From 3062f7a8648c53acc8b5a5ce22fe8c454d843b4d Mon Sep 17 00:00:00 2001 From: trananhkma Date: Wed, 10 Jun 2020 17:31:38 +0700 Subject: [PATCH 1/8] "update 2020-06-10T17:31:38.480190" --- README.md | 688 +++++++++++++++++++++++++++--------------------------- 1 file changed, 344 insertions(+), 344 deletions(-) diff --git a/README.md b/README.md index 5a8ce2f..e47fb33 100644 --- a/README.md +++ b/README.md @@ -104,62 +104,62 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for administrative interfaces.* -* [:octocat: Ajenti](https://github.com/ajenti/ajenti) - :star: 5998 :fork_and_knife: 732 - The admin panel your servers deserve. +* [:octocat: Ajenti](https://github.com/ajenti/ajenti) - :star: 6019 :fork_and_knife: 737 - The admin panel your servers deserve. * [:earth_americas: django-suit](http://djangosuit.com/) - Alternative Django Admin-Interface (free only for Non-commercial use). -* [:octocat: django-xadmin](https://github.com/sshwsfc/xadmin) - :star: 4358 :fork_and_knife: 1341 - Drop-in replacement of Django admin comes with lots of goodies. -* [:octocat: flask-admin](https://github.com/flask-admin/flask-admin) - :star: 4221 :fork_and_knife: 1200 - Simple and extensible administrative interface framework for Flask. -* [:octocat: flower](https://github.com/mher/flower) - :star: 4228 :fork_and_knife: 730 - Real-time monitor and web admin for Celery. +* [:octocat: django-xadmin](https://github.com/sshwsfc/xadmin) - :star: 4390 :fork_and_knife: 1350 - Drop-in replacement of Django admin comes with lots of goodies. +* [:octocat: flask-admin](https://github.com/flask-admin/flask-admin) - :star: 4267 :fork_and_knife: 1210 - Simple and extensible administrative interface framework for Flask. +* [:octocat: flower](https://github.com/mher/flower) - :star: 4265 :fork_and_knife: 740 - Real-time monitor and web admin for Celery. * [:earth_americas: Grappelli](http://grappelliproject.com) - A jazzy skin for the Django Admin-Interface. -* [:octocat: Wooey](https://github.com/wooey/wooey) - :star: 1425 :fork_and_knife: 160 - A Django app which creates automatic web UIs for Python scripts. +* [:octocat: Wooey](https://github.com/wooey/wooey) - :star: 1435 :fork_and_knife: 160 - A Django app which creates automatic web UIs for Python scripts. ## Algorithms and Design Patterns *Python implementation of algorithms and design patterns.* -* [:octocat: algorithms](https://github.com/nryoung/algorithms) - :star: 2877 :fork_and_knife: 719 - A module of algorithms for Python. -* [:octocat: PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - :star: 981 :fork_and_knife: 91 - A simple yet effective library for implementing common design patterns. -* [:octocat: python-patterns](https://github.com/faif/python-patterns) - :star: 24710 :fork_and_knife: 5223 - A collection of design patterns in Python. +* [:octocat: algorithms](https://github.com/nryoung/algorithms) - :star: 2878 :fork_and_knife: 721 - A module of algorithms for Python. +* [:octocat: PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - :star: 994 :fork_and_knife: 91 - A simple yet effective library for implementing common design patterns. +* [:octocat: python-patterns](https://github.com/faif/python-patterns) - :star: 24908 :fork_and_knife: 5268 - A collection of design patterns in Python. * [:earth_americas: sortedcontainers](http://www.grantjenks.com/docs/sortedcontainers/) - Fast, pure-Python implementation of SortedList, SortedDict, and SortedSet types. ## Anti-spam *Libraries for fighting spam.* -* [:octocat: django-simple-captcha](https://github.com/mbi/django-simple-captcha) - :star: 1054 :fork_and_knife: 286 - A simple and highly customizable Django app to add captcha images to any Django form. +* [:octocat: django-simple-captcha](https://github.com/mbi/django-simple-captcha) - :star: 1063 :fork_and_knife: 286 - A simple and highly customizable Django app to add captcha images to any Django form. * [:octocat: django-simple-spam-blocker](https://github.com/moqada/django-simple-spam-blocker) - :star: 27 :fork_and_knife: 7 - Simple spam blocker for Django. ## Asset Management *Tools for managing, compressing and minifying website assets.* -* [:octocat: django-compressor](https://github.com/django-compressor/django-compressor) - :star: 2322 :fork_and_knife: 558 - Compresses linked and inline JavaScript or CSS into a single cached file. -* [:octocat: django-pipeline](https://github.com/jazzband/django-pipeline) - :star: 1366 :fork_and_knife: 338 - An asset packaging library for Django. -* [:octocat: django-storages](https://github.com/jschneier/django-storages) - :star: 1574 :fork_and_knife: 614 - A collection of custom storage back ends for Django. +* [:octocat: django-compressor](https://github.com/django-compressor/django-compressor) - :star: 2337 :fork_and_knife: 557 - Compresses linked and inline JavaScript or CSS into a single cached file. +* [:octocat: django-pipeline](https://github.com/jazzband/django-pipeline) - :star: 1370 :fork_and_knife: 341 - An asset packaging library for Django. +* [:octocat: django-storages](https://github.com/jschneier/django-storages) - :star: 1600 :fork_and_knife: 624 - A collection of custom storage back ends for Django. * [:earth_americas: fanstatic](http://www.fanstatic.org/en/latest/) - Packages, optimizes, and serves static file dependencies as Python packages. -* [:earth_americas: fileconveyor](https://wimleers.com/fileconveyor/) - A daemon to detect and sync files to CDNs, S3 and FTP. -* [:octocat: flask-assets](https://github.com/miracle2k/flask-assets) - :star: 399 :fork_and_knife: 88 - Helps you integrate webassets into your Flask app. -* [:octocat: jinja-assets-compressor](https://github.com/jaysonsantos/jinja-assets-compressor) - :star: 91 :fork_and_knife: 11 - A Jinja extension to compile and compress your assets. +* [:earth_americas: fileconveyor](http://fileconveyor.org/) - A daemon to detect and sync files to CDNs, S3 and FTP. +* [:octocat: flask-assets](https://github.com/miracle2k/flask-assets) - :star: 401 :fork_and_knife: 88 - Helps you integrate webassets into your Flask app. +* [:octocat: jinja-assets-compressor](https://github.com/jaysonsantos/jinja-assets-compressor) - :star: 92 :fork_and_knife: 11 - A Jinja extension to compile and compress your assets. * [:octocat: webassets](https://github.com/miracle2k/webassets) - :star: 883 :fork_and_knife: 253 - Bundles, optimizes, and manages unique cache-busting URLs for static resources. ## Audio *Libraries for manipulating audio.* -* [:octocat: audiolazy](https://github.com/danilobellini/audiolazy) - :star: 542 :fork_and_knife: 69 - Expressive Digital Signal Processing (DSP) package for Python. +* [:octocat: audiolazy](https://github.com/danilobellini/audiolazy) - :star: 544 :fork_and_knife: 70 - Expressive Digital Signal Processing (DSP) package for Python. * [:octocat: audioread](https://github.com/beetbox/audioread) - :star: 324 :fork_and_knife: 78 - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. * [:earth_americas: beets](http://beets.io/) - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger. -* [:octocat: dejavu](https://github.com/worldveil/dejavu) - :star: 4946 :fork_and_knife: 1140 - Audio fingerprinting and recognition. -* [:octocat: django-elastic-transcoder](https://github.com/StreetVoice/django-elastic-transcoder) - :star: 58 :fork_and_knife: 36 - Django + [Amazon Elastic Transcoder](http://aws.amazon.com/elastictranscoder/). +* [:octocat: dejavu](https://github.com/worldveil/dejavu) - :star: 4984 :fork_and_knife: 1152 - Audio fingerprinting and recognition. +* [:octocat: django-elastic-transcoder](https://github.com/StreetVoice/django-elastic-transcoder) - :star: 61 :fork_and_knife: 35 - Django + [Amazon Elastic Transcoder](http://aws.amazon.com/elastictranscoder/). * [:earth_americas: eyeD3](http://eyed3.nicfit.net/) - A tool for working with audio files, specifically MP3 files containing ID3 metadata. * [:earth_americas: id3reader](http://nedbatchelder.com/code/modules/id3reader.py) - A Python module for reading MP3 meta data. -* [:octocat: m3u8](https://github.com/globocom/m3u8) - :star: 821 :fork_and_knife: 272 - A module for parsing m3u8 file. +* [:octocat: m3u8](https://github.com/globocom/m3u8) - :star: 841 :fork_and_knife: 274 - A module for parsing m3u8 file. * [:earth_americas: mingus](http://bspaans.github.io/python-mingus/) - An advanced music theory and notation package with MIDI file and playback support. * [:earth_americas: mutagen](https://bitbucket.org/lazka/mutagen) - A Python module to handle audio metadata. -* [:octocat: pydub](https://github.com/jiaaro/pydub) - :star: 4392 :fork_and_knife: 610 - Manipulate audio with a simple and easy high level interface. -* [:octocat: pyechonest](https://github.com/echonest/pyechonest) - :star: 636 :fork_and_knife: 955 - Python client for the [Echo Nest](http://developer.echonest.com/) API. +* [:octocat: pydub](https://github.com/jiaaro/pydub) - :star: 4472 :fork_and_knife: 628 - Manipulate audio with a simple and easy high level interface. +* [:octocat: pyechonest](https://github.com/echonest/pyechonest) - :star: 638 :fork_and_knife: 951 - Python client for the [Echo Nest](http://developer.echonest.com/) API. * [:earth_americas: talkbox](http://scikits.appspot.com/talkbox) - A Python library for speech/signal processing. -* [:octocat: TimeSide](https://github.com/Parisson/TimeSide) - :star: 281 :fork_and_knife: 48 - Open web audio processing framework. -* [:octocat: tinytag](https://github.com/devsnd/tinytag) - :star: 389 :fork_and_knife: 77 - A library for reading music meta data of MP3, OGG, FLAC and Wave files. +* [:octocat: TimeSide](https://github.com/Parisson/TimeSide) - :star: 285 :fork_and_knife: 48 - Open web audio processing framework. +* [:octocat: tinytag](https://github.com/devsnd/tinytag) - :star: 394 :fork_and_knife: 78 - A library for reading music meta data of MP3, OGG, FLAC and Wave files. ## Authentication @@ -167,19 +167,19 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * OAuth * [:earth_americas: Authomatic](http://peterhudec.github.io/authomatic/) - Simple but powerful framework agnostic authentication/authorization client. - * [:octocat: django-allauth](https://github.com/pennersr/django-allauth) - :star: 5454 :fork_and_knife: 1909 - Authentication app for Django that "just works." - * [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - :star: 1912 :fork_and_knife: 552 - OAuth 2 goodies for Django. - * [:octocat: Flask-OAuthlib](https://github.com/lepture/flask-oauthlib) - :star: 1386 :fork_and_knife: 432 - OAuth 1.0/a, 2.0 implementation of client and provider for Flask. - * [:octocat: OAuthLib](https://github.com/idan/oauthlib) - :star: 2017 :fork_and_knife: 414 - A generic and thorough implementation of the OAuth request-signing logic. - * [:octocat: python-oauth2](https://github.com/joestump/python-oauth2) - :star: 2918 :fork_and_knife: 1042 - A fully tested, abstract interface to creating OAuth clients and servers. - * [:octocat: python-social-auth](https://github.com/omab/python-social-auth) - :star: 2787 :fork_and_knife: 1142 - An easy-to-setup social authentication mechanism. - * [:octocat: rauth](https://github.com/litl/rauth) - :star: 1562 :fork_and_knife: 166 - A Python library for OAuth 1.0/a, 2.0, and Ofly. - * [:octocat: sanction](https://github.com/demianbrecht/sanction) - :star: 182 :fork_and_knife: 45 - A dead simple OAuth2 client implementation. + * [:octocat: django-allauth](https://github.com/pennersr/django-allauth) - :star: 5540 :fork_and_knife: 1949 - Authentication app for Django that "just works." + * [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - :star: 1936 :fork_and_knife: 552 - OAuth 2 goodies for Django. + * [:octocat: Flask-OAuthlib](https://github.com/lepture/flask-oauthlib) - :star: 1385 :fork_and_knife: 434 - OAuth 1.0/a, 2.0 implementation of client and provider for Flask. + * [:octocat: OAuthLib](https://github.com/idan/oauthlib) - :star: 2038 :fork_and_knife: 412 - A generic and thorough implementation of the OAuth request-signing logic. + * [:octocat: python-oauth2](https://github.com/joestump/python-oauth2) - :star: 2917 :fork_and_knife: 1043 - A fully tested, abstract interface to creating OAuth clients and servers. + * [:octocat: python-social-auth](https://github.com/omab/python-social-auth) - :star: 2786 :fork_and_knife: 1141 - An easy-to-setup social authentication mechanism. + * [:octocat: rauth](https://github.com/litl/rauth) - :star: 1565 :fork_and_knife: 167 - A Python library for OAuth 1.0/a, 2.0, and Ofly. + * [:octocat: sanction](https://github.com/demianbrecht/sanction) - :star: 182 :fork_and_knife: 44 - A dead simple OAuth2 client implementation. * Others * [:octocat: jose](https://github.com/demonware/jose) - :star: 81 :fork_and_knife: 25 - JavaScript Object Signing and Encryption draft implementation. - * [:octocat: PyJWT](https://github.com/jpadilla/pyjwt) - :star: 3248 :fork_and_knife: 417 - Implementation of the JSON Web Token draft 01. - * [:octocat: python-jws](https://github.com/brianloveswords/python-jws) - :star: 55 :fork_and_knife: 29 - Implementation of JSON Web Signatures draft 02. - * [:octocat: python-jwt](https://github.com/davedoesdev/python-jwt) - :star: 171 :fork_and_knife: 24 - Module for generating and verifying JSON Web Tokens. + * [:octocat: PyJWT](https://github.com/jpadilla/pyjwt) - :star: 3295 :fork_and_knife: 423 - Implementation of the JSON Web Token draft 01. + * [:octocat: python-jws](https://github.com/brianloveswords/python-jws) - :star: 54 :fork_and_knife: 29 - Implementation of JSON Web Signatures draft 02. + * [:octocat: python-jwt](https://github.com/davedoesdev/python-jwt) - :star: 172 :fork_and_knife: 24 - Module for generating and verifying JSON Web Tokens. ## Build Tools @@ -187,8 +187,8 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: BitBake](http://www.yoctoproject.org/docs/1.6/bitbake-user-manual/bitbake-user-manual.html) - A make-like build tool for embedded Linux. * [:earth_americas: buildout](http://www.buildout.org/en/latest/) - A build system for creating, assembling and deploying applications from multiple parts. -* [:octocat: PlatformIO](https://github.com/platformio/platformio) - :star: 4027 :fork_and_knife: 516 - A console tool to build code with different development platforms. -* [:octocat: PyBuilder](https://github.com/pybuilder/pybuilder) - :star: 1207 :fork_and_knife: 219 - A continuous build tool written in pure Python. +* [:octocat: PlatformIO](https://github.com/platformio/platformio) - :star: 4118 :fork_and_knife: 526 - A console tool to build code with different development platforms. +* [:octocat: PyBuilder](https://github.com/pybuilder/pybuilder) - :star: 1214 :fork_and_knife: 220 - A continuous build tool written in pure Python. * [:earth_americas: SCons](http://www.scons.org/) - A software construction tool. ## CMS @@ -210,15 +210,15 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for caching data.* -* [:octocat: Beaker](https://github.com/bbangert/beaker) - :star: 443 :fork_and_knife: 127 - A library for caching and sessions for use with web applications and stand-alone Python scripts and applications. +* [:octocat: Beaker](https://github.com/bbangert/beaker) - :star: 444 :fork_and_knife: 127 - A library for caching and sessions for use with web applications and stand-alone Python scripts and applications. * [:earth_americas: DiskCache](http://www.grantjenks.com/docs/diskcache/) - SQLite and file backed cache backend with faster lookups than memcached and redis. -* [:octocat: django-cache-machine](https://github.com/django-cache-machine/django-cache-machine) - :star: 784 :fork_and_knife: 151 - Automatic caching and invalidation for Django models. -* [:octocat: django-cacheops](https://github.com/Suor/django-cacheops) - :star: 1229 :fork_and_knife: 161 - A slick ORM cache with automatic granular event-driven invalidation. +* [:octocat: django-cache-machine](https://github.com/django-cache-machine/django-cache-machine) - :star: 785 :fork_and_knife: 153 - Automatic caching and invalidation for Django models. +* [:octocat: django-cacheops](https://github.com/Suor/django-cacheops) - :star: 1243 :fork_and_knife: 160 - A slick ORM cache with automatic granular event-driven invalidation. * [:octocat: django-viewlet](https://github.com/5monkeys/django-viewlet) - :star: 59 :fork_and_knife: 15 - Render template parts with extended cache control. * [:earth_americas: dogpile.cache](http://dogpilecache.readthedocs.io/) - dogpile.cache is next generation replacement for Beaker made by same authors. * [:earth_americas: HermesCache](https://pypi.python.org/pypi/HermesCache) - Python caching library with tag-based invalidation and dogpile effect prevention. -* [:octocat: johnny-cache](https://github.com/jmoiron/johnny-cache) - :star: 295 :fork_and_knife: 94 - A caching framework for django applications. -* [:octocat: pylibmc](https://github.com/lericson/pylibmc) - :star: 430 :fork_and_knife: 120 - A Python wrapper around the [libmemcached](http://libmemcached.org/libMemcached.html) interface. +* [:octocat: johnny-cache](https://github.com/jmoiron/johnny-cache) - :star: 296 :fork_and_knife: 94 - A caching framework for django applications. +* [:octocat: pylibmc](https://github.com/lericson/pylibmc) - :star: 432 :fork_and_knife: 120 - A Python wrapper around the [libmemcached](http://libmemcached.org/libMemcached.html) interface. ## ChatOps Tools @@ -232,11 +232,11 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * Code Analysis * [:earth_americas: coala](http://coala-analyzer.org/) - Language independent and easily extendable code analysis application. - * [:octocat: code2flow](https://github.com/scottrogowski/code2flow) - :star: 729 :fork_and_knife: 121 - Turn your Python and JavaScript code into DOT flowcharts. - * [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - :star: 1422 :fork_and_knife: 240 - A library that visualises the flow (call graph) of your Python application. + * [:octocat: code2flow](https://github.com/scottrogowski/code2flow) - :star: 735 :fork_and_knife: 123 - Turn your Python and JavaScript code into DOT flowcharts. + * [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - :star: 1433 :fork_and_knife: 245 - A library that visualises the flow (call graph) of your Python application. * Linter * [:earth_americas: Flake8](https://pypi.python.org/pypi/flake8) - The modular source code checker: pep8, pyflakes and co. - * [:octocat: pylama](https://github.com/klen/pylama) - :star: 700 :fork_and_knife: 70 - Code audit tool for Python and JavaScript. + * [:octocat: pylama](https://github.com/klen/pylama) - :star: 701 :fork_and_knife: 70 - Code audit tool for Python and JavaScript. * [:earth_americas: Pylint](https://www.pylint.org/) - A Fully customizable source code analyzer. ## Command-line Tools @@ -244,37 +244,37 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for building command-line application.* * Command-line Application Development - * [:octocat: asciimatics](https://github.com/peterbrittain/asciimatics) - :star: 1833 :fork_and_knife: 154 - Cross-platform, full-screen terminal package (i.e. mouse/keyboard input and coloured, positioned text output) complete with high-level API for complex animations and special effects. + * [:octocat: asciimatics](https://github.com/peterbrittain/asciimatics) - :star: 1862 :fork_and_knife: 155 - Cross-platform, full-screen terminal package (i.e. mouse/keyboard input and coloured, positioned text output) complete with high-level API for complex animations and special effects. * [:earth_americas: cement](http://builtoncement.com/) - CLI Application Framework for Python. * [:earth_americas: click](http://click.pocoo.org/dev/) - A package for creating beautiful command line interfaces in a composable way. * [:earth_americas: cliff](http://docs.openstack.org/developer/cliff/) - A framework for creating command-line programs with multi-level commands. - * [:octocat: clint](https://github.com/kennethreitz/clint) - :star: 12 :fork_and_knife: 1 - Python Command-line Application Tools. + * [:octocat: clint](https://github.com/kennethreitz/clint) - :star: 13 :fork_and_knife: 2 - Python Command-line Application Tools. * [:earth_americas: colorama](https://pypi.python.org/pypi/colorama) - Cross-platform colored terminal text. * [:earth_americas: docopt](http://docopt.org/) - Pythonic command line arguments parser. - * [:octocat: Gooey](https://github.com/chriskiehl/Gooey) - :star: 8794 :fork_and_knife: 511 - Turn command line programs into a full GUI application with one line - * [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - :star: 6255 :fork_and_knife: 475 - A Library for building powerful interactive command lines. + * [:octocat: Gooey](https://github.com/chriskiehl/Gooey) - :star: 8865 :fork_and_knife: 520 - Turn command line programs into a full GUI application with one line + * [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - :star: 6317 :fork_and_knife: 480 - A Library for building powerful interactive command lines. * Productivity Tools - * [:octocat: aws-cli](https://github.com/aws/aws-cli) - :star: 9579 :fork_and_knife: 2202 - A universal command-line interface for Amazon Web Services. - * [:octocat: bashplotlib](https://github.com/glamp/bashplotlib) - :star: 1399 :fork_and_knife: 112 - Making basic plots in the terminal. - * [:octocat: caniusepython3](https://github.com/brettcannon/caniusepython3) - :star: 412 :fork_and_knife: 62 - Determine what projects are blocking you from porting to Python 3. - * [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - :star: 11950 :fork_and_knife: 1283 - A command-line utility that creates projects from cookiecutters (project templates). - * [:octocat: doitlive](https://github.com/sloria/doitlive) - :star: 2730 :fork_and_knife: 87 - A tool for live presentations in the terminal. - * [:octocat: howdoi](https://github.com/gleitz/howdoi) - :star: 7896 :fork_and_knife: 726 - Instant coding answers via the command line. - * [:octocat: httpie](https://github.com/jkbrzt/httpie) - :star: 46705 :fork_and_knife: 3019 - A command line HTTP client, a user-friendly cURL replacement. - * [:octocat: mycli](https://github.com/dbcli/mycli) - :star: 8654 :fork_and_knife: 529 - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting. - * [:octocat: PathPicker](https://github.com/facebook/PathPicker) - :star: 4394 :fork_and_knife: 270 - Select files out of bash output. - * [:octocat: percol](https://github.com/mooz/percol) - :star: 2914 :fork_and_knife: 145 - Adds flavor of interactive selection to the traditional pipe concept on UNIX. - * [:octocat: pgcli](https://github.com/dbcli/pgcli) - :star: 8688 :fork_and_knife: 401 - Postgres CLI with autocompletion and syntax highlighting. - * [:octocat: SAWS](https://github.com/donnemartin/saws) - :star: 4484 :fork_and_knife: 243 - A Supercharged AWS CLI. - * [:octocat: thefuck](https://github.com/nvbn/thefuck) - :star: 53470 :fork_and_knife: 2686 - Correcting your previous console command. - * [:octocat: try](https://github.com/timofurrer/try) - :star: 544 :fork_and_knife: 29 - A dead simple CLI to try out python packages - It's never been easier. + * [:octocat: aws-cli](https://github.com/aws/aws-cli) - :star: 9701 :fork_and_knife: 2228 - A universal command-line interface for Amazon Web Services. + * [:octocat: bashplotlib](https://github.com/glamp/bashplotlib) - :star: 1409 :fork_and_knife: 115 - Making basic plots in the terminal. + * [:octocat: caniusepython3](https://github.com/brettcannon/caniusepython3) - :star: 415 :fork_and_knife: 61 - Determine what projects are blocking you from porting to Python 3. + * [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - :star: 12136 :fork_and_knife: 1295 - A command-line utility that creates projects from cookiecutters (project templates). + * [:octocat: doitlive](https://github.com/sloria/doitlive) - :star: 2765 :fork_and_knife: 87 - A tool for live presentations in the terminal. + * [:octocat: howdoi](https://github.com/gleitz/howdoi) - :star: 8062 :fork_and_knife: 738 - Instant coding answers via the command line. + * [:octocat: httpie](https://github.com/jkbrzt/httpie) - :star: 46956 :fork_and_knife: 3039 - A command line HTTP client, a user-friendly cURL replacement. + * [:octocat: mycli](https://github.com/dbcli/mycli) - :star: 8712 :fork_and_knife: 532 - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting. + * [:octocat: PathPicker](https://github.com/facebook/PathPicker) - :star: 4407 :fork_and_knife: 270 - Select files out of bash output. + * [:octocat: percol](https://github.com/mooz/percol) - :star: 2919 :fork_and_knife: 147 - Adds flavor of interactive selection to the traditional pipe concept on UNIX. + * [:octocat: pgcli](https://github.com/dbcli/pgcli) - :star: 8735 :fork_and_knife: 401 - Postgres CLI with autocompletion and syntax highlighting. + * [:octocat: SAWS](https://github.com/donnemartin/saws) - :star: 4502 :fork_and_knife: 244 - A Supercharged AWS CLI. + * [:octocat: thefuck](https://github.com/nvbn/thefuck) - :star: 53806 :fork_and_knife: 2704 - Correcting your previous console command. + * [:octocat: try](https://github.com/timofurrer/try) - :star: 547 :fork_and_knife: 29 - A dead simple CLI to try out python packages - It's never been easier. ## Compatibility *Libraries for migrating from Python 2 to 3.* * [:earth_americas: Python-Future](http://python-future.org/index.html) - The missing compatibility layer between Python 2 and Python 3. -* [:octocat: Python-Modernize](https://github.com/mitsuhiko/python-modernize) - :star: 538 :fork_and_knife: 64 - Modernizes Python code for eventual Python 3 migration. +* [:octocat: Python-Modernize](https://github.com/mitsuhiko/python-modernize) - :star: 540 :fork_and_knife: 67 - Modernizes Python code for eventual Python 3 migration. * [:earth_americas: Six](https://pypi.python.org/pypi/six) - Python 2 and 3 compatibility utilities. ## Computer Vision @@ -282,8 +282,8 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for computer vision.* * [:earth_americas: OpenCV](http://opencv.org/) - Open Source Computer Vision Library. -* [:octocat: pyocr](https://github.com/jflesch/pyocr) - :star: 926 :fork_and_knife: 157 - A wrapper for Tesseract and Cuneiform. -* [:octocat: pytesseract](https://github.com/madmaze/pytesseract) - :star: 2864 :fork_and_knife: 438 - Another wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr). +* [:octocat: pyocr](https://github.com/jflesch/pyocr) - :star: 928 :fork_and_knife: 157 - A wrapper for Tesseract and Cuneiform. +* [:octocat: pytesseract](https://github.com/madmaze/pytesseract) - :star: 2929 :fork_and_knife: 444 - Another wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr). * [:earth_americas: SimpleCV](http://simplecv.org/) - An open source framework for building computer vision applications. ## Concurrency and Parallelism @@ -291,11 +291,11 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for concurrent and parallel execution.* * [:earth_americas: eventlet](http://eventlet.net/) - Asynchronous framework with WSGI support. -* [:octocat: gevent](http://www.gevent.org/) - :star: 1138 :fork_and_knife: 179 - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet). +* [:octocat: gevent](http://www.gevent.org/) - :star: 1147 :fork_and_knife: 181 - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet). * [:earth_americas: multiprocessing](https://docs.python.org/2/library/multiprocessing.html) - (Python standard library) Process-based "threading" interface. * [:earth_americas: threading](https://docs.python.org/2/library/threading.html) - (Python standard library) Higher-level threading interface. -* [:octocat: Tomorrow](https://github.com/madisonmay/Tomorrow) - :star: 1439 :fork_and_knife: 101 - Magic decorator syntax for asynchronous code. -* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 6874 :fork_and_knife: 403 - Ultra fast implementation of asyncio event loop on top of libuv. +* [:octocat: Tomorrow](https://github.com/madisonmay/Tomorrow) - :star: 1443 :fork_and_knife: 101 - Magic decorator syntax for asynchronous code. +* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 6939 :fork_and_knife: 407 - Ultra fast implementation of asyncio event loop on top of libuv. ## Configuration @@ -305,23 +305,23 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: ConfigObj](http://www.voidspace.org.uk/python/configobj.html) - INI file parser with validation. * [:earth_americas: ConfigParser](https://docs.python.org/2/library/configparser.html) - (Python standard library) INI file parser. * [:earth_americas: profig](http://profig.readthedocs.org/en/default/) - Config from multiple formats with value conversion. -* [:octocat: python-decouple](https://github.com/henriquebastos/python-decouple) - :star: 1325 :fork_and_knife: 121 - Strict separation of settings from code. +* [:octocat: python-decouple](https://github.com/henriquebastos/python-decouple) - :star: 1345 :fork_and_knife: 124 - Strict separation of settings from code. ## Cryptography * [:earth_americas: cryptography](https://cryptography.io/en/latest/) - A package designed to expose cryptographic primitives and recipes to Python developers. -* [:octocat: hashids](https://github.com/davidaurelio/hashids-python) - :star: 1068 :fork_and_knife: 83 - Implementation of [hashids](http://hashids.org) in Python. +* [:octocat: hashids](https://github.com/davidaurelio/hashids-python) - :star: 1075 :fork_and_knife: 82 - Implementation of [hashids](http://hashids.org) in Python. * [:earth_americas: Paramiko](http://www.paramiko.org/) - A Python (2.6+, 3.3+) implementation of the SSHv2 protocol, providing both client and server functionality. * [:earth_americas: Passlib](https://pythonhosted.org/passlib/) - Secure password storage/hashing library, very high level. * [:earth_americas: PyCrypto](https://www.dlitz.net/software/pycrypto/) - The Python Cryptography Toolkit. -* [:octocat: PyNacl](https://github.com/pyca/pynacl) - :star: 690 :fork_and_knife: 139 - Python binding to the Networking and Cryptography (NaCl) library. +* [:octocat: PyNacl](https://github.com/pyca/pynacl) - :star: 697 :fork_and_knife: 142 - Python binding to the Networking and Cryptography (NaCl) library. ## Data Analysis *Libraries for data analyzing.* -* [:octocat: Blaze](https://github.com/blaze/blaze) - :star: 2859 :fork_and_knife: 371 - NumPy and Pandas interface to Big Data. -* [:octocat: Open Mining](https://github.com/mining/mining) - :star: 1081 :fork_and_knife: 220 - Business Intelligence (BI) in Pandas interface. +* [:octocat: Blaze](https://github.com/blaze/blaze) - :star: 2875 :fork_and_knife: 370 - NumPy and Pandas interface to Big Data. +* [:octocat: Open Mining](https://github.com/mining/mining) - :star: 1086 :fork_and_knife: 221 - Business Intelligence (BI) in Pandas interface. * [:earth_americas: Orange](http://orange.biolab.si/) - Data mining, data visualization, analysis and machine learning through visual programming or scripts. * [:earth_americas: Pandas](http://pandas.pydata.org/) - A library providing high-performance, easy-to-use data structures and data analysis tools. @@ -329,27 +329,27 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for validating data. Used for forms in many cases.* -* [:octocat: Cerberus](https://github.com/nicolaiarocci/cerberus/) - :star: 2077 :fork_and_knife: 192 - A lightweight and extensible data validation library. +* [:octocat: Cerberus](https://github.com/nicolaiarocci/cerberus/) - :star: 2098 :fork_and_knife: 194 - A lightweight and extensible data validation library. * [:earth_americas: colander](http://docs.pylonsproject.org/projects/colander/en/latest/) - Validating and deserializing data obtained via XML, JSON, an HTML form post. -* [:octocat: jsonschema](https://github.com/Julian/jsonschema) - :star: 2784 :fork_and_knife: 411 - An implementation of [JSON Schema](http://json-schema.org/) for Python. -* [:octocat: schema](https://github.com/keleshev/schema) - :star: 2049 :fork_and_knife: 153 - A library for validating Python data structures. -* [:octocat: Schematics](https://github.com/schematics/schematics) - :star: 2343 :fork_and_knife: 287 - Data Structure Validation. +* [:octocat: jsonschema](https://github.com/Julian/jsonschema) - :star: 2819 :fork_and_knife: 418 - An implementation of [JSON Schema](http://json-schema.org/) for Python. +* [:octocat: schema](https://github.com/keleshev/schema) - :star: 2073 :fork_and_knife: 156 - A library for validating Python data structures. +* [:octocat: Schematics](https://github.com/schematics/schematics) - :star: 2350 :fork_and_knife: 284 - Data Structure Validation. * [:octocat: valideer](https://github.com/podio/valideer) - :star: 235 :fork_and_knife: 16 - Lightweight extensible data validation and adaptation library. -* [:octocat: voluptuous](https://github.com/alecthomas/voluptuous) - :star: 1608 :fork_and_knife: 183 - A Python data validation library. +* [:octocat: voluptuous](https://github.com/alecthomas/voluptuous) - :star: 1612 :fork_and_knife: 184 - A Python data validation library. ## Data Visualization *Libraries for visualizing data. See: [awesome-javascript](https://github.com/sorrycc/awesome-javascript#data-visualization).* -* [:octocat: Altair](https://github.com/altair-viz/altair) - :star: 5173 :fork_and_knife: 505 - Declarative statistical visualization library for Python. -* [:octocat: Bokeh](https://github.com/bokeh/bokeh) - :star: 13369 :fork_and_knife: 3368 - Interactive Web Plotting for Python. -* [:octocat: ggplot](https://github.com/yhat/ggplot) - :star: 3558 :fork_and_knife: 577 - Same API as ggplot2 for R. +* [:octocat: Altair](https://github.com/altair-viz/altair) - :star: 5586 :fork_and_knife: 524 - Declarative statistical visualization library for Python. +* [:octocat: Bokeh](https://github.com/bokeh/bokeh) - :star: 13514 :fork_and_knife: 3421 - Interactive Web Plotting for Python. +* [:octocat: ggplot](https://github.com/yhat/ggplot) - :star: 3558 :fork_and_knife: 578 - Same API as ggplot2 for R. * [:earth_americas: Matplotlib](http://matplotlib.org/) - A Python 2D plotting library. * [:earth_americas: Pygal](http://www.pygal.org/en/latest/) - A Python SVG Charts Creator. * [:earth_americas: PyGraphviz](https://pypi.python.org/pypi/pygraphviz) - Python interface to [Graphviz](http://www.graphviz.org/). * [:earth_americas: PyQtGraph](http://www.pyqtgraph.org/) - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets. -* [:octocat: Seaborn](https://github.com/mwaskom/seaborn) - :star: 7165 :fork_and_knife: 1213 - Statistical data visualization using Matplotlib. -* [:octocat: VisPy](https://github.com/vispy/vispy) - :star: 2329 :fork_and_knife: 513 - High-performance scientific visualization based on OpenGL. +* [:octocat: Seaborn](https://github.com/mwaskom/seaborn) - :star: 7291 :fork_and_knife: 1250 - Statistical data visualization using Matplotlib. +* [:octocat: VisPy](https://github.com/vispy/vispy) - :star: 2347 :fork_and_knife: 515 - High-performance scientific visualization based on OpenGL. ## Database @@ -357,7 +357,7 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: pickleDB](https://pythonhosted.org/pickleDB/) - A simple and lightweight key-value store for Python. * [:earth_americas: PipelineDB](https://www.pipelinedb.com/) - The Streaming SQL Database. -* [:octocat: TinyDB](https://github.com/msiemens/tinydb) - :star: 3454 :fork_and_knife: 318 - A tiny, document-oriented database. +* [:octocat: TinyDB](https://github.com/msiemens/tinydb) - :star: 3510 :fork_and_knife: 324 - A tiny, document-oriented database. * [:earth_americas: ZODB](http://www.zodb.org/en/latest/) - A native object database for Python. A key-value and object graph database. @@ -367,25 +367,25 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * MySQL - [awesome-mysql](http://shlomi-noach.github.io/awesome-mysql/) * [:earth_americas: mysql-python](https://sourceforge.net/projects/mysql-python/) - The MySQL database connector for Python. - * [:octocat: mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - :star: 1724 :fork_and_knife: 286 - mysql-python fork supporting Python 3. + * [:octocat: mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - :star: 1740 :fork_and_knife: 292 - mysql-python fork supporting Python 3. * [:earth_americas: oursql](https://pythonhosted.org/oursql/) - A better MySQL connector with support for native prepared statements and BLOBs. - * [:octocat: PyMySQL](https://github.com/PyMySQL/PyMySQL) - :star: 5928 :fork_and_knife: 1201 - Pure Python MySQL driver compatible to mysql-python. + * [:octocat: PyMySQL](https://github.com/PyMySQL/PyMySQL) - :star: 5952 :fork_and_knife: 1208 - Pure Python MySQL driver compatible to mysql-python. * PostgreSQL * [:earth_americas: psycopg2](http://initd.org/psycopg/) - The most popular PostgreSQL adapter for Python. - * [:octocat: queries](https://github.com/gmr/queries) - :star: 218 :fork_and_knife: 25 - A wrapper of the psycopg2 library for interacting with PostgreSQL. + * [:octocat: queries](https://github.com/gmr/queries) - :star: 223 :fork_and_knife: 25 - A wrapper of the psycopg2 library for interacting with PostgreSQL. * [:octocat: txpostgres](https://github.com/wulczer/txpostgres) - :star: 105 :fork_and_knife: 26 - Twisted based asynchronous driver for PostgreSQL. * Other Relational Databases * [:earth_americas: apsw](http://rogerbinns.github.io/apsw/) - Another Python SQLite wrapper. - * [:octocat: dataset](https://github.com/pudo/dataset) - :star: 3789 :fork_and_knife: 245 - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL. + * [:octocat: dataset](https://github.com/pudo/dataset) - :star: 3814 :fork_and_knife: 245 - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL. * [:earth_americas: pymssql](http://www.pymssql.org/en/latest/) - A simple database interface to Microsoft SQL Server. * NoSQL Databases - * [:octocat: cassandra-python-driver](https://github.com/datastax/python-driver) - :star: 1143 :fork_and_knife: 430 - Python driver for Cassandra. - * [:octocat: HappyBase](https://github.com/wbolster/happybase) - :star: 534 :fork_and_knife: 152 - A developer-friendly library for Apache HBase. - * [:octocat: Plyvel](https://github.com/wbolster/plyvel) - :star: 324 :fork_and_knife: 51 - A fast and feature-rich Python interface to LevelDB. + * [:octocat: cassandra-python-driver](https://github.com/datastax/python-driver) - :star: 1148 :fork_and_knife: 433 - Python driver for Cassandra. + * [:octocat: HappyBase](https://github.com/wbolster/happybase) - :star: 536 :fork_and_knife: 151 - A developer-friendly library for Apache HBase. + * [:octocat: Plyvel](https://github.com/wbolster/plyvel) - :star: 330 :fork_and_knife: 52 - A fast and feature-rich Python interface to LevelDB. * [:earth_americas: py2neo](http://py2neo.org/2.0/) - Python wrapper client for Neo4j's restful interface. - * [:octocat: pycassa](https://github.com/pycassa/pycassa) - :star: 508 :fork_and_knife: 142 - Python Thrift driver for Cassandra. + * [:octocat: pycassa](https://github.com/pycassa/pycassa) - :star: 509 :fork_and_knife: 141 - Python Thrift driver for Cassandra. * [:earth_americas: PyMongo](https://docs.mongodb.org/ecosystem/drivers/python/) - The official Python client for MongoDB. - * [:octocat: redis-py](https://github.com/andymccurdy/redis-py) - :star: 8504 :fork_and_knife: 1835 - The Redis Python Client. + * [:octocat: redis-py](https://github.com/andymccurdy/redis-py) - :star: 8585 :fork_and_knife: 1847 - The Redis Python Client. * [:octocat: telephus](https://github.com/driftx/Telephus) - :star: 93 :fork_and_knife: 33 - Twisted based client for Cassandra. * [:octocat: txRedis](https://github.com/deldotdr/txRedis) - :star: 120 :fork_and_knife: 39 - Twisted based client for Redis. @@ -393,12 +393,12 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with dates and times.* -* [:octocat: arrow](https://github.com/crsmithdev/arrow) - :star: 6071 :fork_and_knife: 517 - Better dates & times for Python. -* [:octocat: Chronyk](https://github.com/KoffeinFlummi/Chronyk) - :star: 306 :fork_and_knife: 11 - A Python 3 library for parsing human-written times and dates. -* [:octocat: dateutil](https://github.com/dateutil/dateutil) - :star: 1267 :fork_and_knife: 314 - Extensions to the standard Python [datetime](https://docs.python.org/2/library/datetime.html) module. -* [:octocat: delorean](https://github.com/myusuf3/delorean/) - :star: 1656 :fork_and_knife: 112 - A library for clearing up the inconvenient truths that arise dealing with datetimes. -* [:octocat: moment](https://github.com/zachwill/moment) - :star: 632 :fork_and_knife: 40 - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/). -* [:octocat: Pendulum](https://github.com/sdispater/pendulum) - :star: 3891 :fork_and_knife: 212 - Python datetimes made easy. +* [:octocat: arrow](https://github.com/crsmithdev/arrow) - :star: 6122 :fork_and_knife: 521 - Better dates & times for Python. +* [:octocat: Chronyk](https://github.com/KoffeinFlummi/Chronyk) - :star: 307 :fork_and_knife: 11 - A Python 3 library for parsing human-written times and dates. +* [:octocat: dateutil](https://github.com/dateutil/dateutil) - :star: 1292 :fork_and_knife: 318 - Extensions to the standard Python [datetime](https://docs.python.org/2/library/datetime.html) module. +* [:octocat: delorean](https://github.com/myusuf3/delorean/) - :star: 1661 :fork_and_knife: 112 - A library for clearing up the inconvenient truths that arise dealing with datetimes. +* [:octocat: moment](https://github.com/zachwill/moment) - :star: 637 :fork_and_knife: 40 - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/). +* [:octocat: Pendulum](https://github.com/sdispater/pendulum) - :star: 3928 :fork_and_knife: 216 - Python datetimes made easy. * [:octocat: PyTime](https://github.com/shinux/PyTime) - :star: 136 :fork_and_knife: 20 - A easy-use Python module which aims to operate date/time/datetime by string. * [:earth_americas: pytz](https://launchpad.net/pytz) - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python. * [:octocat: when.py](https://github.com/dirn/When.py) - :star: 184 :fork_and_knife: 16 - Providing user-friendly functions to help perform common date and time actions. @@ -408,58 +408,58 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for debugging code.* * Debugger - * [:octocat: django-debug-toolbar](https://github.com/django-debug-toolbar/django-debug-toolbar) - :star: 5919 :fork_and_knife: 863 - Display various debug information for Django. - * [:octocat: django-devserver](https://github.com/dcramer/django-devserver) - :star: 1249 :fork_and_knife: 167 - A drop-in replacement for Django's runserver. - * [:octocat: flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - :star: 746 :fork_and_knife: 114 - A port of the django-debug-toolbar to flask. + * [:octocat: django-debug-toolbar](https://github.com/django-debug-toolbar/django-debug-toolbar) - :star: 5959 :fork_and_knife: 868 - Display various debug information for Django. + * [:octocat: django-devserver](https://github.com/dcramer/django-devserver) - :star: 1250 :fork_and_knife: 166 - A drop-in replacement for Django's runserver. + * [:octocat: flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - :star: 750 :fork_and_knife: 117 - A port of the django-debug-toolbar to flask. * [:earth_americas: ipdb](https://pypi.python.org/pypi/ipdb) - IPython-enabled [pdb](https://docs.python.org/2/library/pdb.html). * [:earth_americas: pudb](https://pypi.python.org/pypi/pudb) - A full-screen, console-based Python debugger. - * [:octocat: pyringe](https://github.com/google/pyringe) - :star: 1568 :fork_and_knife: 68 - Debugger capable of attaching to and injecting code into Python processes. - * [:octocat: wdb](https://github.com/Kozea/wdb) - :star: 1470 :fork_and_knife: 97 - An improbable web debugger through WebSockets. + * [:octocat: pyringe](https://github.com/google/pyringe) - :star: 1570 :fork_and_knife: 68 - Debugger capable of attaching to and injecting code into Python processes. + * [:octocat: wdb](https://github.com/Kozea/wdb) - :star: 1473 :fork_and_knife: 98 - An improbable web debugger through WebSockets. * [:earth_americas: winpdb](http://winpdb.org/) - A Python Debugger with GUI, capable of remote debugging based on `rpdb2`. * Profiler - * [:octocat: line_profiler](https://github.com/rkern/line_profiler) - :star: 3409 :fork_and_knife: 234 - Line-by-line profiling. - * [:octocat: memory_profiler](https://github.com/fabianp/memory_profiler) - :star: 52 :fork_and_knife: 10 - Monitor Memory usage of Python code. - * [:octocat: profiling](https://github.com/what-studio/profiling) - :star: 2980 :fork_and_knife: 116 - An interactive Python profiler. + * [:octocat: line_profiler](https://github.com/rkern/line_profiler) - :star: 3418 :fork_and_knife: 234 - Line-by-line profiling. + * [:octocat: memory_profiler](https://github.com/fabianp/memory_profiler) - :star: 54 :fork_and_knife: 10 - Monitor Memory usage of Python code. + * [:octocat: profiling](https://github.com/what-studio/profiling) - :star: 2988 :fork_and_knife: 116 - An interactive Python profiler. * Others - * [:octocat: pyelftools](https://github.com/eliben/pyelftools) - :star: 1012 :fork_and_knife: 352 - Parsing and analyzing ELF files and DWARF debugging information. + * [:octocat: pyelftools](https://github.com/eliben/pyelftools) - :star: 1020 :fork_and_knife: 358 - Parsing and analyzing ELF files and DWARF debugging information. * [:octocat: python-statsd](https://github.com/WoLpH/python-statsd) - :star: 101 :fork_and_knife: 40 - Python Client for the [statsd](https://github.com/etsy/statsd/) server. ## Deep Learning *Frameworks for Neural Networks and Deep Learning. See: [awesome-deep-learning](https://github.com/ChristosChristofidis/awesome-deep-learning).* -* [:octocat: Caffe](https://github.com/BVLC/caffe) - :star: 30260 :fork_and_knife: 18273 - A fast open framework for deep learning.. -* [:octocat: Keras](https://github.com/fchollet/keras) - :star: 48203 :fork_and_knife: 18203 - A high-level neural networks library and capable of running on top of either TensorFlow or Theano. +* [:octocat: Caffe](https://github.com/BVLC/caffe) - :star: 30396 :fork_and_knife: 18340 - A fast open framework for deep learning.. +* [:octocat: Keras](https://github.com/fchollet/keras) - :star: 48567 :fork_and_knife: 18338 - A high-level neural networks library and capable of running on top of either TensorFlow or Theano. * [:earth_americas: Neupy](http://neupy.com/pages/home.html) - Running and testing different Artificial Neural Networks algorithms. -* [:octocat: TensorFlow](https://github.com/tensorflow/tensorflow) - :star: 144341 :fork_and_knife: 81226 - The most popular Deep Learning framework created by Google. -* [:octocat: Theano](https://github.com/Theano/Theano) - :star: 9142 :fork_and_knife: 2522 - A library for fast numerical computation. +* [:octocat: TensorFlow](https://github.com/tensorflow/tensorflow) - :star: 145331 :fork_and_knife: 81584 - The most popular Deep Learning framework created by Google. +* [:octocat: Theano](https://github.com/Theano/Theano) - :star: 9161 :fork_and_knife: 2517 - A library for fast numerical computation. ## DevOps Tools *Software and libraries for DevOps.* -* [:octocat: Ansible](https://github.com/ansible/ansible) - :star: 43127 :fork_and_knife: 19012 - A radically simple IT automation platform. +* [:octocat: Ansible](https://github.com/ansible/ansible) - :star: 43459 :fork_and_knife: 19168 - A radically simple IT automation platform. * [:earth_americas: Cloud-Init](http://cloudinit.readthedocs.io/) - A multi-distribution package that handles early initialization of a cloud instance. -* [:octocat: cuisine](https://github.com/sebastien/cuisine) - :star: 1241 :fork_and_knife: 161 - Chef-like functionality for Fabric. +* [:octocat: cuisine](https://github.com/sebastien/cuisine) - :star: 1240 :fork_and_knife: 161 - Chef-like functionality for Fabric. * [:earth_americas: Docker Compose](https://docs.docker.com/compose/) - Fast, isolated development environments using [Docker](https://www.docker.com/). * [:earth_americas: Fabric](http://www.fabfile.org/) - A simple, Pythonic tool for remote execution and deployment. * [:octocat: Fabtools](https://github.com/ronnix/fabtools) - :star: 1214 :fork_and_knife: 218 - Tools for writing awesome Fabric files. -* [:octocat: honcho](https://github.com/nickstenning/honcho) - :star: 1333 :fork_and_knife: 122 - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications. +* [:octocat: honcho](https://github.com/nickstenning/honcho) - :star: 1345 :fork_and_knife: 122 - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications. * [:earth_americas: OpenStack](http://www.openstack.org/) - Open source software for building private and public clouds. -* [:octocat: pexpect](https://github.com/pexpect/pexpect) - :star: 1832 :fork_and_knife: 410 - Controlling interactive programs in a pseudo-terminal like GNU expect. -* [:octocat: psutil](https://github.com/giampaolo/psutil) - :star: 6220 :fork_and_knife: 979 - A cross-platform process and system utilities module. -* [:octocat: SaltStack](https://github.com/saltstack/salt) - :star: 11008 :fork_and_knife: 4850 - Infrastructure automation and management system. -* [:octocat: supervisor](https://github.com/Supervisor/supervisor) - :star: 6124 :fork_and_knife: 1040 - Supervisor process control system for UNIX. +* [:octocat: pexpect](https://github.com/pexpect/pexpect) - :star: 1846 :fork_and_knife: 413 - Controlling interactive programs in a pseudo-terminal like GNU expect. +* [:octocat: psutil](https://github.com/giampaolo/psutil) - :star: 6302 :fork_and_knife: 988 - A cross-platform process and system utilities module. +* [:octocat: SaltStack](https://github.com/saltstack/salt) - :star: 11064 :fork_and_knife: 4867 - Infrastructure automation and management system. +* [:octocat: supervisor](https://github.com/Supervisor/supervisor) - :star: 6179 :fork_and_knife: 1041 - Supervisor process control system for UNIX. ## Distribution *Libraries to create packaged executables for release distribution.* -* [:octocat: dh-virtualenv](https://github.com/spotify/dh-virtualenv) - :star: 1353 :fork_and_knife: 148 - Build and distribute a virtualenv as a Debian package. +* [:octocat: dh-virtualenv](https://github.com/spotify/dh-virtualenv) - :star: 1367 :fork_and_knife: 150 - Build and distribute a virtualenv as a Debian package. * [:earth_americas: Nuitka](http://nuitka.net/) - Compile scripts, modules, packages to an executable or extension module. * [:earth_americas: py2app](http://pythonhosted.org/py2app/) - Freezes Python scripts (Mac OS X). * [:earth_americas: py2exe](http://www.py2exe.org/) - Freezes Python scripts (Windows). -* [:octocat: PyInstaller](https://github.com/pyinstaller/pyinstaller) - :star: 6686 :fork_and_knife: 1423 - Converts Python programs into stand-alone executables (cross-platform). +* [:octocat: PyInstaller](https://github.com/pyinstaller/pyinstaller) - :star: 6782 :fork_and_knife: 1451 - Converts Python programs into stand-alone executables (cross-platform). * [:earth_americas: pynsist](http://pynsist.readthedocs.io/) - A tool to build Windows installers, installers bundle Python itself. ## Documentation @@ -467,17 +467,17 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for generating project documentation.* * [:earth_americas: Sphinx](http://www.sphinx-doc.org/en/latest/) - Python Documentation generator. - * [:octocat: awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc) - :star: 648 :fork_and_knife: 54 + * [:octocat: awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc) - :star: 650 :fork_and_knife: 56 * [:earth_americas: MkDocs](http://www.mkdocs.org/) - Markdown friendly documentation generator. -* [:octocat: pdoc](https://github.com/BurntSushi/pdoc) - :star: 643 :fork_and_knife: 95 - Epydoc replacement to auto generate API documentation for Python libraries. -* [:octocat: Pycco](https://github.com/pycco-docs/pycco) - :star: 704 :fork_and_knife: 132 - The literate-programming-style documentation generator. +* [:octocat: pdoc](https://github.com/BurntSushi/pdoc) - :star: 654 :fork_and_knife: 95 - Epydoc replacement to auto generate API documentation for Python libraries. +* [:octocat: Pycco](https://github.com/pycco-docs/pycco) - :star: 707 :fork_and_knife: 132 - The literate-programming-style documentation generator. ## Downloader *Libraries for downloading.* -* [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - :star: 3313 :fork_and_knife: 787 - A command line tool for managing Amazon S3 and CloudFront. -* [:octocat: s4cmd](https://github.com/bloomreach/s4cmd) - :star: 993 :fork_and_knife: 172 - Super S3 command line tool, good for higher performance. +* [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - :star: 3338 :fork_and_knife: 788 - A command line tool for managing Amazon S3 and CloudFront. +* [:octocat: s4cmd](https://github.com/bloomreach/s4cmd) - :star: 1001 :fork_and_knife: 173 - Super S3 command line tool, good for higher performance. * [:earth_americas: you-get](https://www.soimort.org/you-get/) - A YouTube/Youku/Niconico video downloader written in Python 3. * [:earth_americas: youtube-dl](http://rg3.github.io/youtube-dl/) - A small command-line program to download videos from YouTube. @@ -488,52 +488,52 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: alipay](https://github.com/lxneng/alipay) - :star: 317 :fork_and_knife: 99 - Unofficial Alipay API for Python. * [:octocat: Cartridge](https://github.com/stephenmcd/cartridge) - :star: 613 :fork_and_knife: 287 - A shopping cart app built using the Mezzanine. * [:earth_americas: django-oscar](http://oscarcommerce.com/) - An open-source e-commerce framework for Django. -* [:octocat: django-shop](https://github.com/awesto/django-shop) - :star: 2182 :fork_and_knife: 795 - A Django based shop system. -* [:octocat: merchant](https://github.com/agiliq/merchant) - :star: 942 :fork_and_knife: 166 - A Django app to accept payments from various payment processors. -* [:octocat: money](https://github.com/carlospalol/money) - :star: 186 :fork_and_knife: 23 - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution. -* [:octocat: python-currencies](https://github.com/Alir3z4/python-currencies) - :star: 42 :fork_and_knife: 6 - Display money format and its filthy currencies. +* [:octocat: django-shop](https://github.com/awesto/django-shop) - :star: 2204 :fork_and_knife: 813 - A Django based shop system. +* [:octocat: merchant](https://github.com/agiliq/merchant) - :star: 945 :fork_and_knife: 166 - A Django app to accept payments from various payment processors. +* [:octocat: money](https://github.com/carlospalol/money) - :star: 187 :fork_and_knife: 23 - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution. +* [:octocat: python-currencies](https://github.com/Alir3z4/python-currencies) - :star: 43 :fork_and_knife: 6 - Display money format and its filthy currencies. * [:earth_americas: shoop](https://www.shoop.io/en/) - An open source E-Commerce platform based on Django. ## Editor Plugins and IDEs * Emacs - * [:octocat: Elpy](https://github.com/jorgenschaefer/elpy) - :star: 1573 :fork_and_knife: 204 - Emacs Python Development Environment. + * [:octocat: Elpy](https://github.com/jorgenschaefer/elpy) - :star: 1582 :fork_and_knife: 206 - Emacs Python Development Environment. * Sublime Text - * [:octocat: Anaconda](https://github.com/DamnWidget/anaconda) - :star: 2073 :fork_and_knife: 243 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. - * [:octocat: SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - :star: 893 :fork_and_knife: 105 - A Sublime Text plugin to the awesome auto-complete library Jedi. + * [:octocat: Anaconda](https://github.com/DamnWidget/anaconda) - :star: 2079 :fork_and_knife: 244 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. + * [:octocat: SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - :star: 894 :fork_and_knife: 105 - A Sublime Text plugin to the awesome auto-complete library Jedi. * Vim - * [:octocat: Jedi-vim](https://github.com/davidhalter/jedi-vim) - :star: 4409 :fork_and_knife: 359 - Vim bindings for the Jedi auto-completion library for Python. - * [:octocat: Python-mode](https://github.com/klen/python-mode) - :star: 5014 :fork_and_knife: 875 - An all in one plugin for turning Vim into a Python IDE. - * [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - :star: 21178 :fork_and_knife: 2437 - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. + * [:octocat: Jedi-vim](https://github.com/davidhalter/jedi-vim) - :star: 4434 :fork_and_knife: 364 - Vim bindings for the Jedi auto-completion library for Python. + * [:octocat: Python-mode](https://github.com/klen/python-mode) - :star: 5023 :fork_and_knife: 878 - An all in one plugin for turning Vim into a Python IDE. + * [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - :star: 21325 :fork_and_knife: 2455 - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. * Visual Studio - * [:octocat: PTVS](https://github.com/Microsoft/PTVS) - :star: 2264 :fork_and_knife: 622 - Python Tools for Visual Studio. + * [:octocat: PTVS](https://github.com/Microsoft/PTVS) - :star: 2271 :fork_and_knife: 630 - Python Tools for Visual Studio. * Visual Studio Code - * [:octocat: Python](https://github.com/DonJayamanne/pythonVSCode) - :star: 1954 :fork_and_knife: 761 - An extension with rich support for the Python language, with features including linting, IntelliSense, formatting, refactoring, debugging, unit tests, and jupyter support. + * [:octocat: Python](https://github.com/DonJayamanne/pythonVSCode) - :star: 1954 :fork_and_knife: 782 - An extension with rich support for the Python language, with features including linting, IntelliSense, formatting, refactoring, debugging, unit tests, and jupyter support. * IDE * [:earth_americas: LiClipse](http://www.liclipse.com/) - Free polyglot IDE based on Eclipse. Uses PyDev for Python support. * [:earth_americas: PyCharm](https://www.jetbrains.com/pycharm/) - Commercial Python IDE by JetBrains. Has free community edition available. - * [:octocat: Spyder](https://github.com/spyder-ide/spyder) - :star: 5401 :fork_and_knife: 1093 - Open Source Python IDE. + * [:octocat: Spyder](https://github.com/spyder-ide/spyder) - :star: 5461 :fork_and_knife: 1102 - Open Source Python IDE. ## Email *Libraries for sending and parsing email.* * [:earth_americas: envelopes](http://tomekwojcik.github.io/envelopes/) - Mailing for human beings. -* [:octocat: flanker](https://github.com/mailgun/flanker) - :star: 1401 :fork_and_knife: 168 - A email address and Mime parsing library. -* [:octocat: imbox](https://github.com/martinrusev/imbox) - :star: 899 :fork_and_knife: 142 - Python IMAP for Humans. -* [:octocat: inbox.py](https://github.com/kennethreitz/inbox.py) - :star: 1484 :fork_and_knife: 134 - Python SMTP Server for Humans. -* [:octocat: lamson](https://github.com/zedshaw/lamson) - :star: 694 :fork_and_knife: 202 - Pythonic SMTP Application Server. -* [:octocat: Marrow Mailer](https://github.com/marrow/mailer) - :star: 194 :fork_and_knife: 43 - High-performance extensible mail delivery framework. -* [:octocat: modoboa](https://github.com/tonioo/modoboa) - :star: 1525 :fork_and_knife: 236 - A mail hosting and management platform including a modern and simplified Web UI. -* [:octocat: Nylas Sync Engine](https://github.com/nylas/sync-engine) - :star: 3496 :fork_and_knife: 371 - Providing a RESTful API on top of a powerful email sync platform. -* [:octocat: yagmail](https://github.com/kootenpv/yagmail) - :star: 1739 :fork_and_knife: 197 - Yet another Gmail/SMTP client. +* [:octocat: flanker](https://github.com/mailgun/flanker) - :star: 1405 :fork_and_knife: 171 - A email address and Mime parsing library. +* [:octocat: imbox](https://github.com/martinrusev/imbox) - :star: 907 :fork_and_knife: 146 - Python IMAP for Humans. +* [:octocat: inbox.py](https://github.com/kennethreitz/inbox.py) - :star: 1485 :fork_and_knife: 132 - Python SMTP Server for Humans. +* [:octocat: lamson](https://github.com/zedshaw/lamson) - :star: 695 :fork_and_knife: 201 - Pythonic SMTP Application Server. +* [:octocat: Marrow Mailer](https://github.com/marrow/mailer) - :star: 197 :fork_and_knife: 43 - High-performance extensible mail delivery framework. +* [:octocat: modoboa](https://github.com/tonioo/modoboa) - :star: 1540 :fork_and_knife: 235 - A mail hosting and management platform including a modern and simplified Web UI. +* [:octocat: Nylas Sync Engine](https://github.com/nylas/sync-engine) - :star: 3496 :fork_and_knife: 372 - Providing a RESTful API on top of a powerful email sync platform. +* [:octocat: yagmail](https://github.com/kootenpv/yagmail) - :star: 1773 :fork_and_knife: 197 - Yet another Gmail/SMTP client. ## Environment Management *Libraries for Python version and environment management.* * [:octocat: p](https://github.com/qw3rtman/p) - :star: 757 :fork_and_knife: 48 - Dead simple interactive Python version management. -* [:octocat: pyenv](https://github.com/yyuu/pyenv) - :star: 19285 :fork_and_knife: 1694 - Simple Python version management. +* [:octocat: pyenv](https://github.com/yyuu/pyenv) - :star: 19665 :fork_and_knife: 1724 - Simple Python version management. * [:earth_americas: venv](https://docs.python.org/3/library/venv.html) - (Python standard library in Python 3.3+) Creating lightweight virtual environments. * [:earth_americas: virtualenv](https://pypi.python.org/pypi/virtualenv) - A tool to create isolated Python environments. * [:earth_americas: virtualenvwrapper](https://pypi.python.org/pypi/virtualenvwrapper) - A set of extensions to virtualenv. @@ -544,11 +544,11 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: imghdr](https://docs.python.org/2/library/imghdr.html) - (Python standard library) Determine the type of an image. * [:earth_americas: mimetypes](https://docs.python.org/2/library/mimetypes.html) - (Python standard library) Map filenames to MIME types. -* [:octocat: path.py](https://github.com/jaraco/path.py) - :star: 912 :fork_and_knife: 124 - A module wrapper for [os.path](https://docs.python.org/2/library/os.path.html). +* [:octocat: path.py](https://github.com/jaraco/path.py) - :star: 913 :fork_and_knife: 124 - A module wrapper for [os.path](https://docs.python.org/2/library/os.path.html). * [:earth_americas: pathlib](https://pathlib.readthedocs.org/en/pep428/) - (Python standard library in Python 3.4+) An cross-platform, object-oriented path library. -* [:octocat: python-magic](https://github.com/ahupp/python-magic) - :star: 1588 :fork_and_knife: 202 - A Python interface to the libmagic file type identification library. +* [:octocat: python-magic](https://github.com/ahupp/python-magic) - :star: 1609 :fork_and_knife: 204 - A Python interface to the libmagic file type identification library. * [:octocat: Unipath](https://github.com/mikeorr/Unipath) - :star: 489 :fork_and_knife: 36 - An object-oriented approach to file/directory operations. -* [:octocat: watchdog](https://github.com/gorakhargosh/watchdog) - :star: 4066 :fork_and_knife: 505 - API and shell utilities to monitor file system events. +* [:octocat: watchdog](https://github.com/gorakhargosh/watchdog) - :star: 4103 :fork_and_knife: 506 - API and shell utilities to monitor file system events. ## Foreign Function Interface @@ -563,35 +563,35 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with forms.* -* [:octocat: Deform](https://github.com/Pylons/deform) - :star: 331 :fork_and_knife: 147 - Python HTML form generation library influenced by the formish form generation library. -* [:octocat: django-bootstrap3](https://github.com/dyve/django-bootstrap3) - :star: 2192 :fork_and_knife: 690 - Bootstrap 3 integration with Django. -* [:octocat: django-crispy-forms](https://github.com/maraujop/django-crispy-forms) - :star: 3855 :fork_and_knife: 663 - A Django app which lets you create beautiful forms in a very elegant and DRY way. -* [:octocat: django-remote-forms](https://github.com/WiserTogether/django-remote-forms) - :star: 200 :fork_and_knife: 100 - A platform independent Django form serializer. -* [:octocat: WTForms](https://github.com/wtforms/wtforms) - :star: 1099 :fork_and_knife: 317 - A flexible forms validation and rendering library. +* [:octocat: Deform](https://github.com/Pylons/deform) - :star: 331 :fork_and_knife: 148 - Python HTML form generation library influenced by the formish form generation library. +* [:octocat: django-bootstrap3](https://github.com/dyve/django-bootstrap3) - :star: 2190 :fork_and_knife: 689 - Bootstrap 3 integration with Django. +* [:octocat: django-crispy-forms](https://github.com/maraujop/django-crispy-forms) - :star: 3892 :fork_and_knife: 664 - A Django app which lets you create beautiful forms in a very elegant and DRY way. +* [:octocat: django-remote-forms](https://github.com/WiserTogether/django-remote-forms) - :star: 199 :fork_and_knife: 100 - A platform independent Django form serializer. +* [:octocat: WTForms](https://github.com/wtforms/wtforms) - :star: 1109 :fork_and_knife: 322 - A flexible forms validation and rendering library. ## Functional Programming *Functional Programming with Python.* -* [:octocat: CyToolz](https://github.com/pytoolz/cytoolz/) - :star: 708 :fork_and_knife: 50 - Cython implementation of Toolz: High performance functional utilities. -* [:octocat: fn.py](https://github.com/kachayev/fn.py) - :star: 3011 :fork_and_knife: 184 - Functional programming in Python: implementation of missing features to enjoy FP. -* [:octocat: funcy](https://github.com/Suor/funcy) - :star: 2300 :fork_and_knife: 112 - A fancy and practical functional tools. -* [:octocat: Toolz](https://github.com/pytoolz/toolz) - :star: 2703 :fork_and_knife: 194 - A collection of functional utilities for iterators, functions, and dictionaries. +* [:octocat: CyToolz](https://github.com/pytoolz/cytoolz/) - :star: 715 :fork_and_knife: 52 - Cython implementation of Toolz: High performance functional utilities. +* [:octocat: fn.py](https://github.com/kachayev/fn.py) - :star: 3014 :fork_and_knife: 186 - Functional programming in Python: implementation of missing features to enjoy FP. +* [:octocat: funcy](https://github.com/Suor/funcy) - :star: 2322 :fork_and_knife: 114 - A fancy and practical functional tools. +* [:octocat: Toolz](https://github.com/pytoolz/toolz) - :star: 2733 :fork_and_knife: 194 - A collection of functional utilities for iterators, functions, and dictionaries. ## GUI *Libraries for working with graphical user interface applications.* * [:earth_americas: curses](https://docs.python.org/2/library/curses.html#module-curses) - Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal GUI applications. -* [:octocat: enaml](https://github.com/nucleic/enaml) - :star: 853 :fork_and_knife: 93 - Creating beautiful user-interfaces with Declaratic Syntax like QML. -* [:octocat: Flexx](https://github.com/zoofIO/flexx) - :star: 2296 :fork_and_knife: 219 - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering. +* [:octocat: enaml](https://github.com/nucleic/enaml) - :star: 867 :fork_and_knife: 96 - Creating beautiful user-interfaces with Declaratic Syntax like QML. +* [:octocat: Flexx](https://github.com/zoofIO/flexx) - :star: 2324 :fork_and_knife: 222 - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering. * [:earth_americas: kivy](https://kivy.org/) - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS. * [:earth_americas: pyglet](https://bitbucket.org/pyglet/pyglet/wiki/Home) - A cross-platform windowing and multimedia library for Python. * [:earth_americas: PyGObject](https://wiki.gnome.org/Projects/PyGObject) - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3) * [:earth_americas: PyQt](https://riverbankcomputing.com/software/pyqt/intro) - Python bindings for the [Qt](http://www.qt.io/) cross-platform application and UI framework, with support for both Qt v4 and Qt v5 frameworks. * [:earth_americas: PySide](https://wiki.qt.io/PySide) - Python bindings for the [Qt](http://www.qt.io/) cross-platform application and UI framework, supporting the Qt v4 framework. * [:earth_americas: Tkinter](https://wiki.python.org/moin/TkInter) - Tkinter is Python's de-facto standard GUI package. -* [:octocat: Toga](https://github.com/pybee/toga) - :star: 2270 :fork_and_knife: 405 - A Python native, OS native GUI toolkit. +* [:octocat: Toga](https://github.com/pybee/toga) - :star: 2291 :fork_and_knife: 410 - A Python native, OS native GUI toolkit. * [:earth_americas: urwid](http://urwid.org/) - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc. * [:earth_americas: wxPython](http://wxpython.org/) - A blending of the wxWidgets C++ class library with the Python. @@ -612,38 +612,38 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for geocoding addresses and working with latitudes and longitudes.* -* [:octocat: django-countries](https://github.com/SmileyChris/django-countries) - :star: 806 :fork_and_knife: 194 - A Django app that provides country choices for use with forms, flag icons static files, and a country field for models. +* [:octocat: django-countries](https://github.com/SmileyChris/django-countries) - :star: 817 :fork_and_knife: 199 - A Django app that provides country choices for use with forms, flag icons static files, and a country field for models. * [:earth_americas: GeoDjango](https://docs.djangoproject.com/en/dev/ref/contrib/gis/) - A world-class geographic web framework. -* [:octocat: GeoIP](https://github.com/maxmind/geoip-api-python) - :star: 206 :fork_and_knife: 62 - Python API for MaxMind GeoIP Legacy Database. -* [:octocat: geojson](https://github.com/frewsxcv/python-geojson) - :star: 538 :fork_and_knife: 71 - Python bindings and utilities for GeoJSON. -* [:octocat: geopy](https://github.com/geopy/geopy) - :star: 2836 :fork_and_knife: 487 - Python Geocoding Toolbox. -* [:octocat: pygeoip](https://github.com/appliedsec/pygeoip) - :star: 483 :fork_and_knife: 109 - Pure Python GeoIP API. +* [:octocat: GeoIP](https://github.com/maxmind/geoip-api-python) - :star: 207 :fork_and_knife: 62 - Python API for MaxMind GeoIP Legacy Database. +* [:octocat: geojson](https://github.com/frewsxcv/python-geojson) - :star: 549 :fork_and_knife: 71 - Python bindings and utilities for GeoJSON. +* [:octocat: geopy](https://github.com/geopy/geopy) - :star: 2875 :fork_and_knife: 497 - Python Geocoding Toolbox. +* [:octocat: pygeoip](https://github.com/appliedsec/pygeoip) - :star: 482 :fork_and_knife: 109 - Pure Python GeoIP API. ## HTML Manipulation *Libraries for working with HTML and XML.* * [:earth_americas: BeautifulSoup](https://www.crummy.com/software/BeautifulSoup/bs4/doc/) - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML. -* [:octocat: bleach](https://github.com/mozilla/bleach) - :star: 1912 :fork_and_knife: 211 - A whitelist-based HTML sanitization and text linkification library. +* [:octocat: bleach](https://github.com/mozilla/bleach) - :star: 1925 :fork_and_knife: 212 - A whitelist-based HTML sanitization and text linkification library. * [:earth_americas: cssutils](https://pypi.python.org/pypi/cssutils/) - A CSS library for Python. -* [:octocat: html5lib](https://github.com/html5lib/html5lib-python) - :star: 838 :fork_and_knife: 240 - A standards-compliant library for parsing and serializing HTML documents and fragments. +* [:octocat: html5lib](https://github.com/html5lib/html5lib-python) - :star: 843 :fork_and_knife: 240 - A standards-compliant library for parsing and serializing HTML documents and fragments. * [:earth_americas: lxml](http://lxml.de/) - A very fast, easy-to-use and versatile library for handling HTML and XML. -* [:octocat: MarkupSafe](https://github.com/pallets/markupsafe) - :star: 321 :fork_and_knife: 86 - Implements a XML/HTML/XHTML Markup safe string for Python. -* [:octocat: pyquery](https://github.com/gawel/pyquery) - :star: 1842 :fork_and_knife: 156 - A jQuery-like library for parsing HTML. -* [:octocat: untangle](https://github.com/stchris/untangle) - :star: 459 :fork_and_knife: 65 - Converts XML documents to Python objects for easy access. +* [:octocat: MarkupSafe](https://github.com/pallets/markupsafe) - :star: 325 :fork_and_knife: 87 - Implements a XML/HTML/XHTML Markup safe string for Python. +* [:octocat: pyquery](https://github.com/gawel/pyquery) - :star: 1854 :fork_and_knife: 156 - A jQuery-like library for parsing HTML. +* [:octocat: untangle](https://github.com/stchris/untangle) - :star: 466 :fork_and_knife: 64 - Converts XML documents to Python objects for easy access. * [:earth_americas: WeasyPrint](http://weasyprint.org) - A visual rendering engine for HTML and CSS that can export to PDF. * [:earth_americas: xmldataset](https://xmldataset.readthedocs.io) - Simple XML Parsing. -* [:octocat: xmltodict](https://github.com/martinblech/xmltodict) - :star: 3937 :fork_and_knife: 382 - Working with XML feel like you are working with JSON. +* [:octocat: xmltodict](https://github.com/martinblech/xmltodict) - :star: 3979 :fork_and_knife: 388 - Working with XML feel like you are working with JSON. ## HTTP *Libraries for working with HTTP.* -* [:octocat: grequests](https://github.com/kennethreitz/grequests) - :star: 3384 :fork_and_knife: 301 - requests + gevent for asynchronous HTTP requests. -* [:octocat: httplib2](https://github.com/jcgregorio/httplib2) - :star: 387 :fork_and_knife: 187 - Comprehensive HTTP client library. +* [:octocat: grequests](https://github.com/kennethreitz/grequests) - :star: 3411 :fork_and_knife: 302 - requests + gevent for asynchronous HTTP requests. +* [:octocat: httplib2](https://github.com/jcgregorio/httplib2) - :star: 387 :fork_and_knife: 186 - Comprehensive HTTP client library. * [:earth_americas: requests](http://docs.python-requests.org/en/latest/) - HTTP Requests for Humans™. -* [:octocat: treq](https://github.com/twisted/treq) - :star: 502 :fork_and_knife: 135 - Python requests like API built on top of Twisted's HTTP client. -* [:octocat: urllib3](https://github.com/shazow/urllib3) - :star: 2332 :fork_and_knife: 751 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. +* [:octocat: treq](https://github.com/twisted/treq) - :star: 505 :fork_and_knife: 136 - Python requests like API built on top of Twisted's HTTP client. +* [:octocat: urllib3](https://github.com/shazow/urllib3) - :star: 2355 :fork_and_knife: 753 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. ## Hardware @@ -653,8 +653,8 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: Pingo](http://www.pingo.io/) - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc. * [:earth_americas: Pyro](http://pyrorobotics.com/) - Python Robotics. * [:octocat: PyUserInput](https://github.com/SavinaRoja/PyUserInput) - :star: 918 :fork_and_knife: 230 - A module for cross-platform control of the mouse and keyboard. -* [:octocat: scapy](https://github.com/secdev/scapy) - :star: 5202 :fork_and_knife: 1190 - A brilliant packet manipulation library. -* [:octocat: wifi](https://github.com/rockymeza/wifi) - :star: 266 :fork_and_knife: 134 - A Python library and command line tool for working with WiFi on Linux. +* [:octocat: scapy](https://github.com/secdev/scapy) - :star: 5305 :fork_and_knife: 1216 - A brilliant packet manipulation library. +* [:octocat: wifi](https://github.com/rockymeza/wifi) - :star: 265 :fork_and_knife: 136 - A Python library and command line tool for working with WiFi on Linux. ## High Performance @@ -662,10 +662,10 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: Cython](http://cython.org/) - Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains. * [:earth_americas: Numba](http://numba.pydata.org/) - Python JIT complier to LLVM aimed at scientific Python. -* [:octocat: PeachPy](https://github.com/Maratyszcza/PeachPy) - :star: 1396 :fork_and_knife: 122 - x86-64 assembler embedded in Python. Can be used as inline assembler for Python or as a stand-alone assembler for Windows, Linux, OS X, Native Client and Go. +* [:octocat: PeachPy](https://github.com/Maratyszcza/PeachPy) - :star: 1409 :fork_and_knife: 123 - x86-64 assembler embedded in Python. Can be used as inline assembler for Python or as a stand-alone assembler for Windows, Linux, OS X, Native Client and Go. * [:earth_americas: PyPy](http://pypy.org/) - An implementation of Python in Python. The interpreter uses black magic to make Python very fast without having to add in additional type information. -* [:octocat: Pyston](https://github.com/dropbox/pyston) - :star: 4498 :fork_and_knife: 306 - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance. -* [:octocat: Pyjion](https://github.com/Microsoft/Pyjion) - :star: 1321 :fork_and_knife: 67 - A JIT for Python based upon CoreCLR +* [:octocat: Pyston](https://github.com/dropbox/pyston) - :star: 4519 :fork_and_knife: 306 - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance. +* [:octocat: Pyjion](https://github.com/Microsoft/Pyjion) - :star: 1326 :fork_and_knife: 67 - A JIT for Python based upon CoreCLR * [:earth_americas: Stackless Python](https://bitbucket.org/stackless-dev/stackless/overview) - An enhanced version of the Python. ## Imagery @@ -676,62 +676,62 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: imgSeek](https://sourceforge.net/projects/imgseek/) - A project for searching a collection of images using visual similarity. * [:octocat: nude.py](https://github.com/hhatto/nude.py) - :star: 729 :fork_and_knife: 122 - Nudity detection. * [:octocat: pagan](https://github.com/daboth/pagan) - :star: 183 :fork_and_knife: 22 - Retro identicon (Avatar) generation based on input string and hash. -* [:octocat: pillow](https://github.com/python-pillow/Pillow) - :star: 7349 :fork_and_knife: 1452 - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork. +* [:octocat: pillow](https://github.com/python-pillow/Pillow) - :star: 7434 :fork_and_knife: 1457 - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork. * [:earth_americas: pyBarcode](https://pythonhosted.org/pyBarcode/) - Create barcodes in Python without needing PIL. * [:octocat: pygram](https://github.com/ajkumar25/pygram) - :star: 91 :fork_and_knife: 13 - Instagram-like image filters. -* [:octocat: python-qrcode](https://github.com/lincolnloop/python-qrcode) - :star: 2097 :fork_and_knife: 389 - A pure Python QR Code generator. -* [:octocat: Quads](https://github.com/fogleman/Quads) - :star: 925 :fork_and_knife: 102 - Computer art based on quadtrees. +* [:octocat: python-qrcode](https://github.com/lincolnloop/python-qrcode) - :star: 2126 :fork_and_knife: 391 - A pure Python QR Code generator. +* [:octocat: Quads](https://github.com/fogleman/Quads) - :star: 931 :fork_and_knife: 104 - Computer art based on quadtrees. * [:earth_americas: scikit-image](http://scikit-image.org/) - A Python library for (scientific) image processing. -* [:octocat: thumbor](https://github.com/thumbor/thumbor) - :star: 7654 :fork_and_knife: 674 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. -* [:octocat: wand](https://github.com/dahlia/wand) - :star: 987 :fork_and_knife: 182 - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick. +* [:octocat: thumbor](https://github.com/thumbor/thumbor) - :star: 7750 :fork_and_knife: 677 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. +* [:octocat: wand](https://github.com/dahlia/wand) - :star: 997 :fork_and_knife: 184 - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick. ## Interactive Interpreter *Interactive Python interpreters (REPL).* -* [:octocat: bpython](https://github.com/bpython/bpython) - :star: 1476 :fork_and_knife: 169 - A fancy interface to the Python interpreter. +* [:octocat: bpython](https://github.com/bpython/bpython) - :star: 1493 :fork_and_knife: 170 - A fancy interface to the Python interpreter. * [:earth_americas: Jupyter Notebook (IPython)](https://jupyter.org) - A rich toolkit to help you make the most out of using Python interactively. -* [:octocat: ptpython](https://github.com/jonathanslenders/ptpython) - :star: 3635 :fork_and_knife: 198 - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit). +* [:octocat: ptpython](https://github.com/jonathanslenders/ptpython) - :star: 3655 :fork_and_knife: 201 - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit). ## Internationalization *Libraries for working with i18n.* * [:earth_americas: Babel](http://babel.pocoo.org/en/latest/) - An internationalization library for Python. -* [:octocat: PyICU](https://github.com/ovalhub/pyicu) - :star: 110 :fork_and_knife: 43 - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)). +* [:octocat: PyICU](https://github.com/ovalhub/pyicu) - :star: 112 :fork_and_knife: 45 - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)). ## Job Scheduler *Libraries for scheduling jobs.* * [:earth_americas: APScheduler](http://apscheduler.readthedocs.io/) - A light but powerful in-process task scheduler that lets you schedule functions. -* [:octocat: django-schedule](https://github.com/thauber/django-schedule) - :star: 771 :fork_and_knife: 286 - A calendaring app for Django. +* [:octocat: django-schedule](https://github.com/thauber/django-schedule) - :star: 774 :fork_and_knife: 287 - A calendaring app for Django. * [:earth_americas: doit](http://pydoit.org/) - A task runner and build tool. -* [:octocat: gunnery](https://github.com/gunnery/gunnery) - :star: 712 :fork_and_knife: 75 - Multipurpose task execution tool for distributed systems with web-based interface. +* [:octocat: gunnery](https://github.com/gunnery/gunnery) - :star: 714 :fork_and_knife: 76 - Multipurpose task execution tool for distributed systems with web-based interface. * [:earth_americas: Joblib](http://pythonhosted.org/joblib/index.html) - A set of tools to provide lightweight pipelining in Python. * [:octocat: Plan](https://github.com/fengsp/plan) - :star: 1103 :fork_and_knife: 94 - Writing crontab file in Python like a charm. -* [:octocat: schedule](https://github.com/dbader/schedule) - :star: 7320 :fork_and_knife: 671 - Python job scheduling for humans. -* [:octocat: Spiff](https://github.com/knipknap/SpiffWorkflow) - :star: 878 :fork_and_knife: 204 - A powerful workflow engine implemented in pure Python. +* [:octocat: schedule](https://github.com/dbader/schedule) - :star: 7400 :fork_and_knife: 684 - Python job scheduling for humans. +* [:octocat: Spiff](https://github.com/knipknap/SpiffWorkflow) - :star: 886 :fork_and_knife: 209 - A powerful workflow engine implemented in pure Python. * [:earth_americas: TaskFlow](http://docs.openstack.org/developer/taskflow/) - A Python library that helps to make task execution easy, consistent and reliable. ## Logging *Libraries for generating and working with logs.* -* [:octocat: Eliot](https://github.com/ClusterHQ/eliot) - :star: 742 :fork_and_knife: 49 - Logging for complex & distributed systems. +* [:octocat: Eliot](https://github.com/ClusterHQ/eliot) - :star: 750 :fork_and_knife: 49 - Logging for complex & distributed systems. * [:earth_americas: logbook](http://pythonhosted.org/Logbook/) - Logging replacement for Python. * [:earth_americas: logging](https://docs.python.org/2/library/logging.html) - (Python standard library) Logging facility for Python. -* [:octocat: Raven](https://github.com/getsentry/raven-python) - :star: 1666 :fork_and_knife: 809 - The Python client for Sentry. +* [:octocat: Raven](https://github.com/getsentry/raven-python) - :star: 1668 :fork_and_knife: 803 - The Python client for Sentry. * [:earth_americas: Sentry](https://pypi.python.org/pypi/sentry) - A realtime logging and aggregation server. ## Machine Learning *Libraries for Machine Learning. See: [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning#python).* -* [:octocat: gensim](https://github.com/piskvorky/gensim) - :star: 10792 :fork_and_knife: 3739 - Topic Modelling for Humans. +* [:octocat: gensim](https://github.com/piskvorky/gensim) - :star: 10872 :fork_and_knife: 3757 - Topic Modelling for Humans. * [:earth_americas: MLlib](http://spark.apache.org/mllib/) - [Apache Spark](http://spark.apache.org/)'s scalable Machine Learning library. -* [:octocat: NuPIC](https://github.com/numenta/nupic) - :star: 6084 :fork_and_knife: 1582 - Numenta Platform for Intelligent Computing. -* [:octocat: Pylearn2](https://github.com/lisa-lab/pylearn2) - :star: 2692 :fork_and_knife: 1108 - A Machine Learning library based on [Theano](https://github.com/Theano/Theano). +* [:octocat: NuPIC](https://github.com/numenta/nupic) - :star: 6092 :fork_and_knife: 1581 - Numenta Platform for Intelligent Computing. +* [:octocat: Pylearn2](https://github.com/lisa-lab/pylearn2) - :star: 2698 :fork_and_knife: 1109 - A Machine Learning library based on [Theano](https://github.com/Theano/Theano). * [:earth_americas: scikit-learn](http://scikit-learn.org/) - The most popular Python library for Machine Learning. * [:octocat: vowpal_porpoise](https://github.com/josephreisinger/vowpal_porpoise) - :star: 152 :fork_and_knife: 30 - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). @@ -739,12 +739,12 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Frameworks and libraries for MapReduce.* -* [:octocat: dpark](https://github.com/douban/dpark) - :star: 2579 :fork_and_knife: 552 - Python clone of Spark, a MapReduce alike framework in Python. -* [:octocat: dumbo](https://github.com/klbostee/dumbo) - :star: 1043 :fork_and_knife: 157 - Python module that allows one to easily write and run Hadoop programs. -* [:octocat: luigi](https://github.com/spotify/luigi) - :star: 13290 :fork_and_knife: 2119 - A module that helps you build complex pipelines of batch jobs. -* [:octocat: mrjob](https://github.com/Yelp/mrjob) - :star: 2495 :fork_and_knife: 586 - Run MapReduce jobs on Hadoop or Amazon Web Services. +* [:octocat: dpark](https://github.com/douban/dpark) - :star: 2590 :fork_and_knife: 553 - Python clone of Spark, a MapReduce alike framework in Python. +* [:octocat: dumbo](https://github.com/klbostee/dumbo) - :star: 1045 :fork_and_knife: 156 - Python module that allows one to easily write and run Hadoop programs. +* [:octocat: luigi](https://github.com/spotify/luigi) - :star: 13380 :fork_and_knife: 2131 - A module that helps you build complex pipelines of batch jobs. +* [:octocat: mrjob](https://github.com/Yelp/mrjob) - :star: 2498 :fork_and_knife: 585 - Run MapReduce jobs on Hadoop or Amazon Web Services. * [:earth_americas: PySpark](http://spark.apache.org/docs/latest/programming-guide.html) - The Spark Python API. -* [:octocat: streamparse](https://github.com/Parsely/streamparse) - :star: 1408 :fork_and_knife: 216 - Run Python code against real-time streams of data. Integrates with [Apache Storm](http://storm.apache.org/). +* [:octocat: streamparse](https://github.com/Parsely/streamparse) - :star: 1409 :fork_and_knife: 217 - Run Python code against real-time streams of data. Integrates with [Apache Storm](http://storm.apache.org/). ## Microsoft Windows @@ -752,7 +752,7 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: Python(x,y)](http://python-xy.github.io/) - Scientific-applications-oriented Python Distribution based on Qt and Spyder. * [:earth_americas: pythonlibs](http://www.lfd.uci.edu/~gohlke/pythonlibs/) - Unofficial Windows binaries for Python extension packages. -* [:octocat: PythonNet](https://github.com/pythonnet/pythonnet) - :star: 2095 :fork_and_knife: 390 - Python Integration with the .NET Common Language Runtime (CLR). +* [:octocat: PythonNet](https://github.com/pythonnet/pythonnet) - :star: 2127 :fork_and_knife: 399 - Python Integration with the .NET Common Language Runtime (CLR). * [:earth_americas: PyWin32](https://sourceforge.net/projects/pywin32/) - Python Extensions for Windows. * [:earth_americas: WinPython](https://winpython.github.io/) - Portable development environment for Windows 7/8. @@ -760,9 +760,9 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Useful libraries or tools that don't fit in the categories above.* -* [:octocat: blinker](https://github.com/jek/blinker) - :star: 1061 :fork_and_knife: 139 - A fast Python in-process signal/event dispatching system. -* [:octocat: itsdangerous](https://github.com/pallets/itsdangerous) - :star: 1988 :fork_and_knife: 172 - Various helpers to pass trusted data to untrusted environments. -* [:octocat: pluginbase](https://github.com/mitsuhiko/pluginbase) - :star: 874 :fork_and_knife: 133 - A simple but flexible plugin system for Python. +* [:octocat: blinker](https://github.com/jek/blinker) - :star: 1076 :fork_and_knife: 141 - A fast Python in-process signal/event dispatching system. +* [:octocat: itsdangerous](https://github.com/pallets/itsdangerous) - :star: 2004 :fork_and_knife: 172 - Various helpers to pass trusted data to untrusted environments. +* [:octocat: pluginbase](https://github.com/mitsuhiko/pluginbase) - :star: 881 :fork_and_knife: 131 - A simple but flexible plugin system for Python. * [:octocat: Pychievements](https://github.com/PacketPerception/pychievements) - :star: 112 :fork_and_knife: 7 - A framework for creating and tracking achievements. * [:earth_americas: Tryton](http://www.tryton.org/) - A general purpose business framework. @@ -770,21 +770,21 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with human languages.* -* [:octocat: Jieba](https://github.com/fxsjy/jieba) - :star: 22876 :fork_and_knife: 5669 - Chinese text segmentation. -* [:octocat: langid.py](https://github.com/saffsd/langid.py) - :star: 1588 :fork_and_knife: 258 - Stand-alone language identification system. +* [:octocat: Jieba](https://github.com/fxsjy/jieba) - :star: 23157 :fork_and_knife: 5716 - Chinese text segmentation. +* [:octocat: langid.py](https://github.com/saffsd/langid.py) - :star: 1605 :fork_and_knife: 261 - Stand-alone language identification system. * [:earth_americas: NLTK](http://www.nltk.org/) - A leading platform for building Python programs to work with human language data. * [:earth_americas: Pattern](http://www.clips.ua.ac.be/pattern) - A web mining module for the Python. -* [:octocat: SnowNLP](https://github.com/isnowfy/snownlp) - :star: 4722 :fork_and_knife: 1166 - A library for processing Chinese text. +* [:octocat: SnowNLP](https://github.com/isnowfy/snownlp) - :star: 4780 :fork_and_knife: 1170 - A library for processing Chinese text. * [:earth_americas: spaCy](https://spacy.io/) - A library for industrial-strength natural language processing in Python and Cython. -* [:octocat: TextBlob](https://github.com/sloria/TextBlob) - :star: 7008 :fork_and_knife: 928 - Providing a consistent API for diving into common NLP tasks. -* [:octocat: TextGrocery](https://github.com/2shou/TextGrocery) - :star: 655 :fork_and_knife: 207 - A simple, efficient short-text classification tool based on LibLinear and Jieba. +* [:octocat: TextBlob](https://github.com/sloria/TextBlob) - :star: 7085 :fork_and_knife: 942 - Providing a consistent API for diving into common NLP tasks. +* [:octocat: TextGrocery](https://github.com/2shou/TextGrocery) - :star: 657 :fork_and_knife: 206 - A simple, efficient short-text classification tool based on LibLinear and Jieba. ## Network Virtualization *Tools and libraries for Virtual Networking and SDN (Software Defined Networking).* * [:earth_americas: Mininet](http://mininet.org/) - A popular network emulator and API written in Python. -* [:octocat: POX](https://github.com/noxrepo/pox) - :star: 486 :fork_and_knife: 432 - An open source development platform for Python-based Software Defined Networking (SDN) control applications, such as OpenFlow SDN controllers. +* [:octocat: POX](https://github.com/noxrepo/pox) - :star: 488 :fork_and_knife: 433 - An open source development platform for Python-based Software Defined Networking (SDN) control applications, such as OpenFlow SDN controllers. * [:earth_americas: Pyretic](http://frenetic-lang.org/pyretic/) - A member of the Frenetic family of SDN programming languages that provides powerful abstractions over network switches or emulators. * [:octocat: SDX Platform](https://github.com/sdn-ixp/internet2award) - :star: 15 :fork_and_knife: 5 - SDN based IXP implementation that leverages Mininet, POX and Pyretic. @@ -793,18 +793,18 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for networking programming.* * [:earth_americas: asyncio](https://docs.python.org/3/library/asyncio.html) - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks. -* [:octocat: diesel](https://github.com/dieseldev/diesel) - :star: 577 :fork_and_knife: 61 - Greenlet-based event I/O Framework for Python. -* [:octocat: pulsar](https://github.com/quantmind/pulsar) - :star: 1841 :fork_and_knife: 163 - Event-driven concurrent framework for Python. +* [:octocat: diesel](https://github.com/dieseldev/diesel) - :star: 577 :fork_and_knife: 60 - Greenlet-based event I/O Framework for Python. +* [:octocat: pulsar](https://github.com/quantmind/pulsar) - :star: 1844 :fork_and_knife: 163 - Event-driven concurrent framework for Python. * [:earth_americas: pyzmq](http://zeromq.github.io/pyzmq/) - A Python wrapper for the ZeroMQ message library. * [:earth_americas: Twisted](https://twistedmatrix.com/trac/) - An event-driven networking engine. -* [:octocat: txZMQ](https://github.com/smira/txZMQ) - :star: 150 :fork_and_knife: 49 - Twisted based wrapper for the ZeroMQ message library. +* [:octocat: txZMQ](https://github.com/smira/txZMQ) - :star: 150 :fork_and_knife: 50 - Twisted based wrapper for the ZeroMQ message library. ## News Feed *Libraries for building user's activities.* -* [:octocat: django-activity-stream](https://github.com/justquick/django-activity-stream) - :star: 1732 :fork_and_knife: 444 - Generating generic activity streams from the actions on your site. -* [:octocat: Stream-Framework](https://github.com/tschellenbach/Stream-Framework) - :star: 4297 :fork_and_knife: 528 - Building newsfeed and notification systems using Cassandra and Redis. +* [:octocat: django-activity-stream](https://github.com/justquick/django-activity-stream) - :star: 1747 :fork_and_knife: 447 - Generating generic activity streams from the actions on your site. +* [:octocat: Stream-Framework](https://github.com/tschellenbach/Stream-Framework) - :star: 4315 :fork_and_knife: 532 - Building newsfeed and notification systems using Cassandra and Redis. ## ORM @@ -813,20 +813,20 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * Relational Databases * [:earth_americas: Django Models](https://docs.djangoproject.com/en/dev/topics/db/models/) - A part of Django. * [:earth_americas: SQLAlchemy](http://www.sqlalchemy.org/) - The Python SQL Toolkit and Object Relational Mapper. - * [:octocat: awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) - :star: 2066 :fork_and_knife: 122 - * [:octocat: Peewee](https://github.com/coleifer/peewee) - :star: 7518 :fork_and_knife: 1204 - A small, expressive ORM. + * [:octocat: awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) - :star: 2077 :fork_and_knife: 121 + * [:octocat: Peewee](https://github.com/coleifer/peewee) - :star: 7584 :fork_and_knife: 1204 - A small, expressive ORM. * [:earth_americas: PonyORM](https://ponyorm.com/) - ORM that provides a generator-oriented interface to SQL. * [:earth_americas: python-sql](https://pypi.python.org/pypi/python-sql) - Write SQL queries pythonically. * NoSQL Databases - * [:octocat: django-mongodb-engine](https://github.com/django-nonrel/mongodb-engine) - :star: 845 :fork_and_knife: 211 - Django MongoDB Backend. - * [:octocat: flywheel](https://github.com/mathcamp/flywheel) - :star: 121 :fork_and_knife: 27 - Object mapper for Amazon DynamoDB. - * [:octocat: hot-redis](https://github.com/stephenmcd/hot-redis) - :star: 260 :fork_and_knife: 25 - Rich Python data types for Redis. + * [:octocat: django-mongodb-engine](https://github.com/django-nonrel/mongodb-engine) - :star: 843 :fork_and_knife: 210 - Django MongoDB Backend. + * [:octocat: flywheel](https://github.com/mathcamp/flywheel) - :star: 121 :fork_and_knife: 26 - Object mapper for Amazon DynamoDB. + * [:octocat: hot-redis](https://github.com/stephenmcd/hot-redis) - :star: 261 :fork_and_knife: 25 - Rich Python data types for Redis. * [:earth_americas: MongoEngine](http://mongoengine.org/) - A Python Object-Document-Mapper for working with MongoDB. - * [:octocat: PynamoDB](https://github.com/jlafon/PynamoDB) - :star: 1218 :fork_and_knife: 304 - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). + * [:octocat: PynamoDB](https://github.com/jlafon/PynamoDB) - :star: 1261 :fork_and_knife: 314 - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). * [:octocat: redisco](https://github.com/kiddouk/redisco) - :star: 431 :fork_and_knife: 85 - A Python Library for Simple Models and Containers Persisted in Redis. * Others * [:octocat: butterdb](https://github.com/Widdershin/butterdb) - :star: 347 :fork_and_knife: 14 - A Python ORM for Google Drive Spreadsheets. - * [:octocat: dataset](https://github.com/pudo/dataset) - :star: 3789 :fork_and_knife: 245 - A JSON-based database. + * [:octocat: dataset](https://github.com/pudo/dataset) - :star: 3814 :fork_and_knife: 245 - A JSON-based database. ## Package Management @@ -834,28 +834,28 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: pip](https://pip.pypa.io/en/stable/) - The Python package and dependency manager. * [:earth_americas: Python Package Index](https://pypi.python.org/pypi) -* [:octocat: conda](https://github.com/conda/conda/) - :star: 3594 :fork_and_knife: 905 - Cross-platform, Python-agnostic binary package manager. +* [:octocat: conda](https://github.com/conda/conda/) - :star: 3634 :fork_and_knife: 915 - Cross-platform, Python-agnostic binary package manager. * [:earth_americas: Curdling](http://clarete.li/curdling/) - Curdling is a command line tool for managing Python packages. -* [:octocat: pip-tools](https://github.com/nvie/pip-tools) - :star: 4229 :fork_and_knife: 378 - A set of tools to keep your pinned Python dependencies fresh. +* [:octocat: pip-tools](https://github.com/nvie/pip-tools) - :star: 4303 :fork_and_knife: 381 - A set of tools to keep your pinned Python dependencies fresh. * [:earth_americas: wheel](http://pythonwheels.com/) - The new standard of Python distribution and are intended to replace eggs. ## Package Repositories *Local PyPI repository server and proxies.* -* [:octocat: warehouse](https://github.com/pypa/warehouse) - :star: 2403 :fork_and_knife: 692 - Next generation Python Package Repository (PyPI). +* [:octocat: warehouse](https://github.com/pypa/warehouse) - :star: 2420 :fork_and_knife: 699 - Next generation Python Package Repository (PyPI). * [:earth_americas: Warehouse](https://pypi.org/) * [:earth_americas: bandersnatch](https://bitbucket.org/pypa/bandersnatch) - PyPI mirroring tool provided by Python Packaging Authority (PyPA). * [:earth_americas: devpi](http://doc.devpi.net/latest/) - PyPI server and packaging/testing/release tool. -* [:octocat: localshop](https://github.com/mvantellingen/localshop) - :star: 357 :fork_and_knife: 113 - Local PyPI server (custom packages and auto-mirroring of pypi). +* [:octocat: localshop](https://github.com/mvantellingen/localshop) - :star: 359 :fork_and_knife: 113 - Local PyPI server (custom packages and auto-mirroring of pypi). ## Permissions *Libraries that allow or deny users access to data or functionality.* * [:octocat: Carteblanche](https://github.com/neuman/python-carteblanche/) - :star: 41 :fork_and_knife: 2 - Module to align code with thoughts of users and designers. Also magically handles navigation and permissions. -* [:octocat: django-guardian](https://github.com/django-guardian/django-guardian) - :star: 2625 :fork_and_knife: 484 - Implementation of per object permissions for Django 1.2+ -* [:octocat: django-rules](https://github.com/dfunckt/django-rules) - :star: 1049 :fork_and_knife: 87 - A tiny but powerful app providing object-level permissions to Django, without requiring a database. +* [:octocat: django-guardian](https://github.com/django-guardian/django-guardian) - :star: 2653 :fork_and_knife: 484 - Implementation of per object permissions for Django 1.2+ +* [:octocat: django-rules](https://github.com/dfunckt/django-rules) - :star: 1066 :fork_and_knife: 87 - A tiny but powerful app providing object-level permissions to Django, without requiring a database. ## Processes @@ -863,15 +863,15 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: envoy](https://github.com/kennethreitz/envoy) - :star: 2247 :fork_and_knife: 271 - Python [subprocess](https://docs.python.org/2/library/subprocess.html) for Humans™. * [:earth_americas: sarge](http://sarge.readthedocs.io/) - Yet another wrapper for subprocess. -* [:octocat: sh](https://github.com/amoffat/sh) - :star: 5267 :fork_and_knife: 418 - A full-fledged subprocess replacement for Python. +* [:octocat: sh](https://github.com/amoffat/sh) - :star: 5295 :fork_and_knife: 419 - A full-fledged subprocess replacement for Python. ## Queue *Libraries for working with event and task queues.* * [:earth_americas: celery](http://www.celeryproject.org/) - An asynchronous task queue/job queue based on distributed message passing. -* [:octocat: huey](https://github.com/coleifer/huey) - :star: 2947 :fork_and_knife: 268 - Little multi-threaded task queue. -* [:octocat: mrq](https://github.com/pricingassistant/mrq) - :star: 806 :fork_and_knife: 108 - Mr. Queue - A distributed worker task queue in Python using Redis & gevent. +* [:octocat: huey](https://github.com/coleifer/huey) - :star: 2997 :fork_and_knife: 272 - Little multi-threaded task queue. +* [:octocat: mrq](https://github.com/pricingassistant/mrq) - :star: 807 :fork_and_knife: 108 - Mr. Queue - A distributed worker task queue in Python using Redis & gevent. * [:earth_americas: rq](http://python-rq.org/) - Simple job queues for Python. * [:octocat: simpleq](https://github.com/rdegges/simpleq) - :star: 147 :fork_and_knife: 18 - A simple, infinitely scalable, Amazon SQS based queue. @@ -887,16 +887,16 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: eve](https://github.com/nicolaiarocci/eve) - :star: 11 :fork_and_knife: 3 - REST API framework powered by Flask, MongoDB and good intentions. * [:octocat: flask-api-utils](https://github.com/marselester/flask-api-utils) - :star: 54 :fork_and_knife: 5 - Taking care of API representation and authentication for Flask. * [:earth_americas: flask-api](http://www.flaskapi.org/) - Browsable Web APIs for Flask. - * [:octocat: flask-restful](https://github.com/flask-restful/flask-restful) - :star: 5561 :fork_and_knife: 878 - Quickly building REST APIs for Flask. - * [:octocat: flask-restless](https://github.com/jfinkels/flask-restless) - :star: 1024 :fork_and_knife: 299 - Generating RESTful APIs for database models defined with SQLAlchemy. + * [:octocat: flask-restful](https://github.com/flask-restful/flask-restful) - :star: 5606 :fork_and_knife: 882 - Quickly building REST APIs for Flask. + * [:octocat: flask-restless](https://github.com/jfinkels/flask-restless) - :star: 1026 :fork_and_knife: 300 - Generating RESTful APIs for database models defined with SQLAlchemy. * Pyramid - * [:octocat: cornice](https://github.com/mozilla-services/cornice) - :star: 360 :fork_and_knife: 144 - A RESTful framework for Pyramid. + * [:octocat: cornice](https://github.com/mozilla-services/cornice) - :star: 360 :fork_and_knife: 146 - A RESTful framework for Pyramid. * Framework agnostic * [:earth_americas: falcon](http://falconframework.org/) - A high-performance framework for building cloud APIs and web app backends. - * [:octocat: hug](https://github.com/timothycrosley/hug) - :star: 6234 :fork_and_knife: 366 - A Python3 framework for cleanly exposing APIs over HTTP and the Command Line with automatic documentation and validation. - * [:octocat: restless](https://github.com/toastdriven/restless) - :star: 786 :fork_and_knife: 85 - Framework agnostic REST framework based on lessons learned from Tastypie. + * [:octocat: hug](https://github.com/timothycrosley/hug) - :star: 6261 :fork_and_knife: 363 - A Python3 framework for cleanly exposing APIs over HTTP and the Command Line with automatic documentation and validation. + * [:octocat: restless](https://github.com/toastdriven/restless) - :star: 787 :fork_and_knife: 85 - Framework agnostic REST framework based on lessons learned from Tastypie. * [:octocat: ripozo](https://github.com/vertical-knowledge/ripozo) - :star: 196 :fork_and_knife: 20 - Quickly creating REST/HATEOAS/Hypermedia APIs. - * [:octocat: sandman](https://github.com/jeffknupp/sandman) - :star: 2320 :fork_and_knife: 183 - Automated REST APIs for existing database-driven systems. + * [:octocat: sandman](https://github.com/jeffknupp/sandman) - :star: 2321 :fork_and_knife: 183 - Automated REST APIs for existing database-driven systems. ## RPC Servers @@ -904,15 +904,15 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: SimpleJSONRPCServer](https://github.com/joshmarshall/jsonrpclib/) - :star: 406 :fork_and_knife: 130 - This library is an implementation of the JSON-RPC specification. * [:earth_americas: SimpleXMLRPCServer](https://docs.python.org/2/library/simplexmlrpcserver.html) - (Python standard library) Simple XML-RPC server implementation, single-threaded. -* [:octocat: zeroRPC](https://github.com/0rpc/zerorpc-python) - :star: 2614 :fork_and_knife: 337 - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/). +* [:octocat: zeroRPC](https://github.com/0rpc/zerorpc-python) - :star: 2625 :fork_and_knife: 338 - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/). ## Science *Libraries for scientific computing.* * [:earth_americas: astropy](http://www.astropy.org/) - A community Python library for Astronomy. -* [:octocat: bcbio-nextgen](https://github.com/chapmanb/bcbio-nextgen) - :star: 738 :fork_and_knife: 322 - Providing best-practice pipelines for fully automated high throughput sequencing analysis. -* [:octocat: bccb](https://github.com/chapmanb/bcbb) - :star: 469 :fork_and_knife: 209 - Collection of useful code related to biological analysis. +* [:octocat: bcbio-nextgen](https://github.com/chapmanb/bcbio-nextgen) - :star: 744 :fork_and_knife: 326 - Providing best-practice pipelines for fully automated high throughput sequencing analysis. +* [:octocat: bccb](https://github.com/chapmanb/bcbb) - :star: 470 :fork_and_knife: 210 - Collection of useful code related to biological analysis. * [:earth_americas: Biopython](http://biopython.org/wiki/Main_Page) - Biopython is a set of freely available tools for biological computation. * [:earth_americas: cclib](http://cclib.github.io/) - A library for parsing and interpreting the results of computational chemistry packages. * [:earth_americas: NetworkX](https://networkx.github.io/) - A high-productivity software for complex networks. @@ -920,19 +920,19 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: NumPy](http://www.numpy.org/) - A fundamental package for scientific computing with Python. * [:earth_americas: Open Babel](http://openbabel.org/wiki/Main_Page) - A chemical toolbox designed to speak the many languages of chemical data. * [:earth_americas: PyDy](http://www.pydy.org/) - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion. -* [:octocat: PyMC](https://github.com/pymc-devs/pymc3) - :star: 5010 :fork_and_knife: 1225 - Markov Chain Monte Carlo sampling toolkit. +* [:octocat: PyMC](https://github.com/pymc-devs/pymc3) - :star: 5065 :fork_and_knife: 1239 - Markov Chain Monte Carlo sampling toolkit. * [:earth_americas: RDKit](http://www.rdkit.org/) - Cheminformatics and Machine Learning Software. * [:earth_americas: SciPy](http://www.scipy.org/) - A Python-based ecosystem of open-source software for mathematics, science, and engineering. -* [:octocat: statsmodels](https://github.com/statsmodels/statsmodels) - :star: 5089 :fork_and_knife: 1924 - Statistical modeling and econometrics in Python. -* [:octocat: SymPy](https://github.com/sympy/sympy) - :star: 6947 :fork_and_knife: 3017 - A Python library for symbolic mathematics. -* [:octocat: Zipline](https://github.com/quantopian/zipline) - :star: 11171 :fork_and_knife: 3251 - A Pythonic algorithmic trading library. +* [:octocat: statsmodels](https://github.com/statsmodels/statsmodels) - :star: 5195 :fork_and_knife: 1964 - Statistical modeling and econometrics in Python. +* [:octocat: SymPy](https://github.com/sympy/sympy) - :star: 7043 :fork_and_knife: 3037 - A Python library for symbolic mathematics. +* [:octocat: Zipline](https://github.com/quantopian/zipline) - :star: 11308 :fork_and_knife: 3293 - A Pythonic algorithmic trading library. ## Search *Libraries and software for indexing and performing search queries on data.* -* [:octocat: django-haystack](https://github.com/django-haystack/django-haystack) - :star: 2960 :fork_and_knife: 1197 - Modular search for Django. -* [:octocat: elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - :star: 2881 :fork_and_knife: 629 - The official high-level Python client for Elasticsearch. +* [:octocat: django-haystack](https://github.com/django-haystack/django-haystack) - :star: 2979 :fork_and_knife: 1202 - Modular search for Django. +* [:octocat: elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - :star: 2916 :fork_and_knife: 632 - The official high-level Python client for Elasticsearch. * [:earth_americas: elasticsearch-py](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/index.html) - The official low-level Python client for [Elasticsearch](https://www.elastic.co/products/elasticsearch). * [:octocat: esengine](https://github.com/catholabs/esengine) - :star: 103 :fork_and_knife: 16 - ElasticSearch ODM (Object Document Mapper) for Python. * [:octocat: solrpy](https://github.com/edsu/solrpy) - :star: 36 :fork_and_knife: 17 - A Python client for [solr](http://lucene.apache.org/solr/). @@ -942,51 +942,51 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for serializing complex data types* -* [:octocat: marshmallow](https://github.com/marshmallow-code/marshmallow) - :star: 4664 :fork_and_knife: 498 - marshmallow is an ORM/ODM/framework-agnostic library for converting complex datatypes, such as objects, to and from native Python datatypes. +* [:octocat: marshmallow](https://github.com/marshmallow-code/marshmallow) - :star: 4751 :fork_and_knife: 501 - marshmallow is an ORM/ODM/framework-agnostic library for converting complex datatypes, such as objects, to and from native Python datatypes. ## Serverless Frameworks *Frameworks for developing serverless Python code.* -* [:octocat: apex](https://github.com/apex/apex) - :star: 8024 :fork_and_knife: 586 - Build, deploy, and manage [AWS Lambda](https://aws.amazon.com/lambda/) functions with ease. -* [:octocat: python-lambda](https://github.com/nficano/python-lambda) - :star: 1124 :fork_and_knife: 198 - A toolkit for developing and deploying Python code in AWS Lambda. -* [:octocat: Zappa](https://github.com/Miserlou/Zappa) - :star: 10610 :fork_and_knife: 1159 - A tool for deploying WSGI applications on AWS Lambda and API Gateway. +* [:octocat: apex](https://github.com/apex/apex) - :star: 8026 :fork_and_knife: 588 - Build, deploy, and manage [AWS Lambda](https://aws.amazon.com/lambda/) functions with ease. +* [:octocat: python-lambda](https://github.com/nficano/python-lambda) - :star: 1136 :fork_and_knife: 198 - A toolkit for developing and deploying Python code in AWS Lambda. +* [:octocat: Zappa](https://github.com/Miserlou/Zappa) - :star: 10686 :fork_and_knife: 1164 - A tool for deploying WSGI applications on AWS Lambda and API Gateway. ## Specific Formats Processing *Libraries for parsing and manipulating specific text formats.* * General - * [:octocat: tablib](https://github.com/kennethreitz/tablib) - :star: 3692 :fork_and_knife: 545 - A module for Tabular Datasets in XLS, CSV, JSON, YAML. + * [:octocat: tablib](https://github.com/kennethreitz/tablib) - :star: 3706 :fork_and_knife: 544 - A module for Tabular Datasets in XLS, CSV, JSON, YAML. * Office - * [:octocat: Marmir](https://github.com/brianray/mm) - :star: 157 :fork_and_knife: 20 - Takes Python data structures and turns them into spreadsheets. + * [:octocat: Marmir](https://github.com/brianray/mm) - :star: 158 :fork_and_knife: 21 - Takes Python data structures and turns them into spreadsheets. * [:earth_americas: openpyxl](https://openpyxl.readthedocs.io/) - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files. - * [:octocat: pyexcel](https://github.com/pyexcel/pyexcel) - :star: 798 :fork_and_knife: 128 - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files. - * [:octocat: python-docx](https://github.com/python-openxml/python-docx) - :star: 2191 :fork_and_knife: 635 - Reads, queries and modifies Microsoft Word 2007/2008 docx files. + * [:octocat: pyexcel](https://github.com/pyexcel/pyexcel) - :star: 808 :fork_and_knife: 128 - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files. + * [:octocat: python-docx](https://github.com/python-openxml/python-docx) - :star: 2222 :fork_and_knife: 641 - Reads, queries and modifies Microsoft Word 2007/2008 docx files. * [:earth_americas: relatorio](http://relatorio.tryton.org/) - Templating OpenDocument files. - * [:octocat: unoconv](https://github.com/dagwieers/unoconv) - :star: 1860 :fork_and_knife: 359 - Convert between any document format supported by LibreOffice/OpenOffice. + * [:octocat: unoconv](https://github.com/dagwieers/unoconv) - :star: 1878 :fork_and_knife: 362 - Convert between any document format supported by LibreOffice/OpenOffice. * [:earth_americas: XlsxWriter](https://xlsxwriter.readthedocs.io) - A Python module for creating Excel .xlsx files. * [:earth_americas: xlwings](http://xlwings.org/) - A BSD-licensed library that makes it easy to call Python from Excel and vice versa. - * [:octocat: xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - :star: 947 :fork_and_knife: 268 - Writing and reading data and formatting information from Excel files. + * [:octocat: xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - :star: 950 :fork_and_knife: 269 - Writing and reading data and formatting information from Excel files. * PDF - * [:octocat: PDFMiner](https://github.com/euske/pdfminer) - :star: 4236 :fork_and_knife: 993 - A tool for extracting information from PDF documents. - * [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - :star: 3129 :fork_and_knife: 794 - A library capable of splitting, merging and transforming PDF pages. + * [:octocat: PDFMiner](https://github.com/euske/pdfminer) - :star: 4273 :fork_and_knife: 999 - A tool for extracting information from PDF documents. + * [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - :star: 3170 :fork_and_knife: 807 - A library capable of splitting, merging and transforming PDF pages. * [:earth_americas: ReportLab](http://www.reportlab.com/opensource/) - Allowing Rapid creation of rich PDF documents. * Markdown - * [:octocat: Mistune](https://github.com/lepture/mistune) - :star: 1763 :fork_and_knife: 178 - Fastest and full featured pure Python parsers of Markdown. - * [:octocat: Python-Markdown](https://github.com/waylan/Python-Markdown) - :star: 2139 :fork_and_knife: 516 - A Python implementation of John Gruber’s Markdown. + * [:octocat: Mistune](https://github.com/lepture/mistune) - :star: 1784 :fork_and_knife: 181 - Fastest and full featured pure Python parsers of Markdown. + * [:octocat: Python-Markdown](https://github.com/waylan/Python-Markdown) - :star: 2164 :fork_and_knife: 517 - A Python implementation of John Gruber’s Markdown. * YAML * [:earth_americas: PyYAML](http://pyyaml.org/) - YAML implementations for Python. * CSV - * [:octocat: csvkit](https://github.com/wireservice/csvkit) - :star: 4255 :fork_and_knife: 527 - Utilities for converting to and working with CSV. + * [:octocat: csvkit](https://github.com/wireservice/csvkit) - :star: 4277 :fork_and_knife: 527 - Utilities for converting to and working with CSV. * Archive - * [:octocat: unp](https://github.com/mitsuhiko/unp) - :star: 363 :fork_and_knife: 63 - A command line tool that can unpack archives easily. + * [:octocat: unp](https://github.com/mitsuhiko/unp) - :star: 363 :fork_and_knife: 62 - A command line tool that can unpack archives easily. ## Static Site Generator *Static site generator is a software that takes some text + templates as input and produces HTML files on the output.* -* [:octocat: Cactus](https://github.com/koenbok/Cactus/) - :star: 3347 :fork_and_knife: 313 - Static site generator for designers. +* [:octocat: Cactus](https://github.com/koenbok/Cactus/) - :star: 3353 :fork_and_knife: 316 - Static site generator for designers. * [:earth_americas: Hyde](http://hyde.github.io/) - Jinja2-based static web site generator. * [:earth_americas: Lektor](https://www.getlektor.com/) - An easy to use static CMS and blog engine. * [:earth_americas: Nikola](https://www.getnikola.com/) - A static website and blog generator. @@ -997,14 +997,14 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for tagging items.* -* [:octocat: django-taggit](https://github.com/alex/django-taggit) - :star: 2385 :fork_and_knife: 539 - Simple tagging for Django. +* [:octocat: django-taggit](https://github.com/alex/django-taggit) - :star: 2404 :fork_and_knife: 540 - Simple tagging for Django. ## Template Engine *Libraries and tools for templating and lexing.* * [:earth_americas: Genshi](https://genshi.edgewall.org/) - Python templating toolkit for generation of web-aware output. -* [:octocat: Jinja2](https://github.com/pallets/jinja) - :star: 7044 :fork_and_knife: 1303 - A modern and designer friendly templating language. +* [:octocat: Jinja2](https://github.com/pallets/jinja) - :star: 7091 :fork_and_knife: 1311 - A modern and designer friendly templating language. * [:earth_americas: Mako](http://www.makotemplates.org/) - Hyperfast and lightweight templating for the Python platform. ## Testing @@ -1012,43 +1012,43 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for testing codebases and generating test data.* * Testing Frameworks - * [:octocat: hypothesis](https://github.com/HypothesisWorks/hypothesis-python) - :star: 4298 :fork_and_knife: 401 - Hypothesis is an advanced Quickcheck style property based testing library. + * [:octocat: hypothesis](https://github.com/HypothesisWorks/hypothesis-python) - :star: 4388 :fork_and_knife: 407 - Hypothesis is an advanced Quickcheck style property based testing library. * [:earth_americas: mamba](http://nestorsalceda.github.io/mamba/) - The definitive testing tool for Python. Born under the banner of BDD. * [:octocat: nose](https://github.com/nose-devs/nose) - :star: 1311 :fork_and_knife: 361 - A nicer unittest for Python. - * [:octocat: nose2](https://github.com/nose-devs/nose2) - :star: 622 :fork_and_knife: 129 - The successor to nose, based on unittest2. + * [:octocat: nose2](https://github.com/nose-devs/nose2) - :star: 629 :fork_and_knife: 130 - The successor to nose, based on unittest2. * [:earth_americas: pytest](http://pytest.org/latest/) - A mature full-featured Python testing tool. - * [:octocat: Robot Framework](https://github.com/robotframework/robotframework) - :star: 4596 :fork_and_knife: 1405 - A generic test automation framework. + * [:octocat: Robot Framework](https://github.com/robotframework/robotframework) - :star: 4680 :fork_and_knife: 1423 - A generic test automation framework. * [:earth_americas: unittest](https://docs.python.org/2/library/unittest.html) - (Python standard library) Unit testing framework. * Test Runners - * [:octocat: green](https://github.com/CleanCut/green) - :star: 648 :fork_and_knife: 70 - A clean, colorful test runner. + * [:octocat: green](https://github.com/CleanCut/green) - :star: 649 :fork_and_knife: 70 - A clean, colorful test runner. * [:earth_americas: tox](https://tox.readthedocs.io/) - Auto builds and tests distributions in multiple Python versions * GUI / Web Testing - * [:octocat: locust](https://github.com/locustio/locust) - :star: 12723 :fork_and_knife: 1803 - Scalable user load testing tool written in Python. - * [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - :star: 3808 :fork_and_knife: 541 - PyAutoGUI is a cross-platform GUI automation Python module for human beings. + * [:octocat: locust](https://github.com/locustio/locust) - :star: 13033 :fork_and_knife: 1835 - Scalable user load testing tool written in Python. + * [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - :star: 3927 :fork_and_knife: 551 - PyAutoGUI is a cross-platform GUI automation Python module for human beings. * [:earth_americas: Selenium](https://pypi.python.org/pypi/selenium) - Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver. - * [:octocat: sixpack](https://github.com/seatgeek/sixpack) - :star: 1622 :fork_and_knife: 185 - A language-agnostic A/B Testing framework. - * [:octocat: splinter](https://github.com/cobrateam/splinter) - :star: 2205 :fork_and_knife: 466 - Open source tool for testing web applications. + * [:octocat: sixpack](https://github.com/seatgeek/sixpack) - :star: 1631 :fork_and_knife: 187 - A language-agnostic A/B Testing framework. + * [:octocat: splinter](https://github.com/cobrateam/splinter) - :star: 2220 :fork_and_knife: 464 - Open source tool for testing web applications. * Mock * [:earth_americas: doublex](https://pypi.python.org/pypi/doublex) - Powerful test doubles framework for Python. - * [:octocat: freezegun](https://github.com/spulec/freezegun) - :star: 2396 :fork_and_knife: 180 - Travel through time by mocking the datetime module. - * [:octocat: httmock](https://github.com/patrys/httmock) - :star: 404 :fork_and_knife: 48 - A mocking library for requests for Python 2.6+ and 3.2+. - * [:octocat: httpretty](https://github.com/gabrielfalcao/HTTPretty) - :star: 1787 :fork_and_knife: 241 - HTTP request mock tool for Python. + * [:octocat: freezegun](https://github.com/spulec/freezegun) - :star: 2431 :fork_and_knife: 180 - Travel through time by mocking the datetime module. + * [:octocat: httmock](https://github.com/patrys/httmock) - :star: 406 :fork_and_knife: 48 - A mocking library for requests for Python 2.6+ and 3.2+. + * [:octocat: httpretty](https://github.com/gabrielfalcao/HTTPretty) - :star: 1794 :fork_and_knife: 241 - HTTP request mock tool for Python. * [:earth_americas: mock](https://docs.python.org/3/library/unittest.mock.html) - (Python standard library) A mocking and patching library. - * [:octocat: responses](https://github.com/getsentry/responses) - :star: 2753 :fork_and_knife: 235 - A utility library for mocking out the requests Python library. - * [:octocat: VCR.py](https://github.com/kevin1024/vcrpy) - :star: 1685 :fork_and_knife: 238 - Record and replay HTTP interactions on your tests. + * [:octocat: responses](https://github.com/getsentry/responses) - :star: 2795 :fork_and_knife: 233 - A utility library for mocking out the requests Python library. + * [:octocat: VCR.py](https://github.com/kevin1024/vcrpy) - :star: 1705 :fork_and_knife: 242 - Record and replay HTTP interactions on your tests. * Object Factories - * [:octocat: factory_boy](https://github.com/rbarrois/factory_boy) - :star: 2161 :fork_and_knife: 281 - A test fixtures replacement for Python. - * [:octocat: mixer](https://github.com/klen/mixer) - :star: 686 :fork_and_knife: 71 - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc. - * [:octocat: model_mommy](https://github.com/vandersonmota/model_mommy) - :star: 939 :fork_and_knife: 158 - Creating random fixtures for testing in Django. + * [:octocat: factory_boy](https://github.com/rbarrois/factory_boy) - :star: 2186 :fork_and_knife: 283 - A test fixtures replacement for Python. + * [:octocat: mixer](https://github.com/klen/mixer) - :star: 688 :fork_and_knife: 70 - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc. + * [:octocat: model_mommy](https://github.com/vandersonmota/model_mommy) - :star: 939 :fork_and_knife: 159 - Creating random fixtures for testing in Django. * Code Coverage * [:earth_americas: coverage](https://pypi.python.org/pypi/coverage) - Code coverage measurement. * Fake Data - * [:octocat: church](https://github.com/lk-geimfari/church) - :star: 2773 :fork_and_knife: 245 - is a Python library that help you generate fake data. - * [:octocat: fake2db](https://github.com/emirozer/fake2db) - :star: 2013 :fork_and_knife: 110 - Fake database generator. - * [:octocat: faker](https://github.com/joke2k/faker) - :star: 9759 :fork_and_knife: 1144 - A Python package that generates fake data. + * [:octocat: church](https://github.com/lk-geimfari/church) - :star: 2842 :fork_and_knife: 248 - is a Python library that help you generate fake data. + * [:octocat: fake2db](https://github.com/emirozer/fake2db) - :star: 2012 :fork_and_knife: 110 - Fake database generator. + * [:octocat: faker](https://github.com/joke2k/faker) - :star: 9945 :fork_and_knife: 1161 - A Python package that generates fake data. * [:earth_americas: radar](https://pypi.python.org/pypi/radar) - Generate random datetime / time. * Error Handler - * [:octocat: FuckIt.py](https://github.com/ajalt/fuckitpy) - :star: 3727 :fork_and_knife: 146 - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not. + * [:octocat: FuckIt.py](https://github.com/ajalt/fuckitpy) - :star: 3730 :fork_and_knife: 145 - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not. ## Text Processing @@ -1056,53 +1056,53 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for parsing and manipulating plain texts.* * General - * [:octocat: chardet](https://github.com/chardet/chardet) - :star: 1305 :fork_and_knife: 185 - Python 2/3 compatible character encoding detector. + * [:octocat: chardet](https://github.com/chardet/chardet) - :star: 1323 :fork_and_knife: 186 - Python 2/3 compatible character encoding detector. * [:earth_americas: difflib](https://docs.python.org/2/library/difflib.html) - (Python standard library) Helpers for computing deltas. - * [:octocat: ftfy](https://github.com/LuminosoInsight/python-ftfy) - :star: 2701 :fork_and_knife: 93 - Makes Unicode text less broken and more consistent automagically. - * [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - :star: 6892 :fork_and_knife: 735 - Fuzzy String Matching. - * [:octocat: Levenshtein](https://github.com/ztane/python-Levenshtein/) - :star: 805 :fork_and_knife: 116 - Fast computation of Levenshtein distance and string similarity. + * [:octocat: ftfy](https://github.com/LuminosoInsight/python-ftfy) - :star: 2712 :fork_and_knife: 93 - Makes Unicode text less broken and more consistent automagically. + * [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - :star: 6967 :fork_and_knife: 745 - Fuzzy String Matching. + * [:octocat: Levenshtein](https://github.com/ztane/python-Levenshtein/) - :star: 817 :fork_and_knife: 117 - Fast computation of Levenshtein distance and string similarity. * [:octocat: pangu.py](https://github.com/vinta/pangu.py) - :star: 146 :fork_and_knife: 21 - Spacing texts for CJK and alphanumerics. - * [:octocat: pyfiglet](https://github.com/pwaller/pyfiglet) - :star: 637 :fork_and_knife: 66 - An implementation of figlet written in Python. - * [:octocat: shortuuid](https://github.com/stochastic-technologies/shortuuid) - :star: 1277 :fork_and_knife: 83 - A generator library for concise, unambiguous and URL-safe UUIDs. + * [:octocat: pyfiglet](https://github.com/pwaller/pyfiglet) - :star: 653 :fork_and_knife: 67 - An implementation of figlet written in Python. + * [:octocat: shortuuid](https://github.com/stochastic-technologies/shortuuid) - :star: 1285 :fork_and_knife: 84 - A generator library for concise, unambiguous and URL-safe UUIDs. * [:earth_americas: unidecode](https://pypi.python.org/pypi/Unidecode) - ASCII transliterations of Unicode text. * [:octocat: uniout](https://github.com/moskytw/uniout) - :star: 156 :fork_and_knife: 18 - Print readable chars instead of the escaped string. - * [:octocat: xpinyin](https://github.com/lxneng/xpinyin) - :star: 677 :fork_and_knife: 157 - A library to translate Chinese hanzi (??) to pinyin (??). + * [:octocat: xpinyin](https://github.com/lxneng/xpinyin) - :star: 679 :fork_and_knife: 157 - A library to translate Chinese hanzi (??) to pinyin (??). * Slugify - * [:octocat: awesome-slugify](https://github.com/dimka665/awesome-slugify) - :star: 442 :fork_and_knife: 36 - A Python slugify library that can preserve unicode. - * [:octocat: python-slugify](https://github.com/un33k/python-slugify) - :star: 849 :fork_and_knife: 76 - A Python slugify library that translates unicode to ASCII. - * [:octocat: unicode-slugify](https://github.com/mozilla/unicode-slugify) - :star: 295 :fork_and_knife: 52 - A slugifier that generates unicode slugs with Django as a dependency. + * [:octocat: awesome-slugify](https://github.com/dimka665/awesome-slugify) - :star: 443 :fork_and_knife: 36 - A Python slugify library that can preserve unicode. + * [:octocat: python-slugify](https://github.com/un33k/python-slugify) - :star: 855 :fork_and_knife: 76 - A Python slugify library that translates unicode to ASCII. + * [:octocat: unicode-slugify](https://github.com/mozilla/unicode-slugify) - :star: 293 :fork_and_knife: 53 - A slugifier that generates unicode slugs with Django as a dependency. * Parser - * [:octocat: phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - :star: 2451 :fork_and_knife: 299 - Parsing, formatting, storing and validating international phone numbers. + * [:octocat: phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - :star: 2472 :fork_and_knife: 301 - Parsing, formatting, storing and validating international phone numbers. * [:earth_americas: PLY](http://www.dabeaz.com/ply/) - Implementation of lex and yacc parsing tools for Python * [:earth_americas: Pygments](http://pygments.org/) - A generic syntax highlighter. * [:earth_americas: pyparsing](http://pyparsing.wikispaces.com/) - A general purpose framework for generating parsers. - * [:octocat: python-nameparser](https://github.com/derek73/python-nameparser) - :star: 405 :fork_and_knife: 71 - Parsing human names into their individual components. - * [:octocat: python-user-agents](https://github.com/selwin/python-user-agents) - :star: 1025 :fork_and_knife: 167 - Browser user agent parser. - * [:octocat: sqlparse](https://github.com/andialbrecht/sqlparse) - :star: 2032 :fork_and_knife: 429 - A non-validating SQL parser. + * [:octocat: python-nameparser](https://github.com/derek73/python-nameparser) - :star: 409 :fork_and_knife: 71 - Parsing human names into their individual components. + * [:octocat: python-user-agents](https://github.com/selwin/python-user-agents) - :star: 1034 :fork_and_knife: 173 - Browser user agent parser. + * [:octocat: sqlparse](https://github.com/andialbrecht/sqlparse) - :star: 2077 :fork_and_knife: 434 - A non-validating SQL parser. ## Third-party APIs *Libraries for accessing third party services APIs. See: [List of Python API Wrappers and Libraries](https://github.com/realpython/list-of-python-api-wrappers).* * [:earth_americas: apache-libcloud](https://libcloud.apache.org/) - One Python library for all clouds. -* [:octocat: boto3](https://github.com/boto/boto3) - :star: 5444 :fork_and_knife: 1162 - Python interface to Amazon Web Services. -* [:octocat: django-wordpress](https://github.com/sunlightlabs/django-wordpress/) - :star: 308 :fork_and_knife: 78 - WordPress models and views for Django. -* [:octocat: facebook-sdk](https://github.com/mobolic/facebook-sdk) - :star: 2504 :fork_and_knife: 917 - Facebook Platform Python SDK. -* [:octocat: facepy](https://github.com/jgorset/facepy) - :star: 828 :fork_and_knife: 203 - Facepy makes it really easy to interact with Facebook's Graph API -* [:octocat: gmail](https://github.com/charlierguo/gmail) - :star: 1603 :fork_and_knife: 345 - A Pythonic interface for Gmail. -* [:octocat: google-api-python-client](https://github.com/google/google-api-python-client) - :star: 3612 :fork_and_knife: 1573 - Google APIs Client Library for Python. -* [:octocat: gspread](https://github.com/burnash/gspread) - :star: 4687 :fork_and_knife: 721 - Google Spreadsheets Python API. -* [:octocat: twython](https://github.com/ryanmcgrath/twython) - :star: 1703 :fork_and_knife: 393 - A Python wrapper for the Twitter API. +* [:octocat: boto3](https://github.com/boto/boto3) - :star: 5504 :fork_and_knife: 1180 - Python interface to Amazon Web Services. +* [:octocat: django-wordpress](https://github.com/sunlightlabs/django-wordpress/) - :star: 309 :fork_and_knife: 78 - WordPress models and views for Django. +* [:octocat: facebook-sdk](https://github.com/mobolic/facebook-sdk) - :star: 2517 :fork_and_knife: 918 - Facebook Platform Python SDK. +* [:octocat: facepy](https://github.com/jgorset/facepy) - :star: 829 :fork_and_knife: 202 - Facepy makes it really easy to interact with Facebook's Graph API +* [:octocat: gmail](https://github.com/charlierguo/gmail) - :star: 1607 :fork_and_knife: 341 - A Pythonic interface for Gmail. +* [:octocat: google-api-python-client](https://github.com/google/google-api-python-client) - :star: 3754 :fork_and_knife: 1616 - Google APIs Client Library for Python. +* [:octocat: gspread](https://github.com/burnash/gspread) - :star: 4729 :fork_and_knife: 728 - Google Spreadsheets Python API. +* [:octocat: twython](https://github.com/ryanmcgrath/twython) - :star: 1710 :fork_and_knife: 393 - A Python wrapper for the Twitter API. ## URL Manipulation *Libraries for parsing URLs.* -* [:octocat: furl](https://github.com/gruns/furl) - :star: 1819 :fork_and_knife: 110 - A small Python library that makes manipulating URLs simple. -* [:octocat: purl](https://github.com/codeinthehole/purl) - :star: 246 :fork_and_knife: 30 - A simple, immutable URL class with a clean API for interrogation and manipulation. -* [:octocat: pyshorteners](https://github.com/ellisonleao/pyshorteners) - :star: 259 :fork_and_knife: 45 - A pure Python URL shortening lib. +* [:octocat: furl](https://github.com/gruns/furl) - :star: 1832 :fork_and_knife: 111 - A small Python library that makes manipulating URLs simple. +* [:octocat: purl](https://github.com/codeinthehole/purl) - :star: 246 :fork_and_knife: 31 - A simple, immutable URL class with a clean API for interrogation and manipulation. +* [:octocat: pyshorteners](https://github.com/ellisonleao/pyshorteners) - :star: 258 :fork_and_knife: 47 - A pure Python URL shortening lib. * [:octocat: short_url](https://github.com/Alir3z4/python-short_url) - :star: 141 :fork_and_knife: 28 - Python implementation for generating Tiny URL and bit.ly-like URLs. -* [:octocat: webargs](https://github.com/sloria/webargs) - :star: 1009 :fork_and_knife: 134 - A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, and Pyramid. +* [:octocat: webargs](https://github.com/sloria/webargs) - :star: 1026 :fork_and_knife: 135 - A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, and Pyramid. ## Video @@ -1130,30 +1130,30 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for extracting web contents.* -* [:octocat: Haul](https://github.com/vinta/Haul) - :star: 139 :fork_and_knife: 34 - An Extensible Image Crawler. -* [:octocat: html2text](https://github.com/Alir3z4/html2text) - :star: 910 :fork_and_knife: 168 - Convert HTML to Markdown-formatted text. -* [:octocat: lassie](https://github.com/michaelhelmick/lassie) - :star: 498 :fork_and_knife: 38 - Web Content Retrieval for Humans. -* [:octocat: micawber](https://github.com/coleifer/micawber) - :star: 492 :fork_and_knife: 71 - A small library for extracting rich content from URLs. -* [:octocat: newspaper](https://github.com/codelucas/newspaper) - :star: 9535 :fork_and_knife: 1592 - News extraction, article extraction and content curation in Python. -* [:octocat: opengraph](https://github.com/erikriver/opengraph) - :star: 166 :fork_and_knife: 76 - A Python module to parse the Open Graph Protocol -* [:octocat: python-goose](https://github.com/grangier/python-goose) - :star: 3550 :fork_and_knife: 752 - HTML Content/Article Extractor. -* [:octocat: python-readability](https://github.com/buriy/python-readability) - :star: 1811 :fork_and_knife: 304 - Fast Python port of arc90's readability tool. +* [:octocat: Haul](https://github.com/vinta/Haul) - :star: 140 :fork_and_knife: 34 - An Extensible Image Crawler. +* [:octocat: html2text](https://github.com/Alir3z4/html2text) - :star: 929 :fork_and_knife: 168 - Convert HTML to Markdown-formatted text. +* [:octocat: lassie](https://github.com/michaelhelmick/lassie) - :star: 501 :fork_and_knife: 38 - Web Content Retrieval for Humans. +* [:octocat: micawber](https://github.com/coleifer/micawber) - :star: 493 :fork_and_knife: 71 - A small library for extracting rich content from URLs. +* [:octocat: newspaper](https://github.com/codelucas/newspaper) - :star: 9690 :fork_and_knife: 1613 - News extraction, article extraction and content curation in Python. +* [:octocat: opengraph](https://github.com/erikriver/opengraph) - :star: 171 :fork_and_knife: 76 - A Python module to parse the Open Graph Protocol +* [:octocat: python-goose](https://github.com/grangier/python-goose) - :star: 3560 :fork_and_knife: 753 - HTML Content/Article Extractor. +* [:octocat: python-readability](https://github.com/buriy/python-readability) - :star: 1822 :fork_and_knife: 307 - Fast Python port of arc90's readability tool. * [:octocat: sanitize](https://github.com/Alir3z4/python-sanitize) - :star: 61 :fork_and_knife: 6 - Bringing sanity to world of messed-up data. -* [:octocat: sumy](https://github.com/miso-belica/sumy) - :star: 2252 :fork_and_knife: 410 - A module for automatic summarization of text documents and HTML pages. -* [:octocat: textract](https://github.com/deanmalmgren/textract) - :star: 2805 :fork_and_knife: 395 - Extract text from any document, Word, PowerPoint, PDFs, etc. +* [:octocat: sumy](https://github.com/miso-belica/sumy) - :star: 2279 :fork_and_knife: 412 - A module for automatic summarization of text documents and HTML pages. +* [:octocat: textract](https://github.com/deanmalmgren/textract) - :star: 2817 :fork_and_knife: 396 - Extract text from any document, Word, PowerPoint, PDFs, etc. ## Web Crawling *Libraries for scraping websites.* -* [:octocat: cola](https://github.com/chineking/cola) - :star: 1366 :fork_and_knife: 543 - A distributed crawling framework. -* [:octocat: Demiurge](https://github.com/matiasb/demiurge) - :star: 100 :fork_and_knife: 16 - PyQuery-based scraping micro-framework. +* [:octocat: cola](https://github.com/chineking/cola) - :star: 1368 :fork_and_knife: 543 - A distributed crawling framework. +* [:octocat: Demiurge](https://github.com/matiasb/demiurge) - :star: 101 :fork_and_knife: 16 - PyQuery-based scraping micro-framework. * [:earth_americas: feedparser](http://pythonhosted.org/feedparser/) - Universal feed parser. * [:earth_americas: Grab](http://grablib.org/) - Site scraping framework. -* [:octocat: MechanicalSoup](https://github.com/hickford/MechanicalSoup) - :star: 3472 :fork_and_knife: 311 - A Python library for automating interaction with websites. -* [:octocat: portia](https://github.com/scrapinghub/portia) - :star: 7718 :fork_and_knife: 1242 - Visual scraping for Scrapy. -* [:octocat: pyspider](https://github.com/binux/pyspider) - :star: 14336 :fork_and_knife: 3487 - A powerful spider system. -* [:octocat: RoboBrowser](https://github.com/jmcarp/robobrowser) - :star: 3448 :fork_and_knife: 314 - A simple, Pythonic library for browsing the web without a standalone web browser. +* [:octocat: MechanicalSoup](https://github.com/hickford/MechanicalSoup) - :star: 3500 :fork_and_knife: 311 - A Python library for automating interaction with websites. +* [:octocat: portia](https://github.com/scrapinghub/portia) - :star: 7760 :fork_and_knife: 1255 - Visual scraping for Scrapy. +* [:octocat: pyspider](https://github.com/binux/pyspider) - :star: 14369 :fork_and_knife: 3498 - A powerful spider system. +* [:octocat: RoboBrowser](https://github.com/jmcarp/robobrowser) - :star: 3452 :fork_and_knife: 315 - A simple, Pythonic library for browsing the web without a standalone web browser. * [:earth_americas: Scrapy](http://scrapy.org/) - A fast high-level screen scraping and web crawling framework. ## Web Frameworks @@ -1164,9 +1164,9 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: CherryPy](http://www.cherrypy.org/) - A minimalist Python web framework, HTTP/1.1-compliant and WSGI thread-pooled. * [:earth_americas: Django](https://www.djangoproject.com/) - The most popular web framework in Python. * [:earth_americas: Flask](http://flask.pocoo.org/) - A microframework for Python. - * [:octocat: awesome-flask](https://github.com/humiaozuzu/awesome-flask) - :star: 8736 :fork_and_knife: 1315 + * [:octocat: awesome-flask](https://github.com/humiaozuzu/awesome-flask) - :star: 8827 :fork_and_knife: 1329 * [:earth_americas: Pyramid](http://www.pylonsproject.org/) - A small, fast, down-to-earth, open source Python web framework. - * [:octocat: awesome-pyramid](https://github.com/uralbash/awesome-pyramid) - :star: 483 :fork_and_knife: 55 + * [:octocat: awesome-pyramid](https://github.com/uralbash/awesome-pyramid) - :star: 486 :fork_and_knife: 55 * [:earth_americas: Tornado](http://www.tornadoweb.org/en/latest/) - A Web framework and asynchronous networking library. * [:earth_americas: TurboGears](http://www.turbogears.org/) - A microframework that can scale up to a full stack solution. @@ -1174,10 +1174,10 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with WebSocket.* -* [:octocat: AutobahnPython](https://github.com/crossbario/autobahn-python) - :star: 2172 :fork_and_knife: 613 - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). -* [:octocat: Crossbar](https://github.com/crossbario/crossbar/) - :star: 1748 :fork_and_knife: 251 - Open-source Unified Application Router (Websocket & WAMP for Python on Autobahn). -* [:octocat: django-socketio](https://github.com/stephenmcd/django-socketio) - :star: 1248 :fork_and_knife: 244 - WebSockets for Django. -* [:octocat: WebSocket-for-Python](https://github.com/Lawouach/WebSocket-for-Python) - :star: 1067 :fork_and_knife: 275 - WebSocket client and server library for Python 2 and 3 as well as PyPy. +* [:octocat: AutobahnPython](https://github.com/crossbario/autobahn-python) - :star: 2175 :fork_and_knife: 616 - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). +* [:octocat: Crossbar](https://github.com/crossbario/crossbar/) - :star: 1750 :fork_and_knife: 250 - Open-source Unified Application Router (Websocket & WAMP for Python on Autobahn). +* [:octocat: django-socketio](https://github.com/stephenmcd/django-socketio) - :star: 1253 :fork_and_knife: 243 - WebSockets for Django. +* [:octocat: WebSocket-for-Python](https://github.com/Lawouach/WebSocket-for-Python) - :star: 1069 :fork_and_knife: 275 - WebSocket client and server library for Python 2 and 3 as well as PyPy. # Services @@ -1245,11 +1245,11 @@ Where to discover new Python libraries. List of lists. * Monty - * [:octocat: awesome](https://github.com/sindresorhus/awesome) - :star: 133064 :fork_and_knife: 17760 - * [:octocat: lists](https://github.com/jnv/lists) - :star: 6537 :fork_and_knife: 562 + * [:octocat: awesome](https://github.com/sindresorhus/awesome) - :star: 134737 :fork_and_knife: 17951 + * [:octocat: lists](https://github.com/jnv/lists) - :star: 6566 :fork_and_knife: 565 * Python - * [:octocat: pycrumbs](https://github.com/kirang89/pycrumbs) - :star: 2945 :fork_and_knife: 682 - * [:octocat: python-github-projects](https://github.com/checkcheckzz/python-github-projects) - :star: 611 :fork_and_knife: 186 - * [:octocat: python_reference](https://github.com/rasbt/python_reference) - :star: 2247 :fork_and_knife: 604 - * [:octocat: pythonidae](https://github.com/svaksha/pythonidae) - :star: 745 :fork_and_knife: 166 + * [:octocat: pycrumbs](https://github.com/kirang89/pycrumbs) - :star: 2946 :fork_and_knife: 682 + * [:octocat: python-github-projects](https://github.com/checkcheckzz/python-github-projects) - :star: 614 :fork_and_knife: 191 + * [:octocat: python_reference](https://github.com/rasbt/python_reference) - :star: 2248 :fork_and_knife: 606 + * [:octocat: pythonidae](https://github.com/svaksha/pythonidae) - :star: 743 :fork_and_knife: 166 From 6631e2ae11037c8a4bea8301d86d677b3b768542 Mon Sep 17 00:00:00 2001 From: trananhkma Date: Sat, 13 Jun 2020 12:44:59 +0700 Subject: [PATCH 2/8] "update 2020-06-13T12:44:59.206345" --- README.md | 1330 ++++++++++++++++++++++++++++------------------------- 1 file changed, 692 insertions(+), 638 deletions(-) diff --git a/README.md b/README.md index e47fb33..97319e7 100644 --- a/README.md +++ b/README.md @@ -1,21 +1,23 @@ # Fucking Awesome Python -A curated list with Github stars and forks stats based on awesome [awesome-python](https://github.com/vinta/awesome-python) +A curated list with Github :stars: and :forks: stats based on awesome [awesome-python](https://github.com/vinta/awesome-python) Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome-go). - [Awesome Python](#awesome-python) - [Admin Panels](#admin-panels) - [Algorithms and Design Patterns](#algorithms-and-design-patterns) - - [Anti-spam](#anti-spam) - - [Asset Management](#asset-management) + - [ASGI Servers](#asgi-servers) + - [Asynchronous Programming](#asynchronous-programming) - [Audio](#audio) - [Authentication](#authentication) - [Build Tools](#build-tools) + - [Built-in Classes Enhancement](#built-in-classes-enhancement) - [Caching](#caching) - [ChatOps Tools](#chatops-tools) - [CMS](#cms) - - [Code Analysis and Linter](#code-analysis-and-linter) + - [Code Analysis](#code-analysis) + - [Command-line Interface Development](#command-line-interface-development) - [Command-line Tools](#command-line-tools) - [Compatibility](#compatibility) - [Computer Vision](#computer-vision) @@ -31,6 +33,7 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- - [Debugging Tools](#debugging-tools) - [Deep Learning](#deep-learning) - [DevOps Tools](#devops-tools) + - [Distributed Computing](#distributed-computing) - [Distribution](#distribution) - [Documentation](#documentation) - [Downloader](#downloader) @@ -44,30 +47,30 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- - [Functional Programming](#functional-programming) - [Game Development](#game-development) - [Geolocation](#geolocation) - - [GUI](#gui) + - [GUI Development](#gui-development) - [Hardware](#hardware) - - [High Performance](#high-performance) - [HTML Manipulation](#html-manipulation) - - [HTTP](#http) - - [Imagery](#imagery) + - [HTTP Clients](#http-clients) + - [Image Processing](#image-processing) + - [Implementations](#implementations) - [Interactive Interpreter](#interactive-interpreter) - [Internationalization](#internationalization) - [Job Scheduler](#job-scheduler) - [Logging](#logging) - [Machine Learning](#machine-learning) - - [MapReduce](#mapreduce) - [Miscellaneous](#miscellaneous) - [Natural Language Processing](#natural-language-processing) - - [Network Virtualization](#network-virtualization-and-sdn) - - [Networking](#networking) + - [Network Virtualization](#network-virtualization) - [News Feed](#news-feed) - [ORM](#orm) - [Package Management](#package-management) - [Package Repositories](#package-repositories) - [Permissions](#permissions) - [Processes](#processes) - - [Queue](#queue) + - [Recommender Systems](#recommender-systems) + - [Refactoring](#refactoring) - [RESTful API](#restful-api) + - [Robotics](#robotics) - [RPC Servers](#rpc-servers) - [Science](#science) - [Search](#search) @@ -76,110 +79,103 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- - [Specific Formats Processing](#specific-formats-processing) - [Static Site Generator](#static-site-generator) - [Tagging](#tagging) + - [Task Queues](#task-queues) - [Template Engine](#template-engine) - [Testing](#testing) - [Text Processing](#text-processing) - [Third-party APIs](#third-party-apis) - [URL Manipulation](#url-manipulation) - [Video](#video) + - [Web Asset Management](#web-asset-management) - [Web Content Extracting](#web-content-extracting) - [Web Crawling](#web-crawling) - [Web Frameworks](#web-frameworks) - [WebSocket](#websocket) - [WSGI Servers](#wsgi-servers) -- [Services](#services) - - [Code Quality](#code-quality) - - [Continuous Integration](#continuous-integration) - [Resources](#resources) - - [Podcasts](#podcasts) - - [Twitter](#twitter) + - [Books](#books) - [Websites](#websites) - - [Weekly](#weekly) -- [Other Awesome Lists](#other-awesome-lists) + - [Newsletters](#newsletters) + - [Podcasts](#podcasts) - [Contributing](#contributing) -- - - +--- ## Admin Panels *Libraries for administrative interfaces.* -* [:octocat: Ajenti](https://github.com/ajenti/ajenti) - :star: 6019 :fork_and_knife: 737 - The admin panel your servers deserve. -* [:earth_americas: django-suit](http://djangosuit.com/) - Alternative Django Admin-Interface (free only for Non-commercial use). -* [:octocat: django-xadmin](https://github.com/sshwsfc/xadmin) - :star: 4390 :fork_and_knife: 1350 - Drop-in replacement of Django admin comes with lots of goodies. -* [:octocat: flask-admin](https://github.com/flask-admin/flask-admin) - :star: 4267 :fork_and_knife: 1210 - Simple and extensible administrative interface framework for Flask. -* [:octocat: flower](https://github.com/mher/flower) - :star: 4265 :fork_and_knife: 740 - Real-time monitor and web admin for Celery. -* [:earth_americas: Grappelli](http://grappelliproject.com) - A jazzy skin for the Django Admin-Interface. -* [:octocat: Wooey](https://github.com/wooey/wooey) - :star: 1435 :fork_and_knife: 160 - A Django app which creates automatic web UIs for Python scripts. +* [:octocat: ajenti](https://github.com/ajenti/ajenti) - :star: 6020 :fork_and_knife: 737 - The admin panel your servers deserve. +* [:earth_americas: django-grappelli](https://grappelliproject.com/) - A jazzy skin for the Django Admin-Interface. +* [:octocat: django-jet](https://github.com/geex-arts/django-jet) - :star: 2756 :fork_and_knife: 596 - Modern responsive template for the Django admin interface with improved functionality. +* [:earth_americas: django-suit](https://djangosuit.com/) - Alternative Django Admin-Interface (free only for Non-commercial use). +* [:octocat: django-xadmin](https://github.com/sshwsfc/xadmin) - :star: 4390 :fork_and_knife: 1351 - Drop-in replacement of Django admin comes with lots of goodies. +* [:octocat: jet-bridge](https://github.com/jet-admin/jet-bridge) - :star: 722 :fork_and_knife: 63 - Admin panel framework for any application with nice UI (ex Jet Django) +* [:octocat: flask-admin](https://github.com/flask-admin/flask-admin) - :star: 4266 :fork_and_knife: 1212 - Simple and extensible administrative interface framework for Flask. +* [:octocat: flower](https://github.com/mher/flower) - :star: 4276 :fork_and_knife: 743 - Real-time monitor and web admin for Celery. +* [:octocat: wooey](https://github.com/wooey/wooey) - :star: 1439 :fork_and_knife: 160 - A Django app which creates automatic web UIs for Python scripts. ## Algorithms and Design Patterns -*Python implementation of algorithms and design patterns.* +*Python implementation of data structures, algorithms and design patterns.* -* [:octocat: algorithms](https://github.com/nryoung/algorithms) - :star: 2878 :fork_and_knife: 721 - A module of algorithms for Python. -* [:octocat: PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - :star: 994 :fork_and_knife: 91 - A simple yet effective library for implementing common design patterns. -* [:octocat: python-patterns](https://github.com/faif/python-patterns) - :star: 24908 :fork_and_knife: 5268 - A collection of design patterns in Python. -* [:earth_americas: sortedcontainers](http://www.grantjenks.com/docs/sortedcontainers/) - Fast, pure-Python implementation of SortedList, SortedDict, and SortedSet types. +* Algorithms + * [:octocat: TheAlgorithms](https://github.com/TheAlgorithms/Python) - :star: 76567 :fork_and_knife: 23035 - All Algorithms implemented in Python. + * [:octocat: algorithms](https://github.com/keon/algorithms) - :star: 17427 :fork_and_knife: 3521 - Minimal examples of data structures and algorithms. + * [:octocat: python-ds](https://github.com/prabhupant/python-ds) - :star: 963 :fork_and_knife: 319 - A collection of data structure and algorithms for coding interviews. + * [:octocat: sortedcontainers](https://github.com/grantjenks/python-sortedcontainers) - :star: 1741 :fork_and_knife: 109 - Fast and pure-Python implementation of sorted collections. +* Design Patterns + * [:octocat: PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - :star: 994 :fork_and_knife: 92 - A simple yet effective library for implementing common design patterns. + * [:octocat: python-patterns](https://github.com/faif/python-patterns) - :star: 24934 :fork_and_knife: 5270 - A collection of design patterns in Python. + * [:octocat: transitions](https://github.com/pytransitions/transitions) - :star: 3014 :fork_and_knife: 378 - A lightweight, object-oriented finite state machine implementation. -## Anti-spam +## ASGI Servers -*Libraries for fighting spam.* +*[ASGI](https://asgi.readthedocs.io/en/latest/)-compatible web servers.* -* [:octocat: django-simple-captcha](https://github.com/mbi/django-simple-captcha) - :star: 1063 :fork_and_knife: 286 - A simple and highly customizable Django app to add captcha images to any Django form. -* [:octocat: django-simple-spam-blocker](https://github.com/moqada/django-simple-spam-blocker) - :star: 27 :fork_and_knife: 7 - Simple spam blocker for Django. +* [:octocat: uvicorn](https://github.com/encode/uvicorn) - :star: 2667 :fork_and_knife: 191 - A lightning-fast ASGI server implementation, using uvloop and httptools. +* [:octocat: daphne](https://github.com/django/daphne) - :star: 1280 :fork_and_knife: 164 - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP. -## Asset Management +## Asynchronous Programming -*Tools for managing, compressing and minifying website assets.* - -* [:octocat: django-compressor](https://github.com/django-compressor/django-compressor) - :star: 2337 :fork_and_knife: 557 - Compresses linked and inline JavaScript or CSS into a single cached file. -* [:octocat: django-pipeline](https://github.com/jazzband/django-pipeline) - :star: 1370 :fork_and_knife: 341 - An asset packaging library for Django. -* [:octocat: django-storages](https://github.com/jschneier/django-storages) - :star: 1600 :fork_and_knife: 624 - A collection of custom storage back ends for Django. -* [:earth_americas: fanstatic](http://www.fanstatic.org/en/latest/) - Packages, optimizes, and serves static file dependencies as Python packages. -* [:earth_americas: fileconveyor](http://fileconveyor.org/) - A daemon to detect and sync files to CDNs, S3 and FTP. -* [:octocat: flask-assets](https://github.com/miracle2k/flask-assets) - :star: 401 :fork_and_knife: 88 - Helps you integrate webassets into your Flask app. -* [:octocat: jinja-assets-compressor](https://github.com/jaysonsantos/jinja-assets-compressor) - :star: 92 :fork_and_knife: 11 - A Jinja extension to compile and compress your assets. -* [:octocat: webassets](https://github.com/miracle2k/webassets) - :star: 883 :fork_and_knife: 253 - Bundles, optimizes, and manages unique cache-busting URLs for static resources. +* [:earth_americas: asyncio](https://docs.python.org/3/library/asyncio.html) - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks. + - [awesome-asyncio](https://github.com/timofurrer/awesome-asyncio) +* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 6946 :fork_and_knife: 407 - Ultra fast asyncio event loop. +* [:earth_americas: Twisted](https://twistedmatrix.com/trac/) - An event-driven networking engine. ## Audio -*Libraries for manipulating audio.* +*Libraries for manipulating audio and its metadata.* -* [:octocat: audiolazy](https://github.com/danilobellini/audiolazy) - :star: 544 :fork_and_knife: 70 - Expressive Digital Signal Processing (DSP) package for Python. -* [:octocat: audioread](https://github.com/beetbox/audioread) - :star: 324 :fork_and_knife: 78 - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. -* [:earth_americas: beets](http://beets.io/) - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger. -* [:octocat: dejavu](https://github.com/worldveil/dejavu) - :star: 4984 :fork_and_knife: 1152 - Audio fingerprinting and recognition. -* [:octocat: django-elastic-transcoder](https://github.com/StreetVoice/django-elastic-transcoder) - :star: 61 :fork_and_knife: 35 - Django + [Amazon Elastic Transcoder](http://aws.amazon.com/elastictranscoder/). -* [:earth_americas: eyeD3](http://eyed3.nicfit.net/) - A tool for working with audio files, specifically MP3 files containing ID3 metadata. -* [:earth_americas: id3reader](http://nedbatchelder.com/code/modules/id3reader.py) - A Python module for reading MP3 meta data. -* [:octocat: m3u8](https://github.com/globocom/m3u8) - :star: 841 :fork_and_knife: 274 - A module for parsing m3u8 file. -* [:earth_americas: mingus](http://bspaans.github.io/python-mingus/) - An advanced music theory and notation package with MIDI file and playback support. -* [:earth_americas: mutagen](https://bitbucket.org/lazka/mutagen) - A Python module to handle audio metadata. -* [:octocat: pydub](https://github.com/jiaaro/pydub) - :star: 4472 :fork_and_knife: 628 - Manipulate audio with a simple and easy high level interface. -* [:octocat: pyechonest](https://github.com/echonest/pyechonest) - :star: 638 :fork_and_knife: 951 - Python client for the [Echo Nest](http://developer.echonest.com/) API. -* [:earth_americas: talkbox](http://scikits.appspot.com/talkbox) - A Python library for speech/signal processing. -* [:octocat: TimeSide](https://github.com/Parisson/TimeSide) - :star: 285 :fork_and_knife: 48 - Open web audio processing framework. -* [:octocat: tinytag](https://github.com/devsnd/tinytag) - :star: 394 :fork_and_knife: 78 - A library for reading music meta data of MP3, OGG, FLAC and Wave files. +* Audio + * [:octocat: audioread](https://github.com/beetbox/audioread) - :star: 324 :fork_and_knife: 77 - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. + * [:octocat: dejavu](https://github.com/worldveil/dejavu) - :star: 4988 :fork_and_knife: 1153 - Audio fingerprinting and recognition. + * [:octocat: matchering](https://github.com/sergree/matchering) - :star: 208 :fork_and_knife: 36 - A library for automated reference audio mastering. + * [:earth_americas: mingus](http://bspaans.github.io/python-mingus/) - An advanced music theory and notation package with MIDI file and playback support. + * [:octocat: pyAudioAnalysis](https://github.com/tyiannak/pyAudioAnalysis) - :star: 3193 :fork_and_knife: 879 - Audio feature extraction, classification, segmentation and applications. + * [:octocat: pydub](https://github.com/jiaaro/pydub) - :star: 4479 :fork_and_knife: 628 - Manipulate audio with a simple and easy high level interface. + * [:octocat: TimeSide](https://github.com/Parisson/TimeSide) - :star: 286 :fork_and_knife: 48 - Open web audio processing framework. +* Metadata + * [:octocat: beets](https://github.com/beetbox/beets) - :star: 9425 :fork_and_knife: 1591 - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger. + * [:octocat: eyeD3](https://github.com/nicfit/eyeD3) - :star: 231 :fork_and_knife: 38 - A tool for working with audio files, specifically MP3 files containing ID3 metadata. + * [:octocat: mutagen](https://github.com/quodlibet/mutagen) - :star: 617 :fork_and_knife: 87 - A Python module to handle audio metadata. + * [:octocat: tinytag](https://github.com/devsnd/tinytag) - :star: 395 :fork_and_knife: 78 - A library for reading music meta data of MP3, OGG, FLAC and Wave files. ## Authentication *Libraries for implementing authentications schemes.* * OAuth - * [:earth_americas: Authomatic](http://peterhudec.github.io/authomatic/) - Simple but powerful framework agnostic authentication/authorization client. - * [:octocat: django-allauth](https://github.com/pennersr/django-allauth) - :star: 5540 :fork_and_knife: 1949 - Authentication app for Django that "just works." - * [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - :star: 1936 :fork_and_knife: 552 - OAuth 2 goodies for Django. - * [:octocat: Flask-OAuthlib](https://github.com/lepture/flask-oauthlib) - :star: 1385 :fork_and_knife: 434 - OAuth 1.0/a, 2.0 implementation of client and provider for Flask. - * [:octocat: OAuthLib](https://github.com/idan/oauthlib) - :star: 2038 :fork_and_knife: 412 - A generic and thorough implementation of the OAuth request-signing logic. + * [:octocat: authlib](https://github.com/lepture/authlib) - :star: 1846 :fork_and_knife: 191 - JavaScript Object Signing and Encryption draft implementation. + * [:octocat: django-allauth](https://github.com/pennersr/django-allauth) - :star: 5549 :fork_and_knife: 1951 - Authentication app for Django that "just works." + * [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - :star: 1939 :fork_and_knife: 553 - OAuth 2 goodies for Django. + * [:octocat: oauthlib](https://github.com/idan/oauthlib) - :star: 2041 :fork_and_knife: 413 - A generic and thorough implementation of the OAuth request-signing logic. * [:octocat: python-oauth2](https://github.com/joestump/python-oauth2) - :star: 2917 :fork_and_knife: 1043 - A fully tested, abstract interface to creating OAuth clients and servers. - * [:octocat: python-social-auth](https://github.com/omab/python-social-auth) - :star: 2786 :fork_and_knife: 1141 - An easy-to-setup social authentication mechanism. - * [:octocat: rauth](https://github.com/litl/rauth) - :star: 1565 :fork_and_knife: 167 - A Python library for OAuth 1.0/a, 2.0, and Ofly. - * [:octocat: sanction](https://github.com/demianbrecht/sanction) - :star: 182 :fork_and_knife: 44 - A dead simple OAuth2 client implementation. -* Others - * [:octocat: jose](https://github.com/demonware/jose) - :star: 81 :fork_and_knife: 25 - JavaScript Object Signing and Encryption draft implementation. - * [:octocat: PyJWT](https://github.com/jpadilla/pyjwt) - :star: 3295 :fork_and_knife: 423 - Implementation of the JSON Web Token draft 01. - * [:octocat: python-jws](https://github.com/brianloveswords/python-jws) - :star: 54 :fork_and_knife: 29 - Implementation of JSON Web Signatures draft 02. - * [:octocat: python-jwt](https://github.com/davedoesdev/python-jwt) - :star: 172 :fork_and_knife: 24 - Module for generating and verifying JSON Web Tokens. + * [:octocat: python-social-auth](https://github.com/omab/python-social-auth) - :star: 2785 :fork_and_knife: 1141 - An easy-to-setup social authentication mechanism. +* JWT + * [:octocat: pyjwt](https://github.com/jpadilla/pyjwt) - :star: 3301 :fork_and_knife: 423 - JSON Web Token implementation in Python. + * [:octocat: python-jose](https://github.com/mpdavis/python-jose/) - :star: 628 :fork_and_knife: 126 - A JOSE implementation in Python. + * [:octocat: python-jwt](https://github.com/davedoesdev/python-jwt) - :star: 172 :fork_and_knife: 24 - A module for generating and verifying JSON Web Tokens. ## Build Tools @@ -187,299 +183,354 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: BitBake](http://www.yoctoproject.org/docs/1.6/bitbake-user-manual/bitbake-user-manual.html) - A make-like build tool for embedded Linux. * [:earth_americas: buildout](http://www.buildout.org/en/latest/) - A build system for creating, assembling and deploying applications from multiple parts. -* [:octocat: PlatformIO](https://github.com/platformio/platformio) - :star: 4118 :fork_and_knife: 526 - A console tool to build code with different development platforms. -* [:octocat: PyBuilder](https://github.com/pybuilder/pybuilder) - :star: 1214 :fork_and_knife: 220 - A continuous build tool written in pure Python. +* [:octocat: PlatformIO](https://github.com/platformio/platformio-core) - :star: 4128 :fork_and_knife: 526 - A console tool to build code with different development platforms. +* [:octocat: pybuilder](https://github.com/pybuilder/pybuilder) - :star: 1215 :fork_and_knife: 220 - A continuous build tool written in pure Python. * [:earth_americas: SCons](http://www.scons.org/) - A software construction tool. +## Built-in Classes Enhancement + +*Libraries for enhancing Python built-in classes.* + +* [:earth_americas: dataclasses](https://docs.python.org/3/library/dataclasses.html) - (Python standard library) Data classes. +* [:octocat: attrs](https://github.com/python-attrs/attrs) - :star: 3098 :fork_and_knife: 216 - Replacement for `__init__`, `__eq__`, `__repr__`, etc. boilerplate in class definitions. +* [:octocat: bidict](https://github.com/jab/bidict) - :star: 601 :fork_and_knife: 34 - Efficient, Pythonic bidirectional map data structures and related functionality.. +* [:octocat: Box](https://github.com/cdgriffith/Box) - :star: 1468 :fork_and_knife: 60 - Python dictionaries with advanced dot notation access. +* [:octocat: DottedDict](https://github.com/carlosescri/DottedDict) - :star: 99 :fork_and_knife: 12 - A library that provides a method of accessing lists and dicts with a dotted path notation. + ## CMS *Content Management Systems.* -* [:earth_americas: django-cms](http://www.django-cms.org/en/) - An Open source enterprise CMS based on the Django. -* [:earth_americas: djedi-cms](http://djedi-cms.org/) - A lightweight but yet powerful Django CMS with plugins, inline editing and performance in mind. -* [:earth_americas: FeinCMS](http://www.feincms.org/) - One of the most advanced Content Management Systems built on Django. -* [:earth_americas: Kotti](http://kotti.pylonsproject.org/) - A high-level, Pythonic web application framework built on Pyramid. -* [:earth_americas: Mezzanine](http://mezzanine.jupo.org/) - A powerful, consistent, and flexible content management platform. -* [:earth_americas: Opps](http://opps.github.io/opps/) - A Django-based CMS for magazines, newspapers websites and portals with high-traffic. -* [:earth_americas: Plone](https://plone.org/) - A CMS built on top of the open source application server Zope. -* [:earth_americas: Quokka](http://quokkaproject.org/) - Flexible, extensible, small CMS powered by Flask and MongoDB. -* [:earth_americas: Wagtail](https://wagtail.io/) - A Django content management system. -* [:earth_americas: Widgy](https://wid.gy/) - Last CMS framework, based on Django. +* [:earth_americas: wagtail](https://wagtail.io/) - A Django content management system. +* [:earth_americas: django-cms](https://www.django-cms.org/en/) - An Open source enterprise CMS based on the Django. +* [:octocat: feincms](https://github.com/feincms/feincms) - :star: 775 :fork_and_knife: 222 - One of the most advanced Content Management Systems built on Django. +* [:octocat: indico](https://github.com/indico/indico) - :star: 1042 :fork_and_knife: 239 - A feature-rich event management system, made @ [CERN](https://en.wikipedia.org/wiki/CERN). +* [:octocat: Kotti](https://github.com/Kotti/Kotti) - :star: 349 :fork_and_knife: 113 - A high-level, Pythonic web application framework built on Pyramid. +* [:octocat: mezzanine](https://github.com/stephenmcd/mezzanine) - :star: 4085 :fork_and_knife: 1480 - A powerful, consistent, and flexible content management platform. +* [:earth_americas: plone](https://plone.org/) - A CMS built on top of the open source application server Zope. +* [:octocat: quokka](https://github.com/rochacbruno/quokka) - :star: 2187 :fork_and_knife: 460 - Flexible, extensible, small CMS powered by Flask and MongoDB. ## Caching *Libraries for caching data.* -* [:octocat: Beaker](https://github.com/bbangert/beaker) - :star: 444 :fork_and_knife: 127 - A library for caching and sessions for use with web applications and stand-alone Python scripts and applications. -* [:earth_americas: DiskCache](http://www.grantjenks.com/docs/diskcache/) - SQLite and file backed cache backend with faster lookups than memcached and redis. -* [:octocat: django-cache-machine](https://github.com/django-cache-machine/django-cache-machine) - :star: 785 :fork_and_knife: 153 - Automatic caching and invalidation for Django models. -* [:octocat: django-cacheops](https://github.com/Suor/django-cacheops) - :star: 1243 :fork_and_knife: 160 - A slick ORM cache with automatic granular event-driven invalidation. -* [:octocat: django-viewlet](https://github.com/5monkeys/django-viewlet) - :star: 59 :fork_and_knife: 15 - Render template parts with extended cache control. -* [:earth_americas: dogpile.cache](http://dogpilecache.readthedocs.io/) - dogpile.cache is next generation replacement for Beaker made by same authors. -* [:earth_americas: HermesCache](https://pypi.python.org/pypi/HermesCache) - Python caching library with tag-based invalidation and dogpile effect prevention. -* [:octocat: johnny-cache](https://github.com/jmoiron/johnny-cache) - :star: 296 :fork_and_knife: 94 - A caching framework for django applications. -* [:octocat: pylibmc](https://github.com/lericson/pylibmc) - :star: 432 :fork_and_knife: 120 - A Python wrapper around the [libmemcached](http://libmemcached.org/libMemcached.html) interface. +* [:octocat: beaker](https://github.com/bbangert/beaker) - :star: 444 :fork_and_knife: 127 - A WSGI middleware for sessions and caching. +* [:octocat: django-cache-machine](https://github.com/django-cache-machine/django-cache-machine) - :star: 786 :fork_and_knife: 153 - Automatic caching and invalidation for Django models. +* [:octocat: django-cacheops](https://github.com/Suor/django-cacheops) - :star: 1244 :fork_and_knife: 160 - A slick ORM cache with automatic granular event-driven invalidation. +* [:earth_americas: dogpile.cache](http://dogpilecache.readthedocs.io/en/latest/) - dogpile.cache is next generation replacement for Beaker made by same authors. +* [:earth_americas: HermesCache](https://pypi.org/project/HermesCache/) - Python caching library with tag-based invalidation and dogpile effect prevention. +* [:octocat: pylibmc](https://github.com/lericson/pylibmc) - :star: 432 :fork_and_knife: 120 - A Python wrapper around the [libmemcached](https://libmemcached.org/libMemcached.html) interface. +* [:earth_americas: python-diskcache](http://www.grantjenks.com/docs/diskcache/) - SQLite and file backed cache backend with faster lookups than memcached and redis. ## ChatOps Tools *Libraries for chatbot development.* -* [:earth_americas: Errbot](http://errbot.io/) - The easiest and most popular chatbot to implement ChatOps. +* [:octocat: errbot](https://github.com/errbotio/errbot/) - :star: 2247 :fork_and_knife: 499 - The easiest and most popular chatbot to implement ChatOps. -## Code Analysis and Linter +## Code Analysis -*Libraries and tools for analysing, parsing and manipulation codebases.* +*Tools of static analysis, linters and code quality checkers. Also see [awesome-static-analysis](https://github.com/mre/awesome-static-analysis).* * Code Analysis - * [:earth_americas: coala](http://coala-analyzer.org/) - Language independent and easily extendable code analysis application. + * [:octocat: coala](https://github.com/coala/coala/) - :star: 3009 :fork_and_knife: 1350 - Language independent and easily extendable code analysis application. * [:octocat: code2flow](https://github.com/scottrogowski/code2flow) - :star: 735 :fork_and_knife: 123 - Turn your Python and JavaScript code into DOT flowcharts. - * [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - :star: 1433 :fork_and_knife: 245 - A library that visualises the flow (call graph) of your Python application. -* Linter - * [:earth_americas: Flake8](https://pypi.python.org/pypi/flake8) - The modular source code checker: pep8, pyflakes and co. - * [:octocat: pylama](https://github.com/klen/pylama) - :star: 701 :fork_and_knife: 70 - Code audit tool for Python and JavaScript. - * [:earth_americas: Pylint](https://www.pylint.org/) - A Fully customizable source code analyzer. + * [:octocat: prospector](https://github.com/PyCQA/prospector) - :star: 1261 :fork_and_knife: 111 - A tool to analyse Python code. + * [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - :star: 1434 :fork_and_knife: 245 - A library that visualises the flow (call graph) of your Python application. + * [:octocat: vulture](https://github.com/jendrikseipp/vulture) - :star: 915 :fork_and_knife: 52 - A tool for finding and analysing dead Python code. +* Code Linters + * [:earth_americas: flake8](https://pypi.org/project/flake8/) - A wrapper around `pycodestyle`, `pyflakes` and McCabe. + * [:octocat: awesome-flake8-extensions](https://github.com/DmytroLitvinov/awesome-flake8-extensions) - :star: 337 :fork_and_knife: 15 + * [:earth_americas: pylint](https://www.pylint.org/) - A fully customizable source code analyzer. + * [:octocat: pylama](https://github.com/klen/pylama) - :star: 702 :fork_and_knife: 71 - A code audit tool for Python and JavaScript. + * [:octocat: wemake-python-styleguide](https://github.com/wemake-services/wemake-python-styleguide) - :star: 1022 :fork_and_knife: 207 - The strictest and most opinionated python linter ever. +* Code Formatters + * [:octocat: black](https://github.com/python/black) - :star: 16358 :fork_and_knife: 982 - The uncompromising Python code formatter. + * [:octocat: yapf](https://github.com/google/yapf) - :star: 10715 :fork_and_knife: 727 - Yet another Python code formatter from Google. +* Static Type Checkers, also see [awesome-python-typing](https://github.com/typeddjango/awesome-python-typing) + * [:earth_americas: mypy](http://mypy-lang.org/) - Check variable types during compile time. + * [:octocat: typeshed](https://github.com/python/typeshed) - :star: 1698 :fork_and_knife: 844 - Collection of library stubs for Python, with static types. + * [:octocat: pyre-check](https://github.com/facebook/pyre-check) - :star: 3417 :fork_and_knife: 192 - Performant type checking. +* Static Type Annotations Generators + * [:octocat: MonkeyType](https://github.com/Instagram/MonkeyType) - :star: 2985 :fork_and_knife: 112 - A system for Python that generates static type annotations by collecting runtime types + +## Command-line Interface Development + +*Libraries for building command-line applications.* + +* Command-line Application Development + * [:earth_americas: cement](http://builtoncement.com/) - CLI Application Framework for Python. + * [:earth_americas: click](http://click.pocoo.org/dev/) - A package for creating beautiful command line interfaces in a composable way. + * [:earth_americas: cliff](https://docs.openstack.org/developer/cliff/) - A framework for creating command-line programs with multi-level commands. + * [:earth_americas: docopt](http://docopt.org/) - Pythonic command line arguments parser. + * [:octocat: python-fire](https://github.com/google/python-fire) - :star: 17139 :fork_and_knife: 1048 - A library for creating command line interfaces from absolutely any Python object. + * [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - :star: 6325 :fork_and_knife: 481 - A library for building powerful interactive command lines. +* Terminal Rendering + * [:octocat: asciimatics](https://github.com/peterbrittain/asciimatics) - :star: 1867 :fork_and_knife: 156 - A package to create full-screen text UIs (from interactive forms to ASCII animations). + * [:octocat: bashplotlib](https://github.com/glamp/bashplotlib) - :star: 1410 :fork_and_knife: 116 - Making basic plots in the terminal. + * [:earth_americas: colorama](https://pypi.org/project/colorama/) - Cross-platform colored terminal text. + * [:octocat: rich](https://github.com/willmcgugan/rich) - :star: 7250 :fork_and_knife: 167 - Python library for rich text and beautiful formatting in the terminal. Also provides a great `RichHandler` log handler. + * [:octocat: tqdm](https://github.com/tqdm/tqdm) - :star: 14824 :fork_and_knife: 763 - Fast, extensible progress bar for loops and CLI. + * [:octocat: alive-progress](https://github.com/rsalmei/alive-progress) - :star: 622 :fork_and_knife: 20 - A new kind of Progress Bar, with real-time throughput, eta and very cool animations. ## Command-line Tools -*Libraries for building command-line application.* +*Useful CLI-based tools for productivity.* -* Command-line Application Development - * [:octocat: asciimatics](https://github.com/peterbrittain/asciimatics) - :star: 1862 :fork_and_knife: 155 - Cross-platform, full-screen terminal package (i.e. mouse/keyboard input and coloured, positioned text output) complete with high-level API for complex animations and special effects. - * [:earth_americas: cement](http://builtoncement.com/) - CLI Application Framework for Python. - * [:earth_americas: click](http://click.pocoo.org/dev/) - A package for creating beautiful command line interfaces in a composable way. - * [:earth_americas: cliff](http://docs.openstack.org/developer/cliff/) - A framework for creating command-line programs with multi-level commands. - * [:octocat: clint](https://github.com/kennethreitz/clint) - :star: 13 :fork_and_knife: 2 - Python Command-line Application Tools. - * [:earth_americas: colorama](https://pypi.python.org/pypi/colorama) - Cross-platform colored terminal text. - * [:earth_americas: docopt](http://docopt.org/) - Pythonic command line arguments parser. - * [:octocat: Gooey](https://github.com/chriskiehl/Gooey) - :star: 8865 :fork_and_knife: 520 - Turn command line programs into a full GUI application with one line - * [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - :star: 6317 :fork_and_knife: 480 - A Library for building powerful interactive command lines. * Productivity Tools - * [:octocat: aws-cli](https://github.com/aws/aws-cli) - :star: 9701 :fork_and_knife: 2228 - A universal command-line interface for Amazon Web Services. - * [:octocat: bashplotlib](https://github.com/glamp/bashplotlib) - :star: 1409 :fork_and_knife: 115 - Making basic plots in the terminal. - * [:octocat: caniusepython3](https://github.com/brettcannon/caniusepython3) - :star: 415 :fork_and_knife: 61 - Determine what projects are blocking you from porting to Python 3. - * [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - :star: 12136 :fork_and_knife: 1295 - A command-line utility that creates projects from cookiecutters (project templates). - * [:octocat: doitlive](https://github.com/sloria/doitlive) - :star: 2765 :fork_and_knife: 87 - A tool for live presentations in the terminal. - * [:octocat: howdoi](https://github.com/gleitz/howdoi) - :star: 8062 :fork_and_knife: 738 - Instant coding answers via the command line. - * [:octocat: httpie](https://github.com/jkbrzt/httpie) - :star: 46956 :fork_and_knife: 3039 - A command line HTTP client, a user-friendly cURL replacement. - * [:octocat: mycli](https://github.com/dbcli/mycli) - :star: 8712 :fork_and_knife: 532 - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting. - * [:octocat: PathPicker](https://github.com/facebook/PathPicker) - :star: 4407 :fork_and_knife: 270 - Select files out of bash output. - * [:octocat: percol](https://github.com/mooz/percol) - :star: 2919 :fork_and_knife: 147 - Adds flavor of interactive selection to the traditional pipe concept on UNIX. - * [:octocat: pgcli](https://github.com/dbcli/pgcli) - :star: 8735 :fork_and_knife: 401 - Postgres CLI with autocompletion and syntax highlighting. - * [:octocat: SAWS](https://github.com/donnemartin/saws) - :star: 4502 :fork_and_knife: 244 - A Supercharged AWS CLI. - * [:octocat: thefuck](https://github.com/nvbn/thefuck) - :star: 53806 :fork_and_knife: 2704 - Correcting your previous console command. - * [:octocat: try](https://github.com/timofurrer/try) - :star: 547 :fork_and_knife: 29 - A dead simple CLI to try out python packages - It's never been easier. + * [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - :star: 12155 :fork_and_knife: 1295 - A command-line utility that creates projects from cookiecutters (project templates). + * [:octocat: doitlive](https://github.com/sloria/doitlive) - :star: 2766 :fork_and_knife: 87 - A tool for live presentations in the terminal. + * [:octocat: howdoi](https://github.com/gleitz/howdoi) - :star: 8068 :fork_and_knife: 739 - Instant coding answers via the command line. + * [:octocat: Invoke](https://github.com/pyinvoke/invoke#readme) - :star: 2869 :fork_and_knife: 255 - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks. + * [:octocat: PathPicker](https://github.com/facebook/PathPicker) - :star: 4406 :fork_and_knife: 270 - Select files out of bash output. + * [:octocat: percol](https://github.com/mooz/percol) - :star: 2918 :fork_and_knife: 147 - Adds flavor of interactive selection to the traditional pipe concept on UNIX. + * [:octocat: thefuck](https://github.com/nvbn/thefuck) - :star: 53872 :fork_and_knife: 2709 - Correcting your previous console command. + * [:octocat: tmuxp](https://github.com/tony/tmuxp) - :star: 2781 :fork_and_knife: 179 - A [tmux](https://github.com/tmux/tmux) session manager. + * [:octocat: try](https://github.com/timofurrer/try) - :star: 547 :fork_and_knife: 29 - A dead simple CLI to try out python packages - it's never been easier. +* CLI Enhancements + * [:octocat: httpie](https://github.com/jakubroztocil/httpie) - :star: 46974 :fork_and_knife: 3042 - A command line HTTP client, a user-friendly cURL replacement. + * [:octocat: kube-shell](https://github.com/cloudnativelabs/kube-shell) - :star: 1608 :fork_and_knife: 129 - An integrated shell for working with the Kubernetes CLI. + * [:octocat: mycli](https://github.com/dbcli/mycli) - :star: 8719 :fork_and_knife: 533 - MySQL CLI with autocompletion and syntax highlighting. + * [:octocat: pgcli](https://github.com/dbcli/pgcli) - :star: 8736 :fork_and_knife: 402 - PostgreSQL CLI with autocompletion and syntax highlighting. + * [:octocat: iredis](https://github.com/laixintao/iredis) - :star: 1077 :fork_and_knife: 40 - Redis CLI with autocompletion and syntax highlighting. + * [:octocat: litecli](https://github.com/dbcli/litecli) - :star: 1137 :fork_and_knife: 30 - SQLite CLI with autocompletion and syntax highlighting. + * [:octocat: saws](https://github.com/donnemartin/saws) - :star: 4503 :fork_and_knife: 244 - A Supercharged [aws-cli](https://github.com/aws/aws-cli). ## Compatibility *Libraries for migrating from Python 2 to 3.* -* [:earth_americas: Python-Future](http://python-future.org/index.html) - The missing compatibility layer between Python 2 and Python 3. -* [:octocat: Python-Modernize](https://github.com/mitsuhiko/python-modernize) - :star: 540 :fork_and_knife: 67 - Modernizes Python code for eventual Python 3 migration. -* [:earth_americas: Six](https://pypi.python.org/pypi/six) - Python 2 and 3 compatibility utilities. +* [:earth_americas: python-future](http://python-future.org/index.html) - The missing compatibility layer between Python 2 and Python 3. +* [:octocat: python-modernize](https://github.com/mitsuhiko/python-modernize) - :star: 540 :fork_and_knife: 67 - Modernizes Python code for eventual Python 3 migration. +* [:earth_americas: six](https://pypi.org/project/six/) - Python 2 and 3 compatibility utilities. ## Computer Vision -*Libraries for computer vision.* +*Libraries for Computer Vision.* -* [:earth_americas: OpenCV](http://opencv.org/) - Open Source Computer Vision Library. -* [:octocat: pyocr](https://github.com/jflesch/pyocr) - :star: 928 :fork_and_knife: 157 - A wrapper for Tesseract and Cuneiform. -* [:octocat: pytesseract](https://github.com/madmaze/pytesseract) - :star: 2929 :fork_and_knife: 444 - Another wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr). -* [:earth_americas: SimpleCV](http://simplecv.org/) - An open source framework for building computer vision applications. +* [:octocat: Kornia](https://github.com/kornia/kornia/) - :star: 2484 :fork_and_knife: 259 - Open Source Differentiable Computer Vision Library for PyTorch. +* [:earth_americas: OpenCV](https://opencv.org/) - Open Source Computer Vision Library. +* [:octocat: pytesseract](https://github.com/madmaze/pytesseract) - :star: 2940 :fork_and_knife: 449 - Another wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr). +* [:octocat: tesserocr](https://github.com/sirfz/tesserocr) - :star: 1251 :fork_and_knife: 177 - A simple, Pillow-friendly, wrapper around the `tesseract-ocr` API for OCR. +* [:octocat: SimpleCV](https://github.com/sightmachine/SimpleCV) - :star: 2414 :fork_and_knife: 754 - An open source framework for building computer vision applications. ## Concurrency and Parallelism -*Libraries for concurrent and parallel execution.* +*Libraries for concurrent and parallel execution. Also see [awesome-asyncio](https://github.com/timofurrer/awesome-asyncio).* +* [:earth_americas: concurrent.futures](https://docs.python.org/3/library/concurrent.futures.html) - (Python standard library) A high-level interface for asynchronously executing callables. +* [:earth_americas: multiprocessing](https://docs.python.org/3/library/multiprocessing.html) - (Python standard library) Process-based parallelism. * [:earth_americas: eventlet](http://eventlet.net/) - Asynchronous framework with WSGI support. -* [:octocat: gevent](http://www.gevent.org/) - :star: 1147 :fork_and_knife: 181 - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet). -* [:earth_americas: multiprocessing](https://docs.python.org/2/library/multiprocessing.html) - (Python standard library) Process-based "threading" interface. -* [:earth_americas: threading](https://docs.python.org/2/library/threading.html) - (Python standard library) Higher-level threading interface. -* [:octocat: Tomorrow](https://github.com/madisonmay/Tomorrow) - :star: 1443 :fork_and_knife: 101 - Magic decorator syntax for asynchronous code. -* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 6939 :fork_and_knife: 407 - Ultra fast implementation of asyncio event loop on top of libuv. +* [:octocat: gevent](http://www.gevent.org/) - :star: 1146 :fork_and_knife: 182 - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet). +* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 6946 :fork_and_knife: 407 - Ultra fast implementation of `asyncio` event loop on top of `libuv`. +* [:octocat: scoop](https://github.com/soravux/scoop) - :star: 454 :fork_and_knife: 74 - Scalable Concurrent Operations in Python. ## Configuration *Libraries for storing and parsing configuration options.* -* [:earth_americas: config](https://www.red-dove.com/config-doc/) - Hierarchical config from the author of [logging](https://docs.python.org/2/library/logging.html). -* [:earth_americas: ConfigObj](http://www.voidspace.org.uk/python/configobj.html) - INI file parser with validation. -* [:earth_americas: ConfigParser](https://docs.python.org/2/library/configparser.html) - (Python standard library) INI file parser. -* [:earth_americas: profig](http://profig.readthedocs.org/en/default/) - Config from multiple formats with value conversion. +* [:octocat: configobj](https://github.com/DiffSK/configobj) - :star: 229 :fork_and_knife: 52 - INI file parser with validation. +* [:earth_americas: configparser](https://docs.python.org/3/library/configparser.html) - (Python standard library) INI file parser. +* [:earth_americas: profig](https://profig.readthedocs.io/en/latest/) - Config from multiple formats with value conversion. * [:octocat: python-decouple](https://github.com/henriquebastos/python-decouple) - :star: 1345 :fork_and_knife: 124 - Strict separation of settings from code. +* [:octocat: hydra](https://github.com/facebookresearch/hydra) - :star: 2404 :fork_and_knife: 157 - Hydra is a framework for elegantly configuring complex applications. ## Cryptography * [:earth_americas: cryptography](https://cryptography.io/en/latest/) - A package designed to expose cryptographic primitives and recipes to Python developers. -* [:octocat: hashids](https://github.com/davidaurelio/hashids-python) - :star: 1075 :fork_and_knife: 82 - Implementation of [hashids](http://hashids.org) in Python. -* [:earth_americas: Paramiko](http://www.paramiko.org/) - A Python (2.6+, 3.3+) implementation of the SSHv2 protocol, providing both client and server functionality. -* [:earth_americas: Passlib](https://pythonhosted.org/passlib/) - Secure password storage/hashing library, very high level. -* [:earth_americas: PyCrypto](https://www.dlitz.net/software/pycrypto/) - The Python Cryptography Toolkit. -* [:octocat: PyNacl](https://github.com/pyca/pynacl) - :star: 697 :fork_and_knife: 142 - Python binding to the Networking and Cryptography (NaCl) library. +* [:octocat: paramiko](https://github.com/paramiko/paramiko) - :star: 6295 :fork_and_knife: 1553 - The leading native Python SSHv2 protocol library. +* [:earth_americas: passlib](https://passlib.readthedocs.io/en/stable/) - Secure password storage/hashing library, very high level. +* [:octocat: pynacl](https://github.com/pyca/pynacl) - :star: 697 :fork_and_knife: 142 - Python binding to the Networking and Cryptography (NaCl) library. ## Data Analysis *Libraries for data analyzing.* -* [:octocat: Blaze](https://github.com/blaze/blaze) - :star: 2875 :fork_and_knife: 370 - NumPy and Pandas interface to Big Data. -* [:octocat: Open Mining](https://github.com/mining/mining) - :star: 1086 :fork_and_knife: 221 - Business Intelligence (BI) in Pandas interface. -* [:earth_americas: Orange](http://orange.biolab.si/) - Data mining, data visualization, analysis and machine learning through visual programming or scripts. +* [:octocat: Blaze](https://github.com/blaze/blaze) - :star: 2879 :fork_and_knife: 370 - NumPy and Pandas interface to Big Data. +* [:octocat: Open Mining](https://github.com/mining/mining) - :star: 1087 :fork_and_knife: 221 - Business Intelligence (BI) in Pandas interface. +* [:earth_americas: Orange](https://orange.biolab.si/) - Data mining, data visualization, analysis and machine learning through visual programming or scripts. * [:earth_americas: Pandas](http://pandas.pydata.org/) - A library providing high-performance, easy-to-use data structures and data analysis tools. +* [:octocat: Optimus](https://github.com/ironmussa/Optimus) - :star: 898 :fork_and_knife: 182 - Agile Data Science Workflows made easy with PySpark. +* [:octocat: AWS Data Wrangler](https://github.com/awslabs/aws-data-wrangler) - :star: 781 :fork_and_knife: 101 - Pandas on AWS. ## Data Validation *Libraries for validating data. Used for forms in many cases.* -* [:octocat: Cerberus](https://github.com/nicolaiarocci/cerberus/) - :star: 2098 :fork_and_knife: 194 - A lightweight and extensible data validation library. -* [:earth_americas: colander](http://docs.pylonsproject.org/projects/colander/en/latest/) - Validating and deserializing data obtained via XML, JSON, an HTML form post. -* [:octocat: jsonschema](https://github.com/Julian/jsonschema) - :star: 2819 :fork_and_knife: 418 - An implementation of [JSON Schema](http://json-schema.org/) for Python. -* [:octocat: schema](https://github.com/keleshev/schema) - :star: 2073 :fork_and_knife: 156 - A library for validating Python data structures. -* [:octocat: Schematics](https://github.com/schematics/schematics) - :star: 2350 :fork_and_knife: 284 - Data Structure Validation. +* [:octocat: Cerberus](https://github.com/pyeve/cerberus) - :star: 2101 :fork_and_knife: 194 - A lightweight and extensible data validation library. +* [:earth_americas: colander](https://docs.pylonsproject.org/projects/colander/en/latest/) - Validating and deserializing data obtained via XML, JSON, an HTML form post. +* [:octocat: jsonschema](https://github.com/Julian/jsonschema) - :star: 2822 :fork_and_knife: 417 - An implementation of [JSON Schema](http://json-schema.org/) for Python. +* [:octocat: schema](https://github.com/keleshev/schema) - :star: 2077 :fork_and_knife: 157 - A library for validating Python data structures. +* [:octocat: Schematics](https://github.com/schematics/schematics) - :star: 2351 :fork_and_knife: 285 - Data Structure Validation. * [:octocat: valideer](https://github.com/podio/valideer) - :star: 235 :fork_and_knife: 16 - Lightweight extensible data validation and adaptation library. -* [:octocat: voluptuous](https://github.com/alecthomas/voluptuous) - :star: 1612 :fork_and_knife: 184 - A Python data validation library. +* [:octocat: voluptuous](https://github.com/alecthomas/voluptuous) - :star: 1614 :fork_and_knife: 184 - A Python data validation library. ## Data Visualization -*Libraries for visualizing data. See: [awesome-javascript](https://github.com/sorrycc/awesome-javascript#data-visualization).* +*Libraries for visualizing data. Also see [awesome-javascript](https://github.com/sorrycc/awesome-javascript#data-visualization).* -* [:octocat: Altair](https://github.com/altair-viz/altair) - :star: 5586 :fork_and_knife: 524 - Declarative statistical visualization library for Python. -* [:octocat: Bokeh](https://github.com/bokeh/bokeh) - :star: 13514 :fork_and_knife: 3421 - Interactive Web Plotting for Python. -* [:octocat: ggplot](https://github.com/yhat/ggplot) - :star: 3558 :fork_and_knife: 578 - Same API as ggplot2 for R. +* [:octocat: Altair](https://github.com/altair-viz/altair) - :star: 5610 :fork_and_knife: 523 - Declarative statistical visualization library for Python. +* [:octocat: Bokeh](https://github.com/bokeh/bokeh) - :star: 13532 :fork_and_knife: 3424 - Interactive Web Plotting for Python. +* [:octocat: bqplot](https://github.com/bloomberg/bqplot) - :star: 2802 :fork_and_knife: 406 - Interactive Plotting Library for the Jupyter Notebook +* [:earth_americas: Dash](https://plot.ly/products/dash/) - Built on top of Flask, React and Plotly aimed at analytical web applications. + * [:octocat: awesome-dash](https://github.com/Acrotrend/awesome-dash) - :star: 797 :fork_and_knife: 128 +* [:octocat: diagrams](https://github.com/mingrammer/diagrams) - :star: 5225 :fork_and_knife: 266 - Diagram as Code. +* [:octocat: plotnine](https://github.com/has2k1/plotnine) - :star: 2251 :fork_and_knife: 115 - A grammar of graphics for Python based on ggplot2. * [:earth_americas: Matplotlib](http://matplotlib.org/) - A Python 2D plotting library. * [:earth_americas: Pygal](http://www.pygal.org/en/latest/) - A Python SVG Charts Creator. -* [:earth_americas: PyGraphviz](https://pypi.python.org/pypi/pygraphviz) - Python interface to [Graphviz](http://www.graphviz.org/). +* [:earth_americas: PyGraphviz](https://pypi.org/project/pygraphviz/) - Python interface to [Graphviz](http://www.graphviz.org/). * [:earth_americas: PyQtGraph](http://www.pyqtgraph.org/) - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets. -* [:octocat: Seaborn](https://github.com/mwaskom/seaborn) - :star: 7291 :fork_and_knife: 1250 - Statistical data visualization using Matplotlib. -* [:octocat: VisPy](https://github.com/vispy/vispy) - :star: 2347 :fork_and_knife: 515 - High-performance scientific visualization based on OpenGL. +* [:octocat: Seaborn](https://github.com/mwaskom/seaborn) - :star: 7302 :fork_and_knife: 1250 - Statistical data visualization using Matplotlib. +* [:octocat: VisPy](https://github.com/vispy/vispy) - :star: 2351 :fork_and_knife: 515 - High-performance scientific visualization based on OpenGL. ## Database *Databases implemented in Python.* -* [:earth_americas: pickleDB](https://pythonhosted.org/pickleDB/) - A simple and lightweight key-value store for Python. -* [:earth_americas: PipelineDB](https://www.pipelinedb.com/) - The Streaming SQL Database. -* [:octocat: TinyDB](https://github.com/msiemens/tinydb) - :star: 3510 :fork_and_knife: 324 - A tiny, document-oriented database. -* [:earth_americas: ZODB](http://www.zodb.org/en/latest/) - A native object database for Python. A key-value and object graph database. - +* [:octocat: pickleDB](https://github.com/patx/pickledb) - :star: 479 :fork_and_knife: 88 - A simple and lightweight key-value store for Python. +* [:octocat: tinydb](https://github.com/msiemens/tinydb) - :star: 3513 :fork_and_knife: 324 - A tiny, document-oriented database. +* [:octocat: ZODB](https://github.com/zopefoundation/ZODB) - :star: 395 :fork_and_knife: 57 - A native object database for Python. A key-value and object graph database. ## Database Drivers *Libraries for connecting and operating databases.* * MySQL - [awesome-mysql](http://shlomi-noach.github.io/awesome-mysql/) - * [:earth_americas: mysql-python](https://sourceforge.net/projects/mysql-python/) - The MySQL database connector for Python. - * [:octocat: mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - :star: 1740 :fork_and_knife: 292 - mysql-python fork supporting Python 3. - * [:earth_americas: oursql](https://pythonhosted.org/oursql/) - A better MySQL connector with support for native prepared statements and BLOBs. - * [:octocat: PyMySQL](https://github.com/PyMySQL/PyMySQL) - :star: 5952 :fork_and_knife: 1208 - Pure Python MySQL driver compatible to mysql-python. -* PostgreSQL + * [:octocat: mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - :star: 1742 :fork_and_knife: 292 - MySQL connector with Python 3 support ([mysql-python](https://sourceforge.net/projects/mysql-python/) fork). + * [:octocat: PyMySQL](https://github.com/PyMySQL/PyMySQL) - :star: 5957 :fork_and_knife: 1210 - A pure Python MySQL driver compatible to mysql-python. +* PostgreSQL - [awesome-postgres](https://github.com/dhamaniasad/awesome-postgres) * [:earth_americas: psycopg2](http://initd.org/psycopg/) - The most popular PostgreSQL adapter for Python. * [:octocat: queries](https://github.com/gmr/queries) - :star: 223 :fork_and_knife: 25 - A wrapper of the psycopg2 library for interacting with PostgreSQL. - * [:octocat: txpostgres](https://github.com/wulczer/txpostgres) - :star: 105 :fork_and_knife: 26 - Twisted based asynchronous driver for PostgreSQL. * Other Relational Databases - * [:earth_americas: apsw](http://rogerbinns.github.io/apsw/) - Another Python SQLite wrapper. - * [:octocat: dataset](https://github.com/pudo/dataset) - :star: 3814 :fork_and_knife: 245 - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL. - * [:earth_americas: pymssql](http://www.pymssql.org/en/latest/) - A simple database interface to Microsoft SQL Server. + * [:earth_americas: pymssql](https://pymssql.readthedocs.io/en/latest/) - A simple database interface to Microsoft SQL Server. + * [:octocat: SuperSQLite](https://github.com/plasticityai/supersqlite) - :star: 634 :fork_and_knife: 15 - A supercharged SQLite library built on top of [apsw](https://github.com/rogerbinns/apsw). * NoSQL Databases - * [:octocat: cassandra-python-driver](https://github.com/datastax/python-driver) - :star: 1148 :fork_and_knife: 433 - Python driver for Cassandra. - * [:octocat: HappyBase](https://github.com/wbolster/happybase) - :star: 536 :fork_and_knife: 151 - A developer-friendly library for Apache HBase. - * [:octocat: Plyvel](https://github.com/wbolster/plyvel) - :star: 330 :fork_and_knife: 52 - A fast and feature-rich Python interface to LevelDB. - * [:earth_americas: py2neo](http://py2neo.org/2.0/) - Python wrapper client for Neo4j's restful interface. - * [:octocat: pycassa](https://github.com/pycassa/pycassa) - :star: 509 :fork_and_knife: 141 - Python Thrift driver for Cassandra. - * [:earth_americas: PyMongo](https://docs.mongodb.org/ecosystem/drivers/python/) - The official Python client for MongoDB. - * [:octocat: redis-py](https://github.com/andymccurdy/redis-py) - :star: 8585 :fork_and_knife: 1847 - The Redis Python Client. - * [:octocat: telephus](https://github.com/driftx/Telephus) - :star: 93 :fork_and_knife: 33 - Twisted based client for Cassandra. - * [:octocat: txRedis](https://github.com/deldotdr/txRedis) - :star: 120 :fork_and_knife: 39 - Twisted based client for Redis. + * [:octocat: cassandra-driver](https://github.com/datastax/python-driver) - :star: 1149 :fork_and_knife: 434 - The Python Driver for Apache Cassandra. + * [:octocat: happybase](https://github.com/wbolster/happybase) - :star: 535 :fork_and_knife: 151 - A developer-friendly library for Apache HBase. + * [:octocat: kafka-python](https://github.com/dpkp/kafka-python) - :star: 3878 :fork_and_knife: 1070 - The Python client for Apache Kafka. + * [:earth_americas: py2neo](https://py2neo.org/) - A client library and toolkit for working with Neo4j. + * [:octocat: pymongo](https://github.com/mongodb/mongo-python-driver) - :star: 3045 :fork_and_knife: 940 - The official Python client for MongoDB. + * [:octocat: redis-py](https://github.com/andymccurdy/redis-py) - :star: 8592 :fork_and_knife: 1849 - The Python client for Redis. +* Asynchronous Clients + * [:octocat: motor](https://github.com/mongodb/motor) - :star: 1486 :fork_and_knife: 132 - The async Python driver for MongoDB. ## Date and Time *Libraries for working with dates and times.* -* [:octocat: arrow](https://github.com/crsmithdev/arrow) - :star: 6122 :fork_and_knife: 521 - Better dates & times for Python. +* [:earth_americas: Arrow](https://arrow.readthedocs.io/en/latest/) - A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps. * [:octocat: Chronyk](https://github.com/KoffeinFlummi/Chronyk) - :star: 307 :fork_and_knife: 11 - A Python 3 library for parsing human-written times and dates. -* [:octocat: dateutil](https://github.com/dateutil/dateutil) - :star: 1292 :fork_and_knife: 318 - Extensions to the standard Python [datetime](https://docs.python.org/2/library/datetime.html) module. -* [:octocat: delorean](https://github.com/myusuf3/delorean/) - :star: 1661 :fork_and_knife: 112 - A library for clearing up the inconvenient truths that arise dealing with datetimes. +* [:octocat: dateutil](https://github.com/dateutil/dateutil) - :star: 1295 :fork_and_knife: 319 - Extensions to the standard Python [datetime](https://docs.python.org/3/library/datetime.html) module. +* [:octocat: delorean](https://github.com/myusuf3/delorean/) - :star: 1661 :fork_and_knife: 111 - A library for clearing up the inconvenient truths that arise dealing with datetimes. * [:octocat: moment](https://github.com/zachwill/moment) - :star: 637 :fork_and_knife: 40 - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/). -* [:octocat: Pendulum](https://github.com/sdispater/pendulum) - :star: 3928 :fork_and_knife: 216 - Python datetimes made easy. -* [:octocat: PyTime](https://github.com/shinux/PyTime) - :star: 136 :fork_and_knife: 20 - A easy-use Python module which aims to operate date/time/datetime by string. +* [:octocat: Pendulum](https://github.com/sdispater/pendulum) - :star: 3929 :fork_and_knife: 216 - Python datetimes made easy. +* [:octocat: PyTime](https://github.com/shinux/PyTime) - :star: 136 :fork_and_knife: 20 - An easy-to-use Python module which aims to operate date/time/datetime by string. * [:earth_americas: pytz](https://launchpad.net/pytz) - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python. * [:octocat: when.py](https://github.com/dirn/When.py) - :star: 184 :fork_and_knife: 16 - Providing user-friendly functions to help perform common date and time actions. +* [:octocat: maya](https://github.com/timofurrer/maya) - :star: 3150 :fork_and_knife: 199 - Datetimes for Humans. ## Debugging Tools *Libraries for debugging code.* -* Debugger - * [:octocat: django-debug-toolbar](https://github.com/django-debug-toolbar/django-debug-toolbar) - :star: 5959 :fork_and_knife: 868 - Display various debug information for Django. - * [:octocat: django-devserver](https://github.com/dcramer/django-devserver) - :star: 1250 :fork_and_knife: 166 - A drop-in replacement for Django's runserver. - * [:octocat: flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - :star: 750 :fork_and_knife: 117 - A port of the django-debug-toolbar to flask. - * [:earth_americas: ipdb](https://pypi.python.org/pypi/ipdb) - IPython-enabled [pdb](https://docs.python.org/2/library/pdb.html). - * [:earth_americas: pudb](https://pypi.python.org/pypi/pudb) - A full-screen, console-based Python debugger. +* pdb-like Debugger + * [:octocat: ipdb](https://github.com/gotcha/ipdb) - :star: 1191 :fork_and_knife: 114 - IPython-enabled [pdb](https://docs.python.org/3/library/pdb.html). + * [:octocat: pdb++](https://github.com/antocuni/pdb) - :star: 505 :fork_and_knife: 35 - Another drop-in replacement for pdb. + * [:octocat: pudb](https://github.com/inducer/pudb) - :star: 1758 :fork_and_knife: 159 - A full-screen, console-based Python debugger. + * [:octocat: wdb](https://github.com/Kozea/wdb) - :star: 1475 :fork_and_knife: 98 - An improbable web debugger through WebSockets. +* Tracing + * [:octocat: lptrace](https://github.com/khamidou/lptrace) - :star: 660 :fork_and_knife: 40 - [strace](http://man7.org/linux/man-pages/man1/strace.1.html) for Python programs. + * [:octocat: manhole](https://github.com/ionelmc/python-manhole) - :star: 283 :fork_and_knife: 14 - Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt. * [:octocat: pyringe](https://github.com/google/pyringe) - :star: 1570 :fork_and_knife: 68 - Debugger capable of attaching to and injecting code into Python processes. - * [:octocat: wdb](https://github.com/Kozea/wdb) - :star: 1473 :fork_and_knife: 98 - An improbable web debugger through WebSockets. - * [:earth_americas: winpdb](http://winpdb.org/) - A Python Debugger with GUI, capable of remote debugging based on `rpdb2`. + * [:octocat: python-hunter](https://github.com/ionelmc/python-hunter) - :star: 542 :fork_and_knife: 24 - A flexible code tracing toolkit. * Profiler - * [:octocat: line_profiler](https://github.com/rkern/line_profiler) - :star: 3418 :fork_and_knife: 234 - Line-by-line profiling. + * [:octocat: line_profiler](https://github.com/rkern/line_profiler) - :star: 3423 :fork_and_knife: 234 - Line-by-line profiling. * [:octocat: memory_profiler](https://github.com/fabianp/memory_profiler) - :star: 54 :fork_and_knife: 10 - Monitor Memory usage of Python code. * [:octocat: profiling](https://github.com/what-studio/profiling) - :star: 2988 :fork_and_knife: 116 - An interactive Python profiler. + * [:octocat: py-spy](https://github.com/benfred/py-spy) - :star: 5578 :fork_and_knife: 215 - A sampling profiler for Python programs. Written in Rust. + * [:octocat: pyflame](https://github.com/uber/pyflame) - :star: 2816 :fork_and_knife: 211 - A ptracing profiler For Python. + * [:octocat: vprof](https://github.com/nvdv/vprof) - :star: 3643 :fork_and_knife: 168 - Visual Python profiler. * Others - * [:octocat: pyelftools](https://github.com/eliben/pyelftools) - :star: 1020 :fork_and_knife: 358 - Parsing and analyzing ELF files and DWARF debugging information. - * [:octocat: python-statsd](https://github.com/WoLpH/python-statsd) - :star: 101 :fork_and_knife: 40 - Python Client for the [statsd](https://github.com/etsy/statsd/) server. + * [:octocat: icecream](https://github.com/gruns/icecream) - :star: 1511 :fork_and_knife: 33 - Inspect variables, expressions, and program execution with a single, simple function call. + * [:octocat: django-debug-toolbar](https://github.com/jazzband/django-debug-toolbar) - :star: 5960 :fork_and_knife: 868 - Display various debug information for Django. + * [:octocat: django-devserver](https://github.com/dcramer/django-devserver) - :star: 1250 :fork_and_knife: 166 - A drop-in replacement for Django's runserver. + * [:octocat: flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - :star: 750 :fork_and_knife: 117 - A port of the django-debug-toolbar to flask. + * [:octocat: pyelftools](https://github.com/eliben/pyelftools) - :star: 1020 :fork_and_knife: 359 - Parsing and analyzing ELF files and DWARF debugging information. ## Deep Learning -*Frameworks for Neural Networks and Deep Learning. See: [awesome-deep-learning](https://github.com/ChristosChristofidis/awesome-deep-learning).* +*Frameworks for Neural Networks and Deep Learning. Also see [awesome-deep-learning](https://github.com/ChristosChristofidis/awesome-deep-learning).* -* [:octocat: Caffe](https://github.com/BVLC/caffe) - :star: 30396 :fork_and_knife: 18340 - A fast open framework for deep learning.. -* [:octocat: Keras](https://github.com/fchollet/keras) - :star: 48567 :fork_and_knife: 18338 - A high-level neural networks library and capable of running on top of either TensorFlow or Theano. -* [:earth_americas: Neupy](http://neupy.com/pages/home.html) - Running and testing different Artificial Neural Networks algorithms. -* [:octocat: TensorFlow](https://github.com/tensorflow/tensorflow) - :star: 145331 :fork_and_knife: 81584 - The most popular Deep Learning framework created by Google. -* [:octocat: Theano](https://github.com/Theano/Theano) - :star: 9161 :fork_and_knife: 2517 - A library for fast numerical computation. +* [:octocat: caffe](https://github.com/BVLC/caffe) - :star: 30413 :fork_and_knife: 18343 - A fast open framework for deep learning.. +* [:octocat: keras](https://github.com/keras-team/keras) - :star: 48609 :fork_and_knife: 18353 - A high-level neural networks library and capable of running on top of either TensorFlow or Theano. +* [:octocat: mxnet](https://github.com/dmlc/mxnet) - :star: 18782 :fork_and_knife: 6677 - A deep learning framework designed for both efficiency and flexibility. +* [:octocat: pytorch](https://github.com/pytorch/pytorch) - :star: 39383 :fork_and_knife: 10162 - Tensors and Dynamic neural networks in Python with strong GPU acceleration. +* [:octocat: SerpentAI](https://github.com/SerpentAI/SerpentAI) - :star: 5568 :fork_and_knife: 616 - Game agent framework. Use any video game as a deep learning sandbox. +* [:octocat: tensorflow](https://github.com/tensorflow/tensorflow) - :star: 145460 :fork_and_knife: 81611 - The most popular Deep Learning framework created by Google. +* [:octocat: Theano](https://github.com/Theano/Theano) - :star: 9167 :fork_and_knife: 2516 - A library for fast numerical computation. ## DevOps Tools *Software and libraries for DevOps.* -* [:octocat: Ansible](https://github.com/ansible/ansible) - :star: 43459 :fork_and_knife: 19168 - A radically simple IT automation platform. -* [:earth_americas: Cloud-Init](http://cloudinit.readthedocs.io/) - A multi-distribution package that handles early initialization of a cloud instance. +* [:octocat: ansible](https://github.com/ansible/ansible) - :star: 43503 :fork_and_knife: 19180 - A radically simple IT automation platform. +* [:earth_americas: cloudinit](https://cloudinit.readthedocs.io/en/latest/) - A multi-distribution package that handles early initialization of a cloud instance. * [:octocat: cuisine](https://github.com/sebastien/cuisine) - :star: 1240 :fork_and_knife: 161 - Chef-like functionality for Fabric. -* [:earth_americas: Docker Compose](https://docs.docker.com/compose/) - Fast, isolated development environments using [Docker](https://www.docker.com/). -* [:earth_americas: Fabric](http://www.fabfile.org/) - A simple, Pythonic tool for remote execution and deployment. -* [:octocat: Fabtools](https://github.com/ronnix/fabtools) - :star: 1214 :fork_and_knife: 218 - Tools for writing awesome Fabric files. -* [:octocat: honcho](https://github.com/nickstenning/honcho) - :star: 1345 :fork_and_knife: 122 - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications. -* [:earth_americas: OpenStack](http://www.openstack.org/) - Open source software for building private and public clouds. -* [:octocat: pexpect](https://github.com/pexpect/pexpect) - :star: 1846 :fork_and_knife: 413 - Controlling interactive programs in a pseudo-terminal like GNU expect. -* [:octocat: psutil](https://github.com/giampaolo/psutil) - :star: 6302 :fork_and_knife: 988 - A cross-platform process and system utilities module. -* [:octocat: SaltStack](https://github.com/saltstack/salt) - :star: 11064 :fork_and_knife: 4867 - Infrastructure automation and management system. -* [:octocat: supervisor](https://github.com/Supervisor/supervisor) - :star: 6179 :fork_and_knife: 1041 - Supervisor process control system for UNIX. +* [:earth_americas: docker-compose](https://docs.docker.com/compose/) - Fast, isolated development environments using [Docker](https://www.docker.com/). +* [:octocat: fabric](https://github.com/fabric/fabric) - :star: 12275 :fork_and_knife: 1806 - A simple, Pythonic tool for remote execution and deployment. +* [:octocat: fabtools](https://github.com/fabtools/fabtools) - :star: 1216 :fork_and_knife: 218 - Tools for writing awesome Fabric files. +* [:octocat: honcho](https://github.com/nickstenning/honcho) - :star: 1346 :fork_and_knife: 122 - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications. +* [:earth_americas: OpenStack](https://www.openstack.org/) - Open source software for building private and public clouds. +* [:octocat: pexpect](https://github.com/pexpect/pexpect) - :star: 1849 :fork_and_knife: 414 - Controlling interactive programs in a pseudo-terminal like GNU expect. +* [:octocat: psutil](https://github.com/giampaolo/psutil) - :star: 6311 :fork_and_knife: 991 - A cross-platform process and system utilities module. +* [:octocat: saltstack](https://github.com/saltstack/salt) - :star: 11066 :fork_and_knife: 4866 - Infrastructure automation and management system. +* [:octocat: supervisor](https://github.com/Supervisor/supervisor) - :star: 6184 :fork_and_knife: 1041 - Supervisor process control system for UNIX. + +## Distributed Computing + +*Frameworks and libraries for Distributed Computing.* + +* Batch Processing + * [:earth_americas: PySpark](https://pypi.org/project/pyspark/) - [Apache Spark](https://spark.apache.org/) Python API. + * [:octocat: dask](https://github.com/dask/dask) - :star: 6810 :fork_and_knife: 1089 - A flexible parallel computing library for analytic computing. + * [:octocat: luigi](https://github.com/spotify/luigi) - :star: 13393 :fork_and_knife: 2131 - A module that helps you build complex pipelines of batch jobs. + * [:octocat: mrjob](https://github.com/Yelp/mrjob) - :star: 2498 :fork_and_knife: 585 - Run MapReduce jobs on Hadoop or Amazon Web Services. + * [:octocat: Ray](https://github.com/ray-project/ray/) - :star: 11854 :fork_and_knife: 1794 - A system for parallel and distributed Python that unifies the machine learning ecosystem. +* Stream Processing + * [:octocat: faust](https://github.com/robinhood/faust) - :star: 4642 :fork_and_knife: 362 - A stream processing library, porting the ideas from [Kafka Streams](https://kafka.apache.org/documentation/streams/) to Python. + * [:octocat: streamparse](https://github.com/Parsely/streamparse) - :star: 1410 :fork_and_knife: 217 - Run Python code against real-time streams of data via [Apache Storm](http://storm.apache.org/). ## Distribution *Libraries to create packaged executables for release distribution.* -* [:octocat: dh-virtualenv](https://github.com/spotify/dh-virtualenv) - :star: 1367 :fork_and_knife: 150 - Build and distribute a virtualenv as a Debian package. +* [:octocat: dh-virtualenv](https://github.com/spotify/dh-virtualenv) - :star: 1368 :fork_and_knife: 151 - Build and distribute a virtualenv as a Debian package. * [:earth_americas: Nuitka](http://nuitka.net/) - Compile scripts, modules, packages to an executable or extension module. * [:earth_americas: py2app](http://pythonhosted.org/py2app/) - Freezes Python scripts (Mac OS X). * [:earth_americas: py2exe](http://www.py2exe.org/) - Freezes Python scripts (Windows). -* [:octocat: PyInstaller](https://github.com/pyinstaller/pyinstaller) - :star: 6782 :fork_and_knife: 1451 - Converts Python programs into stand-alone executables (cross-platform). -* [:earth_americas: pynsist](http://pynsist.readthedocs.io/) - A tool to build Windows installers, installers bundle Python itself. +* [:octocat: PyInstaller](https://github.com/pyinstaller/pyinstaller) - :star: 6793 :fork_and_knife: 1455 - Converts Python programs into stand-alone executables (cross-platform). +* [:earth_americas: pynsist](http://pynsist.readthedocs.io/en/latest/) - A tool to build Windows installers, installers bundle Python itself. +* [:octocat: pyarmor](https://github.com/dashingsoft/pyarmor) - :star: 542 :fork_and_knife: 90 - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. +* [:octocat: shiv](https://github.com/linkedin/shiv) - :star: 946 :fork_and_knife: 53 - A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included. ## Documentation *Libraries for generating project documentation.* -* [:earth_americas: Sphinx](http://www.sphinx-doc.org/en/latest/) - Python Documentation generator. +* [:octocat: sphinx](https://github.com/sphinx-doc/sphinx/) - :star: 3338 :fork_and_knife: 1286 - Python Documentation generator. * [:octocat: awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc) - :star: 650 :fork_and_knife: 56 -* [:earth_americas: MkDocs](http://www.mkdocs.org/) - Markdown friendly documentation generator. -* [:octocat: pdoc](https://github.com/BurntSushi/pdoc) - :star: 654 :fork_and_knife: 95 - Epydoc replacement to auto generate API documentation for Python libraries. -* [:octocat: Pycco](https://github.com/pycco-docs/pycco) - :star: 707 :fork_and_knife: 132 - The literate-programming-style documentation generator. +* [:octocat: pdoc](https://github.com/mitmproxy/pdoc) - :star: 655 :fork_and_knife: 95 - Epydoc replacement to auto generate API documentation for Python libraries. +* [:octocat: pycco](https://github.com/pycco-docs/pycco) - :star: 706 :fork_and_knife: 132 - The literate-programming-style documentation generator. ## Downloader *Libraries for downloading.* -* [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - :star: 3338 :fork_and_knife: 788 - A command line tool for managing Amazon S3 and CloudFront. +* [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - :star: 3340 :fork_and_knife: 791 - A command line tool for managing Amazon S3 and CloudFront. * [:octocat: s4cmd](https://github.com/bloomreach/s4cmd) - :star: 1001 :fork_and_knife: 173 - Super S3 command line tool, good for higher performance. -* [:earth_americas: you-get](https://www.soimort.org/you-get/) - A YouTube/Youku/Niconico video downloader written in Python 3. -* [:earth_americas: youtube-dl](http://rg3.github.io/youtube-dl/) - A small command-line program to download videos from YouTube. +* [:earth_americas: you-get](https://you-get.org/) - A YouTube/Youku/Niconico video downloader written in Python 3. +* [:earth_americas: youtube-dl](https://rg3.github.io/youtube-dl/) - A small command-line program to download videos from YouTube. +* [:octocat: akshare](https://github.com/jindaxiang/akshare) - :star: 1749 :fork_and_knife: 324 - A financial data interface library, built for human beings! ## E-commerce @@ -488,74 +539,72 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: alipay](https://github.com/lxneng/alipay) - :star: 317 :fork_and_knife: 99 - Unofficial Alipay API for Python. * [:octocat: Cartridge](https://github.com/stephenmcd/cartridge) - :star: 613 :fork_and_knife: 287 - A shopping cart app built using the Mezzanine. * [:earth_americas: django-oscar](http://oscarcommerce.com/) - An open-source e-commerce framework for Django. -* [:octocat: django-shop](https://github.com/awesto/django-shop) - :star: 2204 :fork_and_knife: 813 - A Django based shop system. -* [:octocat: merchant](https://github.com/agiliq/merchant) - :star: 945 :fork_and_knife: 166 - A Django app to accept payments from various payment processors. -* [:octocat: money](https://github.com/carlospalol/money) - :star: 187 :fork_and_knife: 23 - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution. +* [:octocat: django-shop](https://github.com/awesto/django-shop) - :star: 2207 :fork_and_knife: 814 - A Django based shop system. +* [:octocat: merchant](https://github.com/agiliq/merchant) - :star: 946 :fork_and_knife: 166 - A Django app to accept payments from various payment processors. +* [:octocat: money](https://github.com/carlospalol/money) - :star: 187 :fork_and_knife: 23 - `Money` class with optional CLDR-backed locale-aware formatting and an extensible currency exchange. * [:octocat: python-currencies](https://github.com/Alir3z4/python-currencies) - :star: 43 :fork_and_knife: 6 - Display money format and its filthy currencies. -* [:earth_americas: shoop](https://www.shoop.io/en/) - An open source E-Commerce platform based on Django. +* [:octocat: forex-python](https://github.com/MicroPyramid/forex-python) - :star: 319 :fork_and_knife: 98 - Foreign exchange rates, Bitcoin price index and currency conversion. +* [:earth_americas: saleor](http://getsaleor.com/) - An e-commerce storefront for Django. +* [:earth_americas: shoop](https://www.shuup.com/en/) - An open source E-Commerce platform based on Django. ## Editor Plugins and IDEs * Emacs - * [:octocat: Elpy](https://github.com/jorgenschaefer/elpy) - :star: 1582 :fork_and_knife: 206 - Emacs Python Development Environment. + * [:octocat: elpy](https://github.com/jorgenschaefer/elpy) - :star: 1583 :fork_and_knife: 206 - Emacs Python Development Environment. * Sublime Text - * [:octocat: Anaconda](https://github.com/DamnWidget/anaconda) - :star: 2079 :fork_and_knife: 244 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. + * [:octocat: anaconda](https://github.com/DamnWidget/anaconda) - :star: 2078 :fork_and_knife: 244 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. * [:octocat: SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - :star: 894 :fork_and_knife: 105 - A Sublime Text plugin to the awesome auto-complete library Jedi. * Vim - * [:octocat: Jedi-vim](https://github.com/davidhalter/jedi-vim) - :star: 4434 :fork_and_knife: 364 - Vim bindings for the Jedi auto-completion library for Python. - * [:octocat: Python-mode](https://github.com/klen/python-mode) - :star: 5023 :fork_and_knife: 878 - An all in one plugin for turning Vim into a Python IDE. - * [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - :star: 21325 :fork_and_knife: 2455 - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. + * [:octocat: jedi-vim](https://github.com/davidhalter/jedi-vim) - :star: 4436 :fork_and_knife: 364 - Vim bindings for the Jedi auto-completion library for Python. + * [:octocat: python-mode](https://github.com/python-mode/python-mode) - :star: 5025 :fork_and_knife: 879 - An all in one plugin for turning Vim into a Python IDE. + * [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - :star: 21342 :fork_and_knife: 2460 - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. * Visual Studio - * [:octocat: PTVS](https://github.com/Microsoft/PTVS) - :star: 2271 :fork_and_knife: 630 - Python Tools for Visual Studio. + * [:octocat: PTVS](https://github.com/Microsoft/PTVS) - :star: 2273 :fork_and_knife: 631 - Python Tools for Visual Studio. * Visual Studio Code - * [:octocat: Python](https://github.com/DonJayamanne/pythonVSCode) - :star: 1954 :fork_and_knife: 782 - An extension with rich support for the Python language, with features including linting, IntelliSense, formatting, refactoring, debugging, unit tests, and jupyter support. + * [:earth_americas: Python](https://marketplace.visualstudio.com/items?itemName=ms-python.python) - The official VSCode extension with rich support for Python. * IDE - * [:earth_americas: LiClipse](http://www.liclipse.com/) - Free polyglot IDE based on Eclipse. Uses PyDev for Python support. * [:earth_americas: PyCharm](https://www.jetbrains.com/pycharm/) - Commercial Python IDE by JetBrains. Has free community edition available. - * [:octocat: Spyder](https://github.com/spyder-ide/spyder) - :star: 5461 :fork_and_knife: 1102 - Open Source Python IDE. + * [:octocat: spyder](https://github.com/spyder-ide/spyder) - :star: 5470 :fork_and_knife: 1104 - Open Source Python IDE. ## Email *Libraries for sending and parsing email.* -* [:earth_americas: envelopes](http://tomekwojcik.github.io/envelopes/) - Mailing for human beings. -* [:octocat: flanker](https://github.com/mailgun/flanker) - :star: 1405 :fork_and_knife: 171 - A email address and Mime parsing library. -* [:octocat: imbox](https://github.com/martinrusev/imbox) - :star: 907 :fork_and_knife: 146 - Python IMAP for Humans. -* [:octocat: inbox.py](https://github.com/kennethreitz/inbox.py) - :star: 1485 :fork_and_knife: 132 - Python SMTP Server for Humans. -* [:octocat: lamson](https://github.com/zedshaw/lamson) - :star: 695 :fork_and_knife: 201 - Pythonic SMTP Application Server. -* [:octocat: Marrow Mailer](https://github.com/marrow/mailer) - :star: 197 :fork_and_knife: 43 - High-performance extensible mail delivery framework. -* [:octocat: modoboa](https://github.com/tonioo/modoboa) - :star: 1540 :fork_and_knife: 235 - A mail hosting and management platform including a modern and simplified Web UI. -* [:octocat: Nylas Sync Engine](https://github.com/nylas/sync-engine) - :star: 3496 :fork_and_knife: 372 - Providing a RESTful API on top of a powerful email sync platform. -* [:octocat: yagmail](https://github.com/kootenpv/yagmail) - :star: 1773 :fork_and_knife: 197 - Yet another Gmail/SMTP client. +* Mail Servers + * [:octocat: modoboa](https://github.com/modoboa/modoboa) - :star: 1541 :fork_and_knife: 235 - A mail hosting and management platform including a modern Web UI. + * [:octocat: salmon](https://github.com/moggers87/salmon) - :star: 428 :fork_and_knife: 45 - A Python Mail Server. +* Clients + * [:octocat: imbox](https://github.com/martinrusev/imbox) - :star: 908 :fork_and_knife: 148 - Python IMAP for Humans. + * [:octocat: yagmail](https://github.com/kootenpv/yagmail) - :star: 1777 :fork_and_knife: 197 - Yet another Gmail/SMTP client. +* Others + * [:octocat: flanker](https://github.com/mailgun/flanker) - :star: 1405 :fork_and_knife: 171 - An email address and Mime parsing library. + * [:octocat: mailer](https://github.com/marrow/mailer) - :star: 197 :fork_and_knife: 43 - High-performance extensible mail delivery framework. ## Environment Management -*Libraries for Python version and environment management.* +*Libraries for Python version and virtual environment management.* -* [:octocat: p](https://github.com/qw3rtman/p) - :star: 757 :fork_and_knife: 48 - Dead simple interactive Python version management. -* [:octocat: pyenv](https://github.com/yyuu/pyenv) - :star: 19665 :fork_and_knife: 1724 - Simple Python version management. -* [:earth_americas: venv](https://docs.python.org/3/library/venv.html) - (Python standard library in Python 3.3+) Creating lightweight virtual environments. -* [:earth_americas: virtualenv](https://pypi.python.org/pypi/virtualenv) - A tool to create isolated Python environments. -* [:earth_americas: virtualenvwrapper](https://pypi.python.org/pypi/virtualenvwrapper) - A set of extensions to virtualenv. +* [:octocat: pyenv](https://github.com/pyenv/pyenv) - :star: 19712 :fork_and_knife: 1728 - Simple Python version management. +* [:octocat: virtualenv](https://github.com/pypa/virtualenv) - :star: 3585 :fork_and_knife: 839 - A tool to create isolated Python environments. ## Files *Libraries for file manipulation and MIME type detection.* -* [:earth_americas: imghdr](https://docs.python.org/2/library/imghdr.html) - (Python standard library) Determine the type of an image. -* [:earth_americas: mimetypes](https://docs.python.org/2/library/mimetypes.html) - (Python standard library) Map filenames to MIME types. -* [:octocat: path.py](https://github.com/jaraco/path.py) - :star: 913 :fork_and_knife: 124 - A module wrapper for [os.path](https://docs.python.org/2/library/os.path.html). -* [:earth_americas: pathlib](https://pathlib.readthedocs.org/en/pep428/) - (Python standard library in Python 3.4+) An cross-platform, object-oriented path library. -* [:octocat: python-magic](https://github.com/ahupp/python-magic) - :star: 1609 :fork_and_knife: 204 - A Python interface to the libmagic file type identification library. +* [:earth_americas: mimetypes](https://docs.python.org/3/library/mimetypes.html) - (Python standard library) Map filenames to MIME types. +* [:octocat: path.py](https://github.com/jaraco/path.py) - :star: 913 :fork_and_knife: 124 - A module wrapper for [os.path](https://docs.python.org/3/library/os.path.html). +* [:earth_americas: pathlib](https://docs.python.org/3/library/pathlib.html) - (Python standard library) An cross-platform, object-oriented path library. +* [:octocat: PyFilesystem2](https://github.com/pyfilesystem/pyfilesystem2) - :star: 1076 :fork_and_knife: 107 - Python's filesystem abstraction layer. +* [:octocat: python-magic](https://github.com/ahupp/python-magic) - :star: 1609 :fork_and_knife: 203 - A Python interface to the libmagic file type identification library. * [:octocat: Unipath](https://github.com/mikeorr/Unipath) - :star: 489 :fork_and_knife: 36 - An object-oriented approach to file/directory operations. -* [:octocat: watchdog](https://github.com/gorakhargosh/watchdog) - :star: 4103 :fork_and_knife: 506 - API and shell utilities to monitor file system events. +* [:octocat: watchdog](https://github.com/gorakhargosh/watchdog) - :star: 4110 :fork_and_knife: 506 - API and shell utilities to monitor file system events. ## Foreign Function Interface *Libraries for providing foreign function interface.* -* [:earth_americas: cffi](https://pypi.python.org/pypi/cffi) - Foreign Function Interface for Python calling C code. -* [:earth_americas: ctypes](https://docs.python.org/2/library/ctypes.html) - (Python standard library) Foreign Function Interface for Python calling C code. +* [:earth_americas: cffi](https://pypi.org/project/cffi/) - Foreign Function Interface for Python calling C code. +* [:earth_americas: ctypes](https://docs.python.org/3/library/ctypes.html) - (Python standard library) Foreign Function Interface for Python calling C code. * [:earth_americas: PyCUDA](https://mathema.tician.de/software/pycuda/) - A Python wrapper for Nvidia's CUDA API. * [:earth_americas: SWIG](http://www.swig.org/Doc1.3/Python.html) - Simplified Wrapper and Interface Generator. @@ -565,133 +614,157 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: Deform](https://github.com/Pylons/deform) - :star: 331 :fork_and_knife: 148 - Python HTML form generation library influenced by the formish form generation library. * [:octocat: django-bootstrap3](https://github.com/dyve/django-bootstrap3) - :star: 2190 :fork_and_knife: 689 - Bootstrap 3 integration with Django. -* [:octocat: django-crispy-forms](https://github.com/maraujop/django-crispy-forms) - :star: 3892 :fork_and_knife: 664 - A Django app which lets you create beautiful forms in a very elegant and DRY way. +* [:octocat: django-bootstrap4](https://github.com/zostera/django-bootstrap4) - :star: 743 :fork_and_knife: 182 - Bootstrap 4 integration with Django. +* [:octocat: django-crispy-forms](https://github.com/django-crispy-forms/django-crispy-forms) - :star: 3892 :fork_and_knife: 664 - A Django app which lets you create beautiful forms in a very elegant and DRY way. * [:octocat: django-remote-forms](https://github.com/WiserTogether/django-remote-forms) - :star: 199 :fork_and_knife: 100 - A platform independent Django form serializer. -* [:octocat: WTForms](https://github.com/wtforms/wtforms) - :star: 1109 :fork_and_knife: 322 - A flexible forms validation and rendering library. +* [:octocat: WTForms](https://github.com/wtforms/wtforms) - :star: 1110 :fork_and_knife: 322 - A flexible forms validation and rendering library. ## Functional Programming *Functional Programming with Python.* -* [:octocat: CyToolz](https://github.com/pytoolz/cytoolz/) - :star: 715 :fork_and_knife: 52 - Cython implementation of Toolz: High performance functional utilities. -* [:octocat: fn.py](https://github.com/kachayev/fn.py) - :star: 3014 :fork_and_knife: 186 - Functional programming in Python: implementation of missing features to enjoy FP. -* [:octocat: funcy](https://github.com/Suor/funcy) - :star: 2322 :fork_and_knife: 114 - A fancy and practical functional tools. -* [:octocat: Toolz](https://github.com/pytoolz/toolz) - :star: 2733 :fork_and_knife: 194 - A collection of functional utilities for iterators, functions, and dictionaries. +* [:octocat: Coconut](https://github.com/evhub/coconut) - :star: 2781 :fork_and_knife: 91 - A variant of Python built for simple, elegant, Pythonic functional programming. +* [:octocat: fn.py](https://github.com/kachayev/fn.py) - :star: 3016 :fork_and_knife: 186 - Functional programming in Python: implementation of missing features to enjoy FP. +* [:octocat: funcy](https://github.com/Suor/funcy) - :star: 2323 :fork_and_knife: 114 - A fancy and practical functional tools. +* [:octocat: more-itertools](https://github.com/erikrose/more-itertools) - :star: 1393 :fork_and_knife: 135 - More routines for operating on iterables, beyond `itertools`. +* [:octocat: returns](https://github.com/dry-python/returns) - :star: 1144 :fork_and_knife: 34 - A set of type-safe monads, tranformers, and composition utilities. +* [:octocat: Toolz](https://github.com/pytoolz/toolz) - :star: 2737 :fork_and_knife: 194 - A collection of functional utilities for iterators, functions, and dictionaries. +* [:octocat: CyToolz](https://github.com/pytoolz/cytoolz/) - :star: 716 :fork_and_knife: 52 - Cython implementation of `Toolz`: High performance functional utilities. -## GUI +## GUI Development *Libraries for working with graphical user interface applications.* -* [:earth_americas: curses](https://docs.python.org/2/library/curses.html#module-curses) - Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal GUI applications. -* [:octocat: enaml](https://github.com/nucleic/enaml) - :star: 867 :fork_and_knife: 96 - Creating beautiful user-interfaces with Declaratic Syntax like QML. -* [:octocat: Flexx](https://github.com/zoofIO/flexx) - :star: 2324 :fork_and_knife: 222 - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering. +* [:earth_americas: curses](https://docs.python.org/3/library/curses.html) - Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal GUI applications. +* [:octocat: Eel](https://github.com/ChrisKnott/Eel) - :star: 3601 :fork_and_knife: 338 - A library for making simple Electron-like offline HTML/JS GUI apps. +* [:octocat: enaml](https://github.com/nucleic/enaml) - :star: 868 :fork_and_knife: 96 - Creating beautiful user-interfaces with Declarative Syntax like QML. +* [:octocat: Flexx](https://github.com/zoofIO/flexx) - :star: 2327 :fork_and_knife: 222 - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering. +* [:octocat: Gooey](https://github.com/chriskiehl/Gooey) - :star: 8874 :fork_and_knife: 520 - Turn command line programs into a full GUI application with one line. * [:earth_americas: kivy](https://kivy.org/) - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS. * [:earth_americas: pyglet](https://bitbucket.org/pyglet/pyglet/wiki/Home) - A cross-platform windowing and multimedia library for Python. -* [:earth_americas: PyGObject](https://wiki.gnome.org/Projects/PyGObject) - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3) -* [:earth_americas: PyQt](https://riverbankcomputing.com/software/pyqt/intro) - Python bindings for the [Qt](http://www.qt.io/) cross-platform application and UI framework, with support for both Qt v4 and Qt v5 frameworks. -* [:earth_americas: PySide](https://wiki.qt.io/PySide) - Python bindings for the [Qt](http://www.qt.io/) cross-platform application and UI framework, supporting the Qt v4 framework. +* [:earth_americas: PyGObject](https://wiki.gnome.org/Projects/PyGObject) - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3). +* [:earth_americas: PyQt](https://riverbankcomputing.com/software/pyqt/intro) - Python bindings for the [Qt](https://www.qt.io/) cross-platform application and UI framework. +* [:octocat: PySimpleGUI](https://github.com/PySimpleGUI/PySimpleGUI) - :star: 3869 :fork_and_knife: 602 - Wrapper for tkinter, Qt, WxPython and Remi. +* [:octocat: pywebview](https://github.com/r0x0r/pywebview/) - :star: 1876 :fork_and_knife: 247 - A lightweight cross-platform native wrapper around a webview component. * [:earth_americas: Tkinter](https://wiki.python.org/moin/TkInter) - Tkinter is Python's de-facto standard GUI package. * [:octocat: Toga](https://github.com/pybee/toga) - :star: 2291 :fork_and_knife: 410 - A Python native, OS native GUI toolkit. * [:earth_americas: urwid](http://urwid.org/) - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc. -* [:earth_americas: wxPython](http://wxpython.org/) - A blending of the wxWidgets C++ class library with the Python. +* [:earth_americas: wxPython](https://wxpython.org/) - A blending of the wxWidgets C++ class library with the Python. + +## GraphQL + +*Libraries for working with GraphQL.* + +* [:earth_americas: tartiflette](https://tartiflette.io) - SDL-first GraphQL engine implementation for Python 3.6+ and asyncio. +* [:octocat: tartiflette-aiohttp](https://github.com/tartiflette/tartiflette-aiohttp/) - :star: 41 :fork_and_knife: 4 - An `aiohttp`-based wrapper for Tartiflette to expose GraphQL APIs over HTTP. +* [:octocat: tartiflette-asgi](https://github.com/tartiflette/tartiflette-asgi/) - :star: 60 :fork_and_knife: 9 - ASGI support for the Tartiflette GraphQL engine. ## Game Development *Awesome game development libraries.* -* [:earth_americas: Cocos2d](http://cocos2d.org/) - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications. It is based on pyglet. -* [:earth_americas: Harfang3D](https://www.harfang3d.com/) - HARFANG is a software framework for 3D, VR and multimedia application development. Written in C++, bound to Python and Lua. -* [:earth_americas: Panda3D](https://www.panda3d.org/) - 3D game engine developed by Disney and maintained by Carnegie Mellon's Entertainment Technology Center. Written in C++, completely wrapped in Python. +* [:earth_americas: Cocos2d](http://cocos2d.org/) - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications. +* [:earth_americas: Harfang3D](http://www.harfang3d.com) - Python framework for 3D, VR and game development. +* [:earth_americas: Panda3D](https://www.panda3d.org/) - 3D game engine developed by Disney. * [:earth_americas: Pygame](http://www.pygame.org/news.html) - Pygame is a set of Python modules designed for writing games. * [:earth_americas: PyOgre](http://www.ogre3d.org/tikiwiki/PyOgre) - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D. * [:earth_americas: PyOpenGL](http://pyopengl.sourceforge.net/) - Python ctypes bindings for OpenGL and it's related APIs. -* [:earth_americas: PySDL2](http://pysdl2.readthedocs.io/) - A ctypes based wrapper for the SDL2 library. +* [:earth_americas: PySDL2](https://pysdl2.readthedocs.io) - A ctypes based wrapper for the SDL2 library. * [:earth_americas: RenPy](https://www.renpy.org/) - A Visual Novel engine. ## Geolocation *Libraries for geocoding addresses and working with latitudes and longitudes.* -* [:octocat: django-countries](https://github.com/SmileyChris/django-countries) - :star: 817 :fork_and_knife: 199 - A Django app that provides country choices for use with forms, flag icons static files, and a country field for models. +* [:octocat: django-countries](https://github.com/SmileyChris/django-countries) - :star: 820 :fork_and_knife: 199 - A Django app that provides a country field for models and forms. * [:earth_americas: GeoDjango](https://docs.djangoproject.com/en/dev/ref/contrib/gis/) - A world-class geographic web framework. * [:octocat: GeoIP](https://github.com/maxmind/geoip-api-python) - :star: 207 :fork_and_knife: 62 - Python API for MaxMind GeoIP Legacy Database. * [:octocat: geojson](https://github.com/frewsxcv/python-geojson) - :star: 549 :fork_and_knife: 71 - Python bindings and utilities for GeoJSON. -* [:octocat: geopy](https://github.com/geopy/geopy) - :star: 2875 :fork_and_knife: 497 - Python Geocoding Toolbox. -* [:octocat: pygeoip](https://github.com/appliedsec/pygeoip) - :star: 482 :fork_and_knife: 109 - Pure Python GeoIP API. +* [:octocat: geopy](https://github.com/geopy/geopy) - :star: 2877 :fork_and_knife: 497 - Python Geocoding Toolbox. +* [:octocat: pygeoip](https://github.com/appliedsec/pygeoip) - :star: 483 :fork_and_knife: 109 - Pure Python GeoIP API. ## HTML Manipulation *Libraries for working with HTML and XML.* * [:earth_americas: BeautifulSoup](https://www.crummy.com/software/BeautifulSoup/bs4/doc/) - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML. -* [:octocat: bleach](https://github.com/mozilla/bleach) - :star: 1925 :fork_and_knife: 212 - A whitelist-based HTML sanitization and text linkification library. -* [:earth_americas: cssutils](https://pypi.python.org/pypi/cssutils/) - A CSS library for Python. -* [:octocat: html5lib](https://github.com/html5lib/html5lib-python) - :star: 843 :fork_and_knife: 240 - A standards-compliant library for parsing and serializing HTML documents and fragments. +* [:octocat: bleach](https://github.com/mozilla/bleach) - :star: 1925 :fork_and_knife: 213 - A whitelist-based HTML sanitization and text linkification library. +* [:earth_americas: cssutils](https://pypi.org/project/cssutils/) - A CSS library for Python. +* [:octocat: html5lib](https://github.com/html5lib/html5lib-python) - :star: 844 :fork_and_knife: 240 - A standards-compliant library for parsing and serializing HTML documents and fragments. * [:earth_americas: lxml](http://lxml.de/) - A very fast, easy-to-use and versatile library for handling HTML and XML. -* [:octocat: MarkupSafe](https://github.com/pallets/markupsafe) - :star: 325 :fork_and_knife: 87 - Implements a XML/HTML/XHTML Markup safe string for Python. -* [:octocat: pyquery](https://github.com/gawel/pyquery) - :star: 1854 :fork_and_knife: 156 - A jQuery-like library for parsing HTML. +* [:octocat: MarkupSafe](https://github.com/pallets/markupsafe) - :star: 325 :fork_and_knife: 88 - Implements a XML/HTML/XHTML Markup safe string for Python. +* [:octocat: pyquery](https://github.com/gawel/pyquery) - :star: 1853 :fork_and_knife: 156 - A jQuery-like library for parsing HTML. * [:octocat: untangle](https://github.com/stchris/untangle) - :star: 466 :fork_and_knife: 64 - Converts XML documents to Python objects for easy access. * [:earth_americas: WeasyPrint](http://weasyprint.org) - A visual rendering engine for HTML and CSS that can export to PDF. -* [:earth_americas: xmldataset](https://xmldataset.readthedocs.io) - Simple XML Parsing. -* [:octocat: xmltodict](https://github.com/martinblech/xmltodict) - :star: 3979 :fork_and_knife: 388 - Working with XML feel like you are working with JSON. +* [:earth_americas: xmldataset](https://xmldataset.readthedocs.io/en/latest/) - Simple XML Parsing. +* [:octocat: xmltodict](https://github.com/martinblech/xmltodict) - :star: 3983 :fork_and_knife: 388 - Working with XML feel like you are working with JSON. -## HTTP +## HTTP Clients *Libraries for working with HTTP.* -* [:octocat: grequests](https://github.com/kennethreitz/grequests) - :star: 3411 :fork_and_knife: 302 - requests + gevent for asynchronous HTTP requests. -* [:octocat: httplib2](https://github.com/jcgregorio/httplib2) - :star: 387 :fork_and_knife: 186 - Comprehensive HTTP client library. -* [:earth_americas: requests](http://docs.python-requests.org/en/latest/) - HTTP Requests for Humans™. -* [:octocat: treq](https://github.com/twisted/treq) - :star: 505 :fork_and_knife: 136 - Python requests like API built on top of Twisted's HTTP client. -* [:octocat: urllib3](https://github.com/shazow/urllib3) - :star: 2355 :fork_and_knife: 753 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. +* [:octocat: grequests](https://github.com/spyoungtech/grequests) - :star: 3413 :fork_and_knife: 302 - requests + gevent for asynchronous HTTP requests. +* [:octocat: httplib2](https://github.com/httplib2/httplib2) - :star: 367 :fork_and_knife: 123 - Comprehensive HTTP client library. +* [:octocat: httpx](https://github.com/encode/httpx) - :star: 4947 :fork_and_knife: 291 - A next generation HTTP client for Python. +* [:octocat: requests](https://github.com/psf/requests) - :star: 42739 :fork_and_knife: 7742 - HTTP Requests for Humans. +* [:octocat: treq](https://github.com/twisted/treq) - :star: 503 :fork_and_knife: 136 - Python requests like API built on top of Twisted's HTTP client. +* [:octocat: urllib3](https://github.com/shazow/urllib3) - :star: 2356 :fork_and_knife: 757 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. ## Hardware *Libraries for programming with hardware.* * [:earth_americas: ino](http://inotool.org/) - Command line toolkit for working with [Arduino](https://www.arduino.cc/). +* [:octocat: keyboard](https://github.com/boppreh/keyboard) - :star: 1902 :fork_and_knife: 228 - Hook and simulate global keyboard events on Windows and Linux. +* [:octocat: mouse](https://github.com/boppreh/mouse) - :star: 308 :fork_and_knife: 51 - Hook and simulate global mouse events on Windows and Linux. * [:earth_americas: Pingo](http://www.pingo.io/) - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc. -* [:earth_americas: Pyro](http://pyrorobotics.com/) - Python Robotics. -* [:octocat: PyUserInput](https://github.com/SavinaRoja/PyUserInput) - :star: 918 :fork_and_knife: 230 - A module for cross-platform control of the mouse and keyboard. -* [:octocat: scapy](https://github.com/secdev/scapy) - :star: 5305 :fork_and_knife: 1216 - A brilliant packet manipulation library. +* [:octocat: PyUserInput](https://github.com/SavinaRoja/PyUserInput) - :star: 921 :fork_and_knife: 232 - A module for cross-platform control of the mouse and keyboard. +* [:octocat: scapy](https://github.com/secdev/scapy) - :star: 5313 :fork_and_knife: 1221 - A brilliant packet manipulation library. * [:octocat: wifi](https://github.com/rockymeza/wifi) - :star: 265 :fork_and_knife: 136 - A Python library and command line tool for working with WiFi on Linux. -## High Performance - -*Libraries for making Python faster.* - -* [:earth_americas: Cython](http://cython.org/) - Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains. -* [:earth_americas: Numba](http://numba.pydata.org/) - Python JIT complier to LLVM aimed at scientific Python. -* [:octocat: PeachPy](https://github.com/Maratyszcza/PeachPy) - :star: 1409 :fork_and_knife: 123 - x86-64 assembler embedded in Python. Can be used as inline assembler for Python or as a stand-alone assembler for Windows, Linux, OS X, Native Client and Go. -* [:earth_americas: PyPy](http://pypy.org/) - An implementation of Python in Python. The interpreter uses black magic to make Python very fast without having to add in additional type information. -* [:octocat: Pyston](https://github.com/dropbox/pyston) - :star: 4519 :fork_and_knife: 306 - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance. -* [:octocat: Pyjion](https://github.com/Microsoft/Pyjion) - :star: 1326 :fork_and_knife: 67 - A JIT for Python based upon CoreCLR -* [:earth_americas: Stackless Python](https://bitbucket.org/stackless-dev/stackless/overview) - An enhanced version of the Python. - -## Imagery +## Image Processing *Libraries for manipulating images.* * [:octocat: hmap](https://github.com/rossgoodwin/hmap) - :star: 176 :fork_and_knife: 21 - Image histogram remapping. * [:earth_americas: imgSeek](https://sourceforge.net/projects/imgseek/) - A project for searching a collection of images using visual similarity. -* [:octocat: nude.py](https://github.com/hhatto/nude.py) - :star: 729 :fork_and_knife: 122 - Nudity detection. -* [:octocat: pagan](https://github.com/daboth/pagan) - :star: 183 :fork_and_knife: 22 - Retro identicon (Avatar) generation based on input string and hash. -* [:octocat: pillow](https://github.com/python-pillow/Pillow) - :star: 7434 :fork_and_knife: 1457 - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork. +* [:octocat: nude.py](https://github.com/hhatto/nude.py) - :star: 730 :fork_and_knife: 122 - Nudity detection. +* [:octocat: pagan](https://github.com/daboth/pagan) - :star: 186 :fork_and_knife: 22 - Retro identicon (Avatar) generation based on input string and hash. +* [:octocat: pillow](https://github.com/python-pillow/Pillow) - :star: 7438 :fork_and_knife: 1461 - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork. * [:earth_americas: pyBarcode](https://pythonhosted.org/pyBarcode/) - Create barcodes in Python without needing PIL. * [:octocat: pygram](https://github.com/ajkumar25/pygram) - :star: 91 :fork_and_knife: 13 - Instagram-like image filters. -* [:octocat: python-qrcode](https://github.com/lincolnloop/python-qrcode) - :star: 2126 :fork_and_knife: 391 - A pure Python QR Code generator. +* [:octocat: python-qrcode](https://github.com/lincolnloop/python-qrcode) - :star: 2127 :fork_and_knife: 392 - A pure Python QR Code generator. * [:octocat: Quads](https://github.com/fogleman/Quads) - :star: 931 :fork_and_knife: 104 - Computer art based on quadtrees. * [:earth_americas: scikit-image](http://scikit-image.org/) - A Python library for (scientific) image processing. -* [:octocat: thumbor](https://github.com/thumbor/thumbor) - :star: 7750 :fork_and_knife: 677 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. -* [:octocat: wand](https://github.com/dahlia/wand) - :star: 997 :fork_and_knife: 184 - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick. +* [:octocat: thumbor](https://github.com/thumbor/thumbor) - :star: 7756 :fork_and_knife: 677 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. +* [:octocat: wand](https://github.com/dahlia/wand) - :star: 998 :fork_and_knife: 184 - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick. + +## Implementations + +*Implementations of Python.* + +* [:octocat: CPython](https://github.com/python/cpython) - :star: 31828 :fork_and_knife: 15029 - **Default, most widely used implementation of the Python programming language written in C.** +* [:earth_americas: Cython](http://cython.org/) - Optimizing Static Compiler for Python. +* [:octocat: CLPython](https://github.com/metawilm/cl-python) - :star: 293 :fork_and_knife: 34 - Implementation of the Python programming language written in Common Lisp. +* [:octocat: Grumpy](https://github.com/google/grumpy) - :star: 10068 :fork_and_knife: 650 - More compiler than interpreter as more powerful CPython2.7 replacement (alpha). +* [:octocat: IronPython](https://github.com/IronLanguages/ironpython3) - :star: 1155 :fork_and_knife: 149 - Implementation of the Python programming language written in C#. +* [:earth_americas: Jython](https://hg.python.org/jython) - Implementation of Python programming language written in Java for the JVM. +* [:octocat: MicroPython](https://github.com/micropython/micropython) - :star: 10628 :fork_and_knife: 3446 - A lean and efficient Python programming language implementation. +* [:earth_americas: Numba](http://numba.pydata.org/) - Python JIT compiler to LLVM aimed at scientific Python. +* [:octocat: PeachPy](https://github.com/Maratyszcza/PeachPy) - :star: 1411 :fork_and_knife: 123 - x86-64 assembler embedded in Python. +* [:octocat: Pyjion](https://github.com/Microsoft/Pyjion) - :star: 1330 :fork_and_knife: 67 - A JIT for Python based upon CoreCLR. +* [:earth_americas: PyPy](https://foss.heptapod.net/pypy/pypy) - A very fast and compliant implementation of the Python language. +* [:octocat: Pyston](https://github.com/dropbox/pyston) - :star: 4522 :fork_and_knife: 306 - A Python implementation using JIT techniques. +* [:octocat: Stackless Python](https://github.com/stackless-dev/stackless) - :star: 592 :fork_and_knife: 41 - An enhanced version of the Python programming language. ## Interactive Interpreter *Interactive Python interpreters (REPL).* -* [:octocat: bpython](https://github.com/bpython/bpython) - :star: 1493 :fork_and_knife: 170 - A fancy interface to the Python interpreter. +* [:octocat: bpython](https://github.com/bpython/bpython) - :star: 1500 :fork_and_knife: 170 - A fancy interface to the Python interpreter. * [:earth_americas: Jupyter Notebook (IPython)](https://jupyter.org) - A rich toolkit to help you make the most out of using Python interactively. -* [:octocat: ptpython](https://github.com/jonathanslenders/ptpython) - :star: 3655 :fork_and_knife: 201 - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit). + * [:octocat: awesome-jupyter](https://github.com/markusschanta/awesome-jupyter) - :star: 1688 :fork_and_knife: 222 +* [:octocat: ptpython](https://github.com/jonathanslenders/ptpython) - :star: 3660 :fork_and_knife: 203 - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit). ## Internationalization @@ -704,47 +777,37 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for scheduling jobs.* -* [:earth_americas: APScheduler](http://apscheduler.readthedocs.io/) - A light but powerful in-process task scheduler that lets you schedule functions. +* [:earth_americas: APScheduler](http://apscheduler.readthedocs.io/en/latest/) - A light but powerful in-process task scheduler that lets you schedule functions. * [:octocat: django-schedule](https://github.com/thauber/django-schedule) - :star: 774 :fork_and_knife: 287 - A calendaring app for Django. * [:earth_americas: doit](http://pydoit.org/) - A task runner and build tool. * [:octocat: gunnery](https://github.com/gunnery/gunnery) - :star: 714 :fork_and_knife: 76 - Multipurpose task execution tool for distributed systems with web-based interface. -* [:earth_americas: Joblib](http://pythonhosted.org/joblib/index.html) - A set of tools to provide lightweight pipelining in Python. -* [:octocat: Plan](https://github.com/fengsp/plan) - :star: 1103 :fork_and_knife: 94 - Writing crontab file in Python like a charm. -* [:octocat: schedule](https://github.com/dbader/schedule) - :star: 7400 :fork_and_knife: 684 - Python job scheduling for humans. -* [:octocat: Spiff](https://github.com/knipknap/SpiffWorkflow) - :star: 886 :fork_and_knife: 209 - A powerful workflow engine implemented in pure Python. -* [:earth_americas: TaskFlow](http://docs.openstack.org/developer/taskflow/) - A Python library that helps to make task execution easy, consistent and reliable. +* [:earth_americas: Joblib](https://joblib.readthedocs.io/) - A set of tools to provide lightweight pipelining in Python. +* [:octocat: Plan](https://github.com/fengsp/plan) - :star: 1105 :fork_and_knife: 94 - Writing crontab file in Python like a charm. +* [:octocat: schedule](https://github.com/dbader/schedule) - :star: 7408 :fork_and_knife: 686 - Python job scheduling for humans. +* [:octocat: Spiff](https://github.com/knipknap/SpiffWorkflow) - :star: 887 :fork_and_knife: 209 - A powerful workflow engine implemented in pure Python. +* [:earth_americas: TaskFlow](https://docs.openstack.org/developer/taskflow/) - A Python library that helps to make task execution easy, consistent and reliable. +* [:earth_americas: Airflow](https://airflow.apache.org/) - Airflow is a platform to programmatically author, schedule and monitor workflows. ## Logging *Libraries for generating and working with logs.* -* [:octocat: Eliot](https://github.com/ClusterHQ/eliot) - :star: 750 :fork_and_knife: 49 - Logging for complex & distributed systems. -* [:earth_americas: logbook](http://pythonhosted.org/Logbook/) - Logging replacement for Python. -* [:earth_americas: logging](https://docs.python.org/2/library/logging.html) - (Python standard library) Logging facility for Python. -* [:octocat: Raven](https://github.com/getsentry/raven-python) - :star: 1668 :fork_and_knife: 803 - The Python client for Sentry. -* [:earth_americas: Sentry](https://pypi.python.org/pypi/sentry) - A realtime logging and aggregation server. +* [:octocat: Eliot](https://github.com/ScatterHQ/eliot) - :star: 752 :fork_and_knife: 49 - Logging for complex & distributed systems. +* [:earth_americas: logbook](http://logbook.readthedocs.io/en/stable/) - Logging replacement for Python. +* [:earth_americas: logging](https://docs.python.org/3/library/logging.html) - (Python standard library) Logging facility for Python. +* [:octocat: raven](https://github.com/getsentry/raven-python) - :star: 1668 :fork_and_knife: 803 - Python client for Sentry, a log/error tracking, crash reporting and aggregation platform for web applications. ## Machine Learning -*Libraries for Machine Learning. See: [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning#python).* +*Libraries for Machine Learning. Also see [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning#python).* -* [:octocat: gensim](https://github.com/piskvorky/gensim) - :star: 10872 :fork_and_knife: 3757 - Topic Modelling for Humans. -* [:earth_americas: MLlib](http://spark.apache.org/mllib/) - [Apache Spark](http://spark.apache.org/)'s scalable Machine Learning library. -* [:octocat: NuPIC](https://github.com/numenta/nupic) - :star: 6092 :fork_and_knife: 1581 - Numenta Platform for Intelligent Computing. -* [:octocat: Pylearn2](https://github.com/lisa-lab/pylearn2) - :star: 2698 :fork_and_knife: 1109 - A Machine Learning library based on [Theano](https://github.com/Theano/Theano). +* [:octocat: H2O](https://github.com/h2oai/h2o-3) - :star: 4829 :fork_and_knife: 1734 - Open Source Fast Scalable Machine Learning Platform. +* [:octocat: Metrics](https://github.com/benhamner/Metrics) - :star: 1325 :fork_and_knife: 414 - Machine learning evaluation metrics. +* [:octocat: NuPIC](https://github.com/numenta/nupic) - :star: 6094 :fork_and_knife: 1582 - Numenta Platform for Intelligent Computing. * [:earth_americas: scikit-learn](http://scikit-learn.org/) - The most popular Python library for Machine Learning. +* [:earth_americas: Spark ML](http://spark.apache.org/docs/latest/ml-guide.html) - [Apache Spark](http://spark.apache.org/)'s scalable Machine Learning library. * [:octocat: vowpal_porpoise](https://github.com/josephreisinger/vowpal_porpoise) - :star: 152 :fork_and_knife: 30 - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). - -## MapReduce - -*Frameworks and libraries for MapReduce.* - -* [:octocat: dpark](https://github.com/douban/dpark) - :star: 2590 :fork_and_knife: 553 - Python clone of Spark, a MapReduce alike framework in Python. -* [:octocat: dumbo](https://github.com/klbostee/dumbo) - :star: 1045 :fork_and_knife: 156 - Python module that allows one to easily write and run Hadoop programs. -* [:octocat: luigi](https://github.com/spotify/luigi) - :star: 13380 :fork_and_knife: 2131 - A module that helps you build complex pipelines of batch jobs. -* [:octocat: mrjob](https://github.com/Yelp/mrjob) - :star: 2498 :fork_and_knife: 585 - Run MapReduce jobs on Hadoop or Amazon Web Services. -* [:earth_americas: PySpark](http://spark.apache.org/docs/latest/programming-guide.html) - The Spark Python API. -* [:octocat: streamparse](https://github.com/Parsely/streamparse) - :star: 1409 :fork_and_knife: 217 - Run Python code against real-time streams of data. Integrates with [Apache Storm](http://storm.apache.org/). +* [:octocat: xgboost](https://github.com/dmlc/xgboost) - :star: 19209 :fork_and_knife: 7563 - A scalable, portable, and distributed gradient boosting library. ## Microsoft Windows @@ -752,233 +815,244 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: Python(x,y)](http://python-xy.github.io/) - Scientific-applications-oriented Python Distribution based on Qt and Spyder. * [:earth_americas: pythonlibs](http://www.lfd.uci.edu/~gohlke/pythonlibs/) - Unofficial Windows binaries for Python extension packages. -* [:octocat: PythonNet](https://github.com/pythonnet/pythonnet) - :star: 2127 :fork_and_knife: 399 - Python Integration with the .NET Common Language Runtime (CLR). -* [:earth_americas: PyWin32](https://sourceforge.net/projects/pywin32/) - Python Extensions for Windows. +* [:octocat: PythonNet](https://github.com/pythonnet/pythonnet) - :star: 2128 :fork_and_knife: 399 - Python Integration with the .NET Common Language Runtime (CLR). +* [:octocat: PyWin32](https://github.com/mhammond/pywin32) - :star: 2335 :fork_and_knife: 477 - Python Extensions for Windows. * [:earth_americas: WinPython](https://winpython.github.io/) - Portable development environment for Windows 7/8. ## Miscellaneous *Useful libraries or tools that don't fit in the categories above.* -* [:octocat: blinker](https://github.com/jek/blinker) - :star: 1076 :fork_and_knife: 141 - A fast Python in-process signal/event dispatching system. -* [:octocat: itsdangerous](https://github.com/pallets/itsdangerous) - :star: 2004 :fork_and_knife: 172 - Various helpers to pass trusted data to untrusted environments. +* [:octocat: blinker](https://github.com/jek/blinker) - :star: 1078 :fork_and_knife: 141 - A fast Python in-process signal/event dispatching system. +* [:octocat: boltons](https://github.com/mahmoud/boltons) - :star: 5163 :fork_and_knife: 276 - A set of pure-Python utilities. +* [:octocat: itsdangerous](https://github.com/pallets/itsdangerous) - :star: 2004 :fork_and_knife: 173 - Various helpers to pass trusted data to untrusted environments. * [:octocat: pluginbase](https://github.com/mitsuhiko/pluginbase) - :star: 881 :fork_and_knife: 131 - A simple but flexible plugin system for Python. -* [:octocat: Pychievements](https://github.com/PacketPerception/pychievements) - :star: 112 :fork_and_knife: 7 - A framework for creating and tracking achievements. -* [:earth_americas: Tryton](http://www.tryton.org/) - A general purpose business framework. +* [:earth_americas: tryton](http://www.tryton.org/) - A general purpose business framework. ## Natural Language Processing *Libraries for working with human languages.* -* [:octocat: Jieba](https://github.com/fxsjy/jieba) - :star: 23157 :fork_and_knife: 5716 - Chinese text segmentation. -* [:octocat: langid.py](https://github.com/saffsd/langid.py) - :star: 1605 :fork_and_knife: 261 - Stand-alone language identification system. -* [:earth_americas: NLTK](http://www.nltk.org/) - A leading platform for building Python programs to work with human language data. -* [:earth_americas: Pattern](http://www.clips.ua.ac.be/pattern) - A web mining module for the Python. -* [:octocat: SnowNLP](https://github.com/isnowfy/snownlp) - :star: 4780 :fork_and_knife: 1170 - A library for processing Chinese text. -* [:earth_americas: spaCy](https://spacy.io/) - A library for industrial-strength natural language processing in Python and Cython. -* [:octocat: TextBlob](https://github.com/sloria/TextBlob) - :star: 7085 :fork_and_knife: 942 - Providing a consistent API for diving into common NLP tasks. -* [:octocat: TextGrocery](https://github.com/2shou/TextGrocery) - :star: 657 :fork_and_knife: 206 - A simple, efficient short-text classification tool based on LibLinear and Jieba. +- General + * [:octocat: gensim](https://github.com/RaRe-Technologies/gensim) - :star: 10875 :fork_and_knife: 3760 - Topic Modeling for Humans. + * [:octocat: langid.py](https://github.com/saffsd/langid.py) - :star: 1605 :fork_and_knife: 262 - Stand-alone language identification system. + * [:earth_americas: nltk](http://www.nltk.org/) - A leading platform for building Python programs to work with human language data. + * [:octocat: pattern](https://github.com/clips/pattern) - :star: 7427 :fork_and_knife: 1484 - A web mining module. + * [:octocat: polyglot](https://github.com/aboSamoor/polyglot) - :star: 1599 :fork_and_knife: 278 - Natural language pipeline supporting hundreds of languages. + * [:octocat: pytext](https://github.com/facebookresearch/pytext) - :star: 5885 :fork_and_knife: 720 - A natural language modeling framework based on PyTorch. + * [:octocat: PyTorch-NLP](https://github.com/PetrochukM/PyTorch-NLP) - :star: 1718 :fork_and_knife: 203 - A toolkit enabling rapid deep learning NLP prototyping for research. + * [:earth_americas: spacy](https://spacy.io/) - A library for industrial-strength natural language processing in Python and Cython. + * [:octocat: Stanza](https://github.com/stanfordnlp/stanza) - :star: 4265 :fork_and_knife: 538 - The Stanford NLP Group's official Python library, supporting 60+ languages. +- Chinese + * [:octocat: jieba](https://github.com/fxsjy/jieba) - :star: 23196 :fork_and_knife: 5723 - The most popular Chinese text segmentation library. + * [:octocat: pkuseg-python](https://github.com/lancopku/pkuseg-python) - :star: 4862 :fork_and_knife: 773 - A toolkit for Chinese word segmentation in various domains. + * [:octocat: snownlp](https://github.com/isnowfy/snownlp) - :star: 4788 :fork_and_knife: 1173 - A library for processing Chinese text. + * [:octocat: funNLP](https://github.com/fighting41love/funNLP) - :star: 21293 :fork_and_knife: 6420 - A collection of tools and datasets for Chinese NLP. ## Network Virtualization *Tools and libraries for Virtual Networking and SDN (Software Defined Networking).* -* [:earth_americas: Mininet](http://mininet.org/) - A popular network emulator and API written in Python. -* [:octocat: POX](https://github.com/noxrepo/pox) - :star: 488 :fork_and_knife: 433 - An open source development platform for Python-based Software Defined Networking (SDN) control applications, such as OpenFlow SDN controllers. -* [:earth_americas: Pyretic](http://frenetic-lang.org/pyretic/) - A member of the Frenetic family of SDN programming languages that provides powerful abstractions over network switches or emulators. -* [:octocat: SDX Platform](https://github.com/sdn-ixp/internet2award) - :star: 15 :fork_and_knife: 5 - SDN based IXP implementation that leverages Mininet, POX and Pyretic. - -## Networking - -*Libraries for networking programming.* - -* [:earth_americas: asyncio](https://docs.python.org/3/library/asyncio.html) - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks. -* [:octocat: diesel](https://github.com/dieseldev/diesel) - :star: 577 :fork_and_knife: 60 - Greenlet-based event I/O Framework for Python. -* [:octocat: pulsar](https://github.com/quantmind/pulsar) - :star: 1844 :fork_and_knife: 163 - Event-driven concurrent framework for Python. -* [:earth_americas: pyzmq](http://zeromq.github.io/pyzmq/) - A Python wrapper for the ZeroMQ message library. -* [:earth_americas: Twisted](https://twistedmatrix.com/trac/) - An event-driven networking engine. -* [:octocat: txZMQ](https://github.com/smira/txZMQ) - :star: 150 :fork_and_knife: 50 - Twisted based wrapper for the ZeroMQ message library. +* [:octocat: mininet](https://github.com/mininet/mininet) - :star: 3419 :fork_and_knife: 1378 - A popular network emulator and API written in Python. +* [:octocat: napalm](https://github.com/napalm-automation/napalm) - :star: 1493 :fork_and_knife: 425 - Cross-vendor API to manipulate network devices. +* [:octocat: pox](https://github.com/noxrepo/pox) - :star: 489 :fork_and_knife: 433 - A Python-based SDN control applications, such as OpenFlow SDN controllers. ## News Feed *Libraries for building user's activities.* * [:octocat: django-activity-stream](https://github.com/justquick/django-activity-stream) - :star: 1747 :fork_and_knife: 447 - Generating generic activity streams from the actions on your site. -* [:octocat: Stream-Framework](https://github.com/tschellenbach/Stream-Framework) - :star: 4315 :fork_and_knife: 532 - Building newsfeed and notification systems using Cassandra and Redis. +* [:octocat: Stream Framework](https://github.com/tschellenbach/Stream-Framework) - :star: 4316 :fork_and_knife: 532 - Building news feed and notification systems using Cassandra and Redis. ## ORM *Libraries that implement Object-Relational Mapping or data mapping techniques.* * Relational Databases - * [:earth_americas: Django Models](https://docs.djangoproject.com/en/dev/topics/db/models/) - A part of Django. - * [:earth_americas: SQLAlchemy](http://www.sqlalchemy.org/) - The Python SQL Toolkit and Object Relational Mapper. - * [:octocat: awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) - :star: 2077 :fork_and_knife: 121 - * [:octocat: Peewee](https://github.com/coleifer/peewee) - :star: 7584 :fork_and_knife: 1204 - A small, expressive ORM. - * [:earth_americas: PonyORM](https://ponyorm.com/) - ORM that provides a generator-oriented interface to SQL. - * [:earth_americas: python-sql](https://pypi.python.org/pypi/python-sql) - Write SQL queries pythonically. + * [:earth_americas: Django Models](https://docs.djangoproject.com/en/dev/topics/db/models/) - The Django ORM. + * [:earth_americas: SQLAlchemy](https://www.sqlalchemy.org/) - The Python SQL Toolkit and Object Relational Mapper. + * [:octocat: awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) - :star: 2081 :fork_and_knife: 122 + * [:octocat: dataset](https://github.com/pudo/dataset) - :star: 3815 :fork_and_knife: 245 - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL. + * [:octocat: orator](https://github.com/sdispater/orator) - :star: 1088 :fork_and_knife: 144 - The Orator ORM provides a simple yet beautiful ActiveRecord implementation. + * [:octocat: orm](https://github.com/encode/orm) - :star: 943 :fork_and_knife: 47 - An async ORM. + * [:octocat: peewee](https://github.com/coleifer/peewee) - :star: 7596 :fork_and_knife: 1206 - A small, expressive ORM. + * [:octocat: pony](https://github.com/ponyorm/pony/) - :star: 2206 :fork_and_knife: 172 - ORM that provides a generator-oriented interface to SQL. + * [:octocat: pydal](https://github.com/web2py/pydal/) - :star: 313 :fork_and_knife: 109 - A pure Python Database Abstraction Layer. * NoSQL Databases - * [:octocat: django-mongodb-engine](https://github.com/django-nonrel/mongodb-engine) - :star: 843 :fork_and_knife: 210 - Django MongoDB Backend. - * [:octocat: flywheel](https://github.com/mathcamp/flywheel) - :star: 121 :fork_and_knife: 26 - Object mapper for Amazon DynamoDB. * [:octocat: hot-redis](https://github.com/stephenmcd/hot-redis) - :star: 261 :fork_and_knife: 25 - Rich Python data types for Redis. - * [:earth_americas: MongoEngine](http://mongoengine.org/) - A Python Object-Document-Mapper for working with MongoDB. - * [:octocat: PynamoDB](https://github.com/jlafon/PynamoDB) - :star: 1261 :fork_and_knife: 314 - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). + * [:octocat: mongoengine](https://github.com/MongoEngine/mongoengine) - :star: 3177 :fork_and_knife: 1100 - A Python Object-Document-Mapper for working with MongoDB. + * [:octocat: PynamoDB](https://github.com/pynamodb/PynamoDB) - :star: 1262 :fork_and_knife: 315 - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). * [:octocat: redisco](https://github.com/kiddouk/redisco) - :star: 431 :fork_and_knife: 85 - A Python Library for Simple Models and Containers Persisted in Redis. -* Others - * [:octocat: butterdb](https://github.com/Widdershin/butterdb) - :star: 347 :fork_and_knife: 14 - A Python ORM for Google Drive Spreadsheets. - * [:octocat: dataset](https://github.com/pudo/dataset) - :star: 3814 :fork_and_knife: 245 - A JSON-based database. ## Package Management *Libraries for package and dependency management.* -* [:earth_americas: pip](https://pip.pypa.io/en/stable/) - The Python package and dependency manager. - * [:earth_americas: Python Package Index](https://pypi.python.org/pypi) -* [:octocat: conda](https://github.com/conda/conda/) - :star: 3634 :fork_and_knife: 915 - Cross-platform, Python-agnostic binary package manager. -* [:earth_americas: Curdling](http://clarete.li/curdling/) - Curdling is a command line tool for managing Python packages. -* [:octocat: pip-tools](https://github.com/nvie/pip-tools) - :star: 4303 :fork_and_knife: 381 - A set of tools to keep your pinned Python dependencies fresh. -* [:earth_americas: wheel](http://pythonwheels.com/) - The new standard of Python distribution and are intended to replace eggs. +* [:earth_americas: pip](https://pip.pypa.io/en/stable/) - The package installer for Python. + * [:earth_americas: PyPI](https://pypi.org/) + * [:octocat: pip-tools](https://github.com/jazzband/pip-tools) - :star: 4308 :fork_and_knife: 382 - A set of tools to keep your pinned Python dependencies fresh. +* [:octocat: poetry](https://github.com/sdispater/poetry) - :star: 11020 :fork_and_knife: 772 - Python dependency management and packaging made easy. +* [:octocat: conda](https://github.com/conda/conda/) - :star: 3642 :fork_and_knife: 920 - Cross-platform, Python-agnostic binary package manager. ## Package Repositories *Local PyPI repository server and proxies.* -* [:octocat: warehouse](https://github.com/pypa/warehouse) - :star: 2420 :fork_and_knife: 699 - Next generation Python Package Repository (PyPI). - * [:earth_americas: Warehouse](https://pypi.org/) -* [:earth_americas: bandersnatch](https://bitbucket.org/pypa/bandersnatch) - PyPI mirroring tool provided by Python Packaging Authority (PyPA). -* [:earth_americas: devpi](http://doc.devpi.net/latest/) - PyPI server and packaging/testing/release tool. -* [:octocat: localshop](https://github.com/mvantellingen/localshop) - :star: 359 :fork_and_knife: 113 - Local PyPI server (custom packages and auto-mirroring of pypi). +* [:octocat: warehouse](https://github.com/pypa/warehouse) - :star: 2420 :fork_and_knife: 702 - Next generation Python Package Repository (PyPI). +* [:octocat: bandersnatch](https://github.com/pypa/bandersnatch/) - :star: 174 :fork_and_knife: 73 - PyPI mirroring tool provided by Python Packaging Authority (PyPA). +* [:octocat: devpi](https://github.com/devpi/devpi) - :star: 386 :fork_and_knife: 74 - PyPI server and packaging/testing/release tool. +* [:octocat: localshop](https://github.com/jazzband/localshop) - :star: 359 :fork_and_knife: 113 - Local PyPI server (custom packages and auto-mirroring of pypi). ## Permissions *Libraries that allow or deny users access to data or functionality.* -* [:octocat: Carteblanche](https://github.com/neuman/python-carteblanche/) - :star: 41 :fork_and_knife: 2 - Module to align code with thoughts of users and designers. Also magically handles navigation and permissions. -* [:octocat: django-guardian](https://github.com/django-guardian/django-guardian) - :star: 2653 :fork_and_knife: 484 - Implementation of per object permissions for Django 1.2+ +* [:octocat: django-guardian](https://github.com/django-guardian/django-guardian) - :star: 2654 :fork_and_knife: 485 - Implementation of per object permissions for Django 1.2+ * [:octocat: django-rules](https://github.com/dfunckt/django-rules) - :star: 1066 :fork_and_knife: 87 - A tiny but powerful app providing object-level permissions to Django, without requiring a database. ## Processes *Libraries for starting and communicating with OS processes.* -* [:octocat: envoy](https://github.com/kennethreitz/envoy) - :star: 2247 :fork_and_knife: 271 - Python [subprocess](https://docs.python.org/2/library/subprocess.html) for Humans™. -* [:earth_americas: sarge](http://sarge.readthedocs.io/) - Yet another wrapper for subprocess. -* [:octocat: sh](https://github.com/amoffat/sh) - :star: 5295 :fork_and_knife: 419 - A full-fledged subprocess replacement for Python. +* [:octocat: delegator.py](https://github.com/amitt001/delegator.py) - :star: 1477 :fork_and_knife: 84 - [Subprocesses](https://docs.python.org/3/library/subprocess.html) for Humans 2.0. +* [:earth_americas: sarge](https://sarge.readthedocs.io/en/latest/) - Yet another wrapper for subprocess. +* [:octocat: sh](https://github.com/amoffat/sh) - :star: 5299 :fork_and_knife: 419 - A full-fledged subprocess replacement for Python. -## Queue +## Recommender Systems -*Libraries for working with event and task queues.* +*Libraries for building recommender systems.* -* [:earth_americas: celery](http://www.celeryproject.org/) - An asynchronous task queue/job queue based on distributed message passing. -* [:octocat: huey](https://github.com/coleifer/huey) - :star: 2997 :fork_and_knife: 272 - Little multi-threaded task queue. -* [:octocat: mrq](https://github.com/pricingassistant/mrq) - :star: 807 :fork_and_knife: 108 - Mr. Queue - A distributed worker task queue in Python using Redis & gevent. -* [:earth_americas: rq](http://python-rq.org/) - Simple job queues for Python. -* [:octocat: simpleq](https://github.com/rdegges/simpleq) - :star: 147 :fork_and_knife: 18 - A simple, infinitely scalable, Amazon SQS based queue. +* [:octocat: annoy](https://github.com/spotify/annoy) - :star: 7108 :fork_and_knife: 779 - Approximate Nearest Neighbors in C++/Python optimized for memory usage. +* [:octocat: fastFM](https://github.com/ibayer/fastFM) - :star: 848 :fork_and_knife: 192 - A library for Factorization Machines. +* [:octocat: implicit](https://github.com/benfred/implicit) - :star: 1959 :fork_and_knife: 436 - A fast Python implementation of collaborative filtering for implicit datasets. +* [:octocat: libffm](https://github.com/guestwalk/libffm) - :star: 1419 :fork_and_knife: 442 - A library for Field-aware Factorization Machine (FFM). +* [:octocat: lightfm](https://github.com/lyst/lightfm) - :star: 3131 :fork_and_knife: 531 - A Python implementation of a number of popular recommendation algorithms. +* [:octocat: spotlight](https://github.com/maciejkula/spotlight) - :star: 2157 :fork_and_knife: 336 - Deep recommender models using PyTorch. +* [:octocat: Surprise](https://github.com/NicolasHug/Surprise) - :star: 4056 :fork_and_knife: 756 - A scikit for building and analyzing recommender systems. +* [:octocat: tensorrec](https://github.com/jfkirk/tensorrec) - :star: 1052 :fork_and_knife: 197 - A Recommendation Engine Framework in TensorFlow. + +## Refactoring + +*Refactoring tools and libraries for Python* + + * [:earth_americas: Bicycle Repair Man](http://bicyclerepair.sourceforge.net/) - Bicycle Repair Man, a refactoring tool for Python. + * [:earth_americas: Bowler](https://pybowler.io/) - Safe code refactoring for modern Python. + * [:octocat: Rope](https://github.com/python-rope/rope) - :star: 924 :fork_and_knife: 114 - Rope is a python refactoring library. ## RESTful API -*Libraries for developing RESTful APIs.* +*Libraries for building RESTful APIs.* * Django - * [:octocat: django-formapi](https://github.com/5monkeys/django-formapi) - :star: 32 :fork_and_knife: 15 - Create JSON APIs with Django's form validation. * [:earth_americas: django-rest-framework](http://www.django-rest-framework.org/) - A powerful and flexible toolkit to build web APIs. * [:earth_americas: django-tastypie](http://tastypieapi.org/) - Creating delicious APIs for Django apps. * Flask - * [:octocat: eve](https://github.com/nicolaiarocci/eve) - :star: 11 :fork_and_knife: 3 - REST API framework powered by Flask, MongoDB and good intentions. - * [:octocat: flask-api-utils](https://github.com/marselester/flask-api-utils) - :star: 54 :fork_and_knife: 5 - Taking care of API representation and authentication for Flask. - * [:earth_americas: flask-api](http://www.flaskapi.org/) - Browsable Web APIs for Flask. - * [:octocat: flask-restful](https://github.com/flask-restful/flask-restful) - :star: 5606 :fork_and_knife: 882 - Quickly building REST APIs for Flask. - * [:octocat: flask-restless](https://github.com/jfinkels/flask-restless) - :star: 1026 :fork_and_knife: 300 - Generating RESTful APIs for database models defined with SQLAlchemy. + * [:octocat: eve](https://github.com/pyeve/eve) - :star: 6113 :fork_and_knife: 709 - REST API framework powered by Flask, MongoDB and good intentions. + * [:octocat: flask-api](https://github.com/flask-api/flask-api) - :star: 1166 :fork_and_knife: 136 - Browsable Web APIs for Flask. + * [:octocat: flask-restful](https://github.com/flask-restful/flask-restful) - :star: 5609 :fork_and_knife: 883 - Quickly building REST APIs for Flask. * Pyramid - * [:octocat: cornice](https://github.com/mozilla-services/cornice) - :star: 360 :fork_and_knife: 146 - A RESTful framework for Pyramid. + * [:octocat: cornice](https://github.com/Cornices/cornice) - :star: 360 :fork_and_knife: 146 - A RESTful framework for Pyramid. * Framework agnostic - * [:earth_americas: falcon](http://falconframework.org/) - A high-performance framework for building cloud APIs and web app backends. - * [:octocat: hug](https://github.com/timothycrosley/hug) - :star: 6261 :fork_and_knife: 363 - A Python3 framework for cleanly exposing APIs over HTTP and the Command Line with automatic documentation and validation. - * [:octocat: restless](https://github.com/toastdriven/restless) - :star: 787 :fork_and_knife: 85 - Framework agnostic REST framework based on lessons learned from Tastypie. - * [:octocat: ripozo](https://github.com/vertical-knowledge/ripozo) - :star: 196 :fork_and_knife: 20 - Quickly creating REST/HATEOAS/Hypermedia APIs. - * [:octocat: sandman](https://github.com/jeffknupp/sandman) - :star: 2321 :fork_and_knife: 183 - Automated REST APIs for existing database-driven systems. + * [:octocat: apistar](https://github.com/encode/apistar) - :star: 5469 :fork_and_knife: 427 - A smart Web API framework, designed for Python 3. + * [:octocat: falcon](https://github.com/falconry/falcon) - :star: 7784 :fork_and_knife: 786 - A high-performance framework for building cloud APIs and web app backends. + * [:octocat: fastapi](https://github.com/tiangolo/fastapi) - :star: 15100 :fork_and_knife: 1023 - A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints. + * [:octocat: hug](https://github.com/hugapi/hug) - :star: 6258 :fork_and_knife: 363 - A Python 3 framework for cleanly exposing APIs. + * [:octocat: sandman2](https://github.com/jeffknupp/sandman2) - :star: 1507 :fork_and_knife: 169 - Automated REST APIs for existing database-driven systems. + * [:octocat: sanic](https://github.com/huge-success/sanic) - :star: 13844 :fork_and_knife: 1274 - A Python 3.6+ web server and web framework that's written to go fast. + * [:earth_americas: vibora](https://vibora.io/) - Fast, efficient and asynchronous Web framework inspired by Flask. + +## Robotics + +*Libraries for robotics.* + +* [:octocat: PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics) - :star: 9334 :fork_and_knife: 3021 - This is a compilation of various robotics algorithms with visualizations. +* [:earth_americas: rospy](http://wiki.ros.org/rospy) - This is a library for ROS (Robot Operating System). ## RPC Servers *RPC-compatible servers.* -* [:octocat: SimpleJSONRPCServer](https://github.com/joshmarshall/jsonrpclib/) - :star: 406 :fork_and_knife: 130 - This library is an implementation of the JSON-RPC specification. -* [:earth_americas: SimpleXMLRPCServer](https://docs.python.org/2/library/simplexmlrpcserver.html) - (Python standard library) Simple XML-RPC server implementation, single-threaded. -* [:octocat: zeroRPC](https://github.com/0rpc/zerorpc-python) - :star: 2625 :fork_and_knife: 338 - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/). +* [:octocat: zeroRPC](https://github.com/0rpc/zerorpc-python) - :star: 2627 :fork_and_knife: 338 - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/). +* [:octocat: RPyC](https://github.com/tomerfiliba/rpyc) (Remote Python Call) - :star: 861 :fork_and_knife: 179 - A transparent and symmetric RPC library for Python ## Science -*Libraries for scientific computing.* +*Libraries for scientific computing. Also see [Python-for-Scientists](https://github.com/TomNicholas/Python-for-Scientists).* * [:earth_americas: astropy](http://www.astropy.org/) - A community Python library for Astronomy. * [:octocat: bcbio-nextgen](https://github.com/chapmanb/bcbio-nextgen) - :star: 744 :fork_and_knife: 326 - Providing best-practice pipelines for fully automated high throughput sequencing analysis. * [:octocat: bccb](https://github.com/chapmanb/bcbb) - :star: 470 :fork_and_knife: 210 - Collection of useful code related to biological analysis. * [:earth_americas: Biopython](http://biopython.org/wiki/Main_Page) - Biopython is a set of freely available tools for biological computation. * [:earth_americas: cclib](http://cclib.github.io/) - A library for parsing and interpreting the results of computational chemistry packages. +* [:earth_americas: Colour](http://colour-science.org/) - Implementing a comprehensive number of colour theory transformations and algorithms. +* [:octocat: Karate Club](https://github.com/benedekrozemberczki/karateclub) - :star: 779 :fork_and_knife: 77 - Unsupervised machine learning toolbox for graph structured data. * [:earth_americas: NetworkX](https://networkx.github.io/) - A high-productivity software for complex networks. * [:earth_americas: NIPY](http://nipy.org) - A collection of neuroimaging toolkits. * [:earth_americas: NumPy](http://www.numpy.org/) - A fundamental package for scientific computing with Python. * [:earth_americas: Open Babel](http://openbabel.org/wiki/Main_Page) - A chemical toolbox designed to speak the many languages of chemical data. +* [:octocat: ObsPy](https://github.com/obspy/obspy/wiki/) - A Python toolbox for seismology. * [:earth_americas: PyDy](http://www.pydy.org/) - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion. -* [:octocat: PyMC](https://github.com/pymc-devs/pymc3) - :star: 5065 :fork_and_knife: 1239 - Markov Chain Monte Carlo sampling toolkit. +* [:octocat: PyMC](https://github.com/pymc-devs/pymc3) - :star: 5072 :fork_and_knife: 1240 - Markov Chain Monte Carlo sampling toolkit. +* [:earth_americas: QuTiP](http://qutip.org/) - Quantum Toolbox in Python. * [:earth_americas: RDKit](http://www.rdkit.org/) - Cheminformatics and Machine Learning Software. -* [:earth_americas: SciPy](http://www.scipy.org/) - A Python-based ecosystem of open-source software for mathematics, science, and engineering. -* [:octocat: statsmodels](https://github.com/statsmodels/statsmodels) - :star: 5195 :fork_and_knife: 1964 - Statistical modeling and econometrics in Python. -* [:octocat: SymPy](https://github.com/sympy/sympy) - :star: 7043 :fork_and_knife: 3037 - A Python library for symbolic mathematics. -* [:octocat: Zipline](https://github.com/quantopian/zipline) - :star: 11308 :fork_and_knife: 3293 - A Pythonic algorithmic trading library. +* [:earth_americas: SciPy](https://www.scipy.org/) - A Python-based ecosystem of open-source software for mathematics, science, and engineering. +* [:octocat: statsmodels](https://github.com/statsmodels/statsmodels) - :star: 5207 :fork_and_knife: 1962 - Statistical modeling and econometrics in Python. +* [:octocat: SymPy](https://github.com/sympy/sympy) - :star: 7054 :fork_and_knife: 3037 - A Python library for symbolic mathematics. +* [:octocat: Zipline](https://github.com/quantopian/zipline) - :star: 11325 :fork_and_knife: 3299 - A Pythonic algorithmic trading library. +* [:earth_americas: SimPy](https://bitbucket.org/simpy/simpy) - A process-based discrete-event simulation framework. ## Search *Libraries and software for indexing and performing search queries on data.* -* [:octocat: django-haystack](https://github.com/django-haystack/django-haystack) - :star: 2979 :fork_and_knife: 1202 - Modular search for Django. -* [:octocat: elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - :star: 2916 :fork_and_knife: 632 - The official high-level Python client for Elasticsearch. * [:earth_americas: elasticsearch-py](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/index.html) - The official low-level Python client for [Elasticsearch](https://www.elastic.co/products/elasticsearch). -* [:octocat: esengine](https://github.com/catholabs/esengine) - :star: 103 :fork_and_knife: 16 - ElasticSearch ODM (Object Document Mapper) for Python. -* [:octocat: solrpy](https://github.com/edsu/solrpy) - :star: 36 :fork_and_knife: 17 - A Python client for [solr](http://lucene.apache.org/solr/). -* [:earth_americas: Whoosh](http://whoosh.readthedocs.io/) - A fast, pure Python search engine library. +* [:octocat: elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - :star: 2917 :fork_and_knife: 632 - The official high-level Python client for Elasticsearch. +* [:octocat: django-haystack](https://github.com/django-haystack/django-haystack) - :star: 2980 :fork_and_knife: 1201 - Modular search for Django. +* [:octocat: pysolr](https://github.com/django-haystack/pysolr) - :star: 550 :fork_and_knife: 300 - A lightweight Python wrapper for [Apache Solr](https://lucene.apache.org/solr/). +* [:earth_americas: whoosh](http://whoosh.readthedocs.io/en/latest/) - A fast, pure Python search engine library. ## Serialization *Libraries for serializing complex data types* -* [:octocat: marshmallow](https://github.com/marshmallow-code/marshmallow) - :star: 4751 :fork_and_knife: 501 - marshmallow is an ORM/ODM/framework-agnostic library for converting complex datatypes, such as objects, to and from native Python datatypes. +* [:octocat: marshmallow](https://github.com/marshmallow-code/marshmallow) - :star: 4760 :fork_and_knife: 501 - A lightweight library for converting complex objects to and from simple Python datatypes. +* [:octocat: pysimdjson](https://github.com/TkTech/pysimdjson) - :star: 270 :fork_and_knife: 20 - A Python bindings for [simdjson](https://github.com/lemire/simdjson). +* [:octocat: python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) - :star: 383 :fork_and_knife: 31 - A Python wrapper around [RapidJSON](https://github.com/Tencent/rapidjson). +* [:octocat: ultrajson](https://github.com/esnme/ultrajson) - :star: 2848 :fork_and_knife: 287 - A fast JSON decoder and encoder written in C with Python bindings. ## Serverless Frameworks *Frameworks for developing serverless Python code.* -* [:octocat: apex](https://github.com/apex/apex) - :star: 8026 :fork_and_knife: 588 - Build, deploy, and manage [AWS Lambda](https://aws.amazon.com/lambda/) functions with ease. -* [:octocat: python-lambda](https://github.com/nficano/python-lambda) - :star: 1136 :fork_and_knife: 198 - A toolkit for developing and deploying Python code in AWS Lambda. -* [:octocat: Zappa](https://github.com/Miserlou/Zappa) - :star: 10686 :fork_and_knife: 1164 - A tool for deploying WSGI applications on AWS Lambda and API Gateway. +* [:octocat: python-lambda](https://github.com/nficano/python-lambda) - :star: 1137 :fork_and_knife: 198 - A toolkit for developing and deploying Python code in AWS Lambda. +* [:octocat: Zappa](https://github.com/Miserlou/Zappa) - :star: 10694 :fork_and_knife: 1167 - A tool for deploying WSGI applications on AWS Lambda and API Gateway. ## Specific Formats Processing *Libraries for parsing and manipulating specific text formats.* * General - * [:octocat: tablib](https://github.com/kennethreitz/tablib) - :star: 3706 :fork_and_knife: 544 - A module for Tabular Datasets in XLS, CSV, JSON, YAML. + * [:octocat: tablib](https://github.com/jazzband/tablib) - :star: 3708 :fork_and_knife: 545 - A module for Tabular Datasets in XLS, CSV, JSON, YAML. * Office - * [:octocat: Marmir](https://github.com/brianray/mm) - :star: 158 :fork_and_knife: 21 - Takes Python data structures and turns them into spreadsheets. - * [:earth_americas: openpyxl](https://openpyxl.readthedocs.io/) - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files. - * [:octocat: pyexcel](https://github.com/pyexcel/pyexcel) - :star: 808 :fork_and_knife: 128 - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files. - * [:octocat: python-docx](https://github.com/python-openxml/python-docx) - :star: 2222 :fork_and_knife: 641 - Reads, queries and modifies Microsoft Word 2007/2008 docx files. - * [:earth_americas: relatorio](http://relatorio.tryton.org/) - Templating OpenDocument files. - * [:octocat: unoconv](https://github.com/dagwieers/unoconv) - :star: 1878 :fork_and_knife: 362 - Convert between any document format supported by LibreOffice/OpenOffice. - * [:earth_americas: XlsxWriter](https://xlsxwriter.readthedocs.io) - A Python module for creating Excel .xlsx files. - * [:earth_americas: xlwings](http://xlwings.org/) - A BSD-licensed library that makes it easy to call Python from Excel and vice versa. - * [:octocat: xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - :star: 950 :fork_and_knife: 269 - Writing and reading data and formatting information from Excel files. + * [:earth_americas: openpyxl](https://openpyxl.readthedocs.io/en/stable/) - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files. + * [:octocat: pyexcel](https://github.com/pyexcel/pyexcel) - :star: 809 :fork_and_knife: 128 - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files. + * [:octocat: python-docx](https://github.com/python-openxml/python-docx) - :star: 2222 :fork_and_knife: 642 - Reads, queries and modifies Microsoft Word 2007/2008 docx files. + * [:octocat: python-pptx](https://github.com/scanny/python-pptx) - :star: 1062 :fork_and_knife: 272 - Python library for creating and updating PowerPoint (.pptx) files. + * [:octocat: unoconv](https://github.com/unoconv/unoconv) - :star: 1881 :fork_and_knife: 363 - Convert between any document format supported by LibreOffice/OpenOffice. + * [:octocat: XlsxWriter](https://github.com/jmcnamara/XlsxWriter) - :star: 2266 :fork_and_knife: 473 - A Python module for creating Excel .xlsx files. + * [:octocat: xlwings](https://github.com/ZoomerAnalytics/xlwings) - :star: 1722 :fork_and_knife: 330 - A BSD-licensed library that makes it easy to call Python from Excel and vice versa. + * [:octocat: xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - :star: 952 :fork_and_knife: 270 - Writing and reading data and formatting information from Excel files. * PDF - * [:octocat: PDFMiner](https://github.com/euske/pdfminer) - :star: 4273 :fork_and_knife: 999 - A tool for extracting information from PDF documents. - * [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - :star: 3170 :fork_and_knife: 807 - A library capable of splitting, merging and transforming PDF pages. - * [:earth_americas: ReportLab](http://www.reportlab.com/opensource/) - Allowing Rapid creation of rich PDF documents. + * [:octocat: PDFMiner](https://github.com/euske/pdfminer) - :star: 4278 :fork_and_knife: 1000 - A tool for extracting information from PDF documents. + * [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - :star: 3177 :fork_and_knife: 809 - A library capable of splitting, merging and transforming PDF pages. + * [:earth_americas: ReportLab](https://www.reportlab.com/opensource/) - Allowing Rapid creation of rich PDF documents. * Markdown - * [:octocat: Mistune](https://github.com/lepture/mistune) - :star: 1784 :fork_and_knife: 181 - Fastest and full featured pure Python parsers of Markdown. - * [:octocat: Python-Markdown](https://github.com/waylan/Python-Markdown) - :star: 2164 :fork_and_knife: 517 - A Python implementation of John Gruber’s Markdown. + * [:octocat: Mistune](https://github.com/lepture/mistune) - :star: 1786 :fork_and_knife: 182 - Fastest and full featured pure Python parsers of Markdown. + * [:octocat: Python-Markdown](https://github.com/waylan/Python-Markdown) - :star: 2166 :fork_and_knife: 520 - A Python implementation of John Gruber’s Markdown. * YAML * [:earth_americas: PyYAML](http://pyyaml.org/) - YAML implementations for Python. * CSV - * [:octocat: csvkit](https://github.com/wireservice/csvkit) - :star: 4277 :fork_and_knife: 527 - Utilities for converting to and working with CSV. + * [:octocat: csvkit](https://github.com/wireservice/csvkit) - :star: 4282 :fork_and_knife: 528 - Utilities for converting to and working with CSV. * Archive * [:octocat: unp](https://github.com/mitsuhiko/unp) - :star: 363 :fork_and_knife: 62 - A command line tool that can unpack archives easily. @@ -986,25 +1060,32 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Static site generator is a software that takes some text + templates as input and produces HTML files on the output.* -* [:octocat: Cactus](https://github.com/koenbok/Cactus/) - :star: 3353 :fork_and_knife: 316 - Static site generator for designers. -* [:earth_americas: Hyde](http://hyde.github.io/) - Jinja2-based static web site generator. -* [:earth_americas: Lektor](https://www.getlektor.com/) - An easy to use static CMS and blog engine. -* [:earth_americas: Nikola](https://www.getnikola.com/) - A static website and blog generator. -* [:earth_americas: Pelican](http://blog.getpelican.com/) - Uses Markdown or ReST for content and Jinja 2 for themes. Supports DVCS, Disqus. AGPL. -* [:earth_americas: Tinkerer](http://tinkerer.me/) - Tinkerer is a blogging engine/.static website generator powered by Sphinx. +* [:octocat: mkdocs](https://github.com/mkdocs/mkdocs/) - :star: 10198 :fork_and_knife: 1508 - Markdown friendly documentation generator. +* [:octocat: pelican](https://github.com/getpelican/pelican) - :star: 9695 :fork_and_knife: 1643 - Static site generator that supports Markdown and reST syntax. +* [:octocat: lektor](https://github.com/lektor/lektor) - :star: 3294 :fork_and_knife: 262 - An easy to use static CMS and blog engine. +* [:octocat: nikola](https://github.com/getnikola/nikola) - :star: 1896 :fork_and_knife: 378 - A static website and blog generator. ## Tagging *Libraries for tagging items.* -* [:octocat: django-taggit](https://github.com/alex/django-taggit) - :star: 2404 :fork_and_knife: 540 - Simple tagging for Django. +* [:octocat: django-taggit](https://github.com/jazzband/django-taggit) - :star: 2404 :fork_and_knife: 541 - Simple tagging for Django. + +## Task Queues + +*Libraries for working with task queues.* + +* [:earth_americas: celery](http://www.celeryproject.org/) - An asynchronous task queue/job queue based on distributed message passing. +* [:octocat: huey](https://github.com/coleifer/huey) - :star: 3001 :fork_and_knife: 273 - Little multi-threaded task queue. +* [:octocat: mrq](https://github.com/pricingassistant/mrq) - :star: 808 :fork_and_knife: 108 - A distributed worker task queue in Python using Redis & gevent. +* [:octocat: rq](https://github.com/rq/rq) - :star: 7061 :fork_and_knife: 1141 - Simple job queues for Python. ## Template Engine *Libraries and tools for templating and lexing.* +* [:octocat: Jinja2](https://github.com/pallets/jinja) - :star: 7094 :fork_and_knife: 1312 - A modern and designer friendly templating language. * [:earth_americas: Genshi](https://genshi.edgewall.org/) - Python templating toolkit for generation of web-aware output. -* [:octocat: Jinja2](https://github.com/pallets/jinja) - :star: 7091 :fork_and_knife: 1311 - A modern and designer friendly templating language. * [:earth_americas: Mako](http://www.makotemplates.org/) - Hyperfast and lightweight templating for the Python platform. ## Testing @@ -1012,244 +1093,217 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for testing codebases and generating test data.* * Testing Frameworks - * [:octocat: hypothesis](https://github.com/HypothesisWorks/hypothesis-python) - :star: 4388 :fork_and_knife: 407 - Hypothesis is an advanced Quickcheck style property based testing library. - * [:earth_americas: mamba](http://nestorsalceda.github.io/mamba/) - The definitive testing tool for Python. Born under the banner of BDD. - * [:octocat: nose](https://github.com/nose-devs/nose) - :star: 1311 :fork_and_knife: 361 - A nicer unittest for Python. - * [:octocat: nose2](https://github.com/nose-devs/nose2) - :star: 629 :fork_and_knife: 130 - The successor to nose, based on unittest2. - * [:earth_americas: pytest](http://pytest.org/latest/) - A mature full-featured Python testing tool. - * [:octocat: Robot Framework](https://github.com/robotframework/robotframework) - :star: 4680 :fork_and_knife: 1423 - A generic test automation framework. - * [:earth_americas: unittest](https://docs.python.org/2/library/unittest.html) - (Python standard library) Unit testing framework. + * [:earth_americas: pytest](https://docs.pytest.org/en/latest/) - A mature full-featured Python testing tool. + * [:octocat: hypothesis](https://github.com/HypothesisWorks/hypothesis) - :star: 4393 :fork_and_knife: 406 - Hypothesis is an advanced Quickcheck style property based testing library. + * [:octocat: nose2](https://github.com/nose-devs/nose2) - :star: 632 :fork_and_knife: 130 - The successor to `nose`, based on `unittest2. + * [:octocat: Robot Framework](https://github.com/robotframework/robotframework) - :star: 4693 :fork_and_knife: 1427 - A generic test automation framework. + * [:earth_americas: unittest](https://docs.python.org/3/library/unittest.html) - (Python standard library) Unit testing framework. * Test Runners * [:octocat: green](https://github.com/CleanCut/green) - :star: 649 :fork_and_knife: 70 - A clean, colorful test runner. - * [:earth_americas: tox](https://tox.readthedocs.io/) - Auto builds and tests distributions in multiple Python versions + * [:earth_americas: mamba](http://nestorsalceda.github.io/mamba/) - The definitive testing tool for Python. Born under the banner of BDD. + * [:earth_americas: tox](https://tox.readthedocs.io/en/latest/) - Auto builds and tests distributions in multiple Python versions * GUI / Web Testing - * [:octocat: locust](https://github.com/locustio/locust) - :star: 13033 :fork_and_knife: 1835 - Scalable user load testing tool written in Python. - * [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - :star: 3927 :fork_and_knife: 551 - PyAutoGUI is a cross-platform GUI automation Python module for human beings. - * [:earth_americas: Selenium](https://pypi.python.org/pypi/selenium) - Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver. + * [:octocat: locust](https://github.com/locustio/locust) - :star: 13065 :fork_and_knife: 1839 - Scalable user load testing tool written in Python. + * [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - :star: 3944 :fork_and_knife: 554 - PyAutoGUI is a cross-platform GUI automation Python module for human beings. + * [:earth_americas: Selenium](https://pypi.org/project/selenium/) - Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver. * [:octocat: sixpack](https://github.com/seatgeek/sixpack) - :star: 1631 :fork_and_knife: 187 - A language-agnostic A/B Testing framework. - * [:octocat: splinter](https://github.com/cobrateam/splinter) - :star: 2220 :fork_and_knife: 464 - Open source tool for testing web applications. + * [:octocat: splinter](https://github.com/cobrateam/splinter) - :star: 2221 :fork_and_knife: 464 - Open source tool for testing web applications. * Mock - * [:earth_americas: doublex](https://pypi.python.org/pypi/doublex) - Powerful test doubles framework for Python. - * [:octocat: freezegun](https://github.com/spulec/freezegun) - :star: 2431 :fork_and_knife: 180 - Travel through time by mocking the datetime module. - * [:octocat: httmock](https://github.com/patrys/httmock) - :star: 406 :fork_and_knife: 48 - A mocking library for requests for Python 2.6+ and 3.2+. - * [:octocat: httpretty](https://github.com/gabrielfalcao/HTTPretty) - :star: 1794 :fork_and_knife: 241 - HTTP request mock tool for Python. * [:earth_americas: mock](https://docs.python.org/3/library/unittest.mock.html) - (Python standard library) A mocking and patching library. - * [:octocat: responses](https://github.com/getsentry/responses) - :star: 2795 :fork_and_knife: 233 - A utility library for mocking out the requests Python library. - * [:octocat: VCR.py](https://github.com/kevin1024/vcrpy) - :star: 1705 :fork_and_knife: 242 - Record and replay HTTP interactions on your tests. + * [:earth_americas: doublex](https://pypi.org/project/doublex/) - Powerful test doubles framework for Python. + * [:octocat: freezegun](https://github.com/spulec/freezegun) - :star: 2439 :fork_and_knife: 180 - Travel through time by mocking the datetime module. + * [:octocat: httmock](https://github.com/patrys/httmock) - :star: 406 :fork_and_knife: 48 - A mocking library for requests for Python 2.6+ and 3.2+. + * [:octocat: httpretty](https://github.com/gabrielfalcao/HTTPretty) - :star: 1795 :fork_and_knife: 242 - HTTP request mock tool for Python. + * [:octocat: mocket](https://github.com/mindflayer/python-mocket) - :star: 184 :fork_and_knife: 27 - A socket mock framework with gevent/asyncio/SSL support. + * [:octocat: responses](https://github.com/getsentry/responses) - :star: 2798 :fork_and_knife: 233 - A utility library for mocking out the requests Python library. + * [:octocat: VCR.py](https://github.com/kevin1024/vcrpy) - :star: 1707 :fork_and_knife: 242 - Record and replay HTTP interactions on your tests. * Object Factories - * [:octocat: factory_boy](https://github.com/rbarrois/factory_boy) - :star: 2186 :fork_and_knife: 283 - A test fixtures replacement for Python. - * [:octocat: mixer](https://github.com/klen/mixer) - :star: 688 :fork_and_knife: 70 - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc. + * [:octocat: factory_boy](https://github.com/FactoryBoy/factory_boy) - :star: 2188 :fork_and_knife: 283 - A test fixtures replacement for Python. + * [:octocat: mixer](https://github.com/klen/mixer) - :star: 689 :fork_and_knife: 70 - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc. * [:octocat: model_mommy](https://github.com/vandersonmota/model_mommy) - :star: 939 :fork_and_knife: 159 - Creating random fixtures for testing in Django. * Code Coverage - * [:earth_americas: coverage](https://pypi.python.org/pypi/coverage) - Code coverage measurement. + * [:earth_americas: coverage](https://pypi.org/project/coverage/) - Code coverage measurement. * Fake Data - * [:octocat: church](https://github.com/lk-geimfari/church) - :star: 2842 :fork_and_knife: 248 - is a Python library that help you generate fake data. + * [:octocat: mimesis](https://github.com/lk-geimfari/mimesis) - :star: 2848 :fork_and_knife: 248 - is a Python library that help you generate fake data. * [:octocat: fake2db](https://github.com/emirozer/fake2db) - :star: 2012 :fork_and_knife: 110 - Fake database generator. - * [:octocat: faker](https://github.com/joke2k/faker) - :star: 9945 :fork_and_knife: 1161 - A Python package that generates fake data. - * [:earth_americas: radar](https://pypi.python.org/pypi/radar) - Generate random datetime / time. -* Error Handler - * [:octocat: FuckIt.py](https://github.com/ajalt/fuckitpy) - :star: 3730 :fork_and_knife: 145 - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not. - + * [:octocat: faker](https://github.com/joke2k/faker) - :star: 9964 :fork_and_knife: 1165 - A Python package that generates fake data. + * [:earth_americas: radar](https://pypi.org/project/radar/) - Generate random datetime / time. ## Text Processing *Libraries for parsing and manipulating plain texts.* * General - * [:octocat: chardet](https://github.com/chardet/chardet) - :star: 1323 :fork_and_knife: 186 - Python 2/3 compatible character encoding detector. - * [:earth_americas: difflib](https://docs.python.org/2/library/difflib.html) - (Python standard library) Helpers for computing deltas. + * [:octocat: chardet](https://github.com/chardet/chardet) - :star: 1326 :fork_and_knife: 186 - Python 2/3 compatible character encoding detector. + * [:earth_americas: difflib](https://docs.python.org/3/library/difflib.html) - (Python standard library) Helpers for computing deltas. * [:octocat: ftfy](https://github.com/LuminosoInsight/python-ftfy) - :star: 2712 :fork_and_knife: 93 - Makes Unicode text less broken and more consistent automagically. - * [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - :star: 6967 :fork_and_knife: 745 - Fuzzy String Matching. + * [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - :star: 6978 :fork_and_knife: 745 - Fuzzy String Matching. * [:octocat: Levenshtein](https://github.com/ztane/python-Levenshtein/) - :star: 817 :fork_and_knife: 117 - Fast computation of Levenshtein distance and string similarity. - * [:octocat: pangu.py](https://github.com/vinta/pangu.py) - :star: 146 :fork_and_knife: 21 - Spacing texts for CJK and alphanumerics. - * [:octocat: pyfiglet](https://github.com/pwaller/pyfiglet) - :star: 653 :fork_and_knife: 67 - An implementation of figlet written in Python. - * [:octocat: shortuuid](https://github.com/stochastic-technologies/shortuuid) - :star: 1285 :fork_and_knife: 84 - A generator library for concise, unambiguous and URL-safe UUIDs. - * [:earth_americas: unidecode](https://pypi.python.org/pypi/Unidecode) - ASCII transliterations of Unicode text. - * [:octocat: uniout](https://github.com/moskytw/uniout) - :star: 156 :fork_and_knife: 18 - Print readable chars instead of the escaped string. - * [:octocat: xpinyin](https://github.com/lxneng/xpinyin) - :star: 679 :fork_and_knife: 157 - A library to translate Chinese hanzi (??) to pinyin (??). + * [:octocat: pangu.py](https://github.com/vinta/pangu.py) - :star: 146 :fork_and_knife: 21 - Paranoid text spacing. + * [:octocat: pyfiglet](https://github.com/pwaller/pyfiglet) - :star: 657 :fork_and_knife: 67 - An implementation of figlet written in Python. + * [:octocat: pypinyin](https://github.com/mozillazg/python-pinyin) - :star: 2633 :fork_and_knife: 428 - Convert Chinese hanzi (漢字) to pinyin (拼音). + * [:octocat: textdistance](https://github.com/orsinium/textdistance) - :star: 1689 :fork_and_knife: 151 - Compute distance between sequences with 30+ algorithms. + * [:earth_americas: unidecode](https://pypi.org/project/Unidecode/) - ASCII transliterations of Unicode text. * Slugify - * [:octocat: awesome-slugify](https://github.com/dimka665/awesome-slugify) - :star: 443 :fork_and_knife: 36 - A Python slugify library that can preserve unicode. - * [:octocat: python-slugify](https://github.com/un33k/python-slugify) - :star: 855 :fork_and_knife: 76 - A Python slugify library that translates unicode to ASCII. + * [:octocat: awesome-slugify](https://github.com/dimka665/awesome-slugify) - :star: 444 :fork_and_knife: 37 - A Python slugify library that can preserve unicode. + * [:octocat: python-slugify](https://github.com/un33k/python-slugify) - :star: 855 :fork_and_knife: 75 - A Python slugify library that translates unicode to ASCII. * [:octocat: unicode-slugify](https://github.com/mozilla/unicode-slugify) - :star: 293 :fork_and_knife: 53 - A slugifier that generates unicode slugs with Django as a dependency. +* Unique identifiers + * [:octocat: hashids](https://github.com/davidaurelio/hashids-python) - :star: 1076 :fork_and_knife: 82 - Implementation of [hashids](http://hashids.org) in Python. + * [:octocat: shortuuid](https://github.com/skorokithakis/shortuuid) - :star: 1287 :fork_and_knife: 83 - A generator library for concise, unambiguous and URL-safe UUIDs. * Parser - * [:octocat: phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - :star: 2472 :fork_and_knife: 301 - Parsing, formatting, storing and validating international phone numbers. - * [:earth_americas: PLY](http://www.dabeaz.com/ply/) - Implementation of lex and yacc parsing tools for Python - * [:earth_americas: Pygments](http://pygments.org/) - A generic syntax highlighter. - * [:earth_americas: pyparsing](http://pyparsing.wikispaces.com/) - A general purpose framework for generating parsers. - * [:octocat: python-nameparser](https://github.com/derek73/python-nameparser) - :star: 409 :fork_and_knife: 71 - Parsing human names into their individual components. - * [:octocat: python-user-agents](https://github.com/selwin/python-user-agents) - :star: 1034 :fork_and_knife: 173 - Browser user agent parser. - * [:octocat: sqlparse](https://github.com/andialbrecht/sqlparse) - :star: 2077 :fork_and_knife: 434 - A non-validating SQL parser. + * [:octocat: ply](https://github.com/dabeaz/ply) - :star: 1659 :fork_and_knife: 287 - Implementation of lex and yacc parsing tools for Python. + * [:earth_americas: pygments](http://pygments.org/) - A generic syntax highlighter. + * [:octocat: pyparsing](https://github.com/pyparsing/pyparsing) - :star: 752 :fork_and_knife: 127 - A general purpose framework for generating parsers. + * [:octocat: python-nameparser](https://github.com/derek73/python-nameparser) - :star: 410 :fork_and_knife: 71 - Parsing human names into their individual components. + * [:octocat: python-phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - :star: 2474 :fork_and_knife: 302 - Parsing, formatting, storing and validating international phone numbers. + * [:octocat: python-user-agents](https://github.com/selwin/python-user-agents) - :star: 1036 :fork_and_knife: 173 - Browser user agent parser. + * [:octocat: sqlparse](https://github.com/andialbrecht/sqlparse) - :star: 2082 :fork_and_knife: 434 - A non-validating SQL parser. ## Third-party APIs -*Libraries for accessing third party services APIs. See: [List of Python API Wrappers and Libraries](https://github.com/realpython/list-of-python-api-wrappers).* +*Libraries for accessing third party services APIs. Also see [List of Python API Wrappers and Libraries](https://github.com/realpython/list-of-python-api-wrappers).* * [:earth_americas: apache-libcloud](https://libcloud.apache.org/) - One Python library for all clouds. -* [:octocat: boto3](https://github.com/boto/boto3) - :star: 5504 :fork_and_knife: 1180 - Python interface to Amazon Web Services. -* [:octocat: django-wordpress](https://github.com/sunlightlabs/django-wordpress/) - :star: 309 :fork_and_knife: 78 - WordPress models and views for Django. -* [:octocat: facebook-sdk](https://github.com/mobolic/facebook-sdk) - :star: 2517 :fork_and_knife: 918 - Facebook Platform Python SDK. -* [:octocat: facepy](https://github.com/jgorset/facepy) - :star: 829 :fork_and_knife: 202 - Facepy makes it really easy to interact with Facebook's Graph API -* [:octocat: gmail](https://github.com/charlierguo/gmail) - :star: 1607 :fork_and_knife: 341 - A Pythonic interface for Gmail. -* [:octocat: google-api-python-client](https://github.com/google/google-api-python-client) - :star: 3754 :fork_and_knife: 1616 - Google APIs Client Library for Python. -* [:octocat: gspread](https://github.com/burnash/gspread) - :star: 4729 :fork_and_knife: 728 - Google Spreadsheets Python API. -* [:octocat: twython](https://github.com/ryanmcgrath/twython) - :star: 1710 :fork_and_knife: 393 - A Python wrapper for the Twitter API. +* [:octocat: boto3](https://github.com/boto/boto3) - :star: 5508 :fork_and_knife: 1181 - Python interface to Amazon Web Services. +* [:octocat: django-wordpress](https://github.com/istrategylabs/django-wordpress) - :star: 309 :fork_and_knife: 79 - WordPress models and views for Django. +* [:octocat: facebook-sdk](https://github.com/mobolic/facebook-sdk) - :star: 2516 :fork_and_knife: 918 - Facebook Platform Python SDK. +* [:octocat: google-api-python-client](https://github.com/google/google-api-python-client) - :star: 3763 :fork_and_knife: 1621 - Google APIs Client Library for Python. +* [:octocat: gspread](https://github.com/burnash/gspread) - :star: 4737 :fork_and_knife: 728 - Google Spreadsheets Python API. +* [:octocat: twython](https://github.com/ryanmcgrath/twython) - :star: 1710 :fork_and_knife: 394 - A Python wrapper for the Twitter API. ## URL Manipulation *Libraries for parsing URLs.* -* [:octocat: furl](https://github.com/gruns/furl) - :star: 1832 :fork_and_knife: 111 - A small Python library that makes manipulating URLs simple. +* [:octocat: furl](https://github.com/gruns/furl) - :star: 1833 :fork_and_knife: 111 - A small Python library that makes parsing and manipulating URLs easy. * [:octocat: purl](https://github.com/codeinthehole/purl) - :star: 246 :fork_and_knife: 31 - A simple, immutable URL class with a clean API for interrogation and manipulation. * [:octocat: pyshorteners](https://github.com/ellisonleao/pyshorteners) - :star: 258 :fork_and_knife: 47 - A pure Python URL shortening lib. -* [:octocat: short_url](https://github.com/Alir3z4/python-short_url) - :star: 141 :fork_and_knife: 28 - Python implementation for generating Tiny URL and bit.ly-like URLs. -* [:octocat: webargs](https://github.com/sloria/webargs) - :star: 1026 :fork_and_knife: 135 - A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, and Pyramid. +* [:octocat: webargs](https://github.com/marshmallow-code/webargs) - :star: 1026 :fork_and_knife: 135 - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks. ## Video *Libraries for manipulating video and GIFs.* -* [:earth_americas: moviepy](http://zulko.github.io/moviepy/) - A module for script-based movie editing with many formats, including animated GIFs. +* [:octocat: vidgear](https://github.com/abhiTronix/vidgear) - :star: 1230 :fork_and_knife: 89 - Most Powerful multi-threaded Video Processing framework. +* [:earth_americas: moviepy](https://zulko.github.io/moviepy/) - A module for script-based movie editing with many formats, including animated GIFs. * [:octocat: scikit-video](https://github.com/aizvorski/scikit-video) - :star: 100 :fork_and_knife: 22 - Video processing routines for SciPy. -## WSGI Servers +## Web Asset Management -*WSGI-compatible web servers.* +*Tools for managing, compressing and minifying website assets.* -* [:earth_americas: bjoern](https://pypi.python.org/pypi/bjoern) - Asynchronous, very fast and written in C. -* [:earth_americas: fapws3](http://www.fapws.org/) - Asynchronous (network side only), written in C. -* [:earth_americas: gunicorn](https://pypi.python.org/pypi/gunicorn) - Pre-forked, partly written in C. -* [:earth_americas: meinheld](https://pypi.python.org/pypi/meinheld) - Asynchronous, partly written in C. -* [:octocat: netius](https://github.com/hivesolutions/netius) - :star: 111 :fork_and_knife: 4 - Asynchronous, very fast. -* [:earth_americas: paste](http://pythonpaste.org/) - Multi-threaded, stable, tried and tested. -* [:earth_americas: rocket](https://pypi.python.org/pypi/rocket) - Multi-threaded. -* [:earth_americas: uWSGI](https://uwsgi-docs.readthedocs.io/) - A project aims at developing a full stack for building hosting services, written in C. -* [:earth_americas: waitress](https://waitress.readthedocs.io/) - Multi-threaded, powers Pyramid. -* [:earth_americas: Werkzeug](http://werkzeug.pocoo.org/) - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects. +* [:octocat: django-compressor](https://github.com/django-compressor/django-compressor) - :star: 2339 :fork_and_knife: 556 - Compresses linked and inline JavaScript or CSS into a single cached file. +* [:octocat: django-pipeline](https://github.com/jazzband/django-pipeline) - :star: 1370 :fork_and_knife: 341 - An asset packaging library for Django. +* [:octocat: django-storages](https://github.com/jschneier/django-storages) - :star: 1603 :fork_and_knife: 625 - A collection of custom storage back ends for Django. +* [:earth_americas: fanstatic](http://www.fanstatic.org/en/latest/) - Packages, optimizes, and serves static file dependencies as Python packages. +* [:earth_americas: fileconveyor](http://wimleers.com/fileconveyor) - A daemon to detect and sync files to CDNs, S3 and FTP. +* [:octocat: flask-assets](https://github.com/miracle2k/flask-assets) - :star: 401 :fork_and_knife: 88 - Helps you integrate webassets into your Flask app. +* [:octocat: webassets](https://github.com/miracle2k/webassets) - :star: 884 :fork_and_knife: 253 - Bundles, optimizes, and manages unique cache-busting URLs for static resources. ## Web Content Extracting *Libraries for extracting web contents.* -* [:octocat: Haul](https://github.com/vinta/Haul) - :star: 140 :fork_and_knife: 34 - An Extensible Image Crawler. -* [:octocat: html2text](https://github.com/Alir3z4/html2text) - :star: 929 :fork_and_knife: 168 - Convert HTML to Markdown-formatted text. -* [:octocat: lassie](https://github.com/michaelhelmick/lassie) - :star: 501 :fork_and_knife: 38 - Web Content Retrieval for Humans. +* [:octocat: html2text](https://github.com/Alir3z4/html2text) - :star: 930 :fork_and_knife: 169 - Convert HTML to Markdown-formatted text. +* [:octocat: lassie](https://github.com/michaelhelmick/lassie) - :star: 501 :fork_and_knife: 39 - Web Content Retrieval for Humans. * [:octocat: micawber](https://github.com/coleifer/micawber) - :star: 493 :fork_and_knife: 71 - A small library for extracting rich content from URLs. -* [:octocat: newspaper](https://github.com/codelucas/newspaper) - :star: 9690 :fork_and_knife: 1613 - News extraction, article extraction and content curation in Python. -* [:octocat: opengraph](https://github.com/erikriver/opengraph) - :star: 171 :fork_and_knife: 76 - A Python module to parse the Open Graph Protocol -* [:octocat: python-goose](https://github.com/grangier/python-goose) - :star: 3560 :fork_and_knife: 753 - HTML Content/Article Extractor. -* [:octocat: python-readability](https://github.com/buriy/python-readability) - :star: 1822 :fork_and_knife: 307 - Fast Python port of arc90's readability tool. -* [:octocat: sanitize](https://github.com/Alir3z4/python-sanitize) - :star: 61 :fork_and_knife: 6 - Bringing sanity to world of messed-up data. -* [:octocat: sumy](https://github.com/miso-belica/sumy) - :star: 2279 :fork_and_knife: 412 - A module for automatic summarization of text documents and HTML pages. -* [:octocat: textract](https://github.com/deanmalmgren/textract) - :star: 2817 :fork_and_knife: 396 - Extract text from any document, Word, PowerPoint, PDFs, etc. +* [:octocat: newspaper](https://github.com/codelucas/newspaper) - :star: 9702 :fork_and_knife: 1611 - News extraction, article extraction and content curation in Python. +* [:octocat: python-readability](https://github.com/buriy/python-readability) - :star: 1823 :fork_and_knife: 307 - Fast Python port of arc90's readability tool. +* [:octocat: requests-html](https://github.com/psf/requests-html) - :star: 10949 :fork_and_knife: 704 - Pythonic HTML Parsing for Humans. +* [:octocat: sumy](https://github.com/miso-belica/sumy) - :star: 2281 :fork_and_knife: 414 - A module for automatic summarization of text documents and HTML pages. +* [:octocat: textract](https://github.com/deanmalmgren/textract) - :star: 2818 :fork_and_knife: 397 - Extract text from any document, Word, PowerPoint, PDFs, etc. +* [:octocat: toapi](https://github.com/gaojiuli/toapi) - :star: 3019 :fork_and_knife: 211 - Every web site provides APIs. ## Web Crawling -*Libraries for scraping websites.* +*Libraries to automate web scraping.* -* [:octocat: cola](https://github.com/chineking/cola) - :star: 1368 :fork_and_knife: 543 - A distributed crawling framework. -* [:octocat: Demiurge](https://github.com/matiasb/demiurge) - :star: 101 :fork_and_knife: 16 - PyQuery-based scraping micro-framework. -* [:earth_americas: feedparser](http://pythonhosted.org/feedparser/) - Universal feed parser. -* [:earth_americas: Grab](http://grablib.org/) - Site scraping framework. -* [:octocat: MechanicalSoup](https://github.com/hickford/MechanicalSoup) - :star: 3500 :fork_and_knife: 311 - A Python library for automating interaction with websites. -* [:octocat: portia](https://github.com/scrapinghub/portia) - :star: 7760 :fork_and_knife: 1255 - Visual scraping for Scrapy. -* [:octocat: pyspider](https://github.com/binux/pyspider) - :star: 14369 :fork_and_knife: 3498 - A powerful spider system. -* [:octocat: RoboBrowser](https://github.com/jmcarp/robobrowser) - :star: 3452 :fork_and_knife: 315 - A simple, Pythonic library for browsing the web without a standalone web browser. -* [:earth_americas: Scrapy](http://scrapy.org/) - A fast high-level screen scraping and web crawling framework. +* [:octocat: cola](https://github.com/chineking/cola) - :star: 1368 :fork_and_knife: 542 - A distributed crawling framework. +* [:earth_americas: feedparser](https://pythonhosted.org/feedparser/) - Universal feed parser. +* [:octocat: grab](https://github.com/lorien/grab) - :star: 1942 :fork_and_knife: 243 - Site scraping framework. +* [:octocat: MechanicalSoup](https://github.com/MechanicalSoup/MechanicalSoup) - :star: 3500 :fork_and_knife: 310 - A Python library for automating interaction with websites. +* [:octocat: pyspider](https://github.com/binux/pyspider) - :star: 14377 :fork_and_knife: 3497 - A powerful spider system. +* [:octocat: robobrowser](https://github.com/jmcarp/robobrowser) - :star: 3453 :fork_and_knife: 316 - A simple, Pythonic library for browsing the web without a standalone web browser. +* [:earth_americas: scrapy](https://scrapy.org/) - A fast high-level screen scraping and web crawling framework. +* [:octocat: portia](https://github.com/scrapinghub/portia) - :star: 7763 :fork_and_knife: 1257 - Visual scraping for Scrapy. ## Web Frameworks -*Full stack web frameworks.* +*Traditional full stack web frameworks. Also see [RESTful API](https://github.com/vinta/awesome-python#restful-api).* -* [:earth_americas: Bottle](http://bottlepy.org/docs/dev/index.html) - A fast, simple and lightweight WSGI micro web-framework. -* [:earth_americas: CherryPy](http://www.cherrypy.org/) - A minimalist Python web framework, HTTP/1.1-compliant and WSGI thread-pooled. -* [:earth_americas: Django](https://www.djangoproject.com/) - The most popular web framework in Python. -* [:earth_americas: Flask](http://flask.pocoo.org/) - A microframework for Python. - * [:octocat: awesome-flask](https://github.com/humiaozuzu/awesome-flask) - :star: 8827 :fork_and_knife: 1329 -* [:earth_americas: Pyramid](http://www.pylonsproject.org/) - A small, fast, down-to-earth, open source Python web framework. - * [:octocat: awesome-pyramid](https://github.com/uralbash/awesome-pyramid) - :star: 486 :fork_and_knife: 55 -* [:earth_americas: Tornado](http://www.tornadoweb.org/en/latest/) - A Web framework and asynchronous networking library. -* [:earth_americas: TurboGears](http://www.turbogears.org/) - A microframework that can scale up to a full stack solution. +* Synchronous + * [:earth_americas: Django](https://www.djangoproject.com/) - The most popular web framework in Python. + * [:octocat: awesome-django](https://github.com/wsvincent/awesome-django) - :star: 2211 :fork_and_knife: 442 + * [:octocat: awesome-django](https://github.com/shahraizali/awesome-django) - :star: 378 :fork_and_knife: 69 + * [:earth_americas: Flask](http://flask.pocoo.org/) - A microframework for Python. + * [:octocat: awesome-flask](https://github.com/humiaozuzu/awesome-flask) - :star: 8836 :fork_and_knife: 1333 + * [:earth_americas: Pyramid](https://pylonsproject.org/) - A small, fast, down-to-earth, open source Python web framework. + * [:octocat: awesome-pyramid](https://github.com/uralbash/awesome-pyramid) - :star: 487 :fork_and_knife: 54 + * [:octocat: Masonite](https://github.com/MasoniteFramework/masonite) - :star: 1400 :fork_and_knife: 88 - The modern and developer centric Python web framework. +* Asynchronous + * [:earth_americas: Tornado](http://www.tornadoweb.org/en/latest/) - A web framework and asynchronous networking library. ## WebSocket *Libraries for working with WebSocket.* -* [:octocat: AutobahnPython](https://github.com/crossbario/autobahn-python) - :star: 2175 :fork_and_knife: 616 - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). -* [:octocat: Crossbar](https://github.com/crossbario/crossbar/) - :star: 1750 :fork_and_knife: 250 - Open-source Unified Application Router (Websocket & WAMP for Python on Autobahn). -* [:octocat: django-socketio](https://github.com/stephenmcd/django-socketio) - :star: 1253 :fork_and_knife: 243 - WebSockets for Django. -* [:octocat: WebSocket-for-Python](https://github.com/Lawouach/WebSocket-for-Python) - :star: 1069 :fork_and_knife: 275 - WebSocket client and server library for Python 2 and 3 as well as PyPy. +* [:octocat: autobahn-python](https://github.com/crossbario/autobahn-python) - :star: 2176 :fork_and_knife: 617 - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). +* [:octocat: channels](https://github.com/django/channels) - :star: 4410 :fork_and_knife: 599 - Developer-friendly asynchrony for Django. +* [:octocat: websockets](https://github.com/aaugustin/websockets) - :star: 2731 :fork_and_knife: 314 - A library for building WebSocket servers and clients with a focus on correctness and simplicity. -# Services +## WSGI Servers -Online tools and APIs to simplify development. +*WSGI-compatible web servers.* -## Continuous Integration - -*See: [awesome-CIandCD](https://github.com/ciandcd/awesome-ciandcd#online-build-system).* - -* [:earth_americas: CircleCI](https://circleci.com/) - A CI service that can run very fast parallel testing. (GitHub only) -* [:earth_americas: Travis CI](https://travis-ci.org) - A popular CI service for your open source and [private](https://travis-ci.com) projects. (GitHub only) -* [:earth_americas: Vexor CI](https://vexor.io) - A continuous integration tool for private apps with pay-per-minute billing model. -* [:earth_americas: Wercker](http://wercker.com/) - A Docker-based platform for building and deploying applications and microservices. - -## Code Quality - -* [:earth_americas: Codacy](https://www.codacy.com/) - Automated Code Review to ship better code, faster. Free for Open Source. -* [:earth_americas: Codecov](https://codecov.io/) - Code coverage dashboard. -* [:earth_americas: Landscape](https://landscape.io/) - Hosted continuous Python code metrics. -* [:earth_americas: QuantifiedCode](https://www.quantifiedcode.com/) - A data-driven, automated, continuous code review tool. +* [:octocat: bjoern](https://github.com/jonashaag/bjoern) - :star: 2339 :fork_and_knife: 169 - Asynchronous, very fast and written in C. +* [:octocat: gunicorn](https://github.com/benoitc/gunicorn) - :star: 6905 :fork_and_knife: 1286 - Pre-forked, partly written in C. +* [:earth_americas: uWSGI](https://uwsgi-docs.readthedocs.io/en/latest/) - A project aims at developing a full stack for building hosting services, written in C. +* [:octocat: waitress](https://github.com/Pylons/waitress) - :star: 769 :fork_and_knife: 110 - Multi-threaded, powers Pyramid. +* [:octocat: werkzeug](https://github.com/pallets/werkzeug) - :star: 5338 :fork_and_knife: 1455 - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects. # Resources -Where to discover new Python libraries. +Where to discover learning resources or new Python libraries. -## Podcasts +## Books -* [:earth_americas: Podcast.init](http://podcastinit.com/) -* [:earth_americas: Talk Python To Me](https://talkpython.fm/) - -## Twitter - -* [:earth_americas: @codetengu](https://twitter.com/codetengu) -* [:earth_americas: @getpy](https://twitter.com/getpy) -* [:earth_americas: @importpython](https://twitter.com/importpython) -* [:earth_americas: @planetpython](https://twitter.com/planetpython) -* [:earth_americas: @pycoders](https://twitter.com/pycoders) -* [:earth_americas: @pypi](https://twitter.com/pypi) -* [:earth_americas: @pythontrending](https://twitter.com/pythontrending) -* [:earth_americas: @PythonWeekly](https://twitter.com/PythonWeekly) +- [Fluent Python](https://www.oreilly.com/library/view/fluent-python/9781491946237/) ## Websites -* [:earth_americas: /r/CoolGithubProjects](https://www.reddit.com/r/coolgithubprojects/) -* [:earth_americas: /r/Python](https://www.reddit.com/r/python) -* [:earth_americas: Awesome Python @LibHunt](http://python.libhunt.com) -* [:earth_americas: Django Packages](https://www.djangopackages.com/) -* [:earth_americas: Full Stack Python](https://www.fullstackpython.com/) -* [:earth_americas: PyPI Ranking](http://pypi-ranking.info/alltime) -* [:earth_americas: Python 3 Wall of Superpowers](http://python3wos.appspot.com/) -* [:earth_americas: Python Hackers](http://pythonhackers.com/open-source/) -* [:earth_americas: Python ZEEF](https://python.zeef.com/alan.richmond) -* [:earth_americas: Python ????](http://python.ctolib.com) -* [:octocat: Trending Python repositories on GitHub today](https://github.com/trending?l=python) +* Tutorials + * [:earth_americas: Full Stack Python](https://www.fullstackpython.com/) + * [:earth_americas: Python Cheatsheet](https://www.pythoncheatsheet.org/) + * [:earth_americas: Real Python](https://realpython.com) + * [:earth_americas: The Hitchhiker’s Guide to Python](https://docs.python-guide.org/) +* Libraries + * [:earth_americas: Awesome Python @LibHunt](https://python.libhunt.com/) +* Others + * [:earth_americas: Python ZEEF](https://python.zeef.com/alan.richmond) + * [:earth_americas: Pythonic News](https://news.python.sc/) -## Weekly +## Newsletters -* [:earth_americas: CodeTengu Weekly](http://weekly.codetengu.com/) -* [:earth_americas: Import Python Newsletter](http://importpython.com/newsletter/) +* [:earth_americas: Awesome Python Newsletter](http://python.libhunt.com/newsletter) * [:earth_americas: Pycoder's Weekly](http://pycoders.com/) * [:earth_americas: Python Weekly](http://www.pythonweekly.com/) +* [:earth_americas: Python Tricks](https://realpython.com/python-tricks/) -# Other Awesome Lists +## Podcasts -List of lists. +* [:earth_americas: Django Chat](https://djangochat.com/) +* [:earth_americas: Podcast.\_\_init__](https://podcastinit.com/) +* [:earth_americas: Python Bytes](https://pythonbytes.fm) +* [:earth_americas: Running in Production](https://runninginproduction.com/) +* [:earth_americas: Talk Python To Me](https://talkpython.fm/) +* [:earth_americas: Test and Code](https://testandcode.com/) +* [:earth_americas: The Real Python Podcast](https://realpython.com/podcasts/rpp/) -* Monty - * [:octocat: awesome](https://github.com/sindresorhus/awesome) - :star: 134737 :fork_and_knife: 17951 - * [:octocat: lists](https://github.com/jnv/lists) - :star: 6566 :fork_and_knife: 565 -* Python - * [:octocat: pycrumbs](https://github.com/kirang89/pycrumbs) - :star: 2946 :fork_and_knife: 682 - * [:octocat: python-github-projects](https://github.com/checkcheckzz/python-github-projects) - :star: 614 :fork_and_knife: 191 - * [:octocat: python_reference](https://github.com/rasbt/python_reference) - :star: 2248 :fork_and_knife: 606 - * [:octocat: pythonidae](https://github.com/svaksha/pythonidae) - :star: 743 :fork_and_knife: 166 +# Contributing +Your contributions are always welcome! + +If you find out any repo has been outdate or its link has not valid anymore, please open a pull request. I will merge it soon. + +If you want to add a new repo, please go to [awesome-python](https://github.com/vinta/awesome-python) and create a pull request first. From fd41953fd3aca413f89054b4bc4fde666d3dd323 Mon Sep 17 00:00:00 2001 From: trananhkma Date: Sat, 20 Jun 2020 18:58:36 +0700 Subject: [PATCH 3/8] "update 2020-06-20T18:58:36.736960" --- README.md | 878 +++++++++++++++++++++++++++--------------------------- 1 file changed, 439 insertions(+), 439 deletions(-) diff --git a/README.md b/README.md index 97319e7..5fd035a 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # Fucking Awesome Python -A curated list with Github :stars: and :forks: stats based on awesome [awesome-python](https://github.com/vinta/awesome-python) +A curated list with Github stars and forks stats based on awesome [awesome-python](https://github.com/vinta/awesome-python) Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome-go). @@ -105,42 +105,42 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for administrative interfaces.* -* [:octocat: ajenti](https://github.com/ajenti/ajenti) - :star: 6020 :fork_and_knife: 737 - The admin panel your servers deserve. +* [:octocat: ajenti](https://github.com/ajenti/ajenti) - :star: 6022 :fork_and_knife: 737 - The admin panel your servers deserve. * [:earth_americas: django-grappelli](https://grappelliproject.com/) - A jazzy skin for the Django Admin-Interface. -* [:octocat: django-jet](https://github.com/geex-arts/django-jet) - :star: 2756 :fork_and_knife: 596 - Modern responsive template for the Django admin interface with improved functionality. +* [:octocat: django-jet](https://github.com/geex-arts/django-jet) - :star: 2767 :fork_and_knife: 597 - Modern responsive template for the Django admin interface with improved functionality. * [:earth_americas: django-suit](https://djangosuit.com/) - Alternative Django Admin-Interface (free only for Non-commercial use). -* [:octocat: django-xadmin](https://github.com/sshwsfc/xadmin) - :star: 4390 :fork_and_knife: 1351 - Drop-in replacement of Django admin comes with lots of goodies. -* [:octocat: jet-bridge](https://github.com/jet-admin/jet-bridge) - :star: 722 :fork_and_knife: 63 - Admin panel framework for any application with nice UI (ex Jet Django) -* [:octocat: flask-admin](https://github.com/flask-admin/flask-admin) - :star: 4266 :fork_and_knife: 1212 - Simple and extensible administrative interface framework for Flask. -* [:octocat: flower](https://github.com/mher/flower) - :star: 4276 :fork_and_knife: 743 - Real-time monitor and web admin for Celery. -* [:octocat: wooey](https://github.com/wooey/wooey) - :star: 1439 :fork_and_knife: 160 - A Django app which creates automatic web UIs for Python scripts. +* [:octocat: django-xadmin](https://github.com/sshwsfc/xadmin) - :star: 4398 :fork_and_knife: 1352 - Drop-in replacement of Django admin comes with lots of goodies. +* [:octocat: jet-bridge](https://github.com/jet-admin/jet-bridge) - :star: 725 :fork_and_knife: 63 - Admin panel framework for any application with nice UI (ex Jet Django) +* [:octocat: flask-admin](https://github.com/flask-admin/flask-admin) - :star: 4284 :fork_and_knife: 1218 - Simple and extensible administrative interface framework for Flask. +* [:octocat: flower](https://github.com/mher/flower) - :star: 4286 :fork_and_knife: 744 - Real-time monitor and web admin for Celery. +* [:octocat: wooey](https://github.com/wooey/wooey) - :star: 1441 :fork_and_knife: 161 - A Django app which creates automatic web UIs for Python scripts. ## Algorithms and Design Patterns *Python implementation of data structures, algorithms and design patterns.* * Algorithms - * [:octocat: TheAlgorithms](https://github.com/TheAlgorithms/Python) - :star: 76567 :fork_and_knife: 23035 - All Algorithms implemented in Python. - * [:octocat: algorithms](https://github.com/keon/algorithms) - :star: 17427 :fork_and_knife: 3521 - Minimal examples of data structures and algorithms. - * [:octocat: python-ds](https://github.com/prabhupant/python-ds) - :star: 963 :fork_and_knife: 319 - A collection of data structure and algorithms for coding interviews. - * [:octocat: sortedcontainers](https://github.com/grantjenks/python-sortedcontainers) - :star: 1741 :fork_and_knife: 109 - Fast and pure-Python implementation of sorted collections. + * [:octocat: TheAlgorithms](https://github.com/TheAlgorithms/Python) - :star: 77095 :fork_and_knife: 23191 - All Algorithms implemented in Python. + * [:octocat: algorithms](https://github.com/keon/algorithms) - :star: 17450 :fork_and_knife: 3522 - Minimal examples of data structures and algorithms. + * [:octocat: python-ds](https://github.com/prabhupant/python-ds) - :star: 966 :fork_and_knife: 323 - A collection of data structure and algorithms for coding interviews. + * [:octocat: sortedcontainers](https://github.com/grantjenks/python-sortedcontainers) - :star: 1745 :fork_and_knife: 111 - Fast and pure-Python implementation of sorted collections. * Design Patterns - * [:octocat: PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - :star: 994 :fork_and_knife: 92 - A simple yet effective library for implementing common design patterns. - * [:octocat: python-patterns](https://github.com/faif/python-patterns) - :star: 24934 :fork_and_knife: 5270 - A collection of design patterns in Python. - * [:octocat: transitions](https://github.com/pytransitions/transitions) - :star: 3014 :fork_and_knife: 378 - A lightweight, object-oriented finite state machine implementation. + * [:octocat: PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - :star: 996 :fork_and_knife: 94 - A simple yet effective library for implementing common design patterns. + * [:octocat: python-patterns](https://github.com/faif/python-patterns) - :star: 24998 :fork_and_knife: 5282 - A collection of design patterns in Python. + * [:octocat: transitions](https://github.com/pytransitions/transitions) - :star: 3024 :fork_and_knife: 378 - A lightweight, object-oriented finite state machine implementation. ## ASGI Servers *[ASGI](https://asgi.readthedocs.io/en/latest/)-compatible web servers.* -* [:octocat: uvicorn](https://github.com/encode/uvicorn) - :star: 2667 :fork_and_knife: 191 - A lightning-fast ASGI server implementation, using uvloop and httptools. -* [:octocat: daphne](https://github.com/django/daphne) - :star: 1280 :fork_and_knife: 164 - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP. +* [:octocat: uvicorn](https://github.com/encode/uvicorn) - :star: 2689 :fork_and_knife: 197 - A lightning-fast ASGI server implementation, using uvloop and httptools. +* [:octocat: daphne](https://github.com/django/daphne) - :star: 1284 :fork_and_knife: 164 - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP. ## Asynchronous Programming * [:earth_americas: asyncio](https://docs.python.org/3/library/asyncio.html) - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks. - [awesome-asyncio](https://github.com/timofurrer/awesome-asyncio) -* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 6946 :fork_and_knife: 407 - Ultra fast asyncio event loop. +* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 6965 :fork_and_knife: 407 - Ultra fast asyncio event loop. * [:earth_americas: Twisted](https://twistedmatrix.com/trac/) - An event-driven networking engine. ## Audio @@ -148,34 +148,34 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for manipulating audio and its metadata.* * Audio - * [:octocat: audioread](https://github.com/beetbox/audioread) - :star: 324 :fork_and_knife: 77 - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. - * [:octocat: dejavu](https://github.com/worldveil/dejavu) - :star: 4988 :fork_and_knife: 1153 - Audio fingerprinting and recognition. - * [:octocat: matchering](https://github.com/sergree/matchering) - :star: 208 :fork_and_knife: 36 - A library for automated reference audio mastering. + * [:octocat: audioread](https://github.com/beetbox/audioread) - :star: 327 :fork_and_knife: 78 - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. + * [:octocat: dejavu](https://github.com/worldveil/dejavu) - :star: 5004 :fork_and_knife: 1161 - Audio fingerprinting and recognition. + * [:octocat: matchering](https://github.com/sergree/matchering) - :star: 211 :fork_and_knife: 36 - A library for automated reference audio mastering. * [:earth_americas: mingus](http://bspaans.github.io/python-mingus/) - An advanced music theory and notation package with MIDI file and playback support. - * [:octocat: pyAudioAnalysis](https://github.com/tyiannak/pyAudioAnalysis) - :star: 3193 :fork_and_knife: 879 - Audio feature extraction, classification, segmentation and applications. - * [:octocat: pydub](https://github.com/jiaaro/pydub) - :star: 4479 :fork_and_knife: 628 - Manipulate audio with a simple and easy high level interface. - * [:octocat: TimeSide](https://github.com/Parisson/TimeSide) - :star: 286 :fork_and_knife: 48 - Open web audio processing framework. + * [:octocat: pyAudioAnalysis](https://github.com/tyiannak/pyAudioAnalysis) - :star: 3213 :fork_and_knife: 879 - Audio feature extraction, classification, segmentation and applications. + * [:octocat: pydub](https://github.com/jiaaro/pydub) - :star: 4508 :fork_and_knife: 628 - Manipulate audio with a simple and easy high level interface. + * [:octocat: TimeSide](https://github.com/Parisson/TimeSide) - :star: 287 :fork_and_knife: 48 - Open web audio processing framework. * Metadata - * [:octocat: beets](https://github.com/beetbox/beets) - :star: 9425 :fork_and_knife: 1591 - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger. - * [:octocat: eyeD3](https://github.com/nicfit/eyeD3) - :star: 231 :fork_and_knife: 38 - A tool for working with audio files, specifically MP3 files containing ID3 metadata. - * [:octocat: mutagen](https://github.com/quodlibet/mutagen) - :star: 617 :fork_and_knife: 87 - A Python module to handle audio metadata. - * [:octocat: tinytag](https://github.com/devsnd/tinytag) - :star: 395 :fork_and_knife: 78 - A library for reading music meta data of MP3, OGG, FLAC and Wave files. + * [:octocat: beets](https://github.com/beetbox/beets) - :star: 9430 :fork_and_knife: 1592 - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger. + * [:octocat: eyeD3](https://github.com/nicfit/eyeD3) - :star: 231 :fork_and_knife: 37 - A tool for working with audio files, specifically MP3 files containing ID3 metadata. + * [:octocat: mutagen](https://github.com/quodlibet/mutagen) - :star: 618 :fork_and_knife: 88 - A Python module to handle audio metadata. + * [:octocat: tinytag](https://github.com/devsnd/tinytag) - :star: 396 :fork_and_knife: 78 - A library for reading music meta data of MP3, OGG, FLAC and Wave files. ## Authentication *Libraries for implementing authentications schemes.* * OAuth - * [:octocat: authlib](https://github.com/lepture/authlib) - :star: 1846 :fork_and_knife: 191 - JavaScript Object Signing and Encryption draft implementation. - * [:octocat: django-allauth](https://github.com/pennersr/django-allauth) - :star: 5549 :fork_and_knife: 1951 - Authentication app for Django that "just works." - * [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - :star: 1939 :fork_and_knife: 553 - OAuth 2 goodies for Django. - * [:octocat: oauthlib](https://github.com/idan/oauthlib) - :star: 2041 :fork_and_knife: 413 - A generic and thorough implementation of the OAuth request-signing logic. - * [:octocat: python-oauth2](https://github.com/joestump/python-oauth2) - :star: 2917 :fork_and_knife: 1043 - A fully tested, abstract interface to creating OAuth clients and servers. + * [:octocat: authlib](https://github.com/lepture/authlib) - :star: 1869 :fork_and_knife: 193 - JavaScript Object Signing and Encryption draft implementation. + * [:octocat: django-allauth](https://github.com/pennersr/django-allauth) - :star: 5567 :fork_and_knife: 1964 - Authentication app for Django that "just works." + * [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - :star: 1946 :fork_and_knife: 554 - OAuth 2 goodies for Django. + * [:octocat: oauthlib](https://github.com/idan/oauthlib) - :star: 2043 :fork_and_knife: 412 - A generic and thorough implementation of the OAuth request-signing logic. + * [:octocat: python-oauth2](https://github.com/joestump/python-oauth2) - :star: 2916 :fork_and_knife: 1042 - A fully tested, abstract interface to creating OAuth clients and servers. * [:octocat: python-social-auth](https://github.com/omab/python-social-auth) - :star: 2785 :fork_and_knife: 1141 - An easy-to-setup social authentication mechanism. * JWT - * [:octocat: pyjwt](https://github.com/jpadilla/pyjwt) - :star: 3301 :fork_and_knife: 423 - JSON Web Token implementation in Python. - * [:octocat: python-jose](https://github.com/mpdavis/python-jose/) - :star: 628 :fork_and_knife: 126 - A JOSE implementation in Python. - * [:octocat: python-jwt](https://github.com/davedoesdev/python-jwt) - :star: 172 :fork_and_knife: 24 - A module for generating and verifying JSON Web Tokens. + * [:octocat: pyjwt](https://github.com/jpadilla/pyjwt) - :star: 3311 :fork_and_knife: 425 - JSON Web Token implementation in Python. + * [:octocat: python-jose](https://github.com/mpdavis/python-jose/) - :star: 631 :fork_and_knife: 126 - A JOSE implementation in Python. + * [:octocat: python-jwt](https://github.com/davedoesdev/python-jwt) - :star: 171 :fork_and_knife: 24 - A module for generating and verifying JSON Web Tokens. ## Build Tools @@ -183,8 +183,8 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: BitBake](http://www.yoctoproject.org/docs/1.6/bitbake-user-manual/bitbake-user-manual.html) - A make-like build tool for embedded Linux. * [:earth_americas: buildout](http://www.buildout.org/en/latest/) - A build system for creating, assembling and deploying applications from multiple parts. -* [:octocat: PlatformIO](https://github.com/platformio/platformio-core) - :star: 4128 :fork_and_knife: 526 - A console tool to build code with different development platforms. -* [:octocat: pybuilder](https://github.com/pybuilder/pybuilder) - :star: 1215 :fork_and_knife: 220 - A continuous build tool written in pure Python. +* [:octocat: PlatformIO](https://github.com/platformio/platformio-core) - :star: 4144 :fork_and_knife: 526 - A console tool to build code with different development platforms. +* [:octocat: pybuilder](https://github.com/pybuilder/pybuilder) - :star: 1216 :fork_and_knife: 220 - A continuous build tool written in pure Python. * [:earth_americas: SCons](http://www.scons.org/) - A software construction tool. ## Built-in Classes Enhancement @@ -192,10 +192,10 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for enhancing Python built-in classes.* * [:earth_americas: dataclasses](https://docs.python.org/3/library/dataclasses.html) - (Python standard library) Data classes. -* [:octocat: attrs](https://github.com/python-attrs/attrs) - :star: 3098 :fork_and_knife: 216 - Replacement for `__init__`, `__eq__`, `__repr__`, etc. boilerplate in class definitions. -* [:octocat: bidict](https://github.com/jab/bidict) - :star: 601 :fork_and_knife: 34 - Efficient, Pythonic bidirectional map data structures and related functionality.. -* [:octocat: Box](https://github.com/cdgriffith/Box) - :star: 1468 :fork_and_knife: 60 - Python dictionaries with advanced dot notation access. -* [:octocat: DottedDict](https://github.com/carlosescri/DottedDict) - :star: 99 :fork_and_knife: 12 - A library that provides a method of accessing lists and dicts with a dotted path notation. +* [:octocat: attrs](https://github.com/python-attrs/attrs) - :star: 3105 :fork_and_knife: 220 - Replacement for `__init__`, `__eq__`, `__repr__`, etc. boilerplate in class definitions. +* [:octocat: bidict](https://github.com/jab/bidict) - :star: 604 :fork_and_knife: 34 - Efficient, Pythonic bidirectional map data structures and related functionality.. +* [:octocat: Box](https://github.com/cdgriffith/Box) - :star: 1469 :fork_and_knife: 60 - Python dictionaries with advanced dot notation access. +* [:octocat: DottedDict](https://github.com/carlosescri/DottedDict) - :star: 98 :fork_and_knife: 12 - A library that provides a method of accessing lists and dicts with a dotted path notation. ## CMS @@ -203,20 +203,20 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: wagtail](https://wagtail.io/) - A Django content management system. * [:earth_americas: django-cms](https://www.django-cms.org/en/) - An Open source enterprise CMS based on the Django. -* [:octocat: feincms](https://github.com/feincms/feincms) - :star: 775 :fork_and_knife: 222 - One of the most advanced Content Management Systems built on Django. -* [:octocat: indico](https://github.com/indico/indico) - :star: 1042 :fork_and_knife: 239 - A feature-rich event management system, made @ [CERN](https://en.wikipedia.org/wiki/CERN). -* [:octocat: Kotti](https://github.com/Kotti/Kotti) - :star: 349 :fork_and_knife: 113 - A high-level, Pythonic web application framework built on Pyramid. -* [:octocat: mezzanine](https://github.com/stephenmcd/mezzanine) - :star: 4085 :fork_and_knife: 1480 - A powerful, consistent, and flexible content management platform. +* [:octocat: feincms](https://github.com/feincms/feincms) - :star: 775 :fork_and_knife: 221 - One of the most advanced Content Management Systems built on Django. +* [:octocat: indico](https://github.com/indico/indico) - :star: 1045 :fork_and_knife: 239 - A feature-rich event management system, made @ [CERN](https://en.wikipedia.org/wiki/CERN). +* [:octocat: Kotti](https://github.com/Kotti/Kotti) - :star: 349 :fork_and_knife: 112 - A high-level, Pythonic web application framework built on Pyramid. +* [:octocat: mezzanine](https://github.com/stephenmcd/mezzanine) - :star: 4087 :fork_and_knife: 1478 - A powerful, consistent, and flexible content management platform. * [:earth_americas: plone](https://plone.org/) - A CMS built on top of the open source application server Zope. -* [:octocat: quokka](https://github.com/rochacbruno/quokka) - :star: 2187 :fork_and_knife: 460 - Flexible, extensible, small CMS powered by Flask and MongoDB. +* [:octocat: quokka](https://github.com/rochacbruno/quokka) - :star: 2187 :fork_and_knife: 459 - Flexible, extensible, small CMS powered by Flask and MongoDB. ## Caching *Libraries for caching data.* -* [:octocat: beaker](https://github.com/bbangert/beaker) - :star: 444 :fork_and_knife: 127 - A WSGI middleware for sessions and caching. -* [:octocat: django-cache-machine](https://github.com/django-cache-machine/django-cache-machine) - :star: 786 :fork_and_knife: 153 - Automatic caching and invalidation for Django models. -* [:octocat: django-cacheops](https://github.com/Suor/django-cacheops) - :star: 1244 :fork_and_knife: 160 - A slick ORM cache with automatic granular event-driven invalidation. +* [:octocat: beaker](https://github.com/bbangert/beaker) - :star: 443 :fork_and_knife: 127 - A WSGI middleware for sessions and caching. +* [:octocat: django-cache-machine](https://github.com/django-cache-machine/django-cache-machine) - :star: 788 :fork_and_knife: 154 - Automatic caching and invalidation for Django models. +* [:octocat: django-cacheops](https://github.com/Suor/django-cacheops) - :star: 1250 :fork_and_knife: 161 - A slick ORM cache with automatic granular event-driven invalidation. * [:earth_americas: dogpile.cache](http://dogpilecache.readthedocs.io/en/latest/) - dogpile.cache is next generation replacement for Beaker made by same authors. * [:earth_americas: HermesCache](https://pypi.org/project/HermesCache/) - Python caching library with tag-based invalidation and dogpile effect prevention. * [:octocat: pylibmc](https://github.com/lericson/pylibmc) - :star: 432 :fork_and_knife: 120 - A Python wrapper around the [libmemcached](https://libmemcached.org/libMemcached.html) interface. @@ -226,33 +226,33 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for chatbot development.* -* [:octocat: errbot](https://github.com/errbotio/errbot/) - :star: 2247 :fork_and_knife: 499 - The easiest and most popular chatbot to implement ChatOps. +* [:octocat: errbot](https://github.com/errbotio/errbot/) - :star: 2259 :fork_and_knife: 498 - The easiest and most popular chatbot to implement ChatOps. ## Code Analysis *Tools of static analysis, linters and code quality checkers. Also see [awesome-static-analysis](https://github.com/mre/awesome-static-analysis).* * Code Analysis - * [:octocat: coala](https://github.com/coala/coala/) - :star: 3009 :fork_and_knife: 1350 - Language independent and easily extendable code analysis application. - * [:octocat: code2flow](https://github.com/scottrogowski/code2flow) - :star: 735 :fork_and_knife: 123 - Turn your Python and JavaScript code into DOT flowcharts. - * [:octocat: prospector](https://github.com/PyCQA/prospector) - :star: 1261 :fork_and_knife: 111 - A tool to analyse Python code. - * [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - :star: 1434 :fork_and_knife: 245 - A library that visualises the flow (call graph) of your Python application. - * [:octocat: vulture](https://github.com/jendrikseipp/vulture) - :star: 915 :fork_and_knife: 52 - A tool for finding and analysing dead Python code. + * [:octocat: coala](https://github.com/coala/coala/) - :star: 3011 :fork_and_knife: 1351 - Language independent and easily extendable code analysis application. + * [:octocat: code2flow](https://github.com/scottrogowski/code2flow) - :star: 737 :fork_and_knife: 124 - Turn your Python and JavaScript code into DOT flowcharts. + * [:octocat: prospector](https://github.com/PyCQA/prospector) - :star: 1263 :fork_and_knife: 110 - A tool to analyse Python code. + * [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - :star: 1437 :fork_and_knife: 246 - A library that visualises the flow (call graph) of your Python application. + * [:octocat: vulture](https://github.com/jendrikseipp/vulture) - :star: 918 :fork_and_knife: 52 - A tool for finding and analysing dead Python code. * Code Linters * [:earth_americas: flake8](https://pypi.org/project/flake8/) - A wrapper around `pycodestyle`, `pyflakes` and McCabe. - * [:octocat: awesome-flake8-extensions](https://github.com/DmytroLitvinov/awesome-flake8-extensions) - :star: 337 :fork_and_knife: 15 + * [:octocat: awesome-flake8-extensions](https://github.com/DmytroLitvinov/awesome-flake8-extensions) - :star: 341 :fork_and_knife: 15 * [:earth_americas: pylint](https://www.pylint.org/) - A fully customizable source code analyzer. - * [:octocat: pylama](https://github.com/klen/pylama) - :star: 702 :fork_and_knife: 71 - A code audit tool for Python and JavaScript. - * [:octocat: wemake-python-styleguide](https://github.com/wemake-services/wemake-python-styleguide) - :star: 1022 :fork_and_knife: 207 - The strictest and most opinionated python linter ever. + * [:octocat: pylama](https://github.com/klen/pylama) - :star: 703 :fork_and_knife: 72 - A code audit tool for Python and JavaScript. + * [:octocat: wemake-python-styleguide](https://github.com/wemake-services/wemake-python-styleguide) - :star: 1037 :fork_and_knife: 209 - The strictest and most opinionated python linter ever. * Code Formatters - * [:octocat: black](https://github.com/python/black) - :star: 16358 :fork_and_knife: 982 - The uncompromising Python code formatter. - * [:octocat: yapf](https://github.com/google/yapf) - :star: 10715 :fork_and_knife: 727 - Yet another Python code formatter from Google. + * [:octocat: black](https://github.com/python/black) - :star: 16444 :fork_and_knife: 990 - The uncompromising Python code formatter. + * [:octocat: yapf](https://github.com/google/yapf) - :star: 10746 :fork_and_knife: 726 - Yet another Python code formatter from Google. * Static Type Checkers, also see [awesome-python-typing](https://github.com/typeddjango/awesome-python-typing) * [:earth_americas: mypy](http://mypy-lang.org/) - Check variable types during compile time. - * [:octocat: typeshed](https://github.com/python/typeshed) - :star: 1698 :fork_and_knife: 844 - Collection of library stubs for Python, with static types. - * [:octocat: pyre-check](https://github.com/facebook/pyre-check) - :star: 3417 :fork_and_knife: 192 - Performant type checking. + * [:octocat: typeshed](https://github.com/python/typeshed) - :star: 1705 :fork_and_knife: 854 - Collection of library stubs for Python, with static types. + * [:octocat: pyre-check](https://github.com/facebook/pyre-check) - :star: 3419 :fork_and_knife: 193 - Performant type checking. * Static Type Annotations Generators - * [:octocat: MonkeyType](https://github.com/Instagram/MonkeyType) - :star: 2985 :fork_and_knife: 112 - A system for Python that generates static type annotations by collecting runtime types + * [:octocat: MonkeyType](https://github.com/Instagram/MonkeyType) - :star: 2990 :fork_and_knife: 112 - A system for Python that generates static type annotations by collecting runtime types ## Command-line Interface Development @@ -263,38 +263,38 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: click](http://click.pocoo.org/dev/) - A package for creating beautiful command line interfaces in a composable way. * [:earth_americas: cliff](https://docs.openstack.org/developer/cliff/) - A framework for creating command-line programs with multi-level commands. * [:earth_americas: docopt](http://docopt.org/) - Pythonic command line arguments parser. - * [:octocat: python-fire](https://github.com/google/python-fire) - :star: 17139 :fork_and_knife: 1048 - A library for creating command line interfaces from absolutely any Python object. - * [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - :star: 6325 :fork_and_knife: 481 - A library for building powerful interactive command lines. + * [:octocat: python-fire](https://github.com/google/python-fire) - :star: 17209 :fork_and_knife: 1050 - A library for creating command line interfaces from absolutely any Python object. + * [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - :star: 6337 :fork_and_knife: 481 - A library for building powerful interactive command lines. * Terminal Rendering - * [:octocat: asciimatics](https://github.com/peterbrittain/asciimatics) - :star: 1867 :fork_and_knife: 156 - A package to create full-screen text UIs (from interactive forms to ASCII animations). - * [:octocat: bashplotlib](https://github.com/glamp/bashplotlib) - :star: 1410 :fork_and_knife: 116 - Making basic plots in the terminal. + * [:octocat: asciimatics](https://github.com/peterbrittain/asciimatics) - :star: 1875 :fork_and_knife: 155 - A package to create full-screen text UIs (from interactive forms to ASCII animations). + * [:octocat: bashplotlib](https://github.com/glamp/bashplotlib) - :star: 1412 :fork_and_knife: 116 - Making basic plots in the terminal. * [:earth_americas: colorama](https://pypi.org/project/colorama/) - Cross-platform colored terminal text. - * [:octocat: rich](https://github.com/willmcgugan/rich) - :star: 7250 :fork_and_knife: 167 - Python library for rich text and beautiful formatting in the terminal. Also provides a great `RichHandler` log handler. - * [:octocat: tqdm](https://github.com/tqdm/tqdm) - :star: 14824 :fork_and_knife: 763 - Fast, extensible progress bar for loops and CLI. - * [:octocat: alive-progress](https://github.com/rsalmei/alive-progress) - :star: 622 :fork_and_knife: 20 - A new kind of Progress Bar, with real-time throughput, eta and very cool animations. + * [:octocat: rich](https://github.com/willmcgugan/rich) - :star: 7429 :fork_and_knife: 170 - Python library for rich text and beautiful formatting in the terminal. Also provides a great `RichHandler` log handler. + * [:octocat: tqdm](https://github.com/tqdm/tqdm) - :star: 14894 :fork_and_knife: 771 - Fast, extensible progress bar for loops and CLI. + * [:octocat: alive-progress](https://github.com/rsalmei/alive-progress) - :star: 633 :fork_and_knife: 20 - A new kind of Progress Bar, with real-time throughput, eta and very cool animations. ## Command-line Tools *Useful CLI-based tools for productivity.* * Productivity Tools - * [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - :star: 12155 :fork_and_knife: 1295 - A command-line utility that creates projects from cookiecutters (project templates). - * [:octocat: doitlive](https://github.com/sloria/doitlive) - :star: 2766 :fork_and_knife: 87 - A tool for live presentations in the terminal. - * [:octocat: howdoi](https://github.com/gleitz/howdoi) - :star: 8068 :fork_and_knife: 739 - Instant coding answers via the command line. - * [:octocat: Invoke](https://github.com/pyinvoke/invoke#readme) - :star: 2869 :fork_and_knife: 255 - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks. - * [:octocat: PathPicker](https://github.com/facebook/PathPicker) - :star: 4406 :fork_and_knife: 270 - Select files out of bash output. - * [:octocat: percol](https://github.com/mooz/percol) - :star: 2918 :fork_and_knife: 147 - Adds flavor of interactive selection to the traditional pipe concept on UNIX. - * [:octocat: thefuck](https://github.com/nvbn/thefuck) - :star: 53872 :fork_and_knife: 2709 - Correcting your previous console command. - * [:octocat: tmuxp](https://github.com/tony/tmuxp) - :star: 2781 :fork_and_knife: 179 - A [tmux](https://github.com/tmux/tmux) session manager. - * [:octocat: try](https://github.com/timofurrer/try) - :star: 547 :fork_and_knife: 29 - A dead simple CLI to try out python packages - it's never been easier. + * [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - :star: 12219 :fork_and_knife: 1300 - A command-line utility that creates projects from cookiecutters (project templates). + * [:octocat: doitlive](https://github.com/sloria/doitlive) - :star: 2770 :fork_and_knife: 87 - A tool for live presentations in the terminal. + * [:octocat: howdoi](https://github.com/gleitz/howdoi) - :star: 8101 :fork_and_knife: 741 - Instant coding answers via the command line. + * [:octocat: Invoke](https://github.com/pyinvoke/invoke#readme) - :star: 2884 :fork_and_knife: 257 - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks. + * [:octocat: PathPicker](https://github.com/facebook/PathPicker) - :star: 4408 :fork_and_knife: 270 - Select files out of bash output. + * [:octocat: percol](https://github.com/mooz/percol) - :star: 2922 :fork_and_knife: 147 - Adds flavor of interactive selection to the traditional pipe concept on UNIX. + * [:octocat: thefuck](https://github.com/nvbn/thefuck) - :star: 53955 :fork_and_knife: 2711 - Correcting your previous console command. + * [:octocat: tmuxp](https://github.com/tony/tmuxp) - :star: 2782 :fork_and_knife: 179 - A [tmux](https://github.com/tmux/tmux) session manager. + * [:octocat: try](https://github.com/timofurrer/try) - :star: 548 :fork_and_knife: 29 - A dead simple CLI to try out python packages - it's never been easier. * CLI Enhancements - * [:octocat: httpie](https://github.com/jakubroztocil/httpie) - :star: 46974 :fork_and_knife: 3042 - A command line HTTP client, a user-friendly cURL replacement. - * [:octocat: kube-shell](https://github.com/cloudnativelabs/kube-shell) - :star: 1608 :fork_and_knife: 129 - An integrated shell for working with the Kubernetes CLI. - * [:octocat: mycli](https://github.com/dbcli/mycli) - :star: 8719 :fork_and_knife: 533 - MySQL CLI with autocompletion and syntax highlighting. - * [:octocat: pgcli](https://github.com/dbcli/pgcli) - :star: 8736 :fork_and_knife: 402 - PostgreSQL CLI with autocompletion and syntax highlighting. - * [:octocat: iredis](https://github.com/laixintao/iredis) - :star: 1077 :fork_and_knife: 40 - Redis CLI with autocompletion and syntax highlighting. - * [:octocat: litecli](https://github.com/dbcli/litecli) - :star: 1137 :fork_and_knife: 30 - SQLite CLI with autocompletion and syntax highlighting. - * [:octocat: saws](https://github.com/donnemartin/saws) - :star: 4503 :fork_and_knife: 244 - A Supercharged [aws-cli](https://github.com/aws/aws-cli). + * [:octocat: httpie](https://github.com/jakubroztocil/httpie) - :star: 47038 :fork_and_knife: 3047 - A command line HTTP client, a user-friendly cURL replacement. + * [:octocat: kube-shell](https://github.com/cloudnativelabs/kube-shell) - :star: 1617 :fork_and_knife: 130 - An integrated shell for working with the Kubernetes CLI. + * [:octocat: mycli](https://github.com/dbcli/mycli) - :star: 8733 :fork_and_knife: 532 - MySQL CLI with autocompletion and syntax highlighting. + * [:octocat: pgcli](https://github.com/dbcli/pgcli) - :star: 8750 :fork_and_knife: 403 - PostgreSQL CLI with autocompletion and syntax highlighting. + * [:octocat: iredis](https://github.com/laixintao/iredis) - :star: 1087 :fork_and_knife: 39 - Redis CLI with autocompletion and syntax highlighting. + * [:octocat: litecli](https://github.com/dbcli/litecli) - :star: 1137 :fork_and_knife: 31 - SQLite CLI with autocompletion and syntax highlighting. + * [:octocat: saws](https://github.com/donnemartin/saws) - :star: 4505 :fork_and_knife: 244 - A Supercharged [aws-cli](https://github.com/aws/aws-cli). ## Compatibility @@ -308,11 +308,11 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for Computer Vision.* -* [:octocat: Kornia](https://github.com/kornia/kornia/) - :star: 2484 :fork_and_knife: 259 - Open Source Differentiable Computer Vision Library for PyTorch. +* [:octocat: Kornia](https://github.com/kornia/kornia/) - :star: 2522 :fork_and_knife: 262 - Open Source Differentiable Computer Vision Library for PyTorch. * [:earth_americas: OpenCV](https://opencv.org/) - Open Source Computer Vision Library. -* [:octocat: pytesseract](https://github.com/madmaze/pytesseract) - :star: 2940 :fork_and_knife: 449 - Another wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr). -* [:octocat: tesserocr](https://github.com/sirfz/tesserocr) - :star: 1251 :fork_and_knife: 177 - A simple, Pillow-friendly, wrapper around the `tesseract-ocr` API for OCR. -* [:octocat: SimpleCV](https://github.com/sightmachine/SimpleCV) - :star: 2414 :fork_and_knife: 754 - An open source framework for building computer vision applications. +* [:octocat: pytesseract](https://github.com/madmaze/pytesseract) - :star: 2955 :fork_and_knife: 449 - Another wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr). +* [:octocat: tesserocr](https://github.com/sirfz/tesserocr) - :star: 1256 :fork_and_knife: 177 - A simple, Pillow-friendly, wrapper around the `tesseract-ocr` API for OCR. +* [:octocat: SimpleCV](https://github.com/sightmachine/SimpleCV) - :star: 2417 :fork_and_knife: 757 - An open source framework for building computer vision applications. ## Concurrency and Parallelism @@ -321,98 +321,98 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: concurrent.futures](https://docs.python.org/3/library/concurrent.futures.html) - (Python standard library) A high-level interface for asynchronously executing callables. * [:earth_americas: multiprocessing](https://docs.python.org/3/library/multiprocessing.html) - (Python standard library) Process-based parallelism. * [:earth_americas: eventlet](http://eventlet.net/) - Asynchronous framework with WSGI support. -* [:octocat: gevent](http://www.gevent.org/) - :star: 1146 :fork_and_knife: 182 - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet). -* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 6946 :fork_and_knife: 407 - Ultra fast implementation of `asyncio` event loop on top of `libuv`. +* [:octocat: gevent](http://www.gevent.org/) - :star: 1146 :fork_and_knife: 181 - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet). +* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 6965 :fork_and_knife: 407 - Ultra fast implementation of `asyncio` event loop on top of `libuv`. * [:octocat: scoop](https://github.com/soravux/scoop) - :star: 454 :fork_and_knife: 74 - Scalable Concurrent Operations in Python. ## Configuration *Libraries for storing and parsing configuration options.* -* [:octocat: configobj](https://github.com/DiffSK/configobj) - :star: 229 :fork_and_knife: 52 - INI file parser with validation. +* [:octocat: configobj](https://github.com/DiffSK/configobj) - :star: 230 :fork_and_knife: 52 - INI file parser with validation. * [:earth_americas: configparser](https://docs.python.org/3/library/configparser.html) - (Python standard library) INI file parser. * [:earth_americas: profig](https://profig.readthedocs.io/en/latest/) - Config from multiple formats with value conversion. -* [:octocat: python-decouple](https://github.com/henriquebastos/python-decouple) - :star: 1345 :fork_and_knife: 124 - Strict separation of settings from code. -* [:octocat: hydra](https://github.com/facebookresearch/hydra) - :star: 2404 :fork_and_knife: 157 - Hydra is a framework for elegantly configuring complex applications. +* [:octocat: python-decouple](https://github.com/henriquebastos/python-decouple) - :star: 1352 :fork_and_knife: 125 - Strict separation of settings from code. +* [:octocat: hydra](https://github.com/facebookresearch/hydra) - :star: 2437 :fork_and_knife: 164 - Hydra is a framework for elegantly configuring complex applications. ## Cryptography * [:earth_americas: cryptography](https://cryptography.io/en/latest/) - A package designed to expose cryptographic primitives and recipes to Python developers. -* [:octocat: paramiko](https://github.com/paramiko/paramiko) - :star: 6295 :fork_and_knife: 1553 - The leading native Python SSHv2 protocol library. +* [:octocat: paramiko](https://github.com/paramiko/paramiko) - :star: 6314 :fork_and_knife: 1558 - The leading native Python SSHv2 protocol library. * [:earth_americas: passlib](https://passlib.readthedocs.io/en/stable/) - Secure password storage/hashing library, very high level. -* [:octocat: pynacl](https://github.com/pyca/pynacl) - :star: 697 :fork_and_knife: 142 - Python binding to the Networking and Cryptography (NaCl) library. +* [:octocat: pynacl](https://github.com/pyca/pynacl) - :star: 702 :fork_and_knife: 143 - Python binding to the Networking and Cryptography (NaCl) library. ## Data Analysis *Libraries for data analyzing.* -* [:octocat: Blaze](https://github.com/blaze/blaze) - :star: 2879 :fork_and_knife: 370 - NumPy and Pandas interface to Big Data. +* [:octocat: Blaze](https://github.com/blaze/blaze) - :star: 2882 :fork_and_knife: 370 - NumPy and Pandas interface to Big Data. * [:octocat: Open Mining](https://github.com/mining/mining) - :star: 1087 :fork_and_knife: 221 - Business Intelligence (BI) in Pandas interface. * [:earth_americas: Orange](https://orange.biolab.si/) - Data mining, data visualization, analysis and machine learning through visual programming or scripts. * [:earth_americas: Pandas](http://pandas.pydata.org/) - A library providing high-performance, easy-to-use data structures and data analysis tools. -* [:octocat: Optimus](https://github.com/ironmussa/Optimus) - :star: 898 :fork_and_knife: 182 - Agile Data Science Workflows made easy with PySpark. -* [:octocat: AWS Data Wrangler](https://github.com/awslabs/aws-data-wrangler) - :star: 781 :fork_and_knife: 101 - Pandas on AWS. +* [:octocat: Optimus](https://github.com/ironmussa/Optimus) - :star: 903 :fork_and_knife: 182 - Agile Data Science Workflows made easy with PySpark. +* [:octocat: AWS Data Wrangler](https://github.com/awslabs/aws-data-wrangler) - :star: 792 :fork_and_knife: 103 - Pandas on AWS. ## Data Validation *Libraries for validating data. Used for forms in many cases.* -* [:octocat: Cerberus](https://github.com/pyeve/cerberus) - :star: 2101 :fork_and_knife: 194 - A lightweight and extensible data validation library. +* [:octocat: Cerberus](https://github.com/pyeve/cerberus) - :star: 2110 :fork_and_knife: 193 - A lightweight and extensible data validation library. * [:earth_americas: colander](https://docs.pylonsproject.org/projects/colander/en/latest/) - Validating and deserializing data obtained via XML, JSON, an HTML form post. -* [:octocat: jsonschema](https://github.com/Julian/jsonschema) - :star: 2822 :fork_and_knife: 417 - An implementation of [JSON Schema](http://json-schema.org/) for Python. -* [:octocat: schema](https://github.com/keleshev/schema) - :star: 2077 :fork_and_knife: 157 - A library for validating Python data structures. -* [:octocat: Schematics](https://github.com/schematics/schematics) - :star: 2351 :fork_and_knife: 285 - Data Structure Validation. -* [:octocat: valideer](https://github.com/podio/valideer) - :star: 235 :fork_and_knife: 16 - Lightweight extensible data validation and adaptation library. -* [:octocat: voluptuous](https://github.com/alecthomas/voluptuous) - :star: 1614 :fork_and_knife: 184 - A Python data validation library. +* [:octocat: jsonschema](https://github.com/Julian/jsonschema) - :star: 2829 :fork_and_knife: 417 - An implementation of [JSON Schema](http://json-schema.org/) for Python. +* [:octocat: schema](https://github.com/keleshev/schema) - :star: 2083 :fork_and_knife: 157 - A library for validating Python data structures. +* [:octocat: Schematics](https://github.com/schematics/schematics) - :star: 2350 :fork_and_knife: 285 - Data Structure Validation. +* [:octocat: valideer](https://github.com/podio/valideer) - :star: 235 :fork_and_knife: 17 - Lightweight extensible data validation and adaptation library. +* [:octocat: voluptuous](https://github.com/alecthomas/voluptuous) - :star: 1617 :fork_and_knife: 185 - A Python data validation library. ## Data Visualization *Libraries for visualizing data. Also see [awesome-javascript](https://github.com/sorrycc/awesome-javascript#data-visualization).* -* [:octocat: Altair](https://github.com/altair-viz/altair) - :star: 5610 :fork_and_knife: 523 - Declarative statistical visualization library for Python. -* [:octocat: Bokeh](https://github.com/bokeh/bokeh) - :star: 13532 :fork_and_knife: 3424 - Interactive Web Plotting for Python. -* [:octocat: bqplot](https://github.com/bloomberg/bqplot) - :star: 2802 :fork_and_knife: 406 - Interactive Plotting Library for the Jupyter Notebook +* [:octocat: Altair](https://github.com/altair-viz/altair) - :star: 5649 :fork_and_knife: 526 - Declarative statistical visualization library for Python. +* [:octocat: Bokeh](https://github.com/bokeh/bokeh) - :star: 13571 :fork_and_knife: 3440 - Interactive Web Plotting for Python. +* [:octocat: bqplot](https://github.com/bloomberg/bqplot) - :star: 2807 :fork_and_knife: 407 - Interactive Plotting Library for the Jupyter Notebook * [:earth_americas: Dash](https://plot.ly/products/dash/) - Built on top of Flask, React and Plotly aimed at analytical web applications. - * [:octocat: awesome-dash](https://github.com/Acrotrend/awesome-dash) - :star: 797 :fork_and_knife: 128 -* [:octocat: diagrams](https://github.com/mingrammer/diagrams) - :star: 5225 :fork_and_knife: 266 - Diagram as Code. -* [:octocat: plotnine](https://github.com/has2k1/plotnine) - :star: 2251 :fork_and_knife: 115 - A grammar of graphics for Python based on ggplot2. + * [:octocat: awesome-dash](https://github.com/Acrotrend/awesome-dash) - :star: 803 :fork_and_knife: 130 +* [:octocat: diagrams](https://github.com/mingrammer/diagrams) - :star: 5284 :fork_and_knife: 272 - Diagram as Code. +* [:octocat: plotnine](https://github.com/has2k1/plotnine) - :star: 2259 :fork_and_knife: 117 - A grammar of graphics for Python based on ggplot2. * [:earth_americas: Matplotlib](http://matplotlib.org/) - A Python 2D plotting library. * [:earth_americas: Pygal](http://www.pygal.org/en/latest/) - A Python SVG Charts Creator. * [:earth_americas: PyGraphviz](https://pypi.org/project/pygraphviz/) - Python interface to [Graphviz](http://www.graphviz.org/). * [:earth_americas: PyQtGraph](http://www.pyqtgraph.org/) - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets. -* [:octocat: Seaborn](https://github.com/mwaskom/seaborn) - :star: 7302 :fork_and_knife: 1250 - Statistical data visualization using Matplotlib. -* [:octocat: VisPy](https://github.com/vispy/vispy) - :star: 2351 :fork_and_knife: 515 - High-performance scientific visualization based on OpenGL. +* [:octocat: Seaborn](https://github.com/mwaskom/seaborn) - :star: 7323 :fork_and_knife: 1259 - Statistical data visualization using Matplotlib. +* [:octocat: VisPy](https://github.com/vispy/vispy) - :star: 2358 :fork_and_knife: 516 - High-performance scientific visualization based on OpenGL. ## Database *Databases implemented in Python.* -* [:octocat: pickleDB](https://github.com/patx/pickledb) - :star: 479 :fork_and_knife: 88 - A simple and lightweight key-value store for Python. -* [:octocat: tinydb](https://github.com/msiemens/tinydb) - :star: 3513 :fork_and_knife: 324 - A tiny, document-oriented database. -* [:octocat: ZODB](https://github.com/zopefoundation/ZODB) - :star: 395 :fork_and_knife: 57 - A native object database for Python. A key-value and object graph database. +* [:octocat: pickleDB](https://github.com/patx/pickledb) - :star: 478 :fork_and_knife: 88 - A simple and lightweight key-value store for Python. +* [:octocat: tinydb](https://github.com/msiemens/tinydb) - :star: 3529 :fork_and_knife: 324 - A tiny, document-oriented database. +* [:octocat: ZODB](https://github.com/zopefoundation/ZODB) - :star: 400 :fork_and_knife: 57 - A native object database for Python. A key-value and object graph database. ## Database Drivers *Libraries for connecting and operating databases.* * MySQL - [awesome-mysql](http://shlomi-noach.github.io/awesome-mysql/) - * [:octocat: mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - :star: 1742 :fork_and_knife: 292 - MySQL connector with Python 3 support ([mysql-python](https://sourceforge.net/projects/mysql-python/) fork). - * [:octocat: PyMySQL](https://github.com/PyMySQL/PyMySQL) - :star: 5957 :fork_and_knife: 1210 - A pure Python MySQL driver compatible to mysql-python. + * [:octocat: mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - :star: 1746 :fork_and_knife: 292 - MySQL connector with Python 3 support ([mysql-python](https://sourceforge.net/projects/mysql-python/) fork). + * [:octocat: PyMySQL](https://github.com/PyMySQL/PyMySQL) - :star: 5972 :fork_and_knife: 1209 - A pure Python MySQL driver compatible to mysql-python. * PostgreSQL - [awesome-postgres](https://github.com/dhamaniasad/awesome-postgres) * [:earth_americas: psycopg2](http://initd.org/psycopg/) - The most popular PostgreSQL adapter for Python. - * [:octocat: queries](https://github.com/gmr/queries) - :star: 223 :fork_and_knife: 25 - A wrapper of the psycopg2 library for interacting with PostgreSQL. + * [:octocat: queries](https://github.com/gmr/queries) - :star: 222 :fork_and_knife: 25 - A wrapper of the psycopg2 library for interacting with PostgreSQL. * Other Relational Databases * [:earth_americas: pymssql](https://pymssql.readthedocs.io/en/latest/) - A simple database interface to Microsoft SQL Server. - * [:octocat: SuperSQLite](https://github.com/plasticityai/supersqlite) - :star: 634 :fork_and_knife: 15 - A supercharged SQLite library built on top of [apsw](https://github.com/rogerbinns/apsw). + * [:octocat: SuperSQLite](https://github.com/plasticityai/supersqlite) - :star: 635 :fork_and_knife: 15 - A supercharged SQLite library built on top of [apsw](https://github.com/rogerbinns/apsw). * NoSQL Databases - * [:octocat: cassandra-driver](https://github.com/datastax/python-driver) - :star: 1149 :fork_and_knife: 434 - The Python Driver for Apache Cassandra. - * [:octocat: happybase](https://github.com/wbolster/happybase) - :star: 535 :fork_and_knife: 151 - A developer-friendly library for Apache HBase. - * [:octocat: kafka-python](https://github.com/dpkp/kafka-python) - :star: 3878 :fork_and_knife: 1070 - The Python client for Apache Kafka. + * [:octocat: cassandra-driver](https://github.com/datastax/python-driver) - :star: 1151 :fork_and_knife: 435 - The Python Driver for Apache Cassandra. + * [:octocat: happybase](https://github.com/wbolster/happybase) - :star: 536 :fork_and_knife: 151 - A developer-friendly library for Apache HBase. + * [:octocat: kafka-python](https://github.com/dpkp/kafka-python) - :star: 3888 :fork_and_knife: 1069 - The Python client for Apache Kafka. * [:earth_americas: py2neo](https://py2neo.org/) - A client library and toolkit for working with Neo4j. - * [:octocat: pymongo](https://github.com/mongodb/mongo-python-driver) - :star: 3045 :fork_and_knife: 940 - The official Python client for MongoDB. - * [:octocat: redis-py](https://github.com/andymccurdy/redis-py) - :star: 8592 :fork_and_knife: 1849 - The Python client for Redis. + * [:octocat: pymongo](https://github.com/mongodb/mongo-python-driver) - :star: 3051 :fork_and_knife: 940 - The official Python client for MongoDB. + * [:octocat: redis-py](https://github.com/andymccurdy/redis-py) - :star: 8602 :fork_and_knife: 1851 - The Python client for Redis. * Asynchronous Clients - * [:octocat: motor](https://github.com/mongodb/motor) - :star: 1486 :fork_and_knife: 132 - The async Python driver for MongoDB. + * [:octocat: motor](https://github.com/mongodb/motor) - :star: 1489 :fork_and_knife: 132 - The async Python driver for MongoDB. ## Date and Time @@ -420,71 +420,71 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: Arrow](https://arrow.readthedocs.io/en/latest/) - A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps. * [:octocat: Chronyk](https://github.com/KoffeinFlummi/Chronyk) - :star: 307 :fork_and_knife: 11 - A Python 3 library for parsing human-written times and dates. -* [:octocat: dateutil](https://github.com/dateutil/dateutil) - :star: 1295 :fork_and_knife: 319 - Extensions to the standard Python [datetime](https://docs.python.org/3/library/datetime.html) module. -* [:octocat: delorean](https://github.com/myusuf3/delorean/) - :star: 1661 :fork_and_knife: 111 - A library for clearing up the inconvenient truths that arise dealing with datetimes. +* [:octocat: dateutil](https://github.com/dateutil/dateutil) - :star: 1304 :fork_and_knife: 322 - Extensions to the standard Python [datetime](https://docs.python.org/3/library/datetime.html) module. +* [:octocat: delorean](https://github.com/myusuf3/delorean/) - :star: 1664 :fork_and_knife: 111 - A library for clearing up the inconvenient truths that arise dealing with datetimes. * [:octocat: moment](https://github.com/zachwill/moment) - :star: 637 :fork_and_knife: 40 - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/). -* [:octocat: Pendulum](https://github.com/sdispater/pendulum) - :star: 3929 :fork_and_knife: 216 - Python datetimes made easy. +* [:octocat: Pendulum](https://github.com/sdispater/pendulum) - :star: 3944 :fork_and_knife: 219 - Python datetimes made easy. * [:octocat: PyTime](https://github.com/shinux/PyTime) - :star: 136 :fork_and_knife: 20 - An easy-to-use Python module which aims to operate date/time/datetime by string. * [:earth_americas: pytz](https://launchpad.net/pytz) - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python. * [:octocat: when.py](https://github.com/dirn/When.py) - :star: 184 :fork_and_knife: 16 - Providing user-friendly functions to help perform common date and time actions. -* [:octocat: maya](https://github.com/timofurrer/maya) - :star: 3150 :fork_and_knife: 199 - Datetimes for Humans. +* [:octocat: maya](https://github.com/timofurrer/maya) - :star: 3152 :fork_and_knife: 197 - Datetimes for Humans. ## Debugging Tools *Libraries for debugging code.* * pdb-like Debugger - * [:octocat: ipdb](https://github.com/gotcha/ipdb) - :star: 1191 :fork_and_knife: 114 - IPython-enabled [pdb](https://docs.python.org/3/library/pdb.html). - * [:octocat: pdb++](https://github.com/antocuni/pdb) - :star: 505 :fork_and_knife: 35 - Another drop-in replacement for pdb. - * [:octocat: pudb](https://github.com/inducer/pudb) - :star: 1758 :fork_and_knife: 159 - A full-screen, console-based Python debugger. + * [:octocat: ipdb](https://github.com/gotcha/ipdb) - :star: 1195 :fork_and_knife: 115 - IPython-enabled [pdb](https://docs.python.org/3/library/pdb.html). + * [:octocat: pdb++](https://github.com/antocuni/pdb) - :star: 507 :fork_and_knife: 35 - Another drop-in replacement for pdb. + * [:octocat: pudb](https://github.com/inducer/pudb) - :star: 1763 :fork_and_knife: 160 - A full-screen, console-based Python debugger. * [:octocat: wdb](https://github.com/Kozea/wdb) - :star: 1475 :fork_and_knife: 98 - An improbable web debugger through WebSockets. * Tracing - * [:octocat: lptrace](https://github.com/khamidou/lptrace) - :star: 660 :fork_and_knife: 40 - [strace](http://man7.org/linux/man-pages/man1/strace.1.html) for Python programs. + * [:octocat: lptrace](https://github.com/khamidou/lptrace) - :star: 660 :fork_and_knife: 39 - [strace](http://man7.org/linux/man-pages/man1/strace.1.html) for Python programs. * [:octocat: manhole](https://github.com/ionelmc/python-manhole) - :star: 283 :fork_and_knife: 14 - Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt. - * [:octocat: pyringe](https://github.com/google/pyringe) - :star: 1570 :fork_and_knife: 68 - Debugger capable of attaching to and injecting code into Python processes. + * [:octocat: pyringe](https://github.com/google/pyringe) - :star: 1571 :fork_and_knife: 68 - Debugger capable of attaching to and injecting code into Python processes. * [:octocat: python-hunter](https://github.com/ionelmc/python-hunter) - :star: 542 :fork_and_knife: 24 - A flexible code tracing toolkit. * Profiler - * [:octocat: line_profiler](https://github.com/rkern/line_profiler) - :star: 3423 :fork_and_knife: 234 - Line-by-line profiling. + * [:octocat: line_profiler](https://github.com/rkern/line_profiler) - :star: 3425 :fork_and_knife: 234 - Line-by-line profiling. * [:octocat: memory_profiler](https://github.com/fabianp/memory_profiler) - :star: 54 :fork_and_knife: 10 - Monitor Memory usage of Python code. - * [:octocat: profiling](https://github.com/what-studio/profiling) - :star: 2988 :fork_and_knife: 116 - An interactive Python profiler. - * [:octocat: py-spy](https://github.com/benfred/py-spy) - :star: 5578 :fork_and_knife: 215 - A sampling profiler for Python programs. Written in Rust. - * [:octocat: pyflame](https://github.com/uber/pyflame) - :star: 2816 :fork_and_knife: 211 - A ptracing profiler For Python. - * [:octocat: vprof](https://github.com/nvdv/vprof) - :star: 3643 :fork_and_knife: 168 - Visual Python profiler. + * [:octocat: profiling](https://github.com/what-studio/profiling) - :star: 2986 :fork_and_knife: 116 - An interactive Python profiler. + * [:octocat: py-spy](https://github.com/benfred/py-spy) - :star: 5606 :fork_and_knife: 216 - A sampling profiler for Python programs. Written in Rust. + * [:octocat: pyflame](https://github.com/uber/pyflame) - :star: 2816 :fork_and_knife: 212 - A ptracing profiler For Python. + * [:octocat: vprof](https://github.com/nvdv/vprof) - :star: 3644 :fork_and_knife: 168 - Visual Python profiler. * Others - * [:octocat: icecream](https://github.com/gruns/icecream) - :star: 1511 :fork_and_knife: 33 - Inspect variables, expressions, and program execution with a single, simple function call. - * [:octocat: django-debug-toolbar](https://github.com/jazzband/django-debug-toolbar) - :star: 5960 :fork_and_knife: 868 - Display various debug information for Django. - * [:octocat: django-devserver](https://github.com/dcramer/django-devserver) - :star: 1250 :fork_and_knife: 166 - A drop-in replacement for Django's runserver. - * [:octocat: flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - :star: 750 :fork_and_knife: 117 - A port of the django-debug-toolbar to flask. - * [:octocat: pyelftools](https://github.com/eliben/pyelftools) - :star: 1020 :fork_and_knife: 359 - Parsing and analyzing ELF files and DWARF debugging information. + * [:octocat: icecream](https://github.com/gruns/icecream) - :star: 1515 :fork_and_knife: 33 - Inspect variables, expressions, and program execution with a single, simple function call. + * [:octocat: django-debug-toolbar](https://github.com/jazzband/django-debug-toolbar) - :star: 5974 :fork_and_knife: 873 - Display various debug information for Django. + * [:octocat: django-devserver](https://github.com/dcramer/django-devserver) - :star: 1252 :fork_and_knife: 166 - A drop-in replacement for Django's runserver. + * [:octocat: flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - :star: 753 :fork_and_knife: 117 - A port of the django-debug-toolbar to flask. + * [:octocat: pyelftools](https://github.com/eliben/pyelftools) - :star: 1025 :fork_and_knife: 359 - Parsing and analyzing ELF files and DWARF debugging information. ## Deep Learning *Frameworks for Neural Networks and Deep Learning. Also see [awesome-deep-learning](https://github.com/ChristosChristofidis/awesome-deep-learning).* -* [:octocat: caffe](https://github.com/BVLC/caffe) - :star: 30413 :fork_and_knife: 18343 - A fast open framework for deep learning.. -* [:octocat: keras](https://github.com/keras-team/keras) - :star: 48609 :fork_and_knife: 18353 - A high-level neural networks library and capable of running on top of either TensorFlow or Theano. -* [:octocat: mxnet](https://github.com/dmlc/mxnet) - :star: 18782 :fork_and_knife: 6677 - A deep learning framework designed for both efficiency and flexibility. -* [:octocat: pytorch](https://github.com/pytorch/pytorch) - :star: 39383 :fork_and_knife: 10162 - Tensors and Dynamic neural networks in Python with strong GPU acceleration. -* [:octocat: SerpentAI](https://github.com/SerpentAI/SerpentAI) - :star: 5568 :fork_and_knife: 616 - Game agent framework. Use any video game as a deep learning sandbox. -* [:octocat: tensorflow](https://github.com/tensorflow/tensorflow) - :star: 145460 :fork_and_knife: 81611 - The most popular Deep Learning framework created by Google. -* [:octocat: Theano](https://github.com/Theano/Theano) - :star: 9167 :fork_and_knife: 2516 - A library for fast numerical computation. +* [:octocat: caffe](https://github.com/BVLC/caffe) - :star: 30453 :fork_and_knife: 18357 - A fast open framework for deep learning.. +* [:octocat: keras](https://github.com/keras-team/keras) - :star: 48687 :fork_and_knife: 18374 - A high-level neural networks library and capable of running on top of either TensorFlow or Theano. +* [:octocat: mxnet](https://github.com/dmlc/mxnet) - :star: 18805 :fork_and_knife: 6689 - A deep learning framework designed for both efficiency and flexibility. +* [:octocat: pytorch](https://github.com/pytorch/pytorch) - :star: 39578 :fork_and_knife: 10230 - Tensors and Dynamic neural networks in Python with strong GPU acceleration. +* [:octocat: SerpentAI](https://github.com/SerpentAI/SerpentAI) - :star: 5576 :fork_and_knife: 617 - Game agent framework. Use any video game as a deep learning sandbox. +* [:octocat: tensorflow](https://github.com/tensorflow/tensorflow) - :star: 145703 :fork_and_knife: 81714 - The most popular Deep Learning framework created by Google. +* [:octocat: Theano](https://github.com/Theano/Theano) - :star: 9173 :fork_and_knife: 2514 - A library for fast numerical computation. ## DevOps Tools *Software and libraries for DevOps.* -* [:octocat: ansible](https://github.com/ansible/ansible) - :star: 43503 :fork_and_knife: 19180 - A radically simple IT automation platform. +* [:octocat: ansible](https://github.com/ansible/ansible) - :star: 43599 :fork_and_knife: 19211 - A radically simple IT automation platform. * [:earth_americas: cloudinit](https://cloudinit.readthedocs.io/en/latest/) - A multi-distribution package that handles early initialization of a cloud instance. * [:octocat: cuisine](https://github.com/sebastien/cuisine) - :star: 1240 :fork_and_knife: 161 - Chef-like functionality for Fabric. * [:earth_americas: docker-compose](https://docs.docker.com/compose/) - Fast, isolated development environments using [Docker](https://www.docker.com/). -* [:octocat: fabric](https://github.com/fabric/fabric) - :star: 12275 :fork_and_knife: 1806 - A simple, Pythonic tool for remote execution and deployment. -* [:octocat: fabtools](https://github.com/fabtools/fabtools) - :star: 1216 :fork_and_knife: 218 - Tools for writing awesome Fabric files. -* [:octocat: honcho](https://github.com/nickstenning/honcho) - :star: 1346 :fork_and_knife: 122 - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications. +* [:octocat: fabric](https://github.com/fabric/fabric) - :star: 12299 :fork_and_knife: 1804 - A simple, Pythonic tool for remote execution and deployment. +* [:octocat: fabtools](https://github.com/fabtools/fabtools) - :star: 1230 :fork_and_knife: 218 - Tools for writing awesome Fabric files. +* [:octocat: honcho](https://github.com/nickstenning/honcho) - :star: 1349 :fork_and_knife: 123 - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications. * [:earth_americas: OpenStack](https://www.openstack.org/) - Open source software for building private and public clouds. -* [:octocat: pexpect](https://github.com/pexpect/pexpect) - :star: 1849 :fork_and_knife: 414 - Controlling interactive programs in a pseudo-terminal like GNU expect. -* [:octocat: psutil](https://github.com/giampaolo/psutil) - :star: 6311 :fork_and_knife: 991 - A cross-platform process and system utilities module. -* [:octocat: saltstack](https://github.com/saltstack/salt) - :star: 11066 :fork_and_knife: 4866 - Infrastructure automation and management system. -* [:octocat: supervisor](https://github.com/Supervisor/supervisor) - :star: 6184 :fork_and_knife: 1041 - Supervisor process control system for UNIX. +* [:octocat: pexpect](https://github.com/pexpect/pexpect) - :star: 1849 :fork_and_knife: 416 - Controlling interactive programs in a pseudo-terminal like GNU expect. +* [:octocat: psutil](https://github.com/giampaolo/psutil) - :star: 6349 :fork_and_knife: 993 - A cross-platform process and system utilities module. +* [:octocat: saltstack](https://github.com/saltstack/salt) - :star: 11079 :fork_and_knife: 4869 - Infrastructure automation and management system. +* [:octocat: supervisor](https://github.com/Supervisor/supervisor) - :star: 6192 :fork_and_knife: 1040 - Supervisor process control system for UNIX. ## Distributed Computing @@ -492,112 +492,112 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * Batch Processing * [:earth_americas: PySpark](https://pypi.org/project/pyspark/) - [Apache Spark](https://spark.apache.org/) Python API. - * [:octocat: dask](https://github.com/dask/dask) - :star: 6810 :fork_and_knife: 1089 - A flexible parallel computing library for analytic computing. - * [:octocat: luigi](https://github.com/spotify/luigi) - :star: 13393 :fork_and_knife: 2131 - A module that helps you build complex pipelines of batch jobs. - * [:octocat: mrjob](https://github.com/Yelp/mrjob) - :star: 2498 :fork_and_knife: 585 - Run MapReduce jobs on Hadoop or Amazon Web Services. - * [:octocat: Ray](https://github.com/ray-project/ray/) - :star: 11854 :fork_and_knife: 1794 - A system for parallel and distributed Python that unifies the machine learning ecosystem. + * [:octocat: dask](https://github.com/dask/dask) - :star: 6836 :fork_and_knife: 1094 - A flexible parallel computing library for analytic computing. + * [:octocat: luigi](https://github.com/spotify/luigi) - :star: 13411 :fork_and_knife: 2134 - A module that helps you build complex pipelines of batch jobs. + * [:octocat: mrjob](https://github.com/Yelp/mrjob) - :star: 2499 :fork_and_knife: 585 - Run MapReduce jobs on Hadoop or Amazon Web Services. + * [:octocat: Ray](https://github.com/ray-project/ray/) - :star: 11954 :fork_and_knife: 1816 - A system for parallel and distributed Python that unifies the machine learning ecosystem. * Stream Processing - * [:octocat: faust](https://github.com/robinhood/faust) - :star: 4642 :fork_and_knife: 362 - A stream processing library, porting the ideas from [Kafka Streams](https://kafka.apache.org/documentation/streams/) to Python. - * [:octocat: streamparse](https://github.com/Parsely/streamparse) - :star: 1410 :fork_and_knife: 217 - Run Python code against real-time streams of data via [Apache Storm](http://storm.apache.org/). + * [:octocat: faust](https://github.com/robinhood/faust) - :star: 4659 :fork_and_knife: 364 - A stream processing library, porting the ideas from [Kafka Streams](https://kafka.apache.org/documentation/streams/) to Python. + * [:octocat: streamparse](https://github.com/Parsely/streamparse) - :star: 1411 :fork_and_knife: 217 - Run Python code against real-time streams of data via [Apache Storm](http://storm.apache.org/). ## Distribution *Libraries to create packaged executables for release distribution.* -* [:octocat: dh-virtualenv](https://github.com/spotify/dh-virtualenv) - :star: 1368 :fork_and_knife: 151 - Build and distribute a virtualenv as a Debian package. +* [:octocat: dh-virtualenv](https://github.com/spotify/dh-virtualenv) - :star: 1373 :fork_and_knife: 152 - Build and distribute a virtualenv as a Debian package. * [:earth_americas: Nuitka](http://nuitka.net/) - Compile scripts, modules, packages to an executable or extension module. * [:earth_americas: py2app](http://pythonhosted.org/py2app/) - Freezes Python scripts (Mac OS X). * [:earth_americas: py2exe](http://www.py2exe.org/) - Freezes Python scripts (Windows). -* [:octocat: PyInstaller](https://github.com/pyinstaller/pyinstaller) - :star: 6793 :fork_and_knife: 1455 - Converts Python programs into stand-alone executables (cross-platform). +* [:octocat: PyInstaller](https://github.com/pyinstaller/pyinstaller) - :star: 6815 :fork_and_knife: 1459 - Converts Python programs into stand-alone executables (cross-platform). * [:earth_americas: pynsist](http://pynsist.readthedocs.io/en/latest/) - A tool to build Windows installers, installers bundle Python itself. -* [:octocat: pyarmor](https://github.com/dashingsoft/pyarmor) - :star: 542 :fork_and_knife: 90 - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. +* [:octocat: pyarmor](https://github.com/dashingsoft/pyarmor) - :star: 549 :fork_and_knife: 92 - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. * [:octocat: shiv](https://github.com/linkedin/shiv) - :star: 946 :fork_and_knife: 53 - A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included. ## Documentation *Libraries for generating project documentation.* -* [:octocat: sphinx](https://github.com/sphinx-doc/sphinx/) - :star: 3338 :fork_and_knife: 1286 - Python Documentation generator. - * [:octocat: awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc) - :star: 650 :fork_and_knife: 56 -* [:octocat: pdoc](https://github.com/mitmproxy/pdoc) - :star: 655 :fork_and_knife: 95 - Epydoc replacement to auto generate API documentation for Python libraries. -* [:octocat: pycco](https://github.com/pycco-docs/pycco) - :star: 706 :fork_and_knife: 132 - The literate-programming-style documentation generator. +* [:octocat: sphinx](https://github.com/sphinx-doc/sphinx/) - :star: 3353 :fork_and_knife: 1290 - Python Documentation generator. + * [:octocat: awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc) - :star: 650 :fork_and_knife: 55 +* [:octocat: pdoc](https://github.com/mitmproxy/pdoc) - :star: 656 :fork_and_knife: 95 - Epydoc replacement to auto generate API documentation for Python libraries. +* [:octocat: pycco](https://github.com/pycco-docs/pycco) - :star: 707 :fork_and_knife: 132 - The literate-programming-style documentation generator. ## Downloader *Libraries for downloading.* -* [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - :star: 3340 :fork_and_knife: 791 - A command line tool for managing Amazon S3 and CloudFront. -* [:octocat: s4cmd](https://github.com/bloomreach/s4cmd) - :star: 1001 :fork_and_knife: 173 - Super S3 command line tool, good for higher performance. +* [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - :star: 3347 :fork_and_knife: 791 - A command line tool for managing Amazon S3 and CloudFront. +* [:octocat: s4cmd](https://github.com/bloomreach/s4cmd) - :star: 1002 :fork_and_knife: 173 - Super S3 command line tool, good for higher performance. * [:earth_americas: you-get](https://you-get.org/) - A YouTube/Youku/Niconico video downloader written in Python 3. * [:earth_americas: youtube-dl](https://rg3.github.io/youtube-dl/) - A small command-line program to download videos from YouTube. -* [:octocat: akshare](https://github.com/jindaxiang/akshare) - :star: 1749 :fork_and_knife: 324 - A financial data interface library, built for human beings! +* [:octocat: akshare](https://github.com/jindaxiang/akshare) - :star: 1772 :fork_and_knife: 331 - A financial data interface library, built for human beings! ## E-commerce *Frameworks and libraries for e-commerce and payments.* -* [:octocat: alipay](https://github.com/lxneng/alipay) - :star: 317 :fork_and_knife: 99 - Unofficial Alipay API for Python. -* [:octocat: Cartridge](https://github.com/stephenmcd/cartridge) - :star: 613 :fork_and_knife: 287 - A shopping cart app built using the Mezzanine. +* [:octocat: alipay](https://github.com/lxneng/alipay) - :star: 316 :fork_and_knife: 99 - Unofficial Alipay API for Python. +* [:octocat: Cartridge](https://github.com/stephenmcd/cartridge) - :star: 616 :fork_and_knife: 288 - A shopping cart app built using the Mezzanine. * [:earth_americas: django-oscar](http://oscarcommerce.com/) - An open-source e-commerce framework for Django. -* [:octocat: django-shop](https://github.com/awesto/django-shop) - :star: 2207 :fork_and_knife: 814 - A Django based shop system. -* [:octocat: merchant](https://github.com/agiliq/merchant) - :star: 946 :fork_and_knife: 166 - A Django app to accept payments from various payment processors. -* [:octocat: money](https://github.com/carlospalol/money) - :star: 187 :fork_and_knife: 23 - `Money` class with optional CLDR-backed locale-aware formatting and an extensible currency exchange. +* [:octocat: django-shop](https://github.com/awesto/django-shop) - :star: 2217 :fork_and_knife: 815 - A Django based shop system. +* [:octocat: merchant](https://github.com/agiliq/merchant) - :star: 947 :fork_and_knife: 166 - A Django app to accept payments from various payment processors. +* [:octocat: money](https://github.com/carlospalol/money) - :star: 187 :fork_and_knife: 24 - `Money` class with optional CLDR-backed locale-aware formatting and an extensible currency exchange. * [:octocat: python-currencies](https://github.com/Alir3z4/python-currencies) - :star: 43 :fork_and_knife: 6 - Display money format and its filthy currencies. -* [:octocat: forex-python](https://github.com/MicroPyramid/forex-python) - :star: 319 :fork_and_knife: 98 - Foreign exchange rates, Bitcoin price index and currency conversion. +* [:octocat: forex-python](https://github.com/MicroPyramid/forex-python) - :star: 320 :fork_and_knife: 99 - Foreign exchange rates, Bitcoin price index and currency conversion. * [:earth_americas: saleor](http://getsaleor.com/) - An e-commerce storefront for Django. * [:earth_americas: shoop](https://www.shuup.com/en/) - An open source E-Commerce platform based on Django. ## Editor Plugins and IDEs * Emacs - * [:octocat: elpy](https://github.com/jorgenschaefer/elpy) - :star: 1583 :fork_and_knife: 206 - Emacs Python Development Environment. + * [:octocat: elpy](https://github.com/jorgenschaefer/elpy) - :star: 1589 :fork_and_knife: 207 - Emacs Python Development Environment. * Sublime Text - * [:octocat: anaconda](https://github.com/DamnWidget/anaconda) - :star: 2078 :fork_and_knife: 244 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. + * [:octocat: anaconda](https://github.com/DamnWidget/anaconda) - :star: 2078 :fork_and_knife: 243 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. * [:octocat: SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - :star: 894 :fork_and_knife: 105 - A Sublime Text plugin to the awesome auto-complete library Jedi. * Vim - * [:octocat: jedi-vim](https://github.com/davidhalter/jedi-vim) - :star: 4436 :fork_and_knife: 364 - Vim bindings for the Jedi auto-completion library for Python. - * [:octocat: python-mode](https://github.com/python-mode/python-mode) - :star: 5025 :fork_and_knife: 879 - An all in one plugin for turning Vim into a Python IDE. - * [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - :star: 21342 :fork_and_knife: 2460 - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. + * [:octocat: jedi-vim](https://github.com/davidhalter/jedi-vim) - :star: 4450 :fork_and_knife: 364 - Vim bindings for the Jedi auto-completion library for Python. + * [:octocat: python-mode](https://github.com/python-mode/python-mode) - :star: 5028 :fork_and_knife: 880 - An all in one plugin for turning Vim into a Python IDE. + * [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - :star: 21387 :fork_and_knife: 2469 - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. * Visual Studio - * [:octocat: PTVS](https://github.com/Microsoft/PTVS) - :star: 2273 :fork_and_knife: 631 - Python Tools for Visual Studio. + * [:octocat: PTVS](https://github.com/Microsoft/PTVS) - :star: 2276 :fork_and_knife: 632 - Python Tools for Visual Studio. * Visual Studio Code * [:earth_americas: Python](https://marketplace.visualstudio.com/items?itemName=ms-python.python) - The official VSCode extension with rich support for Python. * IDE * [:earth_americas: PyCharm](https://www.jetbrains.com/pycharm/) - Commercial Python IDE by JetBrains. Has free community edition available. - * [:octocat: spyder](https://github.com/spyder-ide/spyder) - :star: 5470 :fork_and_knife: 1104 - Open Source Python IDE. + * [:octocat: spyder](https://github.com/spyder-ide/spyder) - :star: 5487 :fork_and_knife: 1106 - Open Source Python IDE. ## Email *Libraries for sending and parsing email.* * Mail Servers - * [:octocat: modoboa](https://github.com/modoboa/modoboa) - :star: 1541 :fork_and_knife: 235 - A mail hosting and management platform including a modern Web UI. - * [:octocat: salmon](https://github.com/moggers87/salmon) - :star: 428 :fork_and_knife: 45 - A Python Mail Server. + * [:octocat: modoboa](https://github.com/modoboa/modoboa) - :star: 1551 :fork_and_knife: 235 - A mail hosting and management platform including a modern Web UI. + * [:octocat: salmon](https://github.com/moggers87/salmon) - :star: 429 :fork_and_knife: 45 - A Python Mail Server. * Clients - * [:octocat: imbox](https://github.com/martinrusev/imbox) - :star: 908 :fork_and_knife: 148 - Python IMAP for Humans. - * [:octocat: yagmail](https://github.com/kootenpv/yagmail) - :star: 1777 :fork_and_knife: 197 - Yet another Gmail/SMTP client. + * [:octocat: imbox](https://github.com/martinrusev/imbox) - :star: 910 :fork_and_knife: 148 - Python IMAP for Humans. + * [:octocat: yagmail](https://github.com/kootenpv/yagmail) - :star: 1782 :fork_and_knife: 197 - Yet another Gmail/SMTP client. * Others - * [:octocat: flanker](https://github.com/mailgun/flanker) - :star: 1405 :fork_and_knife: 171 - An email address and Mime parsing library. + * [:octocat: flanker](https://github.com/mailgun/flanker) - :star: 1406 :fork_and_knife: 171 - An email address and Mime parsing library. * [:octocat: mailer](https://github.com/marrow/mailer) - :star: 197 :fork_and_knife: 43 - High-performance extensible mail delivery framework. ## Environment Management *Libraries for Python version and virtual environment management.* -* [:octocat: pyenv](https://github.com/pyenv/pyenv) - :star: 19712 :fork_and_knife: 1728 - Simple Python version management. -* [:octocat: virtualenv](https://github.com/pypa/virtualenv) - :star: 3585 :fork_and_knife: 839 - A tool to create isolated Python environments. +* [:octocat: pyenv](https://github.com/pyenv/pyenv) - :star: 19784 :fork_and_knife: 1732 - Simple Python version management. +* [:octocat: virtualenv](https://github.com/pypa/virtualenv) - :star: 3595 :fork_and_knife: 841 - A tool to create isolated Python environments. ## Files *Libraries for file manipulation and MIME type detection.* * [:earth_americas: mimetypes](https://docs.python.org/3/library/mimetypes.html) - (Python standard library) Map filenames to MIME types. -* [:octocat: path.py](https://github.com/jaraco/path.py) - :star: 913 :fork_and_knife: 124 - A module wrapper for [os.path](https://docs.python.org/3/library/os.path.html). +* [:octocat: path.py](https://github.com/jaraco/path.py) - :star: 912 :fork_and_knife: 124 - A module wrapper for [os.path](https://docs.python.org/3/library/os.path.html). * [:earth_americas: pathlib](https://docs.python.org/3/library/pathlib.html) - (Python standard library) An cross-platform, object-oriented path library. -* [:octocat: PyFilesystem2](https://github.com/pyfilesystem/pyfilesystem2) - :star: 1076 :fork_and_knife: 107 - Python's filesystem abstraction layer. -* [:octocat: python-magic](https://github.com/ahupp/python-magic) - :star: 1609 :fork_and_knife: 203 - A Python interface to the libmagic file type identification library. -* [:octocat: Unipath](https://github.com/mikeorr/Unipath) - :star: 489 :fork_and_knife: 36 - An object-oriented approach to file/directory operations. -* [:octocat: watchdog](https://github.com/gorakhargosh/watchdog) - :star: 4110 :fork_and_knife: 506 - API and shell utilities to monitor file system events. +* [:octocat: PyFilesystem2](https://github.com/pyfilesystem/pyfilesystem2) - :star: 1079 :fork_and_knife: 106 - Python's filesystem abstraction layer. +* [:octocat: python-magic](https://github.com/ahupp/python-magic) - :star: 1614 :fork_and_knife: 200 - A Python interface to the libmagic file type identification library. +* [:octocat: Unipath](https://github.com/mikeorr/Unipath) - :star: 488 :fork_and_knife: 36 - An object-oriented approach to file/directory operations. +* [:octocat: watchdog](https://github.com/gorakhargosh/watchdog) - :star: 4120 :fork_and_knife: 508 - API and shell utilities to monitor file system events. ## Foreign Function Interface @@ -612,42 +612,42 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with forms.* -* [:octocat: Deform](https://github.com/Pylons/deform) - :star: 331 :fork_and_knife: 148 - Python HTML form generation library influenced by the formish form generation library. -* [:octocat: django-bootstrap3](https://github.com/dyve/django-bootstrap3) - :star: 2190 :fork_and_knife: 689 - Bootstrap 3 integration with Django. -* [:octocat: django-bootstrap4](https://github.com/zostera/django-bootstrap4) - :star: 743 :fork_and_knife: 182 - Bootstrap 4 integration with Django. -* [:octocat: django-crispy-forms](https://github.com/django-crispy-forms/django-crispy-forms) - :star: 3892 :fork_and_knife: 664 - A Django app which lets you create beautiful forms in a very elegant and DRY way. +* [:octocat: Deform](https://github.com/Pylons/deform) - :star: 330 :fork_and_knife: 149 - Python HTML form generation library influenced by the formish form generation library. +* [:octocat: django-bootstrap3](https://github.com/dyve/django-bootstrap3) - :star: 2193 :fork_and_knife: 691 - Bootstrap 3 integration with Django. +* [:octocat: django-bootstrap4](https://github.com/zostera/django-bootstrap4) - :star: 748 :fork_and_knife: 183 - Bootstrap 4 integration with Django. +* [:octocat: django-crispy-forms](https://github.com/django-crispy-forms/django-crispy-forms) - :star: 3900 :fork_and_knife: 664 - A Django app which lets you create beautiful forms in a very elegant and DRY way. * [:octocat: django-remote-forms](https://github.com/WiserTogether/django-remote-forms) - :star: 199 :fork_and_knife: 100 - A platform independent Django form serializer. -* [:octocat: WTForms](https://github.com/wtforms/wtforms) - :star: 1110 :fork_and_knife: 322 - A flexible forms validation and rendering library. +* [:octocat: WTForms](https://github.com/wtforms/wtforms) - :star: 1112 :fork_and_knife: 322 - A flexible forms validation and rendering library. ## Functional Programming *Functional Programming with Python.* -* [:octocat: Coconut](https://github.com/evhub/coconut) - :star: 2781 :fork_and_knife: 91 - A variant of Python built for simple, elegant, Pythonic functional programming. -* [:octocat: fn.py](https://github.com/kachayev/fn.py) - :star: 3016 :fork_and_knife: 186 - Functional programming in Python: implementation of missing features to enjoy FP. -* [:octocat: funcy](https://github.com/Suor/funcy) - :star: 2323 :fork_and_knife: 114 - A fancy and practical functional tools. -* [:octocat: more-itertools](https://github.com/erikrose/more-itertools) - :star: 1393 :fork_and_knife: 135 - More routines for operating on iterables, beyond `itertools`. -* [:octocat: returns](https://github.com/dry-python/returns) - :star: 1144 :fork_and_knife: 34 - A set of type-safe monads, tranformers, and composition utilities. -* [:octocat: Toolz](https://github.com/pytoolz/toolz) - :star: 2737 :fork_and_knife: 194 - A collection of functional utilities for iterators, functions, and dictionaries. -* [:octocat: CyToolz](https://github.com/pytoolz/cytoolz/) - :star: 716 :fork_and_knife: 52 - Cython implementation of `Toolz`: High performance functional utilities. +* [:octocat: Coconut](https://github.com/evhub/coconut) - :star: 2784 :fork_and_knife: 92 - A variant of Python built for simple, elegant, Pythonic functional programming. +* [:octocat: fn.py](https://github.com/kachayev/fn.py) - :star: 3013 :fork_and_knife: 186 - Functional programming in Python: implementation of missing features to enjoy FP. +* [:octocat: funcy](https://github.com/Suor/funcy) - :star: 2325 :fork_and_knife: 114 - A fancy and practical functional tools. +* [:octocat: more-itertools](https://github.com/erikrose/more-itertools) - :star: 1403 :fork_and_knife: 135 - More routines for operating on iterables, beyond `itertools`. +* [:octocat: returns](https://github.com/dry-python/returns) - :star: 1166 :fork_and_knife: 36 - A set of type-safe monads, tranformers, and composition utilities. +* [:octocat: Toolz](https://github.com/pytoolz/toolz) - :star: 2743 :fork_and_knife: 195 - A collection of functional utilities for iterators, functions, and dictionaries. +* [:octocat: CyToolz](https://github.com/pytoolz/cytoolz/) - :star: 717 :fork_and_knife: 52 - Cython implementation of `Toolz`: High performance functional utilities. ## GUI Development *Libraries for working with graphical user interface applications.* * [:earth_americas: curses](https://docs.python.org/3/library/curses.html) - Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal GUI applications. -* [:octocat: Eel](https://github.com/ChrisKnott/Eel) - :star: 3601 :fork_and_knife: 338 - A library for making simple Electron-like offline HTML/JS GUI apps. -* [:octocat: enaml](https://github.com/nucleic/enaml) - :star: 868 :fork_and_knife: 96 - Creating beautiful user-interfaces with Declarative Syntax like QML. -* [:octocat: Flexx](https://github.com/zoofIO/flexx) - :star: 2327 :fork_and_knife: 222 - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering. -* [:octocat: Gooey](https://github.com/chriskiehl/Gooey) - :star: 8874 :fork_and_knife: 520 - Turn command line programs into a full GUI application with one line. +* [:octocat: Eel](https://github.com/ChrisKnott/Eel) - :star: 3611 :fork_and_knife: 338 - A library for making simple Electron-like offline HTML/JS GUI apps. +* [:octocat: enaml](https://github.com/nucleic/enaml) - :star: 869 :fork_and_knife: 96 - Creating beautiful user-interfaces with Declarative Syntax like QML. +* [:octocat: Flexx](https://github.com/zoofIO/flexx) - :star: 2331 :fork_and_knife: 223 - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering. +* [:octocat: Gooey](https://github.com/chriskiehl/Gooey) - :star: 8895 :fork_and_knife: 521 - Turn command line programs into a full GUI application with one line. * [:earth_americas: kivy](https://kivy.org/) - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS. * [:earth_americas: pyglet](https://bitbucket.org/pyglet/pyglet/wiki/Home) - A cross-platform windowing and multimedia library for Python. * [:earth_americas: PyGObject](https://wiki.gnome.org/Projects/PyGObject) - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3). * [:earth_americas: PyQt](https://riverbankcomputing.com/software/pyqt/intro) - Python bindings for the [Qt](https://www.qt.io/) cross-platform application and UI framework. -* [:octocat: PySimpleGUI](https://github.com/PySimpleGUI/PySimpleGUI) - :star: 3869 :fork_and_knife: 602 - Wrapper for tkinter, Qt, WxPython and Remi. -* [:octocat: pywebview](https://github.com/r0x0r/pywebview/) - :star: 1876 :fork_and_knife: 247 - A lightweight cross-platform native wrapper around a webview component. +* [:octocat: PySimpleGUI](https://github.com/PySimpleGUI/PySimpleGUI) - :star: 3913 :fork_and_knife: 613 - Wrapper for tkinter, Qt, WxPython and Remi. +* [:octocat: pywebview](https://github.com/r0x0r/pywebview/) - :star: 1884 :fork_and_knife: 249 - A lightweight cross-platform native wrapper around a webview component. * [:earth_americas: Tkinter](https://wiki.python.org/moin/TkInter) - Tkinter is Python's de-facto standard GUI package. -* [:octocat: Toga](https://github.com/pybee/toga) - :star: 2291 :fork_and_knife: 410 - A Python native, OS native GUI toolkit. +* [:octocat: Toga](https://github.com/pybee/toga) - :star: 2299 :fork_and_knife: 410 - A Python native, OS native GUI toolkit. * [:earth_americas: urwid](http://urwid.org/) - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc. * [:earth_americas: wxPython](https://wxpython.org/) - A blending of the wxWidgets C++ class library with the Python. @@ -657,7 +657,7 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: tartiflette](https://tartiflette.io) - SDL-first GraphQL engine implementation for Python 3.6+ and asyncio. * [:octocat: tartiflette-aiohttp](https://github.com/tartiflette/tartiflette-aiohttp/) - :star: 41 :fork_and_knife: 4 - An `aiohttp`-based wrapper for Tartiflette to expose GraphQL APIs over HTTP. -* [:octocat: tartiflette-asgi](https://github.com/tartiflette/tartiflette-asgi/) - :star: 60 :fork_and_knife: 9 - ASGI support for the Tartiflette GraphQL engine. +* [:octocat: tartiflette-asgi](https://github.com/tartiflette/tartiflette-asgi/) - :star: 61 :fork_and_knife: 9 - ASGI support for the Tartiflette GraphQL engine. ## Game Development @@ -676,11 +676,11 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for geocoding addresses and working with latitudes and longitudes.* -* [:octocat: django-countries](https://github.com/SmileyChris/django-countries) - :star: 820 :fork_and_knife: 199 - A Django app that provides a country field for models and forms. +* [:octocat: django-countries](https://github.com/SmileyChris/django-countries) - :star: 825 :fork_and_knife: 202 - A Django app that provides a country field for models and forms. * [:earth_americas: GeoDjango](https://docs.djangoproject.com/en/dev/ref/contrib/gis/) - A world-class geographic web framework. * [:octocat: GeoIP](https://github.com/maxmind/geoip-api-python) - :star: 207 :fork_and_knife: 62 - Python API for MaxMind GeoIP Legacy Database. -* [:octocat: geojson](https://github.com/frewsxcv/python-geojson) - :star: 549 :fork_and_knife: 71 - Python bindings and utilities for GeoJSON. -* [:octocat: geopy](https://github.com/geopy/geopy) - :star: 2877 :fork_and_knife: 497 - Python Geocoding Toolbox. +* [:octocat: geojson](https://github.com/frewsxcv/python-geojson) - :star: 550 :fork_and_knife: 71 - Python bindings and utilities for GeoJSON. +* [:octocat: geopy](https://github.com/geopy/geopy) - :star: 2886 :fork_and_knife: 498 - Python Geocoding Toolbox. * [:octocat: pygeoip](https://github.com/appliedsec/pygeoip) - :star: 483 :fork_and_knife: 109 - Pure Python GeoIP API. ## HTML Manipulation @@ -688,39 +688,39 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with HTML and XML.* * [:earth_americas: BeautifulSoup](https://www.crummy.com/software/BeautifulSoup/bs4/doc/) - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML. -* [:octocat: bleach](https://github.com/mozilla/bleach) - :star: 1925 :fork_and_knife: 213 - A whitelist-based HTML sanitization and text linkification library. +* [:octocat: bleach](https://github.com/mozilla/bleach) - :star: 1930 :fork_and_knife: 213 - A whitelist-based HTML sanitization and text linkification library. * [:earth_americas: cssutils](https://pypi.org/project/cssutils/) - A CSS library for Python. -* [:octocat: html5lib](https://github.com/html5lib/html5lib-python) - :star: 844 :fork_and_knife: 240 - A standards-compliant library for parsing and serializing HTML documents and fragments. +* [:octocat: html5lib](https://github.com/html5lib/html5lib-python) - :star: 846 :fork_and_knife: 240 - A standards-compliant library for parsing and serializing HTML documents and fragments. * [:earth_americas: lxml](http://lxml.de/) - A very fast, easy-to-use and versatile library for handling HTML and XML. -* [:octocat: MarkupSafe](https://github.com/pallets/markupsafe) - :star: 325 :fork_and_knife: 88 - Implements a XML/HTML/XHTML Markup safe string for Python. -* [:octocat: pyquery](https://github.com/gawel/pyquery) - :star: 1853 :fork_and_knife: 156 - A jQuery-like library for parsing HTML. -* [:octocat: untangle](https://github.com/stchris/untangle) - :star: 466 :fork_and_knife: 64 - Converts XML documents to Python objects for easy access. +* [:octocat: MarkupSafe](https://github.com/pallets/markupsafe) - :star: 329 :fork_and_knife: 89 - Implements a XML/HTML/XHTML Markup safe string for Python. +* [:octocat: pyquery](https://github.com/gawel/pyquery) - :star: 1854 :fork_and_knife: 157 - A jQuery-like library for parsing HTML. +* [:octocat: untangle](https://github.com/stchris/untangle) - :star: 464 :fork_and_knife: 64 - Converts XML documents to Python objects for easy access. * [:earth_americas: WeasyPrint](http://weasyprint.org) - A visual rendering engine for HTML and CSS that can export to PDF. * [:earth_americas: xmldataset](https://xmldataset.readthedocs.io/en/latest/) - Simple XML Parsing. -* [:octocat: xmltodict](https://github.com/martinblech/xmltodict) - :star: 3983 :fork_and_knife: 388 - Working with XML feel like you are working with JSON. +* [:octocat: xmltodict](https://github.com/martinblech/xmltodict) - :star: 3989 :fork_and_knife: 389 - Working with XML feel like you are working with JSON. ## HTTP Clients *Libraries for working with HTTP.* -* [:octocat: grequests](https://github.com/spyoungtech/grequests) - :star: 3413 :fork_and_knife: 302 - requests + gevent for asynchronous HTTP requests. +* [:octocat: grequests](https://github.com/spyoungtech/grequests) - :star: 3420 :fork_and_knife: 303 - requests + gevent for asynchronous HTTP requests. * [:octocat: httplib2](https://github.com/httplib2/httplib2) - :star: 367 :fork_and_knife: 123 - Comprehensive HTTP client library. -* [:octocat: httpx](https://github.com/encode/httpx) - :star: 4947 :fork_and_knife: 291 - A next generation HTTP client for Python. -* [:octocat: requests](https://github.com/psf/requests) - :star: 42739 :fork_and_knife: 7742 - HTTP Requests for Humans. +* [:octocat: httpx](https://github.com/encode/httpx) - :star: 4988 :fork_and_knife: 295 - A next generation HTTP client for Python. +* [:octocat: requests](https://github.com/psf/requests) - :star: 42796 :fork_and_knife: 7757 - HTTP Requests for Humans. * [:octocat: treq](https://github.com/twisted/treq) - :star: 503 :fork_and_knife: 136 - Python requests like API built on top of Twisted's HTTP client. -* [:octocat: urllib3](https://github.com/shazow/urllib3) - :star: 2356 :fork_and_knife: 757 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. +* [:octocat: urllib3](https://github.com/shazow/urllib3) - :star: 2358 :fork_and_knife: 756 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. ## Hardware *Libraries for programming with hardware.* * [:earth_americas: ino](http://inotool.org/) - Command line toolkit for working with [Arduino](https://www.arduino.cc/). -* [:octocat: keyboard](https://github.com/boppreh/keyboard) - :star: 1902 :fork_and_knife: 228 - Hook and simulate global keyboard events on Windows and Linux. +* [:octocat: keyboard](https://github.com/boppreh/keyboard) - :star: 1908 :fork_and_knife: 227 - Hook and simulate global keyboard events on Windows and Linux. * [:octocat: mouse](https://github.com/boppreh/mouse) - :star: 308 :fork_and_knife: 51 - Hook and simulate global mouse events on Windows and Linux. * [:earth_americas: Pingo](http://www.pingo.io/) - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc. -* [:octocat: PyUserInput](https://github.com/SavinaRoja/PyUserInput) - :star: 921 :fork_and_knife: 232 - A module for cross-platform control of the mouse and keyboard. -* [:octocat: scapy](https://github.com/secdev/scapy) - :star: 5313 :fork_and_knife: 1221 - A brilliant packet manipulation library. -* [:octocat: wifi](https://github.com/rockymeza/wifi) - :star: 265 :fork_and_knife: 136 - A Python library and command line tool for working with WiFi on Linux. +* [:octocat: PyUserInput](https://github.com/SavinaRoja/PyUserInput) - :star: 922 :fork_and_knife: 233 - A module for cross-platform control of the mouse and keyboard. +* [:octocat: scapy](https://github.com/secdev/scapy) - :star: 5332 :fork_and_knife: 1231 - A brilliant packet manipulation library. +* [:octocat: wifi](https://github.com/rockymeza/wifi) - :star: 264 :fork_and_knife: 137 - A Python library and command line tool for working with WiFi on Linux. ## Image Processing @@ -728,50 +728,50 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: hmap](https://github.com/rossgoodwin/hmap) - :star: 176 :fork_and_knife: 21 - Image histogram remapping. * [:earth_americas: imgSeek](https://sourceforge.net/projects/imgseek/) - A project for searching a collection of images using visual similarity. -* [:octocat: nude.py](https://github.com/hhatto/nude.py) - :star: 730 :fork_and_knife: 122 - Nudity detection. -* [:octocat: pagan](https://github.com/daboth/pagan) - :star: 186 :fork_and_knife: 22 - Retro identicon (Avatar) generation based on input string and hash. -* [:octocat: pillow](https://github.com/python-pillow/Pillow) - :star: 7438 :fork_and_knife: 1461 - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork. +* [:octocat: nude.py](https://github.com/hhatto/nude.py) - :star: 731 :fork_and_knife: 122 - Nudity detection. +* [:octocat: pagan](https://github.com/daboth/pagan) - :star: 187 :fork_and_knife: 22 - Retro identicon (Avatar) generation based on input string and hash. +* [:octocat: pillow](https://github.com/python-pillow/Pillow) - :star: 7465 :fork_and_knife: 1464 - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork. * [:earth_americas: pyBarcode](https://pythonhosted.org/pyBarcode/) - Create barcodes in Python without needing PIL. -* [:octocat: pygram](https://github.com/ajkumar25/pygram) - :star: 91 :fork_and_knife: 13 - Instagram-like image filters. -* [:octocat: python-qrcode](https://github.com/lincolnloop/python-qrcode) - :star: 2127 :fork_and_knife: 392 - A pure Python QR Code generator. -* [:octocat: Quads](https://github.com/fogleman/Quads) - :star: 931 :fork_and_knife: 104 - Computer art based on quadtrees. +* [:octocat: pygram](https://github.com/ajkumar25/pygram) - :star: 90 :fork_and_knife: 12 - Instagram-like image filters. +* [:octocat: python-qrcode](https://github.com/lincolnloop/python-qrcode) - :star: 2137 :fork_and_knife: 394 - A pure Python QR Code generator. +* [:octocat: Quads](https://github.com/fogleman/Quads) - :star: 935 :fork_and_knife: 104 - Computer art based on quadtrees. * [:earth_americas: scikit-image](http://scikit-image.org/) - A Python library for (scientific) image processing. -* [:octocat: thumbor](https://github.com/thumbor/thumbor) - :star: 7756 :fork_and_knife: 677 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. -* [:octocat: wand](https://github.com/dahlia/wand) - :star: 998 :fork_and_knife: 184 - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick. +* [:octocat: thumbor](https://github.com/thumbor/thumbor) - :star: 7778 :fork_and_knife: 678 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. +* [:octocat: wand](https://github.com/dahlia/wand) - :star: 1000 :fork_and_knife: 184 - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick. ## Implementations *Implementations of Python.* -* [:octocat: CPython](https://github.com/python/cpython) - :star: 31828 :fork_and_knife: 15029 - **Default, most widely used implementation of the Python programming language written in C.** +* [:octocat: CPython](https://github.com/python/cpython) - :star: 31964 :fork_and_knife: 15123 - **Default, most widely used implementation of the Python programming language written in C.** * [:earth_americas: Cython](http://cython.org/) - Optimizing Static Compiler for Python. -* [:octocat: CLPython](https://github.com/metawilm/cl-python) - :star: 293 :fork_and_knife: 34 - Implementation of the Python programming language written in Common Lisp. -* [:octocat: Grumpy](https://github.com/google/grumpy) - :star: 10068 :fork_and_knife: 650 - More compiler than interpreter as more powerful CPython2.7 replacement (alpha). -* [:octocat: IronPython](https://github.com/IronLanguages/ironpython3) - :star: 1155 :fork_and_knife: 149 - Implementation of the Python programming language written in C#. +* [:octocat: CLPython](https://github.com/metawilm/cl-python) - :star: 294 :fork_and_knife: 34 - Implementation of the Python programming language written in Common Lisp. +* [:octocat: Grumpy](https://github.com/google/grumpy) - :star: 10070 :fork_and_knife: 650 - More compiler than interpreter as more powerful CPython2.7 replacement (alpha). +* [:octocat: IronPython](https://github.com/IronLanguages/ironpython3) - :star: 1159 :fork_and_knife: 148 - Implementation of the Python programming language written in C#. * [:earth_americas: Jython](https://hg.python.org/jython) - Implementation of Python programming language written in Java for the JVM. -* [:octocat: MicroPython](https://github.com/micropython/micropython) - :star: 10628 :fork_and_knife: 3446 - A lean and efficient Python programming language implementation. +* [:octocat: MicroPython](https://github.com/micropython/micropython) - :star: 10675 :fork_and_knife: 3464 - A lean and efficient Python programming language implementation. * [:earth_americas: Numba](http://numba.pydata.org/) - Python JIT compiler to LLVM aimed at scientific Python. * [:octocat: PeachPy](https://github.com/Maratyszcza/PeachPy) - :star: 1411 :fork_and_knife: 123 - x86-64 assembler embedded in Python. * [:octocat: Pyjion](https://github.com/Microsoft/Pyjion) - :star: 1330 :fork_and_knife: 67 - A JIT for Python based upon CoreCLR. * [:earth_americas: PyPy](https://foss.heptapod.net/pypy/pypy) - A very fast and compliant implementation of the Python language. -* [:octocat: Pyston](https://github.com/dropbox/pyston) - :star: 4522 :fork_and_knife: 306 - A Python implementation using JIT techniques. -* [:octocat: Stackless Python](https://github.com/stackless-dev/stackless) - :star: 592 :fork_and_knife: 41 - An enhanced version of the Python programming language. +* [:octocat: Pyston](https://github.com/dropbox/pyston) - :star: 4521 :fork_and_knife: 306 - A Python implementation using JIT techniques. +* [:octocat: Stackless Python](https://github.com/stackless-dev/stackless) - :star: 595 :fork_and_knife: 41 - An enhanced version of the Python programming language. ## Interactive Interpreter *Interactive Python interpreters (REPL).* -* [:octocat: bpython](https://github.com/bpython/bpython) - :star: 1500 :fork_and_knife: 170 - A fancy interface to the Python interpreter. +* [:octocat: bpython](https://github.com/bpython/bpython) - :star: 1505 :fork_and_knife: 173 - A fancy interface to the Python interpreter. * [:earth_americas: Jupyter Notebook (IPython)](https://jupyter.org) - A rich toolkit to help you make the most out of using Python interactively. - * [:octocat: awesome-jupyter](https://github.com/markusschanta/awesome-jupyter) - :star: 1688 :fork_and_knife: 222 -* [:octocat: ptpython](https://github.com/jonathanslenders/ptpython) - :star: 3660 :fork_and_knife: 203 - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit). + * [:octocat: awesome-jupyter](https://github.com/markusschanta/awesome-jupyter) - :star: 1699 :fork_and_knife: 223 +* [:octocat: ptpython](https://github.com/jonathanslenders/ptpython) - :star: 3667 :fork_and_knife: 204 - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit). ## Internationalization *Libraries for working with i18n.* * [:earth_americas: Babel](http://babel.pocoo.org/en/latest/) - An internationalization library for Python. -* [:octocat: PyICU](https://github.com/ovalhub/pyicu) - :star: 112 :fork_and_knife: 45 - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)). +* [:octocat: PyICU](https://github.com/ovalhub/pyicu) - :star: 113 :fork_and_knife: 46 - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)). ## Job Scheduler @@ -780,11 +780,11 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: APScheduler](http://apscheduler.readthedocs.io/en/latest/) - A light but powerful in-process task scheduler that lets you schedule functions. * [:octocat: django-schedule](https://github.com/thauber/django-schedule) - :star: 774 :fork_and_knife: 287 - A calendaring app for Django. * [:earth_americas: doit](http://pydoit.org/) - A task runner and build tool. -* [:octocat: gunnery](https://github.com/gunnery/gunnery) - :star: 714 :fork_and_knife: 76 - Multipurpose task execution tool for distributed systems with web-based interface. +* [:octocat: gunnery](https://github.com/gunnery/gunnery) - :star: 715 :fork_and_knife: 76 - Multipurpose task execution tool for distributed systems with web-based interface. * [:earth_americas: Joblib](https://joblib.readthedocs.io/) - A set of tools to provide lightweight pipelining in Python. * [:octocat: Plan](https://github.com/fengsp/plan) - :star: 1105 :fork_and_knife: 94 - Writing crontab file in Python like a charm. -* [:octocat: schedule](https://github.com/dbader/schedule) - :star: 7408 :fork_and_knife: 686 - Python job scheduling for humans. -* [:octocat: Spiff](https://github.com/knipknap/SpiffWorkflow) - :star: 887 :fork_and_knife: 209 - A powerful workflow engine implemented in pure Python. +* [:octocat: schedule](https://github.com/dbader/schedule) - :star: 7426 :fork_and_knife: 689 - Python job scheduling for humans. +* [:octocat: Spiff](https://github.com/knipknap/SpiffWorkflow) - :star: 890 :fork_and_knife: 210 - A powerful workflow engine implemented in pure Python. * [:earth_americas: TaskFlow](https://docs.openstack.org/developer/taskflow/) - A Python library that helps to make task execution easy, consistent and reliable. * [:earth_americas: Airflow](https://airflow.apache.org/) - Airflow is a platform to programmatically author, schedule and monitor workflows. @@ -792,22 +792,22 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for generating and working with logs.* -* [:octocat: Eliot](https://github.com/ScatterHQ/eliot) - :star: 752 :fork_and_knife: 49 - Logging for complex & distributed systems. +* [:octocat: Eliot](https://github.com/ScatterHQ/eliot) - :star: 753 :fork_and_knife: 49 - Logging for complex & distributed systems. * [:earth_americas: logbook](http://logbook.readthedocs.io/en/stable/) - Logging replacement for Python. * [:earth_americas: logging](https://docs.python.org/3/library/logging.html) - (Python standard library) Logging facility for Python. -* [:octocat: raven](https://github.com/getsentry/raven-python) - :star: 1668 :fork_and_knife: 803 - Python client for Sentry, a log/error tracking, crash reporting and aggregation platform for web applications. +* [:octocat: raven](https://github.com/getsentry/raven-python) - :star: 1667 :fork_and_knife: 802 - Python client for Sentry, a log/error tracking, crash reporting and aggregation platform for web applications. ## Machine Learning *Libraries for Machine Learning. Also see [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning#python).* -* [:octocat: H2O](https://github.com/h2oai/h2o-3) - :star: 4829 :fork_and_knife: 1734 - Open Source Fast Scalable Machine Learning Platform. -* [:octocat: Metrics](https://github.com/benhamner/Metrics) - :star: 1325 :fork_and_knife: 414 - Machine learning evaluation metrics. -* [:octocat: NuPIC](https://github.com/numenta/nupic) - :star: 6094 :fork_and_knife: 1582 - Numenta Platform for Intelligent Computing. +* [:octocat: H2O](https://github.com/h2oai/h2o-3) - :star: 4852 :fork_and_knife: 1742 - Open Source Fast Scalable Machine Learning Platform. +* [:octocat: Metrics](https://github.com/benhamner/Metrics) - :star: 1325 :fork_and_knife: 415 - Machine learning evaluation metrics. +* [:octocat: NuPIC](https://github.com/numenta/nupic) - :star: 6097 :fork_and_knife: 1581 - Numenta Platform for Intelligent Computing. * [:earth_americas: scikit-learn](http://scikit-learn.org/) - The most popular Python library for Machine Learning. * [:earth_americas: Spark ML](http://spark.apache.org/docs/latest/ml-guide.html) - [Apache Spark](http://spark.apache.org/)'s scalable Machine Learning library. * [:octocat: vowpal_porpoise](https://github.com/josephreisinger/vowpal_porpoise) - :star: 152 :fork_and_knife: 30 - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). -* [:octocat: xgboost](https://github.com/dmlc/xgboost) - :star: 19209 :fork_and_knife: 7563 - A scalable, portable, and distributed gradient boosting library. +* [:octocat: xgboost](https://github.com/dmlc/xgboost) - :star: 19261 :fork_and_knife: 7569 - A scalable, portable, and distributed gradient boosting library. ## Microsoft Windows @@ -815,18 +815,18 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: Python(x,y)](http://python-xy.github.io/) - Scientific-applications-oriented Python Distribution based on Qt and Spyder. * [:earth_americas: pythonlibs](http://www.lfd.uci.edu/~gohlke/pythonlibs/) - Unofficial Windows binaries for Python extension packages. -* [:octocat: PythonNet](https://github.com/pythonnet/pythonnet) - :star: 2128 :fork_and_knife: 399 - Python Integration with the .NET Common Language Runtime (CLR). -* [:octocat: PyWin32](https://github.com/mhammond/pywin32) - :star: 2335 :fork_and_knife: 477 - Python Extensions for Windows. +* [:octocat: PythonNet](https://github.com/pythonnet/pythonnet) - :star: 2133 :fork_and_knife: 400 - Python Integration with the .NET Common Language Runtime (CLR). +* [:octocat: PyWin32](https://github.com/mhammond/pywin32) - :star: 2355 :fork_and_knife: 484 - Python Extensions for Windows. * [:earth_americas: WinPython](https://winpython.github.io/) - Portable development environment for Windows 7/8. ## Miscellaneous *Useful libraries or tools that don't fit in the categories above.* -* [:octocat: blinker](https://github.com/jek/blinker) - :star: 1078 :fork_and_knife: 141 - A fast Python in-process signal/event dispatching system. -* [:octocat: boltons](https://github.com/mahmoud/boltons) - :star: 5163 :fork_and_knife: 276 - A set of pure-Python utilities. -* [:octocat: itsdangerous](https://github.com/pallets/itsdangerous) - :star: 2004 :fork_and_knife: 173 - Various helpers to pass trusted data to untrusted environments. -* [:octocat: pluginbase](https://github.com/mitsuhiko/pluginbase) - :star: 881 :fork_and_knife: 131 - A simple but flexible plugin system for Python. +* [:octocat: blinker](https://github.com/jek/blinker) - :star: 1084 :fork_and_knife: 141 - A fast Python in-process signal/event dispatching system. +* [:octocat: boltons](https://github.com/mahmoud/boltons) - :star: 5170 :fork_and_knife: 278 - A set of pure-Python utilities. +* [:octocat: itsdangerous](https://github.com/pallets/itsdangerous) - :star: 2005 :fork_and_knife: 173 - Various helpers to pass trusted data to untrusted environments. +* [:octocat: pluginbase](https://github.com/mitsuhiko/pluginbase) - :star: 883 :fork_and_knife: 132 - A simple but flexible plugin system for Python. * [:earth_americas: tryton](http://www.tryton.org/) - A general purpose business framework. ## Natural Language Processing @@ -834,35 +834,35 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with human languages.* - General - * [:octocat: gensim](https://github.com/RaRe-Technologies/gensim) - :star: 10875 :fork_and_knife: 3760 - Topic Modeling for Humans. - * [:octocat: langid.py](https://github.com/saffsd/langid.py) - :star: 1605 :fork_and_knife: 262 - Stand-alone language identification system. + * [:octocat: gensim](https://github.com/RaRe-Technologies/gensim) - :star: 10906 :fork_and_knife: 3766 - Topic Modeling for Humans. + * [:octocat: langid.py](https://github.com/saffsd/langid.py) - :star: 1610 :fork_and_knife: 263 - Stand-alone language identification system. * [:earth_americas: nltk](http://www.nltk.org/) - A leading platform for building Python programs to work with human language data. - * [:octocat: pattern](https://github.com/clips/pattern) - :star: 7427 :fork_and_knife: 1484 - A web mining module. - * [:octocat: polyglot](https://github.com/aboSamoor/polyglot) - :star: 1599 :fork_and_knife: 278 - Natural language pipeline supporting hundreds of languages. - * [:octocat: pytext](https://github.com/facebookresearch/pytext) - :star: 5885 :fork_and_knife: 720 - A natural language modeling framework based on PyTorch. - * [:octocat: PyTorch-NLP](https://github.com/PetrochukM/PyTorch-NLP) - :star: 1718 :fork_and_knife: 203 - A toolkit enabling rapid deep learning NLP prototyping for research. + * [:octocat: pattern](https://github.com/clips/pattern) - :star: 7431 :fork_and_knife: 1487 - A web mining module. + * [:octocat: polyglot](https://github.com/aboSamoor/polyglot) - :star: 1607 :fork_and_knife: 279 - Natural language pipeline supporting hundreds of languages. + * [:octocat: pytext](https://github.com/facebookresearch/pytext) - :star: 5893 :fork_and_knife: 724 - A natural language modeling framework based on PyTorch. + * [:octocat: PyTorch-NLP](https://github.com/PetrochukM/PyTorch-NLP) - :star: 1725 :fork_and_knife: 206 - A toolkit enabling rapid deep learning NLP prototyping for research. * [:earth_americas: spacy](https://spacy.io/) - A library for industrial-strength natural language processing in Python and Cython. - * [:octocat: Stanza](https://github.com/stanfordnlp/stanza) - :star: 4265 :fork_and_knife: 538 - The Stanford NLP Group's official Python library, supporting 60+ languages. + * [:octocat: Stanza](https://github.com/stanfordnlp/stanza) - :star: 4294 :fork_and_knife: 541 - The Stanford NLP Group's official Python library, supporting 60+ languages. - Chinese - * [:octocat: jieba](https://github.com/fxsjy/jieba) - :star: 23196 :fork_and_knife: 5723 - The most popular Chinese text segmentation library. - * [:octocat: pkuseg-python](https://github.com/lancopku/pkuseg-python) - :star: 4862 :fork_and_knife: 773 - A toolkit for Chinese word segmentation in various domains. - * [:octocat: snownlp](https://github.com/isnowfy/snownlp) - :star: 4788 :fork_and_knife: 1173 - A library for processing Chinese text. - * [:octocat: funNLP](https://github.com/fighting41love/funNLP) - :star: 21293 :fork_and_knife: 6420 - A collection of tools and datasets for Chinese NLP. + * [:octocat: jieba](https://github.com/fxsjy/jieba) - :star: 23278 :fork_and_knife: 5741 - The most popular Chinese text segmentation library. + * [:octocat: pkuseg-python](https://github.com/lancopku/pkuseg-python) - :star: 4882 :fork_and_knife: 776 - A toolkit for Chinese word segmentation in various domains. + * [:octocat: snownlp](https://github.com/isnowfy/snownlp) - :star: 4799 :fork_and_knife: 1173 - A library for processing Chinese text. + * [:octocat: funNLP](https://github.com/fighting41love/funNLP) - :star: 21517 :fork_and_knife: 6489 - A collection of tools and datasets for Chinese NLP. ## Network Virtualization *Tools and libraries for Virtual Networking and SDN (Software Defined Networking).* -* [:octocat: mininet](https://github.com/mininet/mininet) - :star: 3419 :fork_and_knife: 1378 - A popular network emulator and API written in Python. -* [:octocat: napalm](https://github.com/napalm-automation/napalm) - :star: 1493 :fork_and_knife: 425 - Cross-vendor API to manipulate network devices. +* [:octocat: mininet](https://github.com/mininet/mininet) - :star: 3425 :fork_and_knife: 1379 - A popular network emulator and API written in Python. +* [:octocat: napalm](https://github.com/napalm-automation/napalm) - :star: 1497 :fork_and_knife: 424 - Cross-vendor API to manipulate network devices. * [:octocat: pox](https://github.com/noxrepo/pox) - :star: 489 :fork_and_knife: 433 - A Python-based SDN control applications, such as OpenFlow SDN controllers. ## News Feed *Libraries for building user's activities.* -* [:octocat: django-activity-stream](https://github.com/justquick/django-activity-stream) - :star: 1747 :fork_and_knife: 447 - Generating generic activity streams from the actions on your site. -* [:octocat: Stream Framework](https://github.com/tschellenbach/Stream-Framework) - :star: 4316 :fork_and_knife: 532 - Building news feed and notification systems using Cassandra and Redis. +* [:octocat: django-activity-stream](https://github.com/justquick/django-activity-stream) - :star: 1752 :fork_and_knife: 447 - Generating generic activity streams from the actions on your site. +* [:octocat: Stream Framework](https://github.com/tschellenbach/Stream-Framework) - :star: 4325 :fork_and_knife: 534 - Building news feed and notification systems using Cassandra and Redis. ## ORM @@ -871,18 +871,18 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * Relational Databases * [:earth_americas: Django Models](https://docs.djangoproject.com/en/dev/topics/db/models/) - The Django ORM. * [:earth_americas: SQLAlchemy](https://www.sqlalchemy.org/) - The Python SQL Toolkit and Object Relational Mapper. - * [:octocat: awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) - :star: 2081 :fork_and_knife: 122 - * [:octocat: dataset](https://github.com/pudo/dataset) - :star: 3815 :fork_and_knife: 245 - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL. - * [:octocat: orator](https://github.com/sdispater/orator) - :star: 1088 :fork_and_knife: 144 - The Orator ORM provides a simple yet beautiful ActiveRecord implementation. - * [:octocat: orm](https://github.com/encode/orm) - :star: 943 :fork_and_knife: 47 - An async ORM. - * [:octocat: peewee](https://github.com/coleifer/peewee) - :star: 7596 :fork_and_knife: 1206 - A small, expressive ORM. - * [:octocat: pony](https://github.com/ponyorm/pony/) - :star: 2206 :fork_and_knife: 172 - ORM that provides a generator-oriented interface to SQL. - * [:octocat: pydal](https://github.com/web2py/pydal/) - :star: 313 :fork_and_knife: 109 - A pure Python Database Abstraction Layer. + * [:octocat: awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) - :star: 2085 :fork_and_knife: 121 + * [:octocat: dataset](https://github.com/pudo/dataset) - :star: 3826 :fork_and_knife: 245 - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL. + * [:octocat: orator](https://github.com/sdispater/orator) - :star: 1091 :fork_and_knife: 143 - The Orator ORM provides a simple yet beautiful ActiveRecord implementation. + * [:octocat: orm](https://github.com/encode/orm) - :star: 947 :fork_and_knife: 48 - An async ORM. + * [:octocat: peewee](https://github.com/coleifer/peewee) - :star: 7609 :fork_and_knife: 1209 - A small, expressive ORM. + * [:octocat: pony](https://github.com/ponyorm/pony/) - :star: 2215 :fork_and_knife: 173 - ORM that provides a generator-oriented interface to SQL. + * [:octocat: pydal](https://github.com/web2py/pydal/) - :star: 316 :fork_and_knife: 110 - A pure Python Database Abstraction Layer. * NoSQL Databases * [:octocat: hot-redis](https://github.com/stephenmcd/hot-redis) - :star: 261 :fork_and_knife: 25 - Rich Python data types for Redis. - * [:octocat: mongoengine](https://github.com/MongoEngine/mongoengine) - :star: 3177 :fork_and_knife: 1100 - A Python Object-Document-Mapper for working with MongoDB. - * [:octocat: PynamoDB](https://github.com/pynamodb/PynamoDB) - :star: 1262 :fork_and_knife: 315 - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). - * [:octocat: redisco](https://github.com/kiddouk/redisco) - :star: 431 :fork_and_knife: 85 - A Python Library for Simple Models and Containers Persisted in Redis. + * [:octocat: mongoengine](https://github.com/MongoEngine/mongoengine) - :star: 3188 :fork_and_knife: 1099 - A Python Object-Document-Mapper for working with MongoDB. + * [:octocat: PynamoDB](https://github.com/pynamodb/PynamoDB) - :star: 1270 :fork_and_knife: 315 - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). + * [:octocat: redisco](https://github.com/kiddouk/redisco) - :star: 431 :fork_and_knife: 86 - A Python Library for Simple Models and Containers Persisted in Redis. ## Package Management @@ -890,46 +890,46 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: pip](https://pip.pypa.io/en/stable/) - The package installer for Python. * [:earth_americas: PyPI](https://pypi.org/) - * [:octocat: pip-tools](https://github.com/jazzband/pip-tools) - :star: 4308 :fork_and_knife: 382 - A set of tools to keep your pinned Python dependencies fresh. -* [:octocat: poetry](https://github.com/sdispater/poetry) - :star: 11020 :fork_and_knife: 772 - Python dependency management and packaging made easy. -* [:octocat: conda](https://github.com/conda/conda/) - :star: 3642 :fork_and_knife: 920 - Cross-platform, Python-agnostic binary package manager. + * [:octocat: pip-tools](https://github.com/jazzband/pip-tools) - :star: 4325 :fork_and_knife: 383 - A set of tools to keep your pinned Python dependencies fresh. +* [:octocat: poetry](https://github.com/sdispater/poetry) - :star: 11102 :fork_and_knife: 788 - Python dependency management and packaging made easy. +* [:octocat: conda](https://github.com/conda/conda/) - :star: 3652 :fork_and_knife: 925 - Cross-platform, Python-agnostic binary package manager. ## Package Repositories *Local PyPI repository server and proxies.* -* [:octocat: warehouse](https://github.com/pypa/warehouse) - :star: 2420 :fork_and_knife: 702 - Next generation Python Package Repository (PyPI). -* [:octocat: bandersnatch](https://github.com/pypa/bandersnatch/) - :star: 174 :fork_and_knife: 73 - PyPI mirroring tool provided by Python Packaging Authority (PyPA). -* [:octocat: devpi](https://github.com/devpi/devpi) - :star: 386 :fork_and_knife: 74 - PyPI server and packaging/testing/release tool. -* [:octocat: localshop](https://github.com/jazzband/localshop) - :star: 359 :fork_and_knife: 113 - Local PyPI server (custom packages and auto-mirroring of pypi). +* [:octocat: warehouse](https://github.com/pypa/warehouse) - :star: 2424 :fork_and_knife: 699 - Next generation Python Package Repository (PyPI). +* [:octocat: bandersnatch](https://github.com/pypa/bandersnatch/) - :star: 175 :fork_and_knife: 73 - PyPI mirroring tool provided by Python Packaging Authority (PyPA). +* [:octocat: devpi](https://github.com/devpi/devpi) - :star: 389 :fork_and_knife: 74 - PyPI server and packaging/testing/release tool. +* [:octocat: localshop](https://github.com/jazzband/localshop) - :star: 360 :fork_and_knife: 113 - Local PyPI server (custom packages and auto-mirroring of pypi). ## Permissions *Libraries that allow or deny users access to data or functionality.* -* [:octocat: django-guardian](https://github.com/django-guardian/django-guardian) - :star: 2654 :fork_and_knife: 485 - Implementation of per object permissions for Django 1.2+ -* [:octocat: django-rules](https://github.com/dfunckt/django-rules) - :star: 1066 :fork_and_knife: 87 - A tiny but powerful app providing object-level permissions to Django, without requiring a database. +* [:octocat: django-guardian](https://github.com/django-guardian/django-guardian) - :star: 2661 :fork_and_knife: 487 - Implementation of per object permissions for Django 1.2+ +* [:octocat: django-rules](https://github.com/dfunckt/django-rules) - :star: 1069 :fork_and_knife: 88 - A tiny but powerful app providing object-level permissions to Django, without requiring a database. ## Processes *Libraries for starting and communicating with OS processes.* -* [:octocat: delegator.py](https://github.com/amitt001/delegator.py) - :star: 1477 :fork_and_knife: 84 - [Subprocesses](https://docs.python.org/3/library/subprocess.html) for Humans 2.0. +* [:octocat: delegator.py](https://github.com/amitt001/delegator.py) - :star: 1479 :fork_and_knife: 85 - [Subprocesses](https://docs.python.org/3/library/subprocess.html) for Humans 2.0. * [:earth_americas: sarge](https://sarge.readthedocs.io/en/latest/) - Yet another wrapper for subprocess. -* [:octocat: sh](https://github.com/amoffat/sh) - :star: 5299 :fork_and_knife: 419 - A full-fledged subprocess replacement for Python. +* [:octocat: sh](https://github.com/amoffat/sh) - :star: 5306 :fork_and_knife: 419 - A full-fledged subprocess replacement for Python. ## Recommender Systems *Libraries for building recommender systems.* -* [:octocat: annoy](https://github.com/spotify/annoy) - :star: 7108 :fork_and_knife: 779 - Approximate Nearest Neighbors in C++/Python optimized for memory usage. +* [:octocat: annoy](https://github.com/spotify/annoy) - :star: 7139 :fork_and_knife: 783 - Approximate Nearest Neighbors in C++/Python optimized for memory usage. * [:octocat: fastFM](https://github.com/ibayer/fastFM) - :star: 848 :fork_and_knife: 192 - A library for Factorization Machines. -* [:octocat: implicit](https://github.com/benfred/implicit) - :star: 1959 :fork_and_knife: 436 - A fast Python implementation of collaborative filtering for implicit datasets. -* [:octocat: libffm](https://github.com/guestwalk/libffm) - :star: 1419 :fork_and_knife: 442 - A library for Field-aware Factorization Machine (FFM). -* [:octocat: lightfm](https://github.com/lyst/lightfm) - :star: 3131 :fork_and_knife: 531 - A Python implementation of a number of popular recommendation algorithms. -* [:octocat: spotlight](https://github.com/maciejkula/spotlight) - :star: 2157 :fork_and_knife: 336 - Deep recommender models using PyTorch. -* [:octocat: Surprise](https://github.com/NicolasHug/Surprise) - :star: 4056 :fork_and_knife: 756 - A scikit for building and analyzing recommender systems. -* [:octocat: tensorrec](https://github.com/jfkirk/tensorrec) - :star: 1052 :fork_and_knife: 197 - A Recommendation Engine Framework in TensorFlow. +* [:octocat: implicit](https://github.com/benfred/implicit) - :star: 1965 :fork_and_knife: 437 - A fast Python implementation of collaborative filtering for implicit datasets. +* [:octocat: libffm](https://github.com/guestwalk/libffm) - :star: 1420 :fork_and_knife: 442 - A library for Field-aware Factorization Machine (FFM). +* [:octocat: lightfm](https://github.com/lyst/lightfm) - :star: 3148 :fork_and_knife: 531 - A Python implementation of a number of popular recommendation algorithms. +* [:octocat: spotlight](https://github.com/maciejkula/spotlight) - :star: 2165 :fork_and_knife: 338 - Deep recommender models using PyTorch. +* [:octocat: Surprise](https://github.com/NicolasHug/Surprise) - :star: 4080 :fork_and_knife: 758 - A scikit for building and analyzing recommender systems. +* [:octocat: tensorrec](https://github.com/jfkirk/tensorrec) - :star: 1056 :fork_and_knife: 197 - A Recommendation Engine Framework in TensorFlow. ## Refactoring @@ -937,7 +937,7 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: Bicycle Repair Man](http://bicyclerepair.sourceforge.net/) - Bicycle Repair Man, a refactoring tool for Python. * [:earth_americas: Bowler](https://pybowler.io/) - Safe code refactoring for modern Python. - * [:octocat: Rope](https://github.com/python-rope/rope) - :star: 924 :fork_and_knife: 114 - Rope is a python refactoring library. + * [:octocat: Rope](https://github.com/python-rope/rope) - :star: 933 :fork_and_knife: 114 - Rope is a python refactoring library. ## RESTful API @@ -947,58 +947,58 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: django-rest-framework](http://www.django-rest-framework.org/) - A powerful and flexible toolkit to build web APIs. * [:earth_americas: django-tastypie](http://tastypieapi.org/) - Creating delicious APIs for Django apps. * Flask - * [:octocat: eve](https://github.com/pyeve/eve) - :star: 6113 :fork_and_knife: 709 - REST API framework powered by Flask, MongoDB and good intentions. - * [:octocat: flask-api](https://github.com/flask-api/flask-api) - :star: 1166 :fork_and_knife: 136 - Browsable Web APIs for Flask. - * [:octocat: flask-restful](https://github.com/flask-restful/flask-restful) - :star: 5609 :fork_and_knife: 883 - Quickly building REST APIs for Flask. + * [:octocat: eve](https://github.com/pyeve/eve) - :star: 6115 :fork_and_knife: 708 - REST API framework powered by Flask, MongoDB and good intentions. + * [:octocat: flask-api](https://github.com/flask-api/flask-api) - :star: 1168 :fork_and_knife: 136 - Browsable Web APIs for Flask. + * [:octocat: flask-restful](https://github.com/flask-restful/flask-restful) - :star: 5613 :fork_and_knife: 887 - Quickly building REST APIs for Flask. * Pyramid * [:octocat: cornice](https://github.com/Cornices/cornice) - :star: 360 :fork_and_knife: 146 - A RESTful framework for Pyramid. * Framework agnostic - * [:octocat: apistar](https://github.com/encode/apistar) - :star: 5469 :fork_and_knife: 427 - A smart Web API framework, designed for Python 3. - * [:octocat: falcon](https://github.com/falconry/falcon) - :star: 7784 :fork_and_knife: 786 - A high-performance framework for building cloud APIs and web app backends. - * [:octocat: fastapi](https://github.com/tiangolo/fastapi) - :star: 15100 :fork_and_knife: 1023 - A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints. - * [:octocat: hug](https://github.com/hugapi/hug) - :star: 6258 :fork_and_knife: 363 - A Python 3 framework for cleanly exposing APIs. - * [:octocat: sandman2](https://github.com/jeffknupp/sandman2) - :star: 1507 :fork_and_knife: 169 - Automated REST APIs for existing database-driven systems. - * [:octocat: sanic](https://github.com/huge-success/sanic) - :star: 13844 :fork_and_knife: 1274 - A Python 3.6+ web server and web framework that's written to go fast. + * [:octocat: apistar](https://github.com/encode/apistar) - :star: 5469 :fork_and_knife: 428 - A smart Web API framework, designed for Python 3. + * [:octocat: falcon](https://github.com/falconry/falcon) - :star: 7820 :fork_and_knife: 790 - A high-performance framework for building cloud APIs and web app backends. + * [:octocat: fastapi](https://github.com/tiangolo/fastapi) - :star: 15554 :fork_and_knife: 1053 - A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints. + * [:octocat: hug](https://github.com/hugapi/hug) - :star: 6263 :fork_and_knife: 363 - A Python 3 framework for cleanly exposing APIs. + * [:octocat: sandman2](https://github.com/jeffknupp/sandman2) - :star: 1510 :fork_and_knife: 171 - Automated REST APIs for existing database-driven systems. + * [:octocat: sanic](https://github.com/huge-success/sanic) - :star: 13866 :fork_and_knife: 1270 - A Python 3.6+ web server and web framework that's written to go fast. * [:earth_americas: vibora](https://vibora.io/) - Fast, efficient and asynchronous Web framework inspired by Flask. ## Robotics *Libraries for robotics.* -* [:octocat: PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics) - :star: 9334 :fork_and_knife: 3021 - This is a compilation of various robotics algorithms with visualizations. +* [:octocat: PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics) - :star: 9387 :fork_and_knife: 3040 - This is a compilation of various robotics algorithms with visualizations. * [:earth_americas: rospy](http://wiki.ros.org/rospy) - This is a library for ROS (Robot Operating System). ## RPC Servers *RPC-compatible servers.* -* [:octocat: zeroRPC](https://github.com/0rpc/zerorpc-python) - :star: 2627 :fork_and_knife: 338 - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/). -* [:octocat: RPyC](https://github.com/tomerfiliba/rpyc) (Remote Python Call) - :star: 861 :fork_and_knife: 179 - A transparent and symmetric RPC library for Python +* [:octocat: zeroRPC](https://github.com/0rpc/zerorpc-python) - :star: 2628 :fork_and_knife: 340 - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/). +* [:octocat: RPyC](https://github.com/tomerfiliba/rpyc) (Remote Python Call) - :star: 864 :fork_and_knife: 180 - A transparent and symmetric RPC library for Python ## Science *Libraries for scientific computing. Also see [Python-for-Scientists](https://github.com/TomNicholas/Python-for-Scientists).* * [:earth_americas: astropy](http://www.astropy.org/) - A community Python library for Astronomy. -* [:octocat: bcbio-nextgen](https://github.com/chapmanb/bcbio-nextgen) - :star: 744 :fork_and_knife: 326 - Providing best-practice pipelines for fully automated high throughput sequencing analysis. -* [:octocat: bccb](https://github.com/chapmanb/bcbb) - :star: 470 :fork_and_knife: 210 - Collection of useful code related to biological analysis. +* [:octocat: bcbio-nextgen](https://github.com/chapmanb/bcbio-nextgen) - :star: 745 :fork_and_knife: 326 - Providing best-practice pipelines for fully automated high throughput sequencing analysis. +* [:octocat: bccb](https://github.com/chapmanb/bcbb) - :star: 470 :fork_and_knife: 209 - Collection of useful code related to biological analysis. * [:earth_americas: Biopython](http://biopython.org/wiki/Main_Page) - Biopython is a set of freely available tools for biological computation. * [:earth_americas: cclib](http://cclib.github.io/) - A library for parsing and interpreting the results of computational chemistry packages. * [:earth_americas: Colour](http://colour-science.org/) - Implementing a comprehensive number of colour theory transformations and algorithms. -* [:octocat: Karate Club](https://github.com/benedekrozemberczki/karateclub) - :star: 779 :fork_and_knife: 77 - Unsupervised machine learning toolbox for graph structured data. +* [:octocat: Karate Club](https://github.com/benedekrozemberczki/karateclub) - :star: 790 :fork_and_knife: 81 - Unsupervised machine learning toolbox for graph structured data. * [:earth_americas: NetworkX](https://networkx.github.io/) - A high-productivity software for complex networks. * [:earth_americas: NIPY](http://nipy.org) - A collection of neuroimaging toolkits. * [:earth_americas: NumPy](http://www.numpy.org/) - A fundamental package for scientific computing with Python. * [:earth_americas: Open Babel](http://openbabel.org/wiki/Main_Page) - A chemical toolbox designed to speak the many languages of chemical data. * [:octocat: ObsPy](https://github.com/obspy/obspy/wiki/) - A Python toolbox for seismology. * [:earth_americas: PyDy](http://www.pydy.org/) - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion. -* [:octocat: PyMC](https://github.com/pymc-devs/pymc3) - :star: 5072 :fork_and_knife: 1240 - Markov Chain Monte Carlo sampling toolkit. +* [:octocat: PyMC](https://github.com/pymc-devs/pymc3) - :star: 5092 :fork_and_knife: 1245 - Markov Chain Monte Carlo sampling toolkit. * [:earth_americas: QuTiP](http://qutip.org/) - Quantum Toolbox in Python. * [:earth_americas: RDKit](http://www.rdkit.org/) - Cheminformatics and Machine Learning Software. * [:earth_americas: SciPy](https://www.scipy.org/) - A Python-based ecosystem of open-source software for mathematics, science, and engineering. -* [:octocat: statsmodels](https://github.com/statsmodels/statsmodels) - :star: 5207 :fork_and_knife: 1962 - Statistical modeling and econometrics in Python. -* [:octocat: SymPy](https://github.com/sympy/sympy) - :star: 7054 :fork_and_knife: 3037 - A Python library for symbolic mathematics. -* [:octocat: Zipline](https://github.com/quantopian/zipline) - :star: 11325 :fork_and_knife: 3299 - A Pythonic algorithmic trading library. +* [:octocat: statsmodels](https://github.com/statsmodels/statsmodels) - :star: 5228 :fork_and_knife: 1971 - Statistical modeling and econometrics in Python. +* [:octocat: SymPy](https://github.com/sympy/sympy) - :star: 7078 :fork_and_knife: 3038 - A Python library for symbolic mathematics. +* [:octocat: Zipline](https://github.com/quantopian/zipline) - :star: 11370 :fork_and_knife: 3314 - A Pythonic algorithmic trading library. * [:earth_americas: SimPy](https://bitbucket.org/simpy/simpy) - A process-based discrete-event simulation framework. ## Search @@ -1006,85 +1006,85 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries and software for indexing and performing search queries on data.* * [:earth_americas: elasticsearch-py](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/index.html) - The official low-level Python client for [Elasticsearch](https://www.elastic.co/products/elasticsearch). -* [:octocat: elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - :star: 2917 :fork_and_knife: 632 - The official high-level Python client for Elasticsearch. -* [:octocat: django-haystack](https://github.com/django-haystack/django-haystack) - :star: 2980 :fork_and_knife: 1201 - Modular search for Django. -* [:octocat: pysolr](https://github.com/django-haystack/pysolr) - :star: 550 :fork_and_knife: 300 - A lightweight Python wrapper for [Apache Solr](https://lucene.apache.org/solr/). +* [:octocat: elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - :star: 2925 :fork_and_knife: 634 - The official high-level Python client for Elasticsearch. +* [:octocat: django-haystack](https://github.com/django-haystack/django-haystack) - :star: 2985 :fork_and_knife: 1202 - Modular search for Django. +* [:octocat: pysolr](https://github.com/django-haystack/pysolr) - :star: 550 :fork_and_knife: 301 - A lightweight Python wrapper for [Apache Solr](https://lucene.apache.org/solr/). * [:earth_americas: whoosh](http://whoosh.readthedocs.io/en/latest/) - A fast, pure Python search engine library. ## Serialization *Libraries for serializing complex data types* -* [:octocat: marshmallow](https://github.com/marshmallow-code/marshmallow) - :star: 4760 :fork_and_knife: 501 - A lightweight library for converting complex objects to and from simple Python datatypes. +* [:octocat: marshmallow](https://github.com/marshmallow-code/marshmallow) - :star: 4773 :fork_and_knife: 503 - A lightweight library for converting complex objects to and from simple Python datatypes. * [:octocat: pysimdjson](https://github.com/TkTech/pysimdjson) - :star: 270 :fork_and_knife: 20 - A Python bindings for [simdjson](https://github.com/lemire/simdjson). * [:octocat: python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) - :star: 383 :fork_and_knife: 31 - A Python wrapper around [RapidJSON](https://github.com/Tencent/rapidjson). -* [:octocat: ultrajson](https://github.com/esnme/ultrajson) - :star: 2848 :fork_and_knife: 287 - A fast JSON decoder and encoder written in C with Python bindings. +* [:octocat: ultrajson](https://github.com/esnme/ultrajson) - :star: 2860 :fork_and_knife: 288 - A fast JSON decoder and encoder written in C with Python bindings. ## Serverless Frameworks *Frameworks for developing serverless Python code.* -* [:octocat: python-lambda](https://github.com/nficano/python-lambda) - :star: 1137 :fork_and_knife: 198 - A toolkit for developing and deploying Python code in AWS Lambda. -* [:octocat: Zappa](https://github.com/Miserlou/Zappa) - :star: 10694 :fork_and_knife: 1167 - A tool for deploying WSGI applications on AWS Lambda and API Gateway. +* [:octocat: python-lambda](https://github.com/nficano/python-lambda) - :star: 1138 :fork_and_knife: 198 - A toolkit for developing and deploying Python code in AWS Lambda. +* [:octocat: Zappa](https://github.com/Miserlou/Zappa) - :star: 10716 :fork_and_knife: 1171 - A tool for deploying WSGI applications on AWS Lambda and API Gateway. ## Specific Formats Processing *Libraries for parsing and manipulating specific text formats.* * General - * [:octocat: tablib](https://github.com/jazzband/tablib) - :star: 3708 :fork_and_knife: 545 - A module for Tabular Datasets in XLS, CSV, JSON, YAML. + * [:octocat: tablib](https://github.com/jazzband/tablib) - :star: 3711 :fork_and_knife: 545 - A module for Tabular Datasets in XLS, CSV, JSON, YAML. * Office * [:earth_americas: openpyxl](https://openpyxl.readthedocs.io/en/stable/) - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files. - * [:octocat: pyexcel](https://github.com/pyexcel/pyexcel) - :star: 809 :fork_and_knife: 128 - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files. - * [:octocat: python-docx](https://github.com/python-openxml/python-docx) - :star: 2222 :fork_and_knife: 642 - Reads, queries and modifies Microsoft Word 2007/2008 docx files. - * [:octocat: python-pptx](https://github.com/scanny/python-pptx) - :star: 1062 :fork_and_knife: 272 - Python library for creating and updating PowerPoint (.pptx) files. - * [:octocat: unoconv](https://github.com/unoconv/unoconv) - :star: 1881 :fork_and_knife: 363 - Convert between any document format supported by LibreOffice/OpenOffice. - * [:octocat: XlsxWriter](https://github.com/jmcnamara/XlsxWriter) - :star: 2266 :fork_and_knife: 473 - A Python module for creating Excel .xlsx files. - * [:octocat: xlwings](https://github.com/ZoomerAnalytics/xlwings) - :star: 1722 :fork_and_knife: 330 - A BSD-licensed library that makes it easy to call Python from Excel and vice versa. - * [:octocat: xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - :star: 952 :fork_and_knife: 270 - Writing and reading data and formatting information from Excel files. + * [:octocat: pyexcel](https://github.com/pyexcel/pyexcel) - :star: 812 :fork_and_knife: 128 - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files. + * [:octocat: python-docx](https://github.com/python-openxml/python-docx) - :star: 2235 :fork_and_knife: 647 - Reads, queries and modifies Microsoft Word 2007/2008 docx files. + * [:octocat: python-pptx](https://github.com/scanny/python-pptx) - :star: 1066 :fork_and_knife: 273 - Python library for creating and updating PowerPoint (.pptx) files. + * [:octocat: unoconv](https://github.com/unoconv/unoconv) - :star: 1891 :fork_and_knife: 364 - Convert between any document format supported by LibreOffice/OpenOffice. + * [:octocat: XlsxWriter](https://github.com/jmcnamara/XlsxWriter) - :star: 2275 :fork_and_knife: 475 - A Python module for creating Excel .xlsx files. + * [:octocat: xlwings](https://github.com/ZoomerAnalytics/xlwings) - :star: 1731 :fork_and_knife: 331 - A BSD-licensed library that makes it easy to call Python from Excel and vice versa. + * [:octocat: xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - :star: 951 :fork_and_knife: 270 - Writing and reading data and formatting information from Excel files. * PDF - * [:octocat: PDFMiner](https://github.com/euske/pdfminer) - :star: 4278 :fork_and_knife: 1000 - A tool for extracting information from PDF documents. - * [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - :star: 3177 :fork_and_knife: 809 - A library capable of splitting, merging and transforming PDF pages. + * [:octocat: PDFMiner](https://github.com/euske/pdfminer) - :star: 4285 :fork_and_knife: 999 - A tool for extracting information from PDF documents. + * [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - :star: 3187 :fork_and_knife: 809 - A library capable of splitting, merging and transforming PDF pages. * [:earth_americas: ReportLab](https://www.reportlab.com/opensource/) - Allowing Rapid creation of rich PDF documents. * Markdown - * [:octocat: Mistune](https://github.com/lepture/mistune) - :star: 1786 :fork_and_knife: 182 - Fastest and full featured pure Python parsers of Markdown. - * [:octocat: Python-Markdown](https://github.com/waylan/Python-Markdown) - :star: 2166 :fork_and_knife: 520 - A Python implementation of John Gruber’s Markdown. + * [:octocat: Mistune](https://github.com/lepture/mistune) - :star: 1792 :fork_and_knife: 185 - Fastest and full featured pure Python parsers of Markdown. + * [:octocat: Python-Markdown](https://github.com/waylan/Python-Markdown) - :star: 2173 :fork_and_knife: 521 - A Python implementation of John Gruber’s Markdown. * YAML * [:earth_americas: PyYAML](http://pyyaml.org/) - YAML implementations for Python. * CSV - * [:octocat: csvkit](https://github.com/wireservice/csvkit) - :star: 4282 :fork_and_knife: 528 - Utilities for converting to and working with CSV. + * [:octocat: csvkit](https://github.com/wireservice/csvkit) - :star: 4280 :fork_and_knife: 529 - Utilities for converting to and working with CSV. * Archive - * [:octocat: unp](https://github.com/mitsuhiko/unp) - :star: 363 :fork_and_knife: 62 - A command line tool that can unpack archives easily. + * [:octocat: unp](https://github.com/mitsuhiko/unp) - :star: 365 :fork_and_knife: 62 - A command line tool that can unpack archives easily. ## Static Site Generator *Static site generator is a software that takes some text + templates as input and produces HTML files on the output.* -* [:octocat: mkdocs](https://github.com/mkdocs/mkdocs/) - :star: 10198 :fork_and_knife: 1508 - Markdown friendly documentation generator. -* [:octocat: pelican](https://github.com/getpelican/pelican) - :star: 9695 :fork_and_knife: 1643 - Static site generator that supports Markdown and reST syntax. -* [:octocat: lektor](https://github.com/lektor/lektor) - :star: 3294 :fork_and_knife: 262 - An easy to use static CMS and blog engine. -* [:octocat: nikola](https://github.com/getnikola/nikola) - :star: 1896 :fork_and_knife: 378 - A static website and blog generator. +* [:octocat: mkdocs](https://github.com/mkdocs/mkdocs/) - :star: 10252 :fork_and_knife: 1512 - Markdown friendly documentation generator. +* [:octocat: pelican](https://github.com/getpelican/pelican) - :star: 9703 :fork_and_knife: 1645 - Static site generator that supports Markdown and reST syntax. +* [:octocat: lektor](https://github.com/lektor/lektor) - :star: 3296 :fork_and_knife: 262 - An easy to use static CMS and blog engine. +* [:octocat: nikola](https://github.com/getnikola/nikola) - :star: 1901 :fork_and_knife: 377 - A static website and blog generator. ## Tagging *Libraries for tagging items.* -* [:octocat: django-taggit](https://github.com/jazzband/django-taggit) - :star: 2404 :fork_and_knife: 541 - Simple tagging for Django. +* [:octocat: django-taggit](https://github.com/jazzband/django-taggit) - :star: 2410 :fork_and_knife: 540 - Simple tagging for Django. ## Task Queues *Libraries for working with task queues.* * [:earth_americas: celery](http://www.celeryproject.org/) - An asynchronous task queue/job queue based on distributed message passing. -* [:octocat: huey](https://github.com/coleifer/huey) - :star: 3001 :fork_and_knife: 273 - Little multi-threaded task queue. -* [:octocat: mrq](https://github.com/pricingassistant/mrq) - :star: 808 :fork_and_knife: 108 - A distributed worker task queue in Python using Redis & gevent. -* [:octocat: rq](https://github.com/rq/rq) - :star: 7061 :fork_and_knife: 1141 - Simple job queues for Python. +* [:octocat: huey](https://github.com/coleifer/huey) - :star: 3007 :fork_and_knife: 275 - Little multi-threaded task queue. +* [:octocat: mrq](https://github.com/pricingassistant/mrq) - :star: 810 :fork_and_knife: 108 - A distributed worker task queue in Python using Redis & gevent. +* [:octocat: rq](https://github.com/rq/rq) - :star: 7079 :fork_and_knife: 1143 - Simple job queues for Python. ## Template Engine *Libraries and tools for templating and lexing.* -* [:octocat: Jinja2](https://github.com/pallets/jinja) - :star: 7094 :fork_and_knife: 1312 - A modern and designer friendly templating language. +* [:octocat: Jinja2](https://github.com/pallets/jinja) - :star: 7110 :fork_and_knife: 1313 - A modern and designer friendly templating language. * [:earth_americas: Genshi](https://genshi.edgewall.org/) - Python templating toolkit for generation of web-aware output. * [:earth_americas: Mako](http://www.makotemplates.org/) - Hyperfast and lightweight templating for the Python platform. @@ -1094,39 +1094,39 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * Testing Frameworks * [:earth_americas: pytest](https://docs.pytest.org/en/latest/) - A mature full-featured Python testing tool. - * [:octocat: hypothesis](https://github.com/HypothesisWorks/hypothesis) - :star: 4393 :fork_and_knife: 406 - Hypothesis is an advanced Quickcheck style property based testing library. - * [:octocat: nose2](https://github.com/nose-devs/nose2) - :star: 632 :fork_and_knife: 130 - The successor to `nose`, based on `unittest2. - * [:octocat: Robot Framework](https://github.com/robotframework/robotframework) - :star: 4693 :fork_and_knife: 1427 - A generic test automation framework. + * [:octocat: hypothesis](https://github.com/HypothesisWorks/hypothesis) - :star: 4416 :fork_and_knife: 406 - Hypothesis is an advanced Quickcheck style property based testing library. + * [:octocat: nose2](https://github.com/nose-devs/nose2) - :star: 635 :fork_and_knife: 130 - The successor to `nose`, based on `unittest2. + * [:octocat: Robot Framework](https://github.com/robotframework/robotframework) - :star: 4716 :fork_and_knife: 1428 - A generic test automation framework. * [:earth_americas: unittest](https://docs.python.org/3/library/unittest.html) - (Python standard library) Unit testing framework. * Test Runners - * [:octocat: green](https://github.com/CleanCut/green) - :star: 649 :fork_and_knife: 70 - A clean, colorful test runner. + * [:octocat: green](https://github.com/CleanCut/green) - :star: 650 :fork_and_knife: 71 - A clean, colorful test runner. * [:earth_americas: mamba](http://nestorsalceda.github.io/mamba/) - The definitive testing tool for Python. Born under the banner of BDD. * [:earth_americas: tox](https://tox.readthedocs.io/en/latest/) - Auto builds and tests distributions in multiple Python versions * GUI / Web Testing - * [:octocat: locust](https://github.com/locustio/locust) - :star: 13065 :fork_and_knife: 1839 - Scalable user load testing tool written in Python. - * [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - :star: 3944 :fork_and_knife: 554 - PyAutoGUI is a cross-platform GUI automation Python module for human beings. + * [:octocat: locust](https://github.com/locustio/locust) - :star: 13129 :fork_and_knife: 1844 - Scalable user load testing tool written in Python. + * [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - :star: 3974 :fork_and_knife: 558 - PyAutoGUI is a cross-platform GUI automation Python module for human beings. * [:earth_americas: Selenium](https://pypi.org/project/selenium/) - Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver. - * [:octocat: sixpack](https://github.com/seatgeek/sixpack) - :star: 1631 :fork_and_knife: 187 - A language-agnostic A/B Testing framework. - * [:octocat: splinter](https://github.com/cobrateam/splinter) - :star: 2221 :fork_and_knife: 464 - Open source tool for testing web applications. + * [:octocat: sixpack](https://github.com/seatgeek/sixpack) - :star: 1633 :fork_and_knife: 187 - A language-agnostic A/B Testing framework. + * [:octocat: splinter](https://github.com/cobrateam/splinter) - :star: 2228 :fork_and_knife: 464 - Open source tool for testing web applications. * Mock * [:earth_americas: mock](https://docs.python.org/3/library/unittest.mock.html) - (Python standard library) A mocking and patching library. * [:earth_americas: doublex](https://pypi.org/project/doublex/) - Powerful test doubles framework for Python. - * [:octocat: freezegun](https://github.com/spulec/freezegun) - :star: 2439 :fork_and_knife: 180 - Travel through time by mocking the datetime module. + * [:octocat: freezegun](https://github.com/spulec/freezegun) - :star: 2447 :fork_and_knife: 180 - Travel through time by mocking the datetime module. * [:octocat: httmock](https://github.com/patrys/httmock) - :star: 406 :fork_and_knife: 48 - A mocking library for requests for Python 2.6+ and 3.2+. - * [:octocat: httpretty](https://github.com/gabrielfalcao/HTTPretty) - :star: 1795 :fork_and_knife: 242 - HTTP request mock tool for Python. + * [:octocat: httpretty](https://github.com/gabrielfalcao/HTTPretty) - :star: 1795 :fork_and_knife: 243 - HTTP request mock tool for Python. * [:octocat: mocket](https://github.com/mindflayer/python-mocket) - :star: 184 :fork_and_knife: 27 - A socket mock framework with gevent/asyncio/SSL support. - * [:octocat: responses](https://github.com/getsentry/responses) - :star: 2798 :fork_and_knife: 233 - A utility library for mocking out the requests Python library. - * [:octocat: VCR.py](https://github.com/kevin1024/vcrpy) - :star: 1707 :fork_and_knife: 242 - Record and replay HTTP interactions on your tests. + * [:octocat: responses](https://github.com/getsentry/responses) - :star: 2808 :fork_and_knife: 233 - A utility library for mocking out the requests Python library. + * [:octocat: VCR.py](https://github.com/kevin1024/vcrpy) - :star: 1720 :fork_and_knife: 243 - Record and replay HTTP interactions on your tests. * Object Factories - * [:octocat: factory_boy](https://github.com/FactoryBoy/factory_boy) - :star: 2188 :fork_and_knife: 283 - A test fixtures replacement for Python. - * [:octocat: mixer](https://github.com/klen/mixer) - :star: 689 :fork_and_knife: 70 - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc. + * [:octocat: factory_boy](https://github.com/FactoryBoy/factory_boy) - :star: 2192 :fork_and_knife: 285 - A test fixtures replacement for Python. + * [:octocat: mixer](https://github.com/klen/mixer) - :star: 692 :fork_and_knife: 70 - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc. * [:octocat: model_mommy](https://github.com/vandersonmota/model_mommy) - :star: 939 :fork_and_knife: 159 - Creating random fixtures for testing in Django. * Code Coverage * [:earth_americas: coverage](https://pypi.org/project/coverage/) - Code coverage measurement. * Fake Data - * [:octocat: mimesis](https://github.com/lk-geimfari/mimesis) - :star: 2848 :fork_and_knife: 248 - is a Python library that help you generate fake data. - * [:octocat: fake2db](https://github.com/emirozer/fake2db) - :star: 2012 :fork_and_knife: 110 - Fake database generator. - * [:octocat: faker](https://github.com/joke2k/faker) - :star: 9964 :fork_and_knife: 1165 - A Python package that generates fake data. + * [:octocat: mimesis](https://github.com/lk-geimfari/mimesis) - :star: 2870 :fork_and_knife: 250 - is a Python library that help you generate fake data. + * [:octocat: fake2db](https://github.com/emirozer/fake2db) - :star: 2015 :fork_and_knife: 111 - Fake database generator. + * [:octocat: faker](https://github.com/joke2k/faker) - :star: 10023 :fork_and_knife: 1174 - A Python package that generates fake data. * [:earth_americas: radar](https://pypi.org/project/radar/) - Generate random datetime / time. ## Text Processing @@ -1134,86 +1134,86 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for parsing and manipulating plain texts.* * General - * [:octocat: chardet](https://github.com/chardet/chardet) - :star: 1326 :fork_and_knife: 186 - Python 2/3 compatible character encoding detector. + * [:octocat: chardet](https://github.com/chardet/chardet) - :star: 1328 :fork_and_knife: 186 - Python 2/3 compatible character encoding detector. * [:earth_americas: difflib](https://docs.python.org/3/library/difflib.html) - (Python standard library) Helpers for computing deltas. - * [:octocat: ftfy](https://github.com/LuminosoInsight/python-ftfy) - :star: 2712 :fork_and_knife: 93 - Makes Unicode text less broken and more consistent automagically. - * [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - :star: 6978 :fork_and_knife: 745 - Fuzzy String Matching. - * [:octocat: Levenshtein](https://github.com/ztane/python-Levenshtein/) - :star: 817 :fork_and_knife: 117 - Fast computation of Levenshtein distance and string similarity. + * [:octocat: ftfy](https://github.com/LuminosoInsight/python-ftfy) - :star: 2713 :fork_and_knife: 93 - Makes Unicode text less broken and more consistent automagically. + * [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - :star: 7009 :fork_and_knife: 749 - Fuzzy String Matching. + * [:octocat: Levenshtein](https://github.com/ztane/python-Levenshtein/) - :star: 816 :fork_and_knife: 117 - Fast computation of Levenshtein distance and string similarity. * [:octocat: pangu.py](https://github.com/vinta/pangu.py) - :star: 146 :fork_and_knife: 21 - Paranoid text spacing. - * [:octocat: pyfiglet](https://github.com/pwaller/pyfiglet) - :star: 657 :fork_and_knife: 67 - An implementation of figlet written in Python. - * [:octocat: pypinyin](https://github.com/mozillazg/python-pinyin) - :star: 2633 :fork_and_knife: 428 - Convert Chinese hanzi (漢字) to pinyin (拼音). - * [:octocat: textdistance](https://github.com/orsinium/textdistance) - :star: 1689 :fork_and_knife: 151 - Compute distance between sequences with 30+ algorithms. + * [:octocat: pyfiglet](https://github.com/pwaller/pyfiglet) - :star: 659 :fork_and_knife: 67 - An implementation of figlet written in Python. + * [:octocat: pypinyin](https://github.com/mozillazg/python-pinyin) - :star: 2645 :fork_and_knife: 429 - Convert Chinese hanzi (漢字) to pinyin (拼音). + * [:octocat: textdistance](https://github.com/orsinium/textdistance) - :star: 1696 :fork_and_knife: 151 - Compute distance between sequences with 30+ algorithms. * [:earth_americas: unidecode](https://pypi.org/project/Unidecode/) - ASCII transliterations of Unicode text. * Slugify * [:octocat: awesome-slugify](https://github.com/dimka665/awesome-slugify) - :star: 444 :fork_and_knife: 37 - A Python slugify library that can preserve unicode. - * [:octocat: python-slugify](https://github.com/un33k/python-slugify) - :star: 855 :fork_and_knife: 75 - A Python slugify library that translates unicode to ASCII. + * [:octocat: python-slugify](https://github.com/un33k/python-slugify) - :star: 860 :fork_and_knife: 76 - A Python slugify library that translates unicode to ASCII. * [:octocat: unicode-slugify](https://github.com/mozilla/unicode-slugify) - :star: 293 :fork_and_knife: 53 - A slugifier that generates unicode slugs with Django as a dependency. * Unique identifiers - * [:octocat: hashids](https://github.com/davidaurelio/hashids-python) - :star: 1076 :fork_and_knife: 82 - Implementation of [hashids](http://hashids.org) in Python. - * [:octocat: shortuuid](https://github.com/skorokithakis/shortuuid) - :star: 1287 :fork_and_knife: 83 - A generator library for concise, unambiguous and URL-safe UUIDs. + * [:octocat: hashids](https://github.com/davidaurelio/hashids-python) - :star: 1082 :fork_and_knife: 82 - Implementation of [hashids](http://hashids.org) in Python. + * [:octocat: shortuuid](https://github.com/skorokithakis/shortuuid) - :star: 1290 :fork_and_knife: 83 - A generator library for concise, unambiguous and URL-safe UUIDs. * Parser - * [:octocat: ply](https://github.com/dabeaz/ply) - :star: 1659 :fork_and_knife: 287 - Implementation of lex and yacc parsing tools for Python. + * [:octocat: ply](https://github.com/dabeaz/ply) - :star: 1668 :fork_and_knife: 288 - Implementation of lex and yacc parsing tools for Python. * [:earth_americas: pygments](http://pygments.org/) - A generic syntax highlighter. - * [:octocat: pyparsing](https://github.com/pyparsing/pyparsing) - :star: 752 :fork_and_knife: 127 - A general purpose framework for generating parsers. - * [:octocat: python-nameparser](https://github.com/derek73/python-nameparser) - :star: 410 :fork_and_knife: 71 - Parsing human names into their individual components. - * [:octocat: python-phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - :star: 2474 :fork_and_knife: 302 - Parsing, formatting, storing and validating international phone numbers. - * [:octocat: python-user-agents](https://github.com/selwin/python-user-agents) - :star: 1036 :fork_and_knife: 173 - Browser user agent parser. - * [:octocat: sqlparse](https://github.com/andialbrecht/sqlparse) - :star: 2082 :fork_and_knife: 434 - A non-validating SQL parser. + * [:octocat: pyparsing](https://github.com/pyparsing/pyparsing) - :star: 756 :fork_and_knife: 127 - A general purpose framework for generating parsers. + * [:octocat: python-nameparser](https://github.com/derek73/python-nameparser) - :star: 412 :fork_and_knife: 71 - Parsing human names into their individual components. + * [:octocat: python-phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - :star: 2482 :fork_and_knife: 304 - Parsing, formatting, storing and validating international phone numbers. + * [:octocat: python-user-agents](https://github.com/selwin/python-user-agents) - :star: 1037 :fork_and_knife: 173 - Browser user agent parser. + * [:octocat: sqlparse](https://github.com/andialbrecht/sqlparse) - :star: 2090 :fork_and_knife: 436 - A non-validating SQL parser. ## Third-party APIs *Libraries for accessing third party services APIs. Also see [List of Python API Wrappers and Libraries](https://github.com/realpython/list-of-python-api-wrappers).* * [:earth_americas: apache-libcloud](https://libcloud.apache.org/) - One Python library for all clouds. -* [:octocat: boto3](https://github.com/boto/boto3) - :star: 5508 :fork_and_knife: 1181 - Python interface to Amazon Web Services. -* [:octocat: django-wordpress](https://github.com/istrategylabs/django-wordpress) - :star: 309 :fork_and_knife: 79 - WordPress models and views for Django. -* [:octocat: facebook-sdk](https://github.com/mobolic/facebook-sdk) - :star: 2516 :fork_and_knife: 918 - Facebook Platform Python SDK. -* [:octocat: google-api-python-client](https://github.com/google/google-api-python-client) - :star: 3763 :fork_and_knife: 1621 - Google APIs Client Library for Python. -* [:octocat: gspread](https://github.com/burnash/gspread) - :star: 4737 :fork_and_knife: 728 - Google Spreadsheets Python API. -* [:octocat: twython](https://github.com/ryanmcgrath/twython) - :star: 1710 :fork_and_knife: 394 - A Python wrapper for the Twitter API. +* [:octocat: boto3](https://github.com/boto/boto3) - :star: 5528 :fork_and_knife: 1181 - Python interface to Amazon Web Services. +* [:octocat: django-wordpress](https://github.com/istrategylabs/django-wordpress) - :star: 310 :fork_and_knife: 80 - WordPress models and views for Django. +* [:octocat: facebook-sdk](https://github.com/mobolic/facebook-sdk) - :star: 2516 :fork_and_knife: 919 - Facebook Platform Python SDK. +* [:octocat: google-api-python-client](https://github.com/google/google-api-python-client) - :star: 3779 :fork_and_knife: 1623 - Google APIs Client Library for Python. +* [:octocat: gspread](https://github.com/burnash/gspread) - :star: 4760 :fork_and_knife: 729 - Google Spreadsheets Python API. +* [:octocat: twython](https://github.com/ryanmcgrath/twython) - :star: 1713 :fork_and_knife: 395 - A Python wrapper for the Twitter API. ## URL Manipulation *Libraries for parsing URLs.* -* [:octocat: furl](https://github.com/gruns/furl) - :star: 1833 :fork_and_knife: 111 - A small Python library that makes parsing and manipulating URLs easy. +* [:octocat: furl](https://github.com/gruns/furl) - :star: 1836 :fork_and_knife: 110 - A small Python library that makes parsing and manipulating URLs easy. * [:octocat: purl](https://github.com/codeinthehole/purl) - :star: 246 :fork_and_knife: 31 - A simple, immutable URL class with a clean API for interrogation and manipulation. -* [:octocat: pyshorteners](https://github.com/ellisonleao/pyshorteners) - :star: 258 :fork_and_knife: 47 - A pure Python URL shortening lib. -* [:octocat: webargs](https://github.com/marshmallow-code/webargs) - :star: 1026 :fork_and_knife: 135 - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks. +* [:octocat: pyshorteners](https://github.com/ellisonleao/pyshorteners) - :star: 260 :fork_and_knife: 48 - A pure Python URL shortening lib. +* [:octocat: webargs](https://github.com/marshmallow-code/webargs) - :star: 1031 :fork_and_knife: 135 - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks. ## Video *Libraries for manipulating video and GIFs.* -* [:octocat: vidgear](https://github.com/abhiTronix/vidgear) - :star: 1230 :fork_and_knife: 89 - Most Powerful multi-threaded Video Processing framework. +* [:octocat: vidgear](https://github.com/abhiTronix/vidgear) - :star: 1245 :fork_and_knife: 92 - Most Powerful multi-threaded Video Processing framework. * [:earth_americas: moviepy](https://zulko.github.io/moviepy/) - A module for script-based movie editing with many formats, including animated GIFs. -* [:octocat: scikit-video](https://github.com/aizvorski/scikit-video) - :star: 100 :fork_and_knife: 22 - Video processing routines for SciPy. +* [:octocat: scikit-video](https://github.com/aizvorski/scikit-video) - :star: 99 :fork_and_knife: 22 - Video processing routines for SciPy. ## Web Asset Management *Tools for managing, compressing and minifying website assets.* -* [:octocat: django-compressor](https://github.com/django-compressor/django-compressor) - :star: 2339 :fork_and_knife: 556 - Compresses linked and inline JavaScript or CSS into a single cached file. +* [:octocat: django-compressor](https://github.com/django-compressor/django-compressor) - :star: 2341 :fork_and_knife: 556 - Compresses linked and inline JavaScript or CSS into a single cached file. * [:octocat: django-pipeline](https://github.com/jazzband/django-pipeline) - :star: 1370 :fork_and_knife: 341 - An asset packaging library for Django. -* [:octocat: django-storages](https://github.com/jschneier/django-storages) - :star: 1603 :fork_and_knife: 625 - A collection of custom storage back ends for Django. +* [:octocat: django-storages](https://github.com/jschneier/django-storages) - :star: 1611 :fork_and_knife: 629 - A collection of custom storage back ends for Django. * [:earth_americas: fanstatic](http://www.fanstatic.org/en/latest/) - Packages, optimizes, and serves static file dependencies as Python packages. * [:earth_americas: fileconveyor](http://wimleers.com/fileconveyor) - A daemon to detect and sync files to CDNs, S3 and FTP. -* [:octocat: flask-assets](https://github.com/miracle2k/flask-assets) - :star: 401 :fork_and_knife: 88 - Helps you integrate webassets into your Flask app. +* [:octocat: flask-assets](https://github.com/miracle2k/flask-assets) - :star: 401 :fork_and_knife: 87 - Helps you integrate webassets into your Flask app. * [:octocat: webassets](https://github.com/miracle2k/webassets) - :star: 884 :fork_and_knife: 253 - Bundles, optimizes, and manages unique cache-busting URLs for static resources. ## Web Content Extracting *Libraries for extracting web contents.* -* [:octocat: html2text](https://github.com/Alir3z4/html2text) - :star: 930 :fork_and_knife: 169 - Convert HTML to Markdown-formatted text. +* [:octocat: html2text](https://github.com/Alir3z4/html2text) - :star: 934 :fork_and_knife: 170 - Convert HTML to Markdown-formatted text. * [:octocat: lassie](https://github.com/michaelhelmick/lassie) - :star: 501 :fork_and_knife: 39 - Web Content Retrieval for Humans. -* [:octocat: micawber](https://github.com/coleifer/micawber) - :star: 493 :fork_and_knife: 71 - A small library for extracting rich content from URLs. -* [:octocat: newspaper](https://github.com/codelucas/newspaper) - :star: 9702 :fork_and_knife: 1611 - News extraction, article extraction and content curation in Python. -* [:octocat: python-readability](https://github.com/buriy/python-readability) - :star: 1823 :fork_and_knife: 307 - Fast Python port of arc90's readability tool. -* [:octocat: requests-html](https://github.com/psf/requests-html) - :star: 10949 :fork_and_knife: 704 - Pythonic HTML Parsing for Humans. -* [:octocat: sumy](https://github.com/miso-belica/sumy) - :star: 2281 :fork_and_knife: 414 - A module for automatic summarization of text documents and HTML pages. -* [:octocat: textract](https://github.com/deanmalmgren/textract) - :star: 2818 :fork_and_knife: 397 - Extract text from any document, Word, PowerPoint, PDFs, etc. -* [:octocat: toapi](https://github.com/gaojiuli/toapi) - :star: 3019 :fork_and_knife: 211 - Every web site provides APIs. +* [:octocat: micawber](https://github.com/coleifer/micawber) - :star: 493 :fork_and_knife: 73 - A small library for extracting rich content from URLs. +* [:octocat: newspaper](https://github.com/codelucas/newspaper) - :star: 9735 :fork_and_knife: 1615 - News extraction, article extraction and content curation in Python. +* [:octocat: python-readability](https://github.com/buriy/python-readability) - :star: 1825 :fork_and_knife: 309 - Fast Python port of arc90's readability tool. +* [:octocat: requests-html](https://github.com/psf/requests-html) - :star: 10974 :fork_and_knife: 706 - Pythonic HTML Parsing for Humans. +* [:octocat: sumy](https://github.com/miso-belica/sumy) - :star: 2290 :fork_and_knife: 415 - A module for automatic summarization of text documents and HTML pages. +* [:octocat: textract](https://github.com/deanmalmgren/textract) - :star: 2823 :fork_and_knife: 397 - Extract text from any document, Word, PowerPoint, PDFs, etc. +* [:octocat: toapi](https://github.com/gaojiuli/toapi) - :star: 3024 :fork_and_knife: 212 - Every web site provides APIs. ## Web Crawling @@ -1221,12 +1221,12 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: cola](https://github.com/chineking/cola) - :star: 1368 :fork_and_knife: 542 - A distributed crawling framework. * [:earth_americas: feedparser](https://pythonhosted.org/feedparser/) - Universal feed parser. -* [:octocat: grab](https://github.com/lorien/grab) - :star: 1942 :fork_and_knife: 243 - Site scraping framework. -* [:octocat: MechanicalSoup](https://github.com/MechanicalSoup/MechanicalSoup) - :star: 3500 :fork_and_knife: 310 - A Python library for automating interaction with websites. -* [:octocat: pyspider](https://github.com/binux/pyspider) - :star: 14377 :fork_and_knife: 3497 - A powerful spider system. -* [:octocat: robobrowser](https://github.com/jmcarp/robobrowser) - :star: 3453 :fork_and_knife: 316 - A simple, Pythonic library for browsing the web without a standalone web browser. +* [:octocat: grab](https://github.com/lorien/grab) - :star: 1943 :fork_and_knife: 243 - Site scraping framework. +* [:octocat: MechanicalSoup](https://github.com/MechanicalSoup/MechanicalSoup) - :star: 3507 :fork_and_knife: 310 - A Python library for automating interaction with websites. +* [:octocat: pyspider](https://github.com/binux/pyspider) - :star: 14387 :fork_and_knife: 3505 - A powerful spider system. +* [:octocat: robobrowser](https://github.com/jmcarp/robobrowser) - :star: 3455 :fork_and_knife: 316 - A simple, Pythonic library for browsing the web without a standalone web browser. * [:earth_americas: scrapy](https://scrapy.org/) - A fast high-level screen scraping and web crawling framework. -* [:octocat: portia](https://github.com/scrapinghub/portia) - :star: 7763 :fork_and_knife: 1257 - Visual scraping for Scrapy. +* [:octocat: portia](https://github.com/scrapinghub/portia) - :star: 7770 :fork_and_knife: 1259 - Visual scraping for Scrapy. ## Web Frameworks @@ -1234,13 +1234,13 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * Synchronous * [:earth_americas: Django](https://www.djangoproject.com/) - The most popular web framework in Python. - * [:octocat: awesome-django](https://github.com/wsvincent/awesome-django) - :star: 2211 :fork_and_knife: 442 - * [:octocat: awesome-django](https://github.com/shahraizali/awesome-django) - :star: 378 :fork_and_knife: 69 + * [:octocat: awesome-django](https://github.com/wsvincent/awesome-django) - :star: 2238 :fork_and_knife: 440 + * [:octocat: awesome-django](https://github.com/shahraizali/awesome-django) - :star: 382 :fork_and_knife: 70 * [:earth_americas: Flask](http://flask.pocoo.org/) - A microframework for Python. - * [:octocat: awesome-flask](https://github.com/humiaozuzu/awesome-flask) - :star: 8836 :fork_and_knife: 1333 + * [:octocat: awesome-flask](https://github.com/humiaozuzu/awesome-flask) - :star: 8863 :fork_and_knife: 1337 * [:earth_americas: Pyramid](https://pylonsproject.org/) - A small, fast, down-to-earth, open source Python web framework. - * [:octocat: awesome-pyramid](https://github.com/uralbash/awesome-pyramid) - :star: 487 :fork_and_knife: 54 - * [:octocat: Masonite](https://github.com/MasoniteFramework/masonite) - :star: 1400 :fork_and_knife: 88 - The modern and developer centric Python web framework. + * [:octocat: awesome-pyramid](https://github.com/uralbash/awesome-pyramid) - :star: 486 :fork_and_knife: 54 + * [:octocat: Masonite](https://github.com/MasoniteFramework/masonite) - :star: 1406 :fork_and_knife: 88 - The modern and developer centric Python web framework. * Asynchronous * [:earth_americas: Tornado](http://www.tornadoweb.org/en/latest/) - A web framework and asynchronous networking library. @@ -1248,19 +1248,19 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with WebSocket.* -* [:octocat: autobahn-python](https://github.com/crossbario/autobahn-python) - :star: 2176 :fork_and_knife: 617 - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). -* [:octocat: channels](https://github.com/django/channels) - :star: 4410 :fork_and_knife: 599 - Developer-friendly asynchrony for Django. -* [:octocat: websockets](https://github.com/aaugustin/websockets) - :star: 2731 :fork_and_knife: 314 - A library for building WebSocket servers and clients with a focus on correctness and simplicity. +* [:octocat: autobahn-python](https://github.com/crossbario/autobahn-python) - :star: 2179 :fork_and_knife: 617 - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). +* [:octocat: channels](https://github.com/django/channels) - :star: 4420 :fork_and_knife: 599 - Developer-friendly asynchrony for Django. +* [:octocat: websockets](https://github.com/aaugustin/websockets) - :star: 2752 :fork_and_knife: 317 - A library for building WebSocket servers and clients with a focus on correctness and simplicity. ## WSGI Servers *WSGI-compatible web servers.* -* [:octocat: bjoern](https://github.com/jonashaag/bjoern) - :star: 2339 :fork_and_knife: 169 - Asynchronous, very fast and written in C. -* [:octocat: gunicorn](https://github.com/benoitc/gunicorn) - :star: 6905 :fork_and_knife: 1286 - Pre-forked, partly written in C. +* [:octocat: bjoern](https://github.com/jonashaag/bjoern) - :star: 2353 :fork_and_knife: 170 - Asynchronous, very fast and written in C. +* [:octocat: gunicorn](https://github.com/benoitc/gunicorn) - :star: 6924 :fork_and_knife: 1287 - Pre-forked, partly written in C. * [:earth_americas: uWSGI](https://uwsgi-docs.readthedocs.io/en/latest/) - A project aims at developing a full stack for building hosting services, written in C. -* [:octocat: waitress](https://github.com/Pylons/waitress) - :star: 769 :fork_and_knife: 110 - Multi-threaded, powers Pyramid. -* [:octocat: werkzeug](https://github.com/pallets/werkzeug) - :star: 5338 :fork_and_knife: 1455 - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects. +* [:octocat: waitress](https://github.com/Pylons/waitress) - :star: 775 :fork_and_knife: 110 - Multi-threaded, powers Pyramid. +* [:octocat: werkzeug](https://github.com/pallets/werkzeug) - :star: 5350 :fork_and_knife: 1456 - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects. # Resources From c006c799f523ddfac79a78f2c71b003b9c105a3d Mon Sep 17 00:00:00 2001 From: trananhkma Date: Tue, 30 Jun 2020 14:50:51 +0700 Subject: [PATCH 4/8] "update 2020-06-30T14:50:51.717434" --- README.md | 882 +++++++++++++++++++++++++++--------------------------- 1 file changed, 441 insertions(+), 441 deletions(-) diff --git a/README.md b/README.md index 5fd035a..3afffa6 100644 --- a/README.md +++ b/README.md @@ -105,42 +105,42 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for administrative interfaces.* -* [:octocat: ajenti](https://github.com/ajenti/ajenti) - :star: 6022 :fork_and_knife: 737 - The admin panel your servers deserve. +* [:octocat: ajenti](https://github.com/ajenti/ajenti) - :star: 6043 :fork_and_knife: 740 - The admin panel your servers deserve. * [:earth_americas: django-grappelli](https://grappelliproject.com/) - A jazzy skin for the Django Admin-Interface. -* [:octocat: django-jet](https://github.com/geex-arts/django-jet) - :star: 2767 :fork_and_knife: 597 - Modern responsive template for the Django admin interface with improved functionality. +* [:octocat: django-jet](https://github.com/geex-arts/django-jet) - :star: 2773 :fork_and_knife: 599 - Modern responsive template for the Django admin interface with improved functionality. * [:earth_americas: django-suit](https://djangosuit.com/) - Alternative Django Admin-Interface (free only for Non-commercial use). -* [:octocat: django-xadmin](https://github.com/sshwsfc/xadmin) - :star: 4398 :fork_and_knife: 1352 - Drop-in replacement of Django admin comes with lots of goodies. -* [:octocat: jet-bridge](https://github.com/jet-admin/jet-bridge) - :star: 725 :fork_and_knife: 63 - Admin panel framework for any application with nice UI (ex Jet Django) -* [:octocat: flask-admin](https://github.com/flask-admin/flask-admin) - :star: 4284 :fork_and_knife: 1218 - Simple and extensible administrative interface framework for Flask. -* [:octocat: flower](https://github.com/mher/flower) - :star: 4286 :fork_and_knife: 744 - Real-time monitor and web admin for Celery. -* [:octocat: wooey](https://github.com/wooey/wooey) - :star: 1441 :fork_and_knife: 161 - A Django app which creates automatic web UIs for Python scripts. +* [:octocat: django-xadmin](https://github.com/sshwsfc/xadmin) - :star: 4404 :fork_and_knife: 1353 - Drop-in replacement of Django admin comes with lots of goodies. +* [:octocat: jet-bridge](https://github.com/jet-admin/jet-bridge) - :star: 730 :fork_and_knife: 65 - Admin panel framework for any application with nice UI (ex Jet Django) +* [:octocat: flask-admin](https://github.com/flask-admin/flask-admin) - :star: 4293 :fork_and_knife: 1225 - Simple and extensible administrative interface framework for Flask. +* [:octocat: flower](https://github.com/mher/flower) - :star: 4300 :fork_and_knife: 747 - Real-time monitor and web admin for Celery. +* [:octocat: wooey](https://github.com/wooey/wooey) - :star: 1450 :fork_and_knife: 162 - A Django app which creates automatic web UIs for Python scripts. ## Algorithms and Design Patterns *Python implementation of data structures, algorithms and design patterns.* * Algorithms - * [:octocat: TheAlgorithms](https://github.com/TheAlgorithms/Python) - :star: 77095 :fork_and_knife: 23191 - All Algorithms implemented in Python. - * [:octocat: algorithms](https://github.com/keon/algorithms) - :star: 17450 :fork_and_knife: 3522 - Minimal examples of data structures and algorithms. - * [:octocat: python-ds](https://github.com/prabhupant/python-ds) - :star: 966 :fork_and_knife: 323 - A collection of data structure and algorithms for coding interviews. - * [:octocat: sortedcontainers](https://github.com/grantjenks/python-sortedcontainers) - :star: 1745 :fork_and_knife: 111 - Fast and pure-Python implementation of sorted collections. + * [:octocat: TheAlgorithms](https://github.com/TheAlgorithms/Python) - :star: 77655 :fork_and_knife: 23363 - All Algorithms implemented in Python. + * [:octocat: algorithms](https://github.com/keon/algorithms) - :star: 17470 :fork_and_knife: 3531 - Minimal examples of data structures and algorithms. + * [:octocat: python-ds](https://github.com/prabhupant/python-ds) - :star: 977 :fork_and_knife: 324 - A collection of data structure and algorithms for coding interviews. + * [:octocat: sortedcontainers](https://github.com/grantjenks/python-sortedcontainers) - :star: 1760 :fork_and_knife: 111 - Fast and pure-Python implementation of sorted collections. * Design Patterns - * [:octocat: PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - :star: 996 :fork_and_knife: 94 - A simple yet effective library for implementing common design patterns. - * [:octocat: python-patterns](https://github.com/faif/python-patterns) - :star: 24998 :fork_and_knife: 5282 - A collection of design patterns in Python. - * [:octocat: transitions](https://github.com/pytransitions/transitions) - :star: 3024 :fork_and_knife: 378 - A lightweight, object-oriented finite state machine implementation. + * [:octocat: PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - :star: 1000 :fork_and_knife: 95 - A simple yet effective library for implementing common design patterns. + * [:octocat: python-patterns](https://github.com/faif/python-patterns) - :star: 25067 :fork_and_knife: 5298 - A collection of design patterns in Python. + * [:octocat: transitions](https://github.com/pytransitions/transitions) - :star: 3038 :fork_and_knife: 380 - A lightweight, object-oriented finite state machine implementation. ## ASGI Servers *[ASGI](https://asgi.readthedocs.io/en/latest/)-compatible web servers.* -* [:octocat: uvicorn](https://github.com/encode/uvicorn) - :star: 2689 :fork_and_knife: 197 - A lightning-fast ASGI server implementation, using uvloop and httptools. -* [:octocat: daphne](https://github.com/django/daphne) - :star: 1284 :fork_and_knife: 164 - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP. +* [:octocat: uvicorn](https://github.com/encode/uvicorn) - :star: 2731 :fork_and_knife: 199 - A lightning-fast ASGI server implementation, using uvloop and httptools. +* [:octocat: daphne](https://github.com/django/daphne) - :star: 1289 :fork_and_knife: 166 - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP. ## Asynchronous Programming * [:earth_americas: asyncio](https://docs.python.org/3/library/asyncio.html) - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks. - [awesome-asyncio](https://github.com/timofurrer/awesome-asyncio) -* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 6965 :fork_and_knife: 407 - Ultra fast asyncio event loop. +* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 6984 :fork_and_knife: 410 - Ultra fast asyncio event loop. * [:earth_americas: Twisted](https://twistedmatrix.com/trac/) - An event-driven networking engine. ## Audio @@ -148,34 +148,34 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for manipulating audio and its metadata.* * Audio - * [:octocat: audioread](https://github.com/beetbox/audioread) - :star: 327 :fork_and_knife: 78 - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. - * [:octocat: dejavu](https://github.com/worldveil/dejavu) - :star: 5004 :fork_and_knife: 1161 - Audio fingerprinting and recognition. - * [:octocat: matchering](https://github.com/sergree/matchering) - :star: 211 :fork_and_knife: 36 - A library for automated reference audio mastering. + * [:octocat: audioread](https://github.com/beetbox/audioread) - :star: 330 :fork_and_knife: 78 - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. + * [:octocat: dejavu](https://github.com/worldveil/dejavu) - :star: 5017 :fork_and_knife: 1170 - Audio fingerprinting and recognition. + * [:octocat: matchering](https://github.com/sergree/matchering) - :star: 216 :fork_and_knife: 38 - A library for automated reference audio mastering. * [:earth_americas: mingus](http://bspaans.github.io/python-mingus/) - An advanced music theory and notation package with MIDI file and playback support. - * [:octocat: pyAudioAnalysis](https://github.com/tyiannak/pyAudioAnalysis) - :star: 3213 :fork_and_knife: 879 - Audio feature extraction, classification, segmentation and applications. - * [:octocat: pydub](https://github.com/jiaaro/pydub) - :star: 4508 :fork_and_knife: 628 - Manipulate audio with a simple and easy high level interface. - * [:octocat: TimeSide](https://github.com/Parisson/TimeSide) - :star: 287 :fork_and_knife: 48 - Open web audio processing framework. + * [:octocat: pyAudioAnalysis](https://github.com/tyiannak/pyAudioAnalysis) - :star: 3241 :fork_and_knife: 879 - Audio feature extraction, classification, segmentation and applications. + * [:octocat: pydub](https://github.com/jiaaro/pydub) - :star: 4535 :fork_and_knife: 632 - Manipulate audio with a simple and easy high level interface. + * [:octocat: TimeSide](https://github.com/Parisson/TimeSide) - :star: 288 :fork_and_knife: 48 - Open web audio processing framework. * Metadata - * [:octocat: beets](https://github.com/beetbox/beets) - :star: 9430 :fork_and_knife: 1592 - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger. - * [:octocat: eyeD3](https://github.com/nicfit/eyeD3) - :star: 231 :fork_and_knife: 37 - A tool for working with audio files, specifically MP3 files containing ID3 metadata. - * [:octocat: mutagen](https://github.com/quodlibet/mutagen) - :star: 618 :fork_and_knife: 88 - A Python module to handle audio metadata. - * [:octocat: tinytag](https://github.com/devsnd/tinytag) - :star: 396 :fork_and_knife: 78 - A library for reading music meta data of MP3, OGG, FLAC and Wave files. + * [:octocat: beets](https://github.com/beetbox/beets) - :star: 9437 :fork_and_knife: 1594 - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger. + * [:octocat: eyeD3](https://github.com/nicfit/eyeD3) - :star: 233 :fork_and_knife: 38 - A tool for working with audio files, specifically MP3 files containing ID3 metadata. + * [:octocat: mutagen](https://github.com/quodlibet/mutagen) - :star: 620 :fork_and_knife: 90 - A Python module to handle audio metadata. + * [:octocat: tinytag](https://github.com/devsnd/tinytag) - :star: 397 :fork_and_knife: 77 - A library for reading music meta data of MP3, OGG, FLAC and Wave files. ## Authentication *Libraries for implementing authentications schemes.* * OAuth - * [:octocat: authlib](https://github.com/lepture/authlib) - :star: 1869 :fork_and_knife: 193 - JavaScript Object Signing and Encryption draft implementation. - * [:octocat: django-allauth](https://github.com/pennersr/django-allauth) - :star: 5567 :fork_and_knife: 1964 - Authentication app for Django that "just works." - * [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - :star: 1946 :fork_and_knife: 554 - OAuth 2 goodies for Django. - * [:octocat: oauthlib](https://github.com/idan/oauthlib) - :star: 2043 :fork_and_knife: 412 - A generic and thorough implementation of the OAuth request-signing logic. - * [:octocat: python-oauth2](https://github.com/joestump/python-oauth2) - :star: 2916 :fork_and_knife: 1042 - A fully tested, abstract interface to creating OAuth clients and servers. - * [:octocat: python-social-auth](https://github.com/omab/python-social-auth) - :star: 2785 :fork_and_knife: 1141 - An easy-to-setup social authentication mechanism. + * [:octocat: authlib](https://github.com/lepture/authlib) - :star: 1892 :fork_and_knife: 191 - JavaScript Object Signing and Encryption draft implementation. + * [:octocat: django-allauth](https://github.com/pennersr/django-allauth) - :star: 5593 :fork_and_knife: 1981 - Authentication app for Django that "just works." + * [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - :star: 1957 :fork_and_knife: 558 - OAuth 2 goodies for Django. + * [:octocat: oauthlib](https://github.com/idan/oauthlib) - :star: 2048 :fork_and_knife: 413 - A generic and thorough implementation of the OAuth request-signing logic. + * [:octocat: python-oauth2](https://github.com/joestump/python-oauth2) - :star: 2918 :fork_and_knife: 1042 - A fully tested, abstract interface to creating OAuth clients and servers. + * [:octocat: python-social-auth](https://github.com/omab/python-social-auth) - :star: 2788 :fork_and_knife: 1141 - An easy-to-setup social authentication mechanism. * JWT - * [:octocat: pyjwt](https://github.com/jpadilla/pyjwt) - :star: 3311 :fork_and_knife: 425 - JSON Web Token implementation in Python. - * [:octocat: python-jose](https://github.com/mpdavis/python-jose/) - :star: 631 :fork_and_knife: 126 - A JOSE implementation in Python. - * [:octocat: python-jwt](https://github.com/davedoesdev/python-jwt) - :star: 171 :fork_and_knife: 24 - A module for generating and verifying JSON Web Tokens. + * [:octocat: pyjwt](https://github.com/jpadilla/pyjwt) - :star: 3319 :fork_and_knife: 428 - JSON Web Token implementation in Python. + * [:octocat: python-jose](https://github.com/mpdavis/python-jose/) - :star: 633 :fork_and_knife: 126 - A JOSE implementation in Python. + * [:octocat: python-jwt](https://github.com/davedoesdev/python-jwt) - :star: 171 :fork_and_knife: 23 - A module for generating and verifying JSON Web Tokens. ## Build Tools @@ -183,8 +183,8 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: BitBake](http://www.yoctoproject.org/docs/1.6/bitbake-user-manual/bitbake-user-manual.html) - A make-like build tool for embedded Linux. * [:earth_americas: buildout](http://www.buildout.org/en/latest/) - A build system for creating, assembling and deploying applications from multiple parts. -* [:octocat: PlatformIO](https://github.com/platformio/platformio-core) - :star: 4144 :fork_and_knife: 526 - A console tool to build code with different development platforms. -* [:octocat: pybuilder](https://github.com/pybuilder/pybuilder) - :star: 1216 :fork_and_knife: 220 - A continuous build tool written in pure Python. +* [:octocat: PlatformIO](https://github.com/platformio/platformio-core) - :star: 4168 :fork_and_knife: 532 - A console tool to build code with different development platforms. +* [:octocat: pybuilder](https://github.com/pybuilder/pybuilder) - :star: 1219 :fork_and_knife: 220 - A continuous build tool written in pure Python. * [:earth_americas: SCons](http://www.scons.org/) - A software construction tool. ## Built-in Classes Enhancement @@ -192,9 +192,9 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for enhancing Python built-in classes.* * [:earth_americas: dataclasses](https://docs.python.org/3/library/dataclasses.html) - (Python standard library) Data classes. -* [:octocat: attrs](https://github.com/python-attrs/attrs) - :star: 3105 :fork_and_knife: 220 - Replacement for `__init__`, `__eq__`, `__repr__`, etc. boilerplate in class definitions. -* [:octocat: bidict](https://github.com/jab/bidict) - :star: 604 :fork_and_knife: 34 - Efficient, Pythonic bidirectional map data structures and related functionality.. -* [:octocat: Box](https://github.com/cdgriffith/Box) - :star: 1469 :fork_and_knife: 60 - Python dictionaries with advanced dot notation access. +* [:octocat: attrs](https://github.com/python-attrs/attrs) - :star: 3117 :fork_and_knife: 219 - Replacement for `__init__`, `__eq__`, `__repr__`, etc. boilerplate in class definitions. +* [:octocat: bidict](https://github.com/jab/bidict) - :star: 607 :fork_and_knife: 34 - Efficient, Pythonic bidirectional map data structures and related functionality.. +* [:octocat: Box](https://github.com/cdgriffith/Box) - :star: 1473 :fork_and_knife: 60 - Python dictionaries with advanced dot notation access. * [:octocat: DottedDict](https://github.com/carlosescri/DottedDict) - :star: 98 :fork_and_knife: 12 - A library that provides a method of accessing lists and dicts with a dotted path notation. ## CMS @@ -203,12 +203,12 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: wagtail](https://wagtail.io/) - A Django content management system. * [:earth_americas: django-cms](https://www.django-cms.org/en/) - An Open source enterprise CMS based on the Django. -* [:octocat: feincms](https://github.com/feincms/feincms) - :star: 775 :fork_and_knife: 221 - One of the most advanced Content Management Systems built on Django. -* [:octocat: indico](https://github.com/indico/indico) - :star: 1045 :fork_and_knife: 239 - A feature-rich event management system, made @ [CERN](https://en.wikipedia.org/wiki/CERN). -* [:octocat: Kotti](https://github.com/Kotti/Kotti) - :star: 349 :fork_and_knife: 112 - A high-level, Pythonic web application framework built on Pyramid. -* [:octocat: mezzanine](https://github.com/stephenmcd/mezzanine) - :star: 4087 :fork_and_knife: 1478 - A powerful, consistent, and flexible content management platform. +* [:octocat: feincms](https://github.com/feincms/feincms) - :star: 775 :fork_and_knife: 223 - One of the most advanced Content Management Systems built on Django. +* [:octocat: indico](https://github.com/indico/indico) - :star: 1049 :fork_and_knife: 240 - A feature-rich event management system, made @ [CERN](https://en.wikipedia.org/wiki/CERN). +* [:octocat: Kotti](https://github.com/Kotti/Kotti) - :star: 351 :fork_and_knife: 114 - A high-level, Pythonic web application framework built on Pyramid. +* [:octocat: mezzanine](https://github.com/stephenmcd/mezzanine) - :star: 4091 :fork_and_knife: 1480 - A powerful, consistent, and flexible content management platform. * [:earth_americas: plone](https://plone.org/) - A CMS built on top of the open source application server Zope. -* [:octocat: quokka](https://github.com/rochacbruno/quokka) - :star: 2187 :fork_and_knife: 459 - Flexible, extensible, small CMS powered by Flask and MongoDB. +* [:octocat: quokka](https://github.com/rochacbruno/quokka) - :star: 2190 :fork_and_knife: 461 - Flexible, extensible, small CMS powered by Flask and MongoDB. ## Caching @@ -216,7 +216,7 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: beaker](https://github.com/bbangert/beaker) - :star: 443 :fork_and_knife: 127 - A WSGI middleware for sessions and caching. * [:octocat: django-cache-machine](https://github.com/django-cache-machine/django-cache-machine) - :star: 788 :fork_and_knife: 154 - Automatic caching and invalidation for Django models. -* [:octocat: django-cacheops](https://github.com/Suor/django-cacheops) - :star: 1250 :fork_and_knife: 161 - A slick ORM cache with automatic granular event-driven invalidation. +* [:octocat: django-cacheops](https://github.com/Suor/django-cacheops) - :star: 1256 :fork_and_knife: 161 - A slick ORM cache with automatic granular event-driven invalidation. * [:earth_americas: dogpile.cache](http://dogpilecache.readthedocs.io/en/latest/) - dogpile.cache is next generation replacement for Beaker made by same authors. * [:earth_americas: HermesCache](https://pypi.org/project/HermesCache/) - Python caching library with tag-based invalidation and dogpile effect prevention. * [:octocat: pylibmc](https://github.com/lericson/pylibmc) - :star: 432 :fork_and_knife: 120 - A Python wrapper around the [libmemcached](https://libmemcached.org/libMemcached.html) interface. @@ -226,33 +226,33 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for chatbot development.* -* [:octocat: errbot](https://github.com/errbotio/errbot/) - :star: 2259 :fork_and_knife: 498 - The easiest and most popular chatbot to implement ChatOps. +* [:octocat: errbot](https://github.com/errbotio/errbot/) - :star: 2263 :fork_and_knife: 500 - The easiest and most popular chatbot to implement ChatOps. ## Code Analysis *Tools of static analysis, linters and code quality checkers. Also see [awesome-static-analysis](https://github.com/mre/awesome-static-analysis).* * Code Analysis - * [:octocat: coala](https://github.com/coala/coala/) - :star: 3011 :fork_and_knife: 1351 - Language independent and easily extendable code analysis application. - * [:octocat: code2flow](https://github.com/scottrogowski/code2flow) - :star: 737 :fork_and_knife: 124 - Turn your Python and JavaScript code into DOT flowcharts. - * [:octocat: prospector](https://github.com/PyCQA/prospector) - :star: 1263 :fork_and_knife: 110 - A tool to analyse Python code. - * [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - :star: 1437 :fork_and_knife: 246 - A library that visualises the flow (call graph) of your Python application. - * [:octocat: vulture](https://github.com/jendrikseipp/vulture) - :star: 918 :fork_and_knife: 52 - A tool for finding and analysing dead Python code. + * [:octocat: coala](https://github.com/coala/coala/) - :star: 3020 :fork_and_knife: 1351 - Language independent and easily extendable code analysis application. + * [:octocat: code2flow](https://github.com/scottrogowski/code2flow) - :star: 741 :fork_and_knife: 125 - Turn your Python and JavaScript code into DOT flowcharts. + * [:octocat: prospector](https://github.com/PyCQA/prospector) - :star: 1267 :fork_and_knife: 110 - A tool to analyse Python code. + * [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - :star: 1440 :fork_and_knife: 246 - A library that visualises the flow (call graph) of your Python application. + * [:octocat: vulture](https://github.com/jendrikseipp/vulture) - :star: 951 :fork_and_knife: 53 - A tool for finding and analysing dead Python code. * Code Linters * [:earth_americas: flake8](https://pypi.org/project/flake8/) - A wrapper around `pycodestyle`, `pyflakes` and McCabe. - * [:octocat: awesome-flake8-extensions](https://github.com/DmytroLitvinov/awesome-flake8-extensions) - :star: 341 :fork_and_knife: 15 + * [:octocat: awesome-flake8-extensions](https://github.com/DmytroLitvinov/awesome-flake8-extensions) - :star: 344 :fork_and_knife: 16 * [:earth_americas: pylint](https://www.pylint.org/) - A fully customizable source code analyzer. - * [:octocat: pylama](https://github.com/klen/pylama) - :star: 703 :fork_and_knife: 72 - A code audit tool for Python and JavaScript. - * [:octocat: wemake-python-styleguide](https://github.com/wemake-services/wemake-python-styleguide) - :star: 1037 :fork_and_knife: 209 - The strictest and most opinionated python linter ever. + * [:octocat: pylama](https://github.com/klen/pylama) - :star: 706 :fork_and_knife: 72 - A code audit tool for Python and JavaScript. + * [:octocat: wemake-python-styleguide](https://github.com/wemake-services/wemake-python-styleguide) - :star: 1045 :fork_and_knife: 207 - The strictest and most opinionated python linter ever. * Code Formatters - * [:octocat: black](https://github.com/python/black) - :star: 16444 :fork_and_knife: 990 - The uncompromising Python code formatter. - * [:octocat: yapf](https://github.com/google/yapf) - :star: 10746 :fork_and_knife: 726 - Yet another Python code formatter from Google. + * [:octocat: black](https://github.com/python/black) - :star: 16550 :fork_and_knife: 1001 - The uncompromising Python code formatter. + * [:octocat: yapf](https://github.com/google/yapf) - :star: 10776 :fork_and_knife: 726 - Yet another Python code formatter from Google. * Static Type Checkers, also see [awesome-python-typing](https://github.com/typeddjango/awesome-python-typing) * [:earth_americas: mypy](http://mypy-lang.org/) - Check variable types during compile time. - * [:octocat: typeshed](https://github.com/python/typeshed) - :star: 1705 :fork_and_knife: 854 - Collection of library stubs for Python, with static types. - * [:octocat: pyre-check](https://github.com/facebook/pyre-check) - :star: 3419 :fork_and_knife: 193 - Performant type checking. + * [:octocat: typeshed](https://github.com/python/typeshed) - :star: 1727 :fork_and_knife: 865 - Collection of library stubs for Python, with static types. + * [:octocat: pyre-check](https://github.com/facebook/pyre-check) - :star: 3428 :fork_and_knife: 195 - Performant type checking. * Static Type Annotations Generators - * [:octocat: MonkeyType](https://github.com/Instagram/MonkeyType) - :star: 2990 :fork_and_knife: 112 - A system for Python that generates static type annotations by collecting runtime types + * [:octocat: MonkeyType](https://github.com/Instagram/MonkeyType) - :star: 3004 :fork_and_knife: 113 - A system for Python that generates static type annotations by collecting runtime types ## Command-line Interface Development @@ -263,38 +263,38 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: click](http://click.pocoo.org/dev/) - A package for creating beautiful command line interfaces in a composable way. * [:earth_americas: cliff](https://docs.openstack.org/developer/cliff/) - A framework for creating command-line programs with multi-level commands. * [:earth_americas: docopt](http://docopt.org/) - Pythonic command line arguments parser. - * [:octocat: python-fire](https://github.com/google/python-fire) - :star: 17209 :fork_and_knife: 1050 - A library for creating command line interfaces from absolutely any Python object. - * [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - :star: 6337 :fork_and_knife: 481 - A library for building powerful interactive command lines. + * [:octocat: python-fire](https://github.com/google/python-fire) - :star: 17253 :fork_and_knife: 1057 - A library for creating command line interfaces from absolutely any Python object. + * [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - :star: 6355 :fork_and_knife: 482 - A library for building powerful interactive command lines. * Terminal Rendering - * [:octocat: asciimatics](https://github.com/peterbrittain/asciimatics) - :star: 1875 :fork_and_knife: 155 - A package to create full-screen text UIs (from interactive forms to ASCII animations). - * [:octocat: bashplotlib](https://github.com/glamp/bashplotlib) - :star: 1412 :fork_and_knife: 116 - Making basic plots in the terminal. + * [:octocat: asciimatics](https://github.com/peterbrittain/asciimatics) - :star: 1886 :fork_and_knife: 156 - A package to create full-screen text UIs (from interactive forms to ASCII animations). + * [:octocat: bashplotlib](https://github.com/glamp/bashplotlib) - :star: 1417 :fork_and_knife: 115 - Making basic plots in the terminal. * [:earth_americas: colorama](https://pypi.org/project/colorama/) - Cross-platform colored terminal text. - * [:octocat: rich](https://github.com/willmcgugan/rich) - :star: 7429 :fork_and_knife: 170 - Python library for rich text and beautiful formatting in the terminal. Also provides a great `RichHandler` log handler. - * [:octocat: tqdm](https://github.com/tqdm/tqdm) - :star: 14894 :fork_and_knife: 771 - Fast, extensible progress bar for loops and CLI. - * [:octocat: alive-progress](https://github.com/rsalmei/alive-progress) - :star: 633 :fork_and_knife: 20 - A new kind of Progress Bar, with real-time throughput, eta and very cool animations. + * [:octocat: rich](https://github.com/willmcgugan/rich) - :star: 7712 :fork_and_knife: 182 - Python library for rich text and beautiful formatting in the terminal. Also provides a great `RichHandler` log handler. + * [:octocat: tqdm](https://github.com/tqdm/tqdm) - :star: 14975 :fork_and_knife: 775 - Fast, extensible progress bar for loops and CLI. + * [:octocat: alive-progress](https://github.com/rsalmei/alive-progress) - :star: 647 :fork_and_knife: 20 - A new kind of Progress Bar, with real-time throughput, eta and very cool animations. ## Command-line Tools *Useful CLI-based tools for productivity.* * Productivity Tools - * [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - :star: 12219 :fork_and_knife: 1300 - A command-line utility that creates projects from cookiecutters (project templates). - * [:octocat: doitlive](https://github.com/sloria/doitlive) - :star: 2770 :fork_and_knife: 87 - A tool for live presentations in the terminal. - * [:octocat: howdoi](https://github.com/gleitz/howdoi) - :star: 8101 :fork_and_knife: 741 - Instant coding answers via the command line. - * [:octocat: Invoke](https://github.com/pyinvoke/invoke#readme) - :star: 2884 :fork_and_knife: 257 - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks. - * [:octocat: PathPicker](https://github.com/facebook/PathPicker) - :star: 4408 :fork_and_knife: 270 - Select files out of bash output. - * [:octocat: percol](https://github.com/mooz/percol) - :star: 2922 :fork_and_knife: 147 - Adds flavor of interactive selection to the traditional pipe concept on UNIX. - * [:octocat: thefuck](https://github.com/nvbn/thefuck) - :star: 53955 :fork_and_knife: 2711 - Correcting your previous console command. - * [:octocat: tmuxp](https://github.com/tony/tmuxp) - :star: 2782 :fork_and_knife: 179 - A [tmux](https://github.com/tmux/tmux) session manager. + * [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - :star: 12293 :fork_and_knife: 1306 - A command-line utility that creates projects from cookiecutters (project templates). + * [:octocat: doitlive](https://github.com/sloria/doitlive) - :star: 2773 :fork_and_knife: 87 - A tool for live presentations in the terminal. + * [:octocat: howdoi](https://github.com/gleitz/howdoi) - :star: 8165 :fork_and_knife: 747 - Instant coding answers via the command line. + * [:octocat: Invoke](https://github.com/pyinvoke/invoke#readme) - :star: 2895 :fork_and_knife: 260 - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks. + * [:octocat: PathPicker](https://github.com/facebook/PathPicker) - :star: 4413 :fork_and_knife: 269 - Select files out of bash output. + * [:octocat: percol](https://github.com/mooz/percol) - :star: 2926 :fork_and_knife: 147 - Adds flavor of interactive selection to the traditional pipe concept on UNIX. + * [:octocat: thefuck](https://github.com/nvbn/thefuck) - :star: 54066 :fork_and_knife: 2717 - Correcting your previous console command. + * [:octocat: tmuxp](https://github.com/tony/tmuxp) - :star: 2781 :fork_and_knife: 181 - A [tmux](https://github.com/tmux/tmux) session manager. * [:octocat: try](https://github.com/timofurrer/try) - :star: 548 :fork_and_knife: 29 - A dead simple CLI to try out python packages - it's never been easier. * CLI Enhancements - * [:octocat: httpie](https://github.com/jakubroztocil/httpie) - :star: 47038 :fork_and_knife: 3047 - A command line HTTP client, a user-friendly cURL replacement. - * [:octocat: kube-shell](https://github.com/cloudnativelabs/kube-shell) - :star: 1617 :fork_and_knife: 130 - An integrated shell for working with the Kubernetes CLI. - * [:octocat: mycli](https://github.com/dbcli/mycli) - :star: 8733 :fork_and_knife: 532 - MySQL CLI with autocompletion and syntax highlighting. - * [:octocat: pgcli](https://github.com/dbcli/pgcli) - :star: 8750 :fork_and_knife: 403 - PostgreSQL CLI with autocompletion and syntax highlighting. - * [:octocat: iredis](https://github.com/laixintao/iredis) - :star: 1087 :fork_and_knife: 39 - Redis CLI with autocompletion and syntax highlighting. - * [:octocat: litecli](https://github.com/dbcli/litecli) - :star: 1137 :fork_and_knife: 31 - SQLite CLI with autocompletion and syntax highlighting. - * [:octocat: saws](https://github.com/donnemartin/saws) - :star: 4505 :fork_and_knife: 244 - A Supercharged [aws-cli](https://github.com/aws/aws-cli). + * [:octocat: httpie](https://github.com/jakubroztocil/httpie) - :star: 47131 :fork_and_knife: 3049 - A command line HTTP client, a user-friendly cURL replacement. + * [:octocat: kube-shell](https://github.com/cloudnativelabs/kube-shell) - :star: 1622 :fork_and_knife: 130 - An integrated shell for working with the Kubernetes CLI. + * [:octocat: mycli](https://github.com/dbcli/mycli) - :star: 8748 :fork_and_knife: 531 - MySQL CLI with autocompletion and syntax highlighting. + * [:octocat: pgcli](https://github.com/dbcli/pgcli) - :star: 8770 :fork_and_knife: 403 - PostgreSQL CLI with autocompletion and syntax highlighting. + * [:octocat: iredis](https://github.com/laixintao/iredis) - :star: 1097 :fork_and_knife: 39 - Redis CLI with autocompletion and syntax highlighting. + * [:octocat: litecli](https://github.com/dbcli/litecli) - :star: 1151 :fork_and_knife: 33 - SQLite CLI with autocompletion and syntax highlighting. + * [:octocat: saws](https://github.com/donnemartin/saws) - :star: 4516 :fork_and_knife: 245 - A Supercharged [aws-cli](https://github.com/aws/aws-cli). ## Compatibility @@ -308,11 +308,11 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for Computer Vision.* -* [:octocat: Kornia](https://github.com/kornia/kornia/) - :star: 2522 :fork_and_knife: 262 - Open Source Differentiable Computer Vision Library for PyTorch. +* [:octocat: Kornia](https://github.com/kornia/kornia/) - :star: 2550 :fork_and_knife: 266 - Open Source Differentiable Computer Vision Library for PyTorch. * [:earth_americas: OpenCV](https://opencv.org/) - Open Source Computer Vision Library. -* [:octocat: pytesseract](https://github.com/madmaze/pytesseract) - :star: 2955 :fork_and_knife: 449 - Another wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr). -* [:octocat: tesserocr](https://github.com/sirfz/tesserocr) - :star: 1256 :fork_and_knife: 177 - A simple, Pillow-friendly, wrapper around the `tesseract-ocr` API for OCR. -* [:octocat: SimpleCV](https://github.com/sightmachine/SimpleCV) - :star: 2417 :fork_and_knife: 757 - An open source framework for building computer vision applications. +* [:octocat: pytesseract](https://github.com/madmaze/pytesseract) - :star: 2972 :fork_and_knife: 453 - Another wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr). +* [:octocat: tesserocr](https://github.com/sirfz/tesserocr) - :star: 1264 :fork_and_knife: 177 - A simple, Pillow-friendly, wrapper around the `tesseract-ocr` API for OCR. +* [:octocat: SimpleCV](https://github.com/sightmachine/SimpleCV) - :star: 2419 :fork_and_knife: 759 - An open source framework for building computer vision applications. ## Concurrency and Parallelism @@ -321,9 +321,9 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: concurrent.futures](https://docs.python.org/3/library/concurrent.futures.html) - (Python standard library) A high-level interface for asynchronously executing callables. * [:earth_americas: multiprocessing](https://docs.python.org/3/library/multiprocessing.html) - (Python standard library) Process-based parallelism. * [:earth_americas: eventlet](http://eventlet.net/) - Asynchronous framework with WSGI support. -* [:octocat: gevent](http://www.gevent.org/) - :star: 1146 :fork_and_knife: 181 - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet). -* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 6965 :fork_and_knife: 407 - Ultra fast implementation of `asyncio` event loop on top of `libuv`. -* [:octocat: scoop](https://github.com/soravux/scoop) - :star: 454 :fork_and_knife: 74 - Scalable Concurrent Operations in Python. +* [:octocat: gevent](http://www.gevent.org/) - :star: 1148 :fork_and_knife: 182 - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet). +* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 6984 :fork_and_knife: 410 - Ultra fast implementation of `asyncio` event loop on top of `libuv`. +* [:octocat: scoop](https://github.com/soravux/scoop) - :star: 455 :fork_and_knife: 74 - Scalable Concurrent Operations in Python. ## Configuration @@ -332,159 +332,159 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: configobj](https://github.com/DiffSK/configobj) - :star: 230 :fork_and_knife: 52 - INI file parser with validation. * [:earth_americas: configparser](https://docs.python.org/3/library/configparser.html) - (Python standard library) INI file parser. * [:earth_americas: profig](https://profig.readthedocs.io/en/latest/) - Config from multiple formats with value conversion. -* [:octocat: python-decouple](https://github.com/henriquebastos/python-decouple) - :star: 1352 :fork_and_knife: 125 - Strict separation of settings from code. -* [:octocat: hydra](https://github.com/facebookresearch/hydra) - :star: 2437 :fork_and_knife: 164 - Hydra is a framework for elegantly configuring complex applications. +* [:octocat: python-decouple](https://github.com/henriquebastos/python-decouple) - :star: 1364 :fork_and_knife: 125 - Strict separation of settings from code. +* [:octocat: hydra](https://github.com/facebookresearch/hydra) - :star: 2489 :fork_and_knife: 170 - Hydra is a framework for elegantly configuring complex applications. ## Cryptography * [:earth_americas: cryptography](https://cryptography.io/en/latest/) - A package designed to expose cryptographic primitives and recipes to Python developers. -* [:octocat: paramiko](https://github.com/paramiko/paramiko) - :star: 6314 :fork_and_knife: 1558 - The leading native Python SSHv2 protocol library. +* [:octocat: paramiko](https://github.com/paramiko/paramiko) - :star: 6328 :fork_and_knife: 1559 - The leading native Python SSHv2 protocol library. * [:earth_americas: passlib](https://passlib.readthedocs.io/en/stable/) - Secure password storage/hashing library, very high level. -* [:octocat: pynacl](https://github.com/pyca/pynacl) - :star: 702 :fork_and_knife: 143 - Python binding to the Networking and Cryptography (NaCl) library. +* [:octocat: pynacl](https://github.com/pyca/pynacl) - :star: 706 :fork_and_knife: 142 - Python binding to the Networking and Cryptography (NaCl) library. ## Data Analysis *Libraries for data analyzing.* -* [:octocat: Blaze](https://github.com/blaze/blaze) - :star: 2882 :fork_and_knife: 370 - NumPy and Pandas interface to Big Data. -* [:octocat: Open Mining](https://github.com/mining/mining) - :star: 1087 :fork_and_knife: 221 - Business Intelligence (BI) in Pandas interface. +* [:octocat: Blaze](https://github.com/blaze/blaze) - :star: 2885 :fork_and_knife: 371 - NumPy and Pandas interface to Big Data. +* [:octocat: Open Mining](https://github.com/mining/mining) - :star: 1088 :fork_and_knife: 222 - Business Intelligence (BI) in Pandas interface. * [:earth_americas: Orange](https://orange.biolab.si/) - Data mining, data visualization, analysis and machine learning through visual programming or scripts. * [:earth_americas: Pandas](http://pandas.pydata.org/) - A library providing high-performance, easy-to-use data structures and data analysis tools. -* [:octocat: Optimus](https://github.com/ironmussa/Optimus) - :star: 903 :fork_and_knife: 182 - Agile Data Science Workflows made easy with PySpark. -* [:octocat: AWS Data Wrangler](https://github.com/awslabs/aws-data-wrangler) - :star: 792 :fork_and_knife: 103 - Pandas on AWS. +* [:octocat: Optimus](https://github.com/ironmussa/Optimus) - :star: 905 :fork_and_knife: 185 - Agile Data Science Workflows made easy with PySpark. +* [:octocat: AWS Data Wrangler](https://github.com/awslabs/aws-data-wrangler) - :star: 816 :fork_and_knife: 111 - Pandas on AWS. ## Data Validation *Libraries for validating data. Used for forms in many cases.* -* [:octocat: Cerberus](https://github.com/pyeve/cerberus) - :star: 2110 :fork_and_knife: 193 - A lightweight and extensible data validation library. +* [:octocat: Cerberus](https://github.com/pyeve/cerberus) - :star: 2113 :fork_and_knife: 192 - A lightweight and extensible data validation library. * [:earth_americas: colander](https://docs.pylonsproject.org/projects/colander/en/latest/) - Validating and deserializing data obtained via XML, JSON, an HTML form post. -* [:octocat: jsonschema](https://github.com/Julian/jsonschema) - :star: 2829 :fork_and_knife: 417 - An implementation of [JSON Schema](http://json-schema.org/) for Python. -* [:octocat: schema](https://github.com/keleshev/schema) - :star: 2083 :fork_and_knife: 157 - A library for validating Python data structures. -* [:octocat: Schematics](https://github.com/schematics/schematics) - :star: 2350 :fork_and_knife: 285 - Data Structure Validation. +* [:octocat: jsonschema](https://github.com/Julian/jsonschema) - :star: 2837 :fork_and_knife: 420 - An implementation of [JSON Schema](http://json-schema.org/) for Python. +* [:octocat: schema](https://github.com/keleshev/schema) - :star: 2091 :fork_and_knife: 157 - A library for validating Python data structures. +* [:octocat: Schematics](https://github.com/schematics/schematics) - :star: 2348 :fork_and_knife: 284 - Data Structure Validation. * [:octocat: valideer](https://github.com/podio/valideer) - :star: 235 :fork_and_knife: 17 - Lightweight extensible data validation and adaptation library. -* [:octocat: voluptuous](https://github.com/alecthomas/voluptuous) - :star: 1617 :fork_and_knife: 185 - A Python data validation library. +* [:octocat: voluptuous](https://github.com/alecthomas/voluptuous) - :star: 1622 :fork_and_knife: 185 - A Python data validation library. ## Data Visualization *Libraries for visualizing data. Also see [awesome-javascript](https://github.com/sorrycc/awesome-javascript#data-visualization).* -* [:octocat: Altair](https://github.com/altair-viz/altair) - :star: 5649 :fork_and_knife: 526 - Declarative statistical visualization library for Python. -* [:octocat: Bokeh](https://github.com/bokeh/bokeh) - :star: 13571 :fork_and_knife: 3440 - Interactive Web Plotting for Python. -* [:octocat: bqplot](https://github.com/bloomberg/bqplot) - :star: 2807 :fork_and_knife: 407 - Interactive Plotting Library for the Jupyter Notebook +* [:octocat: Altair](https://github.com/altair-viz/altair) - :star: 5666 :fork_and_knife: 525 - Declarative statistical visualization library for Python. +* [:octocat: Bokeh](https://github.com/bokeh/bokeh) - :star: 13628 :fork_and_knife: 3449 - Interactive Web Plotting for Python. +* [:octocat: bqplot](https://github.com/bloomberg/bqplot) - :star: 2810 :fork_and_knife: 408 - Interactive Plotting Library for the Jupyter Notebook * [:earth_americas: Dash](https://plot.ly/products/dash/) - Built on top of Flask, React and Plotly aimed at analytical web applications. - * [:octocat: awesome-dash](https://github.com/Acrotrend/awesome-dash) - :star: 803 :fork_and_knife: 130 -* [:octocat: diagrams](https://github.com/mingrammer/diagrams) - :star: 5284 :fork_and_knife: 272 - Diagram as Code. -* [:octocat: plotnine](https://github.com/has2k1/plotnine) - :star: 2259 :fork_and_knife: 117 - A grammar of graphics for Python based on ggplot2. + * [:octocat: awesome-dash](https://github.com/Acrotrend/awesome-dash) - :star: 812 :fork_and_knife: 132 +* [:octocat: diagrams](https://github.com/mingrammer/diagrams) - :star: 5342 :fork_and_knife: 283 - Diagram as Code. +* [:octocat: plotnine](https://github.com/has2k1/plotnine) - :star: 2270 :fork_and_knife: 119 - A grammar of graphics for Python based on ggplot2. * [:earth_americas: Matplotlib](http://matplotlib.org/) - A Python 2D plotting library. * [:earth_americas: Pygal](http://www.pygal.org/en/latest/) - A Python SVG Charts Creator. * [:earth_americas: PyGraphviz](https://pypi.org/project/pygraphviz/) - Python interface to [Graphviz](http://www.graphviz.org/). * [:earth_americas: PyQtGraph](http://www.pyqtgraph.org/) - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets. -* [:octocat: Seaborn](https://github.com/mwaskom/seaborn) - :star: 7323 :fork_and_knife: 1259 - Statistical data visualization using Matplotlib. -* [:octocat: VisPy](https://github.com/vispy/vispy) - :star: 2358 :fork_and_knife: 516 - High-performance scientific visualization based on OpenGL. +* [:octocat: Seaborn](https://github.com/mwaskom/seaborn) - :star: 7358 :fork_and_knife: 1263 - Statistical data visualization using Matplotlib. +* [:octocat: VisPy](https://github.com/vispy/vispy) - :star: 2364 :fork_and_knife: 519 - High-performance scientific visualization based on OpenGL. ## Database *Databases implemented in Python.* -* [:octocat: pickleDB](https://github.com/patx/pickledb) - :star: 478 :fork_and_knife: 88 - A simple and lightweight key-value store for Python. -* [:octocat: tinydb](https://github.com/msiemens/tinydb) - :star: 3529 :fork_and_knife: 324 - A tiny, document-oriented database. -* [:octocat: ZODB](https://github.com/zopefoundation/ZODB) - :star: 400 :fork_and_knife: 57 - A native object database for Python. A key-value and object graph database. +* [:octocat: pickleDB](https://github.com/patx/pickledb) - :star: 481 :fork_and_knife: 88 - A simple and lightweight key-value store for Python. +* [:octocat: tinydb](https://github.com/msiemens/tinydb) - :star: 3553 :fork_and_knife: 325 - A tiny, document-oriented database. +* [:octocat: ZODB](https://github.com/zopefoundation/ZODB) - :star: 402 :fork_and_knife: 57 - A native object database for Python. A key-value and object graph database. ## Database Drivers *Libraries for connecting and operating databases.* * MySQL - [awesome-mysql](http://shlomi-noach.github.io/awesome-mysql/) - * [:octocat: mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - :star: 1746 :fork_and_knife: 292 - MySQL connector with Python 3 support ([mysql-python](https://sourceforge.net/projects/mysql-python/) fork). - * [:octocat: PyMySQL](https://github.com/PyMySQL/PyMySQL) - :star: 5972 :fork_and_knife: 1209 - A pure Python MySQL driver compatible to mysql-python. + * [:octocat: mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - :star: 1749 :fork_and_knife: 294 - MySQL connector with Python 3 support ([mysql-python](https://sourceforge.net/projects/mysql-python/) fork). + * [:octocat: PyMySQL](https://github.com/PyMySQL/PyMySQL) - :star: 5982 :fork_and_knife: 1210 - A pure Python MySQL driver compatible to mysql-python. * PostgreSQL - [awesome-postgres](https://github.com/dhamaniasad/awesome-postgres) * [:earth_americas: psycopg2](http://initd.org/psycopg/) - The most popular PostgreSQL adapter for Python. - * [:octocat: queries](https://github.com/gmr/queries) - :star: 222 :fork_and_knife: 25 - A wrapper of the psycopg2 library for interacting with PostgreSQL. + * [:octocat: queries](https://github.com/gmr/queries) - :star: 223 :fork_and_knife: 25 - A wrapper of the psycopg2 library for interacting with PostgreSQL. * Other Relational Databases * [:earth_americas: pymssql](https://pymssql.readthedocs.io/en/latest/) - A simple database interface to Microsoft SQL Server. - * [:octocat: SuperSQLite](https://github.com/plasticityai/supersqlite) - :star: 635 :fork_and_knife: 15 - A supercharged SQLite library built on top of [apsw](https://github.com/rogerbinns/apsw). + * [:octocat: SuperSQLite](https://github.com/plasticityai/supersqlite) - :star: 636 :fork_and_knife: 16 - A supercharged SQLite library built on top of [apsw](https://github.com/rogerbinns/apsw). * NoSQL Databases - * [:octocat: cassandra-driver](https://github.com/datastax/python-driver) - :star: 1151 :fork_and_knife: 435 - The Python Driver for Apache Cassandra. + * [:octocat: cassandra-driver](https://github.com/datastax/python-driver) - :star: 1155 :fork_and_knife: 435 - The Python Driver for Apache Cassandra. * [:octocat: happybase](https://github.com/wbolster/happybase) - :star: 536 :fork_and_knife: 151 - A developer-friendly library for Apache HBase. - * [:octocat: kafka-python](https://github.com/dpkp/kafka-python) - :star: 3888 :fork_and_knife: 1069 - The Python client for Apache Kafka. + * [:octocat: kafka-python](https://github.com/dpkp/kafka-python) - :star: 3906 :fork_and_knife: 1073 - The Python client for Apache Kafka. * [:earth_americas: py2neo](https://py2neo.org/) - A client library and toolkit for working with Neo4j. - * [:octocat: pymongo](https://github.com/mongodb/mongo-python-driver) - :star: 3051 :fork_and_knife: 940 - The official Python client for MongoDB. - * [:octocat: redis-py](https://github.com/andymccurdy/redis-py) - :star: 8602 :fork_and_knife: 1851 - The Python client for Redis. + * [:octocat: pymongo](https://github.com/mongodb/mongo-python-driver) - :star: 3053 :fork_and_knife: 943 - The official Python client for MongoDB. + * [:octocat: redis-py](https://github.com/andymccurdy/redis-py) - :star: 8630 :fork_and_knife: 1852 - The Python client for Redis. * Asynchronous Clients - * [:octocat: motor](https://github.com/mongodb/motor) - :star: 1489 :fork_and_knife: 132 - The async Python driver for MongoDB. + * [:octocat: motor](https://github.com/mongodb/motor) - :star: 1494 :fork_and_knife: 132 - The async Python driver for MongoDB. ## Date and Time *Libraries for working with dates and times.* * [:earth_americas: Arrow](https://arrow.readthedocs.io/en/latest/) - A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps. -* [:octocat: Chronyk](https://github.com/KoffeinFlummi/Chronyk) - :star: 307 :fork_and_knife: 11 - A Python 3 library for parsing human-written times and dates. -* [:octocat: dateutil](https://github.com/dateutil/dateutil) - :star: 1304 :fork_and_knife: 322 - Extensions to the standard Python [datetime](https://docs.python.org/3/library/datetime.html) module. -* [:octocat: delorean](https://github.com/myusuf3/delorean/) - :star: 1664 :fork_and_knife: 111 - A library for clearing up the inconvenient truths that arise dealing with datetimes. -* [:octocat: moment](https://github.com/zachwill/moment) - :star: 637 :fork_and_knife: 40 - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/). -* [:octocat: Pendulum](https://github.com/sdispater/pendulum) - :star: 3944 :fork_and_knife: 219 - Python datetimes made easy. +* [:octocat: Chronyk](https://github.com/KoffeinFlummi/Chronyk) - :star: 308 :fork_and_knife: 11 - A Python 3 library for parsing human-written times and dates. +* [:octocat: dateutil](https://github.com/dateutil/dateutil) - :star: 1317 :fork_and_knife: 324 - Extensions to the standard Python [datetime](https://docs.python.org/3/library/datetime.html) module. +* [:octocat: delorean](https://github.com/myusuf3/delorean/) - :star: 1663 :fork_and_knife: 110 - A library for clearing up the inconvenient truths that arise dealing with datetimes. +* [:octocat: moment](https://github.com/zachwill/moment) - :star: 637 :fork_and_knife: 41 - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/). +* [:octocat: Pendulum](https://github.com/sdispater/pendulum) - :star: 3951 :fork_and_knife: 219 - Python datetimes made easy. * [:octocat: PyTime](https://github.com/shinux/PyTime) - :star: 136 :fork_and_knife: 20 - An easy-to-use Python module which aims to operate date/time/datetime by string. * [:earth_americas: pytz](https://launchpad.net/pytz) - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python. * [:octocat: when.py](https://github.com/dirn/When.py) - :star: 184 :fork_and_knife: 16 - Providing user-friendly functions to help perform common date and time actions. -* [:octocat: maya](https://github.com/timofurrer/maya) - :star: 3152 :fork_and_knife: 197 - Datetimes for Humans. +* [:octocat: maya](https://github.com/timofurrer/maya) - :star: 3156 :fork_and_knife: 197 - Datetimes for Humans. ## Debugging Tools *Libraries for debugging code.* * pdb-like Debugger - * [:octocat: ipdb](https://github.com/gotcha/ipdb) - :star: 1195 :fork_and_knife: 115 - IPython-enabled [pdb](https://docs.python.org/3/library/pdb.html). - * [:octocat: pdb++](https://github.com/antocuni/pdb) - :star: 507 :fork_and_knife: 35 - Another drop-in replacement for pdb. - * [:octocat: pudb](https://github.com/inducer/pudb) - :star: 1763 :fork_and_knife: 160 - A full-screen, console-based Python debugger. - * [:octocat: wdb](https://github.com/Kozea/wdb) - :star: 1475 :fork_and_knife: 98 - An improbable web debugger through WebSockets. + * [:octocat: ipdb](https://github.com/gotcha/ipdb) - :star: 1205 :fork_and_knife: 115 - IPython-enabled [pdb](https://docs.python.org/3/library/pdb.html). + * [:octocat: pdb++](https://github.com/antocuni/pdb) - :star: 514 :fork_and_knife: 35 - Another drop-in replacement for pdb. + * [:octocat: pudb](https://github.com/inducer/pudb) - :star: 1766 :fork_and_knife: 161 - A full-screen, console-based Python debugger. + * [:octocat: wdb](https://github.com/Kozea/wdb) - :star: 1477 :fork_and_knife: 98 - An improbable web debugger through WebSockets. * Tracing * [:octocat: lptrace](https://github.com/khamidou/lptrace) - :star: 660 :fork_and_knife: 39 - [strace](http://man7.org/linux/man-pages/man1/strace.1.html) for Python programs. - * [:octocat: manhole](https://github.com/ionelmc/python-manhole) - :star: 283 :fork_and_knife: 14 - Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt. - * [:octocat: pyringe](https://github.com/google/pyringe) - :star: 1571 :fork_and_knife: 68 - Debugger capable of attaching to and injecting code into Python processes. + * [:octocat: manhole](https://github.com/ionelmc/python-manhole) - :star: 284 :fork_and_knife: 14 - Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt. + * [:octocat: pyringe](https://github.com/google/pyringe) - :star: 1575 :fork_and_knife: 68 - Debugger capable of attaching to and injecting code into Python processes. * [:octocat: python-hunter](https://github.com/ionelmc/python-hunter) - :star: 542 :fork_and_knife: 24 - A flexible code tracing toolkit. * Profiler - * [:octocat: line_profiler](https://github.com/rkern/line_profiler) - :star: 3425 :fork_and_knife: 234 - Line-by-line profiling. - * [:octocat: memory_profiler](https://github.com/fabianp/memory_profiler) - :star: 54 :fork_and_knife: 10 - Monitor Memory usage of Python code. - * [:octocat: profiling](https://github.com/what-studio/profiling) - :star: 2986 :fork_and_knife: 116 - An interactive Python profiler. - * [:octocat: py-spy](https://github.com/benfred/py-spy) - :star: 5606 :fork_and_knife: 216 - A sampling profiler for Python programs. Written in Rust. - * [:octocat: pyflame](https://github.com/uber/pyflame) - :star: 2816 :fork_and_knife: 212 - A ptracing profiler For Python. - * [:octocat: vprof](https://github.com/nvdv/vprof) - :star: 3644 :fork_and_knife: 168 - Visual Python profiler. + * [:octocat: line_profiler](https://github.com/rkern/line_profiler) - :star: 3429 :fork_and_knife: 234 - Line-by-line profiling. + * [:octocat: memory_profiler](https://github.com/fabianp/memory_profiler) - :star: 53 :fork_and_knife: 10 - Monitor Memory usage of Python code. + * [:octocat: profiling](https://github.com/what-studio/profiling) - :star: 2988 :fork_and_knife: 118 - An interactive Python profiler. + * [:octocat: py-spy](https://github.com/benfred/py-spy) - :star: 5630 :fork_and_knife: 216 - A sampling profiler for Python programs. Written in Rust. + * [:octocat: pyflame](https://github.com/uber/pyflame) - :star: 2818 :fork_and_knife: 215 - A ptracing profiler For Python. + * [:octocat: vprof](https://github.com/nvdv/vprof) - :star: 3648 :fork_and_knife: 167 - Visual Python profiler. * Others - * [:octocat: icecream](https://github.com/gruns/icecream) - :star: 1515 :fork_and_knife: 33 - Inspect variables, expressions, and program execution with a single, simple function call. - * [:octocat: django-debug-toolbar](https://github.com/jazzband/django-debug-toolbar) - :star: 5974 :fork_and_knife: 873 - Display various debug information for Django. - * [:octocat: django-devserver](https://github.com/dcramer/django-devserver) - :star: 1252 :fork_and_knife: 166 - A drop-in replacement for Django's runserver. - * [:octocat: flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - :star: 753 :fork_and_knife: 117 - A port of the django-debug-toolbar to flask. - * [:octocat: pyelftools](https://github.com/eliben/pyelftools) - :star: 1025 :fork_and_knife: 359 - Parsing and analyzing ELF files and DWARF debugging information. + * [:octocat: icecream](https://github.com/gruns/icecream) - :star: 1514 :fork_and_knife: 33 - Inspect variables, expressions, and program execution with a single, simple function call. + * [:octocat: django-debug-toolbar](https://github.com/jazzband/django-debug-toolbar) - :star: 5986 :fork_and_knife: 876 - Display various debug information for Django. + * [:octocat: django-devserver](https://github.com/dcramer/django-devserver) - :star: 1253 :fork_and_knife: 166 - A drop-in replacement for Django's runserver. + * [:octocat: flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - :star: 754 :fork_and_knife: 117 - A port of the django-debug-toolbar to flask. + * [:octocat: pyelftools](https://github.com/eliben/pyelftools) - :star: 1026 :fork_and_knife: 361 - Parsing and analyzing ELF files and DWARF debugging information. ## Deep Learning *Frameworks for Neural Networks and Deep Learning. Also see [awesome-deep-learning](https://github.com/ChristosChristofidis/awesome-deep-learning).* -* [:octocat: caffe](https://github.com/BVLC/caffe) - :star: 30453 :fork_and_knife: 18357 - A fast open framework for deep learning.. -* [:octocat: keras](https://github.com/keras-team/keras) - :star: 48687 :fork_and_knife: 18374 - A high-level neural networks library and capable of running on top of either TensorFlow or Theano. -* [:octocat: mxnet](https://github.com/dmlc/mxnet) - :star: 18805 :fork_and_knife: 6689 - A deep learning framework designed for both efficiency and flexibility. -* [:octocat: pytorch](https://github.com/pytorch/pytorch) - :star: 39578 :fork_and_knife: 10230 - Tensors and Dynamic neural networks in Python with strong GPU acceleration. -* [:octocat: SerpentAI](https://github.com/SerpentAI/SerpentAI) - :star: 5576 :fork_and_knife: 617 - Game agent framework. Use any video game as a deep learning sandbox. -* [:octocat: tensorflow](https://github.com/tensorflow/tensorflow) - :star: 145703 :fork_and_knife: 81714 - The most popular Deep Learning framework created by Google. -* [:octocat: Theano](https://github.com/Theano/Theano) - :star: 9173 :fork_and_knife: 2514 - A library for fast numerical computation. +* [:octocat: caffe](https://github.com/BVLC/caffe) - :star: 30492 :fork_and_knife: 18377 - A fast open framework for deep learning.. +* [:octocat: keras](https://github.com/keras-team/keras) - :star: 48790 :fork_and_knife: 18400 - A high-level neural networks library and capable of running on top of either TensorFlow or Theano. +* [:octocat: mxnet](https://github.com/dmlc/mxnet) - :star: 18823 :fork_and_knife: 6686 - A deep learning framework designed for both efficiency and flexibility. +* [:octocat: pytorch](https://github.com/pytorch/pytorch) - :star: 39818 :fork_and_knife: 10303 - Tensors and Dynamic neural networks in Python with strong GPU acceleration. +* [:octocat: SerpentAI](https://github.com/SerpentAI/SerpentAI) - :star: 5590 :fork_and_knife: 622 - Game agent framework. Use any video game as a deep learning sandbox. +* [:octocat: tensorflow](https://github.com/tensorflow/tensorflow) - :star: 145969 :fork_and_knife: 81848 - The most popular Deep Learning framework created by Google. +* [:octocat: Theano](https://github.com/Theano/Theano) - :star: 9180 :fork_and_knife: 2515 - A library for fast numerical computation. ## DevOps Tools *Software and libraries for DevOps.* -* [:octocat: ansible](https://github.com/ansible/ansible) - :star: 43599 :fork_and_knife: 19211 - A radically simple IT automation platform. +* [:octocat: ansible](https://github.com/ansible/ansible) - :star: 43704 :fork_and_knife: 19260 - A radically simple IT automation platform. * [:earth_americas: cloudinit](https://cloudinit.readthedocs.io/en/latest/) - A multi-distribution package that handles early initialization of a cloud instance. * [:octocat: cuisine](https://github.com/sebastien/cuisine) - :star: 1240 :fork_and_knife: 161 - Chef-like functionality for Fabric. * [:earth_americas: docker-compose](https://docs.docker.com/compose/) - Fast, isolated development environments using [Docker](https://www.docker.com/). -* [:octocat: fabric](https://github.com/fabric/fabric) - :star: 12299 :fork_and_knife: 1804 - A simple, Pythonic tool for remote execution and deployment. -* [:octocat: fabtools](https://github.com/fabtools/fabtools) - :star: 1230 :fork_and_knife: 218 - Tools for writing awesome Fabric files. -* [:octocat: honcho](https://github.com/nickstenning/honcho) - :star: 1349 :fork_and_knife: 123 - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications. +* [:octocat: fabric](https://github.com/fabric/fabric) - :star: 12326 :fork_and_knife: 1808 - A simple, Pythonic tool for remote execution and deployment. +* [:octocat: fabtools](https://github.com/fabtools/fabtools) - :star: 1235 :fork_and_knife: 218 - Tools for writing awesome Fabric files. +* [:octocat: honcho](https://github.com/nickstenning/honcho) - :star: 1349 :fork_and_knife: 122 - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications. * [:earth_americas: OpenStack](https://www.openstack.org/) - Open source software for building private and public clouds. -* [:octocat: pexpect](https://github.com/pexpect/pexpect) - :star: 1849 :fork_and_knife: 416 - Controlling interactive programs in a pseudo-terminal like GNU expect. -* [:octocat: psutil](https://github.com/giampaolo/psutil) - :star: 6349 :fork_and_knife: 993 - A cross-platform process and system utilities module. -* [:octocat: saltstack](https://github.com/saltstack/salt) - :star: 11079 :fork_and_knife: 4869 - Infrastructure automation and management system. -* [:octocat: supervisor](https://github.com/Supervisor/supervisor) - :star: 6192 :fork_and_knife: 1040 - Supervisor process control system for UNIX. +* [:octocat: pexpect](https://github.com/pexpect/pexpect) - :star: 1851 :fork_and_knife: 415 - Controlling interactive programs in a pseudo-terminal like GNU expect. +* [:octocat: psutil](https://github.com/giampaolo/psutil) - :star: 6379 :fork_and_knife: 1000 - A cross-platform process and system utilities module. +* [:octocat: saltstack](https://github.com/saltstack/salt) - :star: 11084 :fork_and_knife: 4874 - Infrastructure automation and management system. +* [:octocat: supervisor](https://github.com/Supervisor/supervisor) - :star: 6224 :fork_and_knife: 1044 - Supervisor process control system for UNIX. ## Distributed Computing @@ -492,12 +492,12 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * Batch Processing * [:earth_americas: PySpark](https://pypi.org/project/pyspark/) - [Apache Spark](https://spark.apache.org/) Python API. - * [:octocat: dask](https://github.com/dask/dask) - :star: 6836 :fork_and_knife: 1094 - A flexible parallel computing library for analytic computing. - * [:octocat: luigi](https://github.com/spotify/luigi) - :star: 13411 :fork_and_knife: 2134 - A module that helps you build complex pipelines of batch jobs. - * [:octocat: mrjob](https://github.com/Yelp/mrjob) - :star: 2499 :fork_and_knife: 585 - Run MapReduce jobs on Hadoop or Amazon Web Services. - * [:octocat: Ray](https://github.com/ray-project/ray/) - :star: 11954 :fork_and_knife: 1816 - A system for parallel and distributed Python that unifies the machine learning ecosystem. + * [:octocat: dask](https://github.com/dask/dask) - :star: 6861 :fork_and_knife: 1102 - A flexible parallel computing library for analytic computing. + * [:octocat: luigi](https://github.com/spotify/luigi) - :star: 13447 :fork_and_knife: 2135 - A module that helps you build complex pipelines of batch jobs. + * [:octocat: mrjob](https://github.com/Yelp/mrjob) - :star: 2502 :fork_and_knife: 585 - Run MapReduce jobs on Hadoop or Amazon Web Services. + * [:octocat: Ray](https://github.com/ray-project/ray/) - :star: 12068 :fork_and_knife: 1829 - A system for parallel and distributed Python that unifies the machine learning ecosystem. * Stream Processing - * [:octocat: faust](https://github.com/robinhood/faust) - :star: 4659 :fork_and_knife: 364 - A stream processing library, porting the ideas from [Kafka Streams](https://kafka.apache.org/documentation/streams/) to Python. + * [:octocat: faust](https://github.com/robinhood/faust) - :star: 4690 :fork_and_knife: 367 - A stream processing library, porting the ideas from [Kafka Streams](https://kafka.apache.org/documentation/streams/) to Python. * [:octocat: streamparse](https://github.com/Parsely/streamparse) - :star: 1411 :fork_and_knife: 217 - Run Python code against real-time streams of data via [Apache Storm](http://storm.apache.org/). ## Distribution @@ -508,96 +508,96 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: Nuitka](http://nuitka.net/) - Compile scripts, modules, packages to an executable or extension module. * [:earth_americas: py2app](http://pythonhosted.org/py2app/) - Freezes Python scripts (Mac OS X). * [:earth_americas: py2exe](http://www.py2exe.org/) - Freezes Python scripts (Windows). -* [:octocat: PyInstaller](https://github.com/pyinstaller/pyinstaller) - :star: 6815 :fork_and_knife: 1459 - Converts Python programs into stand-alone executables (cross-platform). +* [:octocat: PyInstaller](https://github.com/pyinstaller/pyinstaller) - :star: 6848 :fork_and_knife: 1468 - Converts Python programs into stand-alone executables (cross-platform). * [:earth_americas: pynsist](http://pynsist.readthedocs.io/en/latest/) - A tool to build Windows installers, installers bundle Python itself. -* [:octocat: pyarmor](https://github.com/dashingsoft/pyarmor) - :star: 549 :fork_and_knife: 92 - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. -* [:octocat: shiv](https://github.com/linkedin/shiv) - :star: 946 :fork_and_knife: 53 - A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included. +* [:octocat: pyarmor](https://github.com/dashingsoft/pyarmor) - :star: 553 :fork_and_knife: 92 - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. +* [:octocat: shiv](https://github.com/linkedin/shiv) - :star: 950 :fork_and_knife: 54 - A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included. ## Documentation *Libraries for generating project documentation.* -* [:octocat: sphinx](https://github.com/sphinx-doc/sphinx/) - :star: 3353 :fork_and_knife: 1290 - Python Documentation generator. - * [:octocat: awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc) - :star: 650 :fork_and_knife: 55 -* [:octocat: pdoc](https://github.com/mitmproxy/pdoc) - :star: 656 :fork_and_knife: 95 - Epydoc replacement to auto generate API documentation for Python libraries. -* [:octocat: pycco](https://github.com/pycco-docs/pycco) - :star: 707 :fork_and_knife: 132 - The literate-programming-style documentation generator. +* [:octocat: sphinx](https://github.com/sphinx-doc/sphinx/) - :star: 3366 :fork_and_knife: 1295 - Python Documentation generator. + * [:octocat: awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc) - :star: 652 :fork_and_knife: 56 +* [:octocat: pdoc](https://github.com/mitmproxy/pdoc) - :star: 658 :fork_and_knife: 95 - Epydoc replacement to auto generate API documentation for Python libraries. +* [:octocat: pycco](https://github.com/pycco-docs/pycco) - :star: 710 :fork_and_knife: 133 - The literate-programming-style documentation generator. ## Downloader *Libraries for downloading.* -* [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - :star: 3347 :fork_and_knife: 791 - A command line tool for managing Amazon S3 and CloudFront. -* [:octocat: s4cmd](https://github.com/bloomreach/s4cmd) - :star: 1002 :fork_and_knife: 173 - Super S3 command line tool, good for higher performance. +* [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - :star: 3356 :fork_and_knife: 792 - A command line tool for managing Amazon S3 and CloudFront. +* [:octocat: s4cmd](https://github.com/bloomreach/s4cmd) - :star: 1004 :fork_and_knife: 173 - Super S3 command line tool, good for higher performance. * [:earth_americas: you-get](https://you-get.org/) - A YouTube/Youku/Niconico video downloader written in Python 3. * [:earth_americas: youtube-dl](https://rg3.github.io/youtube-dl/) - A small command-line program to download videos from YouTube. -* [:octocat: akshare](https://github.com/jindaxiang/akshare) - :star: 1772 :fork_and_knife: 331 - A financial data interface library, built for human beings! +* [:octocat: akshare](https://github.com/jindaxiang/akshare) - :star: 1813 :fork_and_knife: 341 - A financial data interface library, built for human beings! ## E-commerce *Frameworks and libraries for e-commerce and payments.* * [:octocat: alipay](https://github.com/lxneng/alipay) - :star: 316 :fork_and_knife: 99 - Unofficial Alipay API for Python. -* [:octocat: Cartridge](https://github.com/stephenmcd/cartridge) - :star: 616 :fork_and_knife: 288 - A shopping cart app built using the Mezzanine. +* [:octocat: Cartridge](https://github.com/stephenmcd/cartridge) - :star: 619 :fork_and_knife: 289 - A shopping cart app built using the Mezzanine. * [:earth_americas: django-oscar](http://oscarcommerce.com/) - An open-source e-commerce framework for Django. -* [:octocat: django-shop](https://github.com/awesto/django-shop) - :star: 2217 :fork_and_knife: 815 - A Django based shop system. -* [:octocat: merchant](https://github.com/agiliq/merchant) - :star: 947 :fork_and_knife: 166 - A Django app to accept payments from various payment processors. +* [:octocat: django-shop](https://github.com/awesto/django-shop) - :star: 2227 :fork_and_knife: 817 - A Django based shop system. +* [:octocat: merchant](https://github.com/agiliq/merchant) - :star: 949 :fork_and_knife: 169 - A Django app to accept payments from various payment processors. * [:octocat: money](https://github.com/carlospalol/money) - :star: 187 :fork_and_knife: 24 - `Money` class with optional CLDR-backed locale-aware formatting and an extensible currency exchange. -* [:octocat: python-currencies](https://github.com/Alir3z4/python-currencies) - :star: 43 :fork_and_knife: 6 - Display money format and its filthy currencies. -* [:octocat: forex-python](https://github.com/MicroPyramid/forex-python) - :star: 320 :fork_and_knife: 99 - Foreign exchange rates, Bitcoin price index and currency conversion. +* [:octocat: python-currencies](https://github.com/Alir3z4/python-currencies) - :star: 44 :fork_and_knife: 7 - Display money format and its filthy currencies. +* [:octocat: forex-python](https://github.com/MicroPyramid/forex-python) - :star: 323 :fork_and_knife: 101 - Foreign exchange rates, Bitcoin price index and currency conversion. * [:earth_americas: saleor](http://getsaleor.com/) - An e-commerce storefront for Django. * [:earth_americas: shoop](https://www.shuup.com/en/) - An open source E-Commerce platform based on Django. ## Editor Plugins and IDEs * Emacs - * [:octocat: elpy](https://github.com/jorgenschaefer/elpy) - :star: 1589 :fork_and_knife: 207 - Emacs Python Development Environment. + * [:octocat: elpy](https://github.com/jorgenschaefer/elpy) - :star: 1597 :fork_and_knife: 207 - Emacs Python Development Environment. * Sublime Text - * [:octocat: anaconda](https://github.com/DamnWidget/anaconda) - :star: 2078 :fork_and_knife: 243 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. + * [:octocat: anaconda](https://github.com/DamnWidget/anaconda) - :star: 2080 :fork_and_knife: 244 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. * [:octocat: SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - :star: 894 :fork_and_knife: 105 - A Sublime Text plugin to the awesome auto-complete library Jedi. * Vim - * [:octocat: jedi-vim](https://github.com/davidhalter/jedi-vim) - :star: 4450 :fork_and_knife: 364 - Vim bindings for the Jedi auto-completion library for Python. - * [:octocat: python-mode](https://github.com/python-mode/python-mode) - :star: 5028 :fork_and_knife: 880 - An all in one plugin for turning Vim into a Python IDE. - * [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - :star: 21387 :fork_and_knife: 2469 - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. + * [:octocat: jedi-vim](https://github.com/davidhalter/jedi-vim) - :star: 4458 :fork_and_knife: 364 - Vim bindings for the Jedi auto-completion library for Python. + * [:octocat: python-mode](https://github.com/python-mode/python-mode) - :star: 5036 :fork_and_knife: 880 - An all in one plugin for turning Vim into a Python IDE. + * [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - :star: 21428 :fork_and_knife: 2471 - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. * Visual Studio - * [:octocat: PTVS](https://github.com/Microsoft/PTVS) - :star: 2276 :fork_and_knife: 632 - Python Tools for Visual Studio. + * [:octocat: PTVS](https://github.com/Microsoft/PTVS) - :star: 2273 :fork_and_knife: 634 - Python Tools for Visual Studio. * Visual Studio Code * [:earth_americas: Python](https://marketplace.visualstudio.com/items?itemName=ms-python.python) - The official VSCode extension with rich support for Python. * IDE * [:earth_americas: PyCharm](https://www.jetbrains.com/pycharm/) - Commercial Python IDE by JetBrains. Has free community edition available. - * [:octocat: spyder](https://github.com/spyder-ide/spyder) - :star: 5487 :fork_and_knife: 1106 - Open Source Python IDE. + * [:octocat: spyder](https://github.com/spyder-ide/spyder) - :star: 5499 :fork_and_knife: 1115 - Open Source Python IDE. ## Email *Libraries for sending and parsing email.* * Mail Servers - * [:octocat: modoboa](https://github.com/modoboa/modoboa) - :star: 1551 :fork_and_knife: 235 - A mail hosting and management platform including a modern Web UI. - * [:octocat: salmon](https://github.com/moggers87/salmon) - :star: 429 :fork_and_knife: 45 - A Python Mail Server. + * [:octocat: modoboa](https://github.com/modoboa/modoboa) - :star: 1565 :fork_and_knife: 237 - A mail hosting and management platform including a modern Web UI. + * [:octocat: salmon](https://github.com/moggers87/salmon) - :star: 432 :fork_and_knife: 45 - A Python Mail Server. * Clients - * [:octocat: imbox](https://github.com/martinrusev/imbox) - :star: 910 :fork_and_knife: 148 - Python IMAP for Humans. - * [:octocat: yagmail](https://github.com/kootenpv/yagmail) - :star: 1782 :fork_and_knife: 197 - Yet another Gmail/SMTP client. + * [:octocat: imbox](https://github.com/martinrusev/imbox) - :star: 915 :fork_and_knife: 150 - Python IMAP for Humans. + * [:octocat: yagmail](https://github.com/kootenpv/yagmail) - :star: 1782 :fork_and_knife: 198 - Yet another Gmail/SMTP client. * Others - * [:octocat: flanker](https://github.com/mailgun/flanker) - :star: 1406 :fork_and_knife: 171 - An email address and Mime parsing library. - * [:octocat: mailer](https://github.com/marrow/mailer) - :star: 197 :fork_and_knife: 43 - High-performance extensible mail delivery framework. + * [:octocat: flanker](https://github.com/mailgun/flanker) - :star: 1411 :fork_and_knife: 173 - An email address and Mime parsing library. + * [:octocat: mailer](https://github.com/marrow/mailer) - :star: 199 :fork_and_knife: 42 - High-performance extensible mail delivery framework. ## Environment Management *Libraries for Python version and virtual environment management.* -* [:octocat: pyenv](https://github.com/pyenv/pyenv) - :star: 19784 :fork_and_knife: 1732 - Simple Python version management. -* [:octocat: virtualenv](https://github.com/pypa/virtualenv) - :star: 3595 :fork_and_knife: 841 - A tool to create isolated Python environments. +* [:octocat: pyenv](https://github.com/pyenv/pyenv) - :star: 19892 :fork_and_knife: 1738 - Simple Python version management. +* [:octocat: virtualenv](https://github.com/pypa/virtualenv) - :star: 3607 :fork_and_knife: 840 - A tool to create isolated Python environments. ## Files *Libraries for file manipulation and MIME type detection.* * [:earth_americas: mimetypes](https://docs.python.org/3/library/mimetypes.html) - (Python standard library) Map filenames to MIME types. -* [:octocat: path.py](https://github.com/jaraco/path.py) - :star: 912 :fork_and_knife: 124 - A module wrapper for [os.path](https://docs.python.org/3/library/os.path.html). +* [:octocat: path.py](https://github.com/jaraco/path.py) - :star: 911 :fork_and_knife: 124 - A module wrapper for [os.path](https://docs.python.org/3/library/os.path.html). * [:earth_americas: pathlib](https://docs.python.org/3/library/pathlib.html) - (Python standard library) An cross-platform, object-oriented path library. -* [:octocat: PyFilesystem2](https://github.com/pyfilesystem/pyfilesystem2) - :star: 1079 :fork_and_knife: 106 - Python's filesystem abstraction layer. -* [:octocat: python-magic](https://github.com/ahupp/python-magic) - :star: 1614 :fork_and_knife: 200 - A Python interface to the libmagic file type identification library. +* [:octocat: PyFilesystem2](https://github.com/pyfilesystem/pyfilesystem2) - :star: 1088 :fork_and_knife: 107 - Python's filesystem abstraction layer. +* [:octocat: python-magic](https://github.com/ahupp/python-magic) - :star: 1619 :fork_and_knife: 200 - A Python interface to the libmagic file type identification library. * [:octocat: Unipath](https://github.com/mikeorr/Unipath) - :star: 488 :fork_and_knife: 36 - An object-oriented approach to file/directory operations. -* [:octocat: watchdog](https://github.com/gorakhargosh/watchdog) - :star: 4120 :fork_and_knife: 508 - API and shell utilities to monitor file system events. +* [:octocat: watchdog](https://github.com/gorakhargosh/watchdog) - :star: 4141 :fork_and_knife: 510 - API and shell utilities to monitor file system events. ## Foreign Function Interface @@ -613,22 +613,22 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with forms.* * [:octocat: Deform](https://github.com/Pylons/deform) - :star: 330 :fork_and_knife: 149 - Python HTML form generation library influenced by the formish form generation library. -* [:octocat: django-bootstrap3](https://github.com/dyve/django-bootstrap3) - :star: 2193 :fork_and_knife: 691 - Bootstrap 3 integration with Django. -* [:octocat: django-bootstrap4](https://github.com/zostera/django-bootstrap4) - :star: 748 :fork_and_knife: 183 - Bootstrap 4 integration with Django. -* [:octocat: django-crispy-forms](https://github.com/django-crispy-forms/django-crispy-forms) - :star: 3900 :fork_and_knife: 664 - A Django app which lets you create beautiful forms in a very elegant and DRY way. +* [:octocat: django-bootstrap3](https://github.com/dyve/django-bootstrap3) - :star: 2189 :fork_and_knife: 690 - Bootstrap 3 integration with Django. +* [:octocat: django-bootstrap4](https://github.com/zostera/django-bootstrap4) - :star: 753 :fork_and_knife: 182 - Bootstrap 4 integration with Django. +* [:octocat: django-crispy-forms](https://github.com/django-crispy-forms/django-crispy-forms) - :star: 3907 :fork_and_knife: 664 - A Django app which lets you create beautiful forms in a very elegant and DRY way. * [:octocat: django-remote-forms](https://github.com/WiserTogether/django-remote-forms) - :star: 199 :fork_and_knife: 100 - A platform independent Django form serializer. -* [:octocat: WTForms](https://github.com/wtforms/wtforms) - :star: 1112 :fork_and_knife: 322 - A flexible forms validation and rendering library. +* [:octocat: WTForms](https://github.com/wtforms/wtforms) - :star: 1115 :fork_and_knife: 325 - A flexible forms validation and rendering library. ## Functional Programming *Functional Programming with Python.* -* [:octocat: Coconut](https://github.com/evhub/coconut) - :star: 2784 :fork_and_knife: 92 - A variant of Python built for simple, elegant, Pythonic functional programming. -* [:octocat: fn.py](https://github.com/kachayev/fn.py) - :star: 3013 :fork_and_knife: 186 - Functional programming in Python: implementation of missing features to enjoy FP. -* [:octocat: funcy](https://github.com/Suor/funcy) - :star: 2325 :fork_and_knife: 114 - A fancy and practical functional tools. -* [:octocat: more-itertools](https://github.com/erikrose/more-itertools) - :star: 1403 :fork_and_knife: 135 - More routines for operating on iterables, beyond `itertools`. -* [:octocat: returns](https://github.com/dry-python/returns) - :star: 1166 :fork_and_knife: 36 - A set of type-safe monads, tranformers, and composition utilities. -* [:octocat: Toolz](https://github.com/pytoolz/toolz) - :star: 2743 :fork_and_knife: 195 - A collection of functional utilities for iterators, functions, and dictionaries. +* [:octocat: Coconut](https://github.com/evhub/coconut) - :star: 2790 :fork_and_knife: 92 - A variant of Python built for simple, elegant, Pythonic functional programming. +* [:octocat: fn.py](https://github.com/kachayev/fn.py) - :star: 3015 :fork_and_knife: 186 - Functional programming in Python: implementation of missing features to enjoy FP. +* [:octocat: funcy](https://github.com/Suor/funcy) - :star: 2322 :fork_and_knife: 114 - A fancy and practical functional tools. +* [:octocat: more-itertools](https://github.com/erikrose/more-itertools) - :star: 1415 :fork_and_knife: 137 - More routines for operating on iterables, beyond `itertools`. +* [:octocat: returns](https://github.com/dry-python/returns) - :star: 1185 :fork_and_knife: 36 - A set of type-safe monads, tranformers, and composition utilities. +* [:octocat: Toolz](https://github.com/pytoolz/toolz) - :star: 2750 :fork_and_knife: 195 - A collection of functional utilities for iterators, functions, and dictionaries. * [:octocat: CyToolz](https://github.com/pytoolz/cytoolz/) - :star: 717 :fork_and_knife: 52 - Cython implementation of `Toolz`: High performance functional utilities. ## GUI Development @@ -636,18 +636,18 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with graphical user interface applications.* * [:earth_americas: curses](https://docs.python.org/3/library/curses.html) - Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal GUI applications. -* [:octocat: Eel](https://github.com/ChrisKnott/Eel) - :star: 3611 :fork_and_knife: 338 - A library for making simple Electron-like offline HTML/JS GUI apps. -* [:octocat: enaml](https://github.com/nucleic/enaml) - :star: 869 :fork_and_knife: 96 - Creating beautiful user-interfaces with Declarative Syntax like QML. -* [:octocat: Flexx](https://github.com/zoofIO/flexx) - :star: 2331 :fork_and_knife: 223 - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering. -* [:octocat: Gooey](https://github.com/chriskiehl/Gooey) - :star: 8895 :fork_and_knife: 521 - Turn command line programs into a full GUI application with one line. +* [:octocat: Eel](https://github.com/ChrisKnott/Eel) - :star: 3628 :fork_and_knife: 342 - A library for making simple Electron-like offline HTML/JS GUI apps. +* [:octocat: enaml](https://github.com/nucleic/enaml) - :star: 873 :fork_and_knife: 96 - Creating beautiful user-interfaces with Declarative Syntax like QML. +* [:octocat: Flexx](https://github.com/zoofIO/flexx) - :star: 2338 :fork_and_knife: 224 - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering. +* [:octocat: Gooey](https://github.com/chriskiehl/Gooey) - :star: 8935 :fork_and_knife: 522 - Turn command line programs into a full GUI application with one line. * [:earth_americas: kivy](https://kivy.org/) - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS. * [:earth_americas: pyglet](https://bitbucket.org/pyglet/pyglet/wiki/Home) - A cross-platform windowing and multimedia library for Python. * [:earth_americas: PyGObject](https://wiki.gnome.org/Projects/PyGObject) - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3). * [:earth_americas: PyQt](https://riverbankcomputing.com/software/pyqt/intro) - Python bindings for the [Qt](https://www.qt.io/) cross-platform application and UI framework. -* [:octocat: PySimpleGUI](https://github.com/PySimpleGUI/PySimpleGUI) - :star: 3913 :fork_and_knife: 613 - Wrapper for tkinter, Qt, WxPython and Remi. -* [:octocat: pywebview](https://github.com/r0x0r/pywebview/) - :star: 1884 :fork_and_knife: 249 - A lightweight cross-platform native wrapper around a webview component. +* [:octocat: PySimpleGUI](https://github.com/PySimpleGUI/PySimpleGUI) - :star: 3958 :fork_and_knife: 617 - Wrapper for tkinter, Qt, WxPython and Remi. +* [:octocat: pywebview](https://github.com/r0x0r/pywebview/) - :star: 1892 :fork_and_knife: 253 - A lightweight cross-platform native wrapper around a webview component. * [:earth_americas: Tkinter](https://wiki.python.org/moin/TkInter) - Tkinter is Python's de-facto standard GUI package. -* [:octocat: Toga](https://github.com/pybee/toga) - :star: 2299 :fork_and_knife: 410 - A Python native, OS native GUI toolkit. +* [:octocat: Toga](https://github.com/pybee/toga) - :star: 2306 :fork_and_knife: 411 - A Python native, OS native GUI toolkit. * [:earth_americas: urwid](http://urwid.org/) - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc. * [:earth_americas: wxPython](https://wxpython.org/) - A blending of the wxWidgets C++ class library with the Python. @@ -678,113 +678,113 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: django-countries](https://github.com/SmileyChris/django-countries) - :star: 825 :fork_and_knife: 202 - A Django app that provides a country field for models and forms. * [:earth_americas: GeoDjango](https://docs.djangoproject.com/en/dev/ref/contrib/gis/) - A world-class geographic web framework. -* [:octocat: GeoIP](https://github.com/maxmind/geoip-api-python) - :star: 207 :fork_and_knife: 62 - Python API for MaxMind GeoIP Legacy Database. -* [:octocat: geojson](https://github.com/frewsxcv/python-geojson) - :star: 550 :fork_and_knife: 71 - Python bindings and utilities for GeoJSON. -* [:octocat: geopy](https://github.com/geopy/geopy) - :star: 2886 :fork_and_knife: 498 - Python Geocoding Toolbox. -* [:octocat: pygeoip](https://github.com/appliedsec/pygeoip) - :star: 483 :fork_and_knife: 109 - Pure Python GeoIP API. +* [:octocat: GeoIP](https://github.com/maxmind/geoip-api-python) - :star: 207 :fork_and_knife: 61 - Python API for MaxMind GeoIP Legacy Database. +* [:octocat: geojson](https://github.com/frewsxcv/python-geojson) - :star: 549 :fork_and_knife: 71 - Python bindings and utilities for GeoJSON. +* [:octocat: geopy](https://github.com/geopy/geopy) - :star: 2897 :fork_and_knife: 500 - Python Geocoding Toolbox. +* [:octocat: pygeoip](https://github.com/appliedsec/pygeoip) - :star: 482 :fork_and_knife: 109 - Pure Python GeoIP API. ## HTML Manipulation *Libraries for working with HTML and XML.* * [:earth_americas: BeautifulSoup](https://www.crummy.com/software/BeautifulSoup/bs4/doc/) - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML. -* [:octocat: bleach](https://github.com/mozilla/bleach) - :star: 1930 :fork_and_knife: 213 - A whitelist-based HTML sanitization and text linkification library. +* [:octocat: bleach](https://github.com/mozilla/bleach) - :star: 1933 :fork_and_knife: 213 - A whitelist-based HTML sanitization and text linkification library. * [:earth_americas: cssutils](https://pypi.org/project/cssutils/) - A CSS library for Python. -* [:octocat: html5lib](https://github.com/html5lib/html5lib-python) - :star: 846 :fork_and_knife: 240 - A standards-compliant library for parsing and serializing HTML documents and fragments. +* [:octocat: html5lib](https://github.com/html5lib/html5lib-python) - :star: 849 :fork_and_knife: 241 - A standards-compliant library for parsing and serializing HTML documents and fragments. * [:earth_americas: lxml](http://lxml.de/) - A very fast, easy-to-use and versatile library for handling HTML and XML. -* [:octocat: MarkupSafe](https://github.com/pallets/markupsafe) - :star: 329 :fork_and_knife: 89 - Implements a XML/HTML/XHTML Markup safe string for Python. -* [:octocat: pyquery](https://github.com/gawel/pyquery) - :star: 1854 :fork_and_knife: 157 - A jQuery-like library for parsing HTML. -* [:octocat: untangle](https://github.com/stchris/untangle) - :star: 464 :fork_and_knife: 64 - Converts XML documents to Python objects for easy access. +* [:octocat: MarkupSafe](https://github.com/pallets/markupsafe) - :star: 330 :fork_and_knife: 89 - Implements a XML/HTML/XHTML Markup safe string for Python. +* [:octocat: pyquery](https://github.com/gawel/pyquery) - :star: 1858 :fork_and_knife: 157 - A jQuery-like library for parsing HTML. +* [:octocat: untangle](https://github.com/stchris/untangle) - :star: 465 :fork_and_knife: 64 - Converts XML documents to Python objects for easy access. * [:earth_americas: WeasyPrint](http://weasyprint.org) - A visual rendering engine for HTML and CSS that can export to PDF. * [:earth_americas: xmldataset](https://xmldataset.readthedocs.io/en/latest/) - Simple XML Parsing. -* [:octocat: xmltodict](https://github.com/martinblech/xmltodict) - :star: 3989 :fork_and_knife: 389 - Working with XML feel like you are working with JSON. +* [:octocat: xmltodict](https://github.com/martinblech/xmltodict) - :star: 4007 :fork_and_knife: 389 - Working with XML feel like you are working with JSON. ## HTTP Clients *Libraries for working with HTTP.* -* [:octocat: grequests](https://github.com/spyoungtech/grequests) - :star: 3420 :fork_and_knife: 303 - requests + gevent for asynchronous HTTP requests. -* [:octocat: httplib2](https://github.com/httplib2/httplib2) - :star: 367 :fork_and_knife: 123 - Comprehensive HTTP client library. -* [:octocat: httpx](https://github.com/encode/httpx) - :star: 4988 :fork_and_knife: 295 - A next generation HTTP client for Python. -* [:octocat: requests](https://github.com/psf/requests) - :star: 42796 :fork_and_knife: 7757 - HTTP Requests for Humans. -* [:octocat: treq](https://github.com/twisted/treq) - :star: 503 :fork_and_knife: 136 - Python requests like API built on top of Twisted's HTTP client. -* [:octocat: urllib3](https://github.com/shazow/urllib3) - :star: 2358 :fork_and_knife: 756 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. +* [:octocat: grequests](https://github.com/spyoungtech/grequests) - :star: 3427 :fork_and_knife: 304 - requests + gevent for asynchronous HTTP requests. +* [:octocat: httplib2](https://github.com/httplib2/httplib2) - :star: 368 :fork_and_knife: 123 - Comprehensive HTTP client library. +* [:octocat: httpx](https://github.com/encode/httpx) - :star: 5036 :fork_and_knife: 301 - A next generation HTTP client for Python. +* [:octocat: requests](https://github.com/psf/requests) - :star: 42858 :fork_and_knife: 7773 - HTTP Requests for Humans. +* [:octocat: treq](https://github.com/twisted/treq) - :star: 503 :fork_and_knife: 137 - Python requests like API built on top of Twisted's HTTP client. +* [:octocat: urllib3](https://github.com/shazow/urllib3) - :star: 2361 :fork_and_knife: 758 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. ## Hardware *Libraries for programming with hardware.* * [:earth_americas: ino](http://inotool.org/) - Command line toolkit for working with [Arduino](https://www.arduino.cc/). -* [:octocat: keyboard](https://github.com/boppreh/keyboard) - :star: 1908 :fork_and_knife: 227 - Hook and simulate global keyboard events on Windows and Linux. -* [:octocat: mouse](https://github.com/boppreh/mouse) - :star: 308 :fork_and_knife: 51 - Hook and simulate global mouse events on Windows and Linux. +* [:octocat: keyboard](https://github.com/boppreh/keyboard) - :star: 1926 :fork_and_knife: 227 - Hook and simulate global keyboard events on Windows and Linux. +* [:octocat: mouse](https://github.com/boppreh/mouse) - :star: 318 :fork_and_knife: 52 - Hook and simulate global mouse events on Windows and Linux. * [:earth_americas: Pingo](http://www.pingo.io/) - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc. -* [:octocat: PyUserInput](https://github.com/SavinaRoja/PyUserInput) - :star: 922 :fork_and_knife: 233 - A module for cross-platform control of the mouse and keyboard. -* [:octocat: scapy](https://github.com/secdev/scapy) - :star: 5332 :fork_and_knife: 1231 - A brilliant packet manipulation library. -* [:octocat: wifi](https://github.com/rockymeza/wifi) - :star: 264 :fork_and_knife: 137 - A Python library and command line tool for working with WiFi on Linux. +* [:octocat: PyUserInput](https://github.com/SavinaRoja/PyUserInput) - :star: 922 :fork_and_knife: 235 - A module for cross-platform control of the mouse and keyboard. +* [:octocat: scapy](https://github.com/secdev/scapy) - :star: 5353 :fork_and_knife: 1235 - A brilliant packet manipulation library. +* [:octocat: wifi](https://github.com/rockymeza/wifi) - :star: 266 :fork_and_knife: 137 - A Python library and command line tool for working with WiFi on Linux. ## Image Processing *Libraries for manipulating images.* -* [:octocat: hmap](https://github.com/rossgoodwin/hmap) - :star: 176 :fork_and_knife: 21 - Image histogram remapping. +* [:octocat: hmap](https://github.com/rossgoodwin/hmap) - :star: 175 :fork_and_knife: 21 - Image histogram remapping. * [:earth_americas: imgSeek](https://sourceforge.net/projects/imgseek/) - A project for searching a collection of images using visual similarity. -* [:octocat: nude.py](https://github.com/hhatto/nude.py) - :star: 731 :fork_and_knife: 122 - Nudity detection. +* [:octocat: nude.py](https://github.com/hhatto/nude.py) - :star: 730 :fork_and_knife: 122 - Nudity detection. * [:octocat: pagan](https://github.com/daboth/pagan) - :star: 187 :fork_and_knife: 22 - Retro identicon (Avatar) generation based on input string and hash. -* [:octocat: pillow](https://github.com/python-pillow/Pillow) - :star: 7465 :fork_and_knife: 1464 - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork. +* [:octocat: pillow](https://github.com/python-pillow/Pillow) - :star: 7488 :fork_and_knife: 1468 - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork. * [:earth_americas: pyBarcode](https://pythonhosted.org/pyBarcode/) - Create barcodes in Python without needing PIL. * [:octocat: pygram](https://github.com/ajkumar25/pygram) - :star: 90 :fork_and_knife: 12 - Instagram-like image filters. -* [:octocat: python-qrcode](https://github.com/lincolnloop/python-qrcode) - :star: 2137 :fork_and_knife: 394 - A pure Python QR Code generator. -* [:octocat: Quads](https://github.com/fogleman/Quads) - :star: 935 :fork_and_knife: 104 - Computer art based on quadtrees. +* [:octocat: python-qrcode](https://github.com/lincolnloop/python-qrcode) - :star: 2148 :fork_and_knife: 395 - A pure Python QR Code generator. +* [:octocat: Quads](https://github.com/fogleman/Quads) - :star: 938 :fork_and_knife: 105 - Computer art based on quadtrees. * [:earth_americas: scikit-image](http://scikit-image.org/) - A Python library for (scientific) image processing. -* [:octocat: thumbor](https://github.com/thumbor/thumbor) - :star: 7778 :fork_and_knife: 678 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. -* [:octocat: wand](https://github.com/dahlia/wand) - :star: 1000 :fork_and_knife: 184 - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick. +* [:octocat: thumbor](https://github.com/thumbor/thumbor) - :star: 7794 :fork_and_knife: 677 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. +* [:octocat: wand](https://github.com/dahlia/wand) - :star: 1003 :fork_and_knife: 184 - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick. ## Implementations *Implementations of Python.* -* [:octocat: CPython](https://github.com/python/cpython) - :star: 31964 :fork_and_knife: 15123 - **Default, most widely used implementation of the Python programming language written in C.** +* [:octocat: CPython](https://github.com/python/cpython) - :star: 32112 :fork_and_knife: 15241 - **Default, most widely used implementation of the Python programming language written in C.** * [:earth_americas: Cython](http://cython.org/) - Optimizing Static Compiler for Python. -* [:octocat: CLPython](https://github.com/metawilm/cl-python) - :star: 294 :fork_and_knife: 34 - Implementation of the Python programming language written in Common Lisp. -* [:octocat: Grumpy](https://github.com/google/grumpy) - :star: 10070 :fork_and_knife: 650 - More compiler than interpreter as more powerful CPython2.7 replacement (alpha). -* [:octocat: IronPython](https://github.com/IronLanguages/ironpython3) - :star: 1159 :fork_and_knife: 148 - Implementation of the Python programming language written in C#. +* [:octocat: CLPython](https://github.com/metawilm/cl-python) - :star: 295 :fork_and_knife: 34 - Implementation of the Python programming language written in Common Lisp. +* [:octocat: Grumpy](https://github.com/google/grumpy) - :star: 10083 :fork_and_knife: 649 - More compiler than interpreter as more powerful CPython2.7 replacement (alpha). +* [:octocat: IronPython](https://github.com/IronLanguages/ironpython3) - :star: 1161 :fork_and_knife: 150 - Implementation of the Python programming language written in C#. * [:earth_americas: Jython](https://hg.python.org/jython) - Implementation of Python programming language written in Java for the JVM. -* [:octocat: MicroPython](https://github.com/micropython/micropython) - :star: 10675 :fork_and_knife: 3464 - A lean and efficient Python programming language implementation. +* [:octocat: MicroPython](https://github.com/micropython/micropython) - :star: 10724 :fork_and_knife: 3490 - A lean and efficient Python programming language implementation. * [:earth_americas: Numba](http://numba.pydata.org/) - Python JIT compiler to LLVM aimed at scientific Python. -* [:octocat: PeachPy](https://github.com/Maratyszcza/PeachPy) - :star: 1411 :fork_and_knife: 123 - x86-64 assembler embedded in Python. +* [:octocat: PeachPy](https://github.com/Maratyszcza/PeachPy) - :star: 1413 :fork_and_knife: 124 - x86-64 assembler embedded in Python. * [:octocat: Pyjion](https://github.com/Microsoft/Pyjion) - :star: 1330 :fork_and_knife: 67 - A JIT for Python based upon CoreCLR. * [:earth_americas: PyPy](https://foss.heptapod.net/pypy/pypy) - A very fast and compliant implementation of the Python language. -* [:octocat: Pyston](https://github.com/dropbox/pyston) - :star: 4521 :fork_and_knife: 306 - A Python implementation using JIT techniques. -* [:octocat: Stackless Python](https://github.com/stackless-dev/stackless) - :star: 595 :fork_and_knife: 41 - An enhanced version of the Python programming language. +* [:octocat: Pyston](https://github.com/dropbox/pyston) - :star: 4523 :fork_and_knife: 306 - A Python implementation using JIT techniques. +* [:octocat: Stackless Python](https://github.com/stackless-dev/stackless) - :star: 598 :fork_and_knife: 41 - An enhanced version of the Python programming language. ## Interactive Interpreter *Interactive Python interpreters (REPL).* -* [:octocat: bpython](https://github.com/bpython/bpython) - :star: 1505 :fork_and_knife: 173 - A fancy interface to the Python interpreter. +* [:octocat: bpython](https://github.com/bpython/bpython) - :star: 1511 :fork_and_knife: 174 - A fancy interface to the Python interpreter. * [:earth_americas: Jupyter Notebook (IPython)](https://jupyter.org) - A rich toolkit to help you make the most out of using Python interactively. - * [:octocat: awesome-jupyter](https://github.com/markusschanta/awesome-jupyter) - :star: 1699 :fork_and_knife: 223 -* [:octocat: ptpython](https://github.com/jonathanslenders/ptpython) - :star: 3667 :fork_and_knife: 204 - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit). + * [:octocat: awesome-jupyter](https://github.com/markusschanta/awesome-jupyter) - :star: 1717 :fork_and_knife: 223 +* [:octocat: ptpython](https://github.com/jonathanslenders/ptpython) - :star: 3670 :fork_and_knife: 205 - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit). ## Internationalization *Libraries for working with i18n.* * [:earth_americas: Babel](http://babel.pocoo.org/en/latest/) - An internationalization library for Python. -* [:octocat: PyICU](https://github.com/ovalhub/pyicu) - :star: 113 :fork_and_knife: 46 - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)). +* [:octocat: PyICU](https://github.com/ovalhub/pyicu) - :star: 114 :fork_and_knife: 46 - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)). ## Job Scheduler *Libraries for scheduling jobs.* * [:earth_americas: APScheduler](http://apscheduler.readthedocs.io/en/latest/) - A light but powerful in-process task scheduler that lets you schedule functions. -* [:octocat: django-schedule](https://github.com/thauber/django-schedule) - :star: 774 :fork_and_knife: 287 - A calendaring app for Django. +* [:octocat: django-schedule](https://github.com/thauber/django-schedule) - :star: 775 :fork_and_knife: 288 - A calendaring app for Django. * [:earth_americas: doit](http://pydoit.org/) - A task runner and build tool. * [:octocat: gunnery](https://github.com/gunnery/gunnery) - :star: 715 :fork_and_knife: 76 - Multipurpose task execution tool for distributed systems with web-based interface. * [:earth_americas: Joblib](https://joblib.readthedocs.io/) - A set of tools to provide lightweight pipelining in Python. -* [:octocat: Plan](https://github.com/fengsp/plan) - :star: 1105 :fork_and_knife: 94 - Writing crontab file in Python like a charm. -* [:octocat: schedule](https://github.com/dbader/schedule) - :star: 7426 :fork_and_knife: 689 - Python job scheduling for humans. -* [:octocat: Spiff](https://github.com/knipknap/SpiffWorkflow) - :star: 890 :fork_and_knife: 210 - A powerful workflow engine implemented in pure Python. +* [:octocat: Plan](https://github.com/fengsp/plan) - :star: 1106 :fork_and_knife: 94 - Writing crontab file in Python like a charm. +* [:octocat: schedule](https://github.com/dbader/schedule) - :star: 7463 :fork_and_knife: 693 - Python job scheduling for humans. +* [:octocat: Spiff](https://github.com/knipknap/SpiffWorkflow) - :star: 889 :fork_and_knife: 210 - A powerful workflow engine implemented in pure Python. * [:earth_americas: TaskFlow](https://docs.openstack.org/developer/taskflow/) - A Python library that helps to make task execution easy, consistent and reliable. * [:earth_americas: Airflow](https://airflow.apache.org/) - Airflow is a platform to programmatically author, schedule and monitor workflows. @@ -792,22 +792,22 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for generating and working with logs.* -* [:octocat: Eliot](https://github.com/ScatterHQ/eliot) - :star: 753 :fork_and_knife: 49 - Logging for complex & distributed systems. +* [:octocat: Eliot](https://github.com/ScatterHQ/eliot) - :star: 765 :fork_and_knife: 50 - Logging for complex & distributed systems. * [:earth_americas: logbook](http://logbook.readthedocs.io/en/stable/) - Logging replacement for Python. * [:earth_americas: logging](https://docs.python.org/3/library/logging.html) - (Python standard library) Logging facility for Python. -* [:octocat: raven](https://github.com/getsentry/raven-python) - :star: 1667 :fork_and_knife: 802 - Python client for Sentry, a log/error tracking, crash reporting and aggregation platform for web applications. +* [:octocat: raven](https://github.com/getsentry/raven-python) - :star: 1666 :fork_and_knife: 801 - Python client for Sentry, a log/error tracking, crash reporting and aggregation platform for web applications. ## Machine Learning *Libraries for Machine Learning. Also see [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning#python).* -* [:octocat: H2O](https://github.com/h2oai/h2o-3) - :star: 4852 :fork_and_knife: 1742 - Open Source Fast Scalable Machine Learning Platform. -* [:octocat: Metrics](https://github.com/benhamner/Metrics) - :star: 1325 :fork_and_knife: 415 - Machine learning evaluation metrics. -* [:octocat: NuPIC](https://github.com/numenta/nupic) - :star: 6097 :fork_and_knife: 1581 - Numenta Platform for Intelligent Computing. +* [:octocat: H2O](https://github.com/h2oai/h2o-3) - :star: 4865 :fork_and_knife: 1745 - Open Source Fast Scalable Machine Learning Platform. +* [:octocat: Metrics](https://github.com/benhamner/Metrics) - :star: 1327 :fork_and_knife: 416 - Machine learning evaluation metrics. +* [:octocat: NuPIC](https://github.com/numenta/nupic) - :star: 6099 :fork_and_knife: 1580 - Numenta Platform for Intelligent Computing. * [:earth_americas: scikit-learn](http://scikit-learn.org/) - The most popular Python library for Machine Learning. * [:earth_americas: Spark ML](http://spark.apache.org/docs/latest/ml-guide.html) - [Apache Spark](http://spark.apache.org/)'s scalable Machine Learning library. -* [:octocat: vowpal_porpoise](https://github.com/josephreisinger/vowpal_porpoise) - :star: 152 :fork_and_knife: 30 - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). -* [:octocat: xgboost](https://github.com/dmlc/xgboost) - :star: 19261 :fork_and_knife: 7569 - A scalable, portable, and distributed gradient boosting library. +* [:octocat: vowpal_porpoise](https://github.com/josephreisinger/vowpal_porpoise) - :star: 157 :fork_and_knife: 30 - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). +* [:octocat: xgboost](https://github.com/dmlc/xgboost) - :star: 19313 :fork_and_knife: 7581 - A scalable, portable, and distributed gradient boosting library. ## Microsoft Windows @@ -815,18 +815,18 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: Python(x,y)](http://python-xy.github.io/) - Scientific-applications-oriented Python Distribution based on Qt and Spyder. * [:earth_americas: pythonlibs](http://www.lfd.uci.edu/~gohlke/pythonlibs/) - Unofficial Windows binaries for Python extension packages. -* [:octocat: PythonNet](https://github.com/pythonnet/pythonnet) - :star: 2133 :fork_and_knife: 400 - Python Integration with the .NET Common Language Runtime (CLR). -* [:octocat: PyWin32](https://github.com/mhammond/pywin32) - :star: 2355 :fork_and_knife: 484 - Python Extensions for Windows. +* [:octocat: PythonNet](https://github.com/pythonnet/pythonnet) - :star: 2147 :fork_and_knife: 403 - Python Integration with the .NET Common Language Runtime (CLR). +* [:octocat: PyWin32](https://github.com/mhammond/pywin32) - :star: 2369 :fork_and_knife: 488 - Python Extensions for Windows. * [:earth_americas: WinPython](https://winpython.github.io/) - Portable development environment for Windows 7/8. ## Miscellaneous *Useful libraries or tools that don't fit in the categories above.* -* [:octocat: blinker](https://github.com/jek/blinker) - :star: 1084 :fork_and_knife: 141 - A fast Python in-process signal/event dispatching system. -* [:octocat: boltons](https://github.com/mahmoud/boltons) - :star: 5170 :fork_and_knife: 278 - A set of pure-Python utilities. -* [:octocat: itsdangerous](https://github.com/pallets/itsdangerous) - :star: 2005 :fork_and_knife: 173 - Various helpers to pass trusted data to untrusted environments. -* [:octocat: pluginbase](https://github.com/mitsuhiko/pluginbase) - :star: 883 :fork_and_knife: 132 - A simple but flexible plugin system for Python. +* [:octocat: blinker](https://github.com/jek/blinker) - :star: 1087 :fork_and_knife: 141 - A fast Python in-process signal/event dispatching system. +* [:octocat: boltons](https://github.com/mahmoud/boltons) - :star: 5176 :fork_and_knife: 278 - A set of pure-Python utilities. +* [:octocat: itsdangerous](https://github.com/pallets/itsdangerous) - :star: 2009 :fork_and_knife: 173 - Various helpers to pass trusted data to untrusted environments. +* [:octocat: pluginbase](https://github.com/mitsuhiko/pluginbase) - :star: 886 :fork_and_knife: 132 - A simple but flexible plugin system for Python. * [:earth_americas: tryton](http://www.tryton.org/) - A general purpose business framework. ## Natural Language Processing @@ -834,35 +834,35 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with human languages.* - General - * [:octocat: gensim](https://github.com/RaRe-Technologies/gensim) - :star: 10906 :fork_and_knife: 3766 - Topic Modeling for Humans. + * [:octocat: gensim](https://github.com/RaRe-Technologies/gensim) - :star: 10936 :fork_and_knife: 3769 - Topic Modeling for Humans. * [:octocat: langid.py](https://github.com/saffsd/langid.py) - :star: 1610 :fork_and_knife: 263 - Stand-alone language identification system. * [:earth_americas: nltk](http://www.nltk.org/) - A leading platform for building Python programs to work with human language data. - * [:octocat: pattern](https://github.com/clips/pattern) - :star: 7431 :fork_and_knife: 1487 - A web mining module. - * [:octocat: polyglot](https://github.com/aboSamoor/polyglot) - :star: 1607 :fork_and_knife: 279 - Natural language pipeline supporting hundreds of languages. - * [:octocat: pytext](https://github.com/facebookresearch/pytext) - :star: 5893 :fork_and_knife: 724 - A natural language modeling framework based on PyTorch. - * [:octocat: PyTorch-NLP](https://github.com/PetrochukM/PyTorch-NLP) - :star: 1725 :fork_and_knife: 206 - A toolkit enabling rapid deep learning NLP prototyping for research. + * [:octocat: pattern](https://github.com/clips/pattern) - :star: 7443 :fork_and_knife: 1485 - A web mining module. + * [:octocat: polyglot](https://github.com/aboSamoor/polyglot) - :star: 1618 :fork_and_knife: 279 - Natural language pipeline supporting hundreds of languages. + * [:octocat: pytext](https://github.com/facebookresearch/pytext) - :star: 5899 :fork_and_knife: 726 - A natural language modeling framework based on PyTorch. + * [:octocat: PyTorch-NLP](https://github.com/PetrochukM/PyTorch-NLP) - :star: 1730 :fork_and_knife: 206 - A toolkit enabling rapid deep learning NLP prototyping for research. * [:earth_americas: spacy](https://spacy.io/) - A library for industrial-strength natural language processing in Python and Cython. - * [:octocat: Stanza](https://github.com/stanfordnlp/stanza) - :star: 4294 :fork_and_knife: 541 - The Stanford NLP Group's official Python library, supporting 60+ languages. + * [:octocat: Stanza](https://github.com/stanfordnlp/stanza) - :star: 4332 :fork_and_knife: 547 - The Stanford NLP Group's official Python library, supporting 60+ languages. - Chinese - * [:octocat: jieba](https://github.com/fxsjy/jieba) - :star: 23278 :fork_and_knife: 5741 - The most popular Chinese text segmentation library. - * [:octocat: pkuseg-python](https://github.com/lancopku/pkuseg-python) - :star: 4882 :fork_and_knife: 776 - A toolkit for Chinese word segmentation in various domains. - * [:octocat: snownlp](https://github.com/isnowfy/snownlp) - :star: 4799 :fork_and_knife: 1173 - A library for processing Chinese text. - * [:octocat: funNLP](https://github.com/fighting41love/funNLP) - :star: 21517 :fork_and_knife: 6489 - A collection of tools and datasets for Chinese NLP. + * [:octocat: jieba](https://github.com/fxsjy/jieba) - :star: 23362 :fork_and_knife: 5758 - The most popular Chinese text segmentation library. + * [:octocat: pkuseg-python](https://github.com/lancopku/pkuseg-python) - :star: 4898 :fork_and_knife: 779 - A toolkit for Chinese word segmentation in various domains. + * [:octocat: snownlp](https://github.com/isnowfy/snownlp) - :star: 4820 :fork_and_knife: 1181 - A library for processing Chinese text. + * [:octocat: funNLP](https://github.com/fighting41love/funNLP) - :star: 21808 :fork_and_knife: 6593 - A collection of tools and datasets for Chinese NLP. ## Network Virtualization *Tools and libraries for Virtual Networking and SDN (Software Defined Networking).* -* [:octocat: mininet](https://github.com/mininet/mininet) - :star: 3425 :fork_and_knife: 1379 - A popular network emulator and API written in Python. -* [:octocat: napalm](https://github.com/napalm-automation/napalm) - :star: 1497 :fork_and_knife: 424 - Cross-vendor API to manipulate network devices. -* [:octocat: pox](https://github.com/noxrepo/pox) - :star: 489 :fork_and_knife: 433 - A Python-based SDN control applications, such as OpenFlow SDN controllers. +* [:octocat: mininet](https://github.com/mininet/mininet) - :star: 3432 :fork_and_knife: 1383 - A popular network emulator and API written in Python. +* [:octocat: napalm](https://github.com/napalm-automation/napalm) - :star: 1507 :fork_and_knife: 427 - Cross-vendor API to manipulate network devices. +* [:octocat: pox](https://github.com/noxrepo/pox) - :star: 490 :fork_and_knife: 433 - A Python-based SDN control applications, such as OpenFlow SDN controllers. ## News Feed *Libraries for building user's activities.* -* [:octocat: django-activity-stream](https://github.com/justquick/django-activity-stream) - :star: 1752 :fork_and_knife: 447 - Generating generic activity streams from the actions on your site. -* [:octocat: Stream Framework](https://github.com/tschellenbach/Stream-Framework) - :star: 4325 :fork_and_knife: 534 - Building news feed and notification systems using Cassandra and Redis. +* [:octocat: django-activity-stream](https://github.com/justquick/django-activity-stream) - :star: 1762 :fork_and_knife: 449 - Generating generic activity streams from the actions on your site. +* [:octocat: Stream Framework](https://github.com/tschellenbach/Stream-Framework) - :star: 4333 :fork_and_knife: 534 - Building news feed and notification systems using Cassandra and Redis. ## ORM @@ -871,17 +871,17 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * Relational Databases * [:earth_americas: Django Models](https://docs.djangoproject.com/en/dev/topics/db/models/) - The Django ORM. * [:earth_americas: SQLAlchemy](https://www.sqlalchemy.org/) - The Python SQL Toolkit and Object Relational Mapper. - * [:octocat: awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) - :star: 2085 :fork_and_knife: 121 - * [:octocat: dataset](https://github.com/pudo/dataset) - :star: 3826 :fork_and_knife: 245 - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL. - * [:octocat: orator](https://github.com/sdispater/orator) - :star: 1091 :fork_and_knife: 143 - The Orator ORM provides a simple yet beautiful ActiveRecord implementation. - * [:octocat: orm](https://github.com/encode/orm) - :star: 947 :fork_and_knife: 48 - An async ORM. - * [:octocat: peewee](https://github.com/coleifer/peewee) - :star: 7609 :fork_and_knife: 1209 - A small, expressive ORM. - * [:octocat: pony](https://github.com/ponyorm/pony/) - :star: 2215 :fork_and_knife: 173 - ORM that provides a generator-oriented interface to SQL. + * [:octocat: awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) - :star: 2087 :fork_and_knife: 121 + * [:octocat: dataset](https://github.com/pudo/dataset) - :star: 3828 :fork_and_knife: 245 - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL. + * [:octocat: orator](https://github.com/sdispater/orator) - :star: 1094 :fork_and_knife: 145 - The Orator ORM provides a simple yet beautiful ActiveRecord implementation. + * [:octocat: orm](https://github.com/encode/orm) - :star: 953 :fork_and_knife: 48 - An async ORM. + * [:octocat: peewee](https://github.com/coleifer/peewee) - :star: 7635 :fork_and_knife: 1211 - A small, expressive ORM. + * [:octocat: pony](https://github.com/ponyorm/pony/) - :star: 2223 :fork_and_knife: 172 - ORM that provides a generator-oriented interface to SQL. * [:octocat: pydal](https://github.com/web2py/pydal/) - :star: 316 :fork_and_knife: 110 - A pure Python Database Abstraction Layer. * NoSQL Databases * [:octocat: hot-redis](https://github.com/stephenmcd/hot-redis) - :star: 261 :fork_and_knife: 25 - Rich Python data types for Redis. - * [:octocat: mongoengine](https://github.com/MongoEngine/mongoengine) - :star: 3188 :fork_and_knife: 1099 - A Python Object-Document-Mapper for working with MongoDB. - * [:octocat: PynamoDB](https://github.com/pynamodb/PynamoDB) - :star: 1270 :fork_and_knife: 315 - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). + * [:octocat: mongoengine](https://github.com/MongoEngine/mongoengine) - :star: 3194 :fork_and_knife: 1100 - A Python Object-Document-Mapper for working with MongoDB. + * [:octocat: PynamoDB](https://github.com/pynamodb/PynamoDB) - :star: 1275 :fork_and_knife: 316 - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). * [:octocat: redisco](https://github.com/kiddouk/redisco) - :star: 431 :fork_and_knife: 86 - A Python Library for Simple Models and Containers Persisted in Redis. ## Package Management @@ -890,46 +890,46 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: pip](https://pip.pypa.io/en/stable/) - The package installer for Python. * [:earth_americas: PyPI](https://pypi.org/) - * [:octocat: pip-tools](https://github.com/jazzband/pip-tools) - :star: 4325 :fork_and_knife: 383 - A set of tools to keep your pinned Python dependencies fresh. -* [:octocat: poetry](https://github.com/sdispater/poetry) - :star: 11102 :fork_and_knife: 788 - Python dependency management and packaging made easy. -* [:octocat: conda](https://github.com/conda/conda/) - :star: 3652 :fork_and_knife: 925 - Cross-platform, Python-agnostic binary package manager. + * [:octocat: pip-tools](https://github.com/jazzband/pip-tools) - :star: 4336 :fork_and_knife: 383 - A set of tools to keep your pinned Python dependencies fresh. +* [:octocat: poetry](https://github.com/sdispater/poetry) - :star: 11203 :fork_and_knife: 796 - Python dependency management and packaging made easy. +* [:octocat: conda](https://github.com/conda/conda/) - :star: 3666 :fork_and_knife: 927 - Cross-platform, Python-agnostic binary package manager. ## Package Repositories *Local PyPI repository server and proxies.* -* [:octocat: warehouse](https://github.com/pypa/warehouse) - :star: 2424 :fork_and_knife: 699 - Next generation Python Package Repository (PyPI). -* [:octocat: bandersnatch](https://github.com/pypa/bandersnatch/) - :star: 175 :fork_and_knife: 73 - PyPI mirroring tool provided by Python Packaging Authority (PyPA). -* [:octocat: devpi](https://github.com/devpi/devpi) - :star: 389 :fork_and_knife: 74 - PyPI server and packaging/testing/release tool. +* [:octocat: warehouse](https://github.com/pypa/warehouse) - :star: 2423 :fork_and_knife: 701 - Next generation Python Package Repository (PyPI). +* [:octocat: bandersnatch](https://github.com/pypa/bandersnatch/) - :star: 179 :fork_and_knife: 73 - PyPI mirroring tool provided by Python Packaging Authority (PyPA). +* [:octocat: devpi](https://github.com/devpi/devpi) - :star: 389 :fork_and_knife: 75 - PyPI server and packaging/testing/release tool. * [:octocat: localshop](https://github.com/jazzband/localshop) - :star: 360 :fork_and_knife: 113 - Local PyPI server (custom packages and auto-mirroring of pypi). ## Permissions *Libraries that allow or deny users access to data or functionality.* -* [:octocat: django-guardian](https://github.com/django-guardian/django-guardian) - :star: 2661 :fork_and_knife: 487 - Implementation of per object permissions for Django 1.2+ -* [:octocat: django-rules](https://github.com/dfunckt/django-rules) - :star: 1069 :fork_and_knife: 88 - A tiny but powerful app providing object-level permissions to Django, without requiring a database. +* [:octocat: django-guardian](https://github.com/django-guardian/django-guardian) - :star: 2672 :fork_and_knife: 488 - Implementation of per object permissions for Django 1.2+ +* [:octocat: django-rules](https://github.com/dfunckt/django-rules) - :star: 1072 :fork_and_knife: 89 - A tiny but powerful app providing object-level permissions to Django, without requiring a database. ## Processes *Libraries for starting and communicating with OS processes.* -* [:octocat: delegator.py](https://github.com/amitt001/delegator.py) - :star: 1479 :fork_and_knife: 85 - [Subprocesses](https://docs.python.org/3/library/subprocess.html) for Humans 2.0. +* [:octocat: delegator.py](https://github.com/amitt001/delegator.py) - :star: 1484 :fork_and_knife: 85 - [Subprocesses](https://docs.python.org/3/library/subprocess.html) for Humans 2.0. * [:earth_americas: sarge](https://sarge.readthedocs.io/en/latest/) - Yet another wrapper for subprocess. -* [:octocat: sh](https://github.com/amoffat/sh) - :star: 5306 :fork_and_knife: 419 - A full-fledged subprocess replacement for Python. +* [:octocat: sh](https://github.com/amoffat/sh) - :star: 5312 :fork_and_knife: 421 - A full-fledged subprocess replacement for Python. ## Recommender Systems *Libraries for building recommender systems.* -* [:octocat: annoy](https://github.com/spotify/annoy) - :star: 7139 :fork_and_knife: 783 - Approximate Nearest Neighbors in C++/Python optimized for memory usage. -* [:octocat: fastFM](https://github.com/ibayer/fastFM) - :star: 848 :fork_and_knife: 192 - A library for Factorization Machines. -* [:octocat: implicit](https://github.com/benfred/implicit) - :star: 1965 :fork_and_knife: 437 - A fast Python implementation of collaborative filtering for implicit datasets. -* [:octocat: libffm](https://github.com/guestwalk/libffm) - :star: 1420 :fork_and_knife: 442 - A library for Field-aware Factorization Machine (FFM). -* [:octocat: lightfm](https://github.com/lyst/lightfm) - :star: 3148 :fork_and_knife: 531 - A Python implementation of a number of popular recommendation algorithms. -* [:octocat: spotlight](https://github.com/maciejkula/spotlight) - :star: 2165 :fork_and_knife: 338 - Deep recommender models using PyTorch. -* [:octocat: Surprise](https://github.com/NicolasHug/Surprise) - :star: 4080 :fork_and_knife: 758 - A scikit for building and analyzing recommender systems. -* [:octocat: tensorrec](https://github.com/jfkirk/tensorrec) - :star: 1056 :fork_and_knife: 197 - A Recommendation Engine Framework in TensorFlow. +* [:octocat: annoy](https://github.com/spotify/annoy) - :star: 7183 :fork_and_knife: 787 - Approximate Nearest Neighbors in C++/Python optimized for memory usage. +* [:octocat: fastFM](https://github.com/ibayer/fastFM) - :star: 853 :fork_and_knife: 193 - A library for Factorization Machines. +* [:octocat: implicit](https://github.com/benfred/implicit) - :star: 1974 :fork_and_knife: 438 - A fast Python implementation of collaborative filtering for implicit datasets. +* [:octocat: libffm](https://github.com/guestwalk/libffm) - :star: 1422 :fork_and_knife: 445 - A library for Field-aware Factorization Machine (FFM). +* [:octocat: lightfm](https://github.com/lyst/lightfm) - :star: 3172 :fork_and_knife: 534 - A Python implementation of a number of popular recommendation algorithms. +* [:octocat: spotlight](https://github.com/maciejkula/spotlight) - :star: 2177 :fork_and_knife: 340 - Deep recommender models using PyTorch. +* [:octocat: Surprise](https://github.com/NicolasHug/Surprise) - :star: 4119 :fork_and_knife: 765 - A scikit for building and analyzing recommender systems. +* [:octocat: tensorrec](https://github.com/jfkirk/tensorrec) - :star: 1058 :fork_and_knife: 199 - A Recommendation Engine Framework in TensorFlow. ## Refactoring @@ -937,7 +937,7 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: Bicycle Repair Man](http://bicyclerepair.sourceforge.net/) - Bicycle Repair Man, a refactoring tool for Python. * [:earth_americas: Bowler](https://pybowler.io/) - Safe code refactoring for modern Python. - * [:octocat: Rope](https://github.com/python-rope/rope) - :star: 933 :fork_and_knife: 114 - Rope is a python refactoring library. + * [:octocat: Rope](https://github.com/python-rope/rope) - :star: 936 :fork_and_knife: 114 - Rope is a python refactoring library. ## RESTful API @@ -947,58 +947,58 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: django-rest-framework](http://www.django-rest-framework.org/) - A powerful and flexible toolkit to build web APIs. * [:earth_americas: django-tastypie](http://tastypieapi.org/) - Creating delicious APIs for Django apps. * Flask - * [:octocat: eve](https://github.com/pyeve/eve) - :star: 6115 :fork_and_knife: 708 - REST API framework powered by Flask, MongoDB and good intentions. - * [:octocat: flask-api](https://github.com/flask-api/flask-api) - :star: 1168 :fork_and_knife: 136 - Browsable Web APIs for Flask. - * [:octocat: flask-restful](https://github.com/flask-restful/flask-restful) - :star: 5613 :fork_and_knife: 887 - Quickly building REST APIs for Flask. + * [:octocat: eve](https://github.com/pyeve/eve) - :star: 6120 :fork_and_knife: 709 - REST API framework powered by Flask, MongoDB and good intentions. + * [:octocat: flask-api](https://github.com/flask-api/flask-api) - :star: 1169 :fork_and_knife: 135 - Browsable Web APIs for Flask. + * [:octocat: flask-restful](https://github.com/flask-restful/flask-restful) - :star: 5624 :fork_and_knife: 889 - Quickly building REST APIs for Flask. * Pyramid * [:octocat: cornice](https://github.com/Cornices/cornice) - :star: 360 :fork_and_knife: 146 - A RESTful framework for Pyramid. * Framework agnostic - * [:octocat: apistar](https://github.com/encode/apistar) - :star: 5469 :fork_and_knife: 428 - A smart Web API framework, designed for Python 3. - * [:octocat: falcon](https://github.com/falconry/falcon) - :star: 7820 :fork_and_knife: 790 - A high-performance framework for building cloud APIs and web app backends. - * [:octocat: fastapi](https://github.com/tiangolo/fastapi) - :star: 15554 :fork_and_knife: 1053 - A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints. - * [:octocat: hug](https://github.com/hugapi/hug) - :star: 6263 :fork_and_knife: 363 - A Python 3 framework for cleanly exposing APIs. - * [:octocat: sandman2](https://github.com/jeffknupp/sandman2) - :star: 1510 :fork_and_knife: 171 - Automated REST APIs for existing database-driven systems. - * [:octocat: sanic](https://github.com/huge-success/sanic) - :star: 13866 :fork_and_knife: 1270 - A Python 3.6+ web server and web framework that's written to go fast. + * [:octocat: apistar](https://github.com/encode/apistar) - :star: 5474 :fork_and_knife: 429 - A smart Web API framework, designed for Python 3. + * [:octocat: falcon](https://github.com/falconry/falcon) - :star: 7840 :fork_and_knife: 791 - A high-performance framework for building cloud APIs and web app backends. + * [:octocat: fastapi](https://github.com/tiangolo/fastapi) - :star: 15946 :fork_and_knife: 1080 - A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints. + * [:octocat: hug](https://github.com/hugapi/hug) - :star: 6270 :fork_and_knife: 362 - A Python 3 framework for cleanly exposing APIs. + * [:octocat: sandman2](https://github.com/jeffknupp/sandman2) - :star: 1520 :fork_and_knife: 173 - Automated REST APIs for existing database-driven systems. + * [:octocat: sanic](https://github.com/huge-success/sanic) - :star: 13885 :fork_and_knife: 1271 - A Python 3.6+ web server and web framework that's written to go fast. * [:earth_americas: vibora](https://vibora.io/) - Fast, efficient and asynchronous Web framework inspired by Flask. ## Robotics *Libraries for robotics.* -* [:octocat: PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics) - :star: 9387 :fork_and_knife: 3040 - This is a compilation of various robotics algorithms with visualizations. +* [:octocat: PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics) - :star: 9456 :fork_and_knife: 3070 - This is a compilation of various robotics algorithms with visualizations. * [:earth_americas: rospy](http://wiki.ros.org/rospy) - This is a library for ROS (Robot Operating System). ## RPC Servers *RPC-compatible servers.* -* [:octocat: zeroRPC](https://github.com/0rpc/zerorpc-python) - :star: 2628 :fork_and_knife: 340 - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/). -* [:octocat: RPyC](https://github.com/tomerfiliba/rpyc) (Remote Python Call) - :star: 864 :fork_and_knife: 180 - A transparent and symmetric RPC library for Python +* [:octocat: zeroRPC](https://github.com/0rpc/zerorpc-python) - :star: 2633 :fork_and_knife: 341 - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/). +* [:octocat: RPyC](https://github.com/tomerfiliba/rpyc) (Remote Python Call) - :star: 872 :fork_and_knife: 181 - A transparent and symmetric RPC library for Python ## Science *Libraries for scientific computing. Also see [Python-for-Scientists](https://github.com/TomNicholas/Python-for-Scientists).* * [:earth_americas: astropy](http://www.astropy.org/) - A community Python library for Astronomy. -* [:octocat: bcbio-nextgen](https://github.com/chapmanb/bcbio-nextgen) - :star: 745 :fork_and_knife: 326 - Providing best-practice pipelines for fully automated high throughput sequencing analysis. -* [:octocat: bccb](https://github.com/chapmanb/bcbb) - :star: 470 :fork_and_knife: 209 - Collection of useful code related to biological analysis. +* [:octocat: bcbio-nextgen](https://github.com/chapmanb/bcbio-nextgen) - :star: 746 :fork_and_knife: 327 - Providing best-practice pipelines for fully automated high throughput sequencing analysis. +* [:octocat: bccb](https://github.com/chapmanb/bcbb) - :star: 471 :fork_and_knife: 211 - Collection of useful code related to biological analysis. * [:earth_americas: Biopython](http://biopython.org/wiki/Main_Page) - Biopython is a set of freely available tools for biological computation. * [:earth_americas: cclib](http://cclib.github.io/) - A library for parsing and interpreting the results of computational chemistry packages. * [:earth_americas: Colour](http://colour-science.org/) - Implementing a comprehensive number of colour theory transformations and algorithms. -* [:octocat: Karate Club](https://github.com/benedekrozemberczki/karateclub) - :star: 790 :fork_and_knife: 81 - Unsupervised machine learning toolbox for graph structured data. +* [:octocat: Karate Club](https://github.com/benedekrozemberczki/karateclub) - :star: 809 :fork_and_knife: 82 - Unsupervised machine learning toolbox for graph structured data. * [:earth_americas: NetworkX](https://networkx.github.io/) - A high-productivity software for complex networks. * [:earth_americas: NIPY](http://nipy.org) - A collection of neuroimaging toolkits. * [:earth_americas: NumPy](http://www.numpy.org/) - A fundamental package for scientific computing with Python. * [:earth_americas: Open Babel](http://openbabel.org/wiki/Main_Page) - A chemical toolbox designed to speak the many languages of chemical data. * [:octocat: ObsPy](https://github.com/obspy/obspy/wiki/) - A Python toolbox for seismology. * [:earth_americas: PyDy](http://www.pydy.org/) - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion. -* [:octocat: PyMC](https://github.com/pymc-devs/pymc3) - :star: 5092 :fork_and_knife: 1245 - Markov Chain Monte Carlo sampling toolkit. +* [:octocat: PyMC](https://github.com/pymc-devs/pymc3) - :star: 5110 :fork_and_knife: 1245 - Markov Chain Monte Carlo sampling toolkit. * [:earth_americas: QuTiP](http://qutip.org/) - Quantum Toolbox in Python. * [:earth_americas: RDKit](http://www.rdkit.org/) - Cheminformatics and Machine Learning Software. * [:earth_americas: SciPy](https://www.scipy.org/) - A Python-based ecosystem of open-source software for mathematics, science, and engineering. -* [:octocat: statsmodels](https://github.com/statsmodels/statsmodels) - :star: 5228 :fork_and_knife: 1971 - Statistical modeling and econometrics in Python. -* [:octocat: SymPy](https://github.com/sympy/sympy) - :star: 7078 :fork_and_knife: 3038 - A Python library for symbolic mathematics. -* [:octocat: Zipline](https://github.com/quantopian/zipline) - :star: 11370 :fork_and_knife: 3314 - A Pythonic algorithmic trading library. +* [:octocat: statsmodels](https://github.com/statsmodels/statsmodels) - :star: 5254 :fork_and_knife: 1983 - Statistical modeling and econometrics in Python. +* [:octocat: SymPy](https://github.com/sympy/sympy) - :star: 7101 :fork_and_knife: 3047 - A Python library for symbolic mathematics. +* [:octocat: Zipline](https://github.com/quantopian/zipline) - :star: 11425 :fork_and_knife: 3327 - A Pythonic algorithmic trading library. * [:earth_americas: SimPy](https://bitbucket.org/simpy/simpy) - A process-based discrete-event simulation framework. ## Search @@ -1006,53 +1006,53 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries and software for indexing and performing search queries on data.* * [:earth_americas: elasticsearch-py](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/index.html) - The official low-level Python client for [Elasticsearch](https://www.elastic.co/products/elasticsearch). -* [:octocat: elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - :star: 2925 :fork_and_knife: 634 - The official high-level Python client for Elasticsearch. -* [:octocat: django-haystack](https://github.com/django-haystack/django-haystack) - :star: 2985 :fork_and_knife: 1202 - Modular search for Django. -* [:octocat: pysolr](https://github.com/django-haystack/pysolr) - :star: 550 :fork_and_knife: 301 - A lightweight Python wrapper for [Apache Solr](https://lucene.apache.org/solr/). +* [:octocat: elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - :star: 2933 :fork_and_knife: 635 - The official high-level Python client for Elasticsearch. +* [:octocat: django-haystack](https://github.com/django-haystack/django-haystack) - :star: 2993 :fork_and_knife: 1204 - Modular search for Django. +* [:octocat: pysolr](https://github.com/django-haystack/pysolr) - :star: 552 :fork_and_knife: 301 - A lightweight Python wrapper for [Apache Solr](https://lucene.apache.org/solr/). * [:earth_americas: whoosh](http://whoosh.readthedocs.io/en/latest/) - A fast, pure Python search engine library. ## Serialization *Libraries for serializing complex data types* -* [:octocat: marshmallow](https://github.com/marshmallow-code/marshmallow) - :star: 4773 :fork_and_knife: 503 - A lightweight library for converting complex objects to and from simple Python datatypes. -* [:octocat: pysimdjson](https://github.com/TkTech/pysimdjson) - :star: 270 :fork_and_knife: 20 - A Python bindings for [simdjson](https://github.com/lemire/simdjson). -* [:octocat: python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) - :star: 383 :fork_and_knife: 31 - A Python wrapper around [RapidJSON](https://github.com/Tencent/rapidjson). -* [:octocat: ultrajson](https://github.com/esnme/ultrajson) - :star: 2860 :fork_and_knife: 288 - A fast JSON decoder and encoder written in C with Python bindings. +* [:octocat: marshmallow](https://github.com/marshmallow-code/marshmallow) - :star: 4800 :fork_and_knife: 503 - A lightweight library for converting complex objects to and from simple Python datatypes. +* [:octocat: pysimdjson](https://github.com/TkTech/pysimdjson) - :star: 273 :fork_and_knife: 20 - A Python bindings for [simdjson](https://github.com/lemire/simdjson). +* [:octocat: python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) - :star: 384 :fork_and_knife: 31 - A Python wrapper around [RapidJSON](https://github.com/Tencent/rapidjson). +* [:octocat: ultrajson](https://github.com/esnme/ultrajson) - :star: 2865 :fork_and_knife: 290 - A fast JSON decoder and encoder written in C with Python bindings. ## Serverless Frameworks *Frameworks for developing serverless Python code.* -* [:octocat: python-lambda](https://github.com/nficano/python-lambda) - :star: 1138 :fork_and_knife: 198 - A toolkit for developing and deploying Python code in AWS Lambda. -* [:octocat: Zappa](https://github.com/Miserlou/Zappa) - :star: 10716 :fork_and_knife: 1171 - A tool for deploying WSGI applications on AWS Lambda and API Gateway. +* [:octocat: python-lambda](https://github.com/nficano/python-lambda) - :star: 1142 :fork_and_knife: 199 - A toolkit for developing and deploying Python code in AWS Lambda. +* [:octocat: Zappa](https://github.com/Miserlou/Zappa) - :star: 10750 :fork_and_knife: 1174 - A tool for deploying WSGI applications on AWS Lambda and API Gateway. ## Specific Formats Processing *Libraries for parsing and manipulating specific text formats.* * General - * [:octocat: tablib](https://github.com/jazzband/tablib) - :star: 3711 :fork_and_knife: 545 - A module for Tabular Datasets in XLS, CSV, JSON, YAML. + * [:octocat: tablib](https://github.com/jazzband/tablib) - :star: 3718 :fork_and_knife: 545 - A module for Tabular Datasets in XLS, CSV, JSON, YAML. * Office * [:earth_americas: openpyxl](https://openpyxl.readthedocs.io/en/stable/) - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files. - * [:octocat: pyexcel](https://github.com/pyexcel/pyexcel) - :star: 812 :fork_and_knife: 128 - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files. - * [:octocat: python-docx](https://github.com/python-openxml/python-docx) - :star: 2235 :fork_and_knife: 647 - Reads, queries and modifies Microsoft Word 2007/2008 docx files. - * [:octocat: python-pptx](https://github.com/scanny/python-pptx) - :star: 1066 :fork_and_knife: 273 - Python library for creating and updating PowerPoint (.pptx) files. - * [:octocat: unoconv](https://github.com/unoconv/unoconv) - :star: 1891 :fork_and_knife: 364 - Convert between any document format supported by LibreOffice/OpenOffice. - * [:octocat: XlsxWriter](https://github.com/jmcnamara/XlsxWriter) - :star: 2275 :fork_and_knife: 475 - A Python module for creating Excel .xlsx files. - * [:octocat: xlwings](https://github.com/ZoomerAnalytics/xlwings) - :star: 1731 :fork_and_knife: 331 - A BSD-licensed library that makes it easy to call Python from Excel and vice versa. - * [:octocat: xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - :star: 951 :fork_and_knife: 270 - Writing and reading data and formatting information from Excel files. + * [:octocat: pyexcel](https://github.com/pyexcel/pyexcel) - :star: 813 :fork_and_knife: 128 - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files. + * [:octocat: python-docx](https://github.com/python-openxml/python-docx) - :star: 2239 :fork_and_knife: 648 - Reads, queries and modifies Microsoft Word 2007/2008 docx files. + * [:octocat: python-pptx](https://github.com/scanny/python-pptx) - :star: 1074 :fork_and_knife: 273 - Python library for creating and updating PowerPoint (.pptx) files. + * [:octocat: unoconv](https://github.com/unoconv/unoconv) - :star: 1898 :fork_and_knife: 365 - Convert between any document format supported by LibreOffice/OpenOffice. + * [:octocat: XlsxWriter](https://github.com/jmcnamara/XlsxWriter) - :star: 2281 :fork_and_knife: 478 - A Python module for creating Excel .xlsx files. + * [:octocat: xlwings](https://github.com/ZoomerAnalytics/xlwings) - :star: 1735 :fork_and_knife: 332 - A BSD-licensed library that makes it easy to call Python from Excel and vice versa. + * [:octocat: xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - :star: 952 :fork_and_knife: 270 - Writing and reading data and formatting information from Excel files. * PDF - * [:octocat: PDFMiner](https://github.com/euske/pdfminer) - :star: 4285 :fork_and_knife: 999 - A tool for extracting information from PDF documents. - * [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - :star: 3187 :fork_and_knife: 809 - A library capable of splitting, merging and transforming PDF pages. + * [:octocat: PDFMiner](https://github.com/euske/pdfminer) - :star: 4291 :fork_and_knife: 1000 - A tool for extracting information from PDF documents. + * [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - :star: 3190 :fork_and_knife: 816 - A library capable of splitting, merging and transforming PDF pages. * [:earth_americas: ReportLab](https://www.reportlab.com/opensource/) - Allowing Rapid creation of rich PDF documents. * Markdown - * [:octocat: Mistune](https://github.com/lepture/mistune) - :star: 1792 :fork_and_knife: 185 - Fastest and full featured pure Python parsers of Markdown. - * [:octocat: Python-Markdown](https://github.com/waylan/Python-Markdown) - :star: 2173 :fork_and_knife: 521 - A Python implementation of John Gruber’s Markdown. + * [:octocat: Mistune](https://github.com/lepture/mistune) - :star: 1796 :fork_and_knife: 186 - Fastest and full featured pure Python parsers of Markdown. + * [:octocat: Python-Markdown](https://github.com/waylan/Python-Markdown) - :star: 2179 :fork_and_knife: 525 - A Python implementation of John Gruber’s Markdown. * YAML * [:earth_americas: PyYAML](http://pyyaml.org/) - YAML implementations for Python. * CSV - * [:octocat: csvkit](https://github.com/wireservice/csvkit) - :star: 4280 :fork_and_knife: 529 - Utilities for converting to and working with CSV. + * [:octocat: csvkit](https://github.com/wireservice/csvkit) - :star: 4284 :fork_and_knife: 529 - Utilities for converting to and working with CSV. * Archive * [:octocat: unp](https://github.com/mitsuhiko/unp) - :star: 365 :fork_and_knife: 62 - A command line tool that can unpack archives easily. @@ -1060,31 +1060,31 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Static site generator is a software that takes some text + templates as input and produces HTML files on the output.* -* [:octocat: mkdocs](https://github.com/mkdocs/mkdocs/) - :star: 10252 :fork_and_knife: 1512 - Markdown friendly documentation generator. -* [:octocat: pelican](https://github.com/getpelican/pelican) - :star: 9703 :fork_and_knife: 1645 - Static site generator that supports Markdown and reST syntax. -* [:octocat: lektor](https://github.com/lektor/lektor) - :star: 3296 :fork_and_knife: 262 - An easy to use static CMS and blog engine. -* [:octocat: nikola](https://github.com/getnikola/nikola) - :star: 1901 :fork_and_knife: 377 - A static website and blog generator. +* [:octocat: mkdocs](https://github.com/mkdocs/mkdocs/) - :star: 10304 :fork_and_knife: 1524 - Markdown friendly documentation generator. +* [:octocat: pelican](https://github.com/getpelican/pelican) - :star: 9720 :fork_and_knife: 1644 - Static site generator that supports Markdown and reST syntax. +* [:octocat: lektor](https://github.com/lektor/lektor) - :star: 3300 :fork_and_knife: 264 - An easy to use static CMS and blog engine. +* [:octocat: nikola](https://github.com/getnikola/nikola) - :star: 1915 :fork_and_knife: 377 - A static website and blog generator. ## Tagging *Libraries for tagging items.* -* [:octocat: django-taggit](https://github.com/jazzband/django-taggit) - :star: 2410 :fork_and_knife: 540 - Simple tagging for Django. +* [:octocat: django-taggit](https://github.com/jazzband/django-taggit) - :star: 2420 :fork_and_knife: 539 - Simple tagging for Django. ## Task Queues *Libraries for working with task queues.* * [:earth_americas: celery](http://www.celeryproject.org/) - An asynchronous task queue/job queue based on distributed message passing. -* [:octocat: huey](https://github.com/coleifer/huey) - :star: 3007 :fork_and_knife: 275 - Little multi-threaded task queue. -* [:octocat: mrq](https://github.com/pricingassistant/mrq) - :star: 810 :fork_and_knife: 108 - A distributed worker task queue in Python using Redis & gevent. -* [:octocat: rq](https://github.com/rq/rq) - :star: 7079 :fork_and_knife: 1143 - Simple job queues for Python. +* [:octocat: huey](https://github.com/coleifer/huey) - :star: 3014 :fork_and_knife: 277 - Little multi-threaded task queue. +* [:octocat: mrq](https://github.com/pricingassistant/mrq) - :star: 811 :fork_and_knife: 108 - A distributed worker task queue in Python using Redis & gevent. +* [:octocat: rq](https://github.com/rq/rq) - :star: 7096 :fork_and_knife: 1141 - Simple job queues for Python. ## Template Engine *Libraries and tools for templating and lexing.* -* [:octocat: Jinja2](https://github.com/pallets/jinja) - :star: 7110 :fork_and_knife: 1313 - A modern and designer friendly templating language. +* [:octocat: Jinja2](https://github.com/pallets/jinja) - :star: 7114 :fork_and_knife: 1315 - A modern and designer friendly templating language. * [:earth_americas: Genshi](https://genshi.edgewall.org/) - Python templating toolkit for generation of web-aware output. * [:earth_americas: Mako](http://www.makotemplates.org/) - Hyperfast and lightweight templating for the Python platform. @@ -1094,39 +1094,39 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * Testing Frameworks * [:earth_americas: pytest](https://docs.pytest.org/en/latest/) - A mature full-featured Python testing tool. - * [:octocat: hypothesis](https://github.com/HypothesisWorks/hypothesis) - :star: 4416 :fork_and_knife: 406 - Hypothesis is an advanced Quickcheck style property based testing library. - * [:octocat: nose2](https://github.com/nose-devs/nose2) - :star: 635 :fork_and_knife: 130 - The successor to `nose`, based on `unittest2. - * [:octocat: Robot Framework](https://github.com/robotframework/robotframework) - :star: 4716 :fork_and_knife: 1428 - A generic test automation framework. + * [:octocat: hypothesis](https://github.com/HypothesisWorks/hypothesis) - :star: 4424 :fork_and_knife: 405 - Hypothesis is an advanced Quickcheck style property based testing library. + * [:octocat: nose2](https://github.com/nose-devs/nose2) - :star: 636 :fork_and_knife: 129 - The successor to `nose`, based on `unittest2. + * [:octocat: Robot Framework](https://github.com/robotframework/robotframework) - :star: 4748 :fork_and_knife: 1433 - A generic test automation framework. * [:earth_americas: unittest](https://docs.python.org/3/library/unittest.html) - (Python standard library) Unit testing framework. * Test Runners - * [:octocat: green](https://github.com/CleanCut/green) - :star: 650 :fork_and_knife: 71 - A clean, colorful test runner. + * [:octocat: green](https://github.com/CleanCut/green) - :star: 651 :fork_and_knife: 71 - A clean, colorful test runner. * [:earth_americas: mamba](http://nestorsalceda.github.io/mamba/) - The definitive testing tool for Python. Born under the banner of BDD. * [:earth_americas: tox](https://tox.readthedocs.io/en/latest/) - Auto builds and tests distributions in multiple Python versions * GUI / Web Testing - * [:octocat: locust](https://github.com/locustio/locust) - :star: 13129 :fork_and_knife: 1844 - Scalable user load testing tool written in Python. - * [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - :star: 3974 :fork_and_knife: 558 - PyAutoGUI is a cross-platform GUI automation Python module for human beings. + * [:octocat: locust](https://github.com/locustio/locust) - :star: 13197 :fork_and_knife: 1847 - Scalable user load testing tool written in Python. + * [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - :star: 4004 :fork_and_knife: 562 - PyAutoGUI is a cross-platform GUI automation Python module for human beings. * [:earth_americas: Selenium](https://pypi.org/project/selenium/) - Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver. - * [:octocat: sixpack](https://github.com/seatgeek/sixpack) - :star: 1633 :fork_and_knife: 187 - A language-agnostic A/B Testing framework. - * [:octocat: splinter](https://github.com/cobrateam/splinter) - :star: 2228 :fork_and_knife: 464 - Open source tool for testing web applications. + * [:octocat: sixpack](https://github.com/seatgeek/sixpack) - :star: 1638 :fork_and_knife: 187 - A language-agnostic A/B Testing framework. + * [:octocat: splinter](https://github.com/cobrateam/splinter) - :star: 2230 :fork_and_knife: 463 - Open source tool for testing web applications. * Mock * [:earth_americas: mock](https://docs.python.org/3/library/unittest.mock.html) - (Python standard library) A mocking and patching library. * [:earth_americas: doublex](https://pypi.org/project/doublex/) - Powerful test doubles framework for Python. - * [:octocat: freezegun](https://github.com/spulec/freezegun) - :star: 2447 :fork_and_knife: 180 - Travel through time by mocking the datetime module. + * [:octocat: freezegun](https://github.com/spulec/freezegun) - :star: 2456 :fork_and_knife: 182 - Travel through time by mocking the datetime module. * [:octocat: httmock](https://github.com/patrys/httmock) - :star: 406 :fork_and_knife: 48 - A mocking library for requests for Python 2.6+ and 3.2+. - * [:octocat: httpretty](https://github.com/gabrielfalcao/HTTPretty) - :star: 1795 :fork_and_knife: 243 - HTTP request mock tool for Python. - * [:octocat: mocket](https://github.com/mindflayer/python-mocket) - :star: 184 :fork_and_knife: 27 - A socket mock framework with gevent/asyncio/SSL support. - * [:octocat: responses](https://github.com/getsentry/responses) - :star: 2808 :fork_and_knife: 233 - A utility library for mocking out the requests Python library. - * [:octocat: VCR.py](https://github.com/kevin1024/vcrpy) - :star: 1720 :fork_and_knife: 243 - Record and replay HTTP interactions on your tests. + * [:octocat: httpretty](https://github.com/gabrielfalcao/HTTPretty) - :star: 1800 :fork_and_knife: 243 - HTTP request mock tool for Python. + * [:octocat: mocket](https://github.com/mindflayer/python-mocket) - :star: 185 :fork_and_knife: 27 - A socket mock framework with gevent/asyncio/SSL support. + * [:octocat: responses](https://github.com/getsentry/responses) - :star: 2814 :fork_and_knife: 234 - A utility library for mocking out the requests Python library. + * [:octocat: VCR.py](https://github.com/kevin1024/vcrpy) - :star: 1726 :fork_and_knife: 242 - Record and replay HTTP interactions on your tests. * Object Factories - * [:octocat: factory_boy](https://github.com/FactoryBoy/factory_boy) - :star: 2192 :fork_and_knife: 285 - A test fixtures replacement for Python. + * [:octocat: factory_boy](https://github.com/FactoryBoy/factory_boy) - :star: 2199 :fork_and_knife: 287 - A test fixtures replacement for Python. * [:octocat: mixer](https://github.com/klen/mixer) - :star: 692 :fork_and_knife: 70 - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc. * [:octocat: model_mommy](https://github.com/vandersonmota/model_mommy) - :star: 939 :fork_and_knife: 159 - Creating random fixtures for testing in Django. * Code Coverage * [:earth_americas: coverage](https://pypi.org/project/coverage/) - Code coverage measurement. * Fake Data - * [:octocat: mimesis](https://github.com/lk-geimfari/mimesis) - :star: 2870 :fork_and_knife: 250 - is a Python library that help you generate fake data. - * [:octocat: fake2db](https://github.com/emirozer/fake2db) - :star: 2015 :fork_and_knife: 111 - Fake database generator. - * [:octocat: faker](https://github.com/joke2k/faker) - :star: 10023 :fork_and_knife: 1174 - A Python package that generates fake data. + * [:octocat: mimesis](https://github.com/lk-geimfari/mimesis) - :star: 2885 :fork_and_knife: 251 - is a Python library that help you generate fake data. + * [:octocat: fake2db](https://github.com/emirozer/fake2db) - :star: 2016 :fork_and_knife: 112 - Fake database generator. + * [:octocat: faker](https://github.com/joke2k/faker) - :star: 10069 :fork_and_knife: 1177 - A Python package that generates fake data. * [:earth_americas: radar](https://pypi.org/project/radar/) - Generate random datetime / time. ## Text Processing @@ -1134,58 +1134,58 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for parsing and manipulating plain texts.* * General - * [:octocat: chardet](https://github.com/chardet/chardet) - :star: 1328 :fork_and_knife: 186 - Python 2/3 compatible character encoding detector. + * [:octocat: chardet](https://github.com/chardet/chardet) - :star: 1333 :fork_and_knife: 188 - Python 2/3 compatible character encoding detector. * [:earth_americas: difflib](https://docs.python.org/3/library/difflib.html) - (Python standard library) Helpers for computing deltas. - * [:octocat: ftfy](https://github.com/LuminosoInsight/python-ftfy) - :star: 2713 :fork_and_knife: 93 - Makes Unicode text less broken and more consistent automagically. - * [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - :star: 7009 :fork_and_knife: 749 - Fuzzy String Matching. - * [:octocat: Levenshtein](https://github.com/ztane/python-Levenshtein/) - :star: 816 :fork_and_knife: 117 - Fast computation of Levenshtein distance and string similarity. - * [:octocat: pangu.py](https://github.com/vinta/pangu.py) - :star: 146 :fork_and_knife: 21 - Paranoid text spacing. - * [:octocat: pyfiglet](https://github.com/pwaller/pyfiglet) - :star: 659 :fork_and_knife: 67 - An implementation of figlet written in Python. - * [:octocat: pypinyin](https://github.com/mozillazg/python-pinyin) - :star: 2645 :fork_and_knife: 429 - Convert Chinese hanzi (漢字) to pinyin (拼音). - * [:octocat: textdistance](https://github.com/orsinium/textdistance) - :star: 1696 :fork_and_knife: 151 - Compute distance between sequences with 30+ algorithms. + * [:octocat: ftfy](https://github.com/LuminosoInsight/python-ftfy) - :star: 2714 :fork_and_knife: 94 - Makes Unicode text less broken and more consistent automagically. + * [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - :star: 7036 :fork_and_knife: 753 - Fuzzy String Matching. + * [:octocat: Levenshtein](https://github.com/ztane/python-Levenshtein/) - :star: 821 :fork_and_knife: 118 - Fast computation of Levenshtein distance and string similarity. + * [:octocat: pangu.py](https://github.com/vinta/pangu.py) - :star: 147 :fork_and_knife: 21 - Paranoid text spacing. + * [:octocat: pyfiglet](https://github.com/pwaller/pyfiglet) - :star: 659 :fork_and_knife: 69 - An implementation of figlet written in Python. + * [:octocat: pypinyin](https://github.com/mozillazg/python-pinyin) - :star: 2660 :fork_and_knife: 433 - Convert Chinese hanzi (漢字) to pinyin (拼音). + * [:octocat: textdistance](https://github.com/orsinium/textdistance) - :star: 1699 :fork_and_knife: 151 - Compute distance between sequences with 30+ algorithms. * [:earth_americas: unidecode](https://pypi.org/project/Unidecode/) - ASCII transliterations of Unicode text. * Slugify - * [:octocat: awesome-slugify](https://github.com/dimka665/awesome-slugify) - :star: 444 :fork_and_knife: 37 - A Python slugify library that can preserve unicode. - * [:octocat: python-slugify](https://github.com/un33k/python-slugify) - :star: 860 :fork_and_knife: 76 - A Python slugify library that translates unicode to ASCII. + * [:octocat: awesome-slugify](https://github.com/dimka665/awesome-slugify) - :star: 446 :fork_and_knife: 37 - A Python slugify library that can preserve unicode. + * [:octocat: python-slugify](https://github.com/un33k/python-slugify) - :star: 864 :fork_and_knife: 76 - A Python slugify library that translates unicode to ASCII. * [:octocat: unicode-slugify](https://github.com/mozilla/unicode-slugify) - :star: 293 :fork_and_knife: 53 - A slugifier that generates unicode slugs with Django as a dependency. * Unique identifiers - * [:octocat: hashids](https://github.com/davidaurelio/hashids-python) - :star: 1082 :fork_and_knife: 82 - Implementation of [hashids](http://hashids.org) in Python. - * [:octocat: shortuuid](https://github.com/skorokithakis/shortuuid) - :star: 1290 :fork_and_knife: 83 - A generator library for concise, unambiguous and URL-safe UUIDs. + * [:octocat: hashids](https://github.com/davidaurelio/hashids-python) - :star: 1087 :fork_and_knife: 82 - Implementation of [hashids](http://hashids.org) in Python. + * [:octocat: shortuuid](https://github.com/skorokithakis/shortuuid) - :star: 1293 :fork_and_knife: 83 - A generator library for concise, unambiguous and URL-safe UUIDs. * Parser - * [:octocat: ply](https://github.com/dabeaz/ply) - :star: 1668 :fork_and_knife: 288 - Implementation of lex and yacc parsing tools for Python. + * [:octocat: ply](https://github.com/dabeaz/ply) - :star: 1679 :fork_and_knife: 291 - Implementation of lex and yacc parsing tools for Python. * [:earth_americas: pygments](http://pygments.org/) - A generic syntax highlighter. - * [:octocat: pyparsing](https://github.com/pyparsing/pyparsing) - :star: 756 :fork_and_knife: 127 - A general purpose framework for generating parsers. - * [:octocat: python-nameparser](https://github.com/derek73/python-nameparser) - :star: 412 :fork_and_knife: 71 - Parsing human names into their individual components. - * [:octocat: python-phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - :star: 2482 :fork_and_knife: 304 - Parsing, formatting, storing and validating international phone numbers. - * [:octocat: python-user-agents](https://github.com/selwin/python-user-agents) - :star: 1037 :fork_and_knife: 173 - Browser user agent parser. - * [:octocat: sqlparse](https://github.com/andialbrecht/sqlparse) - :star: 2090 :fork_and_knife: 436 - A non-validating SQL parser. + * [:octocat: pyparsing](https://github.com/pyparsing/pyparsing) - :star: 762 :fork_and_knife: 128 - A general purpose framework for generating parsers. + * [:octocat: python-nameparser](https://github.com/derek73/python-nameparser) - :star: 413 :fork_and_knife: 71 - Parsing human names into their individual components. + * [:octocat: python-phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - :star: 2487 :fork_and_knife: 305 - Parsing, formatting, storing and validating international phone numbers. + * [:octocat: python-user-agents](https://github.com/selwin/python-user-agents) - :star: 1040 :fork_and_knife: 175 - Browser user agent parser. + * [:octocat: sqlparse](https://github.com/andialbrecht/sqlparse) - :star: 2097 :fork_and_knife: 439 - A non-validating SQL parser. ## Third-party APIs *Libraries for accessing third party services APIs. Also see [List of Python API Wrappers and Libraries](https://github.com/realpython/list-of-python-api-wrappers).* * [:earth_americas: apache-libcloud](https://libcloud.apache.org/) - One Python library for all clouds. -* [:octocat: boto3](https://github.com/boto/boto3) - :star: 5528 :fork_and_knife: 1181 - Python interface to Amazon Web Services. -* [:octocat: django-wordpress](https://github.com/istrategylabs/django-wordpress) - :star: 310 :fork_and_knife: 80 - WordPress models and views for Django. -* [:octocat: facebook-sdk](https://github.com/mobolic/facebook-sdk) - :star: 2516 :fork_and_knife: 919 - Facebook Platform Python SDK. -* [:octocat: google-api-python-client](https://github.com/google/google-api-python-client) - :star: 3779 :fork_and_knife: 1623 - Google APIs Client Library for Python. -* [:octocat: gspread](https://github.com/burnash/gspread) - :star: 4760 :fork_and_knife: 729 - Google Spreadsheets Python API. -* [:octocat: twython](https://github.com/ryanmcgrath/twython) - :star: 1713 :fork_and_knife: 395 - A Python wrapper for the Twitter API. +* [:octocat: boto3](https://github.com/boto/boto3) - :star: 5551 :fork_and_knife: 1190 - Python interface to Amazon Web Services. +* [:octocat: django-wordpress](https://github.com/istrategylabs/django-wordpress) - :star: 312 :fork_and_knife: 81 - WordPress models and views for Django. +* [:octocat: facebook-sdk](https://github.com/mobolic/facebook-sdk) - :star: 2520 :fork_and_knife: 922 - Facebook Platform Python SDK. +* [:octocat: google-api-python-client](https://github.com/google/google-api-python-client) - :star: 3802 :fork_and_knife: 1632 - Google APIs Client Library for Python. +* [:octocat: gspread](https://github.com/burnash/gspread) - :star: 4774 :fork_and_knife: 730 - Google Spreadsheets Python API. +* [:octocat: twython](https://github.com/ryanmcgrath/twython) - :star: 1719 :fork_and_knife: 396 - A Python wrapper for the Twitter API. ## URL Manipulation *Libraries for parsing URLs.* -* [:octocat: furl](https://github.com/gruns/furl) - :star: 1836 :fork_and_knife: 110 - A small Python library that makes parsing and manipulating URLs easy. -* [:octocat: purl](https://github.com/codeinthehole/purl) - :star: 246 :fork_and_knife: 31 - A simple, immutable URL class with a clean API for interrogation and manipulation. +* [:octocat: furl](https://github.com/gruns/furl) - :star: 1838 :fork_and_knife: 111 - A small Python library that makes parsing and manipulating URLs easy. +* [:octocat: purl](https://github.com/codeinthehole/purl) - :star: 246 :fork_and_knife: 32 - A simple, immutable URL class with a clean API for interrogation and manipulation. * [:octocat: pyshorteners](https://github.com/ellisonleao/pyshorteners) - :star: 260 :fork_and_knife: 48 - A pure Python URL shortening lib. -* [:octocat: webargs](https://github.com/marshmallow-code/webargs) - :star: 1031 :fork_and_knife: 135 - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks. +* [:octocat: webargs](https://github.com/marshmallow-code/webargs) - :star: 1038 :fork_and_knife: 137 - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks. ## Video *Libraries for manipulating video and GIFs.* -* [:octocat: vidgear](https://github.com/abhiTronix/vidgear) - :star: 1245 :fork_and_knife: 92 - Most Powerful multi-threaded Video Processing framework. +* [:octocat: vidgear](https://github.com/abhiTronix/vidgear) - :star: 1277 :fork_and_knife: 94 - Most Powerful multi-threaded Video Processing framework. * [:earth_americas: moviepy](https://zulko.github.io/moviepy/) - A module for script-based movie editing with many formats, including animated GIFs. * [:octocat: scikit-video](https://github.com/aizvorski/scikit-video) - :star: 99 :fork_and_knife: 22 - Video processing routines for SciPy. @@ -1193,40 +1193,40 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Tools for managing, compressing and minifying website assets.* -* [:octocat: django-compressor](https://github.com/django-compressor/django-compressor) - :star: 2341 :fork_and_knife: 556 - Compresses linked and inline JavaScript or CSS into a single cached file. -* [:octocat: django-pipeline](https://github.com/jazzband/django-pipeline) - :star: 1370 :fork_and_knife: 341 - An asset packaging library for Django. -* [:octocat: django-storages](https://github.com/jschneier/django-storages) - :star: 1611 :fork_and_knife: 629 - A collection of custom storage back ends for Django. +* [:octocat: django-compressor](https://github.com/django-compressor/django-compressor) - :star: 2342 :fork_and_knife: 556 - Compresses linked and inline JavaScript or CSS into a single cached file. +* [:octocat: django-pipeline](https://github.com/jazzband/django-pipeline) - :star: 1370 :fork_and_knife: 342 - An asset packaging library for Django. +* [:octocat: django-storages](https://github.com/jschneier/django-storages) - :star: 1617 :fork_and_knife: 631 - A collection of custom storage back ends for Django. * [:earth_americas: fanstatic](http://www.fanstatic.org/en/latest/) - Packages, optimizes, and serves static file dependencies as Python packages. * [:earth_americas: fileconveyor](http://wimleers.com/fileconveyor) - A daemon to detect and sync files to CDNs, S3 and FTP. -* [:octocat: flask-assets](https://github.com/miracle2k/flask-assets) - :star: 401 :fork_and_knife: 87 - Helps you integrate webassets into your Flask app. -* [:octocat: webassets](https://github.com/miracle2k/webassets) - :star: 884 :fork_and_knife: 253 - Bundles, optimizes, and manages unique cache-busting URLs for static resources. +* [:octocat: flask-assets](https://github.com/miracle2k/flask-assets) - :star: 400 :fork_and_knife: 88 - Helps you integrate webassets into your Flask app. +* [:octocat: webassets](https://github.com/miracle2k/webassets) - :star: 882 :fork_and_knife: 252 - Bundles, optimizes, and manages unique cache-busting URLs for static resources. ## Web Content Extracting *Libraries for extracting web contents.* -* [:octocat: html2text](https://github.com/Alir3z4/html2text) - :star: 934 :fork_and_knife: 170 - Convert HTML to Markdown-formatted text. -* [:octocat: lassie](https://github.com/michaelhelmick/lassie) - :star: 501 :fork_and_knife: 39 - Web Content Retrieval for Humans. -* [:octocat: micawber](https://github.com/coleifer/micawber) - :star: 493 :fork_and_knife: 73 - A small library for extracting rich content from URLs. -* [:octocat: newspaper](https://github.com/codelucas/newspaper) - :star: 9735 :fork_and_knife: 1615 - News extraction, article extraction and content curation in Python. -* [:octocat: python-readability](https://github.com/buriy/python-readability) - :star: 1825 :fork_and_knife: 309 - Fast Python port of arc90's readability tool. -* [:octocat: requests-html](https://github.com/psf/requests-html) - :star: 10974 :fork_and_knife: 706 - Pythonic HTML Parsing for Humans. -* [:octocat: sumy](https://github.com/miso-belica/sumy) - :star: 2290 :fork_and_knife: 415 - A module for automatic summarization of text documents and HTML pages. -* [:octocat: textract](https://github.com/deanmalmgren/textract) - :star: 2823 :fork_and_knife: 397 - Extract text from any document, Word, PowerPoint, PDFs, etc. +* [:octocat: html2text](https://github.com/Alir3z4/html2text) - :star: 944 :fork_and_knife: 171 - Convert HTML to Markdown-formatted text. +* [:octocat: lassie](https://github.com/michaelhelmick/lassie) - :star: 503 :fork_and_knife: 39 - Web Content Retrieval for Humans. +* [:octocat: micawber](https://github.com/coleifer/micawber) - :star: 496 :fork_and_knife: 73 - A small library for extracting rich content from URLs. +* [:octocat: newspaper](https://github.com/codelucas/newspaper) - :star: 9775 :fork_and_knife: 1617 - News extraction, article extraction and content curation in Python. +* [:octocat: python-readability](https://github.com/buriy/python-readability) - :star: 1826 :fork_and_knife: 311 - Fast Python port of arc90's readability tool. +* [:octocat: requests-html](https://github.com/psf/requests-html) - :star: 10993 :fork_and_knife: 710 - Pythonic HTML Parsing for Humans. +* [:octocat: sumy](https://github.com/miso-belica/sumy) - :star: 2301 :fork_and_knife: 416 - A module for automatic summarization of text documents and HTML pages. +* [:octocat: textract](https://github.com/deanmalmgren/textract) - :star: 2829 :fork_and_knife: 400 - Extract text from any document, Word, PowerPoint, PDFs, etc. * [:octocat: toapi](https://github.com/gaojiuli/toapi) - :star: 3024 :fork_and_knife: 212 - Every web site provides APIs. ## Web Crawling *Libraries to automate web scraping.* -* [:octocat: cola](https://github.com/chineking/cola) - :star: 1368 :fork_and_knife: 542 - A distributed crawling framework. +* [:octocat: cola](https://github.com/chineking/cola) - :star: 1369 :fork_and_knife: 542 - A distributed crawling framework. * [:earth_americas: feedparser](https://pythonhosted.org/feedparser/) - Universal feed parser. -* [:octocat: grab](https://github.com/lorien/grab) - :star: 1943 :fork_and_knife: 243 - Site scraping framework. -* [:octocat: MechanicalSoup](https://github.com/MechanicalSoup/MechanicalSoup) - :star: 3507 :fork_and_knife: 310 - A Python library for automating interaction with websites. -* [:octocat: pyspider](https://github.com/binux/pyspider) - :star: 14387 :fork_and_knife: 3505 - A powerful spider system. -* [:octocat: robobrowser](https://github.com/jmcarp/robobrowser) - :star: 3455 :fork_and_knife: 316 - A simple, Pythonic library for browsing the web without a standalone web browser. +* [:octocat: grab](https://github.com/lorien/grab) - :star: 1943 :fork_and_knife: 244 - Site scraping framework. +* [:octocat: MechanicalSoup](https://github.com/MechanicalSoup/MechanicalSoup) - :star: 3506 :fork_and_knife: 310 - A Python library for automating interaction with websites. +* [:octocat: pyspider](https://github.com/binux/pyspider) - :star: 14407 :fork_and_knife: 3501 - A powerful spider system. +* [:octocat: robobrowser](https://github.com/jmcarp/robobrowser) - :star: 3459 :fork_and_knife: 317 - A simple, Pythonic library for browsing the web without a standalone web browser. * [:earth_americas: scrapy](https://scrapy.org/) - A fast high-level screen scraping and web crawling framework. -* [:octocat: portia](https://github.com/scrapinghub/portia) - :star: 7770 :fork_and_knife: 1259 - Visual scraping for Scrapy. +* [:octocat: portia](https://github.com/scrapinghub/portia) - :star: 7784 :fork_and_knife: 1260 - Visual scraping for Scrapy. ## Web Frameworks @@ -1234,13 +1234,13 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * Synchronous * [:earth_americas: Django](https://www.djangoproject.com/) - The most popular web framework in Python. - * [:octocat: awesome-django](https://github.com/wsvincent/awesome-django) - :star: 2238 :fork_and_knife: 440 - * [:octocat: awesome-django](https://github.com/shahraizali/awesome-django) - :star: 382 :fork_and_knife: 70 + * [:octocat: awesome-django](https://github.com/wsvincent/awesome-django) - :star: 2277 :fork_and_knife: 444 + * [:octocat: awesome-django](https://github.com/shahraizali/awesome-django) - :star: 383 :fork_and_knife: 72 * [:earth_americas: Flask](http://flask.pocoo.org/) - A microframework for Python. - * [:octocat: awesome-flask](https://github.com/humiaozuzu/awesome-flask) - :star: 8863 :fork_and_knife: 1337 + * [:octocat: awesome-flask](https://github.com/humiaozuzu/awesome-flask) - :star: 8898 :fork_and_knife: 1338 * [:earth_americas: Pyramid](https://pylonsproject.org/) - A small, fast, down-to-earth, open source Python web framework. * [:octocat: awesome-pyramid](https://github.com/uralbash/awesome-pyramid) - :star: 486 :fork_and_knife: 54 - * [:octocat: Masonite](https://github.com/MasoniteFramework/masonite) - :star: 1406 :fork_and_knife: 88 - The modern and developer centric Python web framework. + * [:octocat: Masonite](https://github.com/MasoniteFramework/masonite) - :star: 1408 :fork_and_knife: 88 - The modern and developer centric Python web framework. * Asynchronous * [:earth_americas: Tornado](http://www.tornadoweb.org/en/latest/) - A web framework and asynchronous networking library. @@ -1248,19 +1248,19 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with WebSocket.* -* [:octocat: autobahn-python](https://github.com/crossbario/autobahn-python) - :star: 2179 :fork_and_knife: 617 - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). -* [:octocat: channels](https://github.com/django/channels) - :star: 4420 :fork_and_knife: 599 - Developer-friendly asynchrony for Django. -* [:octocat: websockets](https://github.com/aaugustin/websockets) - :star: 2752 :fork_and_knife: 317 - A library for building WebSocket servers and clients with a focus on correctness and simplicity. +* [:octocat: autobahn-python](https://github.com/crossbario/autobahn-python) - :star: 2183 :fork_and_knife: 617 - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). +* [:octocat: channels](https://github.com/django/channels) - :star: 4436 :fork_and_knife: 603 - Developer-friendly asynchrony for Django. +* [:octocat: websockets](https://github.com/aaugustin/websockets) - :star: 2766 :fork_and_knife: 323 - A library for building WebSocket servers and clients with a focus on correctness and simplicity. ## WSGI Servers *WSGI-compatible web servers.* -* [:octocat: bjoern](https://github.com/jonashaag/bjoern) - :star: 2353 :fork_and_knife: 170 - Asynchronous, very fast and written in C. -* [:octocat: gunicorn](https://github.com/benoitc/gunicorn) - :star: 6924 :fork_and_knife: 1287 - Pre-forked, partly written in C. +* [:octocat: bjoern](https://github.com/jonashaag/bjoern) - :star: 2356 :fork_and_knife: 172 - Asynchronous, very fast and written in C. +* [:octocat: gunicorn](https://github.com/benoitc/gunicorn) - :star: 6941 :fork_and_knife: 1296 - Pre-forked, partly written in C. * [:earth_americas: uWSGI](https://uwsgi-docs.readthedocs.io/en/latest/) - A project aims at developing a full stack for building hosting services, written in C. -* [:octocat: waitress](https://github.com/Pylons/waitress) - :star: 775 :fork_and_knife: 110 - Multi-threaded, powers Pyramid. -* [:octocat: werkzeug](https://github.com/pallets/werkzeug) - :star: 5350 :fork_and_knife: 1456 - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects. +* [:octocat: waitress](https://github.com/Pylons/waitress) - :star: 777 :fork_and_knife: 110 - Multi-threaded, powers Pyramid. +* [:octocat: werkzeug](https://github.com/pallets/werkzeug) - :star: 5354 :fork_and_knife: 1459 - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects. # Resources From ca57dd2e65e72b16a09297791c32741024e0cef0 Mon Sep 17 00:00:00 2001 From: trananhkma Date: Tue, 30 Jun 2020 23:39:21 +0700 Subject: [PATCH 5/8] "update 2020-06-30T23:39:21.687694" --- README.md | 430 +++++++++++++++++++++++++++--------------------------- 1 file changed, 215 insertions(+), 215 deletions(-) diff --git a/README.md b/README.md index 3afffa6..4922a78 100644 --- a/README.md +++ b/README.md @@ -112,29 +112,29 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: django-xadmin](https://github.com/sshwsfc/xadmin) - :star: 4404 :fork_and_knife: 1353 - Drop-in replacement of Django admin comes with lots of goodies. * [:octocat: jet-bridge](https://github.com/jet-admin/jet-bridge) - :star: 730 :fork_and_knife: 65 - Admin panel framework for any application with nice UI (ex Jet Django) * [:octocat: flask-admin](https://github.com/flask-admin/flask-admin) - :star: 4293 :fork_and_knife: 1225 - Simple and extensible administrative interface framework for Flask. -* [:octocat: flower](https://github.com/mher/flower) - :star: 4300 :fork_and_knife: 747 - Real-time monitor and web admin for Celery. -* [:octocat: wooey](https://github.com/wooey/wooey) - :star: 1450 :fork_and_knife: 162 - A Django app which creates automatic web UIs for Python scripts. +* [:octocat: flower](https://github.com/mher/flower) - :star: 4299 :fork_and_knife: 747 - Real-time monitor and web admin for Celery. +* [:octocat: wooey](https://github.com/wooey/wooey) - :star: 1451 :fork_and_knife: 162 - A Django app which creates automatic web UIs for Python scripts. ## Algorithms and Design Patterns *Python implementation of data structures, algorithms and design patterns.* * Algorithms - * [:octocat: TheAlgorithms](https://github.com/TheAlgorithms/Python) - :star: 77655 :fork_and_knife: 23363 - All Algorithms implemented in Python. - * [:octocat: algorithms](https://github.com/keon/algorithms) - :star: 17470 :fork_and_knife: 3531 - Minimal examples of data structures and algorithms. + * [:octocat: TheAlgorithms](https://github.com/TheAlgorithms/Python) - :star: 77677 :fork_and_knife: 23370 - All Algorithms implemented in Python. + * [:octocat: algorithms](https://github.com/keon/algorithms) - :star: 17473 :fork_and_knife: 3531 - Minimal examples of data structures and algorithms. * [:octocat: python-ds](https://github.com/prabhupant/python-ds) - :star: 977 :fork_and_knife: 324 - A collection of data structure and algorithms for coding interviews. * [:octocat: sortedcontainers](https://github.com/grantjenks/python-sortedcontainers) - :star: 1760 :fork_and_knife: 111 - Fast and pure-Python implementation of sorted collections. * Design Patterns * [:octocat: PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - :star: 1000 :fork_and_knife: 95 - A simple yet effective library for implementing common design patterns. - * [:octocat: python-patterns](https://github.com/faif/python-patterns) - :star: 25067 :fork_and_knife: 5298 - A collection of design patterns in Python. + * [:octocat: python-patterns](https://github.com/faif/python-patterns) - :star: 25069 :fork_and_knife: 5300 - A collection of design patterns in Python. * [:octocat: transitions](https://github.com/pytransitions/transitions) - :star: 3038 :fork_and_knife: 380 - A lightweight, object-oriented finite state machine implementation. ## ASGI Servers *[ASGI](https://asgi.readthedocs.io/en/latest/)-compatible web servers.* -* [:octocat: uvicorn](https://github.com/encode/uvicorn) - :star: 2731 :fork_and_knife: 199 - A lightning-fast ASGI server implementation, using uvloop and httptools. -* [:octocat: daphne](https://github.com/django/daphne) - :star: 1289 :fork_and_knife: 166 - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP. +* [:octocat: uvicorn](https://github.com/encode/uvicorn) - :star: 2733 :fork_and_knife: 199 - A lightning-fast ASGI server implementation, using uvloop and httptools. +* [:octocat: daphne](https://github.com/django/daphne) - :star: 1291 :fork_and_knife: 166 - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP. ## Asynchronous Programming @@ -152,11 +152,11 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: dejavu](https://github.com/worldveil/dejavu) - :star: 5017 :fork_and_knife: 1170 - Audio fingerprinting and recognition. * [:octocat: matchering](https://github.com/sergree/matchering) - :star: 216 :fork_and_knife: 38 - A library for automated reference audio mastering. * [:earth_americas: mingus](http://bspaans.github.io/python-mingus/) - An advanced music theory and notation package with MIDI file and playback support. - * [:octocat: pyAudioAnalysis](https://github.com/tyiannak/pyAudioAnalysis) - :star: 3241 :fork_and_knife: 879 - Audio feature extraction, classification, segmentation and applications. - * [:octocat: pydub](https://github.com/jiaaro/pydub) - :star: 4535 :fork_and_knife: 632 - Manipulate audio with a simple and easy high level interface. + * [:octocat: pyAudioAnalysis](https://github.com/tyiannak/pyAudioAnalysis) - :star: 3242 :fork_and_knife: 879 - Audio feature extraction, classification, segmentation and applications. + * [:octocat: pydub](https://github.com/jiaaro/pydub) - :star: 4537 :fork_and_knife: 632 - Manipulate audio with a simple and easy high level interface. * [:octocat: TimeSide](https://github.com/Parisson/TimeSide) - :star: 288 :fork_and_knife: 48 - Open web audio processing framework. * Metadata - * [:octocat: beets](https://github.com/beetbox/beets) - :star: 9437 :fork_and_knife: 1594 - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger. + * [:octocat: beets](https://github.com/beetbox/beets) - :star: 9437 :fork_and_knife: 1595 - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger. * [:octocat: eyeD3](https://github.com/nicfit/eyeD3) - :star: 233 :fork_and_knife: 38 - A tool for working with audio files, specifically MP3 files containing ID3 metadata. * [:octocat: mutagen](https://github.com/quodlibet/mutagen) - :star: 620 :fork_and_knife: 90 - A Python module to handle audio metadata. * [:octocat: tinytag](https://github.com/devsnd/tinytag) - :star: 397 :fork_and_knife: 77 - A library for reading music meta data of MP3, OGG, FLAC and Wave files. @@ -167,14 +167,14 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * OAuth * [:octocat: authlib](https://github.com/lepture/authlib) - :star: 1892 :fork_and_knife: 191 - JavaScript Object Signing and Encryption draft implementation. - * [:octocat: django-allauth](https://github.com/pennersr/django-allauth) - :star: 5593 :fork_and_knife: 1981 - Authentication app for Django that "just works." - * [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - :star: 1957 :fork_and_knife: 558 - OAuth 2 goodies for Django. + * [:octocat: django-allauth](https://github.com/pennersr/django-allauth) - :star: 5593 :fork_and_knife: 1982 - Authentication app for Django that "just works." + * [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - :star: 1958 :fork_and_knife: 556 - OAuth 2 goodies for Django. * [:octocat: oauthlib](https://github.com/idan/oauthlib) - :star: 2048 :fork_and_knife: 413 - A generic and thorough implementation of the OAuth request-signing logic. * [:octocat: python-oauth2](https://github.com/joestump/python-oauth2) - :star: 2918 :fork_and_knife: 1042 - A fully tested, abstract interface to creating OAuth clients and servers. * [:octocat: python-social-auth](https://github.com/omab/python-social-auth) - :star: 2788 :fork_and_knife: 1141 - An easy-to-setup social authentication mechanism. * JWT - * [:octocat: pyjwt](https://github.com/jpadilla/pyjwt) - :star: 3319 :fork_and_knife: 428 - JSON Web Token implementation in Python. - * [:octocat: python-jose](https://github.com/mpdavis/python-jose/) - :star: 633 :fork_and_knife: 126 - A JOSE implementation in Python. + * [:octocat: pyjwt](https://github.com/jpadilla/pyjwt) - :star: 3320 :fork_and_knife: 428 - JSON Web Token implementation in Python. + * [:octocat: python-jose](https://github.com/mpdavis/python-jose/) - :star: 635 :fork_and_knife: 126 - A JOSE implementation in Python. * [:octocat: python-jwt](https://github.com/davedoesdev/python-jwt) - :star: 171 :fork_and_knife: 23 - A module for generating and verifying JSON Web Tokens. ## Build Tools @@ -183,7 +183,7 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: BitBake](http://www.yoctoproject.org/docs/1.6/bitbake-user-manual/bitbake-user-manual.html) - A make-like build tool for embedded Linux. * [:earth_americas: buildout](http://www.buildout.org/en/latest/) - A build system for creating, assembling and deploying applications from multiple parts. -* [:octocat: PlatformIO](https://github.com/platformio/platformio-core) - :star: 4168 :fork_and_knife: 532 - A console tool to build code with different development platforms. +* [:octocat: PlatformIO](https://github.com/platformio/platformio-core) - :star: 4171 :fork_and_knife: 533 - A console tool to build code with different development platforms. * [:octocat: pybuilder](https://github.com/pybuilder/pybuilder) - :star: 1219 :fork_and_knife: 220 - A continuous build tool written in pure Python. * [:earth_americas: SCons](http://www.scons.org/) - A software construction tool. @@ -192,7 +192,7 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for enhancing Python built-in classes.* * [:earth_americas: dataclasses](https://docs.python.org/3/library/dataclasses.html) - (Python standard library) Data classes. -* [:octocat: attrs](https://github.com/python-attrs/attrs) - :star: 3117 :fork_and_knife: 219 - Replacement for `__init__`, `__eq__`, `__repr__`, etc. boilerplate in class definitions. +* [:octocat: attrs](https://github.com/python-attrs/attrs) - :star: 3119 :fork_and_knife: 219 - Replacement for `__init__`, `__eq__`, `__repr__`, etc. boilerplate in class definitions. * [:octocat: bidict](https://github.com/jab/bidict) - :star: 607 :fork_and_knife: 34 - Efficient, Pythonic bidirectional map data structures and related functionality.. * [:octocat: Box](https://github.com/cdgriffith/Box) - :star: 1473 :fork_and_knife: 60 - Python dictionaries with advanced dot notation access. * [:octocat: DottedDict](https://github.com/carlosescri/DottedDict) - :star: 98 :fork_and_knife: 12 - A library that provides a method of accessing lists and dicts with a dotted path notation. @@ -204,7 +204,7 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: wagtail](https://wagtail.io/) - A Django content management system. * [:earth_americas: django-cms](https://www.django-cms.org/en/) - An Open source enterprise CMS based on the Django. * [:octocat: feincms](https://github.com/feincms/feincms) - :star: 775 :fork_and_knife: 223 - One of the most advanced Content Management Systems built on Django. -* [:octocat: indico](https://github.com/indico/indico) - :star: 1049 :fork_and_knife: 240 - A feature-rich event management system, made @ [CERN](https://en.wikipedia.org/wiki/CERN). +* [:octocat: indico](https://github.com/indico/indico) - :star: 1050 :fork_and_knife: 240 - A feature-rich event management system, made @ [CERN](https://en.wikipedia.org/wiki/CERN). * [:octocat: Kotti](https://github.com/Kotti/Kotti) - :star: 351 :fork_and_knife: 114 - A high-level, Pythonic web application framework built on Pyramid. * [:octocat: mezzanine](https://github.com/stephenmcd/mezzanine) - :star: 4091 :fork_and_knife: 1480 - A powerful, consistent, and flexible content management platform. * [:earth_americas: plone](https://plone.org/) - A CMS built on top of the open source application server Zope. @@ -226,18 +226,18 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for chatbot development.* -* [:octocat: errbot](https://github.com/errbotio/errbot/) - :star: 2263 :fork_and_knife: 500 - The easiest and most popular chatbot to implement ChatOps. +* [:octocat: errbot](https://github.com/errbotio/errbot/) - :star: 2264 :fork_and_knife: 500 - The easiest and most popular chatbot to implement ChatOps. ## Code Analysis *Tools of static analysis, linters and code quality checkers. Also see [awesome-static-analysis](https://github.com/mre/awesome-static-analysis).* * Code Analysis - * [:octocat: coala](https://github.com/coala/coala/) - :star: 3020 :fork_and_knife: 1351 - Language independent and easily extendable code analysis application. + * [:octocat: coala](https://github.com/coala/coala/) - :star: 3021 :fork_and_knife: 1351 - Language independent and easily extendable code analysis application. * [:octocat: code2flow](https://github.com/scottrogowski/code2flow) - :star: 741 :fork_and_knife: 125 - Turn your Python and JavaScript code into DOT flowcharts. - * [:octocat: prospector](https://github.com/PyCQA/prospector) - :star: 1267 :fork_and_knife: 110 - A tool to analyse Python code. - * [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - :star: 1440 :fork_and_knife: 246 - A library that visualises the flow (call graph) of your Python application. - * [:octocat: vulture](https://github.com/jendrikseipp/vulture) - :star: 951 :fork_and_knife: 53 - A tool for finding and analysing dead Python code. + * [:octocat: prospector](https://github.com/PyCQA/prospector) - :star: 1267 :fork_and_knife: 111 - A tool to analyse Python code. + * [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - :star: 1439 :fork_and_knife: 246 - A library that visualises the flow (call graph) of your Python application. + * [:octocat: vulture](https://github.com/jendrikseipp/vulture) - :star: 952 :fork_and_knife: 52 - A tool for finding and analysing dead Python code. * Code Linters * [:earth_americas: flake8](https://pypi.org/project/flake8/) - A wrapper around `pycodestyle`, `pyflakes` and McCabe. * [:octocat: awesome-flake8-extensions](https://github.com/DmytroLitvinov/awesome-flake8-extensions) - :star: 344 :fork_and_knife: 16 @@ -245,14 +245,14 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: pylama](https://github.com/klen/pylama) - :star: 706 :fork_and_knife: 72 - A code audit tool for Python and JavaScript. * [:octocat: wemake-python-styleguide](https://github.com/wemake-services/wemake-python-styleguide) - :star: 1045 :fork_and_knife: 207 - The strictest and most opinionated python linter ever. * Code Formatters - * [:octocat: black](https://github.com/python/black) - :star: 16550 :fork_and_knife: 1001 - The uncompromising Python code formatter. - * [:octocat: yapf](https://github.com/google/yapf) - :star: 10776 :fork_and_knife: 726 - Yet another Python code formatter from Google. + * [:octocat: black](https://github.com/python/black) - :star: 16556 :fork_and_knife: 1001 - The uncompromising Python code formatter. + * [:octocat: yapf](https://github.com/google/yapf) - :star: 10777 :fork_and_knife: 726 - Yet another Python code formatter from Google. * Static Type Checkers, also see [awesome-python-typing](https://github.com/typeddjango/awesome-python-typing) * [:earth_americas: mypy](http://mypy-lang.org/) - Check variable types during compile time. * [:octocat: typeshed](https://github.com/python/typeshed) - :star: 1727 :fork_and_knife: 865 - Collection of library stubs for Python, with static types. * [:octocat: pyre-check](https://github.com/facebook/pyre-check) - :star: 3428 :fork_and_knife: 195 - Performant type checking. * Static Type Annotations Generators - * [:octocat: MonkeyType](https://github.com/Instagram/MonkeyType) - :star: 3004 :fork_and_knife: 113 - A system for Python that generates static type annotations by collecting runtime types + * [:octocat: MonkeyType](https://github.com/Instagram/MonkeyType) - :star: 3005 :fork_and_knife: 113 - A system for Python that generates static type annotations by collecting runtime types ## Command-line Interface Development @@ -263,14 +263,14 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: click](http://click.pocoo.org/dev/) - A package for creating beautiful command line interfaces in a composable way. * [:earth_americas: cliff](https://docs.openstack.org/developer/cliff/) - A framework for creating command-line programs with multi-level commands. * [:earth_americas: docopt](http://docopt.org/) - Pythonic command line arguments parser. - * [:octocat: python-fire](https://github.com/google/python-fire) - :star: 17253 :fork_and_knife: 1057 - A library for creating command line interfaces from absolutely any Python object. - * [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - :star: 6355 :fork_and_knife: 482 - A library for building powerful interactive command lines. + * [:octocat: python-fire](https://github.com/google/python-fire) - :star: 17257 :fork_and_knife: 1057 - A library for creating command line interfaces from absolutely any Python object. + * [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - :star: 6358 :fork_and_knife: 482 - A library for building powerful interactive command lines. * Terminal Rendering * [:octocat: asciimatics](https://github.com/peterbrittain/asciimatics) - :star: 1886 :fork_and_knife: 156 - A package to create full-screen text UIs (from interactive forms to ASCII animations). * [:octocat: bashplotlib](https://github.com/glamp/bashplotlib) - :star: 1417 :fork_and_knife: 115 - Making basic plots in the terminal. * [:earth_americas: colorama](https://pypi.org/project/colorama/) - Cross-platform colored terminal text. - * [:octocat: rich](https://github.com/willmcgugan/rich) - :star: 7712 :fork_and_knife: 182 - Python library for rich text and beautiful formatting in the terminal. Also provides a great `RichHandler` log handler. - * [:octocat: tqdm](https://github.com/tqdm/tqdm) - :star: 14975 :fork_and_knife: 775 - Fast, extensible progress bar for loops and CLI. + * [:octocat: rich](https://github.com/willmcgugan/rich) - :star: 7722 :fork_and_knife: 182 - Python library for rich text and beautiful formatting in the terminal. Also provides a great `RichHandler` log handler. + * [:octocat: tqdm](https://github.com/tqdm/tqdm) - :star: 14978 :fork_and_knife: 775 - Fast, extensible progress bar for loops and CLI. * [:octocat: alive-progress](https://github.com/rsalmei/alive-progress) - :star: 647 :fork_and_knife: 20 - A new kind of Progress Bar, with real-time throughput, eta and very cool animations. ## Command-line Tools @@ -278,22 +278,22 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Useful CLI-based tools for productivity.* * Productivity Tools - * [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - :star: 12293 :fork_and_knife: 1306 - A command-line utility that creates projects from cookiecutters (project templates). + * [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - :star: 12297 :fork_and_knife: 1306 - A command-line utility that creates projects from cookiecutters (project templates). * [:octocat: doitlive](https://github.com/sloria/doitlive) - :star: 2773 :fork_and_knife: 87 - A tool for live presentations in the terminal. - * [:octocat: howdoi](https://github.com/gleitz/howdoi) - :star: 8165 :fork_and_knife: 747 - Instant coding answers via the command line. + * [:octocat: howdoi](https://github.com/gleitz/howdoi) - :star: 8171 :fork_and_knife: 747 - Instant coding answers via the command line. * [:octocat: Invoke](https://github.com/pyinvoke/invoke#readme) - :star: 2895 :fork_and_knife: 260 - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks. * [:octocat: PathPicker](https://github.com/facebook/PathPicker) - :star: 4413 :fork_and_knife: 269 - Select files out of bash output. * [:octocat: percol](https://github.com/mooz/percol) - :star: 2926 :fork_and_knife: 147 - Adds flavor of interactive selection to the traditional pipe concept on UNIX. - * [:octocat: thefuck](https://github.com/nvbn/thefuck) - :star: 54066 :fork_and_knife: 2717 - Correcting your previous console command. + * [:octocat: thefuck](https://github.com/nvbn/thefuck) - :star: 54074 :fork_and_knife: 2717 - Correcting your previous console command. * [:octocat: tmuxp](https://github.com/tony/tmuxp) - :star: 2781 :fork_and_knife: 181 - A [tmux](https://github.com/tmux/tmux) session manager. * [:octocat: try](https://github.com/timofurrer/try) - :star: 548 :fork_and_knife: 29 - A dead simple CLI to try out python packages - it's never been easier. * CLI Enhancements - * [:octocat: httpie](https://github.com/jakubroztocil/httpie) - :star: 47131 :fork_and_knife: 3049 - A command line HTTP client, a user-friendly cURL replacement. + * [:octocat: httpie](https://github.com/jakubroztocil/httpie) - :star: 47134 :fork_and_knife: 3050 - A command line HTTP client, a user-friendly cURL replacement. * [:octocat: kube-shell](https://github.com/cloudnativelabs/kube-shell) - :star: 1622 :fork_and_knife: 130 - An integrated shell for working with the Kubernetes CLI. - * [:octocat: mycli](https://github.com/dbcli/mycli) - :star: 8748 :fork_and_knife: 531 - MySQL CLI with autocompletion and syntax highlighting. - * [:octocat: pgcli](https://github.com/dbcli/pgcli) - :star: 8770 :fork_and_knife: 403 - PostgreSQL CLI with autocompletion and syntax highlighting. - * [:octocat: iredis](https://github.com/laixintao/iredis) - :star: 1097 :fork_and_knife: 39 - Redis CLI with autocompletion and syntax highlighting. - * [:octocat: litecli](https://github.com/dbcli/litecli) - :star: 1151 :fork_and_knife: 33 - SQLite CLI with autocompletion and syntax highlighting. + * [:octocat: mycli](https://github.com/dbcli/mycli) - :star: 8747 :fork_and_knife: 532 - MySQL CLI with autocompletion and syntax highlighting. + * [:octocat: pgcli](https://github.com/dbcli/pgcli) - :star: 8771 :fork_and_knife: 403 - PostgreSQL CLI with autocompletion and syntax highlighting. + * [:octocat: iredis](https://github.com/laixintao/iredis) - :star: 1099 :fork_and_knife: 39 - Redis CLI with autocompletion and syntax highlighting. + * [:octocat: litecli](https://github.com/dbcli/litecli) - :star: 1152 :fork_and_knife: 33 - SQLite CLI with autocompletion and syntax highlighting. * [:octocat: saws](https://github.com/donnemartin/saws) - :star: 4516 :fork_and_knife: 245 - A Supercharged [aws-cli](https://github.com/aws/aws-cli). ## Compatibility @@ -308,11 +308,11 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for Computer Vision.* -* [:octocat: Kornia](https://github.com/kornia/kornia/) - :star: 2550 :fork_and_knife: 266 - Open Source Differentiable Computer Vision Library for PyTorch. +* [:octocat: Kornia](https://github.com/kornia/kornia/) - :star: 2553 :fork_and_knife: 265 - Open Source Differentiable Computer Vision Library for PyTorch. * [:earth_americas: OpenCV](https://opencv.org/) - Open Source Computer Vision Library. -* [:octocat: pytesseract](https://github.com/madmaze/pytesseract) - :star: 2972 :fork_and_knife: 453 - Another wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr). +* [:octocat: pytesseract](https://github.com/madmaze/pytesseract) - :star: 2973 :fork_and_knife: 453 - Another wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr). * [:octocat: tesserocr](https://github.com/sirfz/tesserocr) - :star: 1264 :fork_and_knife: 177 - A simple, Pillow-friendly, wrapper around the `tesseract-ocr` API for OCR. -* [:octocat: SimpleCV](https://github.com/sightmachine/SimpleCV) - :star: 2419 :fork_and_knife: 759 - An open source framework for building computer vision applications. +* [:octocat: SimpleCV](https://github.com/sightmachine/SimpleCV) - :star: 2419 :fork_and_knife: 760 - An open source framework for building computer vision applications. ## Concurrency and Parallelism @@ -332,13 +332,13 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: configobj](https://github.com/DiffSK/configobj) - :star: 230 :fork_and_knife: 52 - INI file parser with validation. * [:earth_americas: configparser](https://docs.python.org/3/library/configparser.html) - (Python standard library) INI file parser. * [:earth_americas: profig](https://profig.readthedocs.io/en/latest/) - Config from multiple formats with value conversion. -* [:octocat: python-decouple](https://github.com/henriquebastos/python-decouple) - :star: 1364 :fork_and_knife: 125 - Strict separation of settings from code. -* [:octocat: hydra](https://github.com/facebookresearch/hydra) - :star: 2489 :fork_and_knife: 170 - Hydra is a framework for elegantly configuring complex applications. +* [:octocat: python-decouple](https://github.com/henriquebastos/python-decouple) - :star: 1365 :fork_and_knife: 125 - Strict separation of settings from code. +* [:octocat: hydra](https://github.com/facebookresearch/hydra) - :star: 2492 :fork_and_knife: 170 - Hydra is a framework for elegantly configuring complex applications. ## Cryptography * [:earth_americas: cryptography](https://cryptography.io/en/latest/) - A package designed to expose cryptographic primitives and recipes to Python developers. -* [:octocat: paramiko](https://github.com/paramiko/paramiko) - :star: 6328 :fork_and_knife: 1559 - The leading native Python SSHv2 protocol library. +* [:octocat: paramiko](https://github.com/paramiko/paramiko) - :star: 6330 :fork_and_knife: 1559 - The leading native Python SSHv2 protocol library. * [:earth_americas: passlib](https://passlib.readthedocs.io/en/stable/) - Secure password storage/hashing library, very high level. * [:octocat: pynacl](https://github.com/pyca/pynacl) - :star: 706 :fork_and_knife: 142 - Python binding to the Networking and Cryptography (NaCl) library. @@ -357,38 +357,38 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for validating data. Used for forms in many cases.* -* [:octocat: Cerberus](https://github.com/pyeve/cerberus) - :star: 2113 :fork_and_knife: 192 - A lightweight and extensible data validation library. +* [:octocat: Cerberus](https://github.com/pyeve/cerberus) - :star: 2112 :fork_and_knife: 192 - A lightweight and extensible data validation library. * [:earth_americas: colander](https://docs.pylonsproject.org/projects/colander/en/latest/) - Validating and deserializing data obtained via XML, JSON, an HTML form post. * [:octocat: jsonschema](https://github.com/Julian/jsonschema) - :star: 2837 :fork_and_knife: 420 - An implementation of [JSON Schema](http://json-schema.org/) for Python. -* [:octocat: schema](https://github.com/keleshev/schema) - :star: 2091 :fork_and_knife: 157 - A library for validating Python data structures. +* [:octocat: schema](https://github.com/keleshev/schema) - :star: 2092 :fork_and_knife: 157 - A library for validating Python data structures. * [:octocat: Schematics](https://github.com/schematics/schematics) - :star: 2348 :fork_and_knife: 284 - Data Structure Validation. * [:octocat: valideer](https://github.com/podio/valideer) - :star: 235 :fork_and_knife: 17 - Lightweight extensible data validation and adaptation library. -* [:octocat: voluptuous](https://github.com/alecthomas/voluptuous) - :star: 1622 :fork_and_knife: 185 - A Python data validation library. +* [:octocat: voluptuous](https://github.com/alecthomas/voluptuous) - :star: 1622 :fork_and_knife: 186 - A Python data validation library. ## Data Visualization *Libraries for visualizing data. Also see [awesome-javascript](https://github.com/sorrycc/awesome-javascript#data-visualization).* -* [:octocat: Altair](https://github.com/altair-viz/altair) - :star: 5666 :fork_and_knife: 525 - Declarative statistical visualization library for Python. -* [:octocat: Bokeh](https://github.com/bokeh/bokeh) - :star: 13628 :fork_and_knife: 3449 - Interactive Web Plotting for Python. -* [:octocat: bqplot](https://github.com/bloomberg/bqplot) - :star: 2810 :fork_and_knife: 408 - Interactive Plotting Library for the Jupyter Notebook +* [:octocat: Altair](https://github.com/altair-viz/altair) - :star: 5667 :fork_and_knife: 525 - Declarative statistical visualization library for Python. +* [:octocat: Bokeh](https://github.com/bokeh/bokeh) - :star: 13629 :fork_and_knife: 3450 - Interactive Web Plotting for Python. +* [:octocat: bqplot](https://github.com/bloomberg/bqplot) - :star: 2811 :fork_and_knife: 408 - Interactive Plotting Library for the Jupyter Notebook * [:earth_americas: Dash](https://plot.ly/products/dash/) - Built on top of Flask, React and Plotly aimed at analytical web applications. - * [:octocat: awesome-dash](https://github.com/Acrotrend/awesome-dash) - :star: 812 :fork_and_knife: 132 -* [:octocat: diagrams](https://github.com/mingrammer/diagrams) - :star: 5342 :fork_and_knife: 283 - Diagram as Code. + * [:octocat: awesome-dash](https://github.com/Acrotrend/awesome-dash) - :star: 813 :fork_and_knife: 132 +* [:octocat: diagrams](https://github.com/mingrammer/diagrams) - :star: 5347 :fork_and_knife: 284 - Diagram as Code. * [:octocat: plotnine](https://github.com/has2k1/plotnine) - :star: 2270 :fork_and_knife: 119 - A grammar of graphics for Python based on ggplot2. * [:earth_americas: Matplotlib](http://matplotlib.org/) - A Python 2D plotting library. * [:earth_americas: Pygal](http://www.pygal.org/en/latest/) - A Python SVG Charts Creator. * [:earth_americas: PyGraphviz](https://pypi.org/project/pygraphviz/) - Python interface to [Graphviz](http://www.graphviz.org/). * [:earth_americas: PyQtGraph](http://www.pyqtgraph.org/) - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets. -* [:octocat: Seaborn](https://github.com/mwaskom/seaborn) - :star: 7358 :fork_and_knife: 1263 - Statistical data visualization using Matplotlib. -* [:octocat: VisPy](https://github.com/vispy/vispy) - :star: 2364 :fork_and_knife: 519 - High-performance scientific visualization based on OpenGL. +* [:octocat: Seaborn](https://github.com/mwaskom/seaborn) - :star: 7360 :fork_and_knife: 1263 - Statistical data visualization using Matplotlib. +* [:octocat: VisPy](https://github.com/vispy/vispy) - :star: 2364 :fork_and_knife: 520 - High-performance scientific visualization based on OpenGL. ## Database *Databases implemented in Python.* * [:octocat: pickleDB](https://github.com/patx/pickledb) - :star: 481 :fork_and_knife: 88 - A simple and lightweight key-value store for Python. -* [:octocat: tinydb](https://github.com/msiemens/tinydb) - :star: 3553 :fork_and_knife: 325 - A tiny, document-oriented database. +* [:octocat: tinydb](https://github.com/msiemens/tinydb) - :star: 3554 :fork_and_knife: 325 - A tiny, document-oriented database. * [:octocat: ZODB](https://github.com/zopefoundation/ZODB) - :star: 402 :fork_and_knife: 57 - A native object database for Python. A key-value and object graph database. ## Database Drivers @@ -396,7 +396,7 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for connecting and operating databases.* * MySQL - [awesome-mysql](http://shlomi-noach.github.io/awesome-mysql/) - * [:octocat: mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - :star: 1749 :fork_and_knife: 294 - MySQL connector with Python 3 support ([mysql-python](https://sourceforge.net/projects/mysql-python/) fork). + * [:octocat: mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - :star: 1751 :fork_and_knife: 294 - MySQL connector with Python 3 support ([mysql-python](https://sourceforge.net/projects/mysql-python/) fork). * [:octocat: PyMySQL](https://github.com/PyMySQL/PyMySQL) - :star: 5982 :fork_and_knife: 1210 - A pure Python MySQL driver compatible to mysql-python. * PostgreSQL - [awesome-postgres](https://github.com/dhamaniasad/awesome-postgres) * [:earth_americas: psycopg2](http://initd.org/psycopg/) - The most popular PostgreSQL adapter for Python. @@ -406,13 +406,13 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: SuperSQLite](https://github.com/plasticityai/supersqlite) - :star: 636 :fork_and_knife: 16 - A supercharged SQLite library built on top of [apsw](https://github.com/rogerbinns/apsw). * NoSQL Databases * [:octocat: cassandra-driver](https://github.com/datastax/python-driver) - :star: 1155 :fork_and_knife: 435 - The Python Driver for Apache Cassandra. - * [:octocat: happybase](https://github.com/wbolster/happybase) - :star: 536 :fork_and_knife: 151 - A developer-friendly library for Apache HBase. - * [:octocat: kafka-python](https://github.com/dpkp/kafka-python) - :star: 3906 :fork_and_knife: 1073 - The Python client for Apache Kafka. + * [:octocat: happybase](https://github.com/wbolster/happybase) - :star: 536 :fork_and_knife: 150 - A developer-friendly library for Apache HBase. + * [:octocat: kafka-python](https://github.com/dpkp/kafka-python) - :star: 3907 :fork_and_knife: 1073 - The Python client for Apache Kafka. * [:earth_americas: py2neo](https://py2neo.org/) - A client library and toolkit for working with Neo4j. - * [:octocat: pymongo](https://github.com/mongodb/mongo-python-driver) - :star: 3053 :fork_and_knife: 943 - The official Python client for MongoDB. - * [:octocat: redis-py](https://github.com/andymccurdy/redis-py) - :star: 8630 :fork_and_knife: 1852 - The Python client for Redis. + * [:octocat: pymongo](https://github.com/mongodb/mongo-python-driver) - :star: 3053 :fork_and_knife: 944 - The official Python client for MongoDB. + * [:octocat: redis-py](https://github.com/andymccurdy/redis-py) - :star: 8631 :fork_and_knife: 1853 - The Python client for Redis. * Asynchronous Clients - * [:octocat: motor](https://github.com/mongodb/motor) - :star: 1494 :fork_and_knife: 132 - The async Python driver for MongoDB. + * [:octocat: motor](https://github.com/mongodb/motor) - :star: 1493 :fork_and_knife: 132 - The async Python driver for MongoDB. ## Date and Time @@ -421,20 +421,20 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: Arrow](https://arrow.readthedocs.io/en/latest/) - A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps. * [:octocat: Chronyk](https://github.com/KoffeinFlummi/Chronyk) - :star: 308 :fork_and_knife: 11 - A Python 3 library for parsing human-written times and dates. * [:octocat: dateutil](https://github.com/dateutil/dateutil) - :star: 1317 :fork_and_knife: 324 - Extensions to the standard Python [datetime](https://docs.python.org/3/library/datetime.html) module. -* [:octocat: delorean](https://github.com/myusuf3/delorean/) - :star: 1663 :fork_and_knife: 110 - A library for clearing up the inconvenient truths that arise dealing with datetimes. +* [:octocat: delorean](https://github.com/myusuf3/delorean/) - :star: 1662 :fork_and_knife: 110 - A library for clearing up the inconvenient truths that arise dealing with datetimes. * [:octocat: moment](https://github.com/zachwill/moment) - :star: 637 :fork_and_knife: 41 - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/). -* [:octocat: Pendulum](https://github.com/sdispater/pendulum) - :star: 3951 :fork_and_knife: 219 - Python datetimes made easy. +* [:octocat: Pendulum](https://github.com/sdispater/pendulum) - :star: 3952 :fork_and_knife: 219 - Python datetimes made easy. * [:octocat: PyTime](https://github.com/shinux/PyTime) - :star: 136 :fork_and_knife: 20 - An easy-to-use Python module which aims to operate date/time/datetime by string. * [:earth_americas: pytz](https://launchpad.net/pytz) - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python. * [:octocat: when.py](https://github.com/dirn/When.py) - :star: 184 :fork_and_knife: 16 - Providing user-friendly functions to help perform common date and time actions. -* [:octocat: maya](https://github.com/timofurrer/maya) - :star: 3156 :fork_and_knife: 197 - Datetimes for Humans. +* [:octocat: maya](https://github.com/timofurrer/maya) - :star: 3155 :fork_and_knife: 197 - Datetimes for Humans. ## Debugging Tools *Libraries for debugging code.* * pdb-like Debugger - * [:octocat: ipdb](https://github.com/gotcha/ipdb) - :star: 1205 :fork_and_knife: 115 - IPython-enabled [pdb](https://docs.python.org/3/library/pdb.html). + * [:octocat: ipdb](https://github.com/gotcha/ipdb) - :star: 1206 :fork_and_knife: 115 - IPython-enabled [pdb](https://docs.python.org/3/library/pdb.html). * [:octocat: pdb++](https://github.com/antocuni/pdb) - :star: 514 :fork_and_knife: 35 - Another drop-in replacement for pdb. * [:octocat: pudb](https://github.com/inducer/pudb) - :star: 1766 :fork_and_knife: 161 - A full-screen, console-based Python debugger. * [:octocat: wdb](https://github.com/Kozea/wdb) - :star: 1477 :fork_and_knife: 98 - An improbable web debugger through WebSockets. @@ -447,44 +447,44 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: line_profiler](https://github.com/rkern/line_profiler) - :star: 3429 :fork_and_knife: 234 - Line-by-line profiling. * [:octocat: memory_profiler](https://github.com/fabianp/memory_profiler) - :star: 53 :fork_and_knife: 10 - Monitor Memory usage of Python code. * [:octocat: profiling](https://github.com/what-studio/profiling) - :star: 2988 :fork_and_knife: 118 - An interactive Python profiler. - * [:octocat: py-spy](https://github.com/benfred/py-spy) - :star: 5630 :fork_and_knife: 216 - A sampling profiler for Python programs. Written in Rust. - * [:octocat: pyflame](https://github.com/uber/pyflame) - :star: 2818 :fork_and_knife: 215 - A ptracing profiler For Python. - * [:octocat: vprof](https://github.com/nvdv/vprof) - :star: 3648 :fork_and_knife: 167 - Visual Python profiler. + * [:octocat: py-spy](https://github.com/benfred/py-spy) - :star: 5633 :fork_and_knife: 217 - A sampling profiler for Python programs. Written in Rust. + * [:octocat: pyflame](https://github.com/uber/pyflame) - :star: 2819 :fork_and_knife: 215 - A ptracing profiler For Python. + * [:octocat: vprof](https://github.com/nvdv/vprof) - :star: 3649 :fork_and_knife: 167 - Visual Python profiler. * Others * [:octocat: icecream](https://github.com/gruns/icecream) - :star: 1514 :fork_and_knife: 33 - Inspect variables, expressions, and program execution with a single, simple function call. * [:octocat: django-debug-toolbar](https://github.com/jazzband/django-debug-toolbar) - :star: 5986 :fork_and_knife: 876 - Display various debug information for Django. * [:octocat: django-devserver](https://github.com/dcramer/django-devserver) - :star: 1253 :fork_and_knife: 166 - A drop-in replacement for Django's runserver. - * [:octocat: flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - :star: 754 :fork_and_knife: 117 - A port of the django-debug-toolbar to flask. + * [:octocat: flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - :star: 753 :fork_and_knife: 117 - A port of the django-debug-toolbar to flask. * [:octocat: pyelftools](https://github.com/eliben/pyelftools) - :star: 1026 :fork_and_knife: 361 - Parsing and analyzing ELF files and DWARF debugging information. ## Deep Learning *Frameworks for Neural Networks and Deep Learning. Also see [awesome-deep-learning](https://github.com/ChristosChristofidis/awesome-deep-learning).* -* [:octocat: caffe](https://github.com/BVLC/caffe) - :star: 30492 :fork_and_knife: 18377 - A fast open framework for deep learning.. -* [:octocat: keras](https://github.com/keras-team/keras) - :star: 48790 :fork_and_knife: 18400 - A high-level neural networks library and capable of running on top of either TensorFlow or Theano. -* [:octocat: mxnet](https://github.com/dmlc/mxnet) - :star: 18823 :fork_and_knife: 6686 - A deep learning framework designed for both efficiency and flexibility. -* [:octocat: pytorch](https://github.com/pytorch/pytorch) - :star: 39818 :fork_and_knife: 10303 - Tensors and Dynamic neural networks in Python with strong GPU acceleration. -* [:octocat: SerpentAI](https://github.com/SerpentAI/SerpentAI) - :star: 5590 :fork_and_knife: 622 - Game agent framework. Use any video game as a deep learning sandbox. -* [:octocat: tensorflow](https://github.com/tensorflow/tensorflow) - :star: 145969 :fork_and_knife: 81848 - The most popular Deep Learning framework created by Google. +* [:octocat: caffe](https://github.com/BVLC/caffe) - :star: 30492 :fork_and_knife: 18376 - A fast open framework for deep learning.. +* [:octocat: keras](https://github.com/keras-team/keras) - :star: 48793 :fork_and_knife: 18399 - A high-level neural networks library and capable of running on top of either TensorFlow or Theano. +* [:octocat: mxnet](https://github.com/dmlc/mxnet) - :star: 18825 :fork_and_knife: 6686 - A deep learning framework designed for both efficiency and flexibility. +* [:octocat: pytorch](https://github.com/pytorch/pytorch) - :star: 39830 :fork_and_knife: 10304 - Tensors and Dynamic neural networks in Python with strong GPU acceleration. +* [:octocat: SerpentAI](https://github.com/SerpentAI/SerpentAI) - :star: 5591 :fork_and_knife: 622 - Game agent framework. Use any video game as a deep learning sandbox. +* [:octocat: tensorflow](https://github.com/tensorflow/tensorflow) - :star: 145984 :fork_and_knife: 81859 - The most popular Deep Learning framework created by Google. * [:octocat: Theano](https://github.com/Theano/Theano) - :star: 9180 :fork_and_knife: 2515 - A library for fast numerical computation. ## DevOps Tools *Software and libraries for DevOps.* -* [:octocat: ansible](https://github.com/ansible/ansible) - :star: 43704 :fork_and_knife: 19260 - A radically simple IT automation platform. +* [:octocat: ansible](https://github.com/ansible/ansible) - :star: 43708 :fork_and_knife: 19262 - A radically simple IT automation platform. * [:earth_americas: cloudinit](https://cloudinit.readthedocs.io/en/latest/) - A multi-distribution package that handles early initialization of a cloud instance. -* [:octocat: cuisine](https://github.com/sebastien/cuisine) - :star: 1240 :fork_and_knife: 161 - Chef-like functionality for Fabric. +* [:octocat: cuisine](https://github.com/sebastien/cuisine) - :star: 1239 :fork_and_knife: 161 - Chef-like functionality for Fabric. * [:earth_americas: docker-compose](https://docs.docker.com/compose/) - Fast, isolated development environments using [Docker](https://www.docker.com/). -* [:octocat: fabric](https://github.com/fabric/fabric) - :star: 12326 :fork_and_knife: 1808 - A simple, Pythonic tool for remote execution and deployment. +* [:octocat: fabric](https://github.com/fabric/fabric) - :star: 12328 :fork_and_knife: 1808 - A simple, Pythonic tool for remote execution and deployment. * [:octocat: fabtools](https://github.com/fabtools/fabtools) - :star: 1235 :fork_and_knife: 218 - Tools for writing awesome Fabric files. * [:octocat: honcho](https://github.com/nickstenning/honcho) - :star: 1349 :fork_and_knife: 122 - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications. * [:earth_americas: OpenStack](https://www.openstack.org/) - Open source software for building private and public clouds. -* [:octocat: pexpect](https://github.com/pexpect/pexpect) - :star: 1851 :fork_and_knife: 415 - Controlling interactive programs in a pseudo-terminal like GNU expect. -* [:octocat: psutil](https://github.com/giampaolo/psutil) - :star: 6379 :fork_and_knife: 1000 - A cross-platform process and system utilities module. -* [:octocat: saltstack](https://github.com/saltstack/salt) - :star: 11084 :fork_and_knife: 4874 - Infrastructure automation and management system. -* [:octocat: supervisor](https://github.com/Supervisor/supervisor) - :star: 6224 :fork_and_knife: 1044 - Supervisor process control system for UNIX. +* [:octocat: pexpect](https://github.com/pexpect/pexpect) - :star: 1853 :fork_and_knife: 415 - Controlling interactive programs in a pseudo-terminal like GNU expect. +* [:octocat: psutil](https://github.com/giampaolo/psutil) - :star: 6382 :fork_and_knife: 999 - A cross-platform process and system utilities module. +* [:octocat: saltstack](https://github.com/saltstack/salt) - :star: 11085 :fork_and_knife: 4872 - Infrastructure automation and management system. +* [:octocat: supervisor](https://github.com/Supervisor/supervisor) - :star: 6226 :fork_and_knife: 1044 - Supervisor process control system for UNIX. ## Distributed Computing @@ -492,12 +492,12 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * Batch Processing * [:earth_americas: PySpark](https://pypi.org/project/pyspark/) - [Apache Spark](https://spark.apache.org/) Python API. - * [:octocat: dask](https://github.com/dask/dask) - :star: 6861 :fork_and_knife: 1102 - A flexible parallel computing library for analytic computing. - * [:octocat: luigi](https://github.com/spotify/luigi) - :star: 13447 :fork_and_knife: 2135 - A module that helps you build complex pipelines of batch jobs. + * [:octocat: dask](https://github.com/dask/dask) - :star: 6864 :fork_and_knife: 1102 - A flexible parallel computing library for analytic computing. + * [:octocat: luigi](https://github.com/spotify/luigi) - :star: 13448 :fork_and_knife: 2136 - A module that helps you build complex pipelines of batch jobs. * [:octocat: mrjob](https://github.com/Yelp/mrjob) - :star: 2502 :fork_and_knife: 585 - Run MapReduce jobs on Hadoop or Amazon Web Services. - * [:octocat: Ray](https://github.com/ray-project/ray/) - :star: 12068 :fork_and_knife: 1829 - A system for parallel and distributed Python that unifies the machine learning ecosystem. + * [:octocat: Ray](https://github.com/ray-project/ray/) - :star: 12077 :fork_and_knife: 1831 - A system for parallel and distributed Python that unifies the machine learning ecosystem. * Stream Processing - * [:octocat: faust](https://github.com/robinhood/faust) - :star: 4690 :fork_and_knife: 367 - A stream processing library, porting the ideas from [Kafka Streams](https://kafka.apache.org/documentation/streams/) to Python. + * [:octocat: faust](https://github.com/robinhood/faust) - :star: 4692 :fork_and_knife: 367 - A stream processing library, porting the ideas from [Kafka Streams](https://kafka.apache.org/documentation/streams/) to Python. * [:octocat: streamparse](https://github.com/Parsely/streamparse) - :star: 1411 :fork_and_knife: 217 - Run Python code against real-time streams of data via [Apache Storm](http://storm.apache.org/). ## Distribution @@ -508,7 +508,7 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: Nuitka](http://nuitka.net/) - Compile scripts, modules, packages to an executable or extension module. * [:earth_americas: py2app](http://pythonhosted.org/py2app/) - Freezes Python scripts (Mac OS X). * [:earth_americas: py2exe](http://www.py2exe.org/) - Freezes Python scripts (Windows). -* [:octocat: PyInstaller](https://github.com/pyinstaller/pyinstaller) - :star: 6848 :fork_and_knife: 1468 - Converts Python programs into stand-alone executables (cross-platform). +* [:octocat: PyInstaller](https://github.com/pyinstaller/pyinstaller) - :star: 6853 :fork_and_knife: 1468 - Converts Python programs into stand-alone executables (cross-platform). * [:earth_americas: pynsist](http://pynsist.readthedocs.io/en/latest/) - A tool to build Windows installers, installers bundle Python itself. * [:octocat: pyarmor](https://github.com/dashingsoft/pyarmor) - :star: 553 :fork_and_knife: 92 - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. * [:octocat: shiv](https://github.com/linkedin/shiv) - :star: 950 :fork_and_knife: 54 - A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included. @@ -517,7 +517,7 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for generating project documentation.* -* [:octocat: sphinx](https://github.com/sphinx-doc/sphinx/) - :star: 3366 :fork_and_knife: 1295 - Python Documentation generator. +* [:octocat: sphinx](https://github.com/sphinx-doc/sphinx/) - :star: 3368 :fork_and_knife: 1295 - Python Documentation generator. * [:octocat: awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc) - :star: 652 :fork_and_knife: 56 * [:octocat: pdoc](https://github.com/mitmproxy/pdoc) - :star: 658 :fork_and_knife: 95 - Epydoc replacement to auto generate API documentation for Python libraries. * [:octocat: pycco](https://github.com/pycco-docs/pycco) - :star: 710 :fork_and_knife: 133 - The literate-programming-style documentation generator. @@ -526,24 +526,24 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for downloading.* -* [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - :star: 3356 :fork_and_knife: 792 - A command line tool for managing Amazon S3 and CloudFront. +* [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - :star: 3357 :fork_and_knife: 792 - A command line tool for managing Amazon S3 and CloudFront. * [:octocat: s4cmd](https://github.com/bloomreach/s4cmd) - :star: 1004 :fork_and_knife: 173 - Super S3 command line tool, good for higher performance. * [:earth_americas: you-get](https://you-get.org/) - A YouTube/Youku/Niconico video downloader written in Python 3. * [:earth_americas: youtube-dl](https://rg3.github.io/youtube-dl/) - A small command-line program to download videos from YouTube. -* [:octocat: akshare](https://github.com/jindaxiang/akshare) - :star: 1813 :fork_and_knife: 341 - A financial data interface library, built for human beings! +* [:octocat: akshare](https://github.com/jindaxiang/akshare) - :star: 1819 :fork_and_knife: 340 - A financial data interface library, built for human beings! ## E-commerce *Frameworks and libraries for e-commerce and payments.* -* [:octocat: alipay](https://github.com/lxneng/alipay) - :star: 316 :fork_and_knife: 99 - Unofficial Alipay API for Python. +* [:octocat: alipay](https://github.com/lxneng/alipay) - :star: 315 :fork_and_knife: 99 - Unofficial Alipay API for Python. * [:octocat: Cartridge](https://github.com/stephenmcd/cartridge) - :star: 619 :fork_and_knife: 289 - A shopping cart app built using the Mezzanine. * [:earth_americas: django-oscar](http://oscarcommerce.com/) - An open-source e-commerce framework for Django. -* [:octocat: django-shop](https://github.com/awesto/django-shop) - :star: 2227 :fork_and_knife: 817 - A Django based shop system. +* [:octocat: django-shop](https://github.com/awesto/django-shop) - :star: 2230 :fork_and_knife: 817 - A Django based shop system. * [:octocat: merchant](https://github.com/agiliq/merchant) - :star: 949 :fork_and_knife: 169 - A Django app to accept payments from various payment processors. -* [:octocat: money](https://github.com/carlospalol/money) - :star: 187 :fork_and_knife: 24 - `Money` class with optional CLDR-backed locale-aware formatting and an extensible currency exchange. +* [:octocat: money](https://github.com/carlospalol/money) - :star: 186 :fork_and_knife: 24 - `Money` class with optional CLDR-backed locale-aware formatting and an extensible currency exchange. * [:octocat: python-currencies](https://github.com/Alir3z4/python-currencies) - :star: 44 :fork_and_knife: 7 - Display money format and its filthy currencies. -* [:octocat: forex-python](https://github.com/MicroPyramid/forex-python) - :star: 323 :fork_and_knife: 101 - Foreign exchange rates, Bitcoin price index and currency conversion. +* [:octocat: forex-python](https://github.com/MicroPyramid/forex-python) - :star: 323 :fork_and_knife: 102 - Foreign exchange rates, Bitcoin price index and currency conversion. * [:earth_americas: saleor](http://getsaleor.com/) - An e-commerce storefront for Django. * [:earth_americas: shoop](https://www.shuup.com/en/) - An open source E-Commerce platform based on Django. @@ -555,27 +555,27 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: anaconda](https://github.com/DamnWidget/anaconda) - :star: 2080 :fork_and_knife: 244 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. * [:octocat: SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - :star: 894 :fork_and_knife: 105 - A Sublime Text plugin to the awesome auto-complete library Jedi. * Vim - * [:octocat: jedi-vim](https://github.com/davidhalter/jedi-vim) - :star: 4458 :fork_and_knife: 364 - Vim bindings for the Jedi auto-completion library for Python. + * [:octocat: jedi-vim](https://github.com/davidhalter/jedi-vim) - :star: 4457 :fork_and_knife: 364 - Vim bindings for the Jedi auto-completion library for Python. * [:octocat: python-mode](https://github.com/python-mode/python-mode) - :star: 5036 :fork_and_knife: 880 - An all in one plugin for turning Vim into a Python IDE. - * [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - :star: 21428 :fork_and_knife: 2471 - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. + * [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - :star: 21431 :fork_and_knife: 2471 - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. * Visual Studio - * [:octocat: PTVS](https://github.com/Microsoft/PTVS) - :star: 2273 :fork_and_knife: 634 - Python Tools for Visual Studio. + * [:octocat: PTVS](https://github.com/Microsoft/PTVS) - :star: 2273 :fork_and_knife: 635 - Python Tools for Visual Studio. * Visual Studio Code * [:earth_americas: Python](https://marketplace.visualstudio.com/items?itemName=ms-python.python) - The official VSCode extension with rich support for Python. * IDE * [:earth_americas: PyCharm](https://www.jetbrains.com/pycharm/) - Commercial Python IDE by JetBrains. Has free community edition available. - * [:octocat: spyder](https://github.com/spyder-ide/spyder) - :star: 5499 :fork_and_knife: 1115 - Open Source Python IDE. + * [:octocat: spyder](https://github.com/spyder-ide/spyder) - :star: 5501 :fork_and_knife: 1117 - Open Source Python IDE. ## Email *Libraries for sending and parsing email.* * Mail Servers - * [:octocat: modoboa](https://github.com/modoboa/modoboa) - :star: 1565 :fork_and_knife: 237 - A mail hosting and management platform including a modern Web UI. + * [:octocat: modoboa](https://github.com/modoboa/modoboa) - :star: 1566 :fork_and_knife: 237 - A mail hosting and management platform including a modern Web UI. * [:octocat: salmon](https://github.com/moggers87/salmon) - :star: 432 :fork_and_knife: 45 - A Python Mail Server. * Clients * [:octocat: imbox](https://github.com/martinrusev/imbox) - :star: 915 :fork_and_knife: 150 - Python IMAP for Humans. - * [:octocat: yagmail](https://github.com/kootenpv/yagmail) - :star: 1782 :fork_and_knife: 198 - Yet another Gmail/SMTP client. + * [:octocat: yagmail](https://github.com/kootenpv/yagmail) - :star: 1784 :fork_and_knife: 197 - Yet another Gmail/SMTP client. * Others * [:octocat: flanker](https://github.com/mailgun/flanker) - :star: 1411 :fork_and_knife: 173 - An email address and Mime parsing library. * [:octocat: mailer](https://github.com/marrow/mailer) - :star: 199 :fork_and_knife: 42 - High-performance extensible mail delivery framework. @@ -584,8 +584,8 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for Python version and virtual environment management.* -* [:octocat: pyenv](https://github.com/pyenv/pyenv) - :star: 19892 :fork_and_knife: 1738 - Simple Python version management. -* [:octocat: virtualenv](https://github.com/pypa/virtualenv) - :star: 3607 :fork_and_knife: 840 - A tool to create isolated Python environments. +* [:octocat: pyenv](https://github.com/pyenv/pyenv) - :star: 19897 :fork_and_knife: 1739 - Simple Python version management. +* [:octocat: virtualenv](https://github.com/pypa/virtualenv) - :star: 3607 :fork_and_knife: 841 - A tool to create isolated Python environments. ## Files @@ -594,10 +594,10 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: mimetypes](https://docs.python.org/3/library/mimetypes.html) - (Python standard library) Map filenames to MIME types. * [:octocat: path.py](https://github.com/jaraco/path.py) - :star: 911 :fork_and_knife: 124 - A module wrapper for [os.path](https://docs.python.org/3/library/os.path.html). * [:earth_americas: pathlib](https://docs.python.org/3/library/pathlib.html) - (Python standard library) An cross-platform, object-oriented path library. -* [:octocat: PyFilesystem2](https://github.com/pyfilesystem/pyfilesystem2) - :star: 1088 :fork_and_knife: 107 - Python's filesystem abstraction layer. +* [:octocat: PyFilesystem2](https://github.com/pyfilesystem/pyfilesystem2) - :star: 1089 :fork_and_knife: 107 - Python's filesystem abstraction layer. * [:octocat: python-magic](https://github.com/ahupp/python-magic) - :star: 1619 :fork_and_knife: 200 - A Python interface to the libmagic file type identification library. * [:octocat: Unipath](https://github.com/mikeorr/Unipath) - :star: 488 :fork_and_knife: 36 - An object-oriented approach to file/directory operations. -* [:octocat: watchdog](https://github.com/gorakhargosh/watchdog) - :star: 4141 :fork_and_knife: 510 - API and shell utilities to monitor file system events. +* [:octocat: watchdog](https://github.com/gorakhargosh/watchdog) - :star: 4142 :fork_and_knife: 510 - API and shell utilities to monitor file system events. ## Foreign Function Interface @@ -612,23 +612,23 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with forms.* -* [:octocat: Deform](https://github.com/Pylons/deform) - :star: 330 :fork_and_knife: 149 - Python HTML form generation library influenced by the formish form generation library. +* [:octocat: Deform](https://github.com/Pylons/deform) - :star: 330 :fork_and_knife: 150 - Python HTML form generation library influenced by the formish form generation library. * [:octocat: django-bootstrap3](https://github.com/dyve/django-bootstrap3) - :star: 2189 :fork_and_knife: 690 - Bootstrap 3 integration with Django. -* [:octocat: django-bootstrap4](https://github.com/zostera/django-bootstrap4) - :star: 753 :fork_and_knife: 182 - Bootstrap 4 integration with Django. -* [:octocat: django-crispy-forms](https://github.com/django-crispy-forms/django-crispy-forms) - :star: 3907 :fork_and_knife: 664 - A Django app which lets you create beautiful forms in a very elegant and DRY way. +* [:octocat: django-bootstrap4](https://github.com/zostera/django-bootstrap4) - :star: 754 :fork_and_knife: 182 - Bootstrap 4 integration with Django. +* [:octocat: django-crispy-forms](https://github.com/django-crispy-forms/django-crispy-forms) - :star: 3908 :fork_and_knife: 664 - A Django app which lets you create beautiful forms in a very elegant and DRY way. * [:octocat: django-remote-forms](https://github.com/WiserTogether/django-remote-forms) - :star: 199 :fork_and_knife: 100 - A platform independent Django form serializer. -* [:octocat: WTForms](https://github.com/wtforms/wtforms) - :star: 1115 :fork_and_knife: 325 - A flexible forms validation and rendering library. +* [:octocat: WTForms](https://github.com/wtforms/wtforms) - :star: 1116 :fork_and_knife: 325 - A flexible forms validation and rendering library. ## Functional Programming *Functional Programming with Python.* -* [:octocat: Coconut](https://github.com/evhub/coconut) - :star: 2790 :fork_and_knife: 92 - A variant of Python built for simple, elegant, Pythonic functional programming. +* [:octocat: Coconut](https://github.com/evhub/coconut) - :star: 2791 :fork_and_knife: 92 - A variant of Python built for simple, elegant, Pythonic functional programming. * [:octocat: fn.py](https://github.com/kachayev/fn.py) - :star: 3015 :fork_and_knife: 186 - Functional programming in Python: implementation of missing features to enjoy FP. * [:octocat: funcy](https://github.com/Suor/funcy) - :star: 2322 :fork_and_knife: 114 - A fancy and practical functional tools. * [:octocat: more-itertools](https://github.com/erikrose/more-itertools) - :star: 1415 :fork_and_knife: 137 - More routines for operating on iterables, beyond `itertools`. -* [:octocat: returns](https://github.com/dry-python/returns) - :star: 1185 :fork_and_knife: 36 - A set of type-safe monads, tranformers, and composition utilities. -* [:octocat: Toolz](https://github.com/pytoolz/toolz) - :star: 2750 :fork_and_knife: 195 - A collection of functional utilities for iterators, functions, and dictionaries. +* [:octocat: returns](https://github.com/dry-python/returns) - :star: 1186 :fork_and_knife: 36 - A set of type-safe monads, tranformers, and composition utilities. +* [:octocat: Toolz](https://github.com/pytoolz/toolz) - :star: 2751 :fork_and_knife: 195 - A collection of functional utilities for iterators, functions, and dictionaries. * [:octocat: CyToolz](https://github.com/pytoolz/cytoolz/) - :star: 717 :fork_and_knife: 52 - Cython implementation of `Toolz`: High performance functional utilities. ## GUI Development @@ -636,15 +636,15 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with graphical user interface applications.* * [:earth_americas: curses](https://docs.python.org/3/library/curses.html) - Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal GUI applications. -* [:octocat: Eel](https://github.com/ChrisKnott/Eel) - :star: 3628 :fork_and_knife: 342 - A library for making simple Electron-like offline HTML/JS GUI apps. -* [:octocat: enaml](https://github.com/nucleic/enaml) - :star: 873 :fork_and_knife: 96 - Creating beautiful user-interfaces with Declarative Syntax like QML. +* [:octocat: Eel](https://github.com/ChrisKnott/Eel) - :star: 3629 :fork_and_knife: 341 - A library for making simple Electron-like offline HTML/JS GUI apps. +* [:octocat: enaml](https://github.com/nucleic/enaml) - :star: 872 :fork_and_knife: 96 - Creating beautiful user-interfaces with Declarative Syntax like QML. * [:octocat: Flexx](https://github.com/zoofIO/flexx) - :star: 2338 :fork_and_knife: 224 - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering. -* [:octocat: Gooey](https://github.com/chriskiehl/Gooey) - :star: 8935 :fork_and_knife: 522 - Turn command line programs into a full GUI application with one line. +* [:octocat: Gooey](https://github.com/chriskiehl/Gooey) - :star: 8936 :fork_and_knife: 522 - Turn command line programs into a full GUI application with one line. * [:earth_americas: kivy](https://kivy.org/) - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS. * [:earth_americas: pyglet](https://bitbucket.org/pyglet/pyglet/wiki/Home) - A cross-platform windowing and multimedia library for Python. * [:earth_americas: PyGObject](https://wiki.gnome.org/Projects/PyGObject) - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3). * [:earth_americas: PyQt](https://riverbankcomputing.com/software/pyqt/intro) - Python bindings for the [Qt](https://www.qt.io/) cross-platform application and UI framework. -* [:octocat: PySimpleGUI](https://github.com/PySimpleGUI/PySimpleGUI) - :star: 3958 :fork_and_knife: 617 - Wrapper for tkinter, Qt, WxPython and Remi. +* [:octocat: PySimpleGUI](https://github.com/PySimpleGUI/PySimpleGUI) - :star: 3962 :fork_and_knife: 617 - Wrapper for tkinter, Qt, WxPython and Remi. * [:octocat: pywebview](https://github.com/r0x0r/pywebview/) - :star: 1892 :fork_and_knife: 253 - A lightweight cross-platform native wrapper around a webview component. * [:earth_americas: Tkinter](https://wiki.python.org/moin/TkInter) - Tkinter is Python's de-facto standard GUI package. * [:octocat: Toga](https://github.com/pybee/toga) - :star: 2306 :fork_and_knife: 411 - A Python native, OS native GUI toolkit. @@ -680,7 +680,7 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: GeoDjango](https://docs.djangoproject.com/en/dev/ref/contrib/gis/) - A world-class geographic web framework. * [:octocat: GeoIP](https://github.com/maxmind/geoip-api-python) - :star: 207 :fork_and_knife: 61 - Python API for MaxMind GeoIP Legacy Database. * [:octocat: geojson](https://github.com/frewsxcv/python-geojson) - :star: 549 :fork_and_knife: 71 - Python bindings and utilities for GeoJSON. -* [:octocat: geopy](https://github.com/geopy/geopy) - :star: 2897 :fork_and_knife: 500 - Python Geocoding Toolbox. +* [:octocat: geopy](https://github.com/geopy/geopy) - :star: 2898 :fork_and_knife: 500 - Python Geocoding Toolbox. * [:octocat: pygeoip](https://github.com/appliedsec/pygeoip) - :star: 482 :fork_and_knife: 109 - Pure Python GeoIP API. ## HTML Manipulation @@ -688,16 +688,16 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with HTML and XML.* * [:earth_americas: BeautifulSoup](https://www.crummy.com/software/BeautifulSoup/bs4/doc/) - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML. -* [:octocat: bleach](https://github.com/mozilla/bleach) - :star: 1933 :fork_and_knife: 213 - A whitelist-based HTML sanitization and text linkification library. +* [:octocat: bleach](https://github.com/mozilla/bleach) - :star: 1932 :fork_and_knife: 213 - A whitelist-based HTML sanitization and text linkification library. * [:earth_americas: cssutils](https://pypi.org/project/cssutils/) - A CSS library for Python. -* [:octocat: html5lib](https://github.com/html5lib/html5lib-python) - :star: 849 :fork_and_knife: 241 - A standards-compliant library for parsing and serializing HTML documents and fragments. +* [:octocat: html5lib](https://github.com/html5lib/html5lib-python) - :star: 848 :fork_and_knife: 241 - A standards-compliant library for parsing and serializing HTML documents and fragments. * [:earth_americas: lxml](http://lxml.de/) - A very fast, easy-to-use and versatile library for handling HTML and XML. * [:octocat: MarkupSafe](https://github.com/pallets/markupsafe) - :star: 330 :fork_and_knife: 89 - Implements a XML/HTML/XHTML Markup safe string for Python. * [:octocat: pyquery](https://github.com/gawel/pyquery) - :star: 1858 :fork_and_knife: 157 - A jQuery-like library for parsing HTML. -* [:octocat: untangle](https://github.com/stchris/untangle) - :star: 465 :fork_and_knife: 64 - Converts XML documents to Python objects for easy access. +* [:octocat: untangle](https://github.com/stchris/untangle) - :star: 465 :fork_and_knife: 65 - Converts XML documents to Python objects for easy access. * [:earth_americas: WeasyPrint](http://weasyprint.org) - A visual rendering engine for HTML and CSS that can export to PDF. * [:earth_americas: xmldataset](https://xmldataset.readthedocs.io/en/latest/) - Simple XML Parsing. -* [:octocat: xmltodict](https://github.com/martinblech/xmltodict) - :star: 4007 :fork_and_knife: 389 - Working with XML feel like you are working with JSON. +* [:octocat: xmltodict](https://github.com/martinblech/xmltodict) - :star: 4008 :fork_and_knife: 389 - Working with XML feel like you are working with JSON. ## HTTP Clients @@ -705,21 +705,21 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: grequests](https://github.com/spyoungtech/grequests) - :star: 3427 :fork_and_knife: 304 - requests + gevent for asynchronous HTTP requests. * [:octocat: httplib2](https://github.com/httplib2/httplib2) - :star: 368 :fork_and_knife: 123 - Comprehensive HTTP client library. -* [:octocat: httpx](https://github.com/encode/httpx) - :star: 5036 :fork_and_knife: 301 - A next generation HTTP client for Python. -* [:octocat: requests](https://github.com/psf/requests) - :star: 42858 :fork_and_knife: 7773 - HTTP Requests for Humans. -* [:octocat: treq](https://github.com/twisted/treq) - :star: 503 :fork_and_knife: 137 - Python requests like API built on top of Twisted's HTTP client. -* [:octocat: urllib3](https://github.com/shazow/urllib3) - :star: 2361 :fork_and_knife: 758 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. +* [:octocat: httpx](https://github.com/encode/httpx) - :star: 5037 :fork_and_knife: 301 - A next generation HTTP client for Python. +* [:octocat: requests](https://github.com/psf/requests) - :star: 42861 :fork_and_knife: 7773 - HTTP Requests for Humans. +* [:octocat: treq](https://github.com/twisted/treq) - :star: 502 :fork_and_knife: 137 - Python requests like API built on top of Twisted's HTTP client. +* [:octocat: urllib3](https://github.com/shazow/urllib3) - :star: 2361 :fork_and_knife: 759 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. ## Hardware *Libraries for programming with hardware.* * [:earth_americas: ino](http://inotool.org/) - Command line toolkit for working with [Arduino](https://www.arduino.cc/). -* [:octocat: keyboard](https://github.com/boppreh/keyboard) - :star: 1926 :fork_and_knife: 227 - Hook and simulate global keyboard events on Windows and Linux. +* [:octocat: keyboard](https://github.com/boppreh/keyboard) - :star: 1927 :fork_and_knife: 227 - Hook and simulate global keyboard events on Windows and Linux. * [:octocat: mouse](https://github.com/boppreh/mouse) - :star: 318 :fork_and_knife: 52 - Hook and simulate global mouse events on Windows and Linux. * [:earth_americas: Pingo](http://www.pingo.io/) - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc. -* [:octocat: PyUserInput](https://github.com/SavinaRoja/PyUserInput) - :star: 922 :fork_and_knife: 235 - A module for cross-platform control of the mouse and keyboard. -* [:octocat: scapy](https://github.com/secdev/scapy) - :star: 5353 :fork_and_knife: 1235 - A brilliant packet manipulation library. +* [:octocat: PyUserInput](https://github.com/SavinaRoja/PyUserInput) - :star: 924 :fork_and_knife: 234 - A module for cross-platform control of the mouse and keyboard. +* [:octocat: scapy](https://github.com/secdev/scapy) - :star: 5354 :fork_and_knife: 1234 - A brilliant packet manipulation library. * [:octocat: wifi](https://github.com/rockymeza/wifi) - :star: 266 :fork_and_knife: 137 - A Python library and command line tool for working with WiFi on Linux. ## Image Processing @@ -728,31 +728,31 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: hmap](https://github.com/rossgoodwin/hmap) - :star: 175 :fork_and_knife: 21 - Image histogram remapping. * [:earth_americas: imgSeek](https://sourceforge.net/projects/imgseek/) - A project for searching a collection of images using visual similarity. -* [:octocat: nude.py](https://github.com/hhatto/nude.py) - :star: 730 :fork_and_knife: 122 - Nudity detection. +* [:octocat: nude.py](https://github.com/hhatto/nude.py) - :star: 731 :fork_and_knife: 122 - Nudity detection. * [:octocat: pagan](https://github.com/daboth/pagan) - :star: 187 :fork_and_knife: 22 - Retro identicon (Avatar) generation based on input string and hash. -* [:octocat: pillow](https://github.com/python-pillow/Pillow) - :star: 7488 :fork_and_knife: 1468 - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork. +* [:octocat: pillow](https://github.com/python-pillow/Pillow) - :star: 7490 :fork_and_knife: 1468 - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork. * [:earth_americas: pyBarcode](https://pythonhosted.org/pyBarcode/) - Create barcodes in Python without needing PIL. * [:octocat: pygram](https://github.com/ajkumar25/pygram) - :star: 90 :fork_and_knife: 12 - Instagram-like image filters. * [:octocat: python-qrcode](https://github.com/lincolnloop/python-qrcode) - :star: 2148 :fork_and_knife: 395 - A pure Python QR Code generator. * [:octocat: Quads](https://github.com/fogleman/Quads) - :star: 938 :fork_and_knife: 105 - Computer art based on quadtrees. * [:earth_americas: scikit-image](http://scikit-image.org/) - A Python library for (scientific) image processing. -* [:octocat: thumbor](https://github.com/thumbor/thumbor) - :star: 7794 :fork_and_knife: 677 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. +* [:octocat: thumbor](https://github.com/thumbor/thumbor) - :star: 7795 :fork_and_knife: 677 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. * [:octocat: wand](https://github.com/dahlia/wand) - :star: 1003 :fork_and_knife: 184 - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick. ## Implementations *Implementations of Python.* -* [:octocat: CPython](https://github.com/python/cpython) - :star: 32112 :fork_and_knife: 15241 - **Default, most widely used implementation of the Python programming language written in C.** +* [:octocat: CPython](https://github.com/python/cpython) - :star: 32123 :fork_and_knife: 15242 - **Default, most widely used implementation of the Python programming language written in C.** * [:earth_americas: Cython](http://cython.org/) - Optimizing Static Compiler for Python. * [:octocat: CLPython](https://github.com/metawilm/cl-python) - :star: 295 :fork_and_knife: 34 - Implementation of the Python programming language written in Common Lisp. -* [:octocat: Grumpy](https://github.com/google/grumpy) - :star: 10083 :fork_and_knife: 649 - More compiler than interpreter as more powerful CPython2.7 replacement (alpha). +* [:octocat: Grumpy](https://github.com/google/grumpy) - :star: 10084 :fork_and_knife: 649 - More compiler than interpreter as more powerful CPython2.7 replacement (alpha). * [:octocat: IronPython](https://github.com/IronLanguages/ironpython3) - :star: 1161 :fork_and_knife: 150 - Implementation of the Python programming language written in C#. * [:earth_americas: Jython](https://hg.python.org/jython) - Implementation of Python programming language written in Java for the JVM. -* [:octocat: MicroPython](https://github.com/micropython/micropython) - :star: 10724 :fork_and_knife: 3490 - A lean and efficient Python programming language implementation. +* [:octocat: MicroPython](https://github.com/micropython/micropython) - :star: 10725 :fork_and_knife: 3492 - A lean and efficient Python programming language implementation. * [:earth_americas: Numba](http://numba.pydata.org/) - Python JIT compiler to LLVM aimed at scientific Python. * [:octocat: PeachPy](https://github.com/Maratyszcza/PeachPy) - :star: 1413 :fork_and_knife: 124 - x86-64 assembler embedded in Python. -* [:octocat: Pyjion](https://github.com/Microsoft/Pyjion) - :star: 1330 :fork_and_knife: 67 - A JIT for Python based upon CoreCLR. +* [:octocat: Pyjion](https://github.com/Microsoft/Pyjion) - :star: 1330 :fork_and_knife: 68 - A JIT for Python based upon CoreCLR. * [:earth_americas: PyPy](https://foss.heptapod.net/pypy/pypy) - A very fast and compliant implementation of the Python language. * [:octocat: Pyston](https://github.com/dropbox/pyston) - :star: 4523 :fork_and_knife: 306 - A Python implementation using JIT techniques. * [:octocat: Stackless Python](https://github.com/stackless-dev/stackless) - :star: 598 :fork_and_knife: 41 - An enhanced version of the Python programming language. @@ -783,8 +783,8 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: gunnery](https://github.com/gunnery/gunnery) - :star: 715 :fork_and_knife: 76 - Multipurpose task execution tool for distributed systems with web-based interface. * [:earth_americas: Joblib](https://joblib.readthedocs.io/) - A set of tools to provide lightweight pipelining in Python. * [:octocat: Plan](https://github.com/fengsp/plan) - :star: 1106 :fork_and_knife: 94 - Writing crontab file in Python like a charm. -* [:octocat: schedule](https://github.com/dbader/schedule) - :star: 7463 :fork_and_knife: 693 - Python job scheduling for humans. -* [:octocat: Spiff](https://github.com/knipknap/SpiffWorkflow) - :star: 889 :fork_and_knife: 210 - A powerful workflow engine implemented in pure Python. +* [:octocat: schedule](https://github.com/dbader/schedule) - :star: 7464 :fork_and_knife: 693 - Python job scheduling for humans. +* [:octocat: Spiff](https://github.com/knipknap/SpiffWorkflow) - :star: 889 :fork_and_knife: 211 - A powerful workflow engine implemented in pure Python. * [:earth_americas: TaskFlow](https://docs.openstack.org/developer/taskflow/) - A Python library that helps to make task execution easy, consistent and reliable. * [:earth_americas: Airflow](https://airflow.apache.org/) - Airflow is a platform to programmatically author, schedule and monitor workflows. @@ -792,7 +792,7 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for generating and working with logs.* -* [:octocat: Eliot](https://github.com/ScatterHQ/eliot) - :star: 765 :fork_and_knife: 50 - Logging for complex & distributed systems. +* [:octocat: Eliot](https://github.com/ScatterHQ/eliot) - :star: 766 :fork_and_knife: 50 - Logging for complex & distributed systems. * [:earth_americas: logbook](http://logbook.readthedocs.io/en/stable/) - Logging replacement for Python. * [:earth_americas: logging](https://docs.python.org/3/library/logging.html) - (Python standard library) Logging facility for Python. * [:octocat: raven](https://github.com/getsentry/raven-python) - :star: 1666 :fork_and_knife: 801 - Python client for Sentry, a log/error tracking, crash reporting and aggregation platform for web applications. @@ -801,13 +801,13 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for Machine Learning. Also see [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning#python).* -* [:octocat: H2O](https://github.com/h2oai/h2o-3) - :star: 4865 :fork_and_knife: 1745 - Open Source Fast Scalable Machine Learning Platform. +* [:octocat: H2O](https://github.com/h2oai/h2o-3) - :star: 4866 :fork_and_knife: 1747 - Open Source Fast Scalable Machine Learning Platform. * [:octocat: Metrics](https://github.com/benhamner/Metrics) - :star: 1327 :fork_and_knife: 416 - Machine learning evaluation metrics. -* [:octocat: NuPIC](https://github.com/numenta/nupic) - :star: 6099 :fork_and_knife: 1580 - Numenta Platform for Intelligent Computing. +* [:octocat: NuPIC](https://github.com/numenta/nupic) - :star: 6100 :fork_and_knife: 1580 - Numenta Platform for Intelligent Computing. * [:earth_americas: scikit-learn](http://scikit-learn.org/) - The most popular Python library for Machine Learning. * [:earth_americas: Spark ML](http://spark.apache.org/docs/latest/ml-guide.html) - [Apache Spark](http://spark.apache.org/)'s scalable Machine Learning library. * [:octocat: vowpal_porpoise](https://github.com/josephreisinger/vowpal_porpoise) - :star: 157 :fork_and_knife: 30 - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). -* [:octocat: xgboost](https://github.com/dmlc/xgboost) - :star: 19313 :fork_and_knife: 7581 - A scalable, portable, and distributed gradient boosting library. +* [:octocat: xgboost](https://github.com/dmlc/xgboost) - :star: 19317 :fork_and_knife: 7581 - A scalable, portable, and distributed gradient boosting library. ## Microsoft Windows @@ -815,7 +815,7 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: Python(x,y)](http://python-xy.github.io/) - Scientific-applications-oriented Python Distribution based on Qt and Spyder. * [:earth_americas: pythonlibs](http://www.lfd.uci.edu/~gohlke/pythonlibs/) - Unofficial Windows binaries for Python extension packages. -* [:octocat: PythonNet](https://github.com/pythonnet/pythonnet) - :star: 2147 :fork_and_knife: 403 - Python Integration with the .NET Common Language Runtime (CLR). +* [:octocat: PythonNet](https://github.com/pythonnet/pythonnet) - :star: 2150 :fork_and_knife: 403 - Python Integration with the .NET Common Language Runtime (CLR). * [:octocat: PyWin32](https://github.com/mhammond/pywin32) - :star: 2369 :fork_and_knife: 488 - Python Extensions for Windows. * [:earth_americas: WinPython](https://winpython.github.io/) - Portable development environment for Windows 7/8. @@ -834,20 +834,20 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with human languages.* - General - * [:octocat: gensim](https://github.com/RaRe-Technologies/gensim) - :star: 10936 :fork_and_knife: 3769 - Topic Modeling for Humans. - * [:octocat: langid.py](https://github.com/saffsd/langid.py) - :star: 1610 :fork_and_knife: 263 - Stand-alone language identification system. + * [:octocat: gensim](https://github.com/RaRe-Technologies/gensim) - :star: 10937 :fork_and_knife: 3770 - Topic Modeling for Humans. + * [:octocat: langid.py](https://github.com/saffsd/langid.py) - :star: 1609 :fork_and_knife: 263 - Stand-alone language identification system. * [:earth_americas: nltk](http://www.nltk.org/) - A leading platform for building Python programs to work with human language data. - * [:octocat: pattern](https://github.com/clips/pattern) - :star: 7443 :fork_and_knife: 1485 - A web mining module. + * [:octocat: pattern](https://github.com/clips/pattern) - :star: 7443 :fork_and_knife: 1484 - A web mining module. * [:octocat: polyglot](https://github.com/aboSamoor/polyglot) - :star: 1618 :fork_and_knife: 279 - Natural language pipeline supporting hundreds of languages. - * [:octocat: pytext](https://github.com/facebookresearch/pytext) - :star: 5899 :fork_and_knife: 726 - A natural language modeling framework based on PyTorch. - * [:octocat: PyTorch-NLP](https://github.com/PetrochukM/PyTorch-NLP) - :star: 1730 :fork_and_knife: 206 - A toolkit enabling rapid deep learning NLP prototyping for research. + * [:octocat: pytext](https://github.com/facebookresearch/pytext) - :star: 5902 :fork_and_knife: 726 - A natural language modeling framework based on PyTorch. + * [:octocat: PyTorch-NLP](https://github.com/PetrochukM/PyTorch-NLP) - :star: 1731 :fork_and_knife: 206 - A toolkit enabling rapid deep learning NLP prototyping for research. * [:earth_americas: spacy](https://spacy.io/) - A library for industrial-strength natural language processing in Python and Cython. * [:octocat: Stanza](https://github.com/stanfordnlp/stanza) - :star: 4332 :fork_and_knife: 547 - The Stanford NLP Group's official Python library, supporting 60+ languages. - Chinese - * [:octocat: jieba](https://github.com/fxsjy/jieba) - :star: 23362 :fork_and_knife: 5758 - The most popular Chinese text segmentation library. + * [:octocat: jieba](https://github.com/fxsjy/jieba) - :star: 23369 :fork_and_knife: 5759 - The most popular Chinese text segmentation library. * [:octocat: pkuseg-python](https://github.com/lancopku/pkuseg-python) - :star: 4898 :fork_and_knife: 779 - A toolkit for Chinese word segmentation in various domains. - * [:octocat: snownlp](https://github.com/isnowfy/snownlp) - :star: 4820 :fork_and_knife: 1181 - A library for processing Chinese text. - * [:octocat: funNLP](https://github.com/fighting41love/funNLP) - :star: 21808 :fork_and_knife: 6593 - A collection of tools and datasets for Chinese NLP. + * [:octocat: snownlp](https://github.com/isnowfy/snownlp) - :star: 4820 :fork_and_knife: 1180 - A library for processing Chinese text. + * [:octocat: funNLP](https://github.com/fighting41love/funNLP) - :star: 21826 :fork_and_knife: 6603 - A collection of tools and datasets for Chinese NLP. ## Network Virtualization @@ -874,14 +874,14 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) - :star: 2087 :fork_and_knife: 121 * [:octocat: dataset](https://github.com/pudo/dataset) - :star: 3828 :fork_and_knife: 245 - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL. * [:octocat: orator](https://github.com/sdispater/orator) - :star: 1094 :fork_and_knife: 145 - The Orator ORM provides a simple yet beautiful ActiveRecord implementation. - * [:octocat: orm](https://github.com/encode/orm) - :star: 953 :fork_and_knife: 48 - An async ORM. - * [:octocat: peewee](https://github.com/coleifer/peewee) - :star: 7635 :fork_and_knife: 1211 - A small, expressive ORM. + * [:octocat: orm](https://github.com/encode/orm) - :star: 954 :fork_and_knife: 48 - An async ORM. + * [:octocat: peewee](https://github.com/coleifer/peewee) - :star: 7638 :fork_and_knife: 1211 - A small, expressive ORM. * [:octocat: pony](https://github.com/ponyorm/pony/) - :star: 2223 :fork_and_knife: 172 - ORM that provides a generator-oriented interface to SQL. * [:octocat: pydal](https://github.com/web2py/pydal/) - :star: 316 :fork_and_knife: 110 - A pure Python Database Abstraction Layer. * NoSQL Databases * [:octocat: hot-redis](https://github.com/stephenmcd/hot-redis) - :star: 261 :fork_and_knife: 25 - Rich Python data types for Redis. * [:octocat: mongoengine](https://github.com/MongoEngine/mongoengine) - :star: 3194 :fork_and_knife: 1100 - A Python Object-Document-Mapper for working with MongoDB. - * [:octocat: PynamoDB](https://github.com/pynamodb/PynamoDB) - :star: 1275 :fork_and_knife: 316 - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). + * [:octocat: PynamoDB](https://github.com/pynamodb/PynamoDB) - :star: 1274 :fork_and_knife: 316 - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). * [:octocat: redisco](https://github.com/kiddouk/redisco) - :star: 431 :fork_and_knife: 86 - A Python Library for Simple Models and Containers Persisted in Redis. ## Package Management @@ -890,9 +890,9 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: pip](https://pip.pypa.io/en/stable/) - The package installer for Python. * [:earth_americas: PyPI](https://pypi.org/) - * [:octocat: pip-tools](https://github.com/jazzband/pip-tools) - :star: 4336 :fork_and_knife: 383 - A set of tools to keep your pinned Python dependencies fresh. -* [:octocat: poetry](https://github.com/sdispater/poetry) - :star: 11203 :fork_and_knife: 796 - Python dependency management and packaging made easy. -* [:octocat: conda](https://github.com/conda/conda/) - :star: 3666 :fork_and_knife: 927 - Cross-platform, Python-agnostic binary package manager. + * [:octocat: pip-tools](https://github.com/jazzband/pip-tools) - :star: 4339 :fork_and_knife: 383 - A set of tools to keep your pinned Python dependencies fresh. +* [:octocat: poetry](https://github.com/sdispater/poetry) - :star: 11208 :fork_and_knife: 795 - Python dependency management and packaging made easy. +* [:octocat: conda](https://github.com/conda/conda/) - :star: 3667 :fork_and_knife: 928 - Cross-platform, Python-agnostic binary package manager. ## Package Repositories @@ -907,29 +907,29 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries that allow or deny users access to data or functionality.* -* [:octocat: django-guardian](https://github.com/django-guardian/django-guardian) - :star: 2672 :fork_and_knife: 488 - Implementation of per object permissions for Django 1.2+ -* [:octocat: django-rules](https://github.com/dfunckt/django-rules) - :star: 1072 :fork_and_knife: 89 - A tiny but powerful app providing object-level permissions to Django, without requiring a database. +* [:octocat: django-guardian](https://github.com/django-guardian/django-guardian) - :star: 2673 :fork_and_knife: 488 - Implementation of per object permissions for Django 1.2+ +* [:octocat: django-rules](https://github.com/dfunckt/django-rules) - :star: 1073 :fork_and_knife: 89 - A tiny but powerful app providing object-level permissions to Django, without requiring a database. ## Processes *Libraries for starting and communicating with OS processes.* -* [:octocat: delegator.py](https://github.com/amitt001/delegator.py) - :star: 1484 :fork_and_knife: 85 - [Subprocesses](https://docs.python.org/3/library/subprocess.html) for Humans 2.0. +* [:octocat: delegator.py](https://github.com/amitt001/delegator.py) - :star: 1485 :fork_and_knife: 85 - [Subprocesses](https://docs.python.org/3/library/subprocess.html) for Humans 2.0. * [:earth_americas: sarge](https://sarge.readthedocs.io/en/latest/) - Yet another wrapper for subprocess. -* [:octocat: sh](https://github.com/amoffat/sh) - :star: 5312 :fork_and_knife: 421 - A full-fledged subprocess replacement for Python. +* [:octocat: sh](https://github.com/amoffat/sh) - :star: 5313 :fork_and_knife: 421 - A full-fledged subprocess replacement for Python. ## Recommender Systems *Libraries for building recommender systems.* -* [:octocat: annoy](https://github.com/spotify/annoy) - :star: 7183 :fork_and_knife: 787 - Approximate Nearest Neighbors in C++/Python optimized for memory usage. +* [:octocat: annoy](https://github.com/spotify/annoy) - :star: 7185 :fork_and_knife: 787 - Approximate Nearest Neighbors in C++/Python optimized for memory usage. * [:octocat: fastFM](https://github.com/ibayer/fastFM) - :star: 853 :fork_and_knife: 193 - A library for Factorization Machines. * [:octocat: implicit](https://github.com/benfred/implicit) - :star: 1974 :fork_and_knife: 438 - A fast Python implementation of collaborative filtering for implicit datasets. -* [:octocat: libffm](https://github.com/guestwalk/libffm) - :star: 1422 :fork_and_knife: 445 - A library for Field-aware Factorization Machine (FFM). +* [:octocat: libffm](https://github.com/guestwalk/libffm) - :star: 1423 :fork_and_knife: 445 - A library for Field-aware Factorization Machine (FFM). * [:octocat: lightfm](https://github.com/lyst/lightfm) - :star: 3172 :fork_and_knife: 534 - A Python implementation of a number of popular recommendation algorithms. * [:octocat: spotlight](https://github.com/maciejkula/spotlight) - :star: 2177 :fork_and_knife: 340 - Deep recommender models using PyTorch. -* [:octocat: Surprise](https://github.com/NicolasHug/Surprise) - :star: 4119 :fork_and_knife: 765 - A scikit for building and analyzing recommender systems. -* [:octocat: tensorrec](https://github.com/jfkirk/tensorrec) - :star: 1058 :fork_and_knife: 199 - A Recommendation Engine Framework in TensorFlow. +* [:octocat: Surprise](https://github.com/NicolasHug/Surprise) - :star: 4123 :fork_and_knife: 765 - A scikit for building and analyzing recommender systems. +* [:octocat: tensorrec](https://github.com/jfkirk/tensorrec) - :star: 1059 :fork_and_knife: 199 - A Recommendation Engine Framework in TensorFlow. ## Refactoring @@ -949,30 +949,30 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * Flask * [:octocat: eve](https://github.com/pyeve/eve) - :star: 6120 :fork_and_knife: 709 - REST API framework powered by Flask, MongoDB and good intentions. * [:octocat: flask-api](https://github.com/flask-api/flask-api) - :star: 1169 :fork_and_knife: 135 - Browsable Web APIs for Flask. - * [:octocat: flask-restful](https://github.com/flask-restful/flask-restful) - :star: 5624 :fork_and_knife: 889 - Quickly building REST APIs for Flask. + * [:octocat: flask-restful](https://github.com/flask-restful/flask-restful) - :star: 5623 :fork_and_knife: 889 - Quickly building REST APIs for Flask. * Pyramid - * [:octocat: cornice](https://github.com/Cornices/cornice) - :star: 360 :fork_and_knife: 146 - A RESTful framework for Pyramid. + * [:octocat: cornice](https://github.com/Cornices/cornice) - :star: 359 :fork_and_knife: 146 - A RESTful framework for Pyramid. * Framework agnostic * [:octocat: apistar](https://github.com/encode/apistar) - :star: 5474 :fork_and_knife: 429 - A smart Web API framework, designed for Python 3. - * [:octocat: falcon](https://github.com/falconry/falcon) - :star: 7840 :fork_and_knife: 791 - A high-performance framework for building cloud APIs and web app backends. - * [:octocat: fastapi](https://github.com/tiangolo/fastapi) - :star: 15946 :fork_and_knife: 1080 - A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints. + * [:octocat: falcon](https://github.com/falconry/falcon) - :star: 7843 :fork_and_knife: 791 - A high-performance framework for building cloud APIs and web app backends. + * [:octocat: fastapi](https://github.com/tiangolo/fastapi) - :star: 15970 :fork_and_knife: 1083 - A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints. * [:octocat: hug](https://github.com/hugapi/hug) - :star: 6270 :fork_and_knife: 362 - A Python 3 framework for cleanly exposing APIs. * [:octocat: sandman2](https://github.com/jeffknupp/sandman2) - :star: 1520 :fork_and_knife: 173 - Automated REST APIs for existing database-driven systems. - * [:octocat: sanic](https://github.com/huge-success/sanic) - :star: 13885 :fork_and_knife: 1271 - A Python 3.6+ web server and web framework that's written to go fast. + * [:octocat: sanic](https://github.com/huge-success/sanic) - :star: 13886 :fork_and_knife: 1271 - A Python 3.6+ web server and web framework that's written to go fast. * [:earth_americas: vibora](https://vibora.io/) - Fast, efficient and asynchronous Web framework inspired by Flask. ## Robotics *Libraries for robotics.* -* [:octocat: PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics) - :star: 9456 :fork_and_knife: 3070 - This is a compilation of various robotics algorithms with visualizations. +* [:octocat: PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics) - :star: 9457 :fork_and_knife: 3070 - This is a compilation of various robotics algorithms with visualizations. * [:earth_americas: rospy](http://wiki.ros.org/rospy) - This is a library for ROS (Robot Operating System). ## RPC Servers *RPC-compatible servers.* -* [:octocat: zeroRPC](https://github.com/0rpc/zerorpc-python) - :star: 2633 :fork_and_knife: 341 - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/). +* [:octocat: zeroRPC](https://github.com/0rpc/zerorpc-python) - :star: 2632 :fork_and_knife: 341 - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/). * [:octocat: RPyC](https://github.com/tomerfiliba/rpyc) (Remote Python Call) - :star: 872 :fork_and_knife: 181 - A transparent and symmetric RPC library for Python ## Science @@ -985,20 +985,20 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: Biopython](http://biopython.org/wiki/Main_Page) - Biopython is a set of freely available tools for biological computation. * [:earth_americas: cclib](http://cclib.github.io/) - A library for parsing and interpreting the results of computational chemistry packages. * [:earth_americas: Colour](http://colour-science.org/) - Implementing a comprehensive number of colour theory transformations and algorithms. -* [:octocat: Karate Club](https://github.com/benedekrozemberczki/karateclub) - :star: 809 :fork_and_knife: 82 - Unsupervised machine learning toolbox for graph structured data. +* [:octocat: Karate Club](https://github.com/benedekrozemberczki/karateclub) - :star: 813 :fork_and_knife: 83 - Unsupervised machine learning toolbox for graph structured data. * [:earth_americas: NetworkX](https://networkx.github.io/) - A high-productivity software for complex networks. * [:earth_americas: NIPY](http://nipy.org) - A collection of neuroimaging toolkits. * [:earth_americas: NumPy](http://www.numpy.org/) - A fundamental package for scientific computing with Python. * [:earth_americas: Open Babel](http://openbabel.org/wiki/Main_Page) - A chemical toolbox designed to speak the many languages of chemical data. * [:octocat: ObsPy](https://github.com/obspy/obspy/wiki/) - A Python toolbox for seismology. * [:earth_americas: PyDy](http://www.pydy.org/) - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion. -* [:octocat: PyMC](https://github.com/pymc-devs/pymc3) - :star: 5110 :fork_and_knife: 1245 - Markov Chain Monte Carlo sampling toolkit. +* [:octocat: PyMC](https://github.com/pymc-devs/pymc3) - :star: 5112 :fork_and_knife: 1245 - Markov Chain Monte Carlo sampling toolkit. * [:earth_americas: QuTiP](http://qutip.org/) - Quantum Toolbox in Python. * [:earth_americas: RDKit](http://www.rdkit.org/) - Cheminformatics and Machine Learning Software. * [:earth_americas: SciPy](https://www.scipy.org/) - A Python-based ecosystem of open-source software for mathematics, science, and engineering. * [:octocat: statsmodels](https://github.com/statsmodels/statsmodels) - :star: 5254 :fork_and_knife: 1983 - Statistical modeling and econometrics in Python. * [:octocat: SymPy](https://github.com/sympy/sympy) - :star: 7101 :fork_and_knife: 3047 - A Python library for symbolic mathematics. -* [:octocat: Zipline](https://github.com/quantopian/zipline) - :star: 11425 :fork_and_knife: 3327 - A Pythonic algorithmic trading library. +* [:octocat: Zipline](https://github.com/quantopian/zipline) - :star: 11425 :fork_and_knife: 3328 - A Pythonic algorithmic trading library. * [:earth_americas: SimPy](https://bitbucket.org/simpy/simpy) - A process-based discrete-event simulation framework. ## Search @@ -1006,16 +1006,16 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries and software for indexing and performing search queries on data.* * [:earth_americas: elasticsearch-py](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/index.html) - The official low-level Python client for [Elasticsearch](https://www.elastic.co/products/elasticsearch). -* [:octocat: elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - :star: 2933 :fork_and_knife: 635 - The official high-level Python client for Elasticsearch. -* [:octocat: django-haystack](https://github.com/django-haystack/django-haystack) - :star: 2993 :fork_and_knife: 1204 - Modular search for Django. -* [:octocat: pysolr](https://github.com/django-haystack/pysolr) - :star: 552 :fork_and_knife: 301 - A lightweight Python wrapper for [Apache Solr](https://lucene.apache.org/solr/). +* [:octocat: elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - :star: 2933 :fork_and_knife: 636 - The official high-level Python client for Elasticsearch. +* [:octocat: django-haystack](https://github.com/django-haystack/django-haystack) - :star: 2994 :fork_and_knife: 1204 - Modular search for Django. +* [:octocat: pysolr](https://github.com/django-haystack/pysolr) - :star: 553 :fork_and_knife: 301 - A lightweight Python wrapper for [Apache Solr](https://lucene.apache.org/solr/). * [:earth_americas: whoosh](http://whoosh.readthedocs.io/en/latest/) - A fast, pure Python search engine library. ## Serialization *Libraries for serializing complex data types* -* [:octocat: marshmallow](https://github.com/marshmallow-code/marshmallow) - :star: 4800 :fork_and_knife: 503 - A lightweight library for converting complex objects to and from simple Python datatypes. +* [:octocat: marshmallow](https://github.com/marshmallow-code/marshmallow) - :star: 4802 :fork_and_knife: 503 - A lightweight library for converting complex objects to and from simple Python datatypes. * [:octocat: pysimdjson](https://github.com/TkTech/pysimdjson) - :star: 273 :fork_and_knife: 20 - A Python bindings for [simdjson](https://github.com/lemire/simdjson). * [:octocat: python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) - :star: 384 :fork_and_knife: 31 - A Python wrapper around [RapidJSON](https://github.com/Tencent/rapidjson). * [:octocat: ultrajson](https://github.com/esnme/ultrajson) - :star: 2865 :fork_and_knife: 290 - A fast JSON decoder and encoder written in C with Python bindings. @@ -1025,29 +1025,29 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Frameworks for developing serverless Python code.* * [:octocat: python-lambda](https://github.com/nficano/python-lambda) - :star: 1142 :fork_and_knife: 199 - A toolkit for developing and deploying Python code in AWS Lambda. -* [:octocat: Zappa](https://github.com/Miserlou/Zappa) - :star: 10750 :fork_and_knife: 1174 - A tool for deploying WSGI applications on AWS Lambda and API Gateway. +* [:octocat: Zappa](https://github.com/Miserlou/Zappa) - :star: 10751 :fork_and_knife: 1173 - A tool for deploying WSGI applications on AWS Lambda and API Gateway. ## Specific Formats Processing *Libraries for parsing and manipulating specific text formats.* * General - * [:octocat: tablib](https://github.com/jazzband/tablib) - :star: 3718 :fork_and_knife: 545 - A module for Tabular Datasets in XLS, CSV, JSON, YAML. + * [:octocat: tablib](https://github.com/jazzband/tablib) - :star: 3717 :fork_and_knife: 545 - A module for Tabular Datasets in XLS, CSV, JSON, YAML. * Office * [:earth_americas: openpyxl](https://openpyxl.readthedocs.io/en/stable/) - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files. * [:octocat: pyexcel](https://github.com/pyexcel/pyexcel) - :star: 813 :fork_and_knife: 128 - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files. - * [:octocat: python-docx](https://github.com/python-openxml/python-docx) - :star: 2239 :fork_and_knife: 648 - Reads, queries and modifies Microsoft Word 2007/2008 docx files. + * [:octocat: python-docx](https://github.com/python-openxml/python-docx) - :star: 2239 :fork_and_knife: 647 - Reads, queries and modifies Microsoft Word 2007/2008 docx files. * [:octocat: python-pptx](https://github.com/scanny/python-pptx) - :star: 1074 :fork_and_knife: 273 - Python library for creating and updating PowerPoint (.pptx) files. * [:octocat: unoconv](https://github.com/unoconv/unoconv) - :star: 1898 :fork_and_knife: 365 - Convert between any document format supported by LibreOffice/OpenOffice. - * [:octocat: XlsxWriter](https://github.com/jmcnamara/XlsxWriter) - :star: 2281 :fork_and_knife: 478 - A Python module for creating Excel .xlsx files. + * [:octocat: XlsxWriter](https://github.com/jmcnamara/XlsxWriter) - :star: 2282 :fork_and_knife: 478 - A Python module for creating Excel .xlsx files. * [:octocat: xlwings](https://github.com/ZoomerAnalytics/xlwings) - :star: 1735 :fork_and_knife: 332 - A BSD-licensed library that makes it easy to call Python from Excel and vice versa. * [:octocat: xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - :star: 952 :fork_and_knife: 270 - Writing and reading data and formatting information from Excel files. * PDF - * [:octocat: PDFMiner](https://github.com/euske/pdfminer) - :star: 4291 :fork_and_knife: 1000 - A tool for extracting information from PDF documents. - * [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - :star: 3190 :fork_and_knife: 816 - A library capable of splitting, merging and transforming PDF pages. + * [:octocat: PDFMiner](https://github.com/euske/pdfminer) - :star: 4293 :fork_and_knife: 1000 - A tool for extracting information from PDF documents. + * [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - :star: 3191 :fork_and_knife: 816 - A library capable of splitting, merging and transforming PDF pages. * [:earth_americas: ReportLab](https://www.reportlab.com/opensource/) - Allowing Rapid creation of rich PDF documents. * Markdown - * [:octocat: Mistune](https://github.com/lepture/mistune) - :star: 1796 :fork_and_knife: 186 - Fastest and full featured pure Python parsers of Markdown. + * [:octocat: Mistune](https://github.com/lepture/mistune) - :star: 1797 :fork_and_knife: 186 - Fastest and full featured pure Python parsers of Markdown. * [:octocat: Python-Markdown](https://github.com/waylan/Python-Markdown) - :star: 2179 :fork_and_knife: 525 - A Python implementation of John Gruber’s Markdown. * YAML * [:earth_americas: PyYAML](http://pyyaml.org/) - YAML implementations for Python. @@ -1060,7 +1060,7 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Static site generator is a software that takes some text + templates as input and produces HTML files on the output.* -* [:octocat: mkdocs](https://github.com/mkdocs/mkdocs/) - :star: 10304 :fork_and_knife: 1524 - Markdown friendly documentation generator. +* [:octocat: mkdocs](https://github.com/mkdocs/mkdocs/) - :star: 10307 :fork_and_knife: 1524 - Markdown friendly documentation generator. * [:octocat: pelican](https://github.com/getpelican/pelican) - :star: 9720 :fork_and_knife: 1644 - Static site generator that supports Markdown and reST syntax. * [:octocat: lektor](https://github.com/lektor/lektor) - :star: 3300 :fork_and_knife: 264 - An easy to use static CMS and blog engine. * [:octocat: nikola](https://github.com/getnikola/nikola) - :star: 1915 :fork_and_knife: 377 - A static website and blog generator. @@ -1084,7 +1084,7 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries and tools for templating and lexing.* -* [:octocat: Jinja2](https://github.com/pallets/jinja) - :star: 7114 :fork_and_knife: 1315 - A modern and designer friendly templating language. +* [:octocat: Jinja2](https://github.com/pallets/jinja) - :star: 7115 :fork_and_knife: 1315 - A modern and designer friendly templating language. * [:earth_americas: Genshi](https://genshi.edgewall.org/) - Python templating toolkit for generation of web-aware output. * [:earth_americas: Mako](http://www.makotemplates.org/) - Hyperfast and lightweight templating for the Python platform. @@ -1096,25 +1096,25 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: pytest](https://docs.pytest.org/en/latest/) - A mature full-featured Python testing tool. * [:octocat: hypothesis](https://github.com/HypothesisWorks/hypothesis) - :star: 4424 :fork_and_knife: 405 - Hypothesis is an advanced Quickcheck style property based testing library. * [:octocat: nose2](https://github.com/nose-devs/nose2) - :star: 636 :fork_and_knife: 129 - The successor to `nose`, based on `unittest2. - * [:octocat: Robot Framework](https://github.com/robotframework/robotframework) - :star: 4748 :fork_and_knife: 1433 - A generic test automation framework. + * [:octocat: Robot Framework](https://github.com/robotframework/robotframework) - :star: 4752 :fork_and_knife: 1434 - A generic test automation framework. * [:earth_americas: unittest](https://docs.python.org/3/library/unittest.html) - (Python standard library) Unit testing framework. * Test Runners * [:octocat: green](https://github.com/CleanCut/green) - :star: 651 :fork_and_knife: 71 - A clean, colorful test runner. * [:earth_americas: mamba](http://nestorsalceda.github.io/mamba/) - The definitive testing tool for Python. Born under the banner of BDD. * [:earth_americas: tox](https://tox.readthedocs.io/en/latest/) - Auto builds and tests distributions in multiple Python versions * GUI / Web Testing - * [:octocat: locust](https://github.com/locustio/locust) - :star: 13197 :fork_and_knife: 1847 - Scalable user load testing tool written in Python. - * [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - :star: 4004 :fork_and_knife: 562 - PyAutoGUI is a cross-platform GUI automation Python module for human beings. + * [:octocat: locust](https://github.com/locustio/locust) - :star: 13200 :fork_and_knife: 1847 - Scalable user load testing tool written in Python. + * [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - :star: 4006 :fork_and_knife: 562 - PyAutoGUI is a cross-platform GUI automation Python module for human beings. * [:earth_americas: Selenium](https://pypi.org/project/selenium/) - Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver. * [:octocat: sixpack](https://github.com/seatgeek/sixpack) - :star: 1638 :fork_and_knife: 187 - A language-agnostic A/B Testing framework. - * [:octocat: splinter](https://github.com/cobrateam/splinter) - :star: 2230 :fork_and_knife: 463 - Open source tool for testing web applications. + * [:octocat: splinter](https://github.com/cobrateam/splinter) - :star: 2229 :fork_and_knife: 463 - Open source tool for testing web applications. * Mock * [:earth_americas: mock](https://docs.python.org/3/library/unittest.mock.html) - (Python standard library) A mocking and patching library. * [:earth_americas: doublex](https://pypi.org/project/doublex/) - Powerful test doubles framework for Python. * [:octocat: freezegun](https://github.com/spulec/freezegun) - :star: 2456 :fork_and_knife: 182 - Travel through time by mocking the datetime module. * [:octocat: httmock](https://github.com/patrys/httmock) - :star: 406 :fork_and_knife: 48 - A mocking library for requests for Python 2.6+ and 3.2+. * [:octocat: httpretty](https://github.com/gabrielfalcao/HTTPretty) - :star: 1800 :fork_and_knife: 243 - HTTP request mock tool for Python. - * [:octocat: mocket](https://github.com/mindflayer/python-mocket) - :star: 185 :fork_and_knife: 27 - A socket mock framework with gevent/asyncio/SSL support. + * [:octocat: mocket](https://github.com/mindflayer/python-mocket) - :star: 185 :fork_and_knife: 28 - A socket mock framework with gevent/asyncio/SSL support. * [:octocat: responses](https://github.com/getsentry/responses) - :star: 2814 :fork_and_knife: 234 - A utility library for mocking out the requests Python library. * [:octocat: VCR.py](https://github.com/kevin1024/vcrpy) - :star: 1726 :fork_and_knife: 242 - Record and replay HTTP interactions on your tests. * Object Factories @@ -1126,7 +1126,7 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * Fake Data * [:octocat: mimesis](https://github.com/lk-geimfari/mimesis) - :star: 2885 :fork_and_knife: 251 - is a Python library that help you generate fake data. * [:octocat: fake2db](https://github.com/emirozer/fake2db) - :star: 2016 :fork_and_knife: 112 - Fake database generator. - * [:octocat: faker](https://github.com/joke2k/faker) - :star: 10069 :fork_and_knife: 1177 - A Python package that generates fake data. + * [:octocat: faker](https://github.com/joke2k/faker) - :star: 10070 :fork_and_knife: 1177 - A Python package that generates fake data. * [:earth_americas: radar](https://pypi.org/project/radar/) - Generate random datetime / time. ## Text Processing @@ -1134,30 +1134,30 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for parsing and manipulating plain texts.* * General - * [:octocat: chardet](https://github.com/chardet/chardet) - :star: 1333 :fork_and_knife: 188 - Python 2/3 compatible character encoding detector. + * [:octocat: chardet](https://github.com/chardet/chardet) - :star: 1334 :fork_and_knife: 188 - Python 2/3 compatible character encoding detector. * [:earth_americas: difflib](https://docs.python.org/3/library/difflib.html) - (Python standard library) Helpers for computing deltas. * [:octocat: ftfy](https://github.com/LuminosoInsight/python-ftfy) - :star: 2714 :fork_and_knife: 94 - Makes Unicode text less broken and more consistent automagically. - * [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - :star: 7036 :fork_and_knife: 753 - Fuzzy String Matching. + * [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - :star: 7038 :fork_and_knife: 754 - Fuzzy String Matching. * [:octocat: Levenshtein](https://github.com/ztane/python-Levenshtein/) - :star: 821 :fork_and_knife: 118 - Fast computation of Levenshtein distance and string similarity. * [:octocat: pangu.py](https://github.com/vinta/pangu.py) - :star: 147 :fork_and_knife: 21 - Paranoid text spacing. * [:octocat: pyfiglet](https://github.com/pwaller/pyfiglet) - :star: 659 :fork_and_knife: 69 - An implementation of figlet written in Python. - * [:octocat: pypinyin](https://github.com/mozillazg/python-pinyin) - :star: 2660 :fork_and_knife: 433 - Convert Chinese hanzi (漢字) to pinyin (拼音). + * [:octocat: pypinyin](https://github.com/mozillazg/python-pinyin) - :star: 2661 :fork_and_knife: 433 - Convert Chinese hanzi (漢字) to pinyin (拼音). * [:octocat: textdistance](https://github.com/orsinium/textdistance) - :star: 1699 :fork_and_knife: 151 - Compute distance between sequences with 30+ algorithms. * [:earth_americas: unidecode](https://pypi.org/project/Unidecode/) - ASCII transliterations of Unicode text. * Slugify * [:octocat: awesome-slugify](https://github.com/dimka665/awesome-slugify) - :star: 446 :fork_and_knife: 37 - A Python slugify library that can preserve unicode. * [:octocat: python-slugify](https://github.com/un33k/python-slugify) - :star: 864 :fork_and_knife: 76 - A Python slugify library that translates unicode to ASCII. - * [:octocat: unicode-slugify](https://github.com/mozilla/unicode-slugify) - :star: 293 :fork_and_knife: 53 - A slugifier that generates unicode slugs with Django as a dependency. + * [:octocat: unicode-slugify](https://github.com/mozilla/unicode-slugify) - :star: 293 :fork_and_knife: 54 - A slugifier that generates unicode slugs with Django as a dependency. * Unique identifiers * [:octocat: hashids](https://github.com/davidaurelio/hashids-python) - :star: 1087 :fork_and_knife: 82 - Implementation of [hashids](http://hashids.org) in Python. * [:octocat: shortuuid](https://github.com/skorokithakis/shortuuid) - :star: 1293 :fork_and_knife: 83 - A generator library for concise, unambiguous and URL-safe UUIDs. * Parser * [:octocat: ply](https://github.com/dabeaz/ply) - :star: 1679 :fork_and_knife: 291 - Implementation of lex and yacc parsing tools for Python. * [:earth_americas: pygments](http://pygments.org/) - A generic syntax highlighter. - * [:octocat: pyparsing](https://github.com/pyparsing/pyparsing) - :star: 762 :fork_and_knife: 128 - A general purpose framework for generating parsers. + * [:octocat: pyparsing](https://github.com/pyparsing/pyparsing) - :star: 763 :fork_and_knife: 128 - A general purpose framework for generating parsers. * [:octocat: python-nameparser](https://github.com/derek73/python-nameparser) - :star: 413 :fork_and_knife: 71 - Parsing human names into their individual components. * [:octocat: python-phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - :star: 2487 :fork_and_knife: 305 - Parsing, formatting, storing and validating international phone numbers. - * [:octocat: python-user-agents](https://github.com/selwin/python-user-agents) - :star: 1040 :fork_and_knife: 175 - Browser user agent parser. + * [:octocat: python-user-agents](https://github.com/selwin/python-user-agents) - :star: 1041 :fork_and_knife: 175 - Browser user agent parser. * [:octocat: sqlparse](https://github.com/andialbrecht/sqlparse) - :star: 2097 :fork_and_knife: 439 - A non-validating SQL parser. ## Third-party APIs @@ -1165,11 +1165,11 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for accessing third party services APIs. Also see [List of Python API Wrappers and Libraries](https://github.com/realpython/list-of-python-api-wrappers).* * [:earth_americas: apache-libcloud](https://libcloud.apache.org/) - One Python library for all clouds. -* [:octocat: boto3](https://github.com/boto/boto3) - :star: 5551 :fork_and_knife: 1190 - Python interface to Amazon Web Services. +* [:octocat: boto3](https://github.com/boto/boto3) - :star: 5553 :fork_and_knife: 1190 - Python interface to Amazon Web Services. * [:octocat: django-wordpress](https://github.com/istrategylabs/django-wordpress) - :star: 312 :fork_and_knife: 81 - WordPress models and views for Django. * [:octocat: facebook-sdk](https://github.com/mobolic/facebook-sdk) - :star: 2520 :fork_and_knife: 922 - Facebook Platform Python SDK. -* [:octocat: google-api-python-client](https://github.com/google/google-api-python-client) - :star: 3802 :fork_and_knife: 1632 - Google APIs Client Library for Python. -* [:octocat: gspread](https://github.com/burnash/gspread) - :star: 4774 :fork_and_knife: 730 - Google Spreadsheets Python API. +* [:octocat: google-api-python-client](https://github.com/google/google-api-python-client) - :star: 3806 :fork_and_knife: 1632 - Google APIs Client Library for Python. +* [:octocat: gspread](https://github.com/burnash/gspread) - :star: 4775 :fork_and_knife: 730 - Google Spreadsheets Python API. * [:octocat: twython](https://github.com/ryanmcgrath/twython) - :star: 1719 :fork_and_knife: 396 - A Python wrapper for the Twitter API. ## URL Manipulation @@ -1185,17 +1185,17 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for manipulating video and GIFs.* -* [:octocat: vidgear](https://github.com/abhiTronix/vidgear) - :star: 1277 :fork_and_knife: 94 - Most Powerful multi-threaded Video Processing framework. +* [:octocat: vidgear](https://github.com/abhiTronix/vidgear) - :star: 1279 :fork_and_knife: 96 - Most Powerful multi-threaded Video Processing framework. * [:earth_americas: moviepy](https://zulko.github.io/moviepy/) - A module for script-based movie editing with many formats, including animated GIFs. -* [:octocat: scikit-video](https://github.com/aizvorski/scikit-video) - :star: 99 :fork_and_knife: 22 - Video processing routines for SciPy. +* [:octocat: scikit-video](https://github.com/aizvorski/scikit-video) - :star: 99 :fork_and_knife: 23 - Video processing routines for SciPy. ## Web Asset Management *Tools for managing, compressing and minifying website assets.* -* [:octocat: django-compressor](https://github.com/django-compressor/django-compressor) - :star: 2342 :fork_and_knife: 556 - Compresses linked and inline JavaScript or CSS into a single cached file. +* [:octocat: django-compressor](https://github.com/django-compressor/django-compressor) - :star: 2343 :fork_and_knife: 556 - Compresses linked and inline JavaScript or CSS into a single cached file. * [:octocat: django-pipeline](https://github.com/jazzband/django-pipeline) - :star: 1370 :fork_and_knife: 342 - An asset packaging library for Django. -* [:octocat: django-storages](https://github.com/jschneier/django-storages) - :star: 1617 :fork_and_knife: 631 - A collection of custom storage back ends for Django. +* [:octocat: django-storages](https://github.com/jschneier/django-storages) - :star: 1620 :fork_and_knife: 631 - A collection of custom storage back ends for Django. * [:earth_americas: fanstatic](http://www.fanstatic.org/en/latest/) - Packages, optimizes, and serves static file dependencies as Python packages. * [:earth_americas: fileconveyor](http://wimleers.com/fileconveyor) - A daemon to detect and sync files to CDNs, S3 and FTP. * [:octocat: flask-assets](https://github.com/miracle2k/flask-assets) - :star: 400 :fork_and_knife: 88 - Helps you integrate webassets into your Flask app. @@ -1208,8 +1208,8 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: html2text](https://github.com/Alir3z4/html2text) - :star: 944 :fork_and_knife: 171 - Convert HTML to Markdown-formatted text. * [:octocat: lassie](https://github.com/michaelhelmick/lassie) - :star: 503 :fork_and_knife: 39 - Web Content Retrieval for Humans. * [:octocat: micawber](https://github.com/coleifer/micawber) - :star: 496 :fork_and_knife: 73 - A small library for extracting rich content from URLs. -* [:octocat: newspaper](https://github.com/codelucas/newspaper) - :star: 9775 :fork_and_knife: 1617 - News extraction, article extraction and content curation in Python. -* [:octocat: python-readability](https://github.com/buriy/python-readability) - :star: 1826 :fork_and_knife: 311 - Fast Python port of arc90's readability tool. +* [:octocat: newspaper](https://github.com/codelucas/newspaper) - :star: 9775 :fork_and_knife: 1618 - News extraction, article extraction and content curation in Python. +* [:octocat: python-readability](https://github.com/buriy/python-readability) - :star: 1826 :fork_and_knife: 310 - Fast Python port of arc90's readability tool. * [:octocat: requests-html](https://github.com/psf/requests-html) - :star: 10993 :fork_and_knife: 710 - Pythonic HTML Parsing for Humans. * [:octocat: sumy](https://github.com/miso-belica/sumy) - :star: 2301 :fork_and_knife: 416 - A module for automatic summarization of text documents and HTML pages. * [:octocat: textract](https://github.com/deanmalmgren/textract) - :star: 2829 :fork_and_knife: 400 - Extract text from any document, Word, PowerPoint, PDFs, etc. @@ -1222,11 +1222,11 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: cola](https://github.com/chineking/cola) - :star: 1369 :fork_and_knife: 542 - A distributed crawling framework. * [:earth_americas: feedparser](https://pythonhosted.org/feedparser/) - Universal feed parser. * [:octocat: grab](https://github.com/lorien/grab) - :star: 1943 :fork_and_knife: 244 - Site scraping framework. -* [:octocat: MechanicalSoup](https://github.com/MechanicalSoup/MechanicalSoup) - :star: 3506 :fork_and_knife: 310 - A Python library for automating interaction with websites. -* [:octocat: pyspider](https://github.com/binux/pyspider) - :star: 14407 :fork_and_knife: 3501 - A powerful spider system. +* [:octocat: MechanicalSoup](https://github.com/MechanicalSoup/MechanicalSoup) - :star: 3507 :fork_and_knife: 310 - A Python library for automating interaction with websites. +* [:octocat: pyspider](https://github.com/binux/pyspider) - :star: 14405 :fork_and_knife: 3499 - A powerful spider system. * [:octocat: robobrowser](https://github.com/jmcarp/robobrowser) - :star: 3459 :fork_and_knife: 317 - A simple, Pythonic library for browsing the web without a standalone web browser. * [:earth_americas: scrapy](https://scrapy.org/) - A fast high-level screen scraping and web crawling framework. -* [:octocat: portia](https://github.com/scrapinghub/portia) - :star: 7784 :fork_and_knife: 1260 - Visual scraping for Scrapy. +* [:octocat: portia](https://github.com/scrapinghub/portia) - :star: 7785 :fork_and_knife: 1259 - Visual scraping for Scrapy. ## Web Frameworks @@ -1234,13 +1234,13 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * Synchronous * [:earth_americas: Django](https://www.djangoproject.com/) - The most popular web framework in Python. - * [:octocat: awesome-django](https://github.com/wsvincent/awesome-django) - :star: 2277 :fork_and_knife: 444 + * [:octocat: awesome-django](https://github.com/wsvincent/awesome-django) - :star: 2278 :fork_and_knife: 445 * [:octocat: awesome-django](https://github.com/shahraizali/awesome-django) - :star: 383 :fork_and_knife: 72 * [:earth_americas: Flask](http://flask.pocoo.org/) - A microframework for Python. * [:octocat: awesome-flask](https://github.com/humiaozuzu/awesome-flask) - :star: 8898 :fork_and_knife: 1338 * [:earth_americas: Pyramid](https://pylonsproject.org/) - A small, fast, down-to-earth, open source Python web framework. * [:octocat: awesome-pyramid](https://github.com/uralbash/awesome-pyramid) - :star: 486 :fork_and_knife: 54 - * [:octocat: Masonite](https://github.com/MasoniteFramework/masonite) - :star: 1408 :fork_and_knife: 88 - The modern and developer centric Python web framework. + * [:octocat: Masonite](https://github.com/MasoniteFramework/masonite) - :star: 1407 :fork_and_knife: 88 - The modern and developer centric Python web framework. * Asynchronous * [:earth_americas: Tornado](http://www.tornadoweb.org/en/latest/) - A web framework and asynchronous networking library. @@ -1250,17 +1250,17 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: autobahn-python](https://github.com/crossbario/autobahn-python) - :star: 2183 :fork_and_knife: 617 - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). * [:octocat: channels](https://github.com/django/channels) - :star: 4436 :fork_and_knife: 603 - Developer-friendly asynchrony for Django. -* [:octocat: websockets](https://github.com/aaugustin/websockets) - :star: 2766 :fork_and_knife: 323 - A library for building WebSocket servers and clients with a focus on correctness and simplicity. +* [:octocat: websockets](https://github.com/aaugustin/websockets) - :star: 2767 :fork_and_knife: 323 - A library for building WebSocket servers and clients with a focus on correctness and simplicity. ## WSGI Servers *WSGI-compatible web servers.* -* [:octocat: bjoern](https://github.com/jonashaag/bjoern) - :star: 2356 :fork_and_knife: 172 - Asynchronous, very fast and written in C. -* [:octocat: gunicorn](https://github.com/benoitc/gunicorn) - :star: 6941 :fork_and_knife: 1296 - Pre-forked, partly written in C. +* [:octocat: bjoern](https://github.com/jonashaag/bjoern) - :star: 2357 :fork_and_knife: 172 - Asynchronous, very fast and written in C. +* [:octocat: gunicorn](https://github.com/benoitc/gunicorn) - :star: 6940 :fork_and_knife: 1296 - Pre-forked, partly written in C. * [:earth_americas: uWSGI](https://uwsgi-docs.readthedocs.io/en/latest/) - A project aims at developing a full stack for building hosting services, written in C. * [:octocat: waitress](https://github.com/Pylons/waitress) - :star: 777 :fork_and_knife: 110 - Multi-threaded, powers Pyramid. -* [:octocat: werkzeug](https://github.com/pallets/werkzeug) - :star: 5354 :fork_and_knife: 1459 - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects. +* [:octocat: werkzeug](https://github.com/pallets/werkzeug) - :star: 5356 :fork_and_knife: 1459 - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects. # Resources From 9195b68fe1d8ff44e29f5c303bf879b0ef81c82d Mon Sep 17 00:00:00 2001 From: trananhkma Date: Wed, 8 Jul 2020 11:49:03 +0700 Subject: [PATCH 6/8] "update 2020-07-08T11:49:03.699177" --- README.md | 866 +++++++++++++++++++++++++++--------------------------- 1 file changed, 433 insertions(+), 433 deletions(-) diff --git a/README.md b/README.md index 4922a78..87b63ac 100644 --- a/README.md +++ b/README.md @@ -105,42 +105,42 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for administrative interfaces.* -* [:octocat: ajenti](https://github.com/ajenti/ajenti) - :star: 6043 :fork_and_knife: 740 - The admin panel your servers deserve. +* [:octocat: ajenti](https://github.com/ajenti/ajenti) - :star: 6054 :fork_and_knife: 740 - The admin panel your servers deserve. * [:earth_americas: django-grappelli](https://grappelliproject.com/) - A jazzy skin for the Django Admin-Interface. -* [:octocat: django-jet](https://github.com/geex-arts/django-jet) - :star: 2773 :fork_and_knife: 599 - Modern responsive template for the Django admin interface with improved functionality. +* [:octocat: django-jet](https://github.com/geex-arts/django-jet) - :star: 2777 :fork_and_knife: 602 - Modern responsive template for the Django admin interface with improved functionality. * [:earth_americas: django-suit](https://djangosuit.com/) - Alternative Django Admin-Interface (free only for Non-commercial use). -* [:octocat: django-xadmin](https://github.com/sshwsfc/xadmin) - :star: 4404 :fork_and_knife: 1353 - Drop-in replacement of Django admin comes with lots of goodies. -* [:octocat: jet-bridge](https://github.com/jet-admin/jet-bridge) - :star: 730 :fork_and_knife: 65 - Admin panel framework for any application with nice UI (ex Jet Django) -* [:octocat: flask-admin](https://github.com/flask-admin/flask-admin) - :star: 4293 :fork_and_knife: 1225 - Simple and extensible administrative interface framework for Flask. -* [:octocat: flower](https://github.com/mher/flower) - :star: 4299 :fork_and_knife: 747 - Real-time monitor and web admin for Celery. -* [:octocat: wooey](https://github.com/wooey/wooey) - :star: 1451 :fork_and_knife: 162 - A Django app which creates automatic web UIs for Python scripts. +* [:octocat: django-xadmin](https://github.com/sshwsfc/xadmin) - :star: 4409 :fork_and_knife: 1364 - Drop-in replacement of Django admin comes with lots of goodies. +* [:octocat: jet-bridge](https://github.com/jet-admin/jet-bridge) - :star: 733 :fork_and_knife: 65 - Admin panel framework for any application with nice UI (ex Jet Django) +* [:octocat: flask-admin](https://github.com/flask-admin/flask-admin) - :star: 4305 :fork_and_knife: 1230 - Simple and extensible administrative interface framework for Flask. +* [:octocat: flower](https://github.com/mher/flower) - :star: 4319 :fork_and_knife: 755 - Real-time monitor and web admin for Celery. +* [:octocat: wooey](https://github.com/wooey/wooey) - :star: 1452 :fork_and_knife: 163 - A Django app which creates automatic web UIs for Python scripts. ## Algorithms and Design Patterns *Python implementation of data structures, algorithms and design patterns.* * Algorithms - * [:octocat: TheAlgorithms](https://github.com/TheAlgorithms/Python) - :star: 77677 :fork_and_knife: 23370 - All Algorithms implemented in Python. - * [:octocat: algorithms](https://github.com/keon/algorithms) - :star: 17473 :fork_and_knife: 3531 - Minimal examples of data structures and algorithms. - * [:octocat: python-ds](https://github.com/prabhupant/python-ds) - :star: 977 :fork_and_knife: 324 - A collection of data structure and algorithms for coding interviews. - * [:octocat: sortedcontainers](https://github.com/grantjenks/python-sortedcontainers) - :star: 1760 :fork_and_knife: 111 - Fast and pure-Python implementation of sorted collections. + * [:octocat: TheAlgorithms](https://github.com/TheAlgorithms/Python) - :star: 78815 :fork_and_knife: 23668 - All Algorithms implemented in Python. + * [:octocat: algorithms](https://github.com/keon/algorithms) - :star: 17504 :fork_and_knife: 3536 - Minimal examples of data structures and algorithms. + * [:octocat: python-ds](https://github.com/prabhupant/python-ds) - :star: 986 :fork_and_knife: 328 - A collection of data structure and algorithms for coding interviews. + * [:octocat: sortedcontainers](https://github.com/grantjenks/python-sortedcontainers) - :star: 1775 :fork_and_knife: 113 - Fast and pure-Python implementation of sorted collections. * Design Patterns - * [:octocat: PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - :star: 1000 :fork_and_knife: 95 - A simple yet effective library for implementing common design patterns. - * [:octocat: python-patterns](https://github.com/faif/python-patterns) - :star: 25069 :fork_and_knife: 5300 - A collection of design patterns in Python. - * [:octocat: transitions](https://github.com/pytransitions/transitions) - :star: 3038 :fork_and_knife: 380 - A lightweight, object-oriented finite state machine implementation. + * [:octocat: PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - :star: 1005 :fork_and_knife: 95 - A simple yet effective library for implementing common design patterns. + * [:octocat: python-patterns](https://github.com/faif/python-patterns) - :star: 25123 :fork_and_knife: 5313 - A collection of design patterns in Python. + * [:octocat: transitions](https://github.com/pytransitions/transitions) - :star: 3045 :fork_and_knife: 380 - A lightweight, object-oriented finite state machine implementation. ## ASGI Servers *[ASGI](https://asgi.readthedocs.io/en/latest/)-compatible web servers.* -* [:octocat: uvicorn](https://github.com/encode/uvicorn) - :star: 2733 :fork_and_knife: 199 - A lightning-fast ASGI server implementation, using uvloop and httptools. -* [:octocat: daphne](https://github.com/django/daphne) - :star: 1291 :fork_and_knife: 166 - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP. +* [:octocat: uvicorn](https://github.com/encode/uvicorn) - :star: 2757 :fork_and_knife: 198 - A lightning-fast ASGI server implementation, using uvloop and httptools. +* [:octocat: daphne](https://github.com/django/daphne) - :star: 1299 :fork_and_knife: 167 - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP. ## Asynchronous Programming * [:earth_americas: asyncio](https://docs.python.org/3/library/asyncio.html) - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks. - [awesome-asyncio](https://github.com/timofurrer/awesome-asyncio) -* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 6984 :fork_and_knife: 410 - Ultra fast asyncio event loop. +* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 6996 :fork_and_knife: 408 - Ultra fast asyncio event loop. * [:earth_americas: Twisted](https://twistedmatrix.com/trac/) - An event-driven networking engine. ## Audio @@ -148,32 +148,32 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for manipulating audio and its metadata.* * Audio - * [:octocat: audioread](https://github.com/beetbox/audioread) - :star: 330 :fork_and_knife: 78 - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. - * [:octocat: dejavu](https://github.com/worldveil/dejavu) - :star: 5017 :fork_and_knife: 1170 - Audio fingerprinting and recognition. - * [:octocat: matchering](https://github.com/sergree/matchering) - :star: 216 :fork_and_knife: 38 - A library for automated reference audio mastering. + * [:octocat: audioread](https://github.com/beetbox/audioread) - :star: 332 :fork_and_knife: 78 - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. + * [:octocat: dejavu](https://github.com/worldveil/dejavu) - :star: 5030 :fork_and_knife: 1172 - Audio fingerprinting and recognition. + * [:octocat: matchering](https://github.com/sergree/matchering) - :star: 217 :fork_and_knife: 39 - A library for automated reference audio mastering. * [:earth_americas: mingus](http://bspaans.github.io/python-mingus/) - An advanced music theory and notation package with MIDI file and playback support. - * [:octocat: pyAudioAnalysis](https://github.com/tyiannak/pyAudioAnalysis) - :star: 3242 :fork_and_knife: 879 - Audio feature extraction, classification, segmentation and applications. - * [:octocat: pydub](https://github.com/jiaaro/pydub) - :star: 4537 :fork_and_knife: 632 - Manipulate audio with a simple and easy high level interface. - * [:octocat: TimeSide](https://github.com/Parisson/TimeSide) - :star: 288 :fork_and_knife: 48 - Open web audio processing framework. + * [:octocat: pyAudioAnalysis](https://github.com/tyiannak/pyAudioAnalysis) - :star: 3260 :fork_and_knife: 882 - Audio feature extraction, classification, segmentation and applications. + * [:octocat: pydub](https://github.com/jiaaro/pydub) - :star: 4554 :fork_and_knife: 632 - Manipulate audio with a simple and easy high level interface. + * [:octocat: TimeSide](https://github.com/Parisson/TimeSide) - :star: 289 :fork_and_knife: 49 - Open web audio processing framework. * Metadata - * [:octocat: beets](https://github.com/beetbox/beets) - :star: 9437 :fork_and_knife: 1595 - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger. - * [:octocat: eyeD3](https://github.com/nicfit/eyeD3) - :star: 233 :fork_and_knife: 38 - A tool for working with audio files, specifically MP3 files containing ID3 metadata. - * [:octocat: mutagen](https://github.com/quodlibet/mutagen) - :star: 620 :fork_and_knife: 90 - A Python module to handle audio metadata. - * [:octocat: tinytag](https://github.com/devsnd/tinytag) - :star: 397 :fork_and_knife: 77 - A library for reading music meta data of MP3, OGG, FLAC and Wave files. + * [:octocat: beets](https://github.com/beetbox/beets) - :star: 9446 :fork_and_knife: 1594 - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger. + * [:octocat: eyeD3](https://github.com/nicfit/eyeD3) - :star: 235 :fork_and_knife: 37 - A tool for working with audio files, specifically MP3 files containing ID3 metadata. + * [:octocat: mutagen](https://github.com/quodlibet/mutagen) - :star: 627 :fork_and_knife: 91 - A Python module to handle audio metadata. + * [:octocat: tinytag](https://github.com/devsnd/tinytag) - :star: 396 :fork_and_knife: 77 - A library for reading music meta data of MP3, OGG, FLAC and Wave files. ## Authentication *Libraries for implementing authentications schemes.* * OAuth - * [:octocat: authlib](https://github.com/lepture/authlib) - :star: 1892 :fork_and_knife: 191 - JavaScript Object Signing and Encryption draft implementation. - * [:octocat: django-allauth](https://github.com/pennersr/django-allauth) - :star: 5593 :fork_and_knife: 1982 - Authentication app for Django that "just works." - * [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - :star: 1958 :fork_and_knife: 556 - OAuth 2 goodies for Django. - * [:octocat: oauthlib](https://github.com/idan/oauthlib) - :star: 2048 :fork_and_knife: 413 - A generic and thorough implementation of the OAuth request-signing logic. - * [:octocat: python-oauth2](https://github.com/joestump/python-oauth2) - :star: 2918 :fork_and_knife: 1042 - A fully tested, abstract interface to creating OAuth clients and servers. - * [:octocat: python-social-auth](https://github.com/omab/python-social-auth) - :star: 2788 :fork_and_knife: 1141 - An easy-to-setup social authentication mechanism. + * [:octocat: authlib](https://github.com/lepture/authlib) - :star: 1904 :fork_and_knife: 192 - JavaScript Object Signing and Encryption draft implementation. + * [:octocat: django-allauth](https://github.com/pennersr/django-allauth) - :star: 5623 :fork_and_knife: 1990 - Authentication app for Django that "just works." + * [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - :star: 1961 :fork_and_knife: 557 - OAuth 2 goodies for Django. + * [:octocat: oauthlib](https://github.com/idan/oauthlib) - :star: 2055 :fork_and_knife: 414 - A generic and thorough implementation of the OAuth request-signing logic. + * [:octocat: python-oauth2](https://github.com/joestump/python-oauth2) - :star: 2919 :fork_and_knife: 1041 - A fully tested, abstract interface to creating OAuth clients and servers. + * [:octocat: python-social-auth](https://github.com/omab/python-social-auth) - :star: 2790 :fork_and_knife: 1141 - An easy-to-setup social authentication mechanism. * JWT - * [:octocat: pyjwt](https://github.com/jpadilla/pyjwt) - :star: 3320 :fork_and_knife: 428 - JSON Web Token implementation in Python. + * [:octocat: pyjwt](https://github.com/jpadilla/pyjwt) - :star: 3329 :fork_and_knife: 429 - JSON Web Token implementation in Python. * [:octocat: python-jose](https://github.com/mpdavis/python-jose/) - :star: 635 :fork_and_knife: 126 - A JOSE implementation in Python. * [:octocat: python-jwt](https://github.com/davedoesdev/python-jwt) - :star: 171 :fork_and_knife: 23 - A module for generating and verifying JSON Web Tokens. @@ -183,8 +183,8 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: BitBake](http://www.yoctoproject.org/docs/1.6/bitbake-user-manual/bitbake-user-manual.html) - A make-like build tool for embedded Linux. * [:earth_americas: buildout](http://www.buildout.org/en/latest/) - A build system for creating, assembling and deploying applications from multiple parts. -* [:octocat: PlatformIO](https://github.com/platformio/platformio-core) - :star: 4171 :fork_and_knife: 533 - A console tool to build code with different development platforms. -* [:octocat: pybuilder](https://github.com/pybuilder/pybuilder) - :star: 1219 :fork_and_knife: 220 - A continuous build tool written in pure Python. +* [:octocat: PlatformIO](https://github.com/platformio/platformio-core) - :star: 4183 :fork_and_knife: 536 - A console tool to build code with different development platforms. +* [:octocat: pybuilder](https://github.com/pybuilder/pybuilder) - :star: 1220 :fork_and_knife: 220 - A continuous build tool written in pure Python. * [:earth_americas: SCons](http://www.scons.org/) - A software construction tool. ## Built-in Classes Enhancement @@ -192,10 +192,10 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for enhancing Python built-in classes.* * [:earth_americas: dataclasses](https://docs.python.org/3/library/dataclasses.html) - (Python standard library) Data classes. -* [:octocat: attrs](https://github.com/python-attrs/attrs) - :star: 3119 :fork_and_knife: 219 - Replacement for `__init__`, `__eq__`, `__repr__`, etc. boilerplate in class definitions. -* [:octocat: bidict](https://github.com/jab/bidict) - :star: 607 :fork_and_knife: 34 - Efficient, Pythonic bidirectional map data structures and related functionality.. -* [:octocat: Box](https://github.com/cdgriffith/Box) - :star: 1473 :fork_and_knife: 60 - Python dictionaries with advanced dot notation access. -* [:octocat: DottedDict](https://github.com/carlosescri/DottedDict) - :star: 98 :fork_and_knife: 12 - A library that provides a method of accessing lists and dicts with a dotted path notation. +* [:octocat: attrs](https://github.com/python-attrs/attrs) - :star: 3124 :fork_and_knife: 220 - Replacement for `__init__`, `__eq__`, `__repr__`, etc. boilerplate in class definitions. +* [:octocat: bidict](https://github.com/jab/bidict) - :star: 611 :fork_and_knife: 34 - Efficient, Pythonic bidirectional map data structures and related functionality.. +* [:octocat: Box](https://github.com/cdgriffith/Box) - :star: 1477 :fork_and_knife: 60 - Python dictionaries with advanced dot notation access. +* [:octocat: DottedDict](https://github.com/carlosescri/DottedDict) - :star: 100 :fork_and_knife: 12 - A library that provides a method of accessing lists and dicts with a dotted path notation. ## CMS @@ -203,56 +203,56 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: wagtail](https://wagtail.io/) - A Django content management system. * [:earth_americas: django-cms](https://www.django-cms.org/en/) - An Open source enterprise CMS based on the Django. -* [:octocat: feincms](https://github.com/feincms/feincms) - :star: 775 :fork_and_knife: 223 - One of the most advanced Content Management Systems built on Django. -* [:octocat: indico](https://github.com/indico/indico) - :star: 1050 :fork_and_knife: 240 - A feature-rich event management system, made @ [CERN](https://en.wikipedia.org/wiki/CERN). -* [:octocat: Kotti](https://github.com/Kotti/Kotti) - :star: 351 :fork_and_knife: 114 - A high-level, Pythonic web application framework built on Pyramid. -* [:octocat: mezzanine](https://github.com/stephenmcd/mezzanine) - :star: 4091 :fork_and_knife: 1480 - A powerful, consistent, and flexible content management platform. +* [:octocat: feincms](https://github.com/feincms/feincms) - :star: 776 :fork_and_knife: 223 - One of the most advanced Content Management Systems built on Django. +* [:octocat: indico](https://github.com/indico/indico) - :star: 1052 :fork_and_knife: 241 - A feature-rich event management system, made @ [CERN](https://en.wikipedia.org/wiki/CERN). +* [:octocat: Kotti](https://github.com/Kotti/Kotti) - :star: 352 :fork_and_knife: 114 - A high-level, Pythonic web application framework built on Pyramid. +* [:octocat: mezzanine](https://github.com/stephenmcd/mezzanine) - :star: 4095 :fork_and_knife: 1478 - A powerful, consistent, and flexible content management platform. * [:earth_americas: plone](https://plone.org/) - A CMS built on top of the open source application server Zope. -* [:octocat: quokka](https://github.com/rochacbruno/quokka) - :star: 2190 :fork_and_knife: 461 - Flexible, extensible, small CMS powered by Flask and MongoDB. +* [:octocat: quokka](https://github.com/rochacbruno/quokka) - :star: 2192 :fork_and_knife: 465 - Flexible, extensible, small CMS powered by Flask and MongoDB. ## Caching *Libraries for caching data.* -* [:octocat: beaker](https://github.com/bbangert/beaker) - :star: 443 :fork_and_knife: 127 - A WSGI middleware for sessions and caching. +* [:octocat: beaker](https://github.com/bbangert/beaker) - :star: 444 :fork_and_knife: 127 - A WSGI middleware for sessions and caching. * [:octocat: django-cache-machine](https://github.com/django-cache-machine/django-cache-machine) - :star: 788 :fork_and_knife: 154 - Automatic caching and invalidation for Django models. -* [:octocat: django-cacheops](https://github.com/Suor/django-cacheops) - :star: 1256 :fork_and_knife: 161 - A slick ORM cache with automatic granular event-driven invalidation. +* [:octocat: django-cacheops](https://github.com/Suor/django-cacheops) - :star: 1260 :fork_and_knife: 161 - A slick ORM cache with automatic granular event-driven invalidation. * [:earth_americas: dogpile.cache](http://dogpilecache.readthedocs.io/en/latest/) - dogpile.cache is next generation replacement for Beaker made by same authors. * [:earth_americas: HermesCache](https://pypi.org/project/HermesCache/) - Python caching library with tag-based invalidation and dogpile effect prevention. -* [:octocat: pylibmc](https://github.com/lericson/pylibmc) - :star: 432 :fork_and_knife: 120 - A Python wrapper around the [libmemcached](https://libmemcached.org/libMemcached.html) interface. +* [:octocat: pylibmc](https://github.com/lericson/pylibmc) - :star: 433 :fork_and_knife: 120 - A Python wrapper around the [libmemcached](https://libmemcached.org/libMemcached.html) interface. * [:earth_americas: python-diskcache](http://www.grantjenks.com/docs/diskcache/) - SQLite and file backed cache backend with faster lookups than memcached and redis. ## ChatOps Tools *Libraries for chatbot development.* -* [:octocat: errbot](https://github.com/errbotio/errbot/) - :star: 2264 :fork_and_knife: 500 - The easiest and most popular chatbot to implement ChatOps. +* [:octocat: errbot](https://github.com/errbotio/errbot/) - :star: 2266 :fork_and_knife: 501 - The easiest and most popular chatbot to implement ChatOps. ## Code Analysis *Tools of static analysis, linters and code quality checkers. Also see [awesome-static-analysis](https://github.com/mre/awesome-static-analysis).* * Code Analysis - * [:octocat: coala](https://github.com/coala/coala/) - :star: 3021 :fork_and_knife: 1351 - Language independent and easily extendable code analysis application. - * [:octocat: code2flow](https://github.com/scottrogowski/code2flow) - :star: 741 :fork_and_knife: 125 - Turn your Python and JavaScript code into DOT flowcharts. - * [:octocat: prospector](https://github.com/PyCQA/prospector) - :star: 1267 :fork_and_knife: 111 - A tool to analyse Python code. - * [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - :star: 1439 :fork_and_knife: 246 - A library that visualises the flow (call graph) of your Python application. - * [:octocat: vulture](https://github.com/jendrikseipp/vulture) - :star: 952 :fork_and_knife: 52 - A tool for finding and analysing dead Python code. + * [:octocat: coala](https://github.com/coala/coala/) - :star: 3025 :fork_and_knife: 1350 - Language independent and easily extendable code analysis application. + * [:octocat: code2flow](https://github.com/scottrogowski/code2flow) - :star: 744 :fork_and_knife: 125 - Turn your Python and JavaScript code into DOT flowcharts. + * [:octocat: prospector](https://github.com/PyCQA/prospector) - :star: 1270 :fork_and_knife: 111 - A tool to analyse Python code. + * [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - :star: 1442 :fork_and_knife: 247 - A library that visualises the flow (call graph) of your Python application. + * [:octocat: vulture](https://github.com/jendrikseipp/vulture) - :star: 962 :fork_and_knife: 52 - A tool for finding and analysing dead Python code. * Code Linters * [:earth_americas: flake8](https://pypi.org/project/flake8/) - A wrapper around `pycodestyle`, `pyflakes` and McCabe. - * [:octocat: awesome-flake8-extensions](https://github.com/DmytroLitvinov/awesome-flake8-extensions) - :star: 344 :fork_and_knife: 16 + * [:octocat: awesome-flake8-extensions](https://github.com/DmytroLitvinov/awesome-flake8-extensions) - :star: 345 :fork_and_knife: 15 * [:earth_americas: pylint](https://www.pylint.org/) - A fully customizable source code analyzer. - * [:octocat: pylama](https://github.com/klen/pylama) - :star: 706 :fork_and_knife: 72 - A code audit tool for Python and JavaScript. - * [:octocat: wemake-python-styleguide](https://github.com/wemake-services/wemake-python-styleguide) - :star: 1045 :fork_and_knife: 207 - The strictest and most opinionated python linter ever. + * [:octocat: pylama](https://github.com/klen/pylama) - :star: 707 :fork_and_knife: 72 - A code audit tool for Python and JavaScript. + * [:octocat: wemake-python-styleguide](https://github.com/wemake-services/wemake-python-styleguide) - :star: 1051 :fork_and_knife: 207 - The strictest and most opinionated python linter ever. * Code Formatters - * [:octocat: black](https://github.com/python/black) - :star: 16556 :fork_and_knife: 1001 - The uncompromising Python code formatter. - * [:octocat: yapf](https://github.com/google/yapf) - :star: 10777 :fork_and_knife: 726 - Yet another Python code formatter from Google. + * [:octocat: black](https://github.com/python/black) - :star: 16643 :fork_and_knife: 1007 - The uncompromising Python code formatter. + * [:octocat: yapf](https://github.com/google/yapf) - :star: 10801 :fork_and_knife: 730 - Yet another Python code formatter from Google. * Static Type Checkers, also see [awesome-python-typing](https://github.com/typeddjango/awesome-python-typing) * [:earth_americas: mypy](http://mypy-lang.org/) - Check variable types during compile time. - * [:octocat: typeshed](https://github.com/python/typeshed) - :star: 1727 :fork_and_knife: 865 - Collection of library stubs for Python, with static types. - * [:octocat: pyre-check](https://github.com/facebook/pyre-check) - :star: 3428 :fork_and_knife: 195 - Performant type checking. + * [:octocat: typeshed](https://github.com/python/typeshed) - :star: 1735 :fork_and_knife: 871 - Collection of library stubs for Python, with static types. + * [:octocat: pyre-check](https://github.com/facebook/pyre-check) - :star: 3439 :fork_and_knife: 195 - Performant type checking. * Static Type Annotations Generators - * [:octocat: MonkeyType](https://github.com/Instagram/MonkeyType) - :star: 3005 :fork_and_knife: 113 - A system for Python that generates static type annotations by collecting runtime types + * [:octocat: MonkeyType](https://github.com/Instagram/MonkeyType) - :star: 3020 :fork_and_knife: 112 - A system for Python that generates static type annotations by collecting runtime types ## Command-line Interface Development @@ -263,56 +263,56 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: click](http://click.pocoo.org/dev/) - A package for creating beautiful command line interfaces in a composable way. * [:earth_americas: cliff](https://docs.openstack.org/developer/cliff/) - A framework for creating command-line programs with multi-level commands. * [:earth_americas: docopt](http://docopt.org/) - Pythonic command line arguments parser. - * [:octocat: python-fire](https://github.com/google/python-fire) - :star: 17257 :fork_and_knife: 1057 - A library for creating command line interfaces from absolutely any Python object. - * [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - :star: 6358 :fork_and_knife: 482 - A library for building powerful interactive command lines. + * [:octocat: python-fire](https://github.com/google/python-fire) - :star: 17294 :fork_and_knife: 1061 - A library for creating command line interfaces from absolutely any Python object. + * [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - :star: 6375 :fork_and_knife: 485 - A library for building powerful interactive command lines. * Terminal Rendering - * [:octocat: asciimatics](https://github.com/peterbrittain/asciimatics) - :star: 1886 :fork_and_knife: 156 - A package to create full-screen text UIs (from interactive forms to ASCII animations). - * [:octocat: bashplotlib](https://github.com/glamp/bashplotlib) - :star: 1417 :fork_and_knife: 115 - Making basic plots in the terminal. + * [:octocat: asciimatics](https://github.com/peterbrittain/asciimatics) - :star: 1895 :fork_and_knife: 158 - A package to create full-screen text UIs (from interactive forms to ASCII animations). + * [:octocat: bashplotlib](https://github.com/glamp/bashplotlib) - :star: 1426 :fork_and_knife: 115 - Making basic plots in the terminal. * [:earth_americas: colorama](https://pypi.org/project/colorama/) - Cross-platform colored terminal text. - * [:octocat: rich](https://github.com/willmcgugan/rich) - :star: 7722 :fork_and_knife: 182 - Python library for rich text and beautiful formatting in the terminal. Also provides a great `RichHandler` log handler. - * [:octocat: tqdm](https://github.com/tqdm/tqdm) - :star: 14978 :fork_and_knife: 775 - Fast, extensible progress bar for loops and CLI. - * [:octocat: alive-progress](https://github.com/rsalmei/alive-progress) - :star: 647 :fork_and_knife: 20 - A new kind of Progress Bar, with real-time throughput, eta and very cool animations. + * [:octocat: rich](https://github.com/willmcgugan/rich) - :star: 9424 :fork_and_knife: 223 - Python library for rich text and beautiful formatting in the terminal. Also provides a great `RichHandler` log handler. + * [:octocat: tqdm](https://github.com/tqdm/tqdm) - :star: 15046 :fork_and_knife: 779 - Fast, extensible progress bar for loops and CLI. + * [:octocat: alive-progress](https://github.com/rsalmei/alive-progress) - :star: 659 :fork_and_knife: 21 - A new kind of Progress Bar, with real-time throughput, eta and very cool animations. ## Command-line Tools *Useful CLI-based tools for productivity.* * Productivity Tools - * [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - :star: 12297 :fork_and_knife: 1306 - A command-line utility that creates projects from cookiecutters (project templates). - * [:octocat: doitlive](https://github.com/sloria/doitlive) - :star: 2773 :fork_and_knife: 87 - A tool for live presentations in the terminal. - * [:octocat: howdoi](https://github.com/gleitz/howdoi) - :star: 8171 :fork_and_knife: 747 - Instant coding answers via the command line. - * [:octocat: Invoke](https://github.com/pyinvoke/invoke#readme) - :star: 2895 :fork_and_knife: 260 - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks. - * [:octocat: PathPicker](https://github.com/facebook/PathPicker) - :star: 4413 :fork_and_knife: 269 - Select files out of bash output. - * [:octocat: percol](https://github.com/mooz/percol) - :star: 2926 :fork_and_knife: 147 - Adds flavor of interactive selection to the traditional pipe concept on UNIX. - * [:octocat: thefuck](https://github.com/nvbn/thefuck) - :star: 54074 :fork_and_knife: 2717 - Correcting your previous console command. - * [:octocat: tmuxp](https://github.com/tony/tmuxp) - :star: 2781 :fork_and_knife: 181 - A [tmux](https://github.com/tmux/tmux) session manager. - * [:octocat: try](https://github.com/timofurrer/try) - :star: 548 :fork_and_knife: 29 - A dead simple CLI to try out python packages - it's never been easier. + * [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - :star: 12358 :fork_and_knife: 1312 - A command-line utility that creates projects from cookiecutters (project templates). + * [:octocat: doitlive](https://github.com/sloria/doitlive) - :star: 2782 :fork_and_knife: 87 - A tool for live presentations in the terminal. + * [:octocat: howdoi](https://github.com/gleitz/howdoi) - :star: 8215 :fork_and_knife: 750 - Instant coding answers via the command line. + * [:octocat: Invoke](https://github.com/pyinvoke/invoke#readme) - :star: 2912 :fork_and_knife: 260 - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks. + * [:octocat: PathPicker](https://github.com/facebook/PathPicker) - :star: 4419 :fork_and_knife: 270 - Select files out of bash output. + * [:octocat: percol](https://github.com/mooz/percol) - :star: 2927 :fork_and_knife: 147 - Adds flavor of interactive selection to the traditional pipe concept on UNIX. + * [:octocat: thefuck](https://github.com/nvbn/thefuck) - :star: 54129 :fork_and_knife: 2715 - Correcting your previous console command. + * [:octocat: tmuxp](https://github.com/tony/tmuxp) - :star: 2793 :fork_and_knife: 181 - A [tmux](https://github.com/tmux/tmux) session manager. + * [:octocat: try](https://github.com/timofurrer/try) - :star: 552 :fork_and_knife: 29 - A dead simple CLI to try out python packages - it's never been easier. * CLI Enhancements - * [:octocat: httpie](https://github.com/jakubroztocil/httpie) - :star: 47134 :fork_and_knife: 3050 - A command line HTTP client, a user-friendly cURL replacement. - * [:octocat: kube-shell](https://github.com/cloudnativelabs/kube-shell) - :star: 1622 :fork_and_knife: 130 - An integrated shell for working with the Kubernetes CLI. - * [:octocat: mycli](https://github.com/dbcli/mycli) - :star: 8747 :fork_and_knife: 532 - MySQL CLI with autocompletion and syntax highlighting. - * [:octocat: pgcli](https://github.com/dbcli/pgcli) - :star: 8771 :fork_and_knife: 403 - PostgreSQL CLI with autocompletion and syntax highlighting. - * [:octocat: iredis](https://github.com/laixintao/iredis) - :star: 1099 :fork_and_knife: 39 - Redis CLI with autocompletion and syntax highlighting. - * [:octocat: litecli](https://github.com/dbcli/litecli) - :star: 1152 :fork_and_knife: 33 - SQLite CLI with autocompletion and syntax highlighting. - * [:octocat: saws](https://github.com/donnemartin/saws) - :star: 4516 :fork_and_knife: 245 - A Supercharged [aws-cli](https://github.com/aws/aws-cli). + * [:octocat: httpie](https://github.com/jakubroztocil/httpie) - :star: 47362 :fork_and_knife: 3055 - A command line HTTP client, a user-friendly cURL replacement. + * [:octocat: kube-shell](https://github.com/cloudnativelabs/kube-shell) - :star: 1628 :fork_and_knife: 131 - An integrated shell for working with the Kubernetes CLI. + * [:octocat: mycli](https://github.com/dbcli/mycli) - :star: 8765 :fork_and_knife: 533 - MySQL CLI with autocompletion and syntax highlighting. + * [:octocat: pgcli](https://github.com/dbcli/pgcli) - :star: 8796 :fork_and_knife: 404 - PostgreSQL CLI with autocompletion and syntax highlighting. + * [:octocat: iredis](https://github.com/laixintao/iredis) - :star: 1109 :fork_and_knife: 40 - Redis CLI with autocompletion and syntax highlighting. + * [:octocat: litecli](https://github.com/dbcli/litecli) - :star: 1157 :fork_and_knife: 33 - SQLite CLI with autocompletion and syntax highlighting. + * [:octocat: saws](https://github.com/donnemartin/saws) - :star: 4523 :fork_and_knife: 245 - A Supercharged [aws-cli](https://github.com/aws/aws-cli). ## Compatibility *Libraries for migrating from Python 2 to 3.* * [:earth_americas: python-future](http://python-future.org/index.html) - The missing compatibility layer between Python 2 and Python 3. -* [:octocat: python-modernize](https://github.com/mitsuhiko/python-modernize) - :star: 540 :fork_and_knife: 67 - Modernizes Python code for eventual Python 3 migration. +* [:octocat: python-modernize](https://github.com/mitsuhiko/python-modernize) - :star: 541 :fork_and_knife: 67 - Modernizes Python code for eventual Python 3 migration. * [:earth_americas: six](https://pypi.org/project/six/) - Python 2 and 3 compatibility utilities. ## Computer Vision *Libraries for Computer Vision.* -* [:octocat: Kornia](https://github.com/kornia/kornia/) - :star: 2553 :fork_and_knife: 265 - Open Source Differentiable Computer Vision Library for PyTorch. +* [:octocat: Kornia](https://github.com/kornia/kornia/) - :star: 2578 :fork_and_knife: 267 - Open Source Differentiable Computer Vision Library for PyTorch. * [:earth_americas: OpenCV](https://opencv.org/) - Open Source Computer Vision Library. -* [:octocat: pytesseract](https://github.com/madmaze/pytesseract) - :star: 2973 :fork_and_knife: 453 - Another wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr). +* [:octocat: pytesseract](https://github.com/madmaze/pytesseract) - :star: 2996 :fork_and_knife: 458 - Another wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr). * [:octocat: tesserocr](https://github.com/sirfz/tesserocr) - :star: 1264 :fork_and_knife: 177 - A simple, Pillow-friendly, wrapper around the `tesseract-ocr` API for OCR. -* [:octocat: SimpleCV](https://github.com/sightmachine/SimpleCV) - :star: 2419 :fork_and_knife: 760 - An open source framework for building computer vision applications. +* [:octocat: SimpleCV](https://github.com/sightmachine/SimpleCV) - :star: 2423 :fork_and_knife: 761 - An open source framework for building computer vision applications. ## Concurrency and Parallelism @@ -321,170 +321,170 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: concurrent.futures](https://docs.python.org/3/library/concurrent.futures.html) - (Python standard library) A high-level interface for asynchronously executing callables. * [:earth_americas: multiprocessing](https://docs.python.org/3/library/multiprocessing.html) - (Python standard library) Process-based parallelism. * [:earth_americas: eventlet](http://eventlet.net/) - Asynchronous framework with WSGI support. -* [:octocat: gevent](http://www.gevent.org/) - :star: 1148 :fork_and_knife: 182 - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet). -* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 6984 :fork_and_knife: 410 - Ultra fast implementation of `asyncio` event loop on top of `libuv`. -* [:octocat: scoop](https://github.com/soravux/scoop) - :star: 455 :fork_and_knife: 74 - Scalable Concurrent Operations in Python. +* [:octocat: gevent](http://www.gevent.org/) - :star: 1148 :fork_and_knife: 181 - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet). +* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 6996 :fork_and_knife: 408 - Ultra fast implementation of `asyncio` event loop on top of `libuv`. +* [:octocat: scoop](https://github.com/soravux/scoop) - :star: 456 :fork_and_knife: 75 - Scalable Concurrent Operations in Python. ## Configuration *Libraries for storing and parsing configuration options.* -* [:octocat: configobj](https://github.com/DiffSK/configobj) - :star: 230 :fork_and_knife: 52 - INI file parser with validation. +* [:octocat: configobj](https://github.com/DiffSK/configobj) - :star: 229 :fork_and_knife: 52 - INI file parser with validation. * [:earth_americas: configparser](https://docs.python.org/3/library/configparser.html) - (Python standard library) INI file parser. * [:earth_americas: profig](https://profig.readthedocs.io/en/latest/) - Config from multiple formats with value conversion. -* [:octocat: python-decouple](https://github.com/henriquebastos/python-decouple) - :star: 1365 :fork_and_knife: 125 - Strict separation of settings from code. -* [:octocat: hydra](https://github.com/facebookresearch/hydra) - :star: 2492 :fork_and_knife: 170 - Hydra is a framework for elegantly configuring complex applications. +* [:octocat: python-decouple](https://github.com/henriquebastos/python-decouple) - :star: 1368 :fork_and_knife: 125 - Strict separation of settings from code. +* [:octocat: hydra](https://github.com/facebookresearch/hydra) - :star: 2523 :fork_and_knife: 172 - Hydra is a framework for elegantly configuring complex applications. ## Cryptography * [:earth_americas: cryptography](https://cryptography.io/en/latest/) - A package designed to expose cryptographic primitives and recipes to Python developers. -* [:octocat: paramiko](https://github.com/paramiko/paramiko) - :star: 6330 :fork_and_knife: 1559 - The leading native Python SSHv2 protocol library. +* [:octocat: paramiko](https://github.com/paramiko/paramiko) - :star: 6341 :fork_and_knife: 1566 - The leading native Python SSHv2 protocol library. * [:earth_americas: passlib](https://passlib.readthedocs.io/en/stable/) - Secure password storage/hashing library, very high level. -* [:octocat: pynacl](https://github.com/pyca/pynacl) - :star: 706 :fork_and_knife: 142 - Python binding to the Networking and Cryptography (NaCl) library. +* [:octocat: pynacl](https://github.com/pyca/pynacl) - :star: 706 :fork_and_knife: 143 - Python binding to the Networking and Cryptography (NaCl) library. ## Data Analysis *Libraries for data analyzing.* -* [:octocat: Blaze](https://github.com/blaze/blaze) - :star: 2885 :fork_and_knife: 371 - NumPy and Pandas interface to Big Data. +* [:octocat: Blaze](https://github.com/blaze/blaze) - :star: 2888 :fork_and_knife: 372 - NumPy and Pandas interface to Big Data. * [:octocat: Open Mining](https://github.com/mining/mining) - :star: 1088 :fork_and_knife: 222 - Business Intelligence (BI) in Pandas interface. * [:earth_americas: Orange](https://orange.biolab.si/) - Data mining, data visualization, analysis and machine learning through visual programming or scripts. * [:earth_americas: Pandas](http://pandas.pydata.org/) - A library providing high-performance, easy-to-use data structures and data analysis tools. -* [:octocat: Optimus](https://github.com/ironmussa/Optimus) - :star: 905 :fork_and_knife: 185 - Agile Data Science Workflows made easy with PySpark. -* [:octocat: AWS Data Wrangler](https://github.com/awslabs/aws-data-wrangler) - :star: 816 :fork_and_knife: 111 - Pandas on AWS. +* [:octocat: Optimus](https://github.com/ironmussa/Optimus) - :star: 905 :fork_and_knife: 186 - Agile Data Science Workflows made easy with PySpark. +* [:octocat: AWS Data Wrangler](https://github.com/awslabs/aws-data-wrangler) - :star: 828 :fork_and_knife: 113 - Pandas on AWS. ## Data Validation *Libraries for validating data. Used for forms in many cases.* -* [:octocat: Cerberus](https://github.com/pyeve/cerberus) - :star: 2112 :fork_and_knife: 192 - A lightweight and extensible data validation library. +* [:octocat: Cerberus](https://github.com/pyeve/cerberus) - :star: 2120 :fork_and_knife: 192 - A lightweight and extensible data validation library. * [:earth_americas: colander](https://docs.pylonsproject.org/projects/colander/en/latest/) - Validating and deserializing data obtained via XML, JSON, an HTML form post. -* [:octocat: jsonschema](https://github.com/Julian/jsonschema) - :star: 2837 :fork_and_knife: 420 - An implementation of [JSON Schema](http://json-schema.org/) for Python. -* [:octocat: schema](https://github.com/keleshev/schema) - :star: 2092 :fork_and_knife: 157 - A library for validating Python data structures. -* [:octocat: Schematics](https://github.com/schematics/schematics) - :star: 2348 :fork_and_knife: 284 - Data Structure Validation. +* [:octocat: jsonschema](https://github.com/Julian/jsonschema) - :star: 2843 :fork_and_knife: 420 - An implementation of [JSON Schema](http://json-schema.org/) for Python. +* [:octocat: schema](https://github.com/keleshev/schema) - :star: 2098 :fork_and_knife: 156 - A library for validating Python data structures. +* [:octocat: Schematics](https://github.com/schematics/schematics) - :star: 2352 :fork_and_knife: 285 - Data Structure Validation. * [:octocat: valideer](https://github.com/podio/valideer) - :star: 235 :fork_and_knife: 17 - Lightweight extensible data validation and adaptation library. -* [:octocat: voluptuous](https://github.com/alecthomas/voluptuous) - :star: 1622 :fork_and_knife: 186 - A Python data validation library. +* [:octocat: voluptuous](https://github.com/alecthomas/voluptuous) - :star: 1623 :fork_and_knife: 186 - A Python data validation library. ## Data Visualization *Libraries for visualizing data. Also see [awesome-javascript](https://github.com/sorrycc/awesome-javascript#data-visualization).* -* [:octocat: Altair](https://github.com/altair-viz/altair) - :star: 5667 :fork_and_knife: 525 - Declarative statistical visualization library for Python. -* [:octocat: Bokeh](https://github.com/bokeh/bokeh) - :star: 13629 :fork_and_knife: 3450 - Interactive Web Plotting for Python. -* [:octocat: bqplot](https://github.com/bloomberg/bqplot) - :star: 2811 :fork_and_knife: 408 - Interactive Plotting Library for the Jupyter Notebook +* [:octocat: Altair](https://github.com/altair-viz/altair) - :star: 5684 :fork_and_knife: 524 - Declarative statistical visualization library for Python. +* [:octocat: Bokeh](https://github.com/bokeh/bokeh) - :star: 13661 :fork_and_knife: 3459 - Interactive Web Plotting for Python. +* [:octocat: bqplot](https://github.com/bloomberg/bqplot) - :star: 2817 :fork_and_knife: 409 - Interactive Plotting Library for the Jupyter Notebook * [:earth_americas: Dash](https://plot.ly/products/dash/) - Built on top of Flask, React and Plotly aimed at analytical web applications. - * [:octocat: awesome-dash](https://github.com/Acrotrend/awesome-dash) - :star: 813 :fork_and_knife: 132 -* [:octocat: diagrams](https://github.com/mingrammer/diagrams) - :star: 5347 :fork_and_knife: 284 - Diagram as Code. -* [:octocat: plotnine](https://github.com/has2k1/plotnine) - :star: 2270 :fork_and_knife: 119 - A grammar of graphics for Python based on ggplot2. + * [:octocat: awesome-dash](https://github.com/Acrotrend/awesome-dash) - :star: 824 :fork_and_knife: 134 +* [:octocat: diagrams](https://github.com/mingrammer/diagrams) - :star: 5392 :fork_and_knife: 288 - Diagram as Code. +* [:octocat: plotnine](https://github.com/has2k1/plotnine) - :star: 2273 :fork_and_knife: 119 - A grammar of graphics for Python based on ggplot2. * [:earth_americas: Matplotlib](http://matplotlib.org/) - A Python 2D plotting library. * [:earth_americas: Pygal](http://www.pygal.org/en/latest/) - A Python SVG Charts Creator. * [:earth_americas: PyGraphviz](https://pypi.org/project/pygraphviz/) - Python interface to [Graphviz](http://www.graphviz.org/). * [:earth_americas: PyQtGraph](http://www.pyqtgraph.org/) - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets. -* [:octocat: Seaborn](https://github.com/mwaskom/seaborn) - :star: 7360 :fork_and_knife: 1263 - Statistical data visualization using Matplotlib. -* [:octocat: VisPy](https://github.com/vispy/vispy) - :star: 2364 :fork_and_knife: 520 - High-performance scientific visualization based on OpenGL. +* [:octocat: Seaborn](https://github.com/mwaskom/seaborn) - :star: 7385 :fork_and_knife: 1265 - Statistical data visualization using Matplotlib. +* [:octocat: VisPy](https://github.com/vispy/vispy) - :star: 2372 :fork_and_knife: 518 - High-performance scientific visualization based on OpenGL. ## Database *Databases implemented in Python.* * [:octocat: pickleDB](https://github.com/patx/pickledb) - :star: 481 :fork_and_knife: 88 - A simple and lightweight key-value store for Python. -* [:octocat: tinydb](https://github.com/msiemens/tinydb) - :star: 3554 :fork_and_knife: 325 - A tiny, document-oriented database. -* [:octocat: ZODB](https://github.com/zopefoundation/ZODB) - :star: 402 :fork_and_knife: 57 - A native object database for Python. A key-value and object graph database. +* [:octocat: tinydb](https://github.com/msiemens/tinydb) - :star: 3568 :fork_and_knife: 327 - A tiny, document-oriented database. +* [:octocat: ZODB](https://github.com/zopefoundation/ZODB) - :star: 404 :fork_and_knife: 57 - A native object database for Python. A key-value and object graph database. ## Database Drivers *Libraries for connecting and operating databases.* * MySQL - [awesome-mysql](http://shlomi-noach.github.io/awesome-mysql/) - * [:octocat: mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - :star: 1751 :fork_and_knife: 294 - MySQL connector with Python 3 support ([mysql-python](https://sourceforge.net/projects/mysql-python/) fork). - * [:octocat: PyMySQL](https://github.com/PyMySQL/PyMySQL) - :star: 5982 :fork_and_knife: 1210 - A pure Python MySQL driver compatible to mysql-python. + * [:octocat: mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - :star: 1754 :fork_and_knife: 296 - MySQL connector with Python 3 support ([mysql-python](https://sourceforge.net/projects/mysql-python/) fork). + * [:octocat: PyMySQL](https://github.com/PyMySQL/PyMySQL) - :star: 6002 :fork_and_knife: 1214 - A pure Python MySQL driver compatible to mysql-python. * PostgreSQL - [awesome-postgres](https://github.com/dhamaniasad/awesome-postgres) * [:earth_americas: psycopg2](http://initd.org/psycopg/) - The most popular PostgreSQL adapter for Python. - * [:octocat: queries](https://github.com/gmr/queries) - :star: 223 :fork_and_knife: 25 - A wrapper of the psycopg2 library for interacting with PostgreSQL. + * [:octocat: queries](https://github.com/gmr/queries) - :star: 224 :fork_and_knife: 25 - A wrapper of the psycopg2 library for interacting with PostgreSQL. * Other Relational Databases * [:earth_americas: pymssql](https://pymssql.readthedocs.io/en/latest/) - A simple database interface to Microsoft SQL Server. - * [:octocat: SuperSQLite](https://github.com/plasticityai/supersqlite) - :star: 636 :fork_and_knife: 16 - A supercharged SQLite library built on top of [apsw](https://github.com/rogerbinns/apsw). + * [:octocat: SuperSQLite](https://github.com/plasticityai/supersqlite) - :star: 637 :fork_and_knife: 16 - A supercharged SQLite library built on top of [apsw](https://github.com/rogerbinns/apsw). * NoSQL Databases - * [:octocat: cassandra-driver](https://github.com/datastax/python-driver) - :star: 1155 :fork_and_knife: 435 - The Python Driver for Apache Cassandra. - * [:octocat: happybase](https://github.com/wbolster/happybase) - :star: 536 :fork_and_knife: 150 - A developer-friendly library for Apache HBase. - * [:octocat: kafka-python](https://github.com/dpkp/kafka-python) - :star: 3907 :fork_and_knife: 1073 - The Python client for Apache Kafka. + * [:octocat: cassandra-driver](https://github.com/datastax/python-driver) - :star: 1155 :fork_and_knife: 436 - The Python Driver for Apache Cassandra. + * [:octocat: happybase](https://github.com/wbolster/happybase) - :star: 537 :fork_and_knife: 151 - A developer-friendly library for Apache HBase. + * [:octocat: kafka-python](https://github.com/dpkp/kafka-python) - :star: 3914 :fork_and_knife: 1074 - The Python client for Apache Kafka. * [:earth_americas: py2neo](https://py2neo.org/) - A client library and toolkit for working with Neo4j. - * [:octocat: pymongo](https://github.com/mongodb/mongo-python-driver) - :star: 3053 :fork_and_knife: 944 - The official Python client for MongoDB. - * [:octocat: redis-py](https://github.com/andymccurdy/redis-py) - :star: 8631 :fork_and_knife: 1853 - The Python client for Redis. + * [:octocat: pymongo](https://github.com/mongodb/mongo-python-driver) - :star: 3058 :fork_and_knife: 943 - The official Python client for MongoDB. + * [:octocat: redis-py](https://github.com/andymccurdy/redis-py) - :star: 8652 :fork_and_knife: 1851 - The Python client for Redis. * Asynchronous Clients - * [:octocat: motor](https://github.com/mongodb/motor) - :star: 1493 :fork_and_knife: 132 - The async Python driver for MongoDB. + * [:octocat: motor](https://github.com/mongodb/motor) - :star: 1495 :fork_and_knife: 132 - The async Python driver for MongoDB. ## Date and Time *Libraries for working with dates and times.* * [:earth_americas: Arrow](https://arrow.readthedocs.io/en/latest/) - A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps. -* [:octocat: Chronyk](https://github.com/KoffeinFlummi/Chronyk) - :star: 308 :fork_and_knife: 11 - A Python 3 library for parsing human-written times and dates. -* [:octocat: dateutil](https://github.com/dateutil/dateutil) - :star: 1317 :fork_and_knife: 324 - Extensions to the standard Python [datetime](https://docs.python.org/3/library/datetime.html) module. -* [:octocat: delorean](https://github.com/myusuf3/delorean/) - :star: 1662 :fork_and_knife: 110 - A library for clearing up the inconvenient truths that arise dealing with datetimes. +* [:octocat: Chronyk](https://github.com/KoffeinFlummi/Chronyk) - :star: 309 :fork_and_knife: 11 - A Python 3 library for parsing human-written times and dates. +* [:octocat: dateutil](https://github.com/dateutil/dateutil) - :star: 1320 :fork_and_knife: 325 - Extensions to the standard Python [datetime](https://docs.python.org/3/library/datetime.html) module. +* [:octocat: delorean](https://github.com/myusuf3/delorean/) - :star: 1664 :fork_and_knife: 109 - A library for clearing up the inconvenient truths that arise dealing with datetimes. * [:octocat: moment](https://github.com/zachwill/moment) - :star: 637 :fork_and_knife: 41 - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/). -* [:octocat: Pendulum](https://github.com/sdispater/pendulum) - :star: 3952 :fork_and_knife: 219 - Python datetimes made easy. +* [:octocat: Pendulum](https://github.com/sdispater/pendulum) - :star: 3959 :fork_and_knife: 219 - Python datetimes made easy. * [:octocat: PyTime](https://github.com/shinux/PyTime) - :star: 136 :fork_and_knife: 20 - An easy-to-use Python module which aims to operate date/time/datetime by string. * [:earth_americas: pytz](https://launchpad.net/pytz) - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python. * [:octocat: when.py](https://github.com/dirn/When.py) - :star: 184 :fork_and_knife: 16 - Providing user-friendly functions to help perform common date and time actions. -* [:octocat: maya](https://github.com/timofurrer/maya) - :star: 3155 :fork_and_knife: 197 - Datetimes for Humans. +* [:octocat: maya](https://github.com/timofurrer/maya) - :star: 3158 :fork_and_knife: 197 - Datetimes for Humans. ## Debugging Tools *Libraries for debugging code.* * pdb-like Debugger - * [:octocat: ipdb](https://github.com/gotcha/ipdb) - :star: 1206 :fork_and_knife: 115 - IPython-enabled [pdb](https://docs.python.org/3/library/pdb.html). - * [:octocat: pdb++](https://github.com/antocuni/pdb) - :star: 514 :fork_and_knife: 35 - Another drop-in replacement for pdb. - * [:octocat: pudb](https://github.com/inducer/pudb) - :star: 1766 :fork_and_knife: 161 - A full-screen, console-based Python debugger. + * [:octocat: ipdb](https://github.com/gotcha/ipdb) - :star: 1211 :fork_and_knife: 115 - IPython-enabled [pdb](https://docs.python.org/3/library/pdb.html). + * [:octocat: pdb++](https://github.com/antocuni/pdb) - :star: 518 :fork_and_knife: 36 - Another drop-in replacement for pdb. + * [:octocat: pudb](https://github.com/inducer/pudb) - :star: 1778 :fork_and_knife: 161 - A full-screen, console-based Python debugger. * [:octocat: wdb](https://github.com/Kozea/wdb) - :star: 1477 :fork_and_knife: 98 - An improbable web debugger through WebSockets. * Tracing - * [:octocat: lptrace](https://github.com/khamidou/lptrace) - :star: 660 :fork_and_knife: 39 - [strace](http://man7.org/linux/man-pages/man1/strace.1.html) for Python programs. + * [:octocat: lptrace](https://github.com/khamidou/lptrace) - :star: 662 :fork_and_knife: 39 - [strace](http://man7.org/linux/man-pages/man1/strace.1.html) for Python programs. * [:octocat: manhole](https://github.com/ionelmc/python-manhole) - :star: 284 :fork_and_knife: 14 - Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt. - * [:octocat: pyringe](https://github.com/google/pyringe) - :star: 1575 :fork_and_knife: 68 - Debugger capable of attaching to and injecting code into Python processes. + * [:octocat: pyringe](https://github.com/google/pyringe) - :star: 1574 :fork_and_knife: 68 - Debugger capable of attaching to and injecting code into Python processes. * [:octocat: python-hunter](https://github.com/ionelmc/python-hunter) - :star: 542 :fork_and_knife: 24 - A flexible code tracing toolkit. * Profiler - * [:octocat: line_profiler](https://github.com/rkern/line_profiler) - :star: 3429 :fork_and_knife: 234 - Line-by-line profiling. + * [:octocat: line_profiler](https://github.com/rkern/line_profiler) - :star: 3431 :fork_and_knife: 238 - Line-by-line profiling. * [:octocat: memory_profiler](https://github.com/fabianp/memory_profiler) - :star: 53 :fork_and_knife: 10 - Monitor Memory usage of Python code. - * [:octocat: profiling](https://github.com/what-studio/profiling) - :star: 2988 :fork_and_knife: 118 - An interactive Python profiler. - * [:octocat: py-spy](https://github.com/benfred/py-spy) - :star: 5633 :fork_and_knife: 217 - A sampling profiler for Python programs. Written in Rust. - * [:octocat: pyflame](https://github.com/uber/pyflame) - :star: 2819 :fork_and_knife: 215 - A ptracing profiler For Python. - * [:octocat: vprof](https://github.com/nvdv/vprof) - :star: 3649 :fork_and_knife: 167 - Visual Python profiler. + * [:octocat: profiling](https://github.com/what-studio/profiling) - :star: 3001 :fork_and_knife: 118 - An interactive Python profiler. + * [:octocat: py-spy](https://github.com/benfred/py-spy) - :star: 5661 :fork_and_knife: 217 - A sampling profiler for Python programs. Written in Rust. + * [:octocat: pyflame](https://github.com/uber/pyflame) - :star: 2821 :fork_and_knife: 215 - A ptracing profiler For Python. + * [:octocat: vprof](https://github.com/nvdv/vprof) - :star: 3650 :fork_and_knife: 167 - Visual Python profiler. * Others - * [:octocat: icecream](https://github.com/gruns/icecream) - :star: 1514 :fork_and_knife: 33 - Inspect variables, expressions, and program execution with a single, simple function call. - * [:octocat: django-debug-toolbar](https://github.com/jazzband/django-debug-toolbar) - :star: 5986 :fork_and_knife: 876 - Display various debug information for Django. - * [:octocat: django-devserver](https://github.com/dcramer/django-devserver) - :star: 1253 :fork_and_knife: 166 - A drop-in replacement for Django's runserver. + * [:octocat: icecream](https://github.com/gruns/icecream) - :star: 1516 :fork_and_knife: 33 - Inspect variables, expressions, and program execution with a single, simple function call. + * [:octocat: django-debug-toolbar](https://github.com/jazzband/django-debug-toolbar) - :star: 6000 :fork_and_knife: 876 - Display various debug information for Django. + * [:octocat: django-devserver](https://github.com/dcramer/django-devserver) - :star: 1254 :fork_and_knife: 166 - A drop-in replacement for Django's runserver. * [:octocat: flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - :star: 753 :fork_and_knife: 117 - A port of the django-debug-toolbar to flask. - * [:octocat: pyelftools](https://github.com/eliben/pyelftools) - :star: 1026 :fork_and_knife: 361 - Parsing and analyzing ELF files and DWARF debugging information. + * [:octocat: pyelftools](https://github.com/eliben/pyelftools) - :star: 1028 :fork_and_knife: 361 - Parsing and analyzing ELF files and DWARF debugging information. ## Deep Learning *Frameworks for Neural Networks and Deep Learning. Also see [awesome-deep-learning](https://github.com/ChristosChristofidis/awesome-deep-learning).* -* [:octocat: caffe](https://github.com/BVLC/caffe) - :star: 30492 :fork_and_knife: 18376 - A fast open framework for deep learning.. -* [:octocat: keras](https://github.com/keras-team/keras) - :star: 48793 :fork_and_knife: 18399 - A high-level neural networks library and capable of running on top of either TensorFlow or Theano. -* [:octocat: mxnet](https://github.com/dmlc/mxnet) - :star: 18825 :fork_and_knife: 6686 - A deep learning framework designed for both efficiency and flexibility. -* [:octocat: pytorch](https://github.com/pytorch/pytorch) - :star: 39830 :fork_and_knife: 10304 - Tensors and Dynamic neural networks in Python with strong GPU acceleration. -* [:octocat: SerpentAI](https://github.com/SerpentAI/SerpentAI) - :star: 5591 :fork_and_knife: 622 - Game agent framework. Use any video game as a deep learning sandbox. -* [:octocat: tensorflow](https://github.com/tensorflow/tensorflow) - :star: 145984 :fork_and_knife: 81859 - The most popular Deep Learning framework created by Google. -* [:octocat: Theano](https://github.com/Theano/Theano) - :star: 9180 :fork_and_knife: 2515 - A library for fast numerical computation. +* [:octocat: caffe](https://github.com/BVLC/caffe) - :star: 30524 :fork_and_knife: 18393 - A fast open framework for deep learning.. +* [:octocat: keras](https://github.com/keras-team/keras) - :star: 48879 :fork_and_knife: 18413 - A high-level neural networks library and capable of running on top of either TensorFlow or Theano. +* [:octocat: mxnet](https://github.com/dmlc/mxnet) - :star: 18838 :fork_and_knife: 6683 - A deep learning framework designed for both efficiency and flexibility. +* [:octocat: pytorch](https://github.com/pytorch/pytorch) - :star: 40013 :fork_and_knife: 10365 - Tensors and Dynamic neural networks in Python with strong GPU acceleration. +* [:octocat: SerpentAI](https://github.com/SerpentAI/SerpentAI) - :star: 5601 :fork_and_knife: 624 - Game agent framework. Use any video game as a deep learning sandbox. +* [:octocat: tensorflow](https://github.com/tensorflow/tensorflow) - :star: 146219 :fork_and_knife: 81947 - The most popular Deep Learning framework created by Google. +* [:octocat: Theano](https://github.com/Theano/Theano) - :star: 9177 :fork_and_knife: 2515 - A library for fast numerical computation. ## DevOps Tools *Software and libraries for DevOps.* -* [:octocat: ansible](https://github.com/ansible/ansible) - :star: 43708 :fork_and_knife: 19262 - A radically simple IT automation platform. +* [:octocat: ansible](https://github.com/ansible/ansible) - :star: 43812 :fork_and_knife: 19294 - A radically simple IT automation platform. * [:earth_americas: cloudinit](https://cloudinit.readthedocs.io/en/latest/) - A multi-distribution package that handles early initialization of a cloud instance. * [:octocat: cuisine](https://github.com/sebastien/cuisine) - :star: 1239 :fork_and_knife: 161 - Chef-like functionality for Fabric. * [:earth_americas: docker-compose](https://docs.docker.com/compose/) - Fast, isolated development environments using [Docker](https://www.docker.com/). -* [:octocat: fabric](https://github.com/fabric/fabric) - :star: 12328 :fork_and_knife: 1808 - A simple, Pythonic tool for remote execution and deployment. -* [:octocat: fabtools](https://github.com/fabtools/fabtools) - :star: 1235 :fork_and_knife: 218 - Tools for writing awesome Fabric files. -* [:octocat: honcho](https://github.com/nickstenning/honcho) - :star: 1349 :fork_and_knife: 122 - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications. +* [:octocat: fabric](https://github.com/fabric/fabric) - :star: 12346 :fork_and_knife: 1809 - A simple, Pythonic tool for remote execution and deployment. +* [:octocat: fabtools](https://github.com/fabtools/fabtools) - :star: 1236 :fork_and_knife: 217 - Tools for writing awesome Fabric files. +* [:octocat: honcho](https://github.com/nickstenning/honcho) - :star: 1352 :fork_and_knife: 122 - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications. * [:earth_americas: OpenStack](https://www.openstack.org/) - Open source software for building private and public clouds. -* [:octocat: pexpect](https://github.com/pexpect/pexpect) - :star: 1853 :fork_and_knife: 415 - Controlling interactive programs in a pseudo-terminal like GNU expect. -* [:octocat: psutil](https://github.com/giampaolo/psutil) - :star: 6382 :fork_and_knife: 999 - A cross-platform process and system utilities module. -* [:octocat: saltstack](https://github.com/saltstack/salt) - :star: 11085 :fork_and_knife: 4872 - Infrastructure automation and management system. -* [:octocat: supervisor](https://github.com/Supervisor/supervisor) - :star: 6226 :fork_and_knife: 1044 - Supervisor process control system for UNIX. +* [:octocat: pexpect](https://github.com/pexpect/pexpect) - :star: 1856 :fork_and_knife: 415 - Controlling interactive programs in a pseudo-terminal like GNU expect. +* [:octocat: psutil](https://github.com/giampaolo/psutil) - :star: 6393 :fork_and_knife: 1000 - A cross-platform process and system utilities module. +* [:octocat: saltstack](https://github.com/saltstack/salt) - :star: 11103 :fork_and_knife: 4884 - Infrastructure automation and management system. +* [:octocat: supervisor](https://github.com/Supervisor/supervisor) - :star: 6237 :fork_and_knife: 1045 - Supervisor process control system for UNIX. ## Distributed Computing @@ -492,56 +492,56 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * Batch Processing * [:earth_americas: PySpark](https://pypi.org/project/pyspark/) - [Apache Spark](https://spark.apache.org/) Python API. - * [:octocat: dask](https://github.com/dask/dask) - :star: 6864 :fork_and_knife: 1102 - A flexible parallel computing library for analytic computing. - * [:octocat: luigi](https://github.com/spotify/luigi) - :star: 13448 :fork_and_knife: 2136 - A module that helps you build complex pipelines of batch jobs. + * [:octocat: dask](https://github.com/dask/dask) - :star: 6897 :fork_and_knife: 1102 - A flexible parallel computing library for analytic computing. + * [:octocat: luigi](https://github.com/spotify/luigi) - :star: 13472 :fork_and_knife: 2140 - A module that helps you build complex pipelines of batch jobs. * [:octocat: mrjob](https://github.com/Yelp/mrjob) - :star: 2502 :fork_and_knife: 585 - Run MapReduce jobs on Hadoop or Amazon Web Services. - * [:octocat: Ray](https://github.com/ray-project/ray/) - :star: 12077 :fork_and_knife: 1831 - A system for parallel and distributed Python that unifies the machine learning ecosystem. + * [:octocat: Ray](https://github.com/ray-project/ray/) - :star: 12187 :fork_and_knife: 1855 - A system for parallel and distributed Python that unifies the machine learning ecosystem. * Stream Processing - * [:octocat: faust](https://github.com/robinhood/faust) - :star: 4692 :fork_and_knife: 367 - A stream processing library, porting the ideas from [Kafka Streams](https://kafka.apache.org/documentation/streams/) to Python. - * [:octocat: streamparse](https://github.com/Parsely/streamparse) - :star: 1411 :fork_and_knife: 217 - Run Python code against real-time streams of data via [Apache Storm](http://storm.apache.org/). + * [:octocat: faust](https://github.com/robinhood/faust) - :star: 4709 :fork_and_knife: 370 - A stream processing library, porting the ideas from [Kafka Streams](https://kafka.apache.org/documentation/streams/) to Python. + * [:octocat: streamparse](https://github.com/Parsely/streamparse) - :star: 1410 :fork_and_knife: 217 - Run Python code against real-time streams of data via [Apache Storm](http://storm.apache.org/). ## Distribution *Libraries to create packaged executables for release distribution.* -* [:octocat: dh-virtualenv](https://github.com/spotify/dh-virtualenv) - :star: 1373 :fork_and_knife: 152 - Build and distribute a virtualenv as a Debian package. +* [:octocat: dh-virtualenv](https://github.com/spotify/dh-virtualenv) - :star: 1375 :fork_and_knife: 153 - Build and distribute a virtualenv as a Debian package. * [:earth_americas: Nuitka](http://nuitka.net/) - Compile scripts, modules, packages to an executable or extension module. * [:earth_americas: py2app](http://pythonhosted.org/py2app/) - Freezes Python scripts (Mac OS X). * [:earth_americas: py2exe](http://www.py2exe.org/) - Freezes Python scripts (Windows). -* [:octocat: PyInstaller](https://github.com/pyinstaller/pyinstaller) - :star: 6853 :fork_and_knife: 1468 - Converts Python programs into stand-alone executables (cross-platform). +* [:octocat: PyInstaller](https://github.com/pyinstaller/pyinstaller) - :star: 6873 :fork_and_knife: 1471 - Converts Python programs into stand-alone executables (cross-platform). * [:earth_americas: pynsist](http://pynsist.readthedocs.io/en/latest/) - A tool to build Windows installers, installers bundle Python itself. -* [:octocat: pyarmor](https://github.com/dashingsoft/pyarmor) - :star: 553 :fork_and_knife: 92 - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. -* [:octocat: shiv](https://github.com/linkedin/shiv) - :star: 950 :fork_and_knife: 54 - A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included. +* [:octocat: pyarmor](https://github.com/dashingsoft/pyarmor) - :star: 562 :fork_and_knife: 93 - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. +* [:octocat: shiv](https://github.com/linkedin/shiv) - :star: 953 :fork_and_knife: 54 - A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included. ## Documentation *Libraries for generating project documentation.* -* [:octocat: sphinx](https://github.com/sphinx-doc/sphinx/) - :star: 3368 :fork_and_knife: 1295 - Python Documentation generator. - * [:octocat: awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc) - :star: 652 :fork_and_knife: 56 +* [:octocat: sphinx](https://github.com/sphinx-doc/sphinx/) - :star: 3381 :fork_and_knife: 1304 - Python Documentation generator. + * [:octocat: awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc) - :star: 653 :fork_and_knife: 56 * [:octocat: pdoc](https://github.com/mitmproxy/pdoc) - :star: 658 :fork_and_knife: 95 - Epydoc replacement to auto generate API documentation for Python libraries. -* [:octocat: pycco](https://github.com/pycco-docs/pycco) - :star: 710 :fork_and_knife: 133 - The literate-programming-style documentation generator. +* [:octocat: pycco](https://github.com/pycco-docs/pycco) - :star: 714 :fork_and_knife: 135 - The literate-programming-style documentation generator. ## Downloader *Libraries for downloading.* -* [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - :star: 3357 :fork_and_knife: 792 - A command line tool for managing Amazon S3 and CloudFront. -* [:octocat: s4cmd](https://github.com/bloomreach/s4cmd) - :star: 1004 :fork_and_knife: 173 - Super S3 command line tool, good for higher performance. +* [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - :star: 3370 :fork_and_knife: 794 - A command line tool for managing Amazon S3 and CloudFront. +* [:octocat: s4cmd](https://github.com/bloomreach/s4cmd) - :star: 1005 :fork_and_knife: 173 - Super S3 command line tool, good for higher performance. * [:earth_americas: you-get](https://you-get.org/) - A YouTube/Youku/Niconico video downloader written in Python 3. * [:earth_americas: youtube-dl](https://rg3.github.io/youtube-dl/) - A small command-line program to download videos from YouTube. -* [:octocat: akshare](https://github.com/jindaxiang/akshare) - :star: 1819 :fork_and_knife: 340 - A financial data interface library, built for human beings! +* [:octocat: akshare](https://github.com/jindaxiang/akshare) - :star: 1854 :fork_and_knife: 344 - A financial data interface library, built for human beings! ## E-commerce *Frameworks and libraries for e-commerce and payments.* -* [:octocat: alipay](https://github.com/lxneng/alipay) - :star: 315 :fork_and_knife: 99 - Unofficial Alipay API for Python. -* [:octocat: Cartridge](https://github.com/stephenmcd/cartridge) - :star: 619 :fork_and_knife: 289 - A shopping cart app built using the Mezzanine. +* [:octocat: alipay](https://github.com/lxneng/alipay) - :star: 316 :fork_and_knife: 100 - Unofficial Alipay API for Python. +* [:octocat: Cartridge](https://github.com/stephenmcd/cartridge) - :star: 620 :fork_and_knife: 289 - A shopping cart app built using the Mezzanine. * [:earth_americas: django-oscar](http://oscarcommerce.com/) - An open-source e-commerce framework for Django. -* [:octocat: django-shop](https://github.com/awesto/django-shop) - :star: 2230 :fork_and_knife: 817 - A Django based shop system. -* [:octocat: merchant](https://github.com/agiliq/merchant) - :star: 949 :fork_and_knife: 169 - A Django app to accept payments from various payment processors. -* [:octocat: money](https://github.com/carlospalol/money) - :star: 186 :fork_and_knife: 24 - `Money` class with optional CLDR-backed locale-aware formatting and an extensible currency exchange. +* [:octocat: django-shop](https://github.com/awesto/django-shop) - :star: 2243 :fork_and_knife: 818 - A Django based shop system. +* [:octocat: merchant](https://github.com/agiliq/merchant) - :star: 951 :fork_and_knife: 170 - A Django app to accept payments from various payment processors. +* [:octocat: money](https://github.com/carlospalol/money) - :star: 187 :fork_and_knife: 24 - `Money` class with optional CLDR-backed locale-aware formatting and an extensible currency exchange. * [:octocat: python-currencies](https://github.com/Alir3z4/python-currencies) - :star: 44 :fork_and_knife: 7 - Display money format and its filthy currencies. * [:octocat: forex-python](https://github.com/MicroPyramid/forex-python) - :star: 323 :fork_and_knife: 102 - Foreign exchange rates, Bitcoin price index and currency conversion. * [:earth_americas: saleor](http://getsaleor.com/) - An e-commerce storefront for Django. @@ -550,42 +550,42 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- ## Editor Plugins and IDEs * Emacs - * [:octocat: elpy](https://github.com/jorgenschaefer/elpy) - :star: 1597 :fork_and_knife: 207 - Emacs Python Development Environment. + * [:octocat: elpy](https://github.com/jorgenschaefer/elpy) - :star: 1601 :fork_and_knife: 207 - Emacs Python Development Environment. * Sublime Text - * [:octocat: anaconda](https://github.com/DamnWidget/anaconda) - :star: 2080 :fork_and_knife: 244 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. + * [:octocat: anaconda](https://github.com/DamnWidget/anaconda) - :star: 2080 :fork_and_knife: 245 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. * [:octocat: SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - :star: 894 :fork_and_knife: 105 - A Sublime Text plugin to the awesome auto-complete library Jedi. * Vim - * [:octocat: jedi-vim](https://github.com/davidhalter/jedi-vim) - :star: 4457 :fork_and_knife: 364 - Vim bindings for the Jedi auto-completion library for Python. - * [:octocat: python-mode](https://github.com/python-mode/python-mode) - :star: 5036 :fork_and_knife: 880 - An all in one plugin for turning Vim into a Python IDE. - * [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - :star: 21431 :fork_and_knife: 2471 - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. + * [:octocat: jedi-vim](https://github.com/davidhalter/jedi-vim) - :star: 4467 :fork_and_knife: 365 - Vim bindings for the Jedi auto-completion library for Python. + * [:octocat: python-mode](https://github.com/python-mode/python-mode) - :star: 5044 :fork_and_knife: 882 - An all in one plugin for turning Vim into a Python IDE. + * [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - :star: 21470 :fork_and_knife: 2478 - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. * Visual Studio - * [:octocat: PTVS](https://github.com/Microsoft/PTVS) - :star: 2273 :fork_and_knife: 635 - Python Tools for Visual Studio. + * [:octocat: PTVS](https://github.com/Microsoft/PTVS) - :star: 2277 :fork_and_knife: 636 - Python Tools for Visual Studio. * Visual Studio Code * [:earth_americas: Python](https://marketplace.visualstudio.com/items?itemName=ms-python.python) - The official VSCode extension with rich support for Python. * IDE * [:earth_americas: PyCharm](https://www.jetbrains.com/pycharm/) - Commercial Python IDE by JetBrains. Has free community edition available. - * [:octocat: spyder](https://github.com/spyder-ide/spyder) - :star: 5501 :fork_and_knife: 1117 - Open Source Python IDE. + * [:octocat: spyder](https://github.com/spyder-ide/spyder) - :star: 5514 :fork_and_knife: 1120 - Open Source Python IDE. ## Email *Libraries for sending and parsing email.* * Mail Servers - * [:octocat: modoboa](https://github.com/modoboa/modoboa) - :star: 1566 :fork_and_knife: 237 - A mail hosting and management platform including a modern Web UI. - * [:octocat: salmon](https://github.com/moggers87/salmon) - :star: 432 :fork_and_knife: 45 - A Python Mail Server. + * [:octocat: modoboa](https://github.com/modoboa/modoboa) - :star: 1575 :fork_and_knife: 237 - A mail hosting and management platform including a modern Web UI. + * [:octocat: salmon](https://github.com/moggers87/salmon) - :star: 434 :fork_and_knife: 46 - A Python Mail Server. * Clients - * [:octocat: imbox](https://github.com/martinrusev/imbox) - :star: 915 :fork_and_knife: 150 - Python IMAP for Humans. - * [:octocat: yagmail](https://github.com/kootenpv/yagmail) - :star: 1784 :fork_and_knife: 197 - Yet another Gmail/SMTP client. + * [:octocat: imbox](https://github.com/martinrusev/imbox) - :star: 923 :fork_and_knife: 149 - Python IMAP for Humans. + * [:octocat: yagmail](https://github.com/kootenpv/yagmail) - :star: 1787 :fork_and_knife: 199 - Yet another Gmail/SMTP client. * Others - * [:octocat: flanker](https://github.com/mailgun/flanker) - :star: 1411 :fork_and_knife: 173 - An email address and Mime parsing library. - * [:octocat: mailer](https://github.com/marrow/mailer) - :star: 199 :fork_and_knife: 42 - High-performance extensible mail delivery framework. + * [:octocat: flanker](https://github.com/mailgun/flanker) - :star: 1413 :fork_and_knife: 173 - An email address and Mime parsing library. + * [:octocat: mailer](https://github.com/marrow/mailer) - :star: 199 :fork_and_knife: 43 - High-performance extensible mail delivery framework. ## Environment Management *Libraries for Python version and virtual environment management.* -* [:octocat: pyenv](https://github.com/pyenv/pyenv) - :star: 19897 :fork_and_knife: 1739 - Simple Python version management. -* [:octocat: virtualenv](https://github.com/pypa/virtualenv) - :star: 3607 :fork_and_knife: 841 - A tool to create isolated Python environments. +* [:octocat: pyenv](https://github.com/pyenv/pyenv) - :star: 19965 :fork_and_knife: 1756 - Simple Python version management. +* [:octocat: virtualenv](https://github.com/pypa/virtualenv) - :star: 3615 :fork_and_knife: 842 - A tool to create isolated Python environments. ## Files @@ -594,10 +594,10 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: mimetypes](https://docs.python.org/3/library/mimetypes.html) - (Python standard library) Map filenames to MIME types. * [:octocat: path.py](https://github.com/jaraco/path.py) - :star: 911 :fork_and_knife: 124 - A module wrapper for [os.path](https://docs.python.org/3/library/os.path.html). * [:earth_americas: pathlib](https://docs.python.org/3/library/pathlib.html) - (Python standard library) An cross-platform, object-oriented path library. -* [:octocat: PyFilesystem2](https://github.com/pyfilesystem/pyfilesystem2) - :star: 1089 :fork_and_knife: 107 - Python's filesystem abstraction layer. -* [:octocat: python-magic](https://github.com/ahupp/python-magic) - :star: 1619 :fork_and_knife: 200 - A Python interface to the libmagic file type identification library. -* [:octocat: Unipath](https://github.com/mikeorr/Unipath) - :star: 488 :fork_and_knife: 36 - An object-oriented approach to file/directory operations. -* [:octocat: watchdog](https://github.com/gorakhargosh/watchdog) - :star: 4142 :fork_and_knife: 510 - API and shell utilities to monitor file system events. +* [:octocat: PyFilesystem2](https://github.com/pyfilesystem/pyfilesystem2) - :star: 1095 :fork_and_knife: 108 - Python's filesystem abstraction layer. +* [:octocat: python-magic](https://github.com/ahupp/python-magic) - :star: 1625 :fork_and_knife: 200 - A Python interface to the libmagic file type identification library. +* [:octocat: Unipath](https://github.com/mikeorr/Unipath) - :star: 487 :fork_and_knife: 36 - An object-oriented approach to file/directory operations. +* [:octocat: watchdog](https://github.com/gorakhargosh/watchdog) - :star: 4148 :fork_and_knife: 513 - API and shell utilities to monitor file system events. ## Foreign Function Interface @@ -612,42 +612,42 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with forms.* -* [:octocat: Deform](https://github.com/Pylons/deform) - :star: 330 :fork_and_knife: 150 - Python HTML form generation library influenced by the formish form generation library. -* [:octocat: django-bootstrap3](https://github.com/dyve/django-bootstrap3) - :star: 2189 :fork_and_knife: 690 - Bootstrap 3 integration with Django. -* [:octocat: django-bootstrap4](https://github.com/zostera/django-bootstrap4) - :star: 754 :fork_and_knife: 182 - Bootstrap 4 integration with Django. -* [:octocat: django-crispy-forms](https://github.com/django-crispy-forms/django-crispy-forms) - :star: 3908 :fork_and_knife: 664 - A Django app which lets you create beautiful forms in a very elegant and DRY way. +* [:octocat: Deform](https://github.com/Pylons/deform) - :star: 331 :fork_and_knife: 150 - Python HTML form generation library influenced by the formish form generation library. +* [:octocat: django-bootstrap3](https://github.com/dyve/django-bootstrap3) - :star: 2191 :fork_and_knife: 691 - Bootstrap 3 integration with Django. +* [:octocat: django-bootstrap4](https://github.com/zostera/django-bootstrap4) - :star: 756 :fork_and_knife: 184 - Bootstrap 4 integration with Django. +* [:octocat: django-crispy-forms](https://github.com/django-crispy-forms/django-crispy-forms) - :star: 3916 :fork_and_knife: 663 - A Django app which lets you create beautiful forms in a very elegant and DRY way. * [:octocat: django-remote-forms](https://github.com/WiserTogether/django-remote-forms) - :star: 199 :fork_and_knife: 100 - A platform independent Django form serializer. -* [:octocat: WTForms](https://github.com/wtforms/wtforms) - :star: 1116 :fork_and_knife: 325 - A flexible forms validation and rendering library. +* [:octocat: WTForms](https://github.com/wtforms/wtforms) - :star: 1118 :fork_and_knife: 325 - A flexible forms validation and rendering library. ## Functional Programming *Functional Programming with Python.* -* [:octocat: Coconut](https://github.com/evhub/coconut) - :star: 2791 :fork_and_knife: 92 - A variant of Python built for simple, elegant, Pythonic functional programming. -* [:octocat: fn.py](https://github.com/kachayev/fn.py) - :star: 3015 :fork_and_knife: 186 - Functional programming in Python: implementation of missing features to enjoy FP. +* [:octocat: Coconut](https://github.com/evhub/coconut) - :star: 2863 :fork_and_knife: 92 - A variant of Python built for simple, elegant, Pythonic functional programming. +* [:octocat: fn.py](https://github.com/kachayev/fn.py) - :star: 3016 :fork_and_knife: 186 - Functional programming in Python: implementation of missing features to enjoy FP. * [:octocat: funcy](https://github.com/Suor/funcy) - :star: 2322 :fork_and_knife: 114 - A fancy and practical functional tools. -* [:octocat: more-itertools](https://github.com/erikrose/more-itertools) - :star: 1415 :fork_and_knife: 137 - More routines for operating on iterables, beyond `itertools`. -* [:octocat: returns](https://github.com/dry-python/returns) - :star: 1186 :fork_and_knife: 36 - A set of type-safe monads, tranformers, and composition utilities. -* [:octocat: Toolz](https://github.com/pytoolz/toolz) - :star: 2751 :fork_and_knife: 195 - A collection of functional utilities for iterators, functions, and dictionaries. -* [:octocat: CyToolz](https://github.com/pytoolz/cytoolz/) - :star: 717 :fork_and_knife: 52 - Cython implementation of `Toolz`: High performance functional utilities. +* [:octocat: more-itertools](https://github.com/erikrose/more-itertools) - :star: 1428 :fork_and_knife: 137 - More routines for operating on iterables, beyond `itertools`. +* [:octocat: returns](https://github.com/dry-python/returns) - :star: 1197 :fork_and_knife: 37 - A set of type-safe monads, tranformers, and composition utilities. +* [:octocat: Toolz](https://github.com/pytoolz/toolz) - :star: 2754 :fork_and_knife: 195 - A collection of functional utilities for iterators, functions, and dictionaries. +* [:octocat: CyToolz](https://github.com/pytoolz/cytoolz/) - :star: 716 :fork_and_knife: 52 - Cython implementation of `Toolz`: High performance functional utilities. ## GUI Development *Libraries for working with graphical user interface applications.* * [:earth_americas: curses](https://docs.python.org/3/library/curses.html) - Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal GUI applications. -* [:octocat: Eel](https://github.com/ChrisKnott/Eel) - :star: 3629 :fork_and_knife: 341 - A library for making simple Electron-like offline HTML/JS GUI apps. -* [:octocat: enaml](https://github.com/nucleic/enaml) - :star: 872 :fork_and_knife: 96 - Creating beautiful user-interfaces with Declarative Syntax like QML. -* [:octocat: Flexx](https://github.com/zoofIO/flexx) - :star: 2338 :fork_and_knife: 224 - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering. -* [:octocat: Gooey](https://github.com/chriskiehl/Gooey) - :star: 8936 :fork_and_knife: 522 - Turn command line programs into a full GUI application with one line. +* [:octocat: Eel](https://github.com/ChrisKnott/Eel) - :star: 3639 :fork_and_knife: 342 - A library for making simple Electron-like offline HTML/JS GUI apps. +* [:octocat: enaml](https://github.com/nucleic/enaml) - :star: 873 :fork_and_knife: 96 - Creating beautiful user-interfaces with Declarative Syntax like QML. +* [:octocat: Flexx](https://github.com/zoofIO/flexx) - :star: 2348 :fork_and_knife: 223 - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering. +* [:octocat: Gooey](https://github.com/chriskiehl/Gooey) - :star: 8969 :fork_and_knife: 526 - Turn command line programs into a full GUI application with one line. * [:earth_americas: kivy](https://kivy.org/) - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS. * [:earth_americas: pyglet](https://bitbucket.org/pyglet/pyglet/wiki/Home) - A cross-platform windowing and multimedia library for Python. * [:earth_americas: PyGObject](https://wiki.gnome.org/Projects/PyGObject) - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3). * [:earth_americas: PyQt](https://riverbankcomputing.com/software/pyqt/intro) - Python bindings for the [Qt](https://www.qt.io/) cross-platform application and UI framework. -* [:octocat: PySimpleGUI](https://github.com/PySimpleGUI/PySimpleGUI) - :star: 3962 :fork_and_knife: 617 - Wrapper for tkinter, Qt, WxPython and Remi. -* [:octocat: pywebview](https://github.com/r0x0r/pywebview/) - :star: 1892 :fork_and_knife: 253 - A lightweight cross-platform native wrapper around a webview component. +* [:octocat: PySimpleGUI](https://github.com/PySimpleGUI/PySimpleGUI) - :star: 4030 :fork_and_knife: 630 - Wrapper for tkinter, Qt, WxPython and Remi. +* [:octocat: pywebview](https://github.com/r0x0r/pywebview/) - :star: 1901 :fork_and_knife: 252 - A lightweight cross-platform native wrapper around a webview component. * [:earth_americas: Tkinter](https://wiki.python.org/moin/TkInter) - Tkinter is Python's de-facto standard GUI package. -* [:octocat: Toga](https://github.com/pybee/toga) - :star: 2306 :fork_and_knife: 411 - A Python native, OS native GUI toolkit. +* [:octocat: Toga](https://github.com/pybee/toga) - :star: 2313 :fork_and_knife: 411 - A Python native, OS native GUI toolkit. * [:earth_americas: urwid](http://urwid.org/) - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc. * [:earth_americas: wxPython](https://wxpython.org/) - A blending of the wxWidgets C++ class library with the Python. @@ -656,7 +656,7 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with GraphQL.* * [:earth_americas: tartiflette](https://tartiflette.io) - SDL-first GraphQL engine implementation for Python 3.6+ and asyncio. -* [:octocat: tartiflette-aiohttp](https://github.com/tartiflette/tartiflette-aiohttp/) - :star: 41 :fork_and_knife: 4 - An `aiohttp`-based wrapper for Tartiflette to expose GraphQL APIs over HTTP. +* [:octocat: tartiflette-aiohttp](https://github.com/tartiflette/tartiflette-aiohttp/) - :star: 42 :fork_and_knife: 4 - An `aiohttp`-based wrapper for Tartiflette to expose GraphQL APIs over HTTP. * [:octocat: tartiflette-asgi](https://github.com/tartiflette/tartiflette-asgi/) - :star: 61 :fork_and_knife: 9 - ASGI support for the Tartiflette GraphQL engine. ## Game Development @@ -676,11 +676,11 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for geocoding addresses and working with latitudes and longitudes.* -* [:octocat: django-countries](https://github.com/SmileyChris/django-countries) - :star: 825 :fork_and_knife: 202 - A Django app that provides a country field for models and forms. +* [:octocat: django-countries](https://github.com/SmileyChris/django-countries) - :star: 832 :fork_and_knife: 203 - A Django app that provides a country field for models and forms. * [:earth_americas: GeoDjango](https://docs.djangoproject.com/en/dev/ref/contrib/gis/) - A world-class geographic web framework. * [:octocat: GeoIP](https://github.com/maxmind/geoip-api-python) - :star: 207 :fork_and_knife: 61 - Python API for MaxMind GeoIP Legacy Database. -* [:octocat: geojson](https://github.com/frewsxcv/python-geojson) - :star: 549 :fork_and_knife: 71 - Python bindings and utilities for GeoJSON. -* [:octocat: geopy](https://github.com/geopy/geopy) - :star: 2898 :fork_and_knife: 500 - Python Geocoding Toolbox. +* [:octocat: geojson](https://github.com/frewsxcv/python-geojson) - :star: 551 :fork_and_knife: 71 - Python bindings and utilities for GeoJSON. +* [:octocat: geopy](https://github.com/geopy/geopy) - :star: 2907 :fork_and_knife: 500 - Python Geocoding Toolbox. * [:octocat: pygeoip](https://github.com/appliedsec/pygeoip) - :star: 482 :fork_and_knife: 109 - Pure Python GeoIP API. ## HTML Manipulation @@ -688,38 +688,38 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with HTML and XML.* * [:earth_americas: BeautifulSoup](https://www.crummy.com/software/BeautifulSoup/bs4/doc/) - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML. -* [:octocat: bleach](https://github.com/mozilla/bleach) - :star: 1932 :fork_and_knife: 213 - A whitelist-based HTML sanitization and text linkification library. +* [:octocat: bleach](https://github.com/mozilla/bleach) - :star: 1936 :fork_and_knife: 212 - A whitelist-based HTML sanitization and text linkification library. * [:earth_americas: cssutils](https://pypi.org/project/cssutils/) - A CSS library for Python. * [:octocat: html5lib](https://github.com/html5lib/html5lib-python) - :star: 848 :fork_and_knife: 241 - A standards-compliant library for parsing and serializing HTML documents and fragments. * [:earth_americas: lxml](http://lxml.de/) - A very fast, easy-to-use and versatile library for handling HTML and XML. -* [:octocat: MarkupSafe](https://github.com/pallets/markupsafe) - :star: 330 :fork_and_knife: 89 - Implements a XML/HTML/XHTML Markup safe string for Python. -* [:octocat: pyquery](https://github.com/gawel/pyquery) - :star: 1858 :fork_and_knife: 157 - A jQuery-like library for parsing HTML. -* [:octocat: untangle](https://github.com/stchris/untangle) - :star: 465 :fork_and_knife: 65 - Converts XML documents to Python objects for easy access. +* [:octocat: MarkupSafe](https://github.com/pallets/markupsafe) - :star: 331 :fork_and_knife: 89 - Implements a XML/HTML/XHTML Markup safe string for Python. +* [:octocat: pyquery](https://github.com/gawel/pyquery) - :star: 1862 :fork_and_knife: 157 - A jQuery-like library for parsing HTML. +* [:octocat: untangle](https://github.com/stchris/untangle) - :star: 464 :fork_and_knife: 65 - Converts XML documents to Python objects for easy access. * [:earth_americas: WeasyPrint](http://weasyprint.org) - A visual rendering engine for HTML and CSS that can export to PDF. * [:earth_americas: xmldataset](https://xmldataset.readthedocs.io/en/latest/) - Simple XML Parsing. -* [:octocat: xmltodict](https://github.com/martinblech/xmltodict) - :star: 4008 :fork_and_knife: 389 - Working with XML feel like you are working with JSON. +* [:octocat: xmltodict](https://github.com/martinblech/xmltodict) - :star: 4018 :fork_and_knife: 389 - Working with XML feel like you are working with JSON. ## HTTP Clients *Libraries for working with HTTP.* -* [:octocat: grequests](https://github.com/spyoungtech/grequests) - :star: 3427 :fork_and_knife: 304 - requests + gevent for asynchronous HTTP requests. -* [:octocat: httplib2](https://github.com/httplib2/httplib2) - :star: 368 :fork_and_knife: 123 - Comprehensive HTTP client library. -* [:octocat: httpx](https://github.com/encode/httpx) - :star: 5037 :fork_and_knife: 301 - A next generation HTTP client for Python. -* [:octocat: requests](https://github.com/psf/requests) - :star: 42861 :fork_and_knife: 7773 - HTTP Requests for Humans. -* [:octocat: treq](https://github.com/twisted/treq) - :star: 502 :fork_and_knife: 137 - Python requests like API built on top of Twisted's HTTP client. -* [:octocat: urllib3](https://github.com/shazow/urllib3) - :star: 2361 :fork_and_knife: 759 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. +* [:octocat: grequests](https://github.com/spyoungtech/grequests) - :star: 3436 :fork_and_knife: 306 - requests + gevent for asynchronous HTTP requests. +* [:octocat: httplib2](https://github.com/httplib2/httplib2) - :star: 368 :fork_and_knife: 124 - Comprehensive HTTP client library. +* [:octocat: httpx](https://github.com/encode/httpx) - :star: 5075 :fork_and_knife: 303 - A next generation HTTP client for Python. +* [:octocat: requests](https://github.com/psf/requests) - :star: 42934 :fork_and_knife: 7783 - HTTP Requests for Humans. +* [:octocat: treq](https://github.com/twisted/treq) - :star: 503 :fork_and_knife: 137 - Python requests like API built on top of Twisted's HTTP client. +* [:octocat: urllib3](https://github.com/shazow/urllib3) - :star: 2363 :fork_and_knife: 759 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. ## Hardware *Libraries for programming with hardware.* * [:earth_americas: ino](http://inotool.org/) - Command line toolkit for working with [Arduino](https://www.arduino.cc/). -* [:octocat: keyboard](https://github.com/boppreh/keyboard) - :star: 1927 :fork_and_knife: 227 - Hook and simulate global keyboard events on Windows and Linux. -* [:octocat: mouse](https://github.com/boppreh/mouse) - :star: 318 :fork_and_knife: 52 - Hook and simulate global mouse events on Windows and Linux. +* [:octocat: keyboard](https://github.com/boppreh/keyboard) - :star: 1935 :fork_and_knife: 226 - Hook and simulate global keyboard events on Windows and Linux. +* [:octocat: mouse](https://github.com/boppreh/mouse) - :star: 321 :fork_and_knife: 52 - Hook and simulate global mouse events on Windows and Linux. * [:earth_americas: Pingo](http://www.pingo.io/) - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc. -* [:octocat: PyUserInput](https://github.com/SavinaRoja/PyUserInput) - :star: 924 :fork_and_knife: 234 - A module for cross-platform control of the mouse and keyboard. -* [:octocat: scapy](https://github.com/secdev/scapy) - :star: 5354 :fork_and_knife: 1234 - A brilliant packet manipulation library. +* [:octocat: PyUserInput](https://github.com/SavinaRoja/PyUserInput) - :star: 923 :fork_and_knife: 235 - A module for cross-platform control of the mouse and keyboard. +* [:octocat: scapy](https://github.com/secdev/scapy) - :star: 5367 :fork_and_knife: 1238 - A brilliant packet manipulation library. * [:octocat: wifi](https://github.com/rockymeza/wifi) - :star: 266 :fork_and_knife: 137 - A Python library and command line tool for working with WiFi on Linux. ## Image Processing @@ -730,61 +730,61 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: imgSeek](https://sourceforge.net/projects/imgseek/) - A project for searching a collection of images using visual similarity. * [:octocat: nude.py](https://github.com/hhatto/nude.py) - :star: 731 :fork_and_knife: 122 - Nudity detection. * [:octocat: pagan](https://github.com/daboth/pagan) - :star: 187 :fork_and_knife: 22 - Retro identicon (Avatar) generation based on input string and hash. -* [:octocat: pillow](https://github.com/python-pillow/Pillow) - :star: 7490 :fork_and_knife: 1468 - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork. +* [:octocat: pillow](https://github.com/python-pillow/Pillow) - :star: 7515 :fork_and_knife: 1475 - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork. * [:earth_americas: pyBarcode](https://pythonhosted.org/pyBarcode/) - Create barcodes in Python without needing PIL. * [:octocat: pygram](https://github.com/ajkumar25/pygram) - :star: 90 :fork_and_knife: 12 - Instagram-like image filters. -* [:octocat: python-qrcode](https://github.com/lincolnloop/python-qrcode) - :star: 2148 :fork_and_knife: 395 - A pure Python QR Code generator. +* [:octocat: python-qrcode](https://github.com/lincolnloop/python-qrcode) - :star: 2159 :fork_and_knife: 395 - A pure Python QR Code generator. * [:octocat: Quads](https://github.com/fogleman/Quads) - :star: 938 :fork_and_knife: 105 - Computer art based on quadtrees. * [:earth_americas: scikit-image](http://scikit-image.org/) - A Python library for (scientific) image processing. -* [:octocat: thumbor](https://github.com/thumbor/thumbor) - :star: 7795 :fork_and_knife: 677 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. -* [:octocat: wand](https://github.com/dahlia/wand) - :star: 1003 :fork_and_knife: 184 - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick. +* [:octocat: thumbor](https://github.com/thumbor/thumbor) - :star: 7811 :fork_and_knife: 678 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. +* [:octocat: wand](https://github.com/dahlia/wand) - :star: 1004 :fork_and_knife: 183 - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick. ## Implementations *Implementations of Python.* -* [:octocat: CPython](https://github.com/python/cpython) - :star: 32123 :fork_and_knife: 15242 - **Default, most widely used implementation of the Python programming language written in C.** +* [:octocat: CPython](https://github.com/python/cpython) - :star: 32254 :fork_and_knife: 15321 - **Default, most widely used implementation of the Python programming language written in C.** * [:earth_americas: Cython](http://cython.org/) - Optimizing Static Compiler for Python. * [:octocat: CLPython](https://github.com/metawilm/cl-python) - :star: 295 :fork_and_knife: 34 - Implementation of the Python programming language written in Common Lisp. -* [:octocat: Grumpy](https://github.com/google/grumpy) - :star: 10084 :fork_and_knife: 649 - More compiler than interpreter as more powerful CPython2.7 replacement (alpha). -* [:octocat: IronPython](https://github.com/IronLanguages/ironpython3) - :star: 1161 :fork_and_knife: 150 - Implementation of the Python programming language written in C#. +* [:octocat: Grumpy](https://github.com/google/grumpy) - :star: 10089 :fork_and_knife: 650 - More compiler than interpreter as more powerful CPython2.7 replacement (alpha). +* [:octocat: IronPython](https://github.com/IronLanguages/ironpython3) - :star: 1163 :fork_and_knife: 151 - Implementation of the Python programming language written in C#. * [:earth_americas: Jython](https://hg.python.org/jython) - Implementation of Python programming language written in Java for the JVM. -* [:octocat: MicroPython](https://github.com/micropython/micropython) - :star: 10725 :fork_and_knife: 3492 - A lean and efficient Python programming language implementation. +* [:octocat: MicroPython](https://github.com/micropython/micropython) - :star: 10757 :fork_and_knife: 3510 - A lean and efficient Python programming language implementation. * [:earth_americas: Numba](http://numba.pydata.org/) - Python JIT compiler to LLVM aimed at scientific Python. -* [:octocat: PeachPy](https://github.com/Maratyszcza/PeachPy) - :star: 1413 :fork_and_knife: 124 - x86-64 assembler embedded in Python. -* [:octocat: Pyjion](https://github.com/Microsoft/Pyjion) - :star: 1330 :fork_and_knife: 68 - A JIT for Python based upon CoreCLR. +* [:octocat: PeachPy](https://github.com/Maratyszcza/PeachPy) - :star: 1417 :fork_and_knife: 125 - x86-64 assembler embedded in Python. +* [:octocat: Pyjion](https://github.com/Microsoft/Pyjion) - :star: 1341 :fork_and_knife: 68 - A JIT for Python based upon CoreCLR. * [:earth_americas: PyPy](https://foss.heptapod.net/pypy/pypy) - A very fast and compliant implementation of the Python language. -* [:octocat: Pyston](https://github.com/dropbox/pyston) - :star: 4523 :fork_and_knife: 306 - A Python implementation using JIT techniques. -* [:octocat: Stackless Python](https://github.com/stackless-dev/stackless) - :star: 598 :fork_and_knife: 41 - An enhanced version of the Python programming language. +* [:octocat: Pyston](https://github.com/dropbox/pyston) - :star: 4524 :fork_and_knife: 306 - A Python implementation using JIT techniques. +* [:octocat: Stackless Python](https://github.com/stackless-dev/stackless) - :star: 602 :fork_and_knife: 41 - An enhanced version of the Python programming language. ## Interactive Interpreter *Interactive Python interpreters (REPL).* -* [:octocat: bpython](https://github.com/bpython/bpython) - :star: 1511 :fork_and_knife: 174 - A fancy interface to the Python interpreter. +* [:octocat: bpython](https://github.com/bpython/bpython) - :star: 1520 :fork_and_knife: 175 - A fancy interface to the Python interpreter. * [:earth_americas: Jupyter Notebook (IPython)](https://jupyter.org) - A rich toolkit to help you make the most out of using Python interactively. - * [:octocat: awesome-jupyter](https://github.com/markusschanta/awesome-jupyter) - :star: 1717 :fork_and_knife: 223 -* [:octocat: ptpython](https://github.com/jonathanslenders/ptpython) - :star: 3670 :fork_and_knife: 205 - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit). + * [:octocat: awesome-jupyter](https://github.com/markusschanta/awesome-jupyter) - :star: 1724 :fork_and_knife: 223 +* [:octocat: ptpython](https://github.com/jonathanslenders/ptpython) - :star: 3677 :fork_and_knife: 205 - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit). ## Internationalization *Libraries for working with i18n.* * [:earth_americas: Babel](http://babel.pocoo.org/en/latest/) - An internationalization library for Python. -* [:octocat: PyICU](https://github.com/ovalhub/pyicu) - :star: 114 :fork_and_knife: 46 - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)). +* [:octocat: PyICU](https://github.com/ovalhub/pyicu) - :star: 115 :fork_and_knife: 46 - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)). ## Job Scheduler *Libraries for scheduling jobs.* * [:earth_americas: APScheduler](http://apscheduler.readthedocs.io/en/latest/) - A light but powerful in-process task scheduler that lets you schedule functions. -* [:octocat: django-schedule](https://github.com/thauber/django-schedule) - :star: 775 :fork_and_knife: 288 - A calendaring app for Django. +* [:octocat: django-schedule](https://github.com/thauber/django-schedule) - :star: 777 :fork_and_knife: 288 - A calendaring app for Django. * [:earth_americas: doit](http://pydoit.org/) - A task runner and build tool. * [:octocat: gunnery](https://github.com/gunnery/gunnery) - :star: 715 :fork_and_knife: 76 - Multipurpose task execution tool for distributed systems with web-based interface. * [:earth_americas: Joblib](https://joblib.readthedocs.io/) - A set of tools to provide lightweight pipelining in Python. -* [:octocat: Plan](https://github.com/fengsp/plan) - :star: 1106 :fork_and_knife: 94 - Writing crontab file in Python like a charm. -* [:octocat: schedule](https://github.com/dbader/schedule) - :star: 7464 :fork_and_knife: 693 - Python job scheduling for humans. -* [:octocat: Spiff](https://github.com/knipknap/SpiffWorkflow) - :star: 889 :fork_and_knife: 211 - A powerful workflow engine implemented in pure Python. +* [:octocat: Plan](https://github.com/fengsp/plan) - :star: 1108 :fork_and_knife: 94 - Writing crontab file in Python like a charm. +* [:octocat: schedule](https://github.com/dbader/schedule) - :star: 7490 :fork_and_knife: 696 - Python job scheduling for humans. +* [:octocat: Spiff](https://github.com/knipknap/SpiffWorkflow) - :star: 889 :fork_and_knife: 213 - A powerful workflow engine implemented in pure Python. * [:earth_americas: TaskFlow](https://docs.openstack.org/developer/taskflow/) - A Python library that helps to make task execution easy, consistent and reliable. * [:earth_americas: Airflow](https://airflow.apache.org/) - Airflow is a platform to programmatically author, schedule and monitor workflows. @@ -792,22 +792,22 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for generating and working with logs.* -* [:octocat: Eliot](https://github.com/ScatterHQ/eliot) - :star: 766 :fork_and_knife: 50 - Logging for complex & distributed systems. +* [:octocat: Eliot](https://github.com/ScatterHQ/eliot) - :star: 778 :fork_and_knife: 51 - Logging for complex & distributed systems. * [:earth_americas: logbook](http://logbook.readthedocs.io/en/stable/) - Logging replacement for Python. * [:earth_americas: logging](https://docs.python.org/3/library/logging.html) - (Python standard library) Logging facility for Python. -* [:octocat: raven](https://github.com/getsentry/raven-python) - :star: 1666 :fork_and_knife: 801 - Python client for Sentry, a log/error tracking, crash reporting and aggregation platform for web applications. +* [:octocat: raven](https://github.com/getsentry/raven-python) - :star: 1667 :fork_and_knife: 802 - Python client for Sentry, a log/error tracking, crash reporting and aggregation platform for web applications. ## Machine Learning *Libraries for Machine Learning. Also see [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning#python).* -* [:octocat: H2O](https://github.com/h2oai/h2o-3) - :star: 4866 :fork_and_knife: 1747 - Open Source Fast Scalable Machine Learning Platform. -* [:octocat: Metrics](https://github.com/benhamner/Metrics) - :star: 1327 :fork_and_knife: 416 - Machine learning evaluation metrics. -* [:octocat: NuPIC](https://github.com/numenta/nupic) - :star: 6100 :fork_and_knife: 1580 - Numenta Platform for Intelligent Computing. +* [:octocat: H2O](https://github.com/h2oai/h2o-3) - :star: 4884 :fork_and_knife: 1751 - Open Source Fast Scalable Machine Learning Platform. +* [:octocat: Metrics](https://github.com/benhamner/Metrics) - :star: 1328 :fork_and_knife: 416 - Machine learning evaluation metrics. +* [:octocat: NuPIC](https://github.com/numenta/nupic) - :star: 6103 :fork_and_knife: 1579 - Numenta Platform for Intelligent Computing. * [:earth_americas: scikit-learn](http://scikit-learn.org/) - The most popular Python library for Machine Learning. * [:earth_americas: Spark ML](http://spark.apache.org/docs/latest/ml-guide.html) - [Apache Spark](http://spark.apache.org/)'s scalable Machine Learning library. -* [:octocat: vowpal_porpoise](https://github.com/josephreisinger/vowpal_porpoise) - :star: 157 :fork_and_knife: 30 - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). -* [:octocat: xgboost](https://github.com/dmlc/xgboost) - :star: 19317 :fork_and_knife: 7581 - A scalable, portable, and distributed gradient boosting library. +* [:octocat: vowpal_porpoise](https://github.com/josephreisinger/vowpal_porpoise) - :star: 156 :fork_and_knife: 30 - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). +* [:octocat: xgboost](https://github.com/dmlc/xgboost) - :star: 19366 :fork_and_knife: 7593 - A scalable, portable, and distributed gradient boosting library. ## Microsoft Windows @@ -815,18 +815,18 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: Python(x,y)](http://python-xy.github.io/) - Scientific-applications-oriented Python Distribution based on Qt and Spyder. * [:earth_americas: pythonlibs](http://www.lfd.uci.edu/~gohlke/pythonlibs/) - Unofficial Windows binaries for Python extension packages. -* [:octocat: PythonNet](https://github.com/pythonnet/pythonnet) - :star: 2150 :fork_and_knife: 403 - Python Integration with the .NET Common Language Runtime (CLR). -* [:octocat: PyWin32](https://github.com/mhammond/pywin32) - :star: 2369 :fork_and_knife: 488 - Python Extensions for Windows. +* [:octocat: PythonNet](https://github.com/pythonnet/pythonnet) - :star: 2163 :fork_and_knife: 406 - Python Integration with the .NET Common Language Runtime (CLR). +* [:octocat: PyWin32](https://github.com/mhammond/pywin32) - :star: 2384 :fork_and_knife: 489 - Python Extensions for Windows. * [:earth_americas: WinPython](https://winpython.github.io/) - Portable development environment for Windows 7/8. ## Miscellaneous *Useful libraries or tools that don't fit in the categories above.* -* [:octocat: blinker](https://github.com/jek/blinker) - :star: 1087 :fork_and_knife: 141 - A fast Python in-process signal/event dispatching system. -* [:octocat: boltons](https://github.com/mahmoud/boltons) - :star: 5176 :fork_and_knife: 278 - A set of pure-Python utilities. -* [:octocat: itsdangerous](https://github.com/pallets/itsdangerous) - :star: 2009 :fork_and_knife: 173 - Various helpers to pass trusted data to untrusted environments. -* [:octocat: pluginbase](https://github.com/mitsuhiko/pluginbase) - :star: 886 :fork_and_knife: 132 - A simple but flexible plugin system for Python. +* [:octocat: blinker](https://github.com/jek/blinker) - :star: 1088 :fork_and_knife: 141 - A fast Python in-process signal/event dispatching system. +* [:octocat: boltons](https://github.com/mahmoud/boltons) - :star: 5184 :fork_and_knife: 279 - A set of pure-Python utilities. +* [:octocat: itsdangerous](https://github.com/pallets/itsdangerous) - :star: 2015 :fork_and_knife: 173 - Various helpers to pass trusted data to untrusted environments. +* [:octocat: pluginbase](https://github.com/mitsuhiko/pluginbase) - :star: 890 :fork_and_knife: 132 - A simple but flexible plugin system for Python. * [:earth_americas: tryton](http://www.tryton.org/) - A general purpose business framework. ## Natural Language Processing @@ -834,35 +834,35 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with human languages.* - General - * [:octocat: gensim](https://github.com/RaRe-Technologies/gensim) - :star: 10937 :fork_and_knife: 3770 - Topic Modeling for Humans. - * [:octocat: langid.py](https://github.com/saffsd/langid.py) - :star: 1609 :fork_and_knife: 263 - Stand-alone language identification system. + * [:octocat: gensim](https://github.com/RaRe-Technologies/gensim) - :star: 10957 :fork_and_knife: 3778 - Topic Modeling for Humans. + * [:octocat: langid.py](https://github.com/saffsd/langid.py) - :star: 1617 :fork_and_knife: 263 - Stand-alone language identification system. * [:earth_americas: nltk](http://www.nltk.org/) - A leading platform for building Python programs to work with human language data. - * [:octocat: pattern](https://github.com/clips/pattern) - :star: 7443 :fork_and_knife: 1484 - A web mining module. - * [:octocat: polyglot](https://github.com/aboSamoor/polyglot) - :star: 1618 :fork_and_knife: 279 - Natural language pipeline supporting hundreds of languages. - * [:octocat: pytext](https://github.com/facebookresearch/pytext) - :star: 5902 :fork_and_knife: 726 - A natural language modeling framework based on PyTorch. - * [:octocat: PyTorch-NLP](https://github.com/PetrochukM/PyTorch-NLP) - :star: 1731 :fork_and_knife: 206 - A toolkit enabling rapid deep learning NLP prototyping for research. + * [:octocat: pattern](https://github.com/clips/pattern) - :star: 7455 :fork_and_knife: 1486 - A web mining module. + * [:octocat: polyglot](https://github.com/aboSamoor/polyglot) - :star: 1627 :fork_and_knife: 279 - Natural language pipeline supporting hundreds of languages. + * [:octocat: pytext](https://github.com/facebookresearch/pytext) - :star: 5913 :fork_and_knife: 731 - A natural language modeling framework based on PyTorch. + * [:octocat: PyTorch-NLP](https://github.com/PetrochukM/PyTorch-NLP) - :star: 1734 :fork_and_knife: 206 - A toolkit enabling rapid deep learning NLP prototyping for research. * [:earth_americas: spacy](https://spacy.io/) - A library for industrial-strength natural language processing in Python and Cython. - * [:octocat: Stanza](https://github.com/stanfordnlp/stanza) - :star: 4332 :fork_and_knife: 547 - The Stanford NLP Group's official Python library, supporting 60+ languages. + * [:octocat: Stanza](https://github.com/stanfordnlp/stanza) - :star: 4372 :fork_and_knife: 555 - The Stanford NLP Group's official Python library, supporting 60+ languages. - Chinese - * [:octocat: jieba](https://github.com/fxsjy/jieba) - :star: 23369 :fork_and_knife: 5759 - The most popular Chinese text segmentation library. - * [:octocat: pkuseg-python](https://github.com/lancopku/pkuseg-python) - :star: 4898 :fork_and_knife: 779 - A toolkit for Chinese word segmentation in various domains. - * [:octocat: snownlp](https://github.com/isnowfy/snownlp) - :star: 4820 :fork_and_knife: 1180 - A library for processing Chinese text. - * [:octocat: funNLP](https://github.com/fighting41love/funNLP) - :star: 21826 :fork_and_knife: 6603 - A collection of tools and datasets for Chinese NLP. + * [:octocat: jieba](https://github.com/fxsjy/jieba) - :star: 23456 :fork_and_knife: 5765 - The most popular Chinese text segmentation library. + * [:octocat: pkuseg-python](https://github.com/lancopku/pkuseg-python) - :star: 4910 :fork_and_knife: 783 - A toolkit for Chinese word segmentation in various domains. + * [:octocat: snownlp](https://github.com/isnowfy/snownlp) - :star: 4833 :fork_and_knife: 1182 - A library for processing Chinese text. + * [:octocat: funNLP](https://github.com/fighting41love/funNLP) - :star: 22054 :fork_and_knife: 6687 - A collection of tools and datasets for Chinese NLP. ## Network Virtualization *Tools and libraries for Virtual Networking and SDN (Software Defined Networking).* -* [:octocat: mininet](https://github.com/mininet/mininet) - :star: 3432 :fork_and_knife: 1383 - A popular network emulator and API written in Python. -* [:octocat: napalm](https://github.com/napalm-automation/napalm) - :star: 1507 :fork_and_knife: 427 - Cross-vendor API to manipulate network devices. -* [:octocat: pox](https://github.com/noxrepo/pox) - :star: 490 :fork_and_knife: 433 - A Python-based SDN control applications, such as OpenFlow SDN controllers. +* [:octocat: mininet](https://github.com/mininet/mininet) - :star: 3448 :fork_and_knife: 1391 - A popular network emulator and API written in Python. +* [:octocat: napalm](https://github.com/napalm-automation/napalm) - :star: 1510 :fork_and_knife: 431 - Cross-vendor API to manipulate network devices. +* [:octocat: pox](https://github.com/noxrepo/pox) - :star: 493 :fork_and_knife: 432 - A Python-based SDN control applications, such as OpenFlow SDN controllers. ## News Feed *Libraries for building user's activities.* -* [:octocat: django-activity-stream](https://github.com/justquick/django-activity-stream) - :star: 1762 :fork_and_knife: 449 - Generating generic activity streams from the actions on your site. -* [:octocat: Stream Framework](https://github.com/tschellenbach/Stream-Framework) - :star: 4333 :fork_and_knife: 534 - Building news feed and notification systems using Cassandra and Redis. +* [:octocat: django-activity-stream](https://github.com/justquick/django-activity-stream) - :star: 1768 :fork_and_knife: 452 - Generating generic activity streams from the actions on your site. +* [:octocat: Stream Framework](https://github.com/tschellenbach/Stream-Framework) - :star: 4334 :fork_and_knife: 535 - Building news feed and notification systems using Cassandra and Redis. ## ORM @@ -871,18 +871,18 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * Relational Databases * [:earth_americas: Django Models](https://docs.djangoproject.com/en/dev/topics/db/models/) - The Django ORM. * [:earth_americas: SQLAlchemy](https://www.sqlalchemy.org/) - The Python SQL Toolkit and Object Relational Mapper. - * [:octocat: awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) - :star: 2087 :fork_and_knife: 121 - * [:octocat: dataset](https://github.com/pudo/dataset) - :star: 3828 :fork_and_knife: 245 - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL. - * [:octocat: orator](https://github.com/sdispater/orator) - :star: 1094 :fork_and_knife: 145 - The Orator ORM provides a simple yet beautiful ActiveRecord implementation. - * [:octocat: orm](https://github.com/encode/orm) - :star: 954 :fork_and_knife: 48 - An async ORM. - * [:octocat: peewee](https://github.com/coleifer/peewee) - :star: 7638 :fork_and_knife: 1211 - A small, expressive ORM. - * [:octocat: pony](https://github.com/ponyorm/pony/) - :star: 2223 :fork_and_knife: 172 - ORM that provides a generator-oriented interface to SQL. - * [:octocat: pydal](https://github.com/web2py/pydal/) - :star: 316 :fork_and_knife: 110 - A pure Python Database Abstraction Layer. + * [:octocat: awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) - :star: 2093 :fork_and_knife: 123 + * [:octocat: dataset](https://github.com/pudo/dataset) - :star: 3834 :fork_and_knife: 245 - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL. + * [:octocat: orator](https://github.com/sdispater/orator) - :star: 1095 :fork_and_knife: 145 - The Orator ORM provides a simple yet beautiful ActiveRecord implementation. + * [:octocat: orm](https://github.com/encode/orm) - :star: 963 :fork_and_knife: 48 - An async ORM. + * [:octocat: peewee](https://github.com/coleifer/peewee) - :star: 7651 :fork_and_knife: 1215 - A small, expressive ORM. + * [:octocat: pony](https://github.com/ponyorm/pony/) - :star: 2230 :fork_and_knife: 173 - ORM that provides a generator-oriented interface to SQL. + * [:octocat: pydal](https://github.com/web2py/pydal/) - :star: 317 :fork_and_knife: 112 - A pure Python Database Abstraction Layer. * NoSQL Databases * [:octocat: hot-redis](https://github.com/stephenmcd/hot-redis) - :star: 261 :fork_and_knife: 25 - Rich Python data types for Redis. - * [:octocat: mongoengine](https://github.com/MongoEngine/mongoengine) - :star: 3194 :fork_and_knife: 1100 - A Python Object-Document-Mapper for working with MongoDB. - * [:octocat: PynamoDB](https://github.com/pynamodb/PynamoDB) - :star: 1274 :fork_and_knife: 316 - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). - * [:octocat: redisco](https://github.com/kiddouk/redisco) - :star: 431 :fork_and_knife: 86 - A Python Library for Simple Models and Containers Persisted in Redis. + * [:octocat: mongoengine](https://github.com/MongoEngine/mongoengine) - :star: 3200 :fork_and_knife: 1100 - A Python Object-Document-Mapper for working with MongoDB. + * [:octocat: PynamoDB](https://github.com/pynamodb/PynamoDB) - :star: 1278 :fork_and_knife: 316 - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). + * [:octocat: redisco](https://github.com/kiddouk/redisco) - :star: 432 :fork_and_knife: 86 - A Python Library for Simple Models and Containers Persisted in Redis. ## Package Management @@ -890,46 +890,46 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: pip](https://pip.pypa.io/en/stable/) - The package installer for Python. * [:earth_americas: PyPI](https://pypi.org/) - * [:octocat: pip-tools](https://github.com/jazzband/pip-tools) - :star: 4339 :fork_and_knife: 383 - A set of tools to keep your pinned Python dependencies fresh. -* [:octocat: poetry](https://github.com/sdispater/poetry) - :star: 11208 :fork_and_knife: 795 - Python dependency management and packaging made easy. -* [:octocat: conda](https://github.com/conda/conda/) - :star: 3667 :fork_and_knife: 928 - Cross-platform, Python-agnostic binary package manager. + * [:octocat: pip-tools](https://github.com/jazzband/pip-tools) - :star: 4349 :fork_and_knife: 385 - A set of tools to keep your pinned Python dependencies fresh. +* [:octocat: poetry](https://github.com/sdispater/poetry) - :star: 11302 :fork_and_knife: 806 - Python dependency management and packaging made easy. +* [:octocat: conda](https://github.com/conda/conda/) - :star: 3681 :fork_and_knife: 930 - Cross-platform, Python-agnostic binary package manager. ## Package Repositories *Local PyPI repository server and proxies.* -* [:octocat: warehouse](https://github.com/pypa/warehouse) - :star: 2423 :fork_and_knife: 701 - Next generation Python Package Repository (PyPI). -* [:octocat: bandersnatch](https://github.com/pypa/bandersnatch/) - :star: 179 :fork_and_knife: 73 - PyPI mirroring tool provided by Python Packaging Authority (PyPA). -* [:octocat: devpi](https://github.com/devpi/devpi) - :star: 389 :fork_and_knife: 75 - PyPI server and packaging/testing/release tool. -* [:octocat: localshop](https://github.com/jazzband/localshop) - :star: 360 :fork_and_knife: 113 - Local PyPI server (custom packages and auto-mirroring of pypi). +* [:octocat: warehouse](https://github.com/pypa/warehouse) - :star: 2427 :fork_and_knife: 707 - Next generation Python Package Repository (PyPI). +* [:octocat: bandersnatch](https://github.com/pypa/bandersnatch/) - :star: 179 :fork_and_knife: 72 - PyPI mirroring tool provided by Python Packaging Authority (PyPA). +* [:octocat: devpi](https://github.com/devpi/devpi) - :star: 391 :fork_and_knife: 75 - PyPI server and packaging/testing/release tool. +* [:octocat: localshop](https://github.com/jazzband/localshop) - :star: 361 :fork_and_knife: 113 - Local PyPI server (custom packages and auto-mirroring of pypi). ## Permissions *Libraries that allow or deny users access to data or functionality.* -* [:octocat: django-guardian](https://github.com/django-guardian/django-guardian) - :star: 2673 :fork_and_knife: 488 - Implementation of per object permissions for Django 1.2+ -* [:octocat: django-rules](https://github.com/dfunckt/django-rules) - :star: 1073 :fork_and_knife: 89 - A tiny but powerful app providing object-level permissions to Django, without requiring a database. +* [:octocat: django-guardian](https://github.com/django-guardian/django-guardian) - :star: 2687 :fork_and_knife: 489 - Implementation of per object permissions for Django 1.2+ +* [:octocat: django-rules](https://github.com/dfunckt/django-rules) - :star: 1080 :fork_and_knife: 90 - A tiny but powerful app providing object-level permissions to Django, without requiring a database. ## Processes *Libraries for starting and communicating with OS processes.* -* [:octocat: delegator.py](https://github.com/amitt001/delegator.py) - :star: 1485 :fork_and_knife: 85 - [Subprocesses](https://docs.python.org/3/library/subprocess.html) for Humans 2.0. +* [:octocat: delegator.py](https://github.com/amitt001/delegator.py) - :star: 1491 :fork_and_knife: 85 - [Subprocesses](https://docs.python.org/3/library/subprocess.html) for Humans 2.0. * [:earth_americas: sarge](https://sarge.readthedocs.io/en/latest/) - Yet another wrapper for subprocess. -* [:octocat: sh](https://github.com/amoffat/sh) - :star: 5313 :fork_and_knife: 421 - A full-fledged subprocess replacement for Python. +* [:octocat: sh](https://github.com/amoffat/sh) - :star: 5321 :fork_and_knife: 421 - A full-fledged subprocess replacement for Python. ## Recommender Systems *Libraries for building recommender systems.* -* [:octocat: annoy](https://github.com/spotify/annoy) - :star: 7185 :fork_and_knife: 787 - Approximate Nearest Neighbors in C++/Python optimized for memory usage. +* [:octocat: annoy](https://github.com/spotify/annoy) - :star: 7217 :fork_and_knife: 790 - Approximate Nearest Neighbors in C++/Python optimized for memory usage. * [:octocat: fastFM](https://github.com/ibayer/fastFM) - :star: 853 :fork_and_knife: 193 - A library for Factorization Machines. -* [:octocat: implicit](https://github.com/benfred/implicit) - :star: 1974 :fork_and_knife: 438 - A fast Python implementation of collaborative filtering for implicit datasets. -* [:octocat: libffm](https://github.com/guestwalk/libffm) - :star: 1423 :fork_and_knife: 445 - A library for Field-aware Factorization Machine (FFM). -* [:octocat: lightfm](https://github.com/lyst/lightfm) - :star: 3172 :fork_and_knife: 534 - A Python implementation of a number of popular recommendation algorithms. -* [:octocat: spotlight](https://github.com/maciejkula/spotlight) - :star: 2177 :fork_and_knife: 340 - Deep recommender models using PyTorch. -* [:octocat: Surprise](https://github.com/NicolasHug/Surprise) - :star: 4123 :fork_and_knife: 765 - A scikit for building and analyzing recommender systems. -* [:octocat: tensorrec](https://github.com/jfkirk/tensorrec) - :star: 1059 :fork_and_knife: 199 - A Recommendation Engine Framework in TensorFlow. +* [:octocat: implicit](https://github.com/benfred/implicit) - :star: 1982 :fork_and_knife: 439 - A fast Python implementation of collaborative filtering for implicit datasets. +* [:octocat: libffm](https://github.com/guestwalk/libffm) - :star: 1425 :fork_and_knife: 445 - A library for Field-aware Factorization Machine (FFM). +* [:octocat: lightfm](https://github.com/lyst/lightfm) - :star: 3183 :fork_and_knife: 535 - A Python implementation of a number of popular recommendation algorithms. +* [:octocat: spotlight](https://github.com/maciejkula/spotlight) - :star: 2185 :fork_and_knife: 341 - Deep recommender models using PyTorch. +* [:octocat: Surprise](https://github.com/NicolasHug/Surprise) - :star: 4155 :fork_and_knife: 771 - A scikit for building and analyzing recommender systems. +* [:octocat: tensorrec](https://github.com/jfkirk/tensorrec) - :star: 1060 :fork_and_knife: 198 - A Recommendation Engine Framework in TensorFlow. ## Refactoring @@ -937,7 +937,7 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: Bicycle Repair Man](http://bicyclerepair.sourceforge.net/) - Bicycle Repair Man, a refactoring tool for Python. * [:earth_americas: Bowler](https://pybowler.io/) - Safe code refactoring for modern Python. - * [:octocat: Rope](https://github.com/python-rope/rope) - :star: 936 :fork_and_knife: 114 - Rope is a python refactoring library. + * [:octocat: Rope](https://github.com/python-rope/rope) - :star: 941 :fork_and_knife: 114 - Rope is a python refactoring library. ## RESTful API @@ -947,58 +947,58 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: django-rest-framework](http://www.django-rest-framework.org/) - A powerful and flexible toolkit to build web APIs. * [:earth_americas: django-tastypie](http://tastypieapi.org/) - Creating delicious APIs for Django apps. * Flask - * [:octocat: eve](https://github.com/pyeve/eve) - :star: 6120 :fork_and_knife: 709 - REST API framework powered by Flask, MongoDB and good intentions. - * [:octocat: flask-api](https://github.com/flask-api/flask-api) - :star: 1169 :fork_and_knife: 135 - Browsable Web APIs for Flask. - * [:octocat: flask-restful](https://github.com/flask-restful/flask-restful) - :star: 5623 :fork_and_knife: 889 - Quickly building REST APIs for Flask. + * [:octocat: eve](https://github.com/pyeve/eve) - :star: 6120 :fork_and_knife: 711 - REST API framework powered by Flask, MongoDB and good intentions. + * [:octocat: flask-api](https://github.com/flask-api/flask-api) - :star: 1171 :fork_and_knife: 135 - Browsable Web APIs for Flask. + * [:octocat: flask-restful](https://github.com/flask-restful/flask-restful) - :star: 5631 :fork_and_knife: 890 - Quickly building REST APIs for Flask. * Pyramid - * [:octocat: cornice](https://github.com/Cornices/cornice) - :star: 359 :fork_and_knife: 146 - A RESTful framework for Pyramid. + * [:octocat: cornice](https://github.com/Cornices/cornice) - :star: 358 :fork_and_knife: 146 - A RESTful framework for Pyramid. * Framework agnostic - * [:octocat: apistar](https://github.com/encode/apistar) - :star: 5474 :fork_and_knife: 429 - A smart Web API framework, designed for Python 3. - * [:octocat: falcon](https://github.com/falconry/falcon) - :star: 7843 :fork_and_knife: 791 - A high-performance framework for building cloud APIs and web app backends. - * [:octocat: fastapi](https://github.com/tiangolo/fastapi) - :star: 15970 :fork_and_knife: 1083 - A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints. - * [:octocat: hug](https://github.com/hugapi/hug) - :star: 6270 :fork_and_knife: 362 - A Python 3 framework for cleanly exposing APIs. - * [:octocat: sandman2](https://github.com/jeffknupp/sandman2) - :star: 1520 :fork_and_knife: 173 - Automated REST APIs for existing database-driven systems. - * [:octocat: sanic](https://github.com/huge-success/sanic) - :star: 13886 :fork_and_knife: 1271 - A Python 3.6+ web server and web framework that's written to go fast. + * [:octocat: apistar](https://github.com/encode/apistar) - :star: 5478 :fork_and_knife: 431 - A smart Web API framework, designed for Python 3. + * [:octocat: falcon](https://github.com/falconry/falcon) - :star: 7865 :fork_and_knife: 792 - A high-performance framework for building cloud APIs and web app backends. + * [:octocat: fastapi](https://github.com/tiangolo/fastapi) - :star: 16276 :fork_and_knife: 1107 - A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints. + * [:octocat: hug](https://github.com/hugapi/hug) - :star: 6273 :fork_and_knife: 362 - A Python 3 framework for cleanly exposing APIs. + * [:octocat: sandman2](https://github.com/jeffknupp/sandman2) - :star: 1525 :fork_and_knife: 172 - Automated REST APIs for existing database-driven systems. + * [:octocat: sanic](https://github.com/huge-success/sanic) - :star: 13906 :fork_and_knife: 1271 - A Python 3.6+ web server and web framework that's written to go fast. * [:earth_americas: vibora](https://vibora.io/) - Fast, efficient and asynchronous Web framework inspired by Flask. ## Robotics *Libraries for robotics.* -* [:octocat: PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics) - :star: 9457 :fork_and_knife: 3070 - This is a compilation of various robotics algorithms with visualizations. +* [:octocat: PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics) - :star: 9513 :fork_and_knife: 3090 - This is a compilation of various robotics algorithms with visualizations. * [:earth_americas: rospy](http://wiki.ros.org/rospy) - This is a library for ROS (Robot Operating System). ## RPC Servers *RPC-compatible servers.* -* [:octocat: zeroRPC](https://github.com/0rpc/zerorpc-python) - :star: 2632 :fork_and_knife: 341 - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/). -* [:octocat: RPyC](https://github.com/tomerfiliba/rpyc) (Remote Python Call) - :star: 872 :fork_and_knife: 181 - A transparent and symmetric RPC library for Python +* [:octocat: zeroRPC](https://github.com/0rpc/zerorpc-python) - :star: 2637 :fork_and_knife: 342 - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/). +* [:octocat: RPyC](https://github.com/tomerfiliba/rpyc) (Remote Python Call) - :star: 876 :fork_and_knife: 182 - A transparent and symmetric RPC library for Python ## Science *Libraries for scientific computing. Also see [Python-for-Scientists](https://github.com/TomNicholas/Python-for-Scientists).* * [:earth_americas: astropy](http://www.astropy.org/) - A community Python library for Astronomy. -* [:octocat: bcbio-nextgen](https://github.com/chapmanb/bcbio-nextgen) - :star: 746 :fork_and_knife: 327 - Providing best-practice pipelines for fully automated high throughput sequencing analysis. +* [:octocat: bcbio-nextgen](https://github.com/chapmanb/bcbio-nextgen) - :star: 749 :fork_and_knife: 328 - Providing best-practice pipelines for fully automated high throughput sequencing analysis. * [:octocat: bccb](https://github.com/chapmanb/bcbb) - :star: 471 :fork_and_knife: 211 - Collection of useful code related to biological analysis. * [:earth_americas: Biopython](http://biopython.org/wiki/Main_Page) - Biopython is a set of freely available tools for biological computation. * [:earth_americas: cclib](http://cclib.github.io/) - A library for parsing and interpreting the results of computational chemistry packages. * [:earth_americas: Colour](http://colour-science.org/) - Implementing a comprehensive number of colour theory transformations and algorithms. -* [:octocat: Karate Club](https://github.com/benedekrozemberczki/karateclub) - :star: 813 :fork_and_knife: 83 - Unsupervised machine learning toolbox for graph structured data. +* [:octocat: Karate Club](https://github.com/benedekrozemberczki/karateclub) - :star: 828 :fork_and_knife: 84 - Unsupervised machine learning toolbox for graph structured data. * [:earth_americas: NetworkX](https://networkx.github.io/) - A high-productivity software for complex networks. * [:earth_americas: NIPY](http://nipy.org) - A collection of neuroimaging toolkits. * [:earth_americas: NumPy](http://www.numpy.org/) - A fundamental package for scientific computing with Python. * [:earth_americas: Open Babel](http://openbabel.org/wiki/Main_Page) - A chemical toolbox designed to speak the many languages of chemical data. * [:octocat: ObsPy](https://github.com/obspy/obspy/wiki/) - A Python toolbox for seismology. * [:earth_americas: PyDy](http://www.pydy.org/) - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion. -* [:octocat: PyMC](https://github.com/pymc-devs/pymc3) - :star: 5112 :fork_and_knife: 1245 - Markov Chain Monte Carlo sampling toolkit. +* [:octocat: PyMC](https://github.com/pymc-devs/pymc3) - :star: 5125 :fork_and_knife: 1246 - Markov Chain Monte Carlo sampling toolkit. * [:earth_americas: QuTiP](http://qutip.org/) - Quantum Toolbox in Python. * [:earth_americas: RDKit](http://www.rdkit.org/) - Cheminformatics and Machine Learning Software. * [:earth_americas: SciPy](https://www.scipy.org/) - A Python-based ecosystem of open-source software for mathematics, science, and engineering. -* [:octocat: statsmodels](https://github.com/statsmodels/statsmodels) - :star: 5254 :fork_and_knife: 1983 - Statistical modeling and econometrics in Python. -* [:octocat: SymPy](https://github.com/sympy/sympy) - :star: 7101 :fork_and_knife: 3047 - A Python library for symbolic mathematics. -* [:octocat: Zipline](https://github.com/quantopian/zipline) - :star: 11425 :fork_and_knife: 3328 - A Pythonic algorithmic trading library. +* [:octocat: statsmodels](https://github.com/statsmodels/statsmodels) - :star: 5288 :fork_and_knife: 1993 - Statistical modeling and econometrics in Python. +* [:octocat: SymPy](https://github.com/sympy/sympy) - :star: 7125 :fork_and_knife: 3055 - A Python library for symbolic mathematics. +* [:octocat: Zipline](https://github.com/quantopian/zipline) - :star: 11472 :fork_and_knife: 3332 - A Pythonic algorithmic trading library. * [:earth_americas: SimPy](https://bitbucket.org/simpy/simpy) - A process-based discrete-event simulation framework. ## Search @@ -1006,8 +1006,8 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries and software for indexing and performing search queries on data.* * [:earth_americas: elasticsearch-py](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/index.html) - The official low-level Python client for [Elasticsearch](https://www.elastic.co/products/elasticsearch). -* [:octocat: elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - :star: 2933 :fork_and_knife: 636 - The official high-level Python client for Elasticsearch. -* [:octocat: django-haystack](https://github.com/django-haystack/django-haystack) - :star: 2994 :fork_and_knife: 1204 - Modular search for Django. +* [:octocat: elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - :star: 2941 :fork_and_knife: 636 - The official high-level Python client for Elasticsearch. +* [:octocat: django-haystack](https://github.com/django-haystack/django-haystack) - :star: 3002 :fork_and_knife: 1205 - Modular search for Django. * [:octocat: pysolr](https://github.com/django-haystack/pysolr) - :star: 553 :fork_and_knife: 301 - A lightweight Python wrapper for [Apache Solr](https://lucene.apache.org/solr/). * [:earth_americas: whoosh](http://whoosh.readthedocs.io/en/latest/) - A fast, pure Python search engine library. @@ -1015,44 +1015,44 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for serializing complex data types* -* [:octocat: marshmallow](https://github.com/marshmallow-code/marshmallow) - :star: 4802 :fork_and_knife: 503 - A lightweight library for converting complex objects to and from simple Python datatypes. +* [:octocat: marshmallow](https://github.com/marshmallow-code/marshmallow) - :star: 4814 :fork_and_knife: 504 - A lightweight library for converting complex objects to and from simple Python datatypes. * [:octocat: pysimdjson](https://github.com/TkTech/pysimdjson) - :star: 273 :fork_and_knife: 20 - A Python bindings for [simdjson](https://github.com/lemire/simdjson). -* [:octocat: python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) - :star: 384 :fork_and_knife: 31 - A Python wrapper around [RapidJSON](https://github.com/Tencent/rapidjson). -* [:octocat: ultrajson](https://github.com/esnme/ultrajson) - :star: 2865 :fork_and_knife: 290 - A fast JSON decoder and encoder written in C with Python bindings. +* [:octocat: python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) - :star: 383 :fork_and_knife: 30 - A Python wrapper around [RapidJSON](https://github.com/Tencent/rapidjson). +* [:octocat: ultrajson](https://github.com/esnme/ultrajson) - :star: 2869 :fork_and_knife: 292 - A fast JSON decoder and encoder written in C with Python bindings. ## Serverless Frameworks *Frameworks for developing serverless Python code.* -* [:octocat: python-lambda](https://github.com/nficano/python-lambda) - :star: 1142 :fork_and_knife: 199 - A toolkit for developing and deploying Python code in AWS Lambda. -* [:octocat: Zappa](https://github.com/Miserlou/Zappa) - :star: 10751 :fork_and_knife: 1173 - A tool for deploying WSGI applications on AWS Lambda and API Gateway. +* [:octocat: python-lambda](https://github.com/nficano/python-lambda) - :star: 1145 :fork_and_knife: 201 - A toolkit for developing and deploying Python code in AWS Lambda. +* [:octocat: Zappa](https://github.com/Miserlou/Zappa) - :star: 10777 :fork_and_knife: 1177 - A tool for deploying WSGI applications on AWS Lambda and API Gateway. ## Specific Formats Processing *Libraries for parsing and manipulating specific text formats.* * General - * [:octocat: tablib](https://github.com/jazzband/tablib) - :star: 3717 :fork_and_knife: 545 - A module for Tabular Datasets in XLS, CSV, JSON, YAML. + * [:octocat: tablib](https://github.com/jazzband/tablib) - :star: 3724 :fork_and_knife: 545 - A module for Tabular Datasets in XLS, CSV, JSON, YAML. * Office * [:earth_americas: openpyxl](https://openpyxl.readthedocs.io/en/stable/) - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files. - * [:octocat: pyexcel](https://github.com/pyexcel/pyexcel) - :star: 813 :fork_and_knife: 128 - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files. - * [:octocat: python-docx](https://github.com/python-openxml/python-docx) - :star: 2239 :fork_and_knife: 647 - Reads, queries and modifies Microsoft Word 2007/2008 docx files. - * [:octocat: python-pptx](https://github.com/scanny/python-pptx) - :star: 1074 :fork_and_knife: 273 - Python library for creating and updating PowerPoint (.pptx) files. - * [:octocat: unoconv](https://github.com/unoconv/unoconv) - :star: 1898 :fork_and_knife: 365 - Convert between any document format supported by LibreOffice/OpenOffice. - * [:octocat: XlsxWriter](https://github.com/jmcnamara/XlsxWriter) - :star: 2282 :fork_and_knife: 478 - A Python module for creating Excel .xlsx files. - * [:octocat: xlwings](https://github.com/ZoomerAnalytics/xlwings) - :star: 1735 :fork_and_knife: 332 - A BSD-licensed library that makes it easy to call Python from Excel and vice versa. - * [:octocat: xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - :star: 952 :fork_and_knife: 270 - Writing and reading data and formatting information from Excel files. + * [:octocat: pyexcel](https://github.com/pyexcel/pyexcel) - :star: 817 :fork_and_knife: 129 - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files. + * [:octocat: python-docx](https://github.com/python-openxml/python-docx) - :star: 2246 :fork_and_knife: 647 - Reads, queries and modifies Microsoft Word 2007/2008 docx files. + * [:octocat: python-pptx](https://github.com/scanny/python-pptx) - :star: 1079 :fork_and_knife: 277 - Python library for creating and updating PowerPoint (.pptx) files. + * [:octocat: unoconv](https://github.com/unoconv/unoconv) - :star: 1902 :fork_and_knife: 365 - Convert between any document format supported by LibreOffice/OpenOffice. + * [:octocat: XlsxWriter](https://github.com/jmcnamara/XlsxWriter) - :star: 2286 :fork_and_knife: 481 - A Python module for creating Excel .xlsx files. + * [:octocat: xlwings](https://github.com/ZoomerAnalytics/xlwings) - :star: 1741 :fork_and_knife: 332 - A BSD-licensed library that makes it easy to call Python from Excel and vice versa. + * [:octocat: xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - :star: 955 :fork_and_knife: 271 - Writing and reading data and formatting information from Excel files. * PDF - * [:octocat: PDFMiner](https://github.com/euske/pdfminer) - :star: 4293 :fork_and_knife: 1000 - A tool for extracting information from PDF documents. - * [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - :star: 3191 :fork_and_knife: 816 - A library capable of splitting, merging and transforming PDF pages. + * [:octocat: PDFMiner](https://github.com/euske/pdfminer) - :star: 4299 :fork_and_knife: 1001 - A tool for extracting information from PDF documents. + * [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - :star: 3199 :fork_and_knife: 819 - A library capable of splitting, merging and transforming PDF pages. * [:earth_americas: ReportLab](https://www.reportlab.com/opensource/) - Allowing Rapid creation of rich PDF documents. * Markdown - * [:octocat: Mistune](https://github.com/lepture/mistune) - :star: 1797 :fork_and_knife: 186 - Fastest and full featured pure Python parsers of Markdown. - * [:octocat: Python-Markdown](https://github.com/waylan/Python-Markdown) - :star: 2179 :fork_and_knife: 525 - A Python implementation of John Gruber’s Markdown. + * [:octocat: Mistune](https://github.com/lepture/mistune) - :star: 1806 :fork_and_knife: 186 - Fastest and full featured pure Python parsers of Markdown. + * [:octocat: Python-Markdown](https://github.com/waylan/Python-Markdown) - :star: 2189 :fork_and_knife: 528 - A Python implementation of John Gruber’s Markdown. * YAML * [:earth_americas: PyYAML](http://pyyaml.org/) - YAML implementations for Python. * CSV - * [:octocat: csvkit](https://github.com/wireservice/csvkit) - :star: 4284 :fork_and_knife: 529 - Utilities for converting to and working with CSV. + * [:octocat: csvkit](https://github.com/wireservice/csvkit) - :star: 4291 :fork_and_knife: 528 - Utilities for converting to and working with CSV. * Archive * [:octocat: unp](https://github.com/mitsuhiko/unp) - :star: 365 :fork_and_knife: 62 - A command line tool that can unpack archives easily. @@ -1060,31 +1060,31 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Static site generator is a software that takes some text + templates as input and produces HTML files on the output.* -* [:octocat: mkdocs](https://github.com/mkdocs/mkdocs/) - :star: 10307 :fork_and_knife: 1524 - Markdown friendly documentation generator. -* [:octocat: pelican](https://github.com/getpelican/pelican) - :star: 9720 :fork_and_knife: 1644 - Static site generator that supports Markdown and reST syntax. -* [:octocat: lektor](https://github.com/lektor/lektor) - :star: 3300 :fork_and_knife: 264 - An easy to use static CMS and blog engine. -* [:octocat: nikola](https://github.com/getnikola/nikola) - :star: 1915 :fork_and_knife: 377 - A static website and blog generator. +* [:octocat: mkdocs](https://github.com/mkdocs/mkdocs/) - :star: 10349 :fork_and_knife: 1528 - Markdown friendly documentation generator. +* [:octocat: pelican](https://github.com/getpelican/pelican) - :star: 9733 :fork_and_knife: 1644 - Static site generator that supports Markdown and reST syntax. +* [:octocat: lektor](https://github.com/lektor/lektor) - :star: 3305 :fork_and_knife: 264 - An easy to use static CMS and blog engine. +* [:octocat: nikola](https://github.com/getnikola/nikola) - :star: 1922 :fork_and_knife: 378 - A static website and blog generator. ## Tagging *Libraries for tagging items.* -* [:octocat: django-taggit](https://github.com/jazzband/django-taggit) - :star: 2420 :fork_and_knife: 539 - Simple tagging for Django. +* [:octocat: django-taggit](https://github.com/jazzband/django-taggit) - :star: 2423 :fork_and_knife: 539 - Simple tagging for Django. ## Task Queues *Libraries for working with task queues.* * [:earth_americas: celery](http://www.celeryproject.org/) - An asynchronous task queue/job queue based on distributed message passing. -* [:octocat: huey](https://github.com/coleifer/huey) - :star: 3014 :fork_and_knife: 277 - Little multi-threaded task queue. -* [:octocat: mrq](https://github.com/pricingassistant/mrq) - :star: 811 :fork_and_knife: 108 - A distributed worker task queue in Python using Redis & gevent. -* [:octocat: rq](https://github.com/rq/rq) - :star: 7096 :fork_and_knife: 1141 - Simple job queues for Python. +* [:octocat: huey](https://github.com/coleifer/huey) - :star: 3041 :fork_and_knife: 278 - Little multi-threaded task queue. +* [:octocat: mrq](https://github.com/pricingassistant/mrq) - :star: 814 :fork_and_knife: 109 - A distributed worker task queue in Python using Redis & gevent. +* [:octocat: rq](https://github.com/rq/rq) - :star: 7101 :fork_and_knife: 1145 - Simple job queues for Python. ## Template Engine *Libraries and tools for templating and lexing.* -* [:octocat: Jinja2](https://github.com/pallets/jinja) - :star: 7115 :fork_and_knife: 1315 - A modern and designer friendly templating language. +* [:octocat: Jinja2](https://github.com/pallets/jinja) - :star: 7131 :fork_and_knife: 1316 - A modern and designer friendly templating language. * [:earth_americas: Genshi](https://genshi.edgewall.org/) - Python templating toolkit for generation of web-aware output. * [:earth_americas: Mako](http://www.makotemplates.org/) - Hyperfast and lightweight templating for the Python platform. @@ -1094,39 +1094,39 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * Testing Frameworks * [:earth_americas: pytest](https://docs.pytest.org/en/latest/) - A mature full-featured Python testing tool. - * [:octocat: hypothesis](https://github.com/HypothesisWorks/hypothesis) - :star: 4424 :fork_and_knife: 405 - Hypothesis is an advanced Quickcheck style property based testing library. - * [:octocat: nose2](https://github.com/nose-devs/nose2) - :star: 636 :fork_and_knife: 129 - The successor to `nose`, based on `unittest2. - * [:octocat: Robot Framework](https://github.com/robotframework/robotframework) - :star: 4752 :fork_and_knife: 1434 - A generic test automation framework. + * [:octocat: hypothesis](https://github.com/HypothesisWorks/hypothesis) - :star: 4439 :fork_and_knife: 406 - Hypothesis is an advanced Quickcheck style property based testing library. + * [:octocat: nose2](https://github.com/nose-devs/nose2) - :star: 638 :fork_and_knife: 130 - The successor to `nose`, based on `unittest2. + * [:octocat: Robot Framework](https://github.com/robotframework/robotframework) - :star: 4782 :fork_and_knife: 1441 - A generic test automation framework. * [:earth_americas: unittest](https://docs.python.org/3/library/unittest.html) - (Python standard library) Unit testing framework. * Test Runners - * [:octocat: green](https://github.com/CleanCut/green) - :star: 651 :fork_and_knife: 71 - A clean, colorful test runner. + * [:octocat: green](https://github.com/CleanCut/green) - :star: 652 :fork_and_knife: 71 - A clean, colorful test runner. * [:earth_americas: mamba](http://nestorsalceda.github.io/mamba/) - The definitive testing tool for Python. Born under the banner of BDD. * [:earth_americas: tox](https://tox.readthedocs.io/en/latest/) - Auto builds and tests distributions in multiple Python versions * GUI / Web Testing - * [:octocat: locust](https://github.com/locustio/locust) - :star: 13200 :fork_and_knife: 1847 - Scalable user load testing tool written in Python. - * [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - :star: 4006 :fork_and_knife: 562 - PyAutoGUI is a cross-platform GUI automation Python module for human beings. + * [:octocat: locust](https://github.com/locustio/locust) - :star: 13260 :fork_and_knife: 1857 - Scalable user load testing tool written in Python. + * [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - :star: 4031 :fork_and_knife: 563 - PyAutoGUI is a cross-platform GUI automation Python module for human beings. * [:earth_americas: Selenium](https://pypi.org/project/selenium/) - Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver. - * [:octocat: sixpack](https://github.com/seatgeek/sixpack) - :star: 1638 :fork_and_knife: 187 - A language-agnostic A/B Testing framework. - * [:octocat: splinter](https://github.com/cobrateam/splinter) - :star: 2229 :fork_and_knife: 463 - Open source tool for testing web applications. + * [:octocat: sixpack](https://github.com/seatgeek/sixpack) - :star: 1638 :fork_and_knife: 188 - A language-agnostic A/B Testing framework. + * [:octocat: splinter](https://github.com/cobrateam/splinter) - :star: 2234 :fork_and_knife: 466 - Open source tool for testing web applications. * Mock * [:earth_americas: mock](https://docs.python.org/3/library/unittest.mock.html) - (Python standard library) A mocking and patching library. * [:earth_americas: doublex](https://pypi.org/project/doublex/) - Powerful test doubles framework for Python. - * [:octocat: freezegun](https://github.com/spulec/freezegun) - :star: 2456 :fork_and_knife: 182 - Travel through time by mocking the datetime module. + * [:octocat: freezegun](https://github.com/spulec/freezegun) - :star: 2470 :fork_and_knife: 185 - Travel through time by mocking the datetime module. * [:octocat: httmock](https://github.com/patrys/httmock) - :star: 406 :fork_and_knife: 48 - A mocking library for requests for Python 2.6+ and 3.2+. * [:octocat: httpretty](https://github.com/gabrielfalcao/HTTPretty) - :star: 1800 :fork_and_knife: 243 - HTTP request mock tool for Python. * [:octocat: mocket](https://github.com/mindflayer/python-mocket) - :star: 185 :fork_and_knife: 28 - A socket mock framework with gevent/asyncio/SSL support. - * [:octocat: responses](https://github.com/getsentry/responses) - :star: 2814 :fork_and_knife: 234 - A utility library for mocking out the requests Python library. - * [:octocat: VCR.py](https://github.com/kevin1024/vcrpy) - :star: 1726 :fork_and_knife: 242 - Record and replay HTTP interactions on your tests. + * [:octocat: responses](https://github.com/getsentry/responses) - :star: 2820 :fork_and_knife: 236 - A utility library for mocking out the requests Python library. + * [:octocat: VCR.py](https://github.com/kevin1024/vcrpy) - :star: 1730 :fork_and_knife: 244 - Record and replay HTTP interactions on your tests. * Object Factories - * [:octocat: factory_boy](https://github.com/FactoryBoy/factory_boy) - :star: 2199 :fork_and_knife: 287 - A test fixtures replacement for Python. - * [:octocat: mixer](https://github.com/klen/mixer) - :star: 692 :fork_and_knife: 70 - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc. - * [:octocat: model_mommy](https://github.com/vandersonmota/model_mommy) - :star: 939 :fork_and_knife: 159 - Creating random fixtures for testing in Django. + * [:octocat: factory_boy](https://github.com/FactoryBoy/factory_boy) - :star: 2206 :fork_and_knife: 287 - A test fixtures replacement for Python. + * [:octocat: mixer](https://github.com/klen/mixer) - :star: 694 :fork_and_knife: 70 - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc. + * [:octocat: model_mommy](https://github.com/vandersonmota/model_mommy) - :star: 938 :fork_and_knife: 159 - Creating random fixtures for testing in Django. * Code Coverage * [:earth_americas: coverage](https://pypi.org/project/coverage/) - Code coverage measurement. * Fake Data - * [:octocat: mimesis](https://github.com/lk-geimfari/mimesis) - :star: 2885 :fork_and_knife: 251 - is a Python library that help you generate fake data. - * [:octocat: fake2db](https://github.com/emirozer/fake2db) - :star: 2016 :fork_and_knife: 112 - Fake database generator. - * [:octocat: faker](https://github.com/joke2k/faker) - :star: 10070 :fork_and_knife: 1177 - A Python package that generates fake data. + * [:octocat: mimesis](https://github.com/lk-geimfari/mimesis) - :star: 2894 :fork_and_knife: 250 - is a Python library that help you generate fake data. + * [:octocat: fake2db](https://github.com/emirozer/fake2db) - :star: 2018 :fork_and_knife: 112 - Fake database generator. + * [:octocat: faker](https://github.com/joke2k/faker) - :star: 10119 :fork_and_knife: 1182 - A Python package that generates fake data. * [:earth_americas: radar](https://pypi.org/project/radar/) - Generate random datetime / time. ## Text Processing @@ -1134,58 +1134,58 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for parsing and manipulating plain texts.* * General - * [:octocat: chardet](https://github.com/chardet/chardet) - :star: 1334 :fork_and_knife: 188 - Python 2/3 compatible character encoding detector. + * [:octocat: chardet](https://github.com/chardet/chardet) - :star: 1334 :fork_and_knife: 187 - Python 2/3 compatible character encoding detector. * [:earth_americas: difflib](https://docs.python.org/3/library/difflib.html) - (Python standard library) Helpers for computing deltas. - * [:octocat: ftfy](https://github.com/LuminosoInsight/python-ftfy) - :star: 2714 :fork_and_knife: 94 - Makes Unicode text less broken and more consistent automagically. - * [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - :star: 7038 :fork_and_knife: 754 - Fuzzy String Matching. - * [:octocat: Levenshtein](https://github.com/ztane/python-Levenshtein/) - :star: 821 :fork_and_knife: 118 - Fast computation of Levenshtein distance and string similarity. + * [:octocat: ftfy](https://github.com/LuminosoInsight/python-ftfy) - :star: 2715 :fork_and_knife: 94 - Makes Unicode text less broken and more consistent automagically. + * [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - :star: 7073 :fork_and_knife: 758 - Fuzzy String Matching. + * [:octocat: Levenshtein](https://github.com/ztane/python-Levenshtein/) - :star: 827 :fork_and_knife: 117 - Fast computation of Levenshtein distance and string similarity. * [:octocat: pangu.py](https://github.com/vinta/pangu.py) - :star: 147 :fork_and_knife: 21 - Paranoid text spacing. - * [:octocat: pyfiglet](https://github.com/pwaller/pyfiglet) - :star: 659 :fork_and_knife: 69 - An implementation of figlet written in Python. - * [:octocat: pypinyin](https://github.com/mozillazg/python-pinyin) - :star: 2661 :fork_and_knife: 433 - Convert Chinese hanzi (漢字) to pinyin (拼音). - * [:octocat: textdistance](https://github.com/orsinium/textdistance) - :star: 1699 :fork_and_knife: 151 - Compute distance between sequences with 30+ algorithms. + * [:octocat: pyfiglet](https://github.com/pwaller/pyfiglet) - :star: 662 :fork_and_knife: 71 - An implementation of figlet written in Python. + * [:octocat: pypinyin](https://github.com/mozillazg/python-pinyin) - :star: 2682 :fork_and_knife: 433 - Convert Chinese hanzi (漢字) to pinyin (拼音). + * [:octocat: textdistance](https://github.com/orsinium/textdistance) - :star: 1714 :fork_and_knife: 153 - Compute distance between sequences with 30+ algorithms. * [:earth_americas: unidecode](https://pypi.org/project/Unidecode/) - ASCII transliterations of Unicode text. * Slugify * [:octocat: awesome-slugify](https://github.com/dimka665/awesome-slugify) - :star: 446 :fork_and_knife: 37 - A Python slugify library that can preserve unicode. - * [:octocat: python-slugify](https://github.com/un33k/python-slugify) - :star: 864 :fork_and_knife: 76 - A Python slugify library that translates unicode to ASCII. - * [:octocat: unicode-slugify](https://github.com/mozilla/unicode-slugify) - :star: 293 :fork_and_knife: 54 - A slugifier that generates unicode slugs with Django as a dependency. + * [:octocat: python-slugify](https://github.com/un33k/python-slugify) - :star: 870 :fork_and_knife: 77 - A Python slugify library that translates unicode to ASCII. + * [:octocat: unicode-slugify](https://github.com/mozilla/unicode-slugify) - :star: 294 :fork_and_knife: 54 - A slugifier that generates unicode slugs with Django as a dependency. * Unique identifiers - * [:octocat: hashids](https://github.com/davidaurelio/hashids-python) - :star: 1087 :fork_and_knife: 82 - Implementation of [hashids](http://hashids.org) in Python. - * [:octocat: shortuuid](https://github.com/skorokithakis/shortuuid) - :star: 1293 :fork_and_knife: 83 - A generator library for concise, unambiguous and URL-safe UUIDs. + * [:octocat: hashids](https://github.com/davidaurelio/hashids-python) - :star: 1091 :fork_and_knife: 82 - Implementation of [hashids](http://hashids.org) in Python. + * [:octocat: shortuuid](https://github.com/skorokithakis/shortuuid) - :star: 1294 :fork_and_knife: 83 - A generator library for concise, unambiguous and URL-safe UUIDs. * Parser - * [:octocat: ply](https://github.com/dabeaz/ply) - :star: 1679 :fork_and_knife: 291 - Implementation of lex and yacc parsing tools for Python. + * [:octocat: ply](https://github.com/dabeaz/ply) - :star: 1684 :fork_and_knife: 291 - Implementation of lex and yacc parsing tools for Python. * [:earth_americas: pygments](http://pygments.org/) - A generic syntax highlighter. - * [:octocat: pyparsing](https://github.com/pyparsing/pyparsing) - :star: 763 :fork_and_knife: 128 - A general purpose framework for generating parsers. - * [:octocat: python-nameparser](https://github.com/derek73/python-nameparser) - :star: 413 :fork_and_knife: 71 - Parsing human names into their individual components. - * [:octocat: python-phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - :star: 2487 :fork_and_knife: 305 - Parsing, formatting, storing and validating international phone numbers. + * [:octocat: pyparsing](https://github.com/pyparsing/pyparsing) - :star: 772 :fork_and_knife: 128 - A general purpose framework for generating parsers. + * [:octocat: python-nameparser](https://github.com/derek73/python-nameparser) - :star: 415 :fork_and_knife: 72 - Parsing human names into their individual components. + * [:octocat: python-phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - :star: 2490 :fork_and_knife: 305 - Parsing, formatting, storing and validating international phone numbers. * [:octocat: python-user-agents](https://github.com/selwin/python-user-agents) - :star: 1041 :fork_and_knife: 175 - Browser user agent parser. - * [:octocat: sqlparse](https://github.com/andialbrecht/sqlparse) - :star: 2097 :fork_and_knife: 439 - A non-validating SQL parser. + * [:octocat: sqlparse](https://github.com/andialbrecht/sqlparse) - :star: 2100 :fork_and_knife: 439 - A non-validating SQL parser. ## Third-party APIs *Libraries for accessing third party services APIs. Also see [List of Python API Wrappers and Libraries](https://github.com/realpython/list-of-python-api-wrappers).* * [:earth_americas: apache-libcloud](https://libcloud.apache.org/) - One Python library for all clouds. -* [:octocat: boto3](https://github.com/boto/boto3) - :star: 5553 :fork_and_knife: 1190 - Python interface to Amazon Web Services. -* [:octocat: django-wordpress](https://github.com/istrategylabs/django-wordpress) - :star: 312 :fork_and_knife: 81 - WordPress models and views for Django. -* [:octocat: facebook-sdk](https://github.com/mobolic/facebook-sdk) - :star: 2520 :fork_and_knife: 922 - Facebook Platform Python SDK. -* [:octocat: google-api-python-client](https://github.com/google/google-api-python-client) - :star: 3806 :fork_and_knife: 1632 - Google APIs Client Library for Python. -* [:octocat: gspread](https://github.com/burnash/gspread) - :star: 4775 :fork_and_knife: 730 - Google Spreadsheets Python API. -* [:octocat: twython](https://github.com/ryanmcgrath/twython) - :star: 1719 :fork_and_knife: 396 - A Python wrapper for the Twitter API. +* [:octocat: boto3](https://github.com/boto/boto3) - :star: 5569 :fork_and_knife: 1194 - Python interface to Amazon Web Services. +* [:octocat: django-wordpress](https://github.com/istrategylabs/django-wordpress) - :star: 312 :fork_and_knife: 82 - WordPress models and views for Django. +* [:octocat: facebook-sdk](https://github.com/mobolic/facebook-sdk) - :star: 2521 :fork_and_knife: 922 - Facebook Platform Python SDK. +* [:octocat: google-api-python-client](https://github.com/google/google-api-python-client) - :star: 3829 :fork_and_knife: 1647 - Google APIs Client Library for Python. +* [:octocat: gspread](https://github.com/burnash/gspread) - :star: 4787 :fork_and_knife: 732 - Google Spreadsheets Python API. +* [:octocat: twython](https://github.com/ryanmcgrath/twython) - :star: 1723 :fork_and_knife: 396 - A Python wrapper for the Twitter API. ## URL Manipulation *Libraries for parsing URLs.* -* [:octocat: furl](https://github.com/gruns/furl) - :star: 1838 :fork_and_knife: 111 - A small Python library that makes parsing and manipulating URLs easy. +* [:octocat: furl](https://github.com/gruns/furl) - :star: 1838 :fork_and_knife: 112 - A small Python library that makes parsing and manipulating URLs easy. * [:octocat: purl](https://github.com/codeinthehole/purl) - :star: 246 :fork_and_knife: 32 - A simple, immutable URL class with a clean API for interrogation and manipulation. -* [:octocat: pyshorteners](https://github.com/ellisonleao/pyshorteners) - :star: 260 :fork_and_knife: 48 - A pure Python URL shortening lib. -* [:octocat: webargs](https://github.com/marshmallow-code/webargs) - :star: 1038 :fork_and_knife: 137 - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks. +* [:octocat: pyshorteners](https://github.com/ellisonleao/pyshorteners) - :star: 259 :fork_and_knife: 48 - A pure Python URL shortening lib. +* [:octocat: webargs](https://github.com/marshmallow-code/webargs) - :star: 1041 :fork_and_knife: 138 - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks. ## Video *Libraries for manipulating video and GIFs.* -* [:octocat: vidgear](https://github.com/abhiTronix/vidgear) - :star: 1279 :fork_and_knife: 96 - Most Powerful multi-threaded Video Processing framework. +* [:octocat: vidgear](https://github.com/abhiTronix/vidgear) - :star: 1287 :fork_and_knife: 97 - Most Powerful multi-threaded Video Processing framework. * [:earth_americas: moviepy](https://zulko.github.io/moviepy/) - A module for script-based movie editing with many formats, including animated GIFs. * [:octocat: scikit-video](https://github.com/aizvorski/scikit-video) - :star: 99 :fork_and_knife: 23 - Video processing routines for SciPy. @@ -1194,39 +1194,39 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Tools for managing, compressing and minifying website assets.* * [:octocat: django-compressor](https://github.com/django-compressor/django-compressor) - :star: 2343 :fork_and_knife: 556 - Compresses linked and inline JavaScript or CSS into a single cached file. -* [:octocat: django-pipeline](https://github.com/jazzband/django-pipeline) - :star: 1370 :fork_and_knife: 342 - An asset packaging library for Django. -* [:octocat: django-storages](https://github.com/jschneier/django-storages) - :star: 1620 :fork_and_knife: 631 - A collection of custom storage back ends for Django. +* [:octocat: django-pipeline](https://github.com/jazzband/django-pipeline) - :star: 1371 :fork_and_knife: 343 - An asset packaging library for Django. +* [:octocat: django-storages](https://github.com/jschneier/django-storages) - :star: 1625 :fork_and_knife: 636 - A collection of custom storage back ends for Django. * [:earth_americas: fanstatic](http://www.fanstatic.org/en/latest/) - Packages, optimizes, and serves static file dependencies as Python packages. * [:earth_americas: fileconveyor](http://wimleers.com/fileconveyor) - A daemon to detect and sync files to CDNs, S3 and FTP. * [:octocat: flask-assets](https://github.com/miracle2k/flask-assets) - :star: 400 :fork_and_knife: 88 - Helps you integrate webassets into your Flask app. -* [:octocat: webassets](https://github.com/miracle2k/webassets) - :star: 882 :fork_and_knife: 252 - Bundles, optimizes, and manages unique cache-busting URLs for static resources. +* [:octocat: webassets](https://github.com/miracle2k/webassets) - :star: 883 :fork_and_knife: 252 - Bundles, optimizes, and manages unique cache-busting URLs for static resources. ## Web Content Extracting *Libraries for extracting web contents.* -* [:octocat: html2text](https://github.com/Alir3z4/html2text) - :star: 944 :fork_and_knife: 171 - Convert HTML to Markdown-formatted text. -* [:octocat: lassie](https://github.com/michaelhelmick/lassie) - :star: 503 :fork_and_knife: 39 - Web Content Retrieval for Humans. +* [:octocat: html2text](https://github.com/Alir3z4/html2text) - :star: 948 :fork_and_knife: 171 - Convert HTML to Markdown-formatted text. +* [:octocat: lassie](https://github.com/michaelhelmick/lassie) - :star: 502 :fork_and_knife: 39 - Web Content Retrieval for Humans. * [:octocat: micawber](https://github.com/coleifer/micawber) - :star: 496 :fork_and_knife: 73 - A small library for extracting rich content from URLs. -* [:octocat: newspaper](https://github.com/codelucas/newspaper) - :star: 9775 :fork_and_knife: 1618 - News extraction, article extraction and content curation in Python. -* [:octocat: python-readability](https://github.com/buriy/python-readability) - :star: 1826 :fork_and_knife: 310 - Fast Python port of arc90's readability tool. -* [:octocat: requests-html](https://github.com/psf/requests-html) - :star: 10993 :fork_and_knife: 710 - Pythonic HTML Parsing for Humans. -* [:octocat: sumy](https://github.com/miso-belica/sumy) - :star: 2301 :fork_and_knife: 416 - A module for automatic summarization of text documents and HTML pages. -* [:octocat: textract](https://github.com/deanmalmgren/textract) - :star: 2829 :fork_and_knife: 400 - Extract text from any document, Word, PowerPoint, PDFs, etc. -* [:octocat: toapi](https://github.com/gaojiuli/toapi) - :star: 3024 :fork_and_knife: 212 - Every web site provides APIs. +* [:octocat: newspaper](https://github.com/codelucas/newspaper) - :star: 9798 :fork_and_knife: 1624 - News extraction, article extraction and content curation in Python. +* [:octocat: python-readability](https://github.com/buriy/python-readability) - :star: 1831 :fork_and_knife: 310 - Fast Python port of arc90's readability tool. +* [:octocat: requests-html](https://github.com/psf/requests-html) - :star: 11013 :fork_and_knife: 714 - Pythonic HTML Parsing for Humans. +* [:octocat: sumy](https://github.com/miso-belica/sumy) - :star: 2310 :fork_and_knife: 420 - A module for automatic summarization of text documents and HTML pages. +* [:octocat: textract](https://github.com/deanmalmgren/textract) - :star: 2834 :fork_and_knife: 400 - Extract text from any document, Word, PowerPoint, PDFs, etc. +* [:octocat: toapi](https://github.com/gaojiuli/toapi) - :star: 3023 :fork_and_knife: 212 - Every web site provides APIs. ## Web Crawling *Libraries to automate web scraping.* -* [:octocat: cola](https://github.com/chineking/cola) - :star: 1369 :fork_and_knife: 542 - A distributed crawling framework. +* [:octocat: cola](https://github.com/chineking/cola) - :star: 1370 :fork_and_knife: 542 - A distributed crawling framework. * [:earth_americas: feedparser](https://pythonhosted.org/feedparser/) - Universal feed parser. -* [:octocat: grab](https://github.com/lorien/grab) - :star: 1943 :fork_and_knife: 244 - Site scraping framework. -* [:octocat: MechanicalSoup](https://github.com/MechanicalSoup/MechanicalSoup) - :star: 3507 :fork_and_knife: 310 - A Python library for automating interaction with websites. -* [:octocat: pyspider](https://github.com/binux/pyspider) - :star: 14405 :fork_and_knife: 3499 - A powerful spider system. -* [:octocat: robobrowser](https://github.com/jmcarp/robobrowser) - :star: 3459 :fork_and_knife: 317 - A simple, Pythonic library for browsing the web without a standalone web browser. +* [:octocat: grab](https://github.com/lorien/grab) - :star: 1945 :fork_and_knife: 244 - Site scraping framework. +* [:octocat: MechanicalSoup](https://github.com/MechanicalSoup/MechanicalSoup) - :star: 3506 :fork_and_knife: 311 - A Python library for automating interaction with websites. +* [:octocat: pyspider](https://github.com/binux/pyspider) - :star: 14417 :fork_and_knife: 3500 - A powerful spider system. +* [:octocat: robobrowser](https://github.com/jmcarp/robobrowser) - :star: 3458 :fork_and_knife: 317 - A simple, Pythonic library for browsing the web without a standalone web browser. * [:earth_americas: scrapy](https://scrapy.org/) - A fast high-level screen scraping and web crawling framework. -* [:octocat: portia](https://github.com/scrapinghub/portia) - :star: 7785 :fork_and_knife: 1259 - Visual scraping for Scrapy. +* [:octocat: portia](https://github.com/scrapinghub/portia) - :star: 7798 :fork_and_knife: 1261 - Visual scraping for Scrapy. ## Web Frameworks @@ -1234,13 +1234,13 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * Synchronous * [:earth_americas: Django](https://www.djangoproject.com/) - The most popular web framework in Python. - * [:octocat: awesome-django](https://github.com/wsvincent/awesome-django) - :star: 2278 :fork_and_knife: 445 - * [:octocat: awesome-django](https://github.com/shahraizali/awesome-django) - :star: 383 :fork_and_knife: 72 + * [:octocat: awesome-django](https://github.com/wsvincent/awesome-django) - :star: 2312 :fork_and_knife: 456 + * [:octocat: awesome-django](https://github.com/shahraizali/awesome-django) - :star: 385 :fork_and_knife: 72 * [:earth_americas: Flask](http://flask.pocoo.org/) - A microframework for Python. - * [:octocat: awesome-flask](https://github.com/humiaozuzu/awesome-flask) - :star: 8898 :fork_and_knife: 1338 + * [:octocat: awesome-flask](https://github.com/humiaozuzu/awesome-flask) - :star: 8927 :fork_and_knife: 1343 * [:earth_americas: Pyramid](https://pylonsproject.org/) - A small, fast, down-to-earth, open source Python web framework. - * [:octocat: awesome-pyramid](https://github.com/uralbash/awesome-pyramid) - :star: 486 :fork_and_knife: 54 - * [:octocat: Masonite](https://github.com/MasoniteFramework/masonite) - :star: 1407 :fork_and_knife: 88 - The modern and developer centric Python web framework. + * [:octocat: awesome-pyramid](https://github.com/uralbash/awesome-pyramid) - :star: 488 :fork_and_knife: 54 + * [:octocat: Masonite](https://github.com/MasoniteFramework/masonite) - :star: 1415 :fork_and_knife: 88 - The modern and developer centric Python web framework. * Asynchronous * [:earth_americas: Tornado](http://www.tornadoweb.org/en/latest/) - A web framework and asynchronous networking library. @@ -1248,19 +1248,19 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with WebSocket.* -* [:octocat: autobahn-python](https://github.com/crossbario/autobahn-python) - :star: 2183 :fork_and_knife: 617 - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). -* [:octocat: channels](https://github.com/django/channels) - :star: 4436 :fork_and_knife: 603 - Developer-friendly asynchrony for Django. -* [:octocat: websockets](https://github.com/aaugustin/websockets) - :star: 2767 :fork_and_knife: 323 - A library for building WebSocket servers and clients with a focus on correctness and simplicity. +* [:octocat: autobahn-python](https://github.com/crossbario/autobahn-python) - :star: 2184 :fork_and_knife: 618 - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). +* [:octocat: channels](https://github.com/django/channels) - :star: 4449 :fork_and_knife: 605 - Developer-friendly asynchrony for Django. +* [:octocat: websockets](https://github.com/aaugustin/websockets) - :star: 2778 :fork_and_knife: 323 - A library for building WebSocket servers and clients with a focus on correctness and simplicity. ## WSGI Servers *WSGI-compatible web servers.* -* [:octocat: bjoern](https://github.com/jonashaag/bjoern) - :star: 2357 :fork_and_knife: 172 - Asynchronous, very fast and written in C. -* [:octocat: gunicorn](https://github.com/benoitc/gunicorn) - :star: 6940 :fork_and_knife: 1296 - Pre-forked, partly written in C. +* [:octocat: bjoern](https://github.com/jonashaag/bjoern) - :star: 2367 :fork_and_knife: 173 - Asynchronous, very fast and written in C. +* [:octocat: gunicorn](https://github.com/benoitc/gunicorn) - :star: 6957 :fork_and_knife: 1300 - Pre-forked, partly written in C. * [:earth_americas: uWSGI](https://uwsgi-docs.readthedocs.io/en/latest/) - A project aims at developing a full stack for building hosting services, written in C. -* [:octocat: waitress](https://github.com/Pylons/waitress) - :star: 777 :fork_and_knife: 110 - Multi-threaded, powers Pyramid. -* [:octocat: werkzeug](https://github.com/pallets/werkzeug) - :star: 5356 :fork_and_knife: 1459 - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects. +* [:octocat: waitress](https://github.com/Pylons/waitress) - :star: 782 :fork_and_knife: 110 - Multi-threaded, powers Pyramid. +* [:octocat: werkzeug](https://github.com/pallets/werkzeug) - :star: 5361 :fork_and_knife: 1463 - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects. # Resources From d8d2140c6c3e52115642bb4ac3e8971dcdd5b474 Mon Sep 17 00:00:00 2001 From: trananhkma Date: Mon, 27 Jul 2020 00:13:53 +0700 Subject: [PATCH 7/8] "update 2020-07-27T00:13:53.368540" --- README.md | 922 +++++++++++++++++++++++++++--------------------------- 1 file changed, 461 insertions(+), 461 deletions(-) diff --git a/README.md b/README.md index 87b63ac..fa56fbd 100644 --- a/README.md +++ b/README.md @@ -105,42 +105,42 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for administrative interfaces.* -* [:octocat: ajenti](https://github.com/ajenti/ajenti) - :star: 6054 :fork_and_knife: 740 - The admin panel your servers deserve. +* [:octocat: ajenti](https://github.com/ajenti/ajenti) - :star: 6066 :fork_and_knife: 740 - The admin panel your servers deserve. * [:earth_americas: django-grappelli](https://grappelliproject.com/) - A jazzy skin for the Django Admin-Interface. -* [:octocat: django-jet](https://github.com/geex-arts/django-jet) - :star: 2777 :fork_and_knife: 602 - Modern responsive template for the Django admin interface with improved functionality. +* [:octocat: django-jet](https://github.com/geex-arts/django-jet) - :star: 2794 :fork_and_knife: 613 - Modern responsive template for the Django admin interface with improved functionality. * [:earth_americas: django-suit](https://djangosuit.com/) - Alternative Django Admin-Interface (free only for Non-commercial use). -* [:octocat: django-xadmin](https://github.com/sshwsfc/xadmin) - :star: 4409 :fork_and_knife: 1364 - Drop-in replacement of Django admin comes with lots of goodies. -* [:octocat: jet-bridge](https://github.com/jet-admin/jet-bridge) - :star: 733 :fork_and_knife: 65 - Admin panel framework for any application with nice UI (ex Jet Django) -* [:octocat: flask-admin](https://github.com/flask-admin/flask-admin) - :star: 4305 :fork_and_knife: 1230 - Simple and extensible administrative interface framework for Flask. -* [:octocat: flower](https://github.com/mher/flower) - :star: 4319 :fork_and_knife: 755 - Real-time monitor and web admin for Celery. -* [:octocat: wooey](https://github.com/wooey/wooey) - :star: 1452 :fork_and_knife: 163 - A Django app which creates automatic web UIs for Python scripts. +* [:octocat: django-xadmin](https://github.com/sshwsfc/xadmin) - :star: 4415 :fork_and_knife: 1368 - Drop-in replacement of Django admin comes with lots of goodies. +* [:octocat: jet-bridge](https://github.com/jet-admin/jet-bridge) - :star: 745 :fork_and_knife: 66 - Admin panel framework for any application with nice UI (ex Jet Django) +* [:octocat: flask-admin](https://github.com/flask-admin/flask-admin) - :star: 4327 :fork_and_knife: 1236 - Simple and extensible administrative interface framework for Flask. +* [:octocat: flower](https://github.com/mher/flower) - :star: 4348 :fork_and_knife: 759 - Real-time monitor and web admin for Celery. +* [:octocat: wooey](https://github.com/wooey/wooey) - :star: 1453 :fork_and_knife: 165 - A Django app which creates automatic web UIs for Python scripts. ## Algorithms and Design Patterns *Python implementation of data structures, algorithms and design patterns.* * Algorithms - * [:octocat: TheAlgorithms](https://github.com/TheAlgorithms/Python) - :star: 78815 :fork_and_knife: 23668 - All Algorithms implemented in Python. - * [:octocat: algorithms](https://github.com/keon/algorithms) - :star: 17504 :fork_and_knife: 3536 - Minimal examples of data structures and algorithms. - * [:octocat: python-ds](https://github.com/prabhupant/python-ds) - :star: 986 :fork_and_knife: 328 - A collection of data structure and algorithms for coding interviews. - * [:octocat: sortedcontainers](https://github.com/grantjenks/python-sortedcontainers) - :star: 1775 :fork_and_knife: 113 - Fast and pure-Python implementation of sorted collections. + * [:octocat: TheAlgorithms](https://github.com/TheAlgorithms/Python) - :star: 80056 :fork_and_knife: 24027 - All Algorithms implemented in Python. + * [:octocat: algorithms](https://github.com/keon/algorithms) - :star: 17587 :fork_and_knife: 3552 - Minimal examples of data structures and algorithms. + * [:octocat: python-ds](https://github.com/prabhupant/python-ds) - :star: 1008 :fork_and_knife: 342 - A collection of data structure and algorithms for coding interviews. + * [:octocat: sortedcontainers](https://github.com/grantjenks/python-sortedcontainers) - :star: 1788 :fork_and_knife: 113 - Fast and pure-Python implementation of sorted collections. * Design Patterns - * [:octocat: PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - :star: 1005 :fork_and_knife: 95 - A simple yet effective library for implementing common design patterns. - * [:octocat: python-patterns](https://github.com/faif/python-patterns) - :star: 25123 :fork_and_knife: 5313 - A collection of design patterns in Python. - * [:octocat: transitions](https://github.com/pytransitions/transitions) - :star: 3045 :fork_and_knife: 380 - A lightweight, object-oriented finite state machine implementation. + * [:octocat: PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - :star: 1017 :fork_and_knife: 97 - A simple yet effective library for implementing common design patterns. + * [:octocat: python-patterns](https://github.com/faif/python-patterns) - :star: 25289 :fork_and_knife: 5348 - A collection of design patterns in Python. + * [:octocat: transitions](https://github.com/pytransitions/transitions) - :star: 3074 :fork_and_knife: 389 - A lightweight, object-oriented finite state machine implementation. ## ASGI Servers *[ASGI](https://asgi.readthedocs.io/en/latest/)-compatible web servers.* -* [:octocat: uvicorn](https://github.com/encode/uvicorn) - :star: 2757 :fork_and_knife: 198 - A lightning-fast ASGI server implementation, using uvloop and httptools. -* [:octocat: daphne](https://github.com/django/daphne) - :star: 1299 :fork_and_knife: 167 - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP. +* [:octocat: uvicorn](https://github.com/encode/uvicorn) - :star: 2877 :fork_and_knife: 204 - A lightning-fast ASGI server implementation, using uvloop and httptools. +* [:octocat: daphne](https://github.com/django/daphne) - :star: 1310 :fork_and_knife: 169 - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP. ## Asynchronous Programming * [:earth_americas: asyncio](https://docs.python.org/3/library/asyncio.html) - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks. - [awesome-asyncio](https://github.com/timofurrer/awesome-asyncio) -* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 6996 :fork_and_knife: 408 - Ultra fast asyncio event loop. +* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 7046 :fork_and_knife: 413 - Ultra fast asyncio event loop. * [:earth_americas: Twisted](https://twistedmatrix.com/trac/) - An event-driven networking engine. ## Audio @@ -148,33 +148,33 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for manipulating audio and its metadata.* * Audio - * [:octocat: audioread](https://github.com/beetbox/audioread) - :star: 332 :fork_and_knife: 78 - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. - * [:octocat: dejavu](https://github.com/worldveil/dejavu) - :star: 5030 :fork_and_knife: 1172 - Audio fingerprinting and recognition. - * [:octocat: matchering](https://github.com/sergree/matchering) - :star: 217 :fork_and_knife: 39 - A library for automated reference audio mastering. + * [:octocat: audioread](https://github.com/beetbox/audioread) - :star: 334 :fork_and_knife: 79 - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. + * [:octocat: dejavu](https://github.com/worldveil/dejavu) - :star: 5056 :fork_and_knife: 1180 - Audio fingerprinting and recognition. + * [:octocat: matchering](https://github.com/sergree/matchering) - :star: 234 :fork_and_knife: 39 - A library for automated reference audio mastering. * [:earth_americas: mingus](http://bspaans.github.io/python-mingus/) - An advanced music theory and notation package with MIDI file and playback support. - * [:octocat: pyAudioAnalysis](https://github.com/tyiannak/pyAudioAnalysis) - :star: 3260 :fork_and_knife: 882 - Audio feature extraction, classification, segmentation and applications. - * [:octocat: pydub](https://github.com/jiaaro/pydub) - :star: 4554 :fork_and_knife: 632 - Manipulate audio with a simple and easy high level interface. - * [:octocat: TimeSide](https://github.com/Parisson/TimeSide) - :star: 289 :fork_and_knife: 49 - Open web audio processing framework. + * [:octocat: pyAudioAnalysis](https://github.com/tyiannak/pyAudioAnalysis) - :star: 3290 :fork_and_knife: 889 - Audio feature extraction, classification, segmentation and applications. + * [:octocat: pydub](https://github.com/jiaaro/pydub) - :star: 4591 :fork_and_knife: 635 - Manipulate audio with a simple and easy high level interface. + * [:octocat: TimeSide](https://github.com/Parisson/TimeSide) - :star: 288 :fork_and_knife: 48 - Open web audio processing framework. * Metadata - * [:octocat: beets](https://github.com/beetbox/beets) - :star: 9446 :fork_and_knife: 1594 - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger. - * [:octocat: eyeD3](https://github.com/nicfit/eyeD3) - :star: 235 :fork_and_knife: 37 - A tool for working with audio files, specifically MP3 files containing ID3 metadata. - * [:octocat: mutagen](https://github.com/quodlibet/mutagen) - :star: 627 :fork_and_knife: 91 - A Python module to handle audio metadata. - * [:octocat: tinytag](https://github.com/devsnd/tinytag) - :star: 396 :fork_and_knife: 77 - A library for reading music meta data of MP3, OGG, FLAC and Wave files. + * [:octocat: beets](https://github.com/beetbox/beets) - :star: 9495 :fork_and_knife: 1594 - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger. + * [:octocat: eyeD3](https://github.com/nicfit/eyeD3) - :star: 241 :fork_and_knife: 37 - A tool for working with audio files, specifically MP3 files containing ID3 metadata. + * [:octocat: mutagen](https://github.com/quodlibet/mutagen) - :star: 636 :fork_and_knife: 90 - A Python module to handle audio metadata. + * [:octocat: tinytag](https://github.com/devsnd/tinytag) - :star: 399 :fork_and_knife: 76 - A library for reading music meta data of MP3, OGG, FLAC and Wave files. ## Authentication *Libraries for implementing authentications schemes.* * OAuth - * [:octocat: authlib](https://github.com/lepture/authlib) - :star: 1904 :fork_and_knife: 192 - JavaScript Object Signing and Encryption draft implementation. - * [:octocat: django-allauth](https://github.com/pennersr/django-allauth) - :star: 5623 :fork_and_knife: 1990 - Authentication app for Django that "just works." - * [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - :star: 1961 :fork_and_knife: 557 - OAuth 2 goodies for Django. - * [:octocat: oauthlib](https://github.com/idan/oauthlib) - :star: 2055 :fork_and_knife: 414 - A generic and thorough implementation of the OAuth request-signing logic. - * [:octocat: python-oauth2](https://github.com/joestump/python-oauth2) - :star: 2919 :fork_and_knife: 1041 - A fully tested, abstract interface to creating OAuth clients and servers. - * [:octocat: python-social-auth](https://github.com/omab/python-social-auth) - :star: 2790 :fork_and_knife: 1141 - An easy-to-setup social authentication mechanism. + * [:octocat: authlib](https://github.com/lepture/authlib) - :star: 1941 :fork_and_knife: 198 - JavaScript Object Signing and Encryption draft implementation. + * [:octocat: django-allauth](https://github.com/pennersr/django-allauth) - :star: 5672 :fork_and_knife: 2016 - Authentication app for Django that "just works." + * [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - :star: 1981 :fork_and_knife: 557 - OAuth 2 goodies for Django. + * [:octocat: oauthlib](https://github.com/idan/oauthlib) - :star: 2063 :fork_and_knife: 415 - A generic and thorough implementation of the OAuth request-signing logic. + * [:octocat: python-oauth2](https://github.com/joestump/python-oauth2) - :star: 2923 :fork_and_knife: 1041 - A fully tested, abstract interface to creating OAuth clients and servers. + * [:octocat: python-social-auth](https://github.com/omab/python-social-auth) - :star: 2793 :fork_and_knife: 1140 - An easy-to-setup social authentication mechanism. * JWT - * [:octocat: pyjwt](https://github.com/jpadilla/pyjwt) - :star: 3329 :fork_and_knife: 429 - JSON Web Token implementation in Python. - * [:octocat: python-jose](https://github.com/mpdavis/python-jose/) - :star: 635 :fork_and_knife: 126 - A JOSE implementation in Python. + * [:octocat: pyjwt](https://github.com/jpadilla/pyjwt) - :star: 3353 :fork_and_knife: 433 - JSON Web Token implementation in Python. + * [:octocat: python-jose](https://github.com/mpdavis/python-jose/) - :star: 672 :fork_and_knife: 126 - A JOSE implementation in Python. * [:octocat: python-jwt](https://github.com/davedoesdev/python-jwt) - :star: 171 :fork_and_knife: 23 - A module for generating and verifying JSON Web Tokens. ## Build Tools @@ -183,8 +183,8 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: BitBake](http://www.yoctoproject.org/docs/1.6/bitbake-user-manual/bitbake-user-manual.html) - A make-like build tool for embedded Linux. * [:earth_americas: buildout](http://www.buildout.org/en/latest/) - A build system for creating, assembling and deploying applications from multiple parts. -* [:octocat: PlatformIO](https://github.com/platformio/platformio-core) - :star: 4183 :fork_and_knife: 536 - A console tool to build code with different development platforms. -* [:octocat: pybuilder](https://github.com/pybuilder/pybuilder) - :star: 1220 :fork_and_knife: 220 - A continuous build tool written in pure Python. +* [:octocat: PlatformIO](https://github.com/platformio/platformio-core) - :star: 4223 :fork_and_knife: 538 - A console tool to build code with different development platforms. +* [:octocat: pybuilder](https://github.com/pybuilder/pybuilder) - :star: 1229 :fork_and_knife: 222 - A continuous build tool written in pure Python. * [:earth_americas: SCons](http://www.scons.org/) - A software construction tool. ## Built-in Classes Enhancement @@ -192,10 +192,10 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for enhancing Python built-in classes.* * [:earth_americas: dataclasses](https://docs.python.org/3/library/dataclasses.html) - (Python standard library) Data classes. -* [:octocat: attrs](https://github.com/python-attrs/attrs) - :star: 3124 :fork_and_knife: 220 - Replacement for `__init__`, `__eq__`, `__repr__`, etc. boilerplate in class definitions. -* [:octocat: bidict](https://github.com/jab/bidict) - :star: 611 :fork_and_knife: 34 - Efficient, Pythonic bidirectional map data structures and related functionality.. -* [:octocat: Box](https://github.com/cdgriffith/Box) - :star: 1477 :fork_and_knife: 60 - Python dictionaries with advanced dot notation access. -* [:octocat: DottedDict](https://github.com/carlosescri/DottedDict) - :star: 100 :fork_and_knife: 12 - A library that provides a method of accessing lists and dicts with a dotted path notation. +* [:octocat: attrs](https://github.com/python-attrs/attrs) - :star: 3148 :fork_and_knife: 222 - Replacement for `__init__`, `__eq__`, `__repr__`, etc. boilerplate in class definitions. +* [:octocat: bidict](https://github.com/jab/bidict) - :star: 613 :fork_and_knife: 35 - Efficient, Pythonic bidirectional map data structures and related functionality.. +* [:octocat: Box](https://github.com/cdgriffith/Box) - :star: 1484 :fork_and_knife: 61 - Python dictionaries with advanced dot notation access. +* [:octocat: DottedDict](https://github.com/carlosescri/DottedDict) - :star: 102 :fork_and_knife: 12 - A library that provides a method of accessing lists and dicts with a dotted path notation. ## CMS @@ -203,56 +203,56 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: wagtail](https://wagtail.io/) - A Django content management system. * [:earth_americas: django-cms](https://www.django-cms.org/en/) - An Open source enterprise CMS based on the Django. -* [:octocat: feincms](https://github.com/feincms/feincms) - :star: 776 :fork_and_knife: 223 - One of the most advanced Content Management Systems built on Django. -* [:octocat: indico](https://github.com/indico/indico) - :star: 1052 :fork_and_knife: 241 - A feature-rich event management system, made @ [CERN](https://en.wikipedia.org/wiki/CERN). +* [:octocat: feincms](https://github.com/feincms/feincms) - :star: 777 :fork_and_knife: 226 - One of the most advanced Content Management Systems built on Django. +* [:octocat: indico](https://github.com/indico/indico) - :star: 1062 :fork_and_knife: 243 - A feature-rich event management system, made @ [CERN](https://en.wikipedia.org/wiki/CERN). * [:octocat: Kotti](https://github.com/Kotti/Kotti) - :star: 352 :fork_and_knife: 114 - A high-level, Pythonic web application framework built on Pyramid. -* [:octocat: mezzanine](https://github.com/stephenmcd/mezzanine) - :star: 4095 :fork_and_knife: 1478 - A powerful, consistent, and flexible content management platform. +* [:octocat: mezzanine](https://github.com/stephenmcd/mezzanine) - :star: 4109 :fork_and_knife: 1483 - A powerful, consistent, and flexible content management platform. * [:earth_americas: plone](https://plone.org/) - A CMS built on top of the open source application server Zope. -* [:octocat: quokka](https://github.com/rochacbruno/quokka) - :star: 2192 :fork_and_knife: 465 - Flexible, extensible, small CMS powered by Flask and MongoDB. +* [:octocat: quokka](https://github.com/rochacbruno/quokka) - :star: 2195 :fork_and_knife: 465 - Flexible, extensible, small CMS powered by Flask and MongoDB. ## Caching *Libraries for caching data.* -* [:octocat: beaker](https://github.com/bbangert/beaker) - :star: 444 :fork_and_knife: 127 - A WSGI middleware for sessions and caching. -* [:octocat: django-cache-machine](https://github.com/django-cache-machine/django-cache-machine) - :star: 788 :fork_and_knife: 154 - Automatic caching and invalidation for Django models. -* [:octocat: django-cacheops](https://github.com/Suor/django-cacheops) - :star: 1260 :fork_and_knife: 161 - A slick ORM cache with automatic granular event-driven invalidation. +* [:octocat: beaker](https://github.com/bbangert/beaker) - :star: 446 :fork_and_knife: 128 - A WSGI middleware for sessions and caching. +* [:octocat: django-cache-machine](https://github.com/django-cache-machine/django-cache-machine) - :star: 789 :fork_and_knife: 156 - Automatic caching and invalidation for Django models. +* [:octocat: django-cacheops](https://github.com/Suor/django-cacheops) - :star: 1265 :fork_and_knife: 161 - A slick ORM cache with automatic granular event-driven invalidation. * [:earth_americas: dogpile.cache](http://dogpilecache.readthedocs.io/en/latest/) - dogpile.cache is next generation replacement for Beaker made by same authors. * [:earth_americas: HermesCache](https://pypi.org/project/HermesCache/) - Python caching library with tag-based invalidation and dogpile effect prevention. -* [:octocat: pylibmc](https://github.com/lericson/pylibmc) - :star: 433 :fork_and_knife: 120 - A Python wrapper around the [libmemcached](https://libmemcached.org/libMemcached.html) interface. +* [:octocat: pylibmc](https://github.com/lericson/pylibmc) - :star: 436 :fork_and_knife: 120 - A Python wrapper around the [libmemcached](https://libmemcached.org/libMemcached.html) interface. * [:earth_americas: python-diskcache](http://www.grantjenks.com/docs/diskcache/) - SQLite and file backed cache backend with faster lookups than memcached and redis. ## ChatOps Tools *Libraries for chatbot development.* -* [:octocat: errbot](https://github.com/errbotio/errbot/) - :star: 2266 :fork_and_knife: 501 - The easiest and most popular chatbot to implement ChatOps. +* [:octocat: errbot](https://github.com/errbotio/errbot/) - :star: 2274 :fork_and_knife: 502 - The easiest and most popular chatbot to implement ChatOps. ## Code Analysis *Tools of static analysis, linters and code quality checkers. Also see [awesome-static-analysis](https://github.com/mre/awesome-static-analysis).* * Code Analysis - * [:octocat: coala](https://github.com/coala/coala/) - :star: 3025 :fork_and_knife: 1350 - Language independent and easily extendable code analysis application. - * [:octocat: code2flow](https://github.com/scottrogowski/code2flow) - :star: 744 :fork_and_knife: 125 - Turn your Python and JavaScript code into DOT flowcharts. - * [:octocat: prospector](https://github.com/PyCQA/prospector) - :star: 1270 :fork_and_knife: 111 - A tool to analyse Python code. - * [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - :star: 1442 :fork_and_knife: 247 - A library that visualises the flow (call graph) of your Python application. - * [:octocat: vulture](https://github.com/jendrikseipp/vulture) - :star: 962 :fork_and_knife: 52 - A tool for finding and analysing dead Python code. + * [:octocat: coala](https://github.com/coala/coala/) - :star: 3034 :fork_and_knife: 1348 - Language independent and easily extendable code analysis application. + * [:octocat: code2flow](https://github.com/scottrogowski/code2flow) - :star: 754 :fork_and_knife: 127 - Turn your Python and JavaScript code into DOT flowcharts. + * [:octocat: prospector](https://github.com/PyCQA/prospector) - :star: 1280 :fork_and_knife: 110 - A tool to analyse Python code. + * [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - :star: 1445 :fork_and_knife: 247 - A library that visualises the flow (call graph) of your Python application. + * [:octocat: vulture](https://github.com/jendrikseipp/vulture) - :star: 972 :fork_and_knife: 54 - A tool for finding and analysing dead Python code. * Code Linters * [:earth_americas: flake8](https://pypi.org/project/flake8/) - A wrapper around `pycodestyle`, `pyflakes` and McCabe. - * [:octocat: awesome-flake8-extensions](https://github.com/DmytroLitvinov/awesome-flake8-extensions) - :star: 345 :fork_and_knife: 15 + * [:octocat: awesome-flake8-extensions](https://github.com/DmytroLitvinov/awesome-flake8-extensions) - :star: 352 :fork_and_knife: 15 * [:earth_americas: pylint](https://www.pylint.org/) - A fully customizable source code analyzer. - * [:octocat: pylama](https://github.com/klen/pylama) - :star: 707 :fork_and_knife: 72 - A code audit tool for Python and JavaScript. - * [:octocat: wemake-python-styleguide](https://github.com/wemake-services/wemake-python-styleguide) - :star: 1051 :fork_and_knife: 207 - The strictest and most opinionated python linter ever. + * [:octocat: pylama](https://github.com/klen/pylama) - :star: 711 :fork_and_knife: 72 - A code audit tool for Python and JavaScript. + * [:octocat: wemake-python-styleguide](https://github.com/wemake-services/wemake-python-styleguide) - :star: 1080 :fork_and_knife: 209 - The strictest and most opinionated python linter ever. * Code Formatters - * [:octocat: black](https://github.com/python/black) - :star: 16643 :fork_and_knife: 1007 - The uncompromising Python code formatter. - * [:octocat: yapf](https://github.com/google/yapf) - :star: 10801 :fork_and_knife: 730 - Yet another Python code formatter from Google. + * [:octocat: black](https://github.com/python/black) - :star: 16915 :fork_and_knife: 1025 - The uncompromising Python code formatter. + * [:octocat: yapf](https://github.com/google/yapf) - :star: 10867 :fork_and_knife: 733 - Yet another Python code formatter from Google. * Static Type Checkers, also see [awesome-python-typing](https://github.com/typeddjango/awesome-python-typing) * [:earth_americas: mypy](http://mypy-lang.org/) - Check variable types during compile time. - * [:octocat: typeshed](https://github.com/python/typeshed) - :star: 1735 :fork_and_knife: 871 - Collection of library stubs for Python, with static types. - * [:octocat: pyre-check](https://github.com/facebook/pyre-check) - :star: 3439 :fork_and_knife: 195 - Performant type checking. + * [:octocat: typeshed](https://github.com/python/typeshed) - :star: 1754 :fork_and_knife: 882 - Collection of library stubs for Python, with static types. + * [:octocat: pyre-check](https://github.com/facebook/pyre-check) - :star: 3454 :fork_and_knife: 199 - Performant type checking. * Static Type Annotations Generators - * [:octocat: MonkeyType](https://github.com/Instagram/MonkeyType) - :star: 3020 :fork_and_knife: 112 - A system for Python that generates static type annotations by collecting runtime types + * [:octocat: MonkeyType](https://github.com/Instagram/MonkeyType) - :star: 3029 :fork_and_knife: 113 - A system for Python that generates static type annotations by collecting runtime types ## Command-line Interface Development @@ -263,56 +263,56 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: click](http://click.pocoo.org/dev/) - A package for creating beautiful command line interfaces in a composable way. * [:earth_americas: cliff](https://docs.openstack.org/developer/cliff/) - A framework for creating command-line programs with multi-level commands. * [:earth_americas: docopt](http://docopt.org/) - Pythonic command line arguments parser. - * [:octocat: python-fire](https://github.com/google/python-fire) - :star: 17294 :fork_and_knife: 1061 - A library for creating command line interfaces from absolutely any Python object. - * [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - :star: 6375 :fork_and_knife: 485 - A library for building powerful interactive command lines. + * [:octocat: python-fire](https://github.com/google/python-fire) - :star: 17373 :fork_and_knife: 1069 - A library for creating command line interfaces from absolutely any Python object. + * [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - :star: 6416 :fork_and_knife: 488 - A library for building powerful interactive command lines. * Terminal Rendering - * [:octocat: asciimatics](https://github.com/peterbrittain/asciimatics) - :star: 1895 :fork_and_knife: 158 - A package to create full-screen text UIs (from interactive forms to ASCII animations). - * [:octocat: bashplotlib](https://github.com/glamp/bashplotlib) - :star: 1426 :fork_and_knife: 115 - Making basic plots in the terminal. + * [:octocat: asciimatics](https://github.com/peterbrittain/asciimatics) - :star: 1912 :fork_and_knife: 161 - A package to create full-screen text UIs (from interactive forms to ASCII animations). + * [:octocat: bashplotlib](https://github.com/glamp/bashplotlib) - :star: 1433 :fork_and_knife: 117 - Making basic plots in the terminal. * [:earth_americas: colorama](https://pypi.org/project/colorama/) - Cross-platform colored terminal text. - * [:octocat: rich](https://github.com/willmcgugan/rich) - :star: 9424 :fork_and_knife: 223 - Python library for rich text and beautiful formatting in the terminal. Also provides a great `RichHandler` log handler. - * [:octocat: tqdm](https://github.com/tqdm/tqdm) - :star: 15046 :fork_and_knife: 779 - Fast, extensible progress bar for loops and CLI. - * [:octocat: alive-progress](https://github.com/rsalmei/alive-progress) - :star: 659 :fork_and_knife: 21 - A new kind of Progress Bar, with real-time throughput, eta and very cool animations. + * [:octocat: rich](https://github.com/willmcgugan/rich) - :star: 10134 :fork_and_knife: 242 - Python library for rich text and beautiful formatting in the terminal. Also provides a great `RichHandler` log handler. + * [:octocat: tqdm](https://github.com/tqdm/tqdm) - :star: 15235 :fork_and_knife: 795 - Fast, extensible progress bar for loops and CLI. + * [:octocat: alive-progress](https://github.com/rsalmei/alive-progress) - :star: 685 :fork_and_knife: 22 - A new kind of Progress Bar, with real-time throughput, eta and very cool animations. ## Command-line Tools *Useful CLI-based tools for productivity.* * Productivity Tools - * [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - :star: 12358 :fork_and_knife: 1312 - A command-line utility that creates projects from cookiecutters (project templates). - * [:octocat: doitlive](https://github.com/sloria/doitlive) - :star: 2782 :fork_and_knife: 87 - A tool for live presentations in the terminal. - * [:octocat: howdoi](https://github.com/gleitz/howdoi) - :star: 8215 :fork_and_knife: 750 - Instant coding answers via the command line. - * [:octocat: Invoke](https://github.com/pyinvoke/invoke#readme) - :star: 2912 :fork_and_knife: 260 - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks. - * [:octocat: PathPicker](https://github.com/facebook/PathPicker) - :star: 4419 :fork_and_knife: 270 - Select files out of bash output. - * [:octocat: percol](https://github.com/mooz/percol) - :star: 2927 :fork_and_knife: 147 - Adds flavor of interactive selection to the traditional pipe concept on UNIX. - * [:octocat: thefuck](https://github.com/nvbn/thefuck) - :star: 54129 :fork_and_knife: 2715 - Correcting your previous console command. - * [:octocat: tmuxp](https://github.com/tony/tmuxp) - :star: 2793 :fork_and_knife: 181 - A [tmux](https://github.com/tmux/tmux) session manager. + * [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - :star: 12483 :fork_and_knife: 1320 - A command-line utility that creates projects from cookiecutters (project templates). + * [:octocat: doitlive](https://github.com/sloria/doitlive) - :star: 2801 :fork_and_knife: 88 - A tool for live presentations in the terminal. + * [:octocat: howdoi](https://github.com/gleitz/howdoi) - :star: 8261 :fork_and_knife: 754 - Instant coding answers via the command line. + * [:octocat: Invoke](https://github.com/pyinvoke/invoke#readme) - :star: 2922 :fork_and_knife: 261 - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks. + * [:octocat: PathPicker](https://github.com/facebook/PathPicker) - :star: 4432 :fork_and_knife: 272 - Select files out of bash output. + * [:octocat: percol](https://github.com/mooz/percol) - :star: 2933 :fork_and_knife: 147 - Adds flavor of interactive selection to the traditional pipe concept on UNIX. + * [:octocat: thefuck](https://github.com/nvbn/thefuck) - :star: 54367 :fork_and_knife: 2721 - Correcting your previous console command. + * [:octocat: tmuxp](https://github.com/tony/tmuxp) - :star: 2811 :fork_and_knife: 182 - A [tmux](https://github.com/tmux/tmux) session manager. * [:octocat: try](https://github.com/timofurrer/try) - :star: 552 :fork_and_knife: 29 - A dead simple CLI to try out python packages - it's never been easier. * CLI Enhancements - * [:octocat: httpie](https://github.com/jakubroztocil/httpie) - :star: 47362 :fork_and_knife: 3055 - A command line HTTP client, a user-friendly cURL replacement. - * [:octocat: kube-shell](https://github.com/cloudnativelabs/kube-shell) - :star: 1628 :fork_and_knife: 131 - An integrated shell for working with the Kubernetes CLI. - * [:octocat: mycli](https://github.com/dbcli/mycli) - :star: 8765 :fork_and_knife: 533 - MySQL CLI with autocompletion and syntax highlighting. - * [:octocat: pgcli](https://github.com/dbcli/pgcli) - :star: 8796 :fork_and_knife: 404 - PostgreSQL CLI with autocompletion and syntax highlighting. - * [:octocat: iredis](https://github.com/laixintao/iredis) - :star: 1109 :fork_and_knife: 40 - Redis CLI with autocompletion and syntax highlighting. - * [:octocat: litecli](https://github.com/dbcli/litecli) - :star: 1157 :fork_and_knife: 33 - SQLite CLI with autocompletion and syntax highlighting. - * [:octocat: saws](https://github.com/donnemartin/saws) - :star: 4523 :fork_and_knife: 245 - A Supercharged [aws-cli](https://github.com/aws/aws-cli). + * [:octocat: httpie](https://github.com/jakubroztocil/httpie) - :star: 47620 :fork_and_knife: 3065 - A command line HTTP client, a user-friendly cURL replacement. + * [:octocat: kube-shell](https://github.com/cloudnativelabs/kube-shell) - :star: 1645 :fork_and_knife: 132 - An integrated shell for working with the Kubernetes CLI. + * [:octocat: mycli](https://github.com/dbcli/mycli) - :star: 8797 :fork_and_knife: 541 - MySQL CLI with autocompletion and syntax highlighting. + * [:octocat: pgcli](https://github.com/dbcli/pgcli) - :star: 8826 :fork_and_knife: 408 - PostgreSQL CLI with autocompletion and syntax highlighting. + * [:octocat: iredis](https://github.com/laixintao/iredis) - :star: 1133 :fork_and_knife: 42 - Redis CLI with autocompletion and syntax highlighting. + * [:octocat: litecli](https://github.com/dbcli/litecli) - :star: 1166 :fork_and_knife: 34 - SQLite CLI with autocompletion and syntax highlighting. + * [:octocat: saws](https://github.com/donnemartin/saws) - :star: 4544 :fork_and_knife: 247 - A Supercharged [aws-cli](https://github.com/aws/aws-cli). ## Compatibility *Libraries for migrating from Python 2 to 3.* * [:earth_americas: python-future](http://python-future.org/index.html) - The missing compatibility layer between Python 2 and Python 3. -* [:octocat: python-modernize](https://github.com/mitsuhiko/python-modernize) - :star: 541 :fork_and_knife: 67 - Modernizes Python code for eventual Python 3 migration. +* [:octocat: python-modernize](https://github.com/mitsuhiko/python-modernize) - :star: 541 :fork_and_knife: 31 - Modernizes Python code for eventual Python 3 migration. * [:earth_americas: six](https://pypi.org/project/six/) - Python 2 and 3 compatibility utilities. ## Computer Vision *Libraries for Computer Vision.* -* [:octocat: Kornia](https://github.com/kornia/kornia/) - :star: 2578 :fork_and_knife: 267 - Open Source Differentiable Computer Vision Library for PyTorch. +* [:octocat: Kornia](https://github.com/kornia/kornia/) - :star: 2626 :fork_and_knife: 269 - Open Source Differentiable Computer Vision Library for PyTorch. * [:earth_americas: OpenCV](https://opencv.org/) - Open Source Computer Vision Library. -* [:octocat: pytesseract](https://github.com/madmaze/pytesseract) - :star: 2996 :fork_and_knife: 458 - Another wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr). -* [:octocat: tesserocr](https://github.com/sirfz/tesserocr) - :star: 1264 :fork_and_knife: 177 - A simple, Pillow-friendly, wrapper around the `tesseract-ocr` API for OCR. -* [:octocat: SimpleCV](https://github.com/sightmachine/SimpleCV) - :star: 2423 :fork_and_knife: 761 - An open source framework for building computer vision applications. +* [:octocat: pytesseract](https://github.com/madmaze/pytesseract) - :star: 3038 :fork_and_knife: 466 - Another wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr). +* [:octocat: tesserocr](https://github.com/sirfz/tesserocr) - :star: 1279 :fork_and_knife: 176 - A simple, Pillow-friendly, wrapper around the `tesseract-ocr` API for OCR. +* [:octocat: SimpleCV](https://github.com/sightmachine/SimpleCV) - :star: 2424 :fork_and_knife: 761 - An open source framework for building computer vision applications. ## Concurrency and Parallelism @@ -321,170 +321,170 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: concurrent.futures](https://docs.python.org/3/library/concurrent.futures.html) - (Python standard library) A high-level interface for asynchronously executing callables. * [:earth_americas: multiprocessing](https://docs.python.org/3/library/multiprocessing.html) - (Python standard library) Process-based parallelism. * [:earth_americas: eventlet](http://eventlet.net/) - Asynchronous framework with WSGI support. -* [:octocat: gevent](http://www.gevent.org/) - :star: 1148 :fork_and_knife: 181 - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet). -* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 6996 :fork_and_knife: 408 - Ultra fast implementation of `asyncio` event loop on top of `libuv`. -* [:octocat: scoop](https://github.com/soravux/scoop) - :star: 456 :fork_and_knife: 75 - Scalable Concurrent Operations in Python. +* [:octocat: gevent](http://www.gevent.org/) - :star: 1156 :fork_and_knife: 182 - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet). +* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 7046 :fork_and_knife: 413 - Ultra fast implementation of `asyncio` event loop on top of `libuv`. +* [:octocat: scoop](https://github.com/soravux/scoop) - :star: 457 :fork_and_knife: 75 - Scalable Concurrent Operations in Python. ## Configuration *Libraries for storing and parsing configuration options.* -* [:octocat: configobj](https://github.com/DiffSK/configobj) - :star: 229 :fork_and_knife: 52 - INI file parser with validation. +* [:octocat: configobj](https://github.com/DiffSK/configobj) - :star: 231 :fork_and_knife: 52 - INI file parser with validation. * [:earth_americas: configparser](https://docs.python.org/3/library/configparser.html) - (Python standard library) INI file parser. * [:earth_americas: profig](https://profig.readthedocs.io/en/latest/) - Config from multiple formats with value conversion. -* [:octocat: python-decouple](https://github.com/henriquebastos/python-decouple) - :star: 1368 :fork_and_knife: 125 - Strict separation of settings from code. -* [:octocat: hydra](https://github.com/facebookresearch/hydra) - :star: 2523 :fork_and_knife: 172 - Hydra is a framework for elegantly configuring complex applications. +* [:octocat: python-decouple](https://github.com/henriquebastos/python-decouple) - :star: 1389 :fork_and_knife: 125 - Strict separation of settings from code. +* [:octocat: hydra](https://github.com/facebookresearch/hydra) - :star: 2583 :fork_and_knife: 187 - Hydra is a framework for elegantly configuring complex applications. ## Cryptography * [:earth_americas: cryptography](https://cryptography.io/en/latest/) - A package designed to expose cryptographic primitives and recipes to Python developers. -* [:octocat: paramiko](https://github.com/paramiko/paramiko) - :star: 6341 :fork_and_knife: 1566 - The leading native Python SSHv2 protocol library. +* [:octocat: paramiko](https://github.com/paramiko/paramiko) - :star: 6379 :fork_and_knife: 1566 - The leading native Python SSHv2 protocol library. * [:earth_americas: passlib](https://passlib.readthedocs.io/en/stable/) - Secure password storage/hashing library, very high level. -* [:octocat: pynacl](https://github.com/pyca/pynacl) - :star: 706 :fork_and_knife: 143 - Python binding to the Networking and Cryptography (NaCl) library. +* [:octocat: pynacl](https://github.com/pyca/pynacl) - :star: 708 :fork_and_knife: 149 - Python binding to the Networking and Cryptography (NaCl) library. ## Data Analysis *Libraries for data analyzing.* -* [:octocat: Blaze](https://github.com/blaze/blaze) - :star: 2888 :fork_and_knife: 372 - NumPy and Pandas interface to Big Data. -* [:octocat: Open Mining](https://github.com/mining/mining) - :star: 1088 :fork_and_knife: 222 - Business Intelligence (BI) in Pandas interface. +* [:octocat: Blaze](https://github.com/blaze/blaze) - :star: 2891 :fork_and_knife: 372 - NumPy and Pandas interface to Big Data. +* [:octocat: Open Mining](https://github.com/mining/mining) - :star: 1090 :fork_and_knife: 223 - Business Intelligence (BI) in Pandas interface. * [:earth_americas: Orange](https://orange.biolab.si/) - Data mining, data visualization, analysis and machine learning through visual programming or scripts. * [:earth_americas: Pandas](http://pandas.pydata.org/) - A library providing high-performance, easy-to-use data structures and data analysis tools. -* [:octocat: Optimus](https://github.com/ironmussa/Optimus) - :star: 905 :fork_and_knife: 186 - Agile Data Science Workflows made easy with PySpark. -* [:octocat: AWS Data Wrangler](https://github.com/awslabs/aws-data-wrangler) - :star: 828 :fork_and_knife: 113 - Pandas on AWS. +* [:octocat: Optimus](https://github.com/ironmussa/Optimus) - :star: 916 :fork_and_knife: 187 - Agile Data Science Workflows made easy with PySpark. +* [:octocat: AWS Data Wrangler](https://github.com/awslabs/aws-data-wrangler) - :star: 870 :fork_and_knife: 122 - Pandas on AWS. ## Data Validation *Libraries for validating data. Used for forms in many cases.* -* [:octocat: Cerberus](https://github.com/pyeve/cerberus) - :star: 2120 :fork_and_knife: 192 - A lightweight and extensible data validation library. +* [:octocat: Cerberus](https://github.com/pyeve/cerberus) - :star: 2137 :fork_and_knife: 194 - A lightweight and extensible data validation library. * [:earth_americas: colander](https://docs.pylonsproject.org/projects/colander/en/latest/) - Validating and deserializing data obtained via XML, JSON, an HTML form post. -* [:octocat: jsonschema](https://github.com/Julian/jsonschema) - :star: 2843 :fork_and_knife: 420 - An implementation of [JSON Schema](http://json-schema.org/) for Python. -* [:octocat: schema](https://github.com/keleshev/schema) - :star: 2098 :fork_and_knife: 156 - A library for validating Python data structures. -* [:octocat: Schematics](https://github.com/schematics/schematics) - :star: 2352 :fork_and_knife: 285 - Data Structure Validation. -* [:octocat: valideer](https://github.com/podio/valideer) - :star: 235 :fork_and_knife: 17 - Lightweight extensible data validation and adaptation library. -* [:octocat: voluptuous](https://github.com/alecthomas/voluptuous) - :star: 1623 :fork_and_knife: 186 - A Python data validation library. +* [:octocat: jsonschema](https://github.com/Julian/jsonschema) - :star: 2863 :fork_and_knife: 430 - An implementation of [JSON Schema](http://json-schema.org/) for Python. +* [:octocat: schema](https://github.com/keleshev/schema) - :star: 2113 :fork_and_knife: 158 - A library for validating Python data structures. +* [:octocat: Schematics](https://github.com/schematics/schematics) - :star: 2356 :fork_and_knife: 286 - Data Structure Validation. +* [:octocat: valideer](https://github.com/podio/valideer) - :star: 236 :fork_and_knife: 17 - Lightweight extensible data validation and adaptation library. +* [:octocat: voluptuous](https://github.com/alecthomas/voluptuous) - :star: 1628 :fork_and_knife: 187 - A Python data validation library. ## Data Visualization *Libraries for visualizing data. Also see [awesome-javascript](https://github.com/sorrycc/awesome-javascript#data-visualization).* -* [:octocat: Altair](https://github.com/altair-viz/altair) - :star: 5684 :fork_and_knife: 524 - Declarative statistical visualization library for Python. -* [:octocat: Bokeh](https://github.com/bokeh/bokeh) - :star: 13661 :fork_and_knife: 3459 - Interactive Web Plotting for Python. -* [:octocat: bqplot](https://github.com/bloomberg/bqplot) - :star: 2817 :fork_and_knife: 409 - Interactive Plotting Library for the Jupyter Notebook +* [:octocat: Altair](https://github.com/altair-viz/altair) - :star: 5726 :fork_and_knife: 532 - Declarative statistical visualization library for Python. +* [:octocat: Bokeh](https://github.com/bokeh/bokeh) - :star: 13745 :fork_and_knife: 3472 - Interactive Web Plotting for Python. +* [:octocat: bqplot](https://github.com/bloomberg/bqplot) - :star: 2833 :fork_and_knife: 410 - Interactive Plotting Library for the Jupyter Notebook * [:earth_americas: Dash](https://plot.ly/products/dash/) - Built on top of Flask, React and Plotly aimed at analytical web applications. - * [:octocat: awesome-dash](https://github.com/Acrotrend/awesome-dash) - :star: 824 :fork_and_knife: 134 -* [:octocat: diagrams](https://github.com/mingrammer/diagrams) - :star: 5392 :fork_and_knife: 288 - Diagram as Code. -* [:octocat: plotnine](https://github.com/has2k1/plotnine) - :star: 2273 :fork_and_knife: 119 - A grammar of graphics for Python based on ggplot2. + * [:octocat: awesome-dash](https://github.com/Acrotrend/awesome-dash) - :star: 840 :fork_and_knife: 138 +* [:octocat: diagrams](https://github.com/mingrammer/diagrams) - :star: 5524 :fork_and_knife: 302 - Diagram as Code. +* [:octocat: plotnine](https://github.com/has2k1/plotnine) - :star: 2289 :fork_and_knife: 125 - A grammar of graphics for Python based on ggplot2. * [:earth_americas: Matplotlib](http://matplotlib.org/) - A Python 2D plotting library. * [:earth_americas: Pygal](http://www.pygal.org/en/latest/) - A Python SVG Charts Creator. * [:earth_americas: PyGraphviz](https://pypi.org/project/pygraphviz/) - Python interface to [Graphviz](http://www.graphviz.org/). * [:earth_americas: PyQtGraph](http://www.pyqtgraph.org/) - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets. -* [:octocat: Seaborn](https://github.com/mwaskom/seaborn) - :star: 7385 :fork_and_knife: 1265 - Statistical data visualization using Matplotlib. -* [:octocat: VisPy](https://github.com/vispy/vispy) - :star: 2372 :fork_and_knife: 518 - High-performance scientific visualization based on OpenGL. +* [:octocat: Seaborn](https://github.com/mwaskom/seaborn) - :star: 7469 :fork_and_knife: 1278 - Statistical data visualization using Matplotlib. +* [:octocat: VisPy](https://github.com/vispy/vispy) - :star: 2389 :fork_and_knife: 520 - High-performance scientific visualization based on OpenGL. ## Database *Databases implemented in Python.* -* [:octocat: pickleDB](https://github.com/patx/pickledb) - :star: 481 :fork_and_knife: 88 - A simple and lightweight key-value store for Python. -* [:octocat: tinydb](https://github.com/msiemens/tinydb) - :star: 3568 :fork_and_knife: 327 - A tiny, document-oriented database. -* [:octocat: ZODB](https://github.com/zopefoundation/ZODB) - :star: 404 :fork_and_knife: 57 - A native object database for Python. A key-value and object graph database. +* [:octocat: pickleDB](https://github.com/patx/pickledb) - :star: 482 :fork_and_knife: 87 - A simple and lightweight key-value store for Python. +* [:octocat: tinydb](https://github.com/msiemens/tinydb) - :star: 3602 :fork_and_knife: 330 - A tiny, document-oriented database. +* [:octocat: ZODB](https://github.com/zopefoundation/ZODB) - :star: 408 :fork_and_knife: 57 - A native object database for Python. A key-value and object graph database. ## Database Drivers *Libraries for connecting and operating databases.* * MySQL - [awesome-mysql](http://shlomi-noach.github.io/awesome-mysql/) - * [:octocat: mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - :star: 1754 :fork_and_knife: 296 - MySQL connector with Python 3 support ([mysql-python](https://sourceforge.net/projects/mysql-python/) fork). - * [:octocat: PyMySQL](https://github.com/PyMySQL/PyMySQL) - :star: 6002 :fork_and_knife: 1214 - A pure Python MySQL driver compatible to mysql-python. + * [:octocat: mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - :star: 1771 :fork_and_knife: 301 - MySQL connector with Python 3 support ([mysql-python](https://sourceforge.net/projects/mysql-python/) fork). + * [:octocat: PyMySQL](https://github.com/PyMySQL/PyMySQL) - :star: 6043 :fork_and_knife: 1225 - A pure Python MySQL driver compatible to mysql-python. * PostgreSQL - [awesome-postgres](https://github.com/dhamaniasad/awesome-postgres) * [:earth_americas: psycopg2](http://initd.org/psycopg/) - The most popular PostgreSQL adapter for Python. - * [:octocat: queries](https://github.com/gmr/queries) - :star: 224 :fork_and_knife: 25 - A wrapper of the psycopg2 library for interacting with PostgreSQL. + * [:octocat: queries](https://github.com/gmr/queries) - :star: 225 :fork_and_knife: 25 - A wrapper of the psycopg2 library for interacting with PostgreSQL. * Other Relational Databases * [:earth_americas: pymssql](https://pymssql.readthedocs.io/en/latest/) - A simple database interface to Microsoft SQL Server. - * [:octocat: SuperSQLite](https://github.com/plasticityai/supersqlite) - :star: 637 :fork_and_knife: 16 - A supercharged SQLite library built on top of [apsw](https://github.com/rogerbinns/apsw). + * [:octocat: SuperSQLite](https://github.com/plasticityai/supersqlite) - :star: 641 :fork_and_knife: 16 - A supercharged SQLite library built on top of [apsw](https://github.com/rogerbinns/apsw). * NoSQL Databases - * [:octocat: cassandra-driver](https://github.com/datastax/python-driver) - :star: 1155 :fork_and_knife: 436 - The Python Driver for Apache Cassandra. - * [:octocat: happybase](https://github.com/wbolster/happybase) - :star: 537 :fork_and_knife: 151 - A developer-friendly library for Apache HBase. - * [:octocat: kafka-python](https://github.com/dpkp/kafka-python) - :star: 3914 :fork_and_knife: 1074 - The Python client for Apache Kafka. + * [:octocat: cassandra-driver](https://github.com/datastax/python-driver) - :star: 1159 :fork_and_knife: 438 - The Python Driver for Apache Cassandra. + * [:octocat: happybase](https://github.com/wbolster/happybase) - :star: 539 :fork_and_knife: 151 - A developer-friendly library for Apache HBase. + * [:octocat: kafka-python](https://github.com/dpkp/kafka-python) - :star: 3934 :fork_and_knife: 1080 - The Python client for Apache Kafka. * [:earth_americas: py2neo](https://py2neo.org/) - A client library and toolkit for working with Neo4j. - * [:octocat: pymongo](https://github.com/mongodb/mongo-python-driver) - :star: 3058 :fork_and_knife: 943 - The official Python client for MongoDB. - * [:octocat: redis-py](https://github.com/andymccurdy/redis-py) - :star: 8652 :fork_and_knife: 1851 - The Python client for Redis. + * [:octocat: pymongo](https://github.com/mongodb/mongo-python-driver) - :star: 3075 :fork_and_knife: 948 - The official Python client for MongoDB. + * [:octocat: redis-py](https://github.com/andymccurdy/redis-py) - :star: 8697 :fork_and_knife: 1860 - The Python client for Redis. * Asynchronous Clients - * [:octocat: motor](https://github.com/mongodb/motor) - :star: 1495 :fork_and_knife: 132 - The async Python driver for MongoDB. + * [:octocat: motor](https://github.com/mongodb/motor) - :star: 1504 :fork_and_knife: 136 - The async Python driver for MongoDB. ## Date and Time *Libraries for working with dates and times.* * [:earth_americas: Arrow](https://arrow.readthedocs.io/en/latest/) - A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps. -* [:octocat: Chronyk](https://github.com/KoffeinFlummi/Chronyk) - :star: 309 :fork_and_knife: 11 - A Python 3 library for parsing human-written times and dates. -* [:octocat: dateutil](https://github.com/dateutil/dateutil) - :star: 1320 :fork_and_knife: 325 - Extensions to the standard Python [datetime](https://docs.python.org/3/library/datetime.html) module. -* [:octocat: delorean](https://github.com/myusuf3/delorean/) - :star: 1664 :fork_and_knife: 109 - A library for clearing up the inconvenient truths that arise dealing with datetimes. -* [:octocat: moment](https://github.com/zachwill/moment) - :star: 637 :fork_and_knife: 41 - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/). -* [:octocat: Pendulum](https://github.com/sdispater/pendulum) - :star: 3959 :fork_and_knife: 219 - Python datetimes made easy. +* [:octocat: Chronyk](https://github.com/KoffeinFlummi/Chronyk) - :star: 308 :fork_and_knife: 11 - A Python 3 library for parsing human-written times and dates. +* [:octocat: dateutil](https://github.com/dateutil/dateutil) - :star: 1339 :fork_and_knife: 327 - Extensions to the standard Python [datetime](https://docs.python.org/3/library/datetime.html) module. +* [:octocat: delorean](https://github.com/myusuf3/delorean/) - :star: 1668 :fork_and_knife: 110 - A library for clearing up the inconvenient truths that arise dealing with datetimes. +* [:octocat: moment](https://github.com/zachwill/moment) - :star: 642 :fork_and_knife: 42 - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/). +* [:octocat: Pendulum](https://github.com/sdispater/pendulum) - :star: 3990 :fork_and_knife: 223 - Python datetimes made easy. * [:octocat: PyTime](https://github.com/shinux/PyTime) - :star: 136 :fork_and_knife: 20 - An easy-to-use Python module which aims to operate date/time/datetime by string. * [:earth_americas: pytz](https://launchpad.net/pytz) - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python. * [:octocat: when.py](https://github.com/dirn/When.py) - :star: 184 :fork_and_knife: 16 - Providing user-friendly functions to help perform common date and time actions. -* [:octocat: maya](https://github.com/timofurrer/maya) - :star: 3158 :fork_and_knife: 197 - Datetimes for Humans. +* [:octocat: maya](https://github.com/timofurrer/maya) - :star: 3160 :fork_and_knife: 198 - Datetimes for Humans. ## Debugging Tools *Libraries for debugging code.* * pdb-like Debugger - * [:octocat: ipdb](https://github.com/gotcha/ipdb) - :star: 1211 :fork_and_knife: 115 - IPython-enabled [pdb](https://docs.python.org/3/library/pdb.html). - * [:octocat: pdb++](https://github.com/antocuni/pdb) - :star: 518 :fork_and_knife: 36 - Another drop-in replacement for pdb. - * [:octocat: pudb](https://github.com/inducer/pudb) - :star: 1778 :fork_and_knife: 161 - A full-screen, console-based Python debugger. - * [:octocat: wdb](https://github.com/Kozea/wdb) - :star: 1477 :fork_and_knife: 98 - An improbable web debugger through WebSockets. + * [:octocat: ipdb](https://github.com/gotcha/ipdb) - :star: 1223 :fork_and_knife: 118 - IPython-enabled [pdb](https://docs.python.org/3/library/pdb.html). + * [:octocat: pdb++](https://github.com/antocuni/pdb) - :star: 523 :fork_and_knife: 35 - Another drop-in replacement for pdb. + * [:octocat: pudb](https://github.com/inducer/pudb) - :star: 1794 :fork_and_knife: 163 - A full-screen, console-based Python debugger. + * [:octocat: wdb](https://github.com/Kozea/wdb) - :star: 1479 :fork_and_knife: 98 - An improbable web debugger through WebSockets. * Tracing - * [:octocat: lptrace](https://github.com/khamidou/lptrace) - :star: 662 :fork_and_knife: 39 - [strace](http://man7.org/linux/man-pages/man1/strace.1.html) for Python programs. - * [:octocat: manhole](https://github.com/ionelmc/python-manhole) - :star: 284 :fork_and_knife: 14 - Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt. - * [:octocat: pyringe](https://github.com/google/pyringe) - :star: 1574 :fork_and_knife: 68 - Debugger capable of attaching to and injecting code into Python processes. - * [:octocat: python-hunter](https://github.com/ionelmc/python-hunter) - :star: 542 :fork_and_knife: 24 - A flexible code tracing toolkit. + * [:octocat: lptrace](https://github.com/khamidou/lptrace) - :star: 663 :fork_and_knife: 40 - [strace](http://man7.org/linux/man-pages/man1/strace.1.html) for Python programs. + * [:octocat: manhole](https://github.com/ionelmc/python-manhole) - :star: 290 :fork_and_knife: 15 - Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt. + * [:octocat: pyringe](https://github.com/google/pyringe) - :star: 1578 :fork_and_knife: 68 - Debugger capable of attaching to and injecting code into Python processes. + * [:octocat: python-hunter](https://github.com/ionelmc/python-hunter) - :star: 547 :fork_and_knife: 24 - A flexible code tracing toolkit. * Profiler - * [:octocat: line_profiler](https://github.com/rkern/line_profiler) - :star: 3431 :fork_and_knife: 238 - Line-by-line profiling. - * [:octocat: memory_profiler](https://github.com/fabianp/memory_profiler) - :star: 53 :fork_and_knife: 10 - Monitor Memory usage of Python code. - * [:octocat: profiling](https://github.com/what-studio/profiling) - :star: 3001 :fork_and_knife: 118 - An interactive Python profiler. - * [:octocat: py-spy](https://github.com/benfred/py-spy) - :star: 5661 :fork_and_knife: 217 - A sampling profiler for Python programs. Written in Rust. - * [:octocat: pyflame](https://github.com/uber/pyflame) - :star: 2821 :fork_and_knife: 215 - A ptracing profiler For Python. - * [:octocat: vprof](https://github.com/nvdv/vprof) - :star: 3650 :fork_and_knife: 167 - Visual Python profiler. + * [:octocat: line_profiler](https://github.com/rkern/line_profiler) - :star: 3458 :fork_and_knife: 240 - Line-by-line profiling. + * [:octocat: memory_profiler](https://github.com/fabianp/memory_profiler) - :star: 55 :fork_and_knife: 10 - Monitor Memory usage of Python code. + * [:octocat: profiling](https://github.com/what-studio/profiling) - :star: 3005 :fork_and_knife: 118 - An interactive Python profiler. + * [:octocat: py-spy](https://github.com/benfred/py-spy) - :star: 5720 :fork_and_knife: 221 - A sampling profiler for Python programs. Written in Rust. + * [:octocat: pyflame](https://github.com/uber/pyflame) - :star: 2823 :fork_and_knife: 215 - A ptracing profiler For Python. + * [:octocat: vprof](https://github.com/nvdv/vprof) - :star: 3660 :fork_and_knife: 168 - Visual Python profiler. * Others - * [:octocat: icecream](https://github.com/gruns/icecream) - :star: 1516 :fork_and_knife: 33 - Inspect variables, expressions, and program execution with a single, simple function call. - * [:octocat: django-debug-toolbar](https://github.com/jazzband/django-debug-toolbar) - :star: 6000 :fork_and_knife: 876 - Display various debug information for Django. - * [:octocat: django-devserver](https://github.com/dcramer/django-devserver) - :star: 1254 :fork_and_knife: 166 - A drop-in replacement for Django's runserver. - * [:octocat: flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - :star: 753 :fork_and_knife: 117 - A port of the django-debug-toolbar to flask. - * [:octocat: pyelftools](https://github.com/eliben/pyelftools) - :star: 1028 :fork_and_knife: 361 - Parsing and analyzing ELF files and DWARF debugging information. + * [:octocat: icecream](https://github.com/gruns/icecream) - :star: 1520 :fork_and_knife: 33 - Inspect variables, expressions, and program execution with a single, simple function call. + * [:octocat: django-debug-toolbar](https://github.com/jazzband/django-debug-toolbar) - :star: 6027 :fork_and_knife: 875 - Display various debug information for Django. + * [:octocat: django-devserver](https://github.com/dcramer/django-devserver) - :star: 1255 :fork_and_knife: 166 - A drop-in replacement for Django's runserver. + * [:octocat: flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - :star: 755 :fork_and_knife: 117 - A port of the django-debug-toolbar to flask. + * [:octocat: pyelftools](https://github.com/eliben/pyelftools) - :star: 1035 :fork_and_knife: 364 - Parsing and analyzing ELF files and DWARF debugging information. ## Deep Learning *Frameworks for Neural Networks and Deep Learning. Also see [awesome-deep-learning](https://github.com/ChristosChristofidis/awesome-deep-learning).* -* [:octocat: caffe](https://github.com/BVLC/caffe) - :star: 30524 :fork_and_knife: 18393 - A fast open framework for deep learning.. -* [:octocat: keras](https://github.com/keras-team/keras) - :star: 48879 :fork_and_knife: 18413 - A high-level neural networks library and capable of running on top of either TensorFlow or Theano. -* [:octocat: mxnet](https://github.com/dmlc/mxnet) - :star: 18838 :fork_and_knife: 6683 - A deep learning framework designed for both efficiency and flexibility. -* [:octocat: pytorch](https://github.com/pytorch/pytorch) - :star: 40013 :fork_and_knife: 10365 - Tensors and Dynamic neural networks in Python with strong GPU acceleration. -* [:octocat: SerpentAI](https://github.com/SerpentAI/SerpentAI) - :star: 5601 :fork_and_knife: 624 - Game agent framework. Use any video game as a deep learning sandbox. -* [:octocat: tensorflow](https://github.com/tensorflow/tensorflow) - :star: 146219 :fork_and_knife: 81947 - The most popular Deep Learning framework created by Google. -* [:octocat: Theano](https://github.com/Theano/Theano) - :star: 9177 :fork_and_knife: 2515 - A library for fast numerical computation. +* [:octocat: caffe](https://github.com/BVLC/caffe) - :star: 30606 :fork_and_knife: 18421 - A fast open framework for deep learning.. +* [:octocat: keras](https://github.com/keras-team/keras) - :star: 49080 :fork_and_knife: 18466 - A high-level neural networks library and capable of running on top of either TensorFlow or Theano. +* [:octocat: mxnet](https://github.com/dmlc/mxnet) - :star: 18876 :fork_and_knife: 6697 - A deep learning framework designed for both efficiency and flexibility. +* [:octocat: pytorch](https://github.com/pytorch/pytorch) - :star: 40462 :fork_and_knife: 10550 - Tensors and Dynamic neural networks in Python with strong GPU acceleration. +* [:octocat: SerpentAI](https://github.com/SerpentAI/SerpentAI) - :star: 5627 :fork_and_knife: 626 - Game agent framework. Use any video game as a deep learning sandbox. +* [:octocat: tensorflow](https://github.com/tensorflow/tensorflow) - :star: 146798 :fork_and_knife: 82148 - The most popular Deep Learning framework created by Google. +* [:octocat: Theano](https://github.com/Theano/Theano) - :star: 9190 :fork_and_knife: 2515 - A library for fast numerical computation. ## DevOps Tools *Software and libraries for DevOps.* -* [:octocat: ansible](https://github.com/ansible/ansible) - :star: 43812 :fork_and_knife: 19294 - A radically simple IT automation platform. +* [:octocat: ansible](https://github.com/ansible/ansible) - :star: 44064 :fork_and_knife: 19366 - A radically simple IT automation platform. * [:earth_americas: cloudinit](https://cloudinit.readthedocs.io/en/latest/) - A multi-distribution package that handles early initialization of a cloud instance. -* [:octocat: cuisine](https://github.com/sebastien/cuisine) - :star: 1239 :fork_and_knife: 161 - Chef-like functionality for Fabric. +* [:octocat: cuisine](https://github.com/sebastien/cuisine) - :star: 1240 :fork_and_knife: 161 - Chef-like functionality for Fabric. * [:earth_americas: docker-compose](https://docs.docker.com/compose/) - Fast, isolated development environments using [Docker](https://www.docker.com/). -* [:octocat: fabric](https://github.com/fabric/fabric) - :star: 12346 :fork_and_knife: 1809 - A simple, Pythonic tool for remote execution and deployment. -* [:octocat: fabtools](https://github.com/fabtools/fabtools) - :star: 1236 :fork_and_knife: 217 - Tools for writing awesome Fabric files. -* [:octocat: honcho](https://github.com/nickstenning/honcho) - :star: 1352 :fork_and_knife: 122 - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications. +* [:octocat: fabric](https://github.com/fabric/fabric) - :star: 12378 :fork_and_knife: 1812 - A simple, Pythonic tool for remote execution and deployment. +* [:octocat: fabtools](https://github.com/fabtools/fabtools) - :star: 1235 :fork_and_knife: 217 - Tools for writing awesome Fabric files. +* [:octocat: honcho](https://github.com/nickstenning/honcho) - :star: 1356 :fork_and_knife: 122 - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications. * [:earth_americas: OpenStack](https://www.openstack.org/) - Open source software for building private and public clouds. -* [:octocat: pexpect](https://github.com/pexpect/pexpect) - :star: 1856 :fork_and_knife: 415 - Controlling interactive programs in a pseudo-terminal like GNU expect. -* [:octocat: psutil](https://github.com/giampaolo/psutil) - :star: 6393 :fork_and_knife: 1000 - A cross-platform process and system utilities module. -* [:octocat: saltstack](https://github.com/saltstack/salt) - :star: 11103 :fork_and_knife: 4884 - Infrastructure automation and management system. -* [:octocat: supervisor](https://github.com/Supervisor/supervisor) - :star: 6237 :fork_and_knife: 1045 - Supervisor process control system for UNIX. +* [:octocat: pexpect](https://github.com/pexpect/pexpect) - :star: 1866 :fork_and_knife: 416 - Controlling interactive programs in a pseudo-terminal like GNU expect. +* [:octocat: psutil](https://github.com/giampaolo/psutil) - :star: 6438 :fork_and_knife: 1010 - A cross-platform process and system utilities module. +* [:octocat: saltstack](https://github.com/saltstack/salt) - :star: 11132 :fork_and_knife: 4897 - Infrastructure automation and management system. +* [:octocat: supervisor](https://github.com/Supervisor/supervisor) - :star: 6276 :fork_and_knife: 1054 - Supervisor process control system for UNIX. ## Distributed Computing @@ -492,112 +492,112 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * Batch Processing * [:earth_americas: PySpark](https://pypi.org/project/pyspark/) - [Apache Spark](https://spark.apache.org/) Python API. - * [:octocat: dask](https://github.com/dask/dask) - :star: 6897 :fork_and_knife: 1102 - A flexible parallel computing library for analytic computing. - * [:octocat: luigi](https://github.com/spotify/luigi) - :star: 13472 :fork_and_knife: 2140 - A module that helps you build complex pipelines of batch jobs. - * [:octocat: mrjob](https://github.com/Yelp/mrjob) - :star: 2502 :fork_and_knife: 585 - Run MapReduce jobs on Hadoop or Amazon Web Services. - * [:octocat: Ray](https://github.com/ray-project/ray/) - :star: 12187 :fork_and_knife: 1855 - A system for parallel and distributed Python that unifies the machine learning ecosystem. + * [:octocat: dask](https://github.com/dask/dask) - :star: 6966 :fork_and_knife: 1125 - A flexible parallel computing library for analytic computing. + * [:octocat: luigi](https://github.com/spotify/luigi) - :star: 13556 :fork_and_knife: 2151 - A module that helps you build complex pipelines of batch jobs. + * [:octocat: mrjob](https://github.com/Yelp/mrjob) - :star: 2500 :fork_and_knife: 586 - Run MapReduce jobs on Hadoop or Amazon Web Services. + * [:octocat: Ray](https://github.com/ray-project/ray/) - :star: 12428 :fork_and_knife: 1899 - A system for parallel and distributed Python that unifies the machine learning ecosystem. * Stream Processing - * [:octocat: faust](https://github.com/robinhood/faust) - :star: 4709 :fork_and_knife: 370 - A stream processing library, porting the ideas from [Kafka Streams](https://kafka.apache.org/documentation/streams/) to Python. - * [:octocat: streamparse](https://github.com/Parsely/streamparse) - :star: 1410 :fork_and_knife: 217 - Run Python code against real-time streams of data via [Apache Storm](http://storm.apache.org/). + * [:octocat: faust](https://github.com/robinhood/faust) - :star: 4762 :fork_and_knife: 375 - A stream processing library, porting the ideas from [Kafka Streams](https://kafka.apache.org/documentation/streams/) to Python. + * [:octocat: streamparse](https://github.com/Parsely/streamparse) - :star: 1412 :fork_and_knife: 217 - Run Python code against real-time streams of data via [Apache Storm](http://storm.apache.org/). ## Distribution *Libraries to create packaged executables for release distribution.* -* [:octocat: dh-virtualenv](https://github.com/spotify/dh-virtualenv) - :star: 1375 :fork_and_knife: 153 - Build and distribute a virtualenv as a Debian package. +* [:octocat: dh-virtualenv](https://github.com/spotify/dh-virtualenv) - :star: 1380 :fork_and_knife: 154 - Build and distribute a virtualenv as a Debian package. * [:earth_americas: Nuitka](http://nuitka.net/) - Compile scripts, modules, packages to an executable or extension module. * [:earth_americas: py2app](http://pythonhosted.org/py2app/) - Freezes Python scripts (Mac OS X). * [:earth_americas: py2exe](http://www.py2exe.org/) - Freezes Python scripts (Windows). -* [:octocat: PyInstaller](https://github.com/pyinstaller/pyinstaller) - :star: 6873 :fork_and_knife: 1471 - Converts Python programs into stand-alone executables (cross-platform). +* [:octocat: PyInstaller](https://github.com/pyinstaller/pyinstaller) - :star: 6941 :fork_and_knife: 1490 - Converts Python programs into stand-alone executables (cross-platform). * [:earth_americas: pynsist](http://pynsist.readthedocs.io/en/latest/) - A tool to build Windows installers, installers bundle Python itself. -* [:octocat: pyarmor](https://github.com/dashingsoft/pyarmor) - :star: 562 :fork_and_knife: 93 - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. -* [:octocat: shiv](https://github.com/linkedin/shiv) - :star: 953 :fork_and_knife: 54 - A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included. +* [:octocat: pyarmor](https://github.com/dashingsoft/pyarmor) - :star: 613 :fork_and_knife: 95 - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. +* [:octocat: shiv](https://github.com/linkedin/shiv) - :star: 963 :fork_and_knife: 55 - A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included. ## Documentation *Libraries for generating project documentation.* -* [:octocat: sphinx](https://github.com/sphinx-doc/sphinx/) - :star: 3381 :fork_and_knife: 1304 - Python Documentation generator. - * [:octocat: awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc) - :star: 653 :fork_and_knife: 56 -* [:octocat: pdoc](https://github.com/mitmproxy/pdoc) - :star: 658 :fork_and_knife: 95 - Epydoc replacement to auto generate API documentation for Python libraries. -* [:octocat: pycco](https://github.com/pycco-docs/pycco) - :star: 714 :fork_and_knife: 135 - The literate-programming-style documentation generator. +* [:octocat: sphinx](https://github.com/sphinx-doc/sphinx/) - :star: 3411 :fork_and_knife: 1316 - Python Documentation generator. + * [:octocat: awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc) - :star: 656 :fork_and_knife: 56 +* [:octocat: pdoc](https://github.com/mitmproxy/pdoc) - :star: 664 :fork_and_knife: 96 - Epydoc replacement to auto generate API documentation for Python libraries. +* [:octocat: pycco](https://github.com/pycco-docs/pycco) - :star: 715 :fork_and_knife: 135 - The literate-programming-style documentation generator. ## Downloader *Libraries for downloading.* -* [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - :star: 3370 :fork_and_knife: 794 - A command line tool for managing Amazon S3 and CloudFront. -* [:octocat: s4cmd](https://github.com/bloomreach/s4cmd) - :star: 1005 :fork_and_knife: 173 - Super S3 command line tool, good for higher performance. +* [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - :star: 3382 :fork_and_knife: 794 - A command line tool for managing Amazon S3 and CloudFront. +* [:octocat: s4cmd](https://github.com/bloomreach/s4cmd) - :star: 1010 :fork_and_knife: 173 - Super S3 command line tool, good for higher performance. * [:earth_americas: you-get](https://you-get.org/) - A YouTube/Youku/Niconico video downloader written in Python 3. * [:earth_americas: youtube-dl](https://rg3.github.io/youtube-dl/) - A small command-line program to download videos from YouTube. -* [:octocat: akshare](https://github.com/jindaxiang/akshare) - :star: 1854 :fork_and_knife: 344 - A financial data interface library, built for human beings! +* [:octocat: akshare](https://github.com/jindaxiang/akshare) - :star: 1965 :fork_and_knife: 364 - A financial data interface library, built for human beings! ## E-commerce *Frameworks and libraries for e-commerce and payments.* * [:octocat: alipay](https://github.com/lxneng/alipay) - :star: 316 :fork_and_knife: 100 - Unofficial Alipay API for Python. -* [:octocat: Cartridge](https://github.com/stephenmcd/cartridge) - :star: 620 :fork_and_knife: 289 - A shopping cart app built using the Mezzanine. +* [:octocat: Cartridge](https://github.com/stephenmcd/cartridge) - :star: 618 :fork_and_knife: 289 - A shopping cart app built using the Mezzanine. * [:earth_americas: django-oscar](http://oscarcommerce.com/) - An open-source e-commerce framework for Django. -* [:octocat: django-shop](https://github.com/awesto/django-shop) - :star: 2243 :fork_and_knife: 818 - A Django based shop system. +* [:octocat: django-shop](https://github.com/awesto/django-shop) - :star: 2256 :fork_and_knife: 824 - A Django based shop system. * [:octocat: merchant](https://github.com/agiliq/merchant) - :star: 951 :fork_and_knife: 170 - A Django app to accept payments from various payment processors. -* [:octocat: money](https://github.com/carlospalol/money) - :star: 187 :fork_and_knife: 24 - `Money` class with optional CLDR-backed locale-aware formatting and an extensible currency exchange. +* [:octocat: money](https://github.com/carlospalol/money) - :star: 187 :fork_and_knife: 25 - `Money` class with optional CLDR-backed locale-aware formatting and an extensible currency exchange. * [:octocat: python-currencies](https://github.com/Alir3z4/python-currencies) - :star: 44 :fork_and_knife: 7 - Display money format and its filthy currencies. -* [:octocat: forex-python](https://github.com/MicroPyramid/forex-python) - :star: 323 :fork_and_knife: 102 - Foreign exchange rates, Bitcoin price index and currency conversion. +* [:octocat: forex-python](https://github.com/MicroPyramid/forex-python) - :star: 326 :fork_and_knife: 101 - Foreign exchange rates, Bitcoin price index and currency conversion. * [:earth_americas: saleor](http://getsaleor.com/) - An e-commerce storefront for Django. * [:earth_americas: shoop](https://www.shuup.com/en/) - An open source E-Commerce platform based on Django. ## Editor Plugins and IDEs * Emacs - * [:octocat: elpy](https://github.com/jorgenschaefer/elpy) - :star: 1601 :fork_and_knife: 207 - Emacs Python Development Environment. + * [:octocat: elpy](https://github.com/jorgenschaefer/elpy) - :star: 1603 :fork_and_knife: 207 - Emacs Python Development Environment. * Sublime Text - * [:octocat: anaconda](https://github.com/DamnWidget/anaconda) - :star: 2080 :fork_and_knife: 245 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. - * [:octocat: SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - :star: 894 :fork_and_knife: 105 - A Sublime Text plugin to the awesome auto-complete library Jedi. + * [:octocat: anaconda](https://github.com/DamnWidget/anaconda) - :star: 2085 :fork_and_knife: 244 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. + * [:octocat: SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - :star: 895 :fork_and_knife: 105 - A Sublime Text plugin to the awesome auto-complete library Jedi. * Vim - * [:octocat: jedi-vim](https://github.com/davidhalter/jedi-vim) - :star: 4467 :fork_and_knife: 365 - Vim bindings for the Jedi auto-completion library for Python. - * [:octocat: python-mode](https://github.com/python-mode/python-mode) - :star: 5044 :fork_and_knife: 882 - An all in one plugin for turning Vim into a Python IDE. - * [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - :star: 21470 :fork_and_knife: 2478 - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. + * [:octocat: jedi-vim](https://github.com/davidhalter/jedi-vim) - :star: 4487 :fork_and_knife: 365 - Vim bindings for the Jedi auto-completion library for Python. + * [:octocat: python-mode](https://github.com/python-mode/python-mode) - :star: 5052 :fork_and_knife: 880 - An all in one plugin for turning Vim into a Python IDE. + * [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - :star: 21563 :fork_and_knife: 2494 - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. * Visual Studio - * [:octocat: PTVS](https://github.com/Microsoft/PTVS) - :star: 2277 :fork_and_knife: 636 - Python Tools for Visual Studio. + * [:octocat: PTVS](https://github.com/Microsoft/PTVS) - :star: 2280 :fork_and_knife: 636 - Python Tools for Visual Studio. * Visual Studio Code * [:earth_americas: Python](https://marketplace.visualstudio.com/items?itemName=ms-python.python) - The official VSCode extension with rich support for Python. * IDE * [:earth_americas: PyCharm](https://www.jetbrains.com/pycharm/) - Commercial Python IDE by JetBrains. Has free community edition available. - * [:octocat: spyder](https://github.com/spyder-ide/spyder) - :star: 5514 :fork_and_knife: 1120 - Open Source Python IDE. + * [:octocat: spyder](https://github.com/spyder-ide/spyder) - :star: 5555 :fork_and_knife: 1132 - Open Source Python IDE. ## Email *Libraries for sending and parsing email.* * Mail Servers - * [:octocat: modoboa](https://github.com/modoboa/modoboa) - :star: 1575 :fork_and_knife: 237 - A mail hosting and management platform including a modern Web UI. - * [:octocat: salmon](https://github.com/moggers87/salmon) - :star: 434 :fork_and_knife: 46 - A Python Mail Server. + * [:octocat: modoboa](https://github.com/modoboa/modoboa) - :star: 1582 :fork_and_knife: 236 - A mail hosting and management platform including a modern Web UI. + * [:octocat: salmon](https://github.com/moggers87/salmon) - :star: 435 :fork_and_knife: 47 - A Python Mail Server. * Clients - * [:octocat: imbox](https://github.com/martinrusev/imbox) - :star: 923 :fork_and_knife: 149 - Python IMAP for Humans. - * [:octocat: yagmail](https://github.com/kootenpv/yagmail) - :star: 1787 :fork_and_knife: 199 - Yet another Gmail/SMTP client. + * [:octocat: imbox](https://github.com/martinrusev/imbox) - :star: 928 :fork_and_knife: 152 - Python IMAP for Humans. + * [:octocat: yagmail](https://github.com/kootenpv/yagmail) - :star: 1800 :fork_and_knife: 198 - Yet another Gmail/SMTP client. * Others - * [:octocat: flanker](https://github.com/mailgun/flanker) - :star: 1413 :fork_and_knife: 173 - An email address and Mime parsing library. - * [:octocat: mailer](https://github.com/marrow/mailer) - :star: 199 :fork_and_knife: 43 - High-performance extensible mail delivery framework. + * [:octocat: flanker](https://github.com/mailgun/flanker) - :star: 1411 :fork_and_knife: 174 - An email address and Mime parsing library. + * [:octocat: mailer](https://github.com/marrow/mailer) - :star: 198 :fork_and_knife: 43 - High-performance extensible mail delivery framework. ## Environment Management *Libraries for Python version and virtual environment management.* -* [:octocat: pyenv](https://github.com/pyenv/pyenv) - :star: 19965 :fork_and_knife: 1756 - Simple Python version management. -* [:octocat: virtualenv](https://github.com/pypa/virtualenv) - :star: 3615 :fork_and_knife: 842 - A tool to create isolated Python environments. +* [:octocat: pyenv](https://github.com/pyenv/pyenv) - :star: 20155 :fork_and_knife: 1773 - Simple Python version management. +* [:octocat: virtualenv](https://github.com/pypa/virtualenv) - :star: 3626 :fork_and_knife: 844 - A tool to create isolated Python environments. ## Files *Libraries for file manipulation and MIME type detection.* * [:earth_americas: mimetypes](https://docs.python.org/3/library/mimetypes.html) - (Python standard library) Map filenames to MIME types. -* [:octocat: path.py](https://github.com/jaraco/path.py) - :star: 911 :fork_and_knife: 124 - A module wrapper for [os.path](https://docs.python.org/3/library/os.path.html). +* [:octocat: path.py](https://github.com/jaraco/path.py) - :star: 913 :fork_and_knife: 124 - A module wrapper for [os.path](https://docs.python.org/3/library/os.path.html). * [:earth_americas: pathlib](https://docs.python.org/3/library/pathlib.html) - (Python standard library) An cross-platform, object-oriented path library. -* [:octocat: PyFilesystem2](https://github.com/pyfilesystem/pyfilesystem2) - :star: 1095 :fork_and_knife: 108 - Python's filesystem abstraction layer. -* [:octocat: python-magic](https://github.com/ahupp/python-magic) - :star: 1625 :fork_and_knife: 200 - A Python interface to the libmagic file type identification library. -* [:octocat: Unipath](https://github.com/mikeorr/Unipath) - :star: 487 :fork_and_knife: 36 - An object-oriented approach to file/directory operations. -* [:octocat: watchdog](https://github.com/gorakhargosh/watchdog) - :star: 4148 :fork_and_knife: 513 - API and shell utilities to monitor file system events. +* [:octocat: PyFilesystem2](https://github.com/pyfilesystem/pyfilesystem2) - :star: 1102 :fork_and_knife: 109 - Python's filesystem abstraction layer. +* [:octocat: python-magic](https://github.com/ahupp/python-magic) - :star: 1633 :fork_and_knife: 202 - A Python interface to the libmagic file type identification library. +* [:octocat: Unipath](https://github.com/mikeorr/Unipath) - :star: 488 :fork_and_knife: 36 - An object-oriented approach to file/directory operations. +* [:octocat: watchdog](https://github.com/gorakhargosh/watchdog) - :star: 4174 :fork_and_knife: 517 - API and shell utilities to monitor file system events. ## Foreign Function Interface @@ -613,41 +613,41 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with forms.* * [:octocat: Deform](https://github.com/Pylons/deform) - :star: 331 :fork_and_knife: 150 - Python HTML form generation library influenced by the formish form generation library. -* [:octocat: django-bootstrap3](https://github.com/dyve/django-bootstrap3) - :star: 2191 :fork_and_knife: 691 - Bootstrap 3 integration with Django. -* [:octocat: django-bootstrap4](https://github.com/zostera/django-bootstrap4) - :star: 756 :fork_and_knife: 184 - Bootstrap 4 integration with Django. -* [:octocat: django-crispy-forms](https://github.com/django-crispy-forms/django-crispy-forms) - :star: 3916 :fork_and_knife: 663 - A Django app which lets you create beautiful forms in a very elegant and DRY way. +* [:octocat: django-bootstrap3](https://github.com/dyve/django-bootstrap3) - :star: 2193 :fork_and_knife: 692 - Bootstrap 3 integration with Django. +* [:octocat: django-bootstrap4](https://github.com/zostera/django-bootstrap4) - :star: 764 :fork_and_knife: 187 - Bootstrap 4 integration with Django. +* [:octocat: django-crispy-forms](https://github.com/django-crispy-forms/django-crispy-forms) - :star: 3930 :fork_and_knife: 664 - A Django app which lets you create beautiful forms in a very elegant and DRY way. * [:octocat: django-remote-forms](https://github.com/WiserTogether/django-remote-forms) - :star: 199 :fork_and_knife: 100 - A platform independent Django form serializer. -* [:octocat: WTForms](https://github.com/wtforms/wtforms) - :star: 1118 :fork_and_knife: 325 - A flexible forms validation and rendering library. +* [:octocat: WTForms](https://github.com/wtforms/wtforms) - :star: 1130 :fork_and_knife: 329 - A flexible forms validation and rendering library. ## Functional Programming *Functional Programming with Python.* -* [:octocat: Coconut](https://github.com/evhub/coconut) - :star: 2863 :fork_and_knife: 92 - A variant of Python built for simple, elegant, Pythonic functional programming. -* [:octocat: fn.py](https://github.com/kachayev/fn.py) - :star: 3016 :fork_and_knife: 186 - Functional programming in Python: implementation of missing features to enjoy FP. -* [:octocat: funcy](https://github.com/Suor/funcy) - :star: 2322 :fork_and_knife: 114 - A fancy and practical functional tools. -* [:octocat: more-itertools](https://github.com/erikrose/more-itertools) - :star: 1428 :fork_and_knife: 137 - More routines for operating on iterables, beyond `itertools`. -* [:octocat: returns](https://github.com/dry-python/returns) - :star: 1197 :fork_and_knife: 37 - A set of type-safe monads, tranformers, and composition utilities. -* [:octocat: Toolz](https://github.com/pytoolz/toolz) - :star: 2754 :fork_and_knife: 195 - A collection of functional utilities for iterators, functions, and dictionaries. -* [:octocat: CyToolz](https://github.com/pytoolz/cytoolz/) - :star: 716 :fork_and_knife: 52 - Cython implementation of `Toolz`: High performance functional utilities. +* [:octocat: Coconut](https://github.com/evhub/coconut) - :star: 2952 :fork_and_knife: 99 - A variant of Python built for simple, elegant, Pythonic functional programming. +* [:octocat: fn.py](https://github.com/kachayev/fn.py) - :star: 3021 :fork_and_knife: 187 - Functional programming in Python: implementation of missing features to enjoy FP. +* [:octocat: funcy](https://github.com/Suor/funcy) - :star: 2330 :fork_and_knife: 115 - A fancy and practical functional tools. +* [:octocat: more-itertools](https://github.com/erikrose/more-itertools) - :star: 1452 :fork_and_knife: 140 - More routines for operating on iterables, beyond `itertools`. +* [:octocat: returns](https://github.com/dry-python/returns) - :star: 1235 :fork_and_knife: 41 - A set of type-safe monads, tranformers, and composition utilities. +* [:octocat: Toolz](https://github.com/pytoolz/toolz) - :star: 2850 :fork_and_knife: 200 - A collection of functional utilities for iterators, functions, and dictionaries. +* [:octocat: CyToolz](https://github.com/pytoolz/cytoolz/) - :star: 720 :fork_and_knife: 53 - Cython implementation of `Toolz`: High performance functional utilities. ## GUI Development *Libraries for working with graphical user interface applications.* * [:earth_americas: curses](https://docs.python.org/3/library/curses.html) - Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal GUI applications. -* [:octocat: Eel](https://github.com/ChrisKnott/Eel) - :star: 3639 :fork_and_knife: 342 - A library for making simple Electron-like offline HTML/JS GUI apps. -* [:octocat: enaml](https://github.com/nucleic/enaml) - :star: 873 :fork_and_knife: 96 - Creating beautiful user-interfaces with Declarative Syntax like QML. -* [:octocat: Flexx](https://github.com/zoofIO/flexx) - :star: 2348 :fork_and_knife: 223 - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering. -* [:octocat: Gooey](https://github.com/chriskiehl/Gooey) - :star: 8969 :fork_and_knife: 526 - Turn command line programs into a full GUI application with one line. +* [:octocat: Eel](https://github.com/ChrisKnott/Eel) - :star: 3679 :fork_and_knife: 345 - A library for making simple Electron-like offline HTML/JS GUI apps. +* [:octocat: enaml](https://github.com/nucleic/enaml) - :star: 882 :fork_and_knife: 96 - Creating beautiful user-interfaces with Declarative Syntax like QML. +* [:octocat: Flexx](https://github.com/zoofIO/flexx) - :star: 2358 :fork_and_knife: 224 - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering. +* [:octocat: Gooey](https://github.com/chriskiehl/Gooey) - :star: 9015 :fork_and_knife: 537 - Turn command line programs into a full GUI application with one line. * [:earth_americas: kivy](https://kivy.org/) - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS. * [:earth_americas: pyglet](https://bitbucket.org/pyglet/pyglet/wiki/Home) - A cross-platform windowing and multimedia library for Python. * [:earth_americas: PyGObject](https://wiki.gnome.org/Projects/PyGObject) - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3). * [:earth_americas: PyQt](https://riverbankcomputing.com/software/pyqt/intro) - Python bindings for the [Qt](https://www.qt.io/) cross-platform application and UI framework. -* [:octocat: PySimpleGUI](https://github.com/PySimpleGUI/PySimpleGUI) - :star: 4030 :fork_and_knife: 630 - Wrapper for tkinter, Qt, WxPython and Remi. -* [:octocat: pywebview](https://github.com/r0x0r/pywebview/) - :star: 1901 :fork_and_knife: 252 - A lightweight cross-platform native wrapper around a webview component. +* [:octocat: PySimpleGUI](https://github.com/PySimpleGUI/PySimpleGUI) - :star: 4137 :fork_and_knife: 647 - Wrapper for tkinter, Qt, WxPython and Remi. +* [:octocat: pywebview](https://github.com/r0x0r/pywebview/) - :star: 1921 :fork_and_knife: 251 - A lightweight cross-platform native wrapper around a webview component. * [:earth_americas: Tkinter](https://wiki.python.org/moin/TkInter) - Tkinter is Python's de-facto standard GUI package. -* [:octocat: Toga](https://github.com/pybee/toga) - :star: 2313 :fork_and_knife: 411 - A Python native, OS native GUI toolkit. +* [:octocat: Toga](https://github.com/pybee/toga) - :star: 2334 :fork_and_knife: 417 - A Python native, OS native GUI toolkit. * [:earth_americas: urwid](http://urwid.org/) - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc. * [:earth_americas: wxPython](https://wxpython.org/) - A blending of the wxWidgets C++ class library with the Python. @@ -657,7 +657,7 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: tartiflette](https://tartiflette.io) - SDL-first GraphQL engine implementation for Python 3.6+ and asyncio. * [:octocat: tartiflette-aiohttp](https://github.com/tartiflette/tartiflette-aiohttp/) - :star: 42 :fork_and_knife: 4 - An `aiohttp`-based wrapper for Tartiflette to expose GraphQL APIs over HTTP. -* [:octocat: tartiflette-asgi](https://github.com/tartiflette/tartiflette-asgi/) - :star: 61 :fork_and_knife: 9 - ASGI support for the Tartiflette GraphQL engine. +* [:octocat: tartiflette-asgi](https://github.com/tartiflette/tartiflette-asgi/) - :star: 62 :fork_and_knife: 9 - ASGI support for the Tartiflette GraphQL engine. ## Game Development @@ -676,115 +676,115 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for geocoding addresses and working with latitudes and longitudes.* -* [:octocat: django-countries](https://github.com/SmileyChris/django-countries) - :star: 832 :fork_and_knife: 203 - A Django app that provides a country field for models and forms. +* [:octocat: django-countries](https://github.com/SmileyChris/django-countries) - :star: 840 :fork_and_knife: 203 - A Django app that provides a country field for models and forms. * [:earth_americas: GeoDjango](https://docs.djangoproject.com/en/dev/ref/contrib/gis/) - A world-class geographic web framework. * [:octocat: GeoIP](https://github.com/maxmind/geoip-api-python) - :star: 207 :fork_and_knife: 61 - Python API for MaxMind GeoIP Legacy Database. -* [:octocat: geojson](https://github.com/frewsxcv/python-geojson) - :star: 551 :fork_and_knife: 71 - Python bindings and utilities for GeoJSON. -* [:octocat: geopy](https://github.com/geopy/geopy) - :star: 2907 :fork_and_knife: 500 - Python Geocoding Toolbox. -* [:octocat: pygeoip](https://github.com/appliedsec/pygeoip) - :star: 482 :fork_and_knife: 109 - Pure Python GeoIP API. +* [:octocat: geojson](https://github.com/frewsxcv/python-geojson) - :star: 557 :fork_and_knife: 73 - Python bindings and utilities for GeoJSON. +* [:octocat: geopy](https://github.com/geopy/geopy) - :star: 2942 :fork_and_knife: 505 - Python Geocoding Toolbox. +* [:octocat: pygeoip](https://github.com/appliedsec/pygeoip) - :star: 481 :fork_and_knife: 109 - Pure Python GeoIP API. ## HTML Manipulation *Libraries for working with HTML and XML.* * [:earth_americas: BeautifulSoup](https://www.crummy.com/software/BeautifulSoup/bs4/doc/) - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML. -* [:octocat: bleach](https://github.com/mozilla/bleach) - :star: 1936 :fork_and_knife: 212 - A whitelist-based HTML sanitization and text linkification library. +* [:octocat: bleach](https://github.com/mozilla/bleach) - :star: 1947 :fork_and_knife: 213 - A whitelist-based HTML sanitization and text linkification library. * [:earth_americas: cssutils](https://pypi.org/project/cssutils/) - A CSS library for Python. -* [:octocat: html5lib](https://github.com/html5lib/html5lib-python) - :star: 848 :fork_and_knife: 241 - A standards-compliant library for parsing and serializing HTML documents and fragments. +* [:octocat: html5lib](https://github.com/html5lib/html5lib-python) - :star: 852 :fork_and_knife: 242 - A standards-compliant library for parsing and serializing HTML documents and fragments. * [:earth_americas: lxml](http://lxml.de/) - A very fast, easy-to-use and versatile library for handling HTML and XML. -* [:octocat: MarkupSafe](https://github.com/pallets/markupsafe) - :star: 331 :fork_and_knife: 89 - Implements a XML/HTML/XHTML Markup safe string for Python. -* [:octocat: pyquery](https://github.com/gawel/pyquery) - :star: 1862 :fork_and_knife: 157 - A jQuery-like library for parsing HTML. -* [:octocat: untangle](https://github.com/stchris/untangle) - :star: 464 :fork_and_knife: 65 - Converts XML documents to Python objects for easy access. +* [:octocat: MarkupSafe](https://github.com/pallets/markupsafe) - :star: 336 :fork_and_knife: 90 - Implements a XML/HTML/XHTML Markup safe string for Python. +* [:octocat: pyquery](https://github.com/gawel/pyquery) - :star: 1876 :fork_and_knife: 158 - A jQuery-like library for parsing HTML. +* [:octocat: untangle](https://github.com/stchris/untangle) - :star: 472 :fork_and_knife: 66 - Converts XML documents to Python objects for easy access. * [:earth_americas: WeasyPrint](http://weasyprint.org) - A visual rendering engine for HTML and CSS that can export to PDF. * [:earth_americas: xmldataset](https://xmldataset.readthedocs.io/en/latest/) - Simple XML Parsing. -* [:octocat: xmltodict](https://github.com/martinblech/xmltodict) - :star: 4018 :fork_and_knife: 389 - Working with XML feel like you are working with JSON. +* [:octocat: xmltodict](https://github.com/martinblech/xmltodict) - :star: 4031 :fork_and_knife: 388 - Working with XML feel like you are working with JSON. ## HTTP Clients *Libraries for working with HTTP.* -* [:octocat: grequests](https://github.com/spyoungtech/grequests) - :star: 3436 :fork_and_knife: 306 - requests + gevent for asynchronous HTTP requests. -* [:octocat: httplib2](https://github.com/httplib2/httplib2) - :star: 368 :fork_and_knife: 124 - Comprehensive HTTP client library. -* [:octocat: httpx](https://github.com/encode/httpx) - :star: 5075 :fork_and_knife: 303 - A next generation HTTP client for Python. -* [:octocat: requests](https://github.com/psf/requests) - :star: 42934 :fork_and_knife: 7783 - HTTP Requests for Humans. -* [:octocat: treq](https://github.com/twisted/treq) - :star: 503 :fork_and_knife: 137 - Python requests like API built on top of Twisted's HTTP client. -* [:octocat: urllib3](https://github.com/shazow/urllib3) - :star: 2363 :fork_and_knife: 759 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. +* [:octocat: grequests](https://github.com/spyoungtech/grequests) - :star: 3450 :fork_and_knife: 308 - requests + gevent for asynchronous HTTP requests. +* [:octocat: httplib2](https://github.com/httplib2/httplib2) - :star: 373 :fork_and_knife: 126 - Comprehensive HTTP client library. +* [:octocat: httpx](https://github.com/encode/httpx) - :star: 5239 :fork_and_knife: 320 - A next generation HTTP client for Python. +* [:octocat: requests](https://github.com/psf/requests) - :star: 43087 :fork_and_knife: 7800 - HTTP Requests for Humans. +* [:octocat: treq](https://github.com/twisted/treq) - :star: 504 :fork_and_knife: 137 - Python requests like API built on top of Twisted's HTTP client. +* [:octocat: urllib3](https://github.com/shazow/urllib3) - :star: 2385 :fork_and_knife: 766 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. ## Hardware *Libraries for programming with hardware.* * [:earth_americas: ino](http://inotool.org/) - Command line toolkit for working with [Arduino](https://www.arduino.cc/). -* [:octocat: keyboard](https://github.com/boppreh/keyboard) - :star: 1935 :fork_and_knife: 226 - Hook and simulate global keyboard events on Windows and Linux. -* [:octocat: mouse](https://github.com/boppreh/mouse) - :star: 321 :fork_and_knife: 52 - Hook and simulate global mouse events on Windows and Linux. +* [:octocat: keyboard](https://github.com/boppreh/keyboard) - :star: 1981 :fork_and_knife: 232 - Hook and simulate global keyboard events on Windows and Linux. +* [:octocat: mouse](https://github.com/boppreh/mouse) - :star: 332 :fork_and_knife: 52 - Hook and simulate global mouse events on Windows and Linux. * [:earth_americas: Pingo](http://www.pingo.io/) - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc. -* [:octocat: PyUserInput](https://github.com/SavinaRoja/PyUserInput) - :star: 923 :fork_and_knife: 235 - A module for cross-platform control of the mouse and keyboard. -* [:octocat: scapy](https://github.com/secdev/scapy) - :star: 5367 :fork_and_knife: 1238 - A brilliant packet manipulation library. -* [:octocat: wifi](https://github.com/rockymeza/wifi) - :star: 266 :fork_and_knife: 137 - A Python library and command line tool for working with WiFi on Linux. +* [:octocat: PyUserInput](https://github.com/SavinaRoja/PyUserInput) - :star: 926 :fork_and_knife: 235 - A module for cross-platform control of the mouse and keyboard. +* [:octocat: scapy](https://github.com/secdev/scapy) - :star: 5404 :fork_and_knife: 1245 - A brilliant packet manipulation library. +* [:octocat: wifi](https://github.com/rockymeza/wifi) - :star: 268 :fork_and_knife: 138 - A Python library and command line tool for working with WiFi on Linux. ## Image Processing *Libraries for manipulating images.* -* [:octocat: hmap](https://github.com/rossgoodwin/hmap) - :star: 175 :fork_and_knife: 21 - Image histogram remapping. +* [:octocat: hmap](https://github.com/rossgoodwin/hmap) - :star: 176 :fork_and_knife: 21 - Image histogram remapping. * [:earth_americas: imgSeek](https://sourceforge.net/projects/imgseek/) - A project for searching a collection of images using visual similarity. * [:octocat: nude.py](https://github.com/hhatto/nude.py) - :star: 731 :fork_and_knife: 122 - Nudity detection. * [:octocat: pagan](https://github.com/daboth/pagan) - :star: 187 :fork_and_knife: 22 - Retro identicon (Avatar) generation based on input string and hash. -* [:octocat: pillow](https://github.com/python-pillow/Pillow) - :star: 7515 :fork_and_knife: 1475 - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork. +* [:octocat: pillow](https://github.com/python-pillow/Pillow) - :star: 7553 :fork_and_knife: 1488 - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork. * [:earth_americas: pyBarcode](https://pythonhosted.org/pyBarcode/) - Create barcodes in Python without needing PIL. * [:octocat: pygram](https://github.com/ajkumar25/pygram) - :star: 90 :fork_and_knife: 12 - Instagram-like image filters. -* [:octocat: python-qrcode](https://github.com/lincolnloop/python-qrcode) - :star: 2159 :fork_and_knife: 395 - A pure Python QR Code generator. -* [:octocat: Quads](https://github.com/fogleman/Quads) - :star: 938 :fork_and_knife: 105 - Computer art based on quadtrees. +* [:octocat: python-qrcode](https://github.com/lincolnloop/python-qrcode) - :star: 2172 :fork_and_knife: 399 - A pure Python QR Code generator. +* [:octocat: Quads](https://github.com/fogleman/Quads) - :star: 941 :fork_and_knife: 105 - Computer art based on quadtrees. * [:earth_americas: scikit-image](http://scikit-image.org/) - A Python library for (scientific) image processing. -* [:octocat: thumbor](https://github.com/thumbor/thumbor) - :star: 7811 :fork_and_knife: 678 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. +* [:octocat: thumbor](https://github.com/thumbor/thumbor) - :star: 7846 :fork_and_knife: 679 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. * [:octocat: wand](https://github.com/dahlia/wand) - :star: 1004 :fork_and_knife: 183 - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick. ## Implementations *Implementations of Python.* -* [:octocat: CPython](https://github.com/python/cpython) - :star: 32254 :fork_and_knife: 15321 - **Default, most widely used implementation of the Python programming language written in C.** +* [:octocat: CPython](https://github.com/python/cpython) - :star: 32632 :fork_and_knife: 15543 - **Default, most widely used implementation of the Python programming language written in C.** * [:earth_americas: Cython](http://cython.org/) - Optimizing Static Compiler for Python. -* [:octocat: CLPython](https://github.com/metawilm/cl-python) - :star: 295 :fork_and_knife: 34 - Implementation of the Python programming language written in Common Lisp. -* [:octocat: Grumpy](https://github.com/google/grumpy) - :star: 10089 :fork_and_knife: 650 - More compiler than interpreter as more powerful CPython2.7 replacement (alpha). -* [:octocat: IronPython](https://github.com/IronLanguages/ironpython3) - :star: 1163 :fork_and_knife: 151 - Implementation of the Python programming language written in C#. +* [:octocat: CLPython](https://github.com/metawilm/cl-python) - :star: 298 :fork_and_knife: 34 - Implementation of the Python programming language written in Common Lisp. +* [:octocat: Grumpy](https://github.com/google/grumpy) - :star: 10103 :fork_and_knife: 650 - More compiler than interpreter as more powerful CPython2.7 replacement (alpha). +* [:octocat: IronPython](https://github.com/IronLanguages/ironpython3) - :star: 1168 :fork_and_knife: 153 - Implementation of the Python programming language written in C#. * [:earth_americas: Jython](https://hg.python.org/jython) - Implementation of Python programming language written in Java for the JVM. -* [:octocat: MicroPython](https://github.com/micropython/micropython) - :star: 10757 :fork_and_knife: 3510 - A lean and efficient Python programming language implementation. +* [:octocat: MicroPython](https://github.com/micropython/micropython) - :star: 10864 :fork_and_knife: 3555 - A lean and efficient Python programming language implementation. * [:earth_americas: Numba](http://numba.pydata.org/) - Python JIT compiler to LLVM aimed at scientific Python. -* [:octocat: PeachPy](https://github.com/Maratyszcza/PeachPy) - :star: 1417 :fork_and_knife: 125 - x86-64 assembler embedded in Python. -* [:octocat: Pyjion](https://github.com/Microsoft/Pyjion) - :star: 1341 :fork_and_knife: 68 - A JIT for Python based upon CoreCLR. +* [:octocat: PeachPy](https://github.com/Maratyszcza/PeachPy) - :star: 1425 :fork_and_knife: 125 - x86-64 assembler embedded in Python. +* [:octocat: Pyjion](https://github.com/Microsoft/Pyjion) - :star: 1343 :fork_and_knife: 67 - A JIT for Python based upon CoreCLR. * [:earth_americas: PyPy](https://foss.heptapod.net/pypy/pypy) - A very fast and compliant implementation of the Python language. -* [:octocat: Pyston](https://github.com/dropbox/pyston) - :star: 4524 :fork_and_knife: 306 - A Python implementation using JIT techniques. -* [:octocat: Stackless Python](https://github.com/stackless-dev/stackless) - :star: 602 :fork_and_knife: 41 - An enhanced version of the Python programming language. +* [:octocat: Pyston](https://github.com/dropbox/pyston) - :star: 4534 :fork_and_knife: 304 - A Python implementation using JIT techniques. +* [:octocat: Stackless Python](https://github.com/stackless-dev/stackless) - :star: 607 :fork_and_knife: 43 - An enhanced version of the Python programming language. ## Interactive Interpreter *Interactive Python interpreters (REPL).* -* [:octocat: bpython](https://github.com/bpython/bpython) - :star: 1520 :fork_and_knife: 175 - A fancy interface to the Python interpreter. +* [:octocat: bpython](https://github.com/bpython/bpython) - :star: 1536 :fork_and_knife: 176 - A fancy interface to the Python interpreter. * [:earth_americas: Jupyter Notebook (IPython)](https://jupyter.org) - A rich toolkit to help you make the most out of using Python interactively. - * [:octocat: awesome-jupyter](https://github.com/markusschanta/awesome-jupyter) - :star: 1724 :fork_and_knife: 223 -* [:octocat: ptpython](https://github.com/jonathanslenders/ptpython) - :star: 3677 :fork_and_knife: 205 - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit). + * [:octocat: awesome-jupyter](https://github.com/markusschanta/awesome-jupyter) - :star: 1756 :fork_and_knife: 225 +* [:octocat: ptpython](https://github.com/jonathanslenders/ptpython) - :star: 3701 :fork_and_knife: 205 - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit). ## Internationalization *Libraries for working with i18n.* * [:earth_americas: Babel](http://babel.pocoo.org/en/latest/) - An internationalization library for Python. -* [:octocat: PyICU](https://github.com/ovalhub/pyicu) - :star: 115 :fork_and_knife: 46 - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)). +* [:octocat: PyICU](https://github.com/ovalhub/pyicu) - :star: 117 :fork_and_knife: 46 - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)). ## Job Scheduler *Libraries for scheduling jobs.* * [:earth_americas: APScheduler](http://apscheduler.readthedocs.io/en/latest/) - A light but powerful in-process task scheduler that lets you schedule functions. -* [:octocat: django-schedule](https://github.com/thauber/django-schedule) - :star: 777 :fork_and_knife: 288 - A calendaring app for Django. +* [:octocat: django-schedule](https://github.com/thauber/django-schedule) - :star: 779 :fork_and_knife: 288 - A calendaring app for Django. * [:earth_americas: doit](http://pydoit.org/) - A task runner and build tool. -* [:octocat: gunnery](https://github.com/gunnery/gunnery) - :star: 715 :fork_and_knife: 76 - Multipurpose task execution tool for distributed systems with web-based interface. +* [:octocat: gunnery](https://github.com/gunnery/gunnery) - :star: 717 :fork_and_knife: 76 - Multipurpose task execution tool for distributed systems with web-based interface. * [:earth_americas: Joblib](https://joblib.readthedocs.io/) - A set of tools to provide lightweight pipelining in Python. -* [:octocat: Plan](https://github.com/fengsp/plan) - :star: 1108 :fork_and_knife: 94 - Writing crontab file in Python like a charm. -* [:octocat: schedule](https://github.com/dbader/schedule) - :star: 7490 :fork_and_knife: 696 - Python job scheduling for humans. -* [:octocat: Spiff](https://github.com/knipknap/SpiffWorkflow) - :star: 889 :fork_and_knife: 213 - A powerful workflow engine implemented in pure Python. +* [:octocat: Plan](https://github.com/fengsp/plan) - :star: 1110 :fork_and_knife: 94 - Writing crontab file in Python like a charm. +* [:octocat: schedule](https://github.com/dbader/schedule) - :star: 7543 :fork_and_knife: 698 - Python job scheduling for humans. +* [:octocat: Spiff](https://github.com/knipknap/SpiffWorkflow) - :star: 894 :fork_and_knife: 218 - A powerful workflow engine implemented in pure Python. * [:earth_americas: TaskFlow](https://docs.openstack.org/developer/taskflow/) - A Python library that helps to make task execution easy, consistent and reliable. * [:earth_americas: Airflow](https://airflow.apache.org/) - Airflow is a platform to programmatically author, schedule and monitor workflows. @@ -792,22 +792,22 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for generating and working with logs.* -* [:octocat: Eliot](https://github.com/ScatterHQ/eliot) - :star: 778 :fork_and_knife: 51 - Logging for complex & distributed systems. +* [:octocat: Eliot](https://github.com/ScatterHQ/eliot) - :star: 782 :fork_and_knife: 51 - Logging for complex & distributed systems. * [:earth_americas: logbook](http://logbook.readthedocs.io/en/stable/) - Logging replacement for Python. * [:earth_americas: logging](https://docs.python.org/3/library/logging.html) - (Python standard library) Logging facility for Python. -* [:octocat: raven](https://github.com/getsentry/raven-python) - :star: 1667 :fork_and_knife: 802 - Python client for Sentry, a log/error tracking, crash reporting and aggregation platform for web applications. +* [:octocat: raven](https://github.com/getsentry/raven-python) - :star: 1667 :fork_and_knife: 801 - Python client for Sentry, a log/error tracking, crash reporting and aggregation platform for web applications. ## Machine Learning *Libraries for Machine Learning. Also see [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning#python).* -* [:octocat: H2O](https://github.com/h2oai/h2o-3) - :star: 4884 :fork_and_knife: 1751 - Open Source Fast Scalable Machine Learning Platform. -* [:octocat: Metrics](https://github.com/benhamner/Metrics) - :star: 1328 :fork_and_knife: 416 - Machine learning evaluation metrics. -* [:octocat: NuPIC](https://github.com/numenta/nupic) - :star: 6103 :fork_and_knife: 1579 - Numenta Platform for Intelligent Computing. +* [:octocat: H2O](https://github.com/h2oai/h2o-3) - :star: 4916 :fork_and_knife: 1755 - Open Source Fast Scalable Machine Learning Platform. +* [:octocat: Metrics](https://github.com/benhamner/Metrics) - :star: 1333 :fork_and_knife: 417 - Machine learning evaluation metrics. +* [:octocat: NuPIC](https://github.com/numenta/nupic) - :star: 6107 :fork_and_knife: 1581 - Numenta Platform for Intelligent Computing. * [:earth_americas: scikit-learn](http://scikit-learn.org/) - The most popular Python library for Machine Learning. * [:earth_americas: Spark ML](http://spark.apache.org/docs/latest/ml-guide.html) - [Apache Spark](http://spark.apache.org/)'s scalable Machine Learning library. * [:octocat: vowpal_porpoise](https://github.com/josephreisinger/vowpal_porpoise) - :star: 156 :fork_and_knife: 30 - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). -* [:octocat: xgboost](https://github.com/dmlc/xgboost) - :star: 19366 :fork_and_knife: 7593 - A scalable, portable, and distributed gradient boosting library. +* [:octocat: xgboost](https://github.com/dmlc/xgboost) - :star: 19478 :fork_and_knife: 7630 - A scalable, portable, and distributed gradient boosting library. ## Microsoft Windows @@ -815,18 +815,18 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: Python(x,y)](http://python-xy.github.io/) - Scientific-applications-oriented Python Distribution based on Qt and Spyder. * [:earth_americas: pythonlibs](http://www.lfd.uci.edu/~gohlke/pythonlibs/) - Unofficial Windows binaries for Python extension packages. -* [:octocat: PythonNet](https://github.com/pythonnet/pythonnet) - :star: 2163 :fork_and_knife: 406 - Python Integration with the .NET Common Language Runtime (CLR). -* [:octocat: PyWin32](https://github.com/mhammond/pywin32) - :star: 2384 :fork_and_knife: 489 - Python Extensions for Windows. +* [:octocat: PythonNet](https://github.com/pythonnet/pythonnet) - :star: 2186 :fork_and_knife: 410 - Python Integration with the .NET Common Language Runtime (CLR). +* [:octocat: PyWin32](https://github.com/mhammond/pywin32) - :star: 2418 :fork_and_knife: 495 - Python Extensions for Windows. * [:earth_americas: WinPython](https://winpython.github.io/) - Portable development environment for Windows 7/8. ## Miscellaneous *Useful libraries or tools that don't fit in the categories above.* -* [:octocat: blinker](https://github.com/jek/blinker) - :star: 1088 :fork_and_knife: 141 - A fast Python in-process signal/event dispatching system. -* [:octocat: boltons](https://github.com/mahmoud/boltons) - :star: 5184 :fork_and_knife: 279 - A set of pure-Python utilities. -* [:octocat: itsdangerous](https://github.com/pallets/itsdangerous) - :star: 2015 :fork_and_knife: 173 - Various helpers to pass trusted data to untrusted environments. -* [:octocat: pluginbase](https://github.com/mitsuhiko/pluginbase) - :star: 890 :fork_and_knife: 132 - A simple but flexible plugin system for Python. +* [:octocat: blinker](https://github.com/jek/blinker) - :star: 1097 :fork_and_knife: 142 - A fast Python in-process signal/event dispatching system. +* [:octocat: boltons](https://github.com/mahmoud/boltons) - :star: 5192 :fork_and_knife: 280 - A set of pure-Python utilities. +* [:octocat: itsdangerous](https://github.com/pallets/itsdangerous) - :star: 2023 :fork_and_knife: 174 - Various helpers to pass trusted data to untrusted environments. +* [:octocat: pluginbase](https://github.com/mitsuhiko/pluginbase) - :star: 892 :fork_and_knife: 132 - A simple but flexible plugin system for Python. * [:earth_americas: tryton](http://www.tryton.org/) - A general purpose business framework. ## Natural Language Processing @@ -834,35 +834,35 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with human languages.* - General - * [:octocat: gensim](https://github.com/RaRe-Technologies/gensim) - :star: 10957 :fork_and_knife: 3778 - Topic Modeling for Humans. - * [:octocat: langid.py](https://github.com/saffsd/langid.py) - :star: 1617 :fork_and_knife: 263 - Stand-alone language identification system. + * [:octocat: gensim](https://github.com/RaRe-Technologies/gensim) - :star: 11009 :fork_and_knife: 3784 - Topic Modeling for Humans. + * [:octocat: langid.py](https://github.com/saffsd/langid.py) - :star: 1622 :fork_and_knife: 264 - Stand-alone language identification system. * [:earth_americas: nltk](http://www.nltk.org/) - A leading platform for building Python programs to work with human language data. - * [:octocat: pattern](https://github.com/clips/pattern) - :star: 7455 :fork_and_knife: 1486 - A web mining module. - * [:octocat: polyglot](https://github.com/aboSamoor/polyglot) - :star: 1627 :fork_and_knife: 279 - Natural language pipeline supporting hundreds of languages. - * [:octocat: pytext](https://github.com/facebookresearch/pytext) - :star: 5913 :fork_and_knife: 731 - A natural language modeling framework based on PyTorch. - * [:octocat: PyTorch-NLP](https://github.com/PetrochukM/PyTorch-NLP) - :star: 1734 :fork_and_knife: 206 - A toolkit enabling rapid deep learning NLP prototyping for research. + * [:octocat: pattern](https://github.com/clips/pattern) - :star: 7502 :fork_and_knife: 1490 - A web mining module. + * [:octocat: polyglot](https://github.com/aboSamoor/polyglot) - :star: 1638 :fork_and_knife: 280 - Natural language pipeline supporting hundreds of languages. + * [:octocat: pytext](https://github.com/facebookresearch/pytext) - :star: 5940 :fork_and_knife: 738 - A natural language modeling framework based on PyTorch. + * [:octocat: PyTorch-NLP](https://github.com/PetrochukM/PyTorch-NLP) - :star: 1756 :fork_and_knife: 208 - A toolkit enabling rapid deep learning NLP prototyping for research. * [:earth_americas: spacy](https://spacy.io/) - A library for industrial-strength natural language processing in Python and Cython. - * [:octocat: Stanza](https://github.com/stanfordnlp/stanza) - :star: 4372 :fork_and_knife: 555 - The Stanford NLP Group's official Python library, supporting 60+ languages. + * [:octocat: Stanza](https://github.com/stanfordnlp/stanza) - :star: 4448 :fork_and_knife: 566 - The Stanford NLP Group's official Python library, supporting 60+ languages. - Chinese - * [:octocat: jieba](https://github.com/fxsjy/jieba) - :star: 23456 :fork_and_knife: 5765 - The most popular Chinese text segmentation library. - * [:octocat: pkuseg-python](https://github.com/lancopku/pkuseg-python) - :star: 4910 :fork_and_knife: 783 - A toolkit for Chinese word segmentation in various domains. - * [:octocat: snownlp](https://github.com/isnowfy/snownlp) - :star: 4833 :fork_and_knife: 1182 - A library for processing Chinese text. - * [:octocat: funNLP](https://github.com/fighting41love/funNLP) - :star: 22054 :fork_and_knife: 6687 - A collection of tools and datasets for Chinese NLP. + * [:octocat: jieba](https://github.com/fxsjy/jieba) - :star: 23650 :fork_and_knife: 5807 - The most popular Chinese text segmentation library. + * [:octocat: pkuseg-python](https://github.com/lancopku/pkuseg-python) - :star: 4950 :fork_and_knife: 788 - A toolkit for Chinese word segmentation in various domains. + * [:octocat: snownlp](https://github.com/isnowfy/snownlp) - :star: 4868 :fork_and_knife: 1189 - A library for processing Chinese text. + * [:octocat: funNLP](https://github.com/fighting41love/funNLP) - :star: 22588 :fork_and_knife: 6854 - A collection of tools and datasets for Chinese NLP. ## Network Virtualization *Tools and libraries for Virtual Networking and SDN (Software Defined Networking).* -* [:octocat: mininet](https://github.com/mininet/mininet) - :star: 3448 :fork_and_knife: 1391 - A popular network emulator and API written in Python. -* [:octocat: napalm](https://github.com/napalm-automation/napalm) - :star: 1510 :fork_and_knife: 431 - Cross-vendor API to manipulate network devices. -* [:octocat: pox](https://github.com/noxrepo/pox) - :star: 493 :fork_and_knife: 432 - A Python-based SDN control applications, such as OpenFlow SDN controllers. +* [:octocat: mininet](https://github.com/mininet/mininet) - :star: 3469 :fork_and_knife: 1401 - A popular network emulator and API written in Python. +* [:octocat: napalm](https://github.com/napalm-automation/napalm) - :star: 1521 :fork_and_knife: 431 - Cross-vendor API to manipulate network devices. +* [:octocat: pox](https://github.com/noxrepo/pox) - :star: 494 :fork_and_knife: 433 - A Python-based SDN control applications, such as OpenFlow SDN controllers. ## News Feed *Libraries for building user's activities.* -* [:octocat: django-activity-stream](https://github.com/justquick/django-activity-stream) - :star: 1768 :fork_and_knife: 452 - Generating generic activity streams from the actions on your site. -* [:octocat: Stream Framework](https://github.com/tschellenbach/Stream-Framework) - :star: 4334 :fork_and_knife: 535 - Building news feed and notification systems using Cassandra and Redis. +* [:octocat: django-activity-stream](https://github.com/justquick/django-activity-stream) - :star: 1778 :fork_and_knife: 453 - Generating generic activity streams from the actions on your site. +* [:octocat: Stream Framework](https://github.com/tschellenbach/Stream-Framework) - :star: 4340 :fork_and_knife: 538 - Building news feed and notification systems using Cassandra and Redis. ## ORM @@ -871,18 +871,18 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * Relational Databases * [:earth_americas: Django Models](https://docs.djangoproject.com/en/dev/topics/db/models/) - The Django ORM. * [:earth_americas: SQLAlchemy](https://www.sqlalchemy.org/) - The Python SQL Toolkit and Object Relational Mapper. - * [:octocat: awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) - :star: 2093 :fork_and_knife: 123 - * [:octocat: dataset](https://github.com/pudo/dataset) - :star: 3834 :fork_and_knife: 245 - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL. - * [:octocat: orator](https://github.com/sdispater/orator) - :star: 1095 :fork_and_knife: 145 - The Orator ORM provides a simple yet beautiful ActiveRecord implementation. - * [:octocat: orm](https://github.com/encode/orm) - :star: 963 :fork_and_knife: 48 - An async ORM. - * [:octocat: peewee](https://github.com/coleifer/peewee) - :star: 7651 :fork_and_knife: 1215 - A small, expressive ORM. - * [:octocat: pony](https://github.com/ponyorm/pony/) - :star: 2230 :fork_and_knife: 173 - ORM that provides a generator-oriented interface to SQL. - * [:octocat: pydal](https://github.com/web2py/pydal/) - :star: 317 :fork_and_knife: 112 - A pure Python Database Abstraction Layer. + * [:octocat: awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) - :star: 2102 :fork_and_knife: 124 + * [:octocat: dataset](https://github.com/pudo/dataset) - :star: 3845 :fork_and_knife: 245 - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL. + * [:octocat: orator](https://github.com/sdispater/orator) - :star: 1102 :fork_and_knife: 143 - The Orator ORM provides a simple yet beautiful ActiveRecord implementation. + * [:octocat: orm](https://github.com/encode/orm) - :star: 993 :fork_and_knife: 49 - An async ORM. + * [:octocat: peewee](https://github.com/coleifer/peewee) - :star: 7692 :fork_and_knife: 1216 - A small, expressive ORM. + * [:octocat: pony](https://github.com/ponyorm/pony/) - :star: 2256 :fork_and_knife: 172 - ORM that provides a generator-oriented interface to SQL. + * [:octocat: pydal](https://github.com/web2py/pydal/) - :star: 322 :fork_and_knife: 113 - A pure Python Database Abstraction Layer. * NoSQL Databases * [:octocat: hot-redis](https://github.com/stephenmcd/hot-redis) - :star: 261 :fork_and_knife: 25 - Rich Python data types for Redis. - * [:octocat: mongoengine](https://github.com/MongoEngine/mongoengine) - :star: 3200 :fork_and_knife: 1100 - A Python Object-Document-Mapper for working with MongoDB. - * [:octocat: PynamoDB](https://github.com/pynamodb/PynamoDB) - :star: 1278 :fork_and_knife: 316 - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). - * [:octocat: redisco](https://github.com/kiddouk/redisco) - :star: 432 :fork_and_knife: 86 - A Python Library for Simple Models and Containers Persisted in Redis. + * [:octocat: mongoengine](https://github.com/MongoEngine/mongoengine) - :star: 3212 :fork_and_knife: 1103 - A Python Object-Document-Mapper for working with MongoDB. + * [:octocat: PynamoDB](https://github.com/pynamodb/PynamoDB) - :star: 1290 :fork_and_knife: 317 - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). + * [:octocat: redisco](https://github.com/kiddouk/redisco) - :star: 433 :fork_and_knife: 86 - A Python Library for Simple Models and Containers Persisted in Redis. ## Package Management @@ -890,46 +890,46 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: pip](https://pip.pypa.io/en/stable/) - The package installer for Python. * [:earth_americas: PyPI](https://pypi.org/) - * [:octocat: pip-tools](https://github.com/jazzband/pip-tools) - :star: 4349 :fork_and_knife: 385 - A set of tools to keep your pinned Python dependencies fresh. -* [:octocat: poetry](https://github.com/sdispater/poetry) - :star: 11302 :fork_and_knife: 806 - Python dependency management and packaging made easy. -* [:octocat: conda](https://github.com/conda/conda/) - :star: 3681 :fork_and_knife: 930 - Cross-platform, Python-agnostic binary package manager. + * [:octocat: pip-tools](https://github.com/jazzband/pip-tools) - :star: 4397 :fork_and_knife: 389 - A set of tools to keep your pinned Python dependencies fresh. +* [:octocat: poetry](https://github.com/sdispater/poetry) - :star: 11533 :fork_and_knife: 835 - Python dependency management and packaging made easy. +* [:octocat: conda](https://github.com/conda/conda/) - :star: 3715 :fork_and_knife: 942 - Cross-platform, Python-agnostic binary package manager. ## Package Repositories *Local PyPI repository server and proxies.* -* [:octocat: warehouse](https://github.com/pypa/warehouse) - :star: 2427 :fork_and_knife: 707 - Next generation Python Package Repository (PyPI). -* [:octocat: bandersnatch](https://github.com/pypa/bandersnatch/) - :star: 179 :fork_and_knife: 72 - PyPI mirroring tool provided by Python Packaging Authority (PyPA). -* [:octocat: devpi](https://github.com/devpi/devpi) - :star: 391 :fork_and_knife: 75 - PyPI server and packaging/testing/release tool. -* [:octocat: localshop](https://github.com/jazzband/localshop) - :star: 361 :fork_and_knife: 113 - Local PyPI server (custom packages and auto-mirroring of pypi). +* [:octocat: warehouse](https://github.com/pypa/warehouse) - :star: 2436 :fork_and_knife: 706 - Next generation Python Package Repository (PyPI). +* [:octocat: bandersnatch](https://github.com/pypa/bandersnatch/) - :star: 180 :fork_and_knife: 73 - PyPI mirroring tool provided by Python Packaging Authority (PyPA). +* [:octocat: devpi](https://github.com/devpi/devpi) - :star: 393 :fork_and_knife: 76 - PyPI server and packaging/testing/release tool. +* [:octocat: localshop](https://github.com/jazzband/localshop) - :star: 366 :fork_and_knife: 113 - Local PyPI server (custom packages and auto-mirroring of pypi). ## Permissions *Libraries that allow or deny users access to data or functionality.* -* [:octocat: django-guardian](https://github.com/django-guardian/django-guardian) - :star: 2687 :fork_and_knife: 489 - Implementation of per object permissions for Django 1.2+ -* [:octocat: django-rules](https://github.com/dfunckt/django-rules) - :star: 1080 :fork_and_knife: 90 - A tiny but powerful app providing object-level permissions to Django, without requiring a database. +* [:octocat: django-guardian](https://github.com/django-guardian/django-guardian) - :star: 2702 :fork_and_knife: 491 - Implementation of per object permissions for Django 1.2+ +* [:octocat: django-rules](https://github.com/dfunckt/django-rules) - :star: 1091 :fork_and_knife: 90 - A tiny but powerful app providing object-level permissions to Django, without requiring a database. ## Processes *Libraries for starting and communicating with OS processes.* -* [:octocat: delegator.py](https://github.com/amitt001/delegator.py) - :star: 1491 :fork_and_knife: 85 - [Subprocesses](https://docs.python.org/3/library/subprocess.html) for Humans 2.0. +* [:octocat: delegator.py](https://github.com/amitt001/delegator.py) - :star: 1490 :fork_and_knife: 85 - [Subprocesses](https://docs.python.org/3/library/subprocess.html) for Humans 2.0. * [:earth_americas: sarge](https://sarge.readthedocs.io/en/latest/) - Yet another wrapper for subprocess. -* [:octocat: sh](https://github.com/amoffat/sh) - :star: 5321 :fork_and_knife: 421 - A full-fledged subprocess replacement for Python. +* [:octocat: sh](https://github.com/amoffat/sh) - :star: 5342 :fork_and_knife: 424 - A full-fledged subprocess replacement for Python. ## Recommender Systems *Libraries for building recommender systems.* -* [:octocat: annoy](https://github.com/spotify/annoy) - :star: 7217 :fork_and_knife: 790 - Approximate Nearest Neighbors in C++/Python optimized for memory usage. -* [:octocat: fastFM](https://github.com/ibayer/fastFM) - :star: 853 :fork_and_knife: 193 - A library for Factorization Machines. -* [:octocat: implicit](https://github.com/benfred/implicit) - :star: 1982 :fork_and_knife: 439 - A fast Python implementation of collaborative filtering for implicit datasets. -* [:octocat: libffm](https://github.com/guestwalk/libffm) - :star: 1425 :fork_and_knife: 445 - A library for Field-aware Factorization Machine (FFM). -* [:octocat: lightfm](https://github.com/lyst/lightfm) - :star: 3183 :fork_and_knife: 535 - A Python implementation of a number of popular recommendation algorithms. -* [:octocat: spotlight](https://github.com/maciejkula/spotlight) - :star: 2185 :fork_and_knife: 341 - Deep recommender models using PyTorch. -* [:octocat: Surprise](https://github.com/NicolasHug/Surprise) - :star: 4155 :fork_and_knife: 771 - A scikit for building and analyzing recommender systems. -* [:octocat: tensorrec](https://github.com/jfkirk/tensorrec) - :star: 1060 :fork_and_knife: 198 - A Recommendation Engine Framework in TensorFlow. +* [:octocat: annoy](https://github.com/spotify/annoy) - :star: 7300 :fork_and_knife: 800 - Approximate Nearest Neighbors in C++/Python optimized for memory usage. +* [:octocat: fastFM](https://github.com/ibayer/fastFM) - :star: 854 :fork_and_knife: 193 - A library for Factorization Machines. +* [:octocat: implicit](https://github.com/benfred/implicit) - :star: 2003 :fork_and_knife: 441 - A fast Python implementation of collaborative filtering for implicit datasets. +* [:octocat: libffm](https://github.com/guestwalk/libffm) - :star: 1432 :fork_and_knife: 445 - A library for Field-aware Factorization Machine (FFM). +* [:octocat: lightfm](https://github.com/lyst/lightfm) - :star: 3206 :fork_and_knife: 535 - A Python implementation of a number of popular recommendation algorithms. +* [:octocat: spotlight](https://github.com/maciejkula/spotlight) - :star: 2209 :fork_and_knife: 344 - Deep recommender models using PyTorch. +* [:octocat: Surprise](https://github.com/NicolasHug/Surprise) - :star: 4218 :fork_and_knife: 779 - A scikit for building and analyzing recommender systems. +* [:octocat: tensorrec](https://github.com/jfkirk/tensorrec) - :star: 1069 :fork_and_knife: 198 - A Recommendation Engine Framework in TensorFlow. ## Refactoring @@ -937,7 +937,7 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: Bicycle Repair Man](http://bicyclerepair.sourceforge.net/) - Bicycle Repair Man, a refactoring tool for Python. * [:earth_americas: Bowler](https://pybowler.io/) - Safe code refactoring for modern Python. - * [:octocat: Rope](https://github.com/python-rope/rope) - :star: 941 :fork_and_knife: 114 - Rope is a python refactoring library. + * [:octocat: Rope](https://github.com/python-rope/rope) - :star: 949 :fork_and_knife: 114 - Rope is a python refactoring library. ## RESTful API @@ -947,58 +947,58 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: django-rest-framework](http://www.django-rest-framework.org/) - A powerful and flexible toolkit to build web APIs. * [:earth_americas: django-tastypie](http://tastypieapi.org/) - Creating delicious APIs for Django apps. * Flask - * [:octocat: eve](https://github.com/pyeve/eve) - :star: 6120 :fork_and_knife: 711 - REST API framework powered by Flask, MongoDB and good intentions. - * [:octocat: flask-api](https://github.com/flask-api/flask-api) - :star: 1171 :fork_and_knife: 135 - Browsable Web APIs for Flask. - * [:octocat: flask-restful](https://github.com/flask-restful/flask-restful) - :star: 5631 :fork_and_knife: 890 - Quickly building REST APIs for Flask. + * [:octocat: eve](https://github.com/pyeve/eve) - :star: 6134 :fork_and_knife: 714 - REST API framework powered by Flask, MongoDB and good intentions. + * [:octocat: flask-api](https://github.com/flask-api/flask-api) - :star: 1172 :fork_and_knife: 136 - Browsable Web APIs for Flask. + * [:octocat: flask-restful](https://github.com/flask-restful/flask-restful) - :star: 5660 :fork_and_knife: 889 - Quickly building REST APIs for Flask. * Pyramid - * [:octocat: cornice](https://github.com/Cornices/cornice) - :star: 358 :fork_and_knife: 146 - A RESTful framework for Pyramid. + * [:octocat: cornice](https://github.com/Cornices/cornice) - :star: 359 :fork_and_knife: 147 - A RESTful framework for Pyramid. * Framework agnostic - * [:octocat: apistar](https://github.com/encode/apistar) - :star: 5478 :fork_and_knife: 431 - A smart Web API framework, designed for Python 3. - * [:octocat: falcon](https://github.com/falconry/falcon) - :star: 7865 :fork_and_knife: 792 - A high-performance framework for building cloud APIs and web app backends. - * [:octocat: fastapi](https://github.com/tiangolo/fastapi) - :star: 16276 :fork_and_knife: 1107 - A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints. - * [:octocat: hug](https://github.com/hugapi/hug) - :star: 6273 :fork_and_knife: 362 - A Python 3 framework for cleanly exposing APIs. - * [:octocat: sandman2](https://github.com/jeffknupp/sandman2) - :star: 1525 :fork_and_knife: 172 - Automated REST APIs for existing database-driven systems. - * [:octocat: sanic](https://github.com/huge-success/sanic) - :star: 13906 :fork_and_knife: 1271 - A Python 3.6+ web server and web framework that's written to go fast. + * [:octocat: apistar](https://github.com/encode/apistar) - :star: 5477 :fork_and_knife: 429 - A smart Web API framework, designed for Python 3. + * [:octocat: falcon](https://github.com/falconry/falcon) - :star: 7912 :fork_and_knife: 800 - A high-performance framework for building cloud APIs and web app backends. + * [:octocat: fastapi](https://github.com/tiangolo/fastapi) - :star: 18563 :fork_and_knife: 1223 - A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints. + * [:octocat: hug](https://github.com/hugapi/hug) - :star: 6287 :fork_and_knife: 360 - A Python 3 framework for cleanly exposing APIs. + * [:octocat: sandman2](https://github.com/jeffknupp/sandman2) - :star: 1537 :fork_and_knife: 173 - Automated REST APIs for existing database-driven systems. + * [:octocat: sanic](https://github.com/huge-success/sanic) - :star: 13966 :fork_and_knife: 1271 - A Python 3.6+ web server and web framework that's written to go fast. * [:earth_americas: vibora](https://vibora.io/) - Fast, efficient and asynchronous Web framework inspired by Flask. ## Robotics *Libraries for robotics.* -* [:octocat: PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics) - :star: 9513 :fork_and_knife: 3090 - This is a compilation of various robotics algorithms with visualizations. +* [:octocat: PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics) - :star: 9679 :fork_and_knife: 3148 - This is a compilation of various robotics algorithms with visualizations. * [:earth_americas: rospy](http://wiki.ros.org/rospy) - This is a library for ROS (Robot Operating System). ## RPC Servers *RPC-compatible servers.* -* [:octocat: zeroRPC](https://github.com/0rpc/zerorpc-python) - :star: 2637 :fork_and_knife: 342 - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/). -* [:octocat: RPyC](https://github.com/tomerfiliba/rpyc) (Remote Python Call) - :star: 876 :fork_and_knife: 182 - A transparent and symmetric RPC library for Python +* [:octocat: zeroRPC](https://github.com/0rpc/zerorpc-python) - :star: 2648 :fork_and_knife: 345 - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/). +* [:octocat: RPyC](https://github.com/tomerfiliba/rpyc) (Remote Python Call) - :star: 887 :fork_and_knife: 185 - A transparent and symmetric RPC library for Python ## Science *Libraries for scientific computing. Also see [Python-for-Scientists](https://github.com/TomNicholas/Python-for-Scientists).* * [:earth_americas: astropy](http://www.astropy.org/) - A community Python library for Astronomy. -* [:octocat: bcbio-nextgen](https://github.com/chapmanb/bcbio-nextgen) - :star: 749 :fork_and_knife: 328 - Providing best-practice pipelines for fully automated high throughput sequencing analysis. -* [:octocat: bccb](https://github.com/chapmanb/bcbb) - :star: 471 :fork_and_knife: 211 - Collection of useful code related to biological analysis. +* [:octocat: bcbio-nextgen](https://github.com/chapmanb/bcbio-nextgen) - :star: 755 :fork_and_knife: 329 - Providing best-practice pipelines for fully automated high throughput sequencing analysis. +* [:octocat: bccb](https://github.com/chapmanb/bcbb) - :star: 471 :fork_and_knife: 209 - Collection of useful code related to biological analysis. * [:earth_americas: Biopython](http://biopython.org/wiki/Main_Page) - Biopython is a set of freely available tools for biological computation. * [:earth_americas: cclib](http://cclib.github.io/) - A library for parsing and interpreting the results of computational chemistry packages. * [:earth_americas: Colour](http://colour-science.org/) - Implementing a comprehensive number of colour theory transformations and algorithms. -* [:octocat: Karate Club](https://github.com/benedekrozemberczki/karateclub) - :star: 828 :fork_and_knife: 84 - Unsupervised machine learning toolbox for graph structured data. +* [:octocat: Karate Club](https://github.com/benedekrozemberczki/karateclub) - :star: 860 :fork_and_knife: 90 - Unsupervised machine learning toolbox for graph structured data. * [:earth_americas: NetworkX](https://networkx.github.io/) - A high-productivity software for complex networks. * [:earth_americas: NIPY](http://nipy.org) - A collection of neuroimaging toolkits. * [:earth_americas: NumPy](http://www.numpy.org/) - A fundamental package for scientific computing with Python. * [:earth_americas: Open Babel](http://openbabel.org/wiki/Main_Page) - A chemical toolbox designed to speak the many languages of chemical data. * [:octocat: ObsPy](https://github.com/obspy/obspy/wiki/) - A Python toolbox for seismology. * [:earth_americas: PyDy](http://www.pydy.org/) - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion. -* [:octocat: PyMC](https://github.com/pymc-devs/pymc3) - :star: 5125 :fork_and_knife: 1246 - Markov Chain Monte Carlo sampling toolkit. +* [:octocat: PyMC](https://github.com/pymc-devs/pymc3) - :star: 5155 :fork_and_knife: 1252 - Markov Chain Monte Carlo sampling toolkit. * [:earth_americas: QuTiP](http://qutip.org/) - Quantum Toolbox in Python. * [:earth_americas: RDKit](http://www.rdkit.org/) - Cheminformatics and Machine Learning Software. * [:earth_americas: SciPy](https://www.scipy.org/) - A Python-based ecosystem of open-source software for mathematics, science, and engineering. -* [:octocat: statsmodels](https://github.com/statsmodels/statsmodels) - :star: 5288 :fork_and_knife: 1993 - Statistical modeling and econometrics in Python. -* [:octocat: SymPy](https://github.com/sympy/sympy) - :star: 7125 :fork_and_knife: 3055 - A Python library for symbolic mathematics. -* [:octocat: Zipline](https://github.com/quantopian/zipline) - :star: 11472 :fork_and_knife: 3332 - A Pythonic algorithmic trading library. +* [:octocat: statsmodels](https://github.com/statsmodels/statsmodels) - :star: 5352 :fork_and_knife: 2009 - Statistical modeling and econometrics in Python. +* [:octocat: SymPy](https://github.com/sympy/sympy) - :star: 7192 :fork_and_knife: 3075 - A Python library for symbolic mathematics. +* [:octocat: Zipline](https://github.com/quantopian/zipline) - :star: 11557 :fork_and_knife: 3352 - A Pythonic algorithmic trading library. * [:earth_americas: SimPy](https://bitbucket.org/simpy/simpy) - A process-based discrete-event simulation framework. ## Search @@ -1006,53 +1006,53 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries and software for indexing and performing search queries on data.* * [:earth_americas: elasticsearch-py](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/index.html) - The official low-level Python client for [Elasticsearch](https://www.elastic.co/products/elasticsearch). -* [:octocat: elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - :star: 2941 :fork_and_knife: 636 - The official high-level Python client for Elasticsearch. -* [:octocat: django-haystack](https://github.com/django-haystack/django-haystack) - :star: 3002 :fork_and_knife: 1205 - Modular search for Django. -* [:octocat: pysolr](https://github.com/django-haystack/pysolr) - :star: 553 :fork_and_knife: 301 - A lightweight Python wrapper for [Apache Solr](https://lucene.apache.org/solr/). +* [:octocat: elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - :star: 2960 :fork_and_knife: 640 - The official high-level Python client for Elasticsearch. +* [:octocat: django-haystack](https://github.com/django-haystack/django-haystack) - :star: 3011 :fork_and_knife: 1207 - Modular search for Django. +* [:octocat: pysolr](https://github.com/django-haystack/pysolr) - :star: 557 :fork_and_knife: 301 - A lightweight Python wrapper for [Apache Solr](https://lucene.apache.org/solr/). * [:earth_americas: whoosh](http://whoosh.readthedocs.io/en/latest/) - A fast, pure Python search engine library. ## Serialization *Libraries for serializing complex data types* -* [:octocat: marshmallow](https://github.com/marshmallow-code/marshmallow) - :star: 4814 :fork_and_knife: 504 - A lightweight library for converting complex objects to and from simple Python datatypes. -* [:octocat: pysimdjson](https://github.com/TkTech/pysimdjson) - :star: 273 :fork_and_knife: 20 - A Python bindings for [simdjson](https://github.com/lemire/simdjson). -* [:octocat: python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) - :star: 383 :fork_and_knife: 30 - A Python wrapper around [RapidJSON](https://github.com/Tencent/rapidjson). -* [:octocat: ultrajson](https://github.com/esnme/ultrajson) - :star: 2869 :fork_and_knife: 292 - A fast JSON decoder and encoder written in C with Python bindings. +* [:octocat: marshmallow](https://github.com/marshmallow-code/marshmallow) - :star: 4864 :fork_and_knife: 512 - A lightweight library for converting complex objects to and from simple Python datatypes. +* [:octocat: pysimdjson](https://github.com/TkTech/pysimdjson) - :star: 280 :fork_and_knife: 22 - A Python bindings for [simdjson](https://github.com/lemire/simdjson). +* [:octocat: python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) - :star: 385 :fork_and_knife: 31 - A Python wrapper around [RapidJSON](https://github.com/Tencent/rapidjson). +* [:octocat: ultrajson](https://github.com/esnme/ultrajson) - :star: 2893 :fork_and_knife: 293 - A fast JSON decoder and encoder written in C with Python bindings. ## Serverless Frameworks *Frameworks for developing serverless Python code.* -* [:octocat: python-lambda](https://github.com/nficano/python-lambda) - :star: 1145 :fork_and_knife: 201 - A toolkit for developing and deploying Python code in AWS Lambda. -* [:octocat: Zappa](https://github.com/Miserlou/Zappa) - :star: 10777 :fork_and_knife: 1177 - A tool for deploying WSGI applications on AWS Lambda and API Gateway. +* [:octocat: python-lambda](https://github.com/nficano/python-lambda) - :star: 1150 :fork_and_knife: 201 - A toolkit for developing and deploying Python code in AWS Lambda. +* [:octocat: Zappa](https://github.com/Miserlou/Zappa) - :star: 10863 :fork_and_knife: 1183 - A tool for deploying WSGI applications on AWS Lambda and API Gateway. ## Specific Formats Processing *Libraries for parsing and manipulating specific text formats.* * General - * [:octocat: tablib](https://github.com/jazzband/tablib) - :star: 3724 :fork_and_knife: 545 - A module for Tabular Datasets in XLS, CSV, JSON, YAML. + * [:octocat: tablib](https://github.com/jazzband/tablib) - :star: 3737 :fork_and_knife: 547 - A module for Tabular Datasets in XLS, CSV, JSON, YAML. * Office * [:earth_americas: openpyxl](https://openpyxl.readthedocs.io/en/stable/) - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files. - * [:octocat: pyexcel](https://github.com/pyexcel/pyexcel) - :star: 817 :fork_and_knife: 129 - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files. - * [:octocat: python-docx](https://github.com/python-openxml/python-docx) - :star: 2246 :fork_and_knife: 647 - Reads, queries and modifies Microsoft Word 2007/2008 docx files. - * [:octocat: python-pptx](https://github.com/scanny/python-pptx) - :star: 1079 :fork_and_knife: 277 - Python library for creating and updating PowerPoint (.pptx) files. - * [:octocat: unoconv](https://github.com/unoconv/unoconv) - :star: 1902 :fork_and_knife: 365 - Convert between any document format supported by LibreOffice/OpenOffice. - * [:octocat: XlsxWriter](https://github.com/jmcnamara/XlsxWriter) - :star: 2286 :fork_and_knife: 481 - A Python module for creating Excel .xlsx files. - * [:octocat: xlwings](https://github.com/ZoomerAnalytics/xlwings) - :star: 1741 :fork_and_knife: 332 - A BSD-licensed library that makes it easy to call Python from Excel and vice versa. - * [:octocat: xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - :star: 955 :fork_and_knife: 271 - Writing and reading data and formatting information from Excel files. + * [:octocat: pyexcel](https://github.com/pyexcel/pyexcel) - :star: 824 :fork_and_knife: 129 - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files. + * [:octocat: python-docx](https://github.com/python-openxml/python-docx) - :star: 2281 :fork_and_knife: 652 - Reads, queries and modifies Microsoft Word 2007/2008 docx files. + * [:octocat: python-pptx](https://github.com/scanny/python-pptx) - :star: 1090 :fork_and_knife: 282 - Python library for creating and updating PowerPoint (.pptx) files. + * [:octocat: unoconv](https://github.com/unoconv/unoconv) - :star: 1907 :fork_and_knife: 368 - Convert between any document format supported by LibreOffice/OpenOffice. + * [:octocat: XlsxWriter](https://github.com/jmcnamara/XlsxWriter) - :star: 2300 :fork_and_knife: 483 - A Python module for creating Excel .xlsx files. + * [:octocat: xlwings](https://github.com/ZoomerAnalytics/xlwings) - :star: 1753 :fork_and_knife: 334 - A BSD-licensed library that makes it easy to call Python from Excel and vice versa. + * [:octocat: xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - :star: 956 :fork_and_knife: 267 - Writing and reading data and formatting information from Excel files. * PDF - * [:octocat: PDFMiner](https://github.com/euske/pdfminer) - :star: 4299 :fork_and_knife: 1001 - A tool for extracting information from PDF documents. - * [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - :star: 3199 :fork_and_knife: 819 - A library capable of splitting, merging and transforming PDF pages. + * [:octocat: PDFMiner](https://github.com/euske/pdfminer) - :star: 4299 :fork_and_knife: 1004 - A tool for extracting information from PDF documents. + * [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - :star: 3228 :fork_and_knife: 833 - A library capable of splitting, merging and transforming PDF pages. * [:earth_americas: ReportLab](https://www.reportlab.com/opensource/) - Allowing Rapid creation of rich PDF documents. * Markdown - * [:octocat: Mistune](https://github.com/lepture/mistune) - :star: 1806 :fork_and_knife: 186 - Fastest and full featured pure Python parsers of Markdown. - * [:octocat: Python-Markdown](https://github.com/waylan/Python-Markdown) - :star: 2189 :fork_and_knife: 528 - A Python implementation of John Gruber’s Markdown. + * [:octocat: Mistune](https://github.com/lepture/mistune) - :star: 1820 :fork_and_knife: 187 - Fastest and full featured pure Python parsers of Markdown. + * [:octocat: Python-Markdown](https://github.com/waylan/Python-Markdown) - :star: 2205 :fork_and_knife: 527 - A Python implementation of John Gruber’s Markdown. * YAML * [:earth_americas: PyYAML](http://pyyaml.org/) - YAML implementations for Python. * CSV - * [:octocat: csvkit](https://github.com/wireservice/csvkit) - :star: 4291 :fork_and_knife: 528 - Utilities for converting to and working with CSV. + * [:octocat: csvkit](https://github.com/wireservice/csvkit) - :star: 4305 :fork_and_knife: 532 - Utilities for converting to and working with CSV. * Archive * [:octocat: unp](https://github.com/mitsuhiko/unp) - :star: 365 :fork_and_knife: 62 - A command line tool that can unpack archives easily. @@ -1060,31 +1060,31 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Static site generator is a software that takes some text + templates as input and produces HTML files on the output.* -* [:octocat: mkdocs](https://github.com/mkdocs/mkdocs/) - :star: 10349 :fork_and_knife: 1528 - Markdown friendly documentation generator. -* [:octocat: pelican](https://github.com/getpelican/pelican) - :star: 9733 :fork_and_knife: 1644 - Static site generator that supports Markdown and reST syntax. -* [:octocat: lektor](https://github.com/lektor/lektor) - :star: 3305 :fork_and_knife: 264 - An easy to use static CMS and blog engine. -* [:octocat: nikola](https://github.com/getnikola/nikola) - :star: 1922 :fork_and_knife: 378 - A static website and blog generator. +* [:octocat: mkdocs](https://github.com/mkdocs/mkdocs/) - :star: 10461 :fork_and_knife: 1541 - Markdown friendly documentation generator. +* [:octocat: pelican](https://github.com/getpelican/pelican) - :star: 9774 :fork_and_knife: 1649 - Static site generator that supports Markdown and reST syntax. +* [:octocat: lektor](https://github.com/lektor/lektor) - :star: 3316 :fork_and_knife: 265 - An easy to use static CMS and blog engine. +* [:octocat: nikola](https://github.com/getnikola/nikola) - :star: 1939 :fork_and_knife: 381 - A static website and blog generator. ## Tagging *Libraries for tagging items.* -* [:octocat: django-taggit](https://github.com/jazzband/django-taggit) - :star: 2423 :fork_and_knife: 539 - Simple tagging for Django. +* [:octocat: django-taggit](https://github.com/jazzband/django-taggit) - :star: 2431 :fork_and_knife: 541 - Simple tagging for Django. ## Task Queues *Libraries for working with task queues.* * [:earth_americas: celery](http://www.celeryproject.org/) - An asynchronous task queue/job queue based on distributed message passing. -* [:octocat: huey](https://github.com/coleifer/huey) - :star: 3041 :fork_and_knife: 278 - Little multi-threaded task queue. -* [:octocat: mrq](https://github.com/pricingassistant/mrq) - :star: 814 :fork_and_knife: 109 - A distributed worker task queue in Python using Redis & gevent. -* [:octocat: rq](https://github.com/rq/rq) - :star: 7101 :fork_and_knife: 1145 - Simple job queues for Python. +* [:octocat: huey](https://github.com/coleifer/huey) - :star: 3077 :fork_and_knife: 278 - Little multi-threaded task queue. +* [:octocat: mrq](https://github.com/pricingassistant/mrq) - :star: 815 :fork_and_knife: 109 - A distributed worker task queue in Python using Redis & gevent. +* [:octocat: rq](https://github.com/rq/rq) - :star: 7136 :fork_and_knife: 1149 - Simple job queues for Python. ## Template Engine *Libraries and tools for templating and lexing.* -* [:octocat: Jinja2](https://github.com/pallets/jinja) - :star: 7131 :fork_and_knife: 1316 - A modern and designer friendly templating language. +* [:octocat: Jinja2](https://github.com/pallets/jinja) - :star: 7172 :fork_and_knife: 1322 - A modern and designer friendly templating language. * [:earth_americas: Genshi](https://genshi.edgewall.org/) - Python templating toolkit for generation of web-aware output. * [:earth_americas: Mako](http://www.makotemplates.org/) - Hyperfast and lightweight templating for the Python platform. @@ -1094,39 +1094,39 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * Testing Frameworks * [:earth_americas: pytest](https://docs.pytest.org/en/latest/) - A mature full-featured Python testing tool. - * [:octocat: hypothesis](https://github.com/HypothesisWorks/hypothesis) - :star: 4439 :fork_and_knife: 406 - Hypothesis is an advanced Quickcheck style property based testing library. - * [:octocat: nose2](https://github.com/nose-devs/nose2) - :star: 638 :fork_and_knife: 130 - The successor to `nose`, based on `unittest2. - * [:octocat: Robot Framework](https://github.com/robotframework/robotframework) - :star: 4782 :fork_and_knife: 1441 - A generic test automation framework. + * [:octocat: hypothesis](https://github.com/HypothesisWorks/hypothesis) - :star: 4488 :fork_and_knife: 409 - Hypothesis is an advanced Quickcheck style property based testing library. + * [:octocat: nose2](https://github.com/nose-devs/nose2) - :star: 640 :fork_and_knife: 129 - The successor to `nose`, based on `unittest2. + * [:octocat: Robot Framework](https://github.com/robotframework/robotframework) - :star: 4831 :fork_and_knife: 1456 - A generic test automation framework. * [:earth_americas: unittest](https://docs.python.org/3/library/unittest.html) - (Python standard library) Unit testing framework. * Test Runners - * [:octocat: green](https://github.com/CleanCut/green) - :star: 652 :fork_and_knife: 71 - A clean, colorful test runner. + * [:octocat: green](https://github.com/CleanCut/green) - :star: 653 :fork_and_knife: 71 - A clean, colorful test runner. * [:earth_americas: mamba](http://nestorsalceda.github.io/mamba/) - The definitive testing tool for Python. Born under the banner of BDD. * [:earth_americas: tox](https://tox.readthedocs.io/en/latest/) - Auto builds and tests distributions in multiple Python versions * GUI / Web Testing - * [:octocat: locust](https://github.com/locustio/locust) - :star: 13260 :fork_and_knife: 1857 - Scalable user load testing tool written in Python. - * [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - :star: 4031 :fork_and_knife: 563 - PyAutoGUI is a cross-platform GUI automation Python module for human beings. + * [:octocat: locust](https://github.com/locustio/locust) - :star: 13388 :fork_and_knife: 1876 - Scalable user load testing tool written in Python. + * [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - :star: 4095 :fork_and_knife: 568 - PyAutoGUI is a cross-platform GUI automation Python module for human beings. * [:earth_americas: Selenium](https://pypi.org/project/selenium/) - Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver. - * [:octocat: sixpack](https://github.com/seatgeek/sixpack) - :star: 1638 :fork_and_knife: 188 - A language-agnostic A/B Testing framework. - * [:octocat: splinter](https://github.com/cobrateam/splinter) - :star: 2234 :fork_and_knife: 466 - Open source tool for testing web applications. + * [:octocat: sixpack](https://github.com/seatgeek/sixpack) - :star: 1640 :fork_and_knife: 188 - A language-agnostic A/B Testing framework. + * [:octocat: splinter](https://github.com/cobrateam/splinter) - :star: 2241 :fork_and_knife: 468 - Open source tool for testing web applications. * Mock * [:earth_americas: mock](https://docs.python.org/3/library/unittest.mock.html) - (Python standard library) A mocking and patching library. * [:earth_americas: doublex](https://pypi.org/project/doublex/) - Powerful test doubles framework for Python. - * [:octocat: freezegun](https://github.com/spulec/freezegun) - :star: 2470 :fork_and_knife: 185 - Travel through time by mocking the datetime module. + * [:octocat: freezegun](https://github.com/spulec/freezegun) - :star: 2496 :fork_and_knife: 186 - Travel through time by mocking the datetime module. * [:octocat: httmock](https://github.com/patrys/httmock) - :star: 406 :fork_and_knife: 48 - A mocking library for requests for Python 2.6+ and 3.2+. - * [:octocat: httpretty](https://github.com/gabrielfalcao/HTTPretty) - :star: 1800 :fork_and_knife: 243 - HTTP request mock tool for Python. - * [:octocat: mocket](https://github.com/mindflayer/python-mocket) - :star: 185 :fork_and_knife: 28 - A socket mock framework with gevent/asyncio/SSL support. - * [:octocat: responses](https://github.com/getsentry/responses) - :star: 2820 :fork_and_knife: 236 - A utility library for mocking out the requests Python library. - * [:octocat: VCR.py](https://github.com/kevin1024/vcrpy) - :star: 1730 :fork_and_knife: 244 - Record and replay HTTP interactions on your tests. + * [:octocat: httpretty](https://github.com/gabrielfalcao/HTTPretty) - :star: 1803 :fork_and_knife: 241 - HTTP request mock tool for Python. + * [:octocat: mocket](https://github.com/mindflayer/python-mocket) - :star: 190 :fork_and_knife: 28 - A socket mock framework with gevent/asyncio/SSL support. + * [:octocat: responses](https://github.com/getsentry/responses) - :star: 2842 :fork_and_knife: 238 - A utility library for mocking out the requests Python library. + * [:octocat: VCR.py](https://github.com/kevin1024/vcrpy) - :star: 1739 :fork_and_knife: 248 - Record and replay HTTP interactions on your tests. * Object Factories - * [:octocat: factory_boy](https://github.com/FactoryBoy/factory_boy) - :star: 2206 :fork_and_knife: 287 - A test fixtures replacement for Python. - * [:octocat: mixer](https://github.com/klen/mixer) - :star: 694 :fork_and_knife: 70 - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc. - * [:octocat: model_mommy](https://github.com/vandersonmota/model_mommy) - :star: 938 :fork_and_knife: 159 - Creating random fixtures for testing in Django. + * [:octocat: factory_boy](https://github.com/FactoryBoy/factory_boy) - :star: 2223 :fork_and_knife: 288 - A test fixtures replacement for Python. + * [:octocat: mixer](https://github.com/klen/mixer) - :star: 697 :fork_and_knife: 70 - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc. + * [:octocat: model_mommy](https://github.com/vandersonmota/model_mommy) - :star: 939 :fork_and_knife: 159 - Creating random fixtures for testing in Django. * Code Coverage * [:earth_americas: coverage](https://pypi.org/project/coverage/) - Code coverage measurement. * Fake Data - * [:octocat: mimesis](https://github.com/lk-geimfari/mimesis) - :star: 2894 :fork_and_knife: 250 - is a Python library that help you generate fake data. - * [:octocat: fake2db](https://github.com/emirozer/fake2db) - :star: 2018 :fork_and_knife: 112 - Fake database generator. - * [:octocat: faker](https://github.com/joke2k/faker) - :star: 10119 :fork_and_knife: 1182 - A Python package that generates fake data. + * [:octocat: mimesis](https://github.com/lk-geimfari/mimesis) - :star: 2915 :fork_and_knife: 251 - is a Python library that help you generate fake data. + * [:octocat: fake2db](https://github.com/emirozer/fake2db) - :star: 2017 :fork_and_knife: 112 - Fake database generator. + * [:octocat: faker](https://github.com/joke2k/faker) - :star: 10229 :fork_and_knife: 1200 - A Python package that generates fake data. * [:earth_americas: radar](https://pypi.org/project/radar/) - Generate random datetime / time. ## Text Processing @@ -1134,99 +1134,99 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for parsing and manipulating plain texts.* * General - * [:octocat: chardet](https://github.com/chardet/chardet) - :star: 1334 :fork_and_knife: 187 - Python 2/3 compatible character encoding detector. + * [:octocat: chardet](https://github.com/chardet/chardet) - :star: 1338 :fork_and_knife: 193 - Python 2/3 compatible character encoding detector. * [:earth_americas: difflib](https://docs.python.org/3/library/difflib.html) - (Python standard library) Helpers for computing deltas. - * [:octocat: ftfy](https://github.com/LuminosoInsight/python-ftfy) - :star: 2715 :fork_and_knife: 94 - Makes Unicode text less broken and more consistent automagically. - * [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - :star: 7073 :fork_and_knife: 758 - Fuzzy String Matching. - * [:octocat: Levenshtein](https://github.com/ztane/python-Levenshtein/) - :star: 827 :fork_and_knife: 117 - Fast computation of Levenshtein distance and string similarity. - * [:octocat: pangu.py](https://github.com/vinta/pangu.py) - :star: 147 :fork_and_knife: 21 - Paranoid text spacing. - * [:octocat: pyfiglet](https://github.com/pwaller/pyfiglet) - :star: 662 :fork_and_knife: 71 - An implementation of figlet written in Python. - * [:octocat: pypinyin](https://github.com/mozillazg/python-pinyin) - :star: 2682 :fork_and_knife: 433 - Convert Chinese hanzi (漢字) to pinyin (拼音). - * [:octocat: textdistance](https://github.com/orsinium/textdistance) - :star: 1714 :fork_and_knife: 153 - Compute distance between sequences with 30+ algorithms. + * [:octocat: ftfy](https://github.com/LuminosoInsight/python-ftfy) - :star: 2734 :fork_and_knife: 97 - Makes Unicode text less broken and more consistent automagically. + * [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - :star: 7117 :fork_and_knife: 767 - Fuzzy String Matching. + * [:octocat: Levenshtein](https://github.com/ztane/python-Levenshtein/) - :star: 835 :fork_and_knife: 117 - Fast computation of Levenshtein distance and string similarity. + * [:octocat: pangu.py](https://github.com/vinta/pangu.py) - :star: 148 :fork_and_knife: 21 - Paranoid text spacing. + * [:octocat: pyfiglet](https://github.com/pwaller/pyfiglet) - :star: 663 :fork_and_knife: 72 - An implementation of figlet written in Python. + * [:octocat: pypinyin](https://github.com/mozillazg/python-pinyin) - :star: 2733 :fork_and_knife: 440 - Convert Chinese hanzi (漢字) to pinyin (拼音). + * [:octocat: textdistance](https://github.com/orsinium/textdistance) - :star: 1735 :fork_and_knife: 154 - Compute distance between sequences with 30+ algorithms. * [:earth_americas: unidecode](https://pypi.org/project/Unidecode/) - ASCII transliterations of Unicode text. * Slugify - * [:octocat: awesome-slugify](https://github.com/dimka665/awesome-slugify) - :star: 446 :fork_and_knife: 37 - A Python slugify library that can preserve unicode. - * [:octocat: python-slugify](https://github.com/un33k/python-slugify) - :star: 870 :fork_and_knife: 77 - A Python slugify library that translates unicode to ASCII. - * [:octocat: unicode-slugify](https://github.com/mozilla/unicode-slugify) - :star: 294 :fork_and_knife: 54 - A slugifier that generates unicode slugs with Django as a dependency. + * [:octocat: awesome-slugify](https://github.com/dimka665/awesome-slugify) - :star: 447 :fork_and_knife: 37 - A Python slugify library that can preserve unicode. + * [:octocat: python-slugify](https://github.com/un33k/python-slugify) - :star: 876 :fork_and_knife: 77 - A Python slugify library that translates unicode to ASCII. + * [:octocat: unicode-slugify](https://github.com/mozilla/unicode-slugify) - :star: 293 :fork_and_knife: 54 - A slugifier that generates unicode slugs with Django as a dependency. * Unique identifiers - * [:octocat: hashids](https://github.com/davidaurelio/hashids-python) - :star: 1091 :fork_and_knife: 82 - Implementation of [hashids](http://hashids.org) in Python. - * [:octocat: shortuuid](https://github.com/skorokithakis/shortuuid) - :star: 1294 :fork_and_knife: 83 - A generator library for concise, unambiguous and URL-safe UUIDs. + * [:octocat: hashids](https://github.com/davidaurelio/hashids-python) - :star: 1095 :fork_and_knife: 82 - Implementation of [hashids](http://hashids.org) in Python. + * [:octocat: shortuuid](https://github.com/skorokithakis/shortuuid) - :star: 1307 :fork_and_knife: 83 - A generator library for concise, unambiguous and URL-safe UUIDs. * Parser - * [:octocat: ply](https://github.com/dabeaz/ply) - :star: 1684 :fork_and_knife: 291 - Implementation of lex and yacc parsing tools for Python. + * [:octocat: ply](https://github.com/dabeaz/ply) - :star: 1694 :fork_and_knife: 293 - Implementation of lex and yacc parsing tools for Python. * [:earth_americas: pygments](http://pygments.org/) - A generic syntax highlighter. - * [:octocat: pyparsing](https://github.com/pyparsing/pyparsing) - :star: 772 :fork_and_knife: 128 - A general purpose framework for generating parsers. - * [:octocat: python-nameparser](https://github.com/derek73/python-nameparser) - :star: 415 :fork_and_knife: 72 - Parsing human names into their individual components. - * [:octocat: python-phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - :star: 2490 :fork_and_knife: 305 - Parsing, formatting, storing and validating international phone numbers. - * [:octocat: python-user-agents](https://github.com/selwin/python-user-agents) - :star: 1041 :fork_and_knife: 175 - Browser user agent parser. - * [:octocat: sqlparse](https://github.com/andialbrecht/sqlparse) - :star: 2100 :fork_and_knife: 439 - A non-validating SQL parser. + * [:octocat: pyparsing](https://github.com/pyparsing/pyparsing) - :star: 810 :fork_and_knife: 133 - A general purpose framework for generating parsers. + * [:octocat: python-nameparser](https://github.com/derek73/python-nameparser) - :star: 418 :fork_and_knife: 73 - Parsing human names into their individual components. + * [:octocat: python-phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - :star: 2505 :fork_and_knife: 308 - Parsing, formatting, storing and validating international phone numbers. + * [:octocat: python-user-agents](https://github.com/selwin/python-user-agents) - :star: 1046 :fork_and_knife: 173 - Browser user agent parser. + * [:octocat: sqlparse](https://github.com/andialbrecht/sqlparse) - :star: 2116 :fork_and_knife: 441 - A non-validating SQL parser. ## Third-party APIs *Libraries for accessing third party services APIs. Also see [List of Python API Wrappers and Libraries](https://github.com/realpython/list-of-python-api-wrappers).* * [:earth_americas: apache-libcloud](https://libcloud.apache.org/) - One Python library for all clouds. -* [:octocat: boto3](https://github.com/boto/boto3) - :star: 5569 :fork_and_knife: 1194 - Python interface to Amazon Web Services. -* [:octocat: django-wordpress](https://github.com/istrategylabs/django-wordpress) - :star: 312 :fork_and_knife: 82 - WordPress models and views for Django. -* [:octocat: facebook-sdk](https://github.com/mobolic/facebook-sdk) - :star: 2521 :fork_and_knife: 922 - Facebook Platform Python SDK. -* [:octocat: google-api-python-client](https://github.com/google/google-api-python-client) - :star: 3829 :fork_and_knife: 1647 - Google APIs Client Library for Python. -* [:octocat: gspread](https://github.com/burnash/gspread) - :star: 4787 :fork_and_knife: 732 - Google Spreadsheets Python API. -* [:octocat: twython](https://github.com/ryanmcgrath/twython) - :star: 1723 :fork_and_knife: 396 - A Python wrapper for the Twitter API. +* [:octocat: boto3](https://github.com/boto/boto3) - :star: 5623 :fork_and_knife: 1205 - Python interface to Amazon Web Services. +* [:octocat: django-wordpress](https://github.com/istrategylabs/django-wordpress) - :star: 313 :fork_and_knife: 83 - WordPress models and views for Django. +* [:octocat: facebook-sdk](https://github.com/mobolic/facebook-sdk) - :star: 2528 :fork_and_knife: 923 - Facebook Platform Python SDK. +* [:octocat: google-api-python-client](https://github.com/google/google-api-python-client) - :star: 3883 :fork_and_knife: 1667 - Google APIs Client Library for Python. +* [:octocat: gspread](https://github.com/burnash/gspread) - :star: 4826 :fork_and_knife: 734 - Google Spreadsheets Python API. +* [:octocat: twython](https://github.com/ryanmcgrath/twython) - :star: 1729 :fork_and_knife: 397 - A Python wrapper for the Twitter API. ## URL Manipulation *Libraries for parsing URLs.* -* [:octocat: furl](https://github.com/gruns/furl) - :star: 1838 :fork_and_knife: 112 - A small Python library that makes parsing and manipulating URLs easy. +* [:octocat: furl](https://github.com/gruns/furl) - :star: 1842 :fork_and_knife: 113 - A small Python library that makes parsing and manipulating URLs easy. * [:octocat: purl](https://github.com/codeinthehole/purl) - :star: 246 :fork_and_knife: 32 - A simple, immutable URL class with a clean API for interrogation and manipulation. -* [:octocat: pyshorteners](https://github.com/ellisonleao/pyshorteners) - :star: 259 :fork_and_knife: 48 - A pure Python URL shortening lib. -* [:octocat: webargs](https://github.com/marshmallow-code/webargs) - :star: 1041 :fork_and_knife: 138 - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks. +* [:octocat: pyshorteners](https://github.com/ellisonleao/pyshorteners) - :star: 260 :fork_and_knife: 49 - A pure Python URL shortening lib. +* [:octocat: webargs](https://github.com/marshmallow-code/webargs) - :star: 1046 :fork_and_knife: 139 - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks. ## Video *Libraries for manipulating video and GIFs.* -* [:octocat: vidgear](https://github.com/abhiTronix/vidgear) - :star: 1287 :fork_and_knife: 97 - Most Powerful multi-threaded Video Processing framework. +* [:octocat: vidgear](https://github.com/abhiTronix/vidgear) - :star: 1307 :fork_and_knife: 98 - Most Powerful multi-threaded Video Processing framework. * [:earth_americas: moviepy](https://zulko.github.io/moviepy/) - A module for script-based movie editing with many formats, including animated GIFs. -* [:octocat: scikit-video](https://github.com/aizvorski/scikit-video) - :star: 99 :fork_and_knife: 23 - Video processing routines for SciPy. +* [:octocat: scikit-video](https://github.com/aizvorski/scikit-video) - :star: 100 :fork_and_knife: 23 - Video processing routines for SciPy. ## Web Asset Management *Tools for managing, compressing and minifying website assets.* -* [:octocat: django-compressor](https://github.com/django-compressor/django-compressor) - :star: 2343 :fork_and_knife: 556 - Compresses linked and inline JavaScript or CSS into a single cached file. -* [:octocat: django-pipeline](https://github.com/jazzband/django-pipeline) - :star: 1371 :fork_and_knife: 343 - An asset packaging library for Django. -* [:octocat: django-storages](https://github.com/jschneier/django-storages) - :star: 1625 :fork_and_knife: 636 - A collection of custom storage back ends for Django. +* [:octocat: django-compressor](https://github.com/django-compressor/django-compressor) - :star: 2348 :fork_and_knife: 558 - Compresses linked and inline JavaScript or CSS into a single cached file. +* [:octocat: django-pipeline](https://github.com/jazzband/django-pipeline) - :star: 1372 :fork_and_knife: 342 - An asset packaging library for Django. +* [:octocat: django-storages](https://github.com/jschneier/django-storages) - :star: 1644 :fork_and_knife: 641 - A collection of custom storage back ends for Django. * [:earth_americas: fanstatic](http://www.fanstatic.org/en/latest/) - Packages, optimizes, and serves static file dependencies as Python packages. * [:earth_americas: fileconveyor](http://wimleers.com/fileconveyor) - A daemon to detect and sync files to CDNs, S3 and FTP. * [:octocat: flask-assets](https://github.com/miracle2k/flask-assets) - :star: 400 :fork_and_knife: 88 - Helps you integrate webassets into your Flask app. -* [:octocat: webassets](https://github.com/miracle2k/webassets) - :star: 883 :fork_and_knife: 252 - Bundles, optimizes, and manages unique cache-busting URLs for static resources. +* [:octocat: webassets](https://github.com/miracle2k/webassets) - :star: 884 :fork_and_knife: 253 - Bundles, optimizes, and manages unique cache-busting URLs for static resources. ## Web Content Extracting *Libraries for extracting web contents.* -* [:octocat: html2text](https://github.com/Alir3z4/html2text) - :star: 948 :fork_and_knife: 171 - Convert HTML to Markdown-formatted text. +* [:octocat: html2text](https://github.com/Alir3z4/html2text) - :star: 955 :fork_and_knife: 171 - Convert HTML to Markdown-formatted text. * [:octocat: lassie](https://github.com/michaelhelmick/lassie) - :star: 502 :fork_and_knife: 39 - Web Content Retrieval for Humans. * [:octocat: micawber](https://github.com/coleifer/micawber) - :star: 496 :fork_and_knife: 73 - A small library for extracting rich content from URLs. -* [:octocat: newspaper](https://github.com/codelucas/newspaper) - :star: 9798 :fork_and_knife: 1624 - News extraction, article extraction and content curation in Python. -* [:octocat: python-readability](https://github.com/buriy/python-readability) - :star: 1831 :fork_and_knife: 310 - Fast Python port of arc90's readability tool. -* [:octocat: requests-html](https://github.com/psf/requests-html) - :star: 11013 :fork_and_knife: 714 - Pythonic HTML Parsing for Humans. -* [:octocat: sumy](https://github.com/miso-belica/sumy) - :star: 2310 :fork_and_knife: 420 - A module for automatic summarization of text documents and HTML pages. -* [:octocat: textract](https://github.com/deanmalmgren/textract) - :star: 2834 :fork_and_knife: 400 - Extract text from any document, Word, PowerPoint, PDFs, etc. -* [:octocat: toapi](https://github.com/gaojiuli/toapi) - :star: 3023 :fork_and_knife: 212 - Every web site provides APIs. +* [:octocat: newspaper](https://github.com/codelucas/newspaper) - :star: 9862 :fork_and_knife: 1633 - News extraction, article extraction and content curation in Python. +* [:octocat: python-readability](https://github.com/buriy/python-readability) - :star: 1842 :fork_and_knife: 311 - Fast Python port of arc90's readability tool. +* [:octocat: requests-html](https://github.com/psf/requests-html) - :star: 11052 :fork_and_knife: 715 - Pythonic HTML Parsing for Humans. +* [:octocat: sumy](https://github.com/miso-belica/sumy) - :star: 2330 :fork_and_knife: 422 - A module for automatic summarization of text documents and HTML pages. +* [:octocat: textract](https://github.com/deanmalmgren/textract) - :star: 2845 :fork_and_knife: 400 - Extract text from any document, Word, PowerPoint, PDFs, etc. +* [:octocat: toapi](https://github.com/gaojiuli/toapi) - :star: 3032 :fork_and_knife: 214 - Every web site provides APIs. ## Web Crawling *Libraries to automate web scraping.* -* [:octocat: cola](https://github.com/chineking/cola) - :star: 1370 :fork_and_knife: 542 - A distributed crawling framework. +* [:octocat: cola](https://github.com/chineking/cola) - :star: 1372 :fork_and_knife: 543 - A distributed crawling framework. * [:earth_americas: feedparser](https://pythonhosted.org/feedparser/) - Universal feed parser. -* [:octocat: grab](https://github.com/lorien/grab) - :star: 1945 :fork_and_knife: 244 - Site scraping framework. -* [:octocat: MechanicalSoup](https://github.com/MechanicalSoup/MechanicalSoup) - :star: 3506 :fork_and_knife: 311 - A Python library for automating interaction with websites. -* [:octocat: pyspider](https://github.com/binux/pyspider) - :star: 14417 :fork_and_knife: 3500 - A powerful spider system. -* [:octocat: robobrowser](https://github.com/jmcarp/robobrowser) - :star: 3458 :fork_and_knife: 317 - A simple, Pythonic library for browsing the web without a standalone web browser. +* [:octocat: grab](https://github.com/lorien/grab) - :star: 1948 :fork_and_knife: 244 - Site scraping framework. +* [:octocat: MechanicalSoup](https://github.com/MechanicalSoup/MechanicalSoup) - :star: 3512 :fork_and_knife: 311 - A Python library for automating interaction with websites. +* [:octocat: pyspider](https://github.com/binux/pyspider) - :star: 14454 :fork_and_knife: 3510 - A powerful spider system. +* [:octocat: robobrowser](https://github.com/jmcarp/robobrowser) - :star: 3461 :fork_and_knife: 318 - A simple, Pythonic library for browsing the web without a standalone web browser. * [:earth_americas: scrapy](https://scrapy.org/) - A fast high-level screen scraping and web crawling framework. -* [:octocat: portia](https://github.com/scrapinghub/portia) - :star: 7798 :fork_and_knife: 1261 - Visual scraping for Scrapy. +* [:octocat: portia](https://github.com/scrapinghub/portia) - :star: 7826 :fork_and_knife: 1265 - Visual scraping for Scrapy. ## Web Frameworks @@ -1234,13 +1234,13 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * Synchronous * [:earth_americas: Django](https://www.djangoproject.com/) - The most popular web framework in Python. - * [:octocat: awesome-django](https://github.com/wsvincent/awesome-django) - :star: 2312 :fork_and_knife: 456 - * [:octocat: awesome-django](https://github.com/shahraizali/awesome-django) - :star: 385 :fork_and_knife: 72 + * [:octocat: awesome-django](https://github.com/wsvincent/awesome-django) - :star: 2418 :fork_and_knife: 466 + * [:octocat: awesome-django](https://github.com/shahraizali/awesome-django) - :star: 400 :fork_and_knife: 73 * [:earth_americas: Flask](http://flask.pocoo.org/) - A microframework for Python. - * [:octocat: awesome-flask](https://github.com/humiaozuzu/awesome-flask) - :star: 8927 :fork_and_knife: 1343 + * [:octocat: awesome-flask](https://github.com/humiaozuzu/awesome-flask) - :star: 8985 :fork_and_knife: 1346 * [:earth_americas: Pyramid](https://pylonsproject.org/) - A small, fast, down-to-earth, open source Python web framework. * [:octocat: awesome-pyramid](https://github.com/uralbash/awesome-pyramid) - :star: 488 :fork_and_knife: 54 - * [:octocat: Masonite](https://github.com/MasoniteFramework/masonite) - :star: 1415 :fork_and_knife: 88 - The modern and developer centric Python web framework. + * [:octocat: Masonite](https://github.com/MasoniteFramework/masonite) - :star: 1426 :fork_and_knife: 88 - The modern and developer centric Python web framework. * Asynchronous * [:earth_americas: Tornado](http://www.tornadoweb.org/en/latest/) - A web framework and asynchronous networking library. @@ -1248,19 +1248,19 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with WebSocket.* -* [:octocat: autobahn-python](https://github.com/crossbario/autobahn-python) - :star: 2184 :fork_and_knife: 618 - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). -* [:octocat: channels](https://github.com/django/channels) - :star: 4449 :fork_and_knife: 605 - Developer-friendly asynchrony for Django. -* [:octocat: websockets](https://github.com/aaugustin/websockets) - :star: 2778 :fork_and_knife: 323 - A library for building WebSocket servers and clients with a focus on correctness and simplicity. +* [:octocat: autobahn-python](https://github.com/crossbario/autobahn-python) - :star: 2191 :fork_and_knife: 618 - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). +* [:octocat: channels](https://github.com/django/channels) - :star: 4486 :fork_and_knife: 612 - Developer-friendly asynchrony for Django. +* [:octocat: websockets](https://github.com/aaugustin/websockets) - :star: 2808 :fork_and_knife: 329 - A library for building WebSocket servers and clients with a focus on correctness and simplicity. ## WSGI Servers *WSGI-compatible web servers.* -* [:octocat: bjoern](https://github.com/jonashaag/bjoern) - :star: 2367 :fork_and_knife: 173 - Asynchronous, very fast and written in C. -* [:octocat: gunicorn](https://github.com/benoitc/gunicorn) - :star: 6957 :fork_and_knife: 1300 - Pre-forked, partly written in C. +* [:octocat: bjoern](https://github.com/jonashaag/bjoern) - :star: 2382 :fork_and_knife: 174 - Asynchronous, very fast and written in C. +* [:octocat: gunicorn](https://github.com/benoitc/gunicorn) - :star: 7011 :fork_and_knife: 1312 - Pre-forked, partly written in C. * [:earth_americas: uWSGI](https://uwsgi-docs.readthedocs.io/en/latest/) - A project aims at developing a full stack for building hosting services, written in C. -* [:octocat: waitress](https://github.com/Pylons/waitress) - :star: 782 :fork_and_knife: 110 - Multi-threaded, powers Pyramid. -* [:octocat: werkzeug](https://github.com/pallets/werkzeug) - :star: 5361 :fork_and_knife: 1463 - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects. +* [:octocat: waitress](https://github.com/Pylons/waitress) - :star: 791 :fork_and_knife: 114 - Multi-threaded, powers Pyramid. +* [:octocat: werkzeug](https://github.com/pallets/werkzeug) - :star: 5390 :fork_and_knife: 1470 - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects. # Resources From 5c5d64e8c7f308cce9bcf6b2fb1910e7d91627d6 Mon Sep 17 00:00:00 2001 From: trananhkma Date: Fri, 7 Aug 2020 10:03:23 +0700 Subject: [PATCH 8/8] "update 2020-08-07T10:03:23.534933" --- README.md | 900 +++++++++++++++++++++++++++--------------------------- 1 file changed, 450 insertions(+), 450 deletions(-) diff --git a/README.md b/README.md index fa56fbd..1dfb0de 100644 --- a/README.md +++ b/README.md @@ -105,42 +105,42 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for administrative interfaces.* -* [:octocat: ajenti](https://github.com/ajenti/ajenti) - :star: 6066 :fork_and_knife: 740 - The admin panel your servers deserve. +* [:octocat: ajenti](https://github.com/ajenti/ajenti) - :star: 6077 :fork_and_knife: 740 - The admin panel your servers deserve. * [:earth_americas: django-grappelli](https://grappelliproject.com/) - A jazzy skin for the Django Admin-Interface. -* [:octocat: django-jet](https://github.com/geex-arts/django-jet) - :star: 2794 :fork_and_knife: 613 - Modern responsive template for the Django admin interface with improved functionality. +* [:octocat: django-jet](https://github.com/geex-arts/django-jet) - :star: 2808 :fork_and_knife: 618 - Modern responsive template for the Django admin interface with improved functionality. * [:earth_americas: django-suit](https://djangosuit.com/) - Alternative Django Admin-Interface (free only for Non-commercial use). -* [:octocat: django-xadmin](https://github.com/sshwsfc/xadmin) - :star: 4415 :fork_and_knife: 1368 - Drop-in replacement of Django admin comes with lots of goodies. -* [:octocat: jet-bridge](https://github.com/jet-admin/jet-bridge) - :star: 745 :fork_and_knife: 66 - Admin panel framework for any application with nice UI (ex Jet Django) -* [:octocat: flask-admin](https://github.com/flask-admin/flask-admin) - :star: 4327 :fork_and_knife: 1236 - Simple and extensible administrative interface framework for Flask. -* [:octocat: flower](https://github.com/mher/flower) - :star: 4348 :fork_and_knife: 759 - Real-time monitor and web admin for Celery. -* [:octocat: wooey](https://github.com/wooey/wooey) - :star: 1453 :fork_and_knife: 165 - A Django app which creates automatic web UIs for Python scripts. +* [:octocat: django-xadmin](https://github.com/sshwsfc/xadmin) - :star: 4424 :fork_and_knife: 1368 - Drop-in replacement of Django admin comes with lots of goodies. +* [:octocat: jet-bridge](https://github.com/jet-admin/jet-bridge) - :star: 750 :fork_and_knife: 66 - Admin panel framework for any application with nice UI (ex Jet Django) +* [:octocat: flask-admin](https://github.com/flask-admin/flask-admin) - :star: 4339 :fork_and_knife: 1244 - Simple and extensible administrative interface framework for Flask. +* [:octocat: flower](https://github.com/mher/flower) - :star: 4361 :fork_and_knife: 761 - Real-time monitor and web admin for Celery. +* [:octocat: wooey](https://github.com/wooey/wooey) - :star: 1455 :fork_and_knife: 165 - A Django app which creates automatic web UIs for Python scripts. ## Algorithms and Design Patterns *Python implementation of data structures, algorithms and design patterns.* * Algorithms - * [:octocat: TheAlgorithms](https://github.com/TheAlgorithms/Python) - :star: 80056 :fork_and_knife: 24027 - All Algorithms implemented in Python. - * [:octocat: algorithms](https://github.com/keon/algorithms) - :star: 17587 :fork_and_knife: 3552 - Minimal examples of data structures and algorithms. - * [:octocat: python-ds](https://github.com/prabhupant/python-ds) - :star: 1008 :fork_and_knife: 342 - A collection of data structure and algorithms for coding interviews. - * [:octocat: sortedcontainers](https://github.com/grantjenks/python-sortedcontainers) - :star: 1788 :fork_and_knife: 113 - Fast and pure-Python implementation of sorted collections. + * [:octocat: TheAlgorithms](https://github.com/TheAlgorithms/Python) - :star: 81467 :fork_and_knife: 24232 - All Algorithms implemented in Python. + * [:octocat: algorithms](https://github.com/keon/algorithms) - :star: 17635 :fork_and_knife: 3557 - Minimal examples of data structures and algorithms. + * [:octocat: python-ds](https://github.com/prabhupant/python-ds) - :star: 1025 :fork_and_knife: 349 - A collection of data structure and algorithms for coding interviews. + * [:octocat: sortedcontainers](https://github.com/grantjenks/python-sortedcontainers) - :star: 1800 :fork_and_knife: 112 - Fast and pure-Python implementation of sorted collections. * Design Patterns - * [:octocat: PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - :star: 1017 :fork_and_knife: 97 - A simple yet effective library for implementing common design patterns. - * [:octocat: python-patterns](https://github.com/faif/python-patterns) - :star: 25289 :fork_and_knife: 5348 - A collection of design patterns in Python. - * [:octocat: transitions](https://github.com/pytransitions/transitions) - :star: 3074 :fork_and_knife: 389 - A lightweight, object-oriented finite state machine implementation. + * [:octocat: PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - :star: 1025 :fork_and_knife: 99 - A simple yet effective library for implementing common design patterns. + * [:octocat: python-patterns](https://github.com/faif/python-patterns) - :star: 25419 :fork_and_knife: 5357 - A collection of design patterns in Python. + * [:octocat: transitions](https://github.com/pytransitions/transitions) - :star: 3085 :fork_and_knife: 390 - A lightweight, object-oriented finite state machine implementation. ## ASGI Servers *[ASGI](https://asgi.readthedocs.io/en/latest/)-compatible web servers.* -* [:octocat: uvicorn](https://github.com/encode/uvicorn) - :star: 2877 :fork_and_knife: 204 - A lightning-fast ASGI server implementation, using uvloop and httptools. -* [:octocat: daphne](https://github.com/django/daphne) - :star: 1310 :fork_and_knife: 169 - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP. +* [:octocat: uvicorn](https://github.com/encode/uvicorn) - :star: 2926 :fork_and_knife: 214 - A lightning-fast ASGI server implementation, using uvloop and httptools. +* [:octocat: daphne](https://github.com/django/daphne) - :star: 1321 :fork_and_knife: 169 - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP. ## Asynchronous Programming * [:earth_americas: asyncio](https://docs.python.org/3/library/asyncio.html) - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks. - [awesome-asyncio](https://github.com/timofurrer/awesome-asyncio) -* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 7046 :fork_and_knife: 413 - Ultra fast asyncio event loop. +* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 7077 :fork_and_knife: 416 - Ultra fast asyncio event loop. * [:earth_americas: Twisted](https://twistedmatrix.com/trac/) - An event-driven networking engine. ## Audio @@ -148,34 +148,34 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for manipulating audio and its metadata.* * Audio - * [:octocat: audioread](https://github.com/beetbox/audioread) - :star: 334 :fork_and_knife: 79 - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. - * [:octocat: dejavu](https://github.com/worldveil/dejavu) - :star: 5056 :fork_and_knife: 1180 - Audio fingerprinting and recognition. - * [:octocat: matchering](https://github.com/sergree/matchering) - :star: 234 :fork_and_knife: 39 - A library for automated reference audio mastering. + * [:octocat: audioread](https://github.com/beetbox/audioread) - :star: 334 :fork_and_knife: 82 - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. + * [:octocat: dejavu](https://github.com/worldveil/dejavu) - :star: 5073 :fork_and_knife: 1186 - Audio fingerprinting and recognition. + * [:octocat: matchering](https://github.com/sergree/matchering) - :star: 240 :fork_and_knife: 40 - A library for automated reference audio mastering. * [:earth_americas: mingus](http://bspaans.github.io/python-mingus/) - An advanced music theory and notation package with MIDI file and playback support. - * [:octocat: pyAudioAnalysis](https://github.com/tyiannak/pyAudioAnalysis) - :star: 3290 :fork_and_knife: 889 - Audio feature extraction, classification, segmentation and applications. - * [:octocat: pydub](https://github.com/jiaaro/pydub) - :star: 4591 :fork_and_knife: 635 - Manipulate audio with a simple and easy high level interface. + * [:octocat: pyAudioAnalysis](https://github.com/tyiannak/pyAudioAnalysis) - :star: 3316 :fork_and_knife: 896 - Audio feature extraction, classification, segmentation and applications. + * [:octocat: pydub](https://github.com/jiaaro/pydub) - :star: 4635 :fork_and_knife: 640 - Manipulate audio with a simple and easy high level interface. * [:octocat: TimeSide](https://github.com/Parisson/TimeSide) - :star: 288 :fork_and_knife: 48 - Open web audio processing framework. * Metadata - * [:octocat: beets](https://github.com/beetbox/beets) - :star: 9495 :fork_and_knife: 1594 - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger. - * [:octocat: eyeD3](https://github.com/nicfit/eyeD3) - :star: 241 :fork_and_knife: 37 - A tool for working with audio files, specifically MP3 files containing ID3 metadata. - * [:octocat: mutagen](https://github.com/quodlibet/mutagen) - :star: 636 :fork_and_knife: 90 - A Python module to handle audio metadata. - * [:octocat: tinytag](https://github.com/devsnd/tinytag) - :star: 399 :fork_and_knife: 76 - A library for reading music meta data of MP3, OGG, FLAC and Wave files. + * [:octocat: beets](https://github.com/beetbox/beets) - :star: 9512 :fork_and_knife: 1597 - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger. + * [:octocat: eyeD3](https://github.com/nicfit/eyeD3) - :star: 242 :fork_and_knife: 37 - A tool for working with audio files, specifically MP3 files containing ID3 metadata. + * [:octocat: mutagen](https://github.com/quodlibet/mutagen) - :star: 639 :fork_and_knife: 90 - A Python module to handle audio metadata. + * [:octocat: tinytag](https://github.com/devsnd/tinytag) - :star: 399 :fork_and_knife: 77 - A library for reading music meta data of MP3, OGG, FLAC and Wave files. ## Authentication *Libraries for implementing authentications schemes.* * OAuth - * [:octocat: authlib](https://github.com/lepture/authlib) - :star: 1941 :fork_and_knife: 198 - JavaScript Object Signing and Encryption draft implementation. - * [:octocat: django-allauth](https://github.com/pennersr/django-allauth) - :star: 5672 :fork_and_knife: 2016 - Authentication app for Django that "just works." - * [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - :star: 1981 :fork_and_knife: 557 - OAuth 2 goodies for Django. - * [:octocat: oauthlib](https://github.com/idan/oauthlib) - :star: 2063 :fork_and_knife: 415 - A generic and thorough implementation of the OAuth request-signing logic. - * [:octocat: python-oauth2](https://github.com/joestump/python-oauth2) - :star: 2923 :fork_and_knife: 1041 - A fully tested, abstract interface to creating OAuth clients and servers. - * [:octocat: python-social-auth](https://github.com/omab/python-social-auth) - :star: 2793 :fork_and_knife: 1140 - An easy-to-setup social authentication mechanism. + * [:octocat: authlib](https://github.com/lepture/authlib) - :star: 1959 :fork_and_knife: 201 - JavaScript Object Signing and Encryption draft implementation. + * [:octocat: django-allauth](https://github.com/pennersr/django-allauth) - :star: 5706 :fork_and_knife: 2031 - Authentication app for Django that "just works." + * [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - :star: 1986 :fork_and_knife: 560 - OAuth 2 goodies for Django. + * [:octocat: oauthlib](https://github.com/idan/oauthlib) - :star: 2067 :fork_and_knife: 419 - A generic and thorough implementation of the OAuth request-signing logic. + * [:octocat: python-oauth2](https://github.com/joestump/python-oauth2) - :star: 2922 :fork_and_knife: 1041 - A fully tested, abstract interface to creating OAuth clients and servers. + * [:octocat: python-social-auth](https://github.com/omab/python-social-auth) - :star: 2793 :fork_and_knife: 1138 - An easy-to-setup social authentication mechanism. * JWT - * [:octocat: pyjwt](https://github.com/jpadilla/pyjwt) - :star: 3353 :fork_and_knife: 433 - JSON Web Token implementation in Python. - * [:octocat: python-jose](https://github.com/mpdavis/python-jose/) - :star: 672 :fork_and_knife: 126 - A JOSE implementation in Python. - * [:octocat: python-jwt](https://github.com/davedoesdev/python-jwt) - :star: 171 :fork_and_knife: 23 - A module for generating and verifying JSON Web Tokens. + * [:octocat: pyjwt](https://github.com/jpadilla/pyjwt) - :star: 3367 :fork_and_knife: 437 - JSON Web Token implementation in Python. + * [:octocat: python-jose](https://github.com/mpdavis/python-jose/) - :star: 677 :fork_and_knife: 126 - A JOSE implementation in Python. + * [:octocat: python-jwt](https://github.com/davedoesdev/python-jwt) - :star: 170 :fork_and_knife: 23 - A module for generating and verifying JSON Web Tokens. ## Build Tools @@ -183,8 +183,8 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: BitBake](http://www.yoctoproject.org/docs/1.6/bitbake-user-manual/bitbake-user-manual.html) - A make-like build tool for embedded Linux. * [:earth_americas: buildout](http://www.buildout.org/en/latest/) - A build system for creating, assembling and deploying applications from multiple parts. -* [:octocat: PlatformIO](https://github.com/platformio/platformio-core) - :star: 4223 :fork_and_knife: 538 - A console tool to build code with different development platforms. -* [:octocat: pybuilder](https://github.com/pybuilder/pybuilder) - :star: 1229 :fork_and_knife: 222 - A continuous build tool written in pure Python. +* [:octocat: PlatformIO](https://github.com/platformio/platformio-core) - :star: 4256 :fork_and_knife: 541 - A console tool to build code with different development platforms. +* [:octocat: pybuilder](https://github.com/pybuilder/pybuilder) - :star: 1232 :fork_and_knife: 223 - A continuous build tool written in pure Python. * [:earth_americas: SCons](http://www.scons.org/) - A software construction tool. ## Built-in Classes Enhancement @@ -192,9 +192,9 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for enhancing Python built-in classes.* * [:earth_americas: dataclasses](https://docs.python.org/3/library/dataclasses.html) - (Python standard library) Data classes. -* [:octocat: attrs](https://github.com/python-attrs/attrs) - :star: 3148 :fork_and_knife: 222 - Replacement for `__init__`, `__eq__`, `__repr__`, etc. boilerplate in class definitions. -* [:octocat: bidict](https://github.com/jab/bidict) - :star: 613 :fork_and_knife: 35 - Efficient, Pythonic bidirectional map data structures and related functionality.. -* [:octocat: Box](https://github.com/cdgriffith/Box) - :star: 1484 :fork_and_knife: 61 - Python dictionaries with advanced dot notation access. +* [:octocat: attrs](https://github.com/python-attrs/attrs) - :star: 3161 :fork_and_knife: 221 - Replacement for `__init__`, `__eq__`, `__repr__`, etc. boilerplate in class definitions. +* [:octocat: bidict](https://github.com/jab/bidict) - :star: 618 :fork_and_knife: 34 - Efficient, Pythonic bidirectional map data structures and related functionality.. +* [:octocat: Box](https://github.com/cdgriffith/Box) - :star: 1495 :fork_and_knife: 62 - Python dictionaries with advanced dot notation access. * [:octocat: DottedDict](https://github.com/carlosescri/DottedDict) - :star: 102 :fork_and_knife: 12 - A library that provides a method of accessing lists and dicts with a dotted path notation. ## CMS @@ -203,20 +203,20 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: wagtail](https://wagtail.io/) - A Django content management system. * [:earth_americas: django-cms](https://www.django-cms.org/en/) - An Open source enterprise CMS based on the Django. -* [:octocat: feincms](https://github.com/feincms/feincms) - :star: 777 :fork_and_knife: 226 - One of the most advanced Content Management Systems built on Django. -* [:octocat: indico](https://github.com/indico/indico) - :star: 1062 :fork_and_knife: 243 - A feature-rich event management system, made @ [CERN](https://en.wikipedia.org/wiki/CERN). -* [:octocat: Kotti](https://github.com/Kotti/Kotti) - :star: 352 :fork_and_knife: 114 - A high-level, Pythonic web application framework built on Pyramid. -* [:octocat: mezzanine](https://github.com/stephenmcd/mezzanine) - :star: 4109 :fork_and_knife: 1483 - A powerful, consistent, and flexible content management platform. +* [:octocat: feincms](https://github.com/feincms/feincms) - :star: 777 :fork_and_knife: 225 - One of the most advanced Content Management Systems built on Django. +* [:octocat: indico](https://github.com/indico/indico) - :star: 1065 :fork_and_knife: 241 - A feature-rich event management system, made @ [CERN](https://en.wikipedia.org/wiki/CERN). +* [:octocat: Kotti](https://github.com/Kotti/Kotti) - :star: 352 :fork_and_knife: 113 - A high-level, Pythonic web application framework built on Pyramid. +* [:octocat: mezzanine](https://github.com/stephenmcd/mezzanine) - :star: 4110 :fork_and_knife: 1482 - A powerful, consistent, and flexible content management platform. * [:earth_americas: plone](https://plone.org/) - A CMS built on top of the open source application server Zope. -* [:octocat: quokka](https://github.com/rochacbruno/quokka) - :star: 2195 :fork_and_knife: 465 - Flexible, extensible, small CMS powered by Flask and MongoDB. +* [:octocat: quokka](https://github.com/rochacbruno/quokka) - :star: 2196 :fork_and_knife: 466 - Flexible, extensible, small CMS powered by Flask and MongoDB. ## Caching *Libraries for caching data.* -* [:octocat: beaker](https://github.com/bbangert/beaker) - :star: 446 :fork_and_knife: 128 - A WSGI middleware for sessions and caching. -* [:octocat: django-cache-machine](https://github.com/django-cache-machine/django-cache-machine) - :star: 789 :fork_and_knife: 156 - Automatic caching and invalidation for Django models. -* [:octocat: django-cacheops](https://github.com/Suor/django-cacheops) - :star: 1265 :fork_and_knife: 161 - A slick ORM cache with automatic granular event-driven invalidation. +* [:octocat: beaker](https://github.com/bbangert/beaker) - :star: 446 :fork_and_knife: 127 - A WSGI middleware for sessions and caching. +* [:octocat: django-cache-machine](https://github.com/django-cache-machine/django-cache-machine) - :star: 787 :fork_and_knife: 156 - Automatic caching and invalidation for Django models. +* [:octocat: django-cacheops](https://github.com/Suor/django-cacheops) - :star: 1271 :fork_and_knife: 162 - A slick ORM cache with automatic granular event-driven invalidation. * [:earth_americas: dogpile.cache](http://dogpilecache.readthedocs.io/en/latest/) - dogpile.cache is next generation replacement for Beaker made by same authors. * [:earth_americas: HermesCache](https://pypi.org/project/HermesCache/) - Python caching library with tag-based invalidation and dogpile effect prevention. * [:octocat: pylibmc](https://github.com/lericson/pylibmc) - :star: 436 :fork_and_knife: 120 - A Python wrapper around the [libmemcached](https://libmemcached.org/libMemcached.html) interface. @@ -226,33 +226,33 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for chatbot development.* -* [:octocat: errbot](https://github.com/errbotio/errbot/) - :star: 2274 :fork_and_knife: 502 - The easiest and most popular chatbot to implement ChatOps. +* [:octocat: errbot](https://github.com/errbotio/errbot/) - :star: 2281 :fork_and_knife: 502 - The easiest and most popular chatbot to implement ChatOps. ## Code Analysis *Tools of static analysis, linters and code quality checkers. Also see [awesome-static-analysis](https://github.com/mre/awesome-static-analysis).* * Code Analysis - * [:octocat: coala](https://github.com/coala/coala/) - :star: 3034 :fork_and_knife: 1348 - Language independent and easily extendable code analysis application. - * [:octocat: code2flow](https://github.com/scottrogowski/code2flow) - :star: 754 :fork_and_knife: 127 - Turn your Python and JavaScript code into DOT flowcharts. - * [:octocat: prospector](https://github.com/PyCQA/prospector) - :star: 1280 :fork_and_knife: 110 - A tool to analyse Python code. - * [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - :star: 1445 :fork_and_knife: 247 - A library that visualises the flow (call graph) of your Python application. - * [:octocat: vulture](https://github.com/jendrikseipp/vulture) - :star: 972 :fork_and_knife: 54 - A tool for finding and analysing dead Python code. + * [:octocat: coala](https://github.com/coala/coala/) - :star: 3032 :fork_and_knife: 1350 - Language independent and easily extendable code analysis application. + * [:octocat: code2flow](https://github.com/scottrogowski/code2flow) - :star: 757 :fork_and_knife: 128 - Turn your Python and JavaScript code into DOT flowcharts. + * [:octocat: prospector](https://github.com/PyCQA/prospector) - :star: 1284 :fork_and_knife: 111 - A tool to analyse Python code. + * [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - :star: 1450 :fork_and_knife: 247 - A library that visualises the flow (call graph) of your Python application. + * [:octocat: vulture](https://github.com/jendrikseipp/vulture) - :star: 976 :fork_and_knife: 54 - A tool for finding and analysing dead Python code. * Code Linters * [:earth_americas: flake8](https://pypi.org/project/flake8/) - A wrapper around `pycodestyle`, `pyflakes` and McCabe. - * [:octocat: awesome-flake8-extensions](https://github.com/DmytroLitvinov/awesome-flake8-extensions) - :star: 352 :fork_and_knife: 15 + * [:octocat: awesome-flake8-extensions](https://github.com/DmytroLitvinov/awesome-flake8-extensions) - :star: 360 :fork_and_knife: 17 * [:earth_americas: pylint](https://www.pylint.org/) - A fully customizable source code analyzer. - * [:octocat: pylama](https://github.com/klen/pylama) - :star: 711 :fork_and_knife: 72 - A code audit tool for Python and JavaScript. - * [:octocat: wemake-python-styleguide](https://github.com/wemake-services/wemake-python-styleguide) - :star: 1080 :fork_and_knife: 209 - The strictest and most opinionated python linter ever. + * [:octocat: pylama](https://github.com/klen/pylama) - :star: 716 :fork_and_knife: 73 - A code audit tool for Python and JavaScript. + * [:octocat: wemake-python-styleguide](https://github.com/wemake-services/wemake-python-styleguide) - :star: 1093 :fork_and_knife: 212 - The strictest and most opinionated python linter ever. * Code Formatters - * [:octocat: black](https://github.com/python/black) - :star: 16915 :fork_and_knife: 1025 - The uncompromising Python code formatter. - * [:octocat: yapf](https://github.com/google/yapf) - :star: 10867 :fork_and_knife: 733 - Yet another Python code formatter from Google. + * [:octocat: black](https://github.com/python/black) - :star: 17051 :fork_and_knife: 1042 - The uncompromising Python code formatter. + * [:octocat: yapf](https://github.com/google/yapf) - :star: 10899 :fork_and_knife: 737 - Yet another Python code formatter from Google. * Static Type Checkers, also see [awesome-python-typing](https://github.com/typeddjango/awesome-python-typing) * [:earth_americas: mypy](http://mypy-lang.org/) - Check variable types during compile time. - * [:octocat: typeshed](https://github.com/python/typeshed) - :star: 1754 :fork_and_knife: 882 - Collection of library stubs for Python, with static types. - * [:octocat: pyre-check](https://github.com/facebook/pyre-check) - :star: 3454 :fork_and_knife: 199 - Performant type checking. + * [:octocat: typeshed](https://github.com/python/typeshed) - :star: 1763 :fork_and_knife: 884 - Collection of library stubs for Python, with static types. + * [:octocat: pyre-check](https://github.com/facebook/pyre-check) - :star: 3465 :fork_and_knife: 200 - Performant type checking. * Static Type Annotations Generators - * [:octocat: MonkeyType](https://github.com/Instagram/MonkeyType) - :star: 3029 :fork_and_knife: 113 - A system for Python that generates static type annotations by collecting runtime types + * [:octocat: MonkeyType](https://github.com/Instagram/MonkeyType) - :star: 3046 :fork_and_knife: 114 - A system for Python that generates static type annotations by collecting runtime types ## Command-line Interface Development @@ -263,38 +263,38 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: click](http://click.pocoo.org/dev/) - A package for creating beautiful command line interfaces in a composable way. * [:earth_americas: cliff](https://docs.openstack.org/developer/cliff/) - A framework for creating command-line programs with multi-level commands. * [:earth_americas: docopt](http://docopt.org/) - Pythonic command line arguments parser. - * [:octocat: python-fire](https://github.com/google/python-fire) - :star: 17373 :fork_and_knife: 1069 - A library for creating command line interfaces from absolutely any Python object. - * [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - :star: 6416 :fork_and_knife: 488 - A library for building powerful interactive command lines. + * [:octocat: python-fire](https://github.com/google/python-fire) - :star: 17454 :fork_and_knife: 1073 - A library for creating command line interfaces from absolutely any Python object. + * [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - :star: 6436 :fork_and_knife: 492 - A library for building powerful interactive command lines. * Terminal Rendering - * [:octocat: asciimatics](https://github.com/peterbrittain/asciimatics) - :star: 1912 :fork_and_knife: 161 - A package to create full-screen text UIs (from interactive forms to ASCII animations). - * [:octocat: bashplotlib](https://github.com/glamp/bashplotlib) - :star: 1433 :fork_and_knife: 117 - Making basic plots in the terminal. + * [:octocat: asciimatics](https://github.com/peterbrittain/asciimatics) - :star: 1935 :fork_and_knife: 162 - A package to create full-screen text UIs (from interactive forms to ASCII animations). + * [:octocat: bashplotlib](https://github.com/glamp/bashplotlib) - :star: 1439 :fork_and_knife: 118 - Making basic plots in the terminal. * [:earth_americas: colorama](https://pypi.org/project/colorama/) - Cross-platform colored terminal text. - * [:octocat: rich](https://github.com/willmcgugan/rich) - :star: 10134 :fork_and_knife: 242 - Python library for rich text and beautiful formatting in the terminal. Also provides a great `RichHandler` log handler. - * [:octocat: tqdm](https://github.com/tqdm/tqdm) - :star: 15235 :fork_and_knife: 795 - Fast, extensible progress bar for loops and CLI. - * [:octocat: alive-progress](https://github.com/rsalmei/alive-progress) - :star: 685 :fork_and_knife: 22 - A new kind of Progress Bar, with real-time throughput, eta and very cool animations. + * [:octocat: rich](https://github.com/willmcgugan/rich) - :star: 11627 :fork_and_knife: 290 - Python library for rich text and beautiful formatting in the terminal. Also provides a great `RichHandler` log handler. + * [:octocat: tqdm](https://github.com/tqdm/tqdm) - :star: 15373 :fork_and_knife: 800 - Fast, extensible progress bar for loops and CLI. + * [:octocat: alive-progress](https://github.com/rsalmei/alive-progress) - :star: 707 :fork_and_knife: 26 - A new kind of Progress Bar, with real-time throughput, eta and very cool animations. ## Command-line Tools *Useful CLI-based tools for productivity.* * Productivity Tools - * [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - :star: 12483 :fork_and_knife: 1320 - A command-line utility that creates projects from cookiecutters (project templates). - * [:octocat: doitlive](https://github.com/sloria/doitlive) - :star: 2801 :fork_and_knife: 88 - A tool for live presentations in the terminal. - * [:octocat: howdoi](https://github.com/gleitz/howdoi) - :star: 8261 :fork_and_knife: 754 - Instant coding answers via the command line. - * [:octocat: Invoke](https://github.com/pyinvoke/invoke#readme) - :star: 2922 :fork_and_knife: 261 - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks. - * [:octocat: PathPicker](https://github.com/facebook/PathPicker) - :star: 4432 :fork_and_knife: 272 - Select files out of bash output. - * [:octocat: percol](https://github.com/mooz/percol) - :star: 2933 :fork_and_knife: 147 - Adds flavor of interactive selection to the traditional pipe concept on UNIX. - * [:octocat: thefuck](https://github.com/nvbn/thefuck) - :star: 54367 :fork_and_knife: 2721 - Correcting your previous console command. - * [:octocat: tmuxp](https://github.com/tony/tmuxp) - :star: 2811 :fork_and_knife: 182 - A [tmux](https://github.com/tmux/tmux) session manager. + * [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - :star: 12552 :fork_and_knife: 1328 - A command-line utility that creates projects from cookiecutters (project templates). + * [:octocat: doitlive](https://github.com/sloria/doitlive) - :star: 2811 :fork_and_knife: 88 - A tool for live presentations in the terminal. + * [:octocat: howdoi](https://github.com/gleitz/howdoi) - :star: 8283 :fork_and_knife: 757 - Instant coding answers via the command line. + * [:octocat: Invoke](https://github.com/pyinvoke/invoke#readme) - :star: 2933 :fork_and_knife: 263 - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks. + * [:octocat: PathPicker](https://github.com/facebook/PathPicker) - :star: 4438 :fork_and_knife: 272 - Select files out of bash output. + * [:octocat: percol](https://github.com/mooz/percol) - :star: 2938 :fork_and_knife: 147 - Adds flavor of interactive selection to the traditional pipe concept on UNIX. + * [:octocat: thefuck](https://github.com/nvbn/thefuck) - :star: 54600 :fork_and_knife: 2727 - Correcting your previous console command. + * [:octocat: tmuxp](https://github.com/tony/tmuxp) - :star: 2819 :fork_and_knife: 184 - A [tmux](https://github.com/tmux/tmux) session manager. * [:octocat: try](https://github.com/timofurrer/try) - :star: 552 :fork_and_knife: 29 - A dead simple CLI to try out python packages - it's never been easier. * CLI Enhancements - * [:octocat: httpie](https://github.com/jakubroztocil/httpie) - :star: 47620 :fork_and_knife: 3065 - A command line HTTP client, a user-friendly cURL replacement. - * [:octocat: kube-shell](https://github.com/cloudnativelabs/kube-shell) - :star: 1645 :fork_and_knife: 132 - An integrated shell for working with the Kubernetes CLI. - * [:octocat: mycli](https://github.com/dbcli/mycli) - :star: 8797 :fork_and_knife: 541 - MySQL CLI with autocompletion and syntax highlighting. - * [:octocat: pgcli](https://github.com/dbcli/pgcli) - :star: 8826 :fork_and_knife: 408 - PostgreSQL CLI with autocompletion and syntax highlighting. - * [:octocat: iredis](https://github.com/laixintao/iredis) - :star: 1133 :fork_and_knife: 42 - Redis CLI with autocompletion and syntax highlighting. - * [:octocat: litecli](https://github.com/dbcli/litecli) - :star: 1166 :fork_and_knife: 34 - SQLite CLI with autocompletion and syntax highlighting. - * [:octocat: saws](https://github.com/donnemartin/saws) - :star: 4544 :fork_and_knife: 247 - A Supercharged [aws-cli](https://github.com/aws/aws-cli). + * [:octocat: httpie](https://github.com/jakubroztocil/httpie) - :star: 47739 :fork_and_knife: 3072 - A command line HTTP client, a user-friendly cURL replacement. + * [:octocat: kube-shell](https://github.com/cloudnativelabs/kube-shell) - :star: 1662 :fork_and_knife: 134 - An integrated shell for working with the Kubernetes CLI. + * [:octocat: mycli](https://github.com/dbcli/mycli) - :star: 8833 :fork_and_knife: 545 - MySQL CLI with autocompletion and syntax highlighting. + * [:octocat: pgcli](https://github.com/dbcli/pgcli) - :star: 8853 :fork_and_knife: 410 - PostgreSQL CLI with autocompletion and syntax highlighting. + * [:octocat: iredis](https://github.com/laixintao/iredis) - :star: 1149 :fork_and_knife: 42 - Redis CLI with autocompletion and syntax highlighting. + * [:octocat: litecli](https://github.com/dbcli/litecli) - :star: 1176 :fork_and_knife: 35 - SQLite CLI with autocompletion and syntax highlighting. + * [:octocat: saws](https://github.com/donnemartin/saws) - :star: 4553 :fork_and_knife: 247 - A Supercharged [aws-cli](https://github.com/aws/aws-cli). ## Compatibility @@ -308,11 +308,11 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for Computer Vision.* -* [:octocat: Kornia](https://github.com/kornia/kornia/) - :star: 2626 :fork_and_knife: 269 - Open Source Differentiable Computer Vision Library for PyTorch. +* [:octocat: Kornia](https://github.com/kornia/kornia/) - :star: 2668 :fork_and_knife: 273 - Open Source Differentiable Computer Vision Library for PyTorch. * [:earth_americas: OpenCV](https://opencv.org/) - Open Source Computer Vision Library. -* [:octocat: pytesseract](https://github.com/madmaze/pytesseract) - :star: 3038 :fork_and_knife: 466 - Another wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr). -* [:octocat: tesserocr](https://github.com/sirfz/tesserocr) - :star: 1279 :fork_and_knife: 176 - A simple, Pillow-friendly, wrapper around the `tesseract-ocr` API for OCR. -* [:octocat: SimpleCV](https://github.com/sightmachine/SimpleCV) - :star: 2424 :fork_and_knife: 761 - An open source framework for building computer vision applications. +* [:octocat: pytesseract](https://github.com/madmaze/pytesseract) - :star: 3060 :fork_and_knife: 469 - Another wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr). +* [:octocat: tesserocr](https://github.com/sirfz/tesserocr) - :star: 1285 :fork_and_knife: 176 - A simple, Pillow-friendly, wrapper around the `tesseract-ocr` API for OCR. +* [:octocat: SimpleCV](https://github.com/sightmachine/SimpleCV) - :star: 2424 :fork_and_knife: 763 - An open source framework for building computer vision applications. ## Concurrency and Parallelism @@ -321,98 +321,98 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: concurrent.futures](https://docs.python.org/3/library/concurrent.futures.html) - (Python standard library) A high-level interface for asynchronously executing callables. * [:earth_americas: multiprocessing](https://docs.python.org/3/library/multiprocessing.html) - (Python standard library) Process-based parallelism. * [:earth_americas: eventlet](http://eventlet.net/) - Asynchronous framework with WSGI support. -* [:octocat: gevent](http://www.gevent.org/) - :star: 1156 :fork_and_knife: 182 - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet). -* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 7046 :fork_and_knife: 413 - Ultra fast implementation of `asyncio` event loop on top of `libuv`. -* [:octocat: scoop](https://github.com/soravux/scoop) - :star: 457 :fork_and_knife: 75 - Scalable Concurrent Operations in Python. +* [:octocat: gevent](http://www.gevent.org/) - :star: 1158 :fork_and_knife: 182 - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet). +* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 7077 :fork_and_knife: 416 - Ultra fast implementation of `asyncio` event loop on top of `libuv`. +* [:octocat: scoop](https://github.com/soravux/scoop) - :star: 458 :fork_and_knife: 75 - Scalable Concurrent Operations in Python. ## Configuration *Libraries for storing and parsing configuration options.* -* [:octocat: configobj](https://github.com/DiffSK/configobj) - :star: 231 :fork_and_knife: 52 - INI file parser with validation. +* [:octocat: configobj](https://github.com/DiffSK/configobj) - :star: 232 :fork_and_knife: 52 - INI file parser with validation. * [:earth_americas: configparser](https://docs.python.org/3/library/configparser.html) - (Python standard library) INI file parser. * [:earth_americas: profig](https://profig.readthedocs.io/en/latest/) - Config from multiple formats with value conversion. -* [:octocat: python-decouple](https://github.com/henriquebastos/python-decouple) - :star: 1389 :fork_and_knife: 125 - Strict separation of settings from code. -* [:octocat: hydra](https://github.com/facebookresearch/hydra) - :star: 2583 :fork_and_knife: 187 - Hydra is a framework for elegantly configuring complex applications. +* [:octocat: python-decouple](https://github.com/henriquebastos/python-decouple) - :star: 1418 :fork_and_knife: 125 - Strict separation of settings from code. +* [:octocat: hydra](https://github.com/facebookresearch/hydra) - :star: 2622 :fork_and_knife: 196 - Hydra is a framework for elegantly configuring complex applications. ## Cryptography * [:earth_americas: cryptography](https://cryptography.io/en/latest/) - A package designed to expose cryptographic primitives and recipes to Python developers. -* [:octocat: paramiko](https://github.com/paramiko/paramiko) - :star: 6379 :fork_and_knife: 1566 - The leading native Python SSHv2 protocol library. +* [:octocat: paramiko](https://github.com/paramiko/paramiko) - :star: 6410 :fork_and_knife: 1571 - The leading native Python SSHv2 protocol library. * [:earth_americas: passlib](https://passlib.readthedocs.io/en/stable/) - Secure password storage/hashing library, very high level. -* [:octocat: pynacl](https://github.com/pyca/pynacl) - :star: 708 :fork_and_knife: 149 - Python binding to the Networking and Cryptography (NaCl) library. +* [:octocat: pynacl](https://github.com/pyca/pynacl) - :star: 712 :fork_and_knife: 151 - Python binding to the Networking and Cryptography (NaCl) library. ## Data Analysis *Libraries for data analyzing.* -* [:octocat: Blaze](https://github.com/blaze/blaze) - :star: 2891 :fork_and_knife: 372 - NumPy and Pandas interface to Big Data. -* [:octocat: Open Mining](https://github.com/mining/mining) - :star: 1090 :fork_and_knife: 223 - Business Intelligence (BI) in Pandas interface. +* [:octocat: Blaze](https://github.com/blaze/blaze) - :star: 2892 :fork_and_knife: 372 - NumPy and Pandas interface to Big Data. +* [:octocat: Open Mining](https://github.com/mining/mining) - :star: 1092 :fork_and_knife: 223 - Business Intelligence (BI) in Pandas interface. * [:earth_americas: Orange](https://orange.biolab.si/) - Data mining, data visualization, analysis and machine learning through visual programming or scripts. * [:earth_americas: Pandas](http://pandas.pydata.org/) - A library providing high-performance, easy-to-use data structures and data analysis tools. -* [:octocat: Optimus](https://github.com/ironmussa/Optimus) - :star: 916 :fork_and_knife: 187 - Agile Data Science Workflows made easy with PySpark. -* [:octocat: AWS Data Wrangler](https://github.com/awslabs/aws-data-wrangler) - :star: 870 :fork_and_knife: 122 - Pandas on AWS. +* [:octocat: Optimus](https://github.com/ironmussa/Optimus) - :star: 919 :fork_and_knife: 188 - Agile Data Science Workflows made easy with PySpark. +* [:octocat: AWS Data Wrangler](https://github.com/awslabs/aws-data-wrangler) - :star: 902 :fork_and_knife: 130 - Pandas on AWS. ## Data Validation *Libraries for validating data. Used for forms in many cases.* -* [:octocat: Cerberus](https://github.com/pyeve/cerberus) - :star: 2137 :fork_and_knife: 194 - A lightweight and extensible data validation library. +* [:octocat: Cerberus](https://github.com/pyeve/cerberus) - :star: 2147 :fork_and_knife: 194 - A lightweight and extensible data validation library. * [:earth_americas: colander](https://docs.pylonsproject.org/projects/colander/en/latest/) - Validating and deserializing data obtained via XML, JSON, an HTML form post. -* [:octocat: jsonschema](https://github.com/Julian/jsonschema) - :star: 2863 :fork_and_knife: 430 - An implementation of [JSON Schema](http://json-schema.org/) for Python. -* [:octocat: schema](https://github.com/keleshev/schema) - :star: 2113 :fork_and_knife: 158 - A library for validating Python data structures. -* [:octocat: Schematics](https://github.com/schematics/schematics) - :star: 2356 :fork_and_knife: 286 - Data Structure Validation. -* [:octocat: valideer](https://github.com/podio/valideer) - :star: 236 :fork_and_knife: 17 - Lightweight extensible data validation and adaptation library. -* [:octocat: voluptuous](https://github.com/alecthomas/voluptuous) - :star: 1628 :fork_and_knife: 187 - A Python data validation library. +* [:octocat: jsonschema](https://github.com/Julian/jsonschema) - :star: 2877 :fork_and_knife: 431 - An implementation of [JSON Schema](http://json-schema.org/) for Python. +* [:octocat: schema](https://github.com/keleshev/schema) - :star: 2118 :fork_and_knife: 158 - A library for validating Python data structures. +* [:octocat: Schematics](https://github.com/schematics/schematics) - :star: 2360 :fork_and_knife: 286 - Data Structure Validation. +* [:octocat: valideer](https://github.com/podio/valideer) - :star: 237 :fork_and_knife: 18 - Lightweight extensible data validation and adaptation library. +* [:octocat: voluptuous](https://github.com/alecthomas/voluptuous) - :star: 1627 :fork_and_knife: 186 - A Python data validation library. ## Data Visualization *Libraries for visualizing data. Also see [awesome-javascript](https://github.com/sorrycc/awesome-javascript#data-visualization).* -* [:octocat: Altair](https://github.com/altair-viz/altair) - :star: 5726 :fork_and_knife: 532 - Declarative statistical visualization library for Python. -* [:octocat: Bokeh](https://github.com/bokeh/bokeh) - :star: 13745 :fork_and_knife: 3472 - Interactive Web Plotting for Python. -* [:octocat: bqplot](https://github.com/bloomberg/bqplot) - :star: 2833 :fork_and_knife: 410 - Interactive Plotting Library for the Jupyter Notebook +* [:octocat: Altair](https://github.com/altair-viz/altair) - :star: 5753 :fork_and_knife: 536 - Declarative statistical visualization library for Python. +* [:octocat: Bokeh](https://github.com/bokeh/bokeh) - :star: 13796 :fork_and_knife: 3479 - Interactive Web Plotting for Python. +* [:octocat: bqplot](https://github.com/bloomberg/bqplot) - :star: 2844 :fork_and_knife: 413 - Interactive Plotting Library for the Jupyter Notebook * [:earth_americas: Dash](https://plot.ly/products/dash/) - Built on top of Flask, React and Plotly aimed at analytical web applications. - * [:octocat: awesome-dash](https://github.com/Acrotrend/awesome-dash) - :star: 840 :fork_and_knife: 138 -* [:octocat: diagrams](https://github.com/mingrammer/diagrams) - :star: 5524 :fork_and_knife: 302 - Diagram as Code. -* [:octocat: plotnine](https://github.com/has2k1/plotnine) - :star: 2289 :fork_and_knife: 125 - A grammar of graphics for Python based on ggplot2. + * [:octocat: awesome-dash](https://github.com/Acrotrend/awesome-dash) - :star: 850 :fork_and_knife: 142 +* [:octocat: diagrams](https://github.com/mingrammer/diagrams) - :star: 5598 :fork_and_knife: 310 - Diagram as Code. +* [:octocat: plotnine](https://github.com/has2k1/plotnine) - :star: 2308 :fork_and_knife: 125 - A grammar of graphics for Python based on ggplot2. * [:earth_americas: Matplotlib](http://matplotlib.org/) - A Python 2D plotting library. * [:earth_americas: Pygal](http://www.pygal.org/en/latest/) - A Python SVG Charts Creator. * [:earth_americas: PyGraphviz](https://pypi.org/project/pygraphviz/) - Python interface to [Graphviz](http://www.graphviz.org/). * [:earth_americas: PyQtGraph](http://www.pyqtgraph.org/) - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets. -* [:octocat: Seaborn](https://github.com/mwaskom/seaborn) - :star: 7469 :fork_and_knife: 1278 - Statistical data visualization using Matplotlib. -* [:octocat: VisPy](https://github.com/vispy/vispy) - :star: 2389 :fork_and_knife: 520 - High-performance scientific visualization based on OpenGL. +* [:octocat: Seaborn](https://github.com/mwaskom/seaborn) - :star: 7506 :fork_and_knife: 1288 - Statistical data visualization using Matplotlib. +* [:octocat: VisPy](https://github.com/vispy/vispy) - :star: 2402 :fork_and_knife: 524 - High-performance scientific visualization based on OpenGL. ## Database *Databases implemented in Python.* -* [:octocat: pickleDB](https://github.com/patx/pickledb) - :star: 482 :fork_and_knife: 87 - A simple and lightweight key-value store for Python. -* [:octocat: tinydb](https://github.com/msiemens/tinydb) - :star: 3602 :fork_and_knife: 330 - A tiny, document-oriented database. -* [:octocat: ZODB](https://github.com/zopefoundation/ZODB) - :star: 408 :fork_and_knife: 57 - A native object database for Python. A key-value and object graph database. +* [:octocat: pickleDB](https://github.com/patx/pickledb) - :star: 483 :fork_and_knife: 87 - A simple and lightweight key-value store for Python. +* [:octocat: tinydb](https://github.com/msiemens/tinydb) - :star: 3627 :fork_and_knife: 332 - A tiny, document-oriented database. +* [:octocat: ZODB](https://github.com/zopefoundation/ZODB) - :star: 410 :fork_and_knife: 57 - A native object database for Python. A key-value and object graph database. ## Database Drivers *Libraries for connecting and operating databases.* * MySQL - [awesome-mysql](http://shlomi-noach.github.io/awesome-mysql/) - * [:octocat: mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - :star: 1771 :fork_and_knife: 301 - MySQL connector with Python 3 support ([mysql-python](https://sourceforge.net/projects/mysql-python/) fork). - * [:octocat: PyMySQL](https://github.com/PyMySQL/PyMySQL) - :star: 6043 :fork_and_knife: 1225 - A pure Python MySQL driver compatible to mysql-python. + * [:octocat: mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - :star: 1778 :fork_and_knife: 302 - MySQL connector with Python 3 support ([mysql-python](https://sourceforge.net/projects/mysql-python/) fork). + * [:octocat: PyMySQL](https://github.com/PyMySQL/PyMySQL) - :star: 6063 :fork_and_knife: 1227 - A pure Python MySQL driver compatible to mysql-python. * PostgreSQL - [awesome-postgres](https://github.com/dhamaniasad/awesome-postgres) * [:earth_americas: psycopg2](http://initd.org/psycopg/) - The most popular PostgreSQL adapter for Python. - * [:octocat: queries](https://github.com/gmr/queries) - :star: 225 :fork_and_knife: 25 - A wrapper of the psycopg2 library for interacting with PostgreSQL. + * [:octocat: queries](https://github.com/gmr/queries) - :star: 225 :fork_and_knife: 26 - A wrapper of the psycopg2 library for interacting with PostgreSQL. * Other Relational Databases * [:earth_americas: pymssql](https://pymssql.readthedocs.io/en/latest/) - A simple database interface to Microsoft SQL Server. - * [:octocat: SuperSQLite](https://github.com/plasticityai/supersqlite) - :star: 641 :fork_and_knife: 16 - A supercharged SQLite library built on top of [apsw](https://github.com/rogerbinns/apsw). + * [:octocat: SuperSQLite](https://github.com/plasticityai/supersqlite) - :star: 645 :fork_and_knife: 16 - A supercharged SQLite library built on top of [apsw](https://github.com/rogerbinns/apsw). * NoSQL Databases - * [:octocat: cassandra-driver](https://github.com/datastax/python-driver) - :star: 1159 :fork_and_knife: 438 - The Python Driver for Apache Cassandra. + * [:octocat: cassandra-driver](https://github.com/datastax/python-driver) - :star: 1161 :fork_and_knife: 440 - The Python Driver for Apache Cassandra. * [:octocat: happybase](https://github.com/wbolster/happybase) - :star: 539 :fork_and_knife: 151 - A developer-friendly library for Apache HBase. - * [:octocat: kafka-python](https://github.com/dpkp/kafka-python) - :star: 3934 :fork_and_knife: 1080 - The Python client for Apache Kafka. + * [:octocat: kafka-python](https://github.com/dpkp/kafka-python) - :star: 3953 :fork_and_knife: 1079 - The Python client for Apache Kafka. * [:earth_americas: py2neo](https://py2neo.org/) - A client library and toolkit for working with Neo4j. - * [:octocat: pymongo](https://github.com/mongodb/mongo-python-driver) - :star: 3075 :fork_and_knife: 948 - The official Python client for MongoDB. - * [:octocat: redis-py](https://github.com/andymccurdy/redis-py) - :star: 8697 :fork_and_knife: 1860 - The Python client for Redis. + * [:octocat: pymongo](https://github.com/mongodb/mongo-python-driver) - :star: 3078 :fork_and_knife: 950 - The official Python client for MongoDB. + * [:octocat: redis-py](https://github.com/andymccurdy/redis-py) - :star: 8724 :fork_and_knife: 1865 - The Python client for Redis. * Asynchronous Clients - * [:octocat: motor](https://github.com/mongodb/motor) - :star: 1504 :fork_and_knife: 136 - The async Python driver for MongoDB. + * [:octocat: motor](https://github.com/mongodb/motor) - :star: 1506 :fork_and_knife: 137 - The async Python driver for MongoDB. ## Date and Time @@ -420,71 +420,71 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: Arrow](https://arrow.readthedocs.io/en/latest/) - A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps. * [:octocat: Chronyk](https://github.com/KoffeinFlummi/Chronyk) - :star: 308 :fork_and_knife: 11 - A Python 3 library for parsing human-written times and dates. -* [:octocat: dateutil](https://github.com/dateutil/dateutil) - :star: 1339 :fork_and_knife: 327 - Extensions to the standard Python [datetime](https://docs.python.org/3/library/datetime.html) module. -* [:octocat: delorean](https://github.com/myusuf3/delorean/) - :star: 1668 :fork_and_knife: 110 - A library for clearing up the inconvenient truths that arise dealing with datetimes. -* [:octocat: moment](https://github.com/zachwill/moment) - :star: 642 :fork_and_knife: 42 - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/). -* [:octocat: Pendulum](https://github.com/sdispater/pendulum) - :star: 3990 :fork_and_knife: 223 - Python datetimes made easy. +* [:octocat: dateutil](https://github.com/dateutil/dateutil) - :star: 1352 :fork_and_knife: 329 - Extensions to the standard Python [datetime](https://docs.python.org/3/library/datetime.html) module. +* [:octocat: delorean](https://github.com/myusuf3/delorean/) - :star: 1670 :fork_and_knife: 110 - A library for clearing up the inconvenient truths that arise dealing with datetimes. +* [:octocat: moment](https://github.com/zachwill/moment) - :star: 643 :fork_and_knife: 42 - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/). +* [:octocat: Pendulum](https://github.com/sdispater/pendulum) - :star: 4013 :fork_and_knife: 223 - Python datetimes made easy. * [:octocat: PyTime](https://github.com/shinux/PyTime) - :star: 136 :fork_and_knife: 20 - An easy-to-use Python module which aims to operate date/time/datetime by string. * [:earth_americas: pytz](https://launchpad.net/pytz) - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python. -* [:octocat: when.py](https://github.com/dirn/When.py) - :star: 184 :fork_and_knife: 16 - Providing user-friendly functions to help perform common date and time actions. -* [:octocat: maya](https://github.com/timofurrer/maya) - :star: 3160 :fork_and_knife: 198 - Datetimes for Humans. +* [:octocat: when.py](https://github.com/dirn/When.py) - :star: 185 :fork_and_knife: 16 - Providing user-friendly functions to help perform common date and time actions. +* [:octocat: maya](https://github.com/timofurrer/maya) - :star: 3163 :fork_and_knife: 199 - Datetimes for Humans. ## Debugging Tools *Libraries for debugging code.* * pdb-like Debugger - * [:octocat: ipdb](https://github.com/gotcha/ipdb) - :star: 1223 :fork_and_knife: 118 - IPython-enabled [pdb](https://docs.python.org/3/library/pdb.html). - * [:octocat: pdb++](https://github.com/antocuni/pdb) - :star: 523 :fork_and_knife: 35 - Another drop-in replacement for pdb. - * [:octocat: pudb](https://github.com/inducer/pudb) - :star: 1794 :fork_and_knife: 163 - A full-screen, console-based Python debugger. - * [:octocat: wdb](https://github.com/Kozea/wdb) - :star: 1479 :fork_and_knife: 98 - An improbable web debugger through WebSockets. + * [:octocat: ipdb](https://github.com/gotcha/ipdb) - :star: 1230 :fork_and_knife: 118 - IPython-enabled [pdb](https://docs.python.org/3/library/pdb.html). + * [:octocat: pdb++](https://github.com/antocuni/pdb) - :star: 527 :fork_and_knife: 35 - Another drop-in replacement for pdb. + * [:octocat: pudb](https://github.com/inducer/pudb) - :star: 1813 :fork_and_knife: 161 - A full-screen, console-based Python debugger. + * [:octocat: wdb](https://github.com/Kozea/wdb) - :star: 1480 :fork_and_knife: 98 - An improbable web debugger through WebSockets. * Tracing - * [:octocat: lptrace](https://github.com/khamidou/lptrace) - :star: 663 :fork_and_knife: 40 - [strace](http://man7.org/linux/man-pages/man1/strace.1.html) for Python programs. - * [:octocat: manhole](https://github.com/ionelmc/python-manhole) - :star: 290 :fork_and_knife: 15 - Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt. - * [:octocat: pyringe](https://github.com/google/pyringe) - :star: 1578 :fork_and_knife: 68 - Debugger capable of attaching to and injecting code into Python processes. - * [:octocat: python-hunter](https://github.com/ionelmc/python-hunter) - :star: 547 :fork_and_knife: 24 - A flexible code tracing toolkit. + * [:octocat: lptrace](https://github.com/khamidou/lptrace) - :star: 663 :fork_and_knife: 41 - [strace](http://man7.org/linux/man-pages/man1/strace.1.html) for Python programs. + * [:octocat: manhole](https://github.com/ionelmc/python-manhole) - :star: 291 :fork_and_knife: 15 - Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt. + * [:octocat: pyringe](https://github.com/google/pyringe) - :star: 1581 :fork_and_knife: 68 - Debugger capable of attaching to and injecting code into Python processes. + * [:octocat: python-hunter](https://github.com/ionelmc/python-hunter) - :star: 548 :fork_and_knife: 24 - A flexible code tracing toolkit. * Profiler - * [:octocat: line_profiler](https://github.com/rkern/line_profiler) - :star: 3458 :fork_and_knife: 240 - Line-by-line profiling. - * [:octocat: memory_profiler](https://github.com/fabianp/memory_profiler) - :star: 55 :fork_and_knife: 10 - Monitor Memory usage of Python code. + * [:octocat: line_profiler](https://github.com/rkern/line_profiler) - :star: 3465 :fork_and_knife: 242 - Line-by-line profiling. + * [:octocat: memory_profiler](https://github.com/fabianp/memory_profiler) - :star: 56 :fork_and_knife: 11 - Monitor Memory usage of Python code. * [:octocat: profiling](https://github.com/what-studio/profiling) - :star: 3005 :fork_and_knife: 118 - An interactive Python profiler. - * [:octocat: py-spy](https://github.com/benfred/py-spy) - :star: 5720 :fork_and_knife: 221 - A sampling profiler for Python programs. Written in Rust. - * [:octocat: pyflame](https://github.com/uber/pyflame) - :star: 2823 :fork_and_knife: 215 - A ptracing profiler For Python. - * [:octocat: vprof](https://github.com/nvdv/vprof) - :star: 3660 :fork_and_knife: 168 - Visual Python profiler. + * [:octocat: py-spy](https://github.com/benfred/py-spy) - :star: 5758 :fork_and_knife: 220 - A sampling profiler for Python programs. Written in Rust. + * [:octocat: pyflame](https://github.com/uber/pyflame) - :star: 2829 :fork_and_knife: 216 - A ptracing profiler For Python. + * [:octocat: vprof](https://github.com/nvdv/vprof) - :star: 3665 :fork_and_knife: 168 - Visual Python profiler. * Others - * [:octocat: icecream](https://github.com/gruns/icecream) - :star: 1520 :fork_and_knife: 33 - Inspect variables, expressions, and program execution with a single, simple function call. - * [:octocat: django-debug-toolbar](https://github.com/jazzband/django-debug-toolbar) - :star: 6027 :fork_and_knife: 875 - Display various debug information for Django. + * [:octocat: icecream](https://github.com/gruns/icecream) - :star: 1534 :fork_and_knife: 33 - Inspect variables, expressions, and program execution with a single, simple function call. + * [:octocat: django-debug-toolbar](https://github.com/jazzband/django-debug-toolbar) - :star: 6039 :fork_and_knife: 876 - Display various debug information for Django. * [:octocat: django-devserver](https://github.com/dcramer/django-devserver) - :star: 1255 :fork_and_knife: 166 - A drop-in replacement for Django's runserver. * [:octocat: flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - :star: 755 :fork_and_knife: 117 - A port of the django-debug-toolbar to flask. - * [:octocat: pyelftools](https://github.com/eliben/pyelftools) - :star: 1035 :fork_and_knife: 364 - Parsing and analyzing ELF files and DWARF debugging information. + * [:octocat: pyelftools](https://github.com/eliben/pyelftools) - :star: 1037 :fork_and_knife: 364 - Parsing and analyzing ELF files and DWARF debugging information. ## Deep Learning *Frameworks for Neural Networks and Deep Learning. Also see [awesome-deep-learning](https://github.com/ChristosChristofidis/awesome-deep-learning).* -* [:octocat: caffe](https://github.com/BVLC/caffe) - :star: 30606 :fork_and_knife: 18421 - A fast open framework for deep learning.. -* [:octocat: keras](https://github.com/keras-team/keras) - :star: 49080 :fork_and_knife: 18466 - A high-level neural networks library and capable of running on top of either TensorFlow or Theano. -* [:octocat: mxnet](https://github.com/dmlc/mxnet) - :star: 18876 :fork_and_knife: 6697 - A deep learning framework designed for both efficiency and flexibility. -* [:octocat: pytorch](https://github.com/pytorch/pytorch) - :star: 40462 :fork_and_knife: 10550 - Tensors and Dynamic neural networks in Python with strong GPU acceleration. -* [:octocat: SerpentAI](https://github.com/SerpentAI/SerpentAI) - :star: 5627 :fork_and_knife: 626 - Game agent framework. Use any video game as a deep learning sandbox. -* [:octocat: tensorflow](https://github.com/tensorflow/tensorflow) - :star: 146798 :fork_and_knife: 82148 - The most popular Deep Learning framework created by Google. -* [:octocat: Theano](https://github.com/Theano/Theano) - :star: 9190 :fork_and_knife: 2515 - A library for fast numerical computation. +* [:octocat: caffe](https://github.com/BVLC/caffe) - :star: 30676 :fork_and_knife: 18439 - A fast open framework for deep learning.. +* [:octocat: keras](https://github.com/keras-team/keras) - :star: 49212 :fork_and_knife: 18500 - A high-level neural networks library and capable of running on top of either TensorFlow or Theano. +* [:octocat: mxnet](https://github.com/dmlc/mxnet) - :star: 18897 :fork_and_knife: 6699 - A deep learning framework designed for both efficiency and flexibility. +* [:octocat: pytorch](https://github.com/pytorch/pytorch) - :star: 40808 :fork_and_knife: 10661 - Tensors and Dynamic neural networks in Python with strong GPU acceleration. +* [:octocat: SerpentAI](https://github.com/SerpentAI/SerpentAI) - :star: 5635 :fork_and_knife: 627 - Game agent framework. Use any video game as a deep learning sandbox. +* [:octocat: tensorflow](https://github.com/tensorflow/tensorflow) - :star: 147213 :fork_and_knife: 82297 - The most popular Deep Learning framework created by Google. +* [:octocat: Theano](https://github.com/Theano/Theano) - :star: 9202 :fork_and_knife: 2515 - A library for fast numerical computation. ## DevOps Tools *Software and libraries for DevOps.* -* [:octocat: ansible](https://github.com/ansible/ansible) - :star: 44064 :fork_and_knife: 19366 - A radically simple IT automation platform. +* [:octocat: ansible](https://github.com/ansible/ansible) - :star: 44225 :fork_and_knife: 19438 - A radically simple IT automation platform. * [:earth_americas: cloudinit](https://cloudinit.readthedocs.io/en/latest/) - A multi-distribution package that handles early initialization of a cloud instance. * [:octocat: cuisine](https://github.com/sebastien/cuisine) - :star: 1240 :fork_and_knife: 161 - Chef-like functionality for Fabric. * [:earth_americas: docker-compose](https://docs.docker.com/compose/) - Fast, isolated development environments using [Docker](https://www.docker.com/). -* [:octocat: fabric](https://github.com/fabric/fabric) - :star: 12378 :fork_and_knife: 1812 - A simple, Pythonic tool for remote execution and deployment. +* [:octocat: fabric](https://github.com/fabric/fabric) - :star: 12399 :fork_and_knife: 1806 - A simple, Pythonic tool for remote execution and deployment. * [:octocat: fabtools](https://github.com/fabtools/fabtools) - :star: 1235 :fork_and_knife: 217 - Tools for writing awesome Fabric files. -* [:octocat: honcho](https://github.com/nickstenning/honcho) - :star: 1356 :fork_and_knife: 122 - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications. +* [:octocat: honcho](https://github.com/nickstenning/honcho) - :star: 1359 :fork_and_knife: 122 - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications. * [:earth_americas: OpenStack](https://www.openstack.org/) - Open source software for building private and public clouds. -* [:octocat: pexpect](https://github.com/pexpect/pexpect) - :star: 1866 :fork_and_knife: 416 - Controlling interactive programs in a pseudo-terminal like GNU expect. -* [:octocat: psutil](https://github.com/giampaolo/psutil) - :star: 6438 :fork_and_knife: 1010 - A cross-platform process and system utilities module. -* [:octocat: saltstack](https://github.com/saltstack/salt) - :star: 11132 :fork_and_knife: 4897 - Infrastructure automation and management system. -* [:octocat: supervisor](https://github.com/Supervisor/supervisor) - :star: 6276 :fork_and_knife: 1054 - Supervisor process control system for UNIX. +* [:octocat: pexpect](https://github.com/pexpect/pexpect) - :star: 1873 :fork_and_knife: 415 - Controlling interactive programs in a pseudo-terminal like GNU expect. +* [:octocat: psutil](https://github.com/giampaolo/psutil) - :star: 6474 :fork_and_knife: 1014 - A cross-platform process and system utilities module. +* [:octocat: saltstack](https://github.com/saltstack/salt) - :star: 11163 :fork_and_knife: 4906 - Infrastructure automation and management system. +* [:octocat: supervisor](https://github.com/Supervisor/supervisor) - :star: 6293 :fork_and_knife: 1056 - Supervisor process control system for UNIX. ## Distributed Computing @@ -492,112 +492,112 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * Batch Processing * [:earth_americas: PySpark](https://pypi.org/project/pyspark/) - [Apache Spark](https://spark.apache.org/) Python API. - * [:octocat: dask](https://github.com/dask/dask) - :star: 6966 :fork_and_knife: 1125 - A flexible parallel computing library for analytic computing. - * [:octocat: luigi](https://github.com/spotify/luigi) - :star: 13556 :fork_and_knife: 2151 - A module that helps you build complex pipelines of batch jobs. - * [:octocat: mrjob](https://github.com/Yelp/mrjob) - :star: 2500 :fork_and_knife: 586 - Run MapReduce jobs on Hadoop or Amazon Web Services. - * [:octocat: Ray](https://github.com/ray-project/ray/) - :star: 12428 :fork_and_knife: 1899 - A system for parallel and distributed Python that unifies the machine learning ecosystem. + * [:octocat: dask](https://github.com/dask/dask) - :star: 7013 :fork_and_knife: 1132 - A flexible parallel computing library for analytic computing. + * [:octocat: luigi](https://github.com/spotify/luigi) - :star: 13598 :fork_and_knife: 2155 - A module that helps you build complex pipelines of batch jobs. + * [:octocat: mrjob](https://github.com/Yelp/mrjob) - :star: 2498 :fork_and_knife: 588 - Run MapReduce jobs on Hadoop or Amazon Web Services. + * [:octocat: Ray](https://github.com/ray-project/ray/) - :star: 12585 :fork_and_knife: 1924 - A system for parallel and distributed Python that unifies the machine learning ecosystem. * Stream Processing - * [:octocat: faust](https://github.com/robinhood/faust) - :star: 4762 :fork_and_knife: 375 - A stream processing library, porting the ideas from [Kafka Streams](https://kafka.apache.org/documentation/streams/) to Python. - * [:octocat: streamparse](https://github.com/Parsely/streamparse) - :star: 1412 :fork_and_knife: 217 - Run Python code against real-time streams of data via [Apache Storm](http://storm.apache.org/). + * [:octocat: faust](https://github.com/robinhood/faust) - :star: 4785 :fork_and_knife: 378 - A stream processing library, porting the ideas from [Kafka Streams](https://kafka.apache.org/documentation/streams/) to Python. + * [:octocat: streamparse](https://github.com/Parsely/streamparse) - :star: 1413 :fork_and_knife: 218 - Run Python code against real-time streams of data via [Apache Storm](http://storm.apache.org/). ## Distribution *Libraries to create packaged executables for release distribution.* -* [:octocat: dh-virtualenv](https://github.com/spotify/dh-virtualenv) - :star: 1380 :fork_and_knife: 154 - Build and distribute a virtualenv as a Debian package. +* [:octocat: dh-virtualenv](https://github.com/spotify/dh-virtualenv) - :star: 1382 :fork_and_knife: 154 - Build and distribute a virtualenv as a Debian package. * [:earth_americas: Nuitka](http://nuitka.net/) - Compile scripts, modules, packages to an executable or extension module. * [:earth_americas: py2app](http://pythonhosted.org/py2app/) - Freezes Python scripts (Mac OS X). * [:earth_americas: py2exe](http://www.py2exe.org/) - Freezes Python scripts (Windows). -* [:octocat: PyInstaller](https://github.com/pyinstaller/pyinstaller) - :star: 6941 :fork_and_knife: 1490 - Converts Python programs into stand-alone executables (cross-platform). +* [:octocat: PyInstaller](https://github.com/pyinstaller/pyinstaller) - :star: 6987 :fork_and_knife: 1499 - Converts Python programs into stand-alone executables (cross-platform). * [:earth_americas: pynsist](http://pynsist.readthedocs.io/en/latest/) - A tool to build Windows installers, installers bundle Python itself. -* [:octocat: pyarmor](https://github.com/dashingsoft/pyarmor) - :star: 613 :fork_and_knife: 95 - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. -* [:octocat: shiv](https://github.com/linkedin/shiv) - :star: 963 :fork_and_knife: 55 - A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included. +* [:octocat: pyarmor](https://github.com/dashingsoft/pyarmor) - :star: 625 :fork_and_knife: 96 - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. +* [:octocat: shiv](https://github.com/linkedin/shiv) - :star: 968 :fork_and_knife: 56 - A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included. ## Documentation *Libraries for generating project documentation.* -* [:octocat: sphinx](https://github.com/sphinx-doc/sphinx/) - :star: 3411 :fork_and_knife: 1316 - Python Documentation generator. - * [:octocat: awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc) - :star: 656 :fork_and_knife: 56 -* [:octocat: pdoc](https://github.com/mitmproxy/pdoc) - :star: 664 :fork_and_knife: 96 - Epydoc replacement to auto generate API documentation for Python libraries. -* [:octocat: pycco](https://github.com/pycco-docs/pycco) - :star: 715 :fork_and_knife: 135 - The literate-programming-style documentation generator. +* [:octocat: sphinx](https://github.com/sphinx-doc/sphinx/) - :star: 3424 :fork_and_knife: 1319 - Python Documentation generator. + * [:octocat: awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc) - :star: 661 :fork_and_knife: 57 +* [:octocat: pdoc](https://github.com/mitmproxy/pdoc) - :star: 665 :fork_and_knife: 96 - Epydoc replacement to auto generate API documentation for Python libraries. +* [:octocat: pycco](https://github.com/pycco-docs/pycco) - :star: 716 :fork_and_knife: 135 - The literate-programming-style documentation generator. ## Downloader *Libraries for downloading.* -* [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - :star: 3382 :fork_and_knife: 794 - A command line tool for managing Amazon S3 and CloudFront. -* [:octocat: s4cmd](https://github.com/bloomreach/s4cmd) - :star: 1010 :fork_and_knife: 173 - Super S3 command line tool, good for higher performance. +* [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - :star: 3395 :fork_and_knife: 795 - A command line tool for managing Amazon S3 and CloudFront. +* [:octocat: s4cmd](https://github.com/bloomreach/s4cmd) - :star: 1013 :fork_and_knife: 174 - Super S3 command line tool, good for higher performance. * [:earth_americas: you-get](https://you-get.org/) - A YouTube/Youku/Niconico video downloader written in Python 3. * [:earth_americas: youtube-dl](https://rg3.github.io/youtube-dl/) - A small command-line program to download videos from YouTube. -* [:octocat: akshare](https://github.com/jindaxiang/akshare) - :star: 1965 :fork_and_knife: 364 - A financial data interface library, built for human beings! +* [:octocat: akshare](https://github.com/jindaxiang/akshare) - :star: 2020 :fork_and_knife: 378 - A financial data interface library, built for human beings! ## E-commerce *Frameworks and libraries for e-commerce and payments.* * [:octocat: alipay](https://github.com/lxneng/alipay) - :star: 316 :fork_and_knife: 100 - Unofficial Alipay API for Python. -* [:octocat: Cartridge](https://github.com/stephenmcd/cartridge) - :star: 618 :fork_and_knife: 289 - A shopping cart app built using the Mezzanine. +* [:octocat: Cartridge](https://github.com/stephenmcd/cartridge) - :star: 618 :fork_and_knife: 288 - A shopping cart app built using the Mezzanine. * [:earth_americas: django-oscar](http://oscarcommerce.com/) - An open-source e-commerce framework for Django. -* [:octocat: django-shop](https://github.com/awesto/django-shop) - :star: 2256 :fork_and_knife: 824 - A Django based shop system. +* [:octocat: django-shop](https://github.com/awesto/django-shop) - :star: 2267 :fork_and_knife: 827 - A Django based shop system. * [:octocat: merchant](https://github.com/agiliq/merchant) - :star: 951 :fork_and_knife: 170 - A Django app to accept payments from various payment processors. -* [:octocat: money](https://github.com/carlospalol/money) - :star: 187 :fork_and_knife: 25 - `Money` class with optional CLDR-backed locale-aware formatting and an extensible currency exchange. -* [:octocat: python-currencies](https://github.com/Alir3z4/python-currencies) - :star: 44 :fork_and_knife: 7 - Display money format and its filthy currencies. -* [:octocat: forex-python](https://github.com/MicroPyramid/forex-python) - :star: 326 :fork_and_knife: 101 - Foreign exchange rates, Bitcoin price index and currency conversion. +* [:octocat: money](https://github.com/carlospalol/money) - :star: 186 :fork_and_knife: 25 - `Money` class with optional CLDR-backed locale-aware formatting and an extensible currency exchange. +* [:octocat: python-currencies](https://github.com/Alir3z4/python-currencies) - :star: 43 :fork_and_knife: 7 - Display money format and its filthy currencies. +* [:octocat: forex-python](https://github.com/MicroPyramid/forex-python) - :star: 329 :fork_and_knife: 101 - Foreign exchange rates, Bitcoin price index and currency conversion. * [:earth_americas: saleor](http://getsaleor.com/) - An e-commerce storefront for Django. * [:earth_americas: shoop](https://www.shuup.com/en/) - An open source E-Commerce platform based on Django. ## Editor Plugins and IDEs * Emacs - * [:octocat: elpy](https://github.com/jorgenschaefer/elpy) - :star: 1603 :fork_and_knife: 207 - Emacs Python Development Environment. + * [:octocat: elpy](https://github.com/jorgenschaefer/elpy) - :star: 1610 :fork_and_knife: 208 - Emacs Python Development Environment. * Sublime Text - * [:octocat: anaconda](https://github.com/DamnWidget/anaconda) - :star: 2085 :fork_and_knife: 244 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. - * [:octocat: SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - :star: 895 :fork_and_knife: 105 - A Sublime Text plugin to the awesome auto-complete library Jedi. + * [:octocat: anaconda](https://github.com/DamnWidget/anaconda) - :star: 2084 :fork_and_knife: 244 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. + * [:octocat: SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - :star: 896 :fork_and_knife: 105 - A Sublime Text plugin to the awesome auto-complete library Jedi. * Vim - * [:octocat: jedi-vim](https://github.com/davidhalter/jedi-vim) - :star: 4487 :fork_and_knife: 365 - Vim bindings for the Jedi auto-completion library for Python. - * [:octocat: python-mode](https://github.com/python-mode/python-mode) - :star: 5052 :fork_and_knife: 880 - An all in one plugin for turning Vim into a Python IDE. - * [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - :star: 21563 :fork_and_knife: 2494 - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. + * [:octocat: jedi-vim](https://github.com/davidhalter/jedi-vim) - :star: 4494 :fork_and_knife: 366 - Vim bindings for the Jedi auto-completion library for Python. + * [:octocat: python-mode](https://github.com/python-mode/python-mode) - :star: 5061 :fork_and_knife: 882 - An all in one plugin for turning Vim into a Python IDE. + * [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - :star: 21603 :fork_and_knife: 2498 - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. * Visual Studio - * [:octocat: PTVS](https://github.com/Microsoft/PTVS) - :star: 2280 :fork_and_knife: 636 - Python Tools for Visual Studio. + * [:octocat: PTVS](https://github.com/Microsoft/PTVS) - :star: 2279 :fork_and_knife: 640 - Python Tools for Visual Studio. * Visual Studio Code * [:earth_americas: Python](https://marketplace.visualstudio.com/items?itemName=ms-python.python) - The official VSCode extension with rich support for Python. * IDE * [:earth_americas: PyCharm](https://www.jetbrains.com/pycharm/) - Commercial Python IDE by JetBrains. Has free community edition available. - * [:octocat: spyder](https://github.com/spyder-ide/spyder) - :star: 5555 :fork_and_knife: 1132 - Open Source Python IDE. + * [:octocat: spyder](https://github.com/spyder-ide/spyder) - :star: 5578 :fork_and_knife: 1139 - Open Source Python IDE. ## Email *Libraries for sending and parsing email.* * Mail Servers - * [:octocat: modoboa](https://github.com/modoboa/modoboa) - :star: 1582 :fork_and_knife: 236 - A mail hosting and management platform including a modern Web UI. - * [:octocat: salmon](https://github.com/moggers87/salmon) - :star: 435 :fork_and_knife: 47 - A Python Mail Server. + * [:octocat: modoboa](https://github.com/modoboa/modoboa) - :star: 1591 :fork_and_knife: 236 - A mail hosting and management platform including a modern Web UI. + * [:octocat: salmon](https://github.com/moggers87/salmon) - :star: 438 :fork_and_knife: 47 - A Python Mail Server. * Clients - * [:octocat: imbox](https://github.com/martinrusev/imbox) - :star: 928 :fork_and_knife: 152 - Python IMAP for Humans. - * [:octocat: yagmail](https://github.com/kootenpv/yagmail) - :star: 1800 :fork_and_knife: 198 - Yet another Gmail/SMTP client. + * [:octocat: imbox](https://github.com/martinrusev/imbox) - :star: 931 :fork_and_knife: 152 - Python IMAP for Humans. + * [:octocat: yagmail](https://github.com/kootenpv/yagmail) - :star: 1808 :fork_and_knife: 199 - Yet another Gmail/SMTP client. * Others - * [:octocat: flanker](https://github.com/mailgun/flanker) - :star: 1411 :fork_and_knife: 174 - An email address and Mime parsing library. - * [:octocat: mailer](https://github.com/marrow/mailer) - :star: 198 :fork_and_knife: 43 - High-performance extensible mail delivery framework. + * [:octocat: flanker](https://github.com/mailgun/flanker) - :star: 1411 :fork_and_knife: 175 - An email address and Mime parsing library. + * [:octocat: mailer](https://github.com/marrow/mailer) - :star: 199 :fork_and_knife: 43 - High-performance extensible mail delivery framework. ## Environment Management *Libraries for Python version and virtual environment management.* -* [:octocat: pyenv](https://github.com/pyenv/pyenv) - :star: 20155 :fork_and_knife: 1773 - Simple Python version management. -* [:octocat: virtualenv](https://github.com/pypa/virtualenv) - :star: 3626 :fork_and_knife: 844 - A tool to create isolated Python environments. +* [:octocat: pyenv](https://github.com/pyenv/pyenv) - :star: 20286 :fork_and_knife: 1779 - Simple Python version management. +* [:octocat: virtualenv](https://github.com/pypa/virtualenv) - :star: 3639 :fork_and_knife: 845 - A tool to create isolated Python environments. ## Files *Libraries for file manipulation and MIME type detection.* * [:earth_americas: mimetypes](https://docs.python.org/3/library/mimetypes.html) - (Python standard library) Map filenames to MIME types. -* [:octocat: path.py](https://github.com/jaraco/path.py) - :star: 913 :fork_and_knife: 124 - A module wrapper for [os.path](https://docs.python.org/3/library/os.path.html). +* [:octocat: path.py](https://github.com/jaraco/path.py) - :star: 912 :fork_and_knife: 124 - A module wrapper for [os.path](https://docs.python.org/3/library/os.path.html). * [:earth_americas: pathlib](https://docs.python.org/3/library/pathlib.html) - (Python standard library) An cross-platform, object-oriented path library. -* [:octocat: PyFilesystem2](https://github.com/pyfilesystem/pyfilesystem2) - :star: 1102 :fork_and_knife: 109 - Python's filesystem abstraction layer. -* [:octocat: python-magic](https://github.com/ahupp/python-magic) - :star: 1633 :fork_and_knife: 202 - A Python interface to the libmagic file type identification library. -* [:octocat: Unipath](https://github.com/mikeorr/Unipath) - :star: 488 :fork_and_knife: 36 - An object-oriented approach to file/directory operations. -* [:octocat: watchdog](https://github.com/gorakhargosh/watchdog) - :star: 4174 :fork_and_knife: 517 - API and shell utilities to monitor file system events. +* [:octocat: PyFilesystem2](https://github.com/pyfilesystem/pyfilesystem2) - :star: 1112 :fork_and_knife: 111 - Python's filesystem abstraction layer. +* [:octocat: python-magic](https://github.com/ahupp/python-magic) - :star: 1638 :fork_and_knife: 204 - A Python interface to the libmagic file type identification library. +* [:octocat: Unipath](https://github.com/mikeorr/Unipath) - :star: 489 :fork_and_knife: 36 - An object-oriented approach to file/directory operations. +* [:octocat: watchdog](https://github.com/gorakhargosh/watchdog) - :star: 4185 :fork_and_knife: 516 - API and shell utilities to monitor file system events. ## Foreign Function Interface @@ -612,42 +612,42 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with forms.* -* [:octocat: Deform](https://github.com/Pylons/deform) - :star: 331 :fork_and_knife: 150 - Python HTML form generation library influenced by the formish form generation library. -* [:octocat: django-bootstrap3](https://github.com/dyve/django-bootstrap3) - :star: 2193 :fork_and_knife: 692 - Bootstrap 3 integration with Django. -* [:octocat: django-bootstrap4](https://github.com/zostera/django-bootstrap4) - :star: 764 :fork_and_knife: 187 - Bootstrap 4 integration with Django. -* [:octocat: django-crispy-forms](https://github.com/django-crispy-forms/django-crispy-forms) - :star: 3930 :fork_and_knife: 664 - A Django app which lets you create beautiful forms in a very elegant and DRY way. +* [:octocat: Deform](https://github.com/Pylons/deform) - :star: 331 :fork_and_knife: 151 - Python HTML form generation library influenced by the formish form generation library. +* [:octocat: django-bootstrap3](https://github.com/dyve/django-bootstrap3) - :star: 2194 :fork_and_knife: 691 - Bootstrap 3 integration with Django. +* [:octocat: django-bootstrap4](https://github.com/zostera/django-bootstrap4) - :star: 772 :fork_and_knife: 189 - Bootstrap 4 integration with Django. +* [:octocat: django-crispy-forms](https://github.com/django-crispy-forms/django-crispy-forms) - :star: 3943 :fork_and_knife: 668 - A Django app which lets you create beautiful forms in a very elegant and DRY way. * [:octocat: django-remote-forms](https://github.com/WiserTogether/django-remote-forms) - :star: 199 :fork_and_knife: 100 - A platform independent Django form serializer. -* [:octocat: WTForms](https://github.com/wtforms/wtforms) - :star: 1130 :fork_and_knife: 329 - A flexible forms validation and rendering library. +* [:octocat: WTForms](https://github.com/wtforms/wtforms) - :star: 1137 :fork_and_knife: 329 - A flexible forms validation and rendering library. ## Functional Programming *Functional Programming with Python.* -* [:octocat: Coconut](https://github.com/evhub/coconut) - :star: 2952 :fork_and_knife: 99 - A variant of Python built for simple, elegant, Pythonic functional programming. -* [:octocat: fn.py](https://github.com/kachayev/fn.py) - :star: 3021 :fork_and_knife: 187 - Functional programming in Python: implementation of missing features to enjoy FP. -* [:octocat: funcy](https://github.com/Suor/funcy) - :star: 2330 :fork_and_knife: 115 - A fancy and practical functional tools. -* [:octocat: more-itertools](https://github.com/erikrose/more-itertools) - :star: 1452 :fork_and_knife: 140 - More routines for operating on iterables, beyond `itertools`. -* [:octocat: returns](https://github.com/dry-python/returns) - :star: 1235 :fork_and_knife: 41 - A set of type-safe monads, tranformers, and composition utilities. -* [:octocat: Toolz](https://github.com/pytoolz/toolz) - :star: 2850 :fork_and_knife: 200 - A collection of functional utilities for iterators, functions, and dictionaries. -* [:octocat: CyToolz](https://github.com/pytoolz/cytoolz/) - :star: 720 :fork_and_knife: 53 - Cython implementation of `Toolz`: High performance functional utilities. +* [:octocat: Coconut](https://github.com/evhub/coconut) - :star: 2962 :fork_and_knife: 98 - A variant of Python built for simple, elegant, Pythonic functional programming. +* [:octocat: fn.py](https://github.com/kachayev/fn.py) - :star: 3026 :fork_and_knife: 189 - Functional programming in Python: implementation of missing features to enjoy FP. +* [:octocat: funcy](https://github.com/Suor/funcy) - :star: 2339 :fork_and_knife: 115 - A fancy and practical functional tools. +* [:octocat: more-itertools](https://github.com/erikrose/more-itertools) - :star: 1470 :fork_and_knife: 140 - More routines for operating on iterables, beyond `itertools`. +* [:octocat: returns](https://github.com/dry-python/returns) - :star: 1267 :fork_and_knife: 42 - A set of type-safe monads, tranformers, and composition utilities. +* [:octocat: Toolz](https://github.com/pytoolz/toolz) - :star: 2871 :fork_and_knife: 203 - A collection of functional utilities for iterators, functions, and dictionaries. +* [:octocat: CyToolz](https://github.com/pytoolz/cytoolz/) - :star: 724 :fork_and_knife: 54 - Cython implementation of `Toolz`: High performance functional utilities. ## GUI Development *Libraries for working with graphical user interface applications.* * [:earth_americas: curses](https://docs.python.org/3/library/curses.html) - Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal GUI applications. -* [:octocat: Eel](https://github.com/ChrisKnott/Eel) - :star: 3679 :fork_and_knife: 345 - A library for making simple Electron-like offline HTML/JS GUI apps. -* [:octocat: enaml](https://github.com/nucleic/enaml) - :star: 882 :fork_and_knife: 96 - Creating beautiful user-interfaces with Declarative Syntax like QML. -* [:octocat: Flexx](https://github.com/zoofIO/flexx) - :star: 2358 :fork_and_knife: 224 - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering. -* [:octocat: Gooey](https://github.com/chriskiehl/Gooey) - :star: 9015 :fork_and_knife: 537 - Turn command line programs into a full GUI application with one line. +* [:octocat: Eel](https://github.com/ChrisKnott/Eel) - :star: 3696 :fork_and_knife: 351 - A library for making simple Electron-like offline HTML/JS GUI apps. +* [:octocat: enaml](https://github.com/nucleic/enaml) - :star: 926 :fork_and_knife: 99 - Creating beautiful user-interfaces with Declarative Syntax like QML. +* [:octocat: Flexx](https://github.com/zoofIO/flexx) - :star: 2365 :fork_and_knife: 224 - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering. +* [:octocat: Gooey](https://github.com/chriskiehl/Gooey) - :star: 9055 :fork_and_knife: 540 - Turn command line programs into a full GUI application with one line. * [:earth_americas: kivy](https://kivy.org/) - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS. * [:earth_americas: pyglet](https://bitbucket.org/pyglet/pyglet/wiki/Home) - A cross-platform windowing and multimedia library for Python. * [:earth_americas: PyGObject](https://wiki.gnome.org/Projects/PyGObject) - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3). * [:earth_americas: PyQt](https://riverbankcomputing.com/software/pyqt/intro) - Python bindings for the [Qt](https://www.qt.io/) cross-platform application and UI framework. -* [:octocat: PySimpleGUI](https://github.com/PySimpleGUI/PySimpleGUI) - :star: 4137 :fork_and_knife: 647 - Wrapper for tkinter, Qt, WxPython and Remi. -* [:octocat: pywebview](https://github.com/r0x0r/pywebview/) - :star: 1921 :fork_and_knife: 251 - A lightweight cross-platform native wrapper around a webview component. +* [:octocat: PySimpleGUI](https://github.com/PySimpleGUI/PySimpleGUI) - :star: 4229 :fork_and_knife: 657 - Wrapper for tkinter, Qt, WxPython and Remi. +* [:octocat: pywebview](https://github.com/r0x0r/pywebview/) - :star: 1941 :fork_and_knife: 255 - A lightweight cross-platform native wrapper around a webview component. * [:earth_americas: Tkinter](https://wiki.python.org/moin/TkInter) - Tkinter is Python's de-facto standard GUI package. -* [:octocat: Toga](https://github.com/pybee/toga) - :star: 2334 :fork_and_knife: 417 - A Python native, OS native GUI toolkit. +* [:octocat: Toga](https://github.com/pybee/toga) - :star: 2349 :fork_and_knife: 418 - A Python native, OS native GUI toolkit. * [:earth_americas: urwid](http://urwid.org/) - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc. * [:earth_americas: wxPython](https://wxpython.org/) - A blending of the wxWidgets C++ class library with the Python. @@ -656,8 +656,8 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with GraphQL.* * [:earth_americas: tartiflette](https://tartiflette.io) - SDL-first GraphQL engine implementation for Python 3.6+ and asyncio. -* [:octocat: tartiflette-aiohttp](https://github.com/tartiflette/tartiflette-aiohttp/) - :star: 42 :fork_and_knife: 4 - An `aiohttp`-based wrapper for Tartiflette to expose GraphQL APIs over HTTP. -* [:octocat: tartiflette-asgi](https://github.com/tartiflette/tartiflette-asgi/) - :star: 62 :fork_and_knife: 9 - ASGI support for the Tartiflette GraphQL engine. +* [:octocat: tartiflette-aiohttp](https://github.com/tartiflette/tartiflette-aiohttp/) - :star: 43 :fork_and_knife: 5 - An `aiohttp`-based wrapper for Tartiflette to expose GraphQL APIs over HTTP. +* [:octocat: tartiflette-asgi](https://github.com/tartiflette/tartiflette-asgi/) - :star: 65 :fork_and_knife: 9 - ASGI support for the Tartiflette GraphQL engine. ## Game Development @@ -676,11 +676,11 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for geocoding addresses and working with latitudes and longitudes.* -* [:octocat: django-countries](https://github.com/SmileyChris/django-countries) - :star: 840 :fork_and_knife: 203 - A Django app that provides a country field for models and forms. +* [:octocat: django-countries](https://github.com/SmileyChris/django-countries) - :star: 846 :fork_and_knife: 203 - A Django app that provides a country field for models and forms. * [:earth_americas: GeoDjango](https://docs.djangoproject.com/en/dev/ref/contrib/gis/) - A world-class geographic web framework. * [:octocat: GeoIP](https://github.com/maxmind/geoip-api-python) - :star: 207 :fork_and_knife: 61 - Python API for MaxMind GeoIP Legacy Database. -* [:octocat: geojson](https://github.com/frewsxcv/python-geojson) - :star: 557 :fork_and_knife: 73 - Python bindings and utilities for GeoJSON. -* [:octocat: geopy](https://github.com/geopy/geopy) - :star: 2942 :fork_and_knife: 505 - Python Geocoding Toolbox. +* [:octocat: geojson](https://github.com/frewsxcv/python-geojson) - :star: 557 :fork_and_knife: 74 - Python bindings and utilities for GeoJSON. +* [:octocat: geopy](https://github.com/geopy/geopy) - :star: 2956 :fork_and_knife: 506 - Python Geocoding Toolbox. * [:octocat: pygeoip](https://github.com/appliedsec/pygeoip) - :star: 481 :fork_and_knife: 109 - Pure Python GeoIP API. ## HTML Manipulation @@ -688,90 +688,90 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with HTML and XML.* * [:earth_americas: BeautifulSoup](https://www.crummy.com/software/BeautifulSoup/bs4/doc/) - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML. -* [:octocat: bleach](https://github.com/mozilla/bleach) - :star: 1947 :fork_and_knife: 213 - A whitelist-based HTML sanitization and text linkification library. +* [:octocat: bleach](https://github.com/mozilla/bleach) - :star: 1954 :fork_and_knife: 213 - A whitelist-based HTML sanitization and text linkification library. * [:earth_americas: cssutils](https://pypi.org/project/cssutils/) - A CSS library for Python. -* [:octocat: html5lib](https://github.com/html5lib/html5lib-python) - :star: 852 :fork_and_knife: 242 - A standards-compliant library for parsing and serializing HTML documents and fragments. +* [:octocat: html5lib](https://github.com/html5lib/html5lib-python) - :star: 852 :fork_and_knife: 245 - A standards-compliant library for parsing and serializing HTML documents and fragments. * [:earth_americas: lxml](http://lxml.de/) - A very fast, easy-to-use and versatile library for handling HTML and XML. -* [:octocat: MarkupSafe](https://github.com/pallets/markupsafe) - :star: 336 :fork_and_knife: 90 - Implements a XML/HTML/XHTML Markup safe string for Python. +* [:octocat: MarkupSafe](https://github.com/pallets/markupsafe) - :star: 337 :fork_and_knife: 88 - Implements a XML/HTML/XHTML Markup safe string for Python. * [:octocat: pyquery](https://github.com/gawel/pyquery) - :star: 1876 :fork_and_knife: 158 - A jQuery-like library for parsing HTML. * [:octocat: untangle](https://github.com/stchris/untangle) - :star: 472 :fork_and_knife: 66 - Converts XML documents to Python objects for easy access. * [:earth_americas: WeasyPrint](http://weasyprint.org) - A visual rendering engine for HTML and CSS that can export to PDF. * [:earth_americas: xmldataset](https://xmldataset.readthedocs.io/en/latest/) - Simple XML Parsing. -* [:octocat: xmltodict](https://github.com/martinblech/xmltodict) - :star: 4031 :fork_and_knife: 388 - Working with XML feel like you are working with JSON. +* [:octocat: xmltodict](https://github.com/martinblech/xmltodict) - :star: 4043 :fork_and_knife: 391 - Working with XML feel like you are working with JSON. ## HTTP Clients *Libraries for working with HTTP.* -* [:octocat: grequests](https://github.com/spyoungtech/grequests) - :star: 3450 :fork_and_knife: 308 - requests + gevent for asynchronous HTTP requests. -* [:octocat: httplib2](https://github.com/httplib2/httplib2) - :star: 373 :fork_and_knife: 126 - Comprehensive HTTP client library. -* [:octocat: httpx](https://github.com/encode/httpx) - :star: 5239 :fork_and_knife: 320 - A next generation HTTP client for Python. -* [:octocat: requests](https://github.com/psf/requests) - :star: 43087 :fork_and_knife: 7800 - HTTP Requests for Humans. +* [:octocat: grequests](https://github.com/spyoungtech/grequests) - :star: 3455 :fork_and_knife: 308 - requests + gevent for asynchronous HTTP requests. +* [:octocat: httplib2](https://github.com/httplib2/httplib2) - :star: 378 :fork_and_knife: 127 - Comprehensive HTTP client library. +* [:octocat: httpx](https://github.com/encode/httpx) - :star: 5301 :fork_and_knife: 324 - A next generation HTTP client for Python. +* [:octocat: requests](https://github.com/psf/requests) - :star: 43191 :fork_and_knife: 7813 - HTTP Requests for Humans. * [:octocat: treq](https://github.com/twisted/treq) - :star: 504 :fork_and_knife: 137 - Python requests like API built on top of Twisted's HTTP client. -* [:octocat: urllib3](https://github.com/shazow/urllib3) - :star: 2385 :fork_and_knife: 766 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. +* [:octocat: urllib3](https://github.com/shazow/urllib3) - :star: 2393 :fork_and_knife: 767 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. ## Hardware *Libraries for programming with hardware.* * [:earth_americas: ino](http://inotool.org/) - Command line toolkit for working with [Arduino](https://www.arduino.cc/). -* [:octocat: keyboard](https://github.com/boppreh/keyboard) - :star: 1981 :fork_and_knife: 232 - Hook and simulate global keyboard events on Windows and Linux. -* [:octocat: mouse](https://github.com/boppreh/mouse) - :star: 332 :fork_and_knife: 52 - Hook and simulate global mouse events on Windows and Linux. +* [:octocat: keyboard](https://github.com/boppreh/keyboard) - :star: 1998 :fork_and_knife: 235 - Hook and simulate global keyboard events on Windows and Linux. +* [:octocat: mouse](https://github.com/boppreh/mouse) - :star: 335 :fork_and_knife: 53 - Hook and simulate global mouse events on Windows and Linux. * [:earth_americas: Pingo](http://www.pingo.io/) - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc. -* [:octocat: PyUserInput](https://github.com/SavinaRoja/PyUserInput) - :star: 926 :fork_and_knife: 235 - A module for cross-platform control of the mouse and keyboard. -* [:octocat: scapy](https://github.com/secdev/scapy) - :star: 5404 :fork_and_knife: 1245 - A brilliant packet manipulation library. -* [:octocat: wifi](https://github.com/rockymeza/wifi) - :star: 268 :fork_and_knife: 138 - A Python library and command line tool for working with WiFi on Linux. +* [:octocat: PyUserInput](https://github.com/SavinaRoja/PyUserInput) - :star: 925 :fork_and_knife: 234 - A module for cross-platform control of the mouse and keyboard. +* [:octocat: scapy](https://github.com/secdev/scapy) - :star: 5441 :fork_and_knife: 1254 - A brilliant packet manipulation library. +* [:octocat: wifi](https://github.com/rockymeza/wifi) - :star: 267 :fork_and_knife: 139 - A Python library and command line tool for working with WiFi on Linux. ## Image Processing *Libraries for manipulating images.* -* [:octocat: hmap](https://github.com/rossgoodwin/hmap) - :star: 176 :fork_and_knife: 21 - Image histogram remapping. +* [:octocat: hmap](https://github.com/rossgoodwin/hmap) - :star: 175 :fork_and_knife: 21 - Image histogram remapping. * [:earth_americas: imgSeek](https://sourceforge.net/projects/imgseek/) - A project for searching a collection of images using visual similarity. -* [:octocat: nude.py](https://github.com/hhatto/nude.py) - :star: 731 :fork_and_knife: 122 - Nudity detection. +* [:octocat: nude.py](https://github.com/hhatto/nude.py) - :star: 732 :fork_and_knife: 122 - Nudity detection. * [:octocat: pagan](https://github.com/daboth/pagan) - :star: 187 :fork_and_knife: 22 - Retro identicon (Avatar) generation based on input string and hash. -* [:octocat: pillow](https://github.com/python-pillow/Pillow) - :star: 7553 :fork_and_knife: 1488 - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork. +* [:octocat: pillow](https://github.com/python-pillow/Pillow) - :star: 7596 :fork_and_knife: 1494 - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork. * [:earth_americas: pyBarcode](https://pythonhosted.org/pyBarcode/) - Create barcodes in Python without needing PIL. -* [:octocat: pygram](https://github.com/ajkumar25/pygram) - :star: 90 :fork_and_knife: 12 - Instagram-like image filters. -* [:octocat: python-qrcode](https://github.com/lincolnloop/python-qrcode) - :star: 2172 :fork_and_knife: 399 - A pure Python QR Code generator. -* [:octocat: Quads](https://github.com/fogleman/Quads) - :star: 941 :fork_and_knife: 105 - Computer art based on quadtrees. +* [:octocat: pygram](https://github.com/ajkumar25/pygram) - :star: 91 :fork_and_knife: 12 - Instagram-like image filters. +* [:octocat: python-qrcode](https://github.com/lincolnloop/python-qrcode) - :star: 2184 :fork_and_knife: 403 - A pure Python QR Code generator. +* [:octocat: Quads](https://github.com/fogleman/Quads) - :star: 941 :fork_and_knife: 106 - Computer art based on quadtrees. * [:earth_americas: scikit-image](http://scikit-image.org/) - A Python library for (scientific) image processing. -* [:octocat: thumbor](https://github.com/thumbor/thumbor) - :star: 7846 :fork_and_knife: 679 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. -* [:octocat: wand](https://github.com/dahlia/wand) - :star: 1004 :fork_and_knife: 183 - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick. +* [:octocat: thumbor](https://github.com/thumbor/thumbor) - :star: 7875 :fork_and_knife: 680 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. +* [:octocat: wand](https://github.com/dahlia/wand) - :star: 1008 :fork_and_knife: 184 - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick. ## Implementations *Implementations of Python.* -* [:octocat: CPython](https://github.com/python/cpython) - :star: 32632 :fork_and_knife: 15543 - **Default, most widely used implementation of the Python programming language written in C.** +* [:octocat: CPython](https://github.com/python/cpython) - :star: 32863 :fork_and_knife: 15684 - **Default, most widely used implementation of the Python programming language written in C.** * [:earth_americas: Cython](http://cython.org/) - Optimizing Static Compiler for Python. * [:octocat: CLPython](https://github.com/metawilm/cl-python) - :star: 298 :fork_and_knife: 34 - Implementation of the Python programming language written in Common Lisp. -* [:octocat: Grumpy](https://github.com/google/grumpy) - :star: 10103 :fork_and_knife: 650 - More compiler than interpreter as more powerful CPython2.7 replacement (alpha). -* [:octocat: IronPython](https://github.com/IronLanguages/ironpython3) - :star: 1168 :fork_and_knife: 153 - Implementation of the Python programming language written in C#. +* [:octocat: Grumpy](https://github.com/google/grumpy) - :star: 10116 :fork_and_knife: 651 - More compiler than interpreter as more powerful CPython2.7 replacement (alpha). +* [:octocat: IronPython](https://github.com/IronLanguages/ironpython3) - :star: 1177 :fork_and_knife: 151 - Implementation of the Python programming language written in C#. * [:earth_americas: Jython](https://hg.python.org/jython) - Implementation of Python programming language written in Java for the JVM. -* [:octocat: MicroPython](https://github.com/micropython/micropython) - :star: 10864 :fork_and_knife: 3555 - A lean and efficient Python programming language implementation. +* [:octocat: MicroPython](https://github.com/micropython/micropython) - :star: 10913 :fork_and_knife: 3576 - A lean and efficient Python programming language implementation. * [:earth_americas: Numba](http://numba.pydata.org/) - Python JIT compiler to LLVM aimed at scientific Python. -* [:octocat: PeachPy](https://github.com/Maratyszcza/PeachPy) - :star: 1425 :fork_and_knife: 125 - x86-64 assembler embedded in Python. -* [:octocat: Pyjion](https://github.com/Microsoft/Pyjion) - :star: 1343 :fork_and_knife: 67 - A JIT for Python based upon CoreCLR. +* [:octocat: PeachPy](https://github.com/Maratyszcza/PeachPy) - :star: 1427 :fork_and_knife: 125 - x86-64 assembler embedded in Python. +* [:octocat: Pyjion](https://github.com/Microsoft/Pyjion) - :star: 1345 :fork_and_knife: 70 - A JIT for Python based upon CoreCLR. * [:earth_americas: PyPy](https://foss.heptapod.net/pypy/pypy) - A very fast and compliant implementation of the Python language. -* [:octocat: Pyston](https://github.com/dropbox/pyston) - :star: 4534 :fork_and_knife: 304 - A Python implementation using JIT techniques. -* [:octocat: Stackless Python](https://github.com/stackless-dev/stackless) - :star: 607 :fork_and_knife: 43 - An enhanced version of the Python programming language. +* [:octocat: Pyston](https://github.com/dropbox/pyston) - :star: 4534 :fork_and_knife: 303 - A Python implementation using JIT techniques. +* [:octocat: Stackless Python](https://github.com/stackless-dev/stackless) - :star: 611 :fork_and_knife: 44 - An enhanced version of the Python programming language. ## Interactive Interpreter *Interactive Python interpreters (REPL).* -* [:octocat: bpython](https://github.com/bpython/bpython) - :star: 1536 :fork_and_knife: 176 - A fancy interface to the Python interpreter. +* [:octocat: bpython](https://github.com/bpython/bpython) - :star: 1542 :fork_and_knife: 176 - A fancy interface to the Python interpreter. * [:earth_americas: Jupyter Notebook (IPython)](https://jupyter.org) - A rich toolkit to help you make the most out of using Python interactively. - * [:octocat: awesome-jupyter](https://github.com/markusschanta/awesome-jupyter) - :star: 1756 :fork_and_knife: 225 -* [:octocat: ptpython](https://github.com/jonathanslenders/ptpython) - :star: 3701 :fork_and_knife: 205 - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit). + * [:octocat: awesome-jupyter](https://github.com/markusschanta/awesome-jupyter) - :star: 1779 :fork_and_knife: 225 +* [:octocat: ptpython](https://github.com/jonathanslenders/ptpython) - :star: 3709 :fork_and_knife: 205 - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit). ## Internationalization *Libraries for working with i18n.* * [:earth_americas: Babel](http://babel.pocoo.org/en/latest/) - An internationalization library for Python. -* [:octocat: PyICU](https://github.com/ovalhub/pyicu) - :star: 117 :fork_and_knife: 46 - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)). +* [:octocat: PyICU](https://github.com/ovalhub/pyicu) - :star: 117 :fork_and_knife: 48 - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)). ## Job Scheduler @@ -783,8 +783,8 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: gunnery](https://github.com/gunnery/gunnery) - :star: 717 :fork_and_knife: 76 - Multipurpose task execution tool for distributed systems with web-based interface. * [:earth_americas: Joblib](https://joblib.readthedocs.io/) - A set of tools to provide lightweight pipelining in Python. * [:octocat: Plan](https://github.com/fengsp/plan) - :star: 1110 :fork_and_knife: 94 - Writing crontab file in Python like a charm. -* [:octocat: schedule](https://github.com/dbader/schedule) - :star: 7543 :fork_and_knife: 698 - Python job scheduling for humans. -* [:octocat: Spiff](https://github.com/knipknap/SpiffWorkflow) - :star: 894 :fork_and_knife: 218 - A powerful workflow engine implemented in pure Python. +* [:octocat: schedule](https://github.com/dbader/schedule) - :star: 7577 :fork_and_knife: 703 - Python job scheduling for humans. +* [:octocat: Spiff](https://github.com/knipknap/SpiffWorkflow) - :star: 897 :fork_and_knife: 220 - A powerful workflow engine implemented in pure Python. * [:earth_americas: TaskFlow](https://docs.openstack.org/developer/taskflow/) - A Python library that helps to make task execution easy, consistent and reliable. * [:earth_americas: Airflow](https://airflow.apache.org/) - Airflow is a platform to programmatically author, schedule and monitor workflows. @@ -792,22 +792,22 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for generating and working with logs.* -* [:octocat: Eliot](https://github.com/ScatterHQ/eliot) - :star: 782 :fork_and_knife: 51 - Logging for complex & distributed systems. +* [:octocat: Eliot](https://github.com/ScatterHQ/eliot) - :star: 790 :fork_and_knife: 51 - Logging for complex & distributed systems. * [:earth_americas: logbook](http://logbook.readthedocs.io/en/stable/) - Logging replacement for Python. * [:earth_americas: logging](https://docs.python.org/3/library/logging.html) - (Python standard library) Logging facility for Python. -* [:octocat: raven](https://github.com/getsentry/raven-python) - :star: 1667 :fork_and_knife: 801 - Python client for Sentry, a log/error tracking, crash reporting and aggregation platform for web applications. +* [:octocat: raven](https://github.com/getsentry/raven-python) - :star: 1666 :fork_and_knife: 800 - Python client for Sentry, a log/error tracking, crash reporting and aggregation platform for web applications. ## Machine Learning *Libraries for Machine Learning. Also see [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning#python).* -* [:octocat: H2O](https://github.com/h2oai/h2o-3) - :star: 4916 :fork_and_knife: 1755 - Open Source Fast Scalable Machine Learning Platform. -* [:octocat: Metrics](https://github.com/benhamner/Metrics) - :star: 1333 :fork_and_knife: 417 - Machine learning evaluation metrics. -* [:octocat: NuPIC](https://github.com/numenta/nupic) - :star: 6107 :fork_and_knife: 1581 - Numenta Platform for Intelligent Computing. +* [:octocat: H2O](https://github.com/h2oai/h2o-3) - :star: 4932 :fork_and_knife: 1761 - Open Source Fast Scalable Machine Learning Platform. +* [:octocat: Metrics](https://github.com/benhamner/Metrics) - :star: 1341 :fork_and_knife: 418 - Machine learning evaluation metrics. +* [:octocat: NuPIC](https://github.com/numenta/nupic) - :star: 6109 :fork_and_knife: 1583 - Numenta Platform for Intelligent Computing. * [:earth_americas: scikit-learn](http://scikit-learn.org/) - The most popular Python library for Machine Learning. * [:earth_americas: Spark ML](http://spark.apache.org/docs/latest/ml-guide.html) - [Apache Spark](http://spark.apache.org/)'s scalable Machine Learning library. * [:octocat: vowpal_porpoise](https://github.com/josephreisinger/vowpal_porpoise) - :star: 156 :fork_and_knife: 30 - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). -* [:octocat: xgboost](https://github.com/dmlc/xgboost) - :star: 19478 :fork_and_knife: 7630 - A scalable, portable, and distributed gradient boosting library. +* [:octocat: xgboost](https://github.com/dmlc/xgboost) - :star: 19545 :fork_and_knife: 7648 - A scalable, portable, and distributed gradient boosting library. ## Microsoft Windows @@ -815,18 +815,18 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: Python(x,y)](http://python-xy.github.io/) - Scientific-applications-oriented Python Distribution based on Qt and Spyder. * [:earth_americas: pythonlibs](http://www.lfd.uci.edu/~gohlke/pythonlibs/) - Unofficial Windows binaries for Python extension packages. -* [:octocat: PythonNet](https://github.com/pythonnet/pythonnet) - :star: 2186 :fork_and_knife: 410 - Python Integration with the .NET Common Language Runtime (CLR). -* [:octocat: PyWin32](https://github.com/mhammond/pywin32) - :star: 2418 :fork_and_knife: 495 - Python Extensions for Windows. +* [:octocat: PythonNet](https://github.com/pythonnet/pythonnet) - :star: 2203 :fork_and_knife: 412 - Python Integration with the .NET Common Language Runtime (CLR). +* [:octocat: PyWin32](https://github.com/mhammond/pywin32) - :star: 2450 :fork_and_knife: 499 - Python Extensions for Windows. * [:earth_americas: WinPython](https://winpython.github.io/) - Portable development environment for Windows 7/8. ## Miscellaneous *Useful libraries or tools that don't fit in the categories above.* -* [:octocat: blinker](https://github.com/jek/blinker) - :star: 1097 :fork_and_knife: 142 - A fast Python in-process signal/event dispatching system. -* [:octocat: boltons](https://github.com/mahmoud/boltons) - :star: 5192 :fork_and_knife: 280 - A set of pure-Python utilities. -* [:octocat: itsdangerous](https://github.com/pallets/itsdangerous) - :star: 2023 :fork_and_knife: 174 - Various helpers to pass trusted data to untrusted environments. -* [:octocat: pluginbase](https://github.com/mitsuhiko/pluginbase) - :star: 892 :fork_and_knife: 132 - A simple but flexible plugin system for Python. +* [:octocat: blinker](https://github.com/jek/blinker) - :star: 1099 :fork_and_knife: 142 - A fast Python in-process signal/event dispatching system. +* [:octocat: boltons](https://github.com/mahmoud/boltons) - :star: 5199 :fork_and_knife: 281 - A set of pure-Python utilities. +* [:octocat: itsdangerous](https://github.com/pallets/itsdangerous) - :star: 2031 :fork_and_knife: 173 - Various helpers to pass trusted data to untrusted environments. +* [:octocat: pluginbase](https://github.com/mitsuhiko/pluginbase) - :star: 894 :fork_and_knife: 134 - A simple but flexible plugin system for Python. * [:earth_americas: tryton](http://www.tryton.org/) - A general purpose business framework. ## Natural Language Processing @@ -834,35 +834,35 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with human languages.* - General - * [:octocat: gensim](https://github.com/RaRe-Technologies/gensim) - :star: 11009 :fork_and_knife: 3784 - Topic Modeling for Humans. - * [:octocat: langid.py](https://github.com/saffsd/langid.py) - :star: 1622 :fork_and_knife: 264 - Stand-alone language identification system. + * [:octocat: gensim](https://github.com/RaRe-Technologies/gensim) - :star: 11049 :fork_and_knife: 3794 - Topic Modeling for Humans. + * [:octocat: langid.py](https://github.com/saffsd/langid.py) - :star: 1626 :fork_and_knife: 264 - Stand-alone language identification system. * [:earth_americas: nltk](http://www.nltk.org/) - A leading platform for building Python programs to work with human language data. - * [:octocat: pattern](https://github.com/clips/pattern) - :star: 7502 :fork_and_knife: 1490 - A web mining module. - * [:octocat: polyglot](https://github.com/aboSamoor/polyglot) - :star: 1638 :fork_and_knife: 280 - Natural language pipeline supporting hundreds of languages. - * [:octocat: pytext](https://github.com/facebookresearch/pytext) - :star: 5940 :fork_and_knife: 738 - A natural language modeling framework based on PyTorch. - * [:octocat: PyTorch-NLP](https://github.com/PetrochukM/PyTorch-NLP) - :star: 1756 :fork_and_knife: 208 - A toolkit enabling rapid deep learning NLP prototyping for research. + * [:octocat: pattern](https://github.com/clips/pattern) - :star: 7519 :fork_and_knife: 1495 - A web mining module. + * [:octocat: polyglot](https://github.com/aboSamoor/polyglot) - :star: 1642 :fork_and_knife: 280 - Natural language pipeline supporting hundreds of languages. + * [:octocat: pytext](https://github.com/facebookresearch/pytext) - :star: 5948 :fork_and_knife: 739 - A natural language modeling framework based on PyTorch. + * [:octocat: PyTorch-NLP](https://github.com/PetrochukM/PyTorch-NLP) - :star: 1764 :fork_and_knife: 209 - A toolkit enabling rapid deep learning NLP prototyping for research. * [:earth_americas: spacy](https://spacy.io/) - A library for industrial-strength natural language processing in Python and Cython. - * [:octocat: Stanza](https://github.com/stanfordnlp/stanza) - :star: 4448 :fork_and_knife: 566 - The Stanford NLP Group's official Python library, supporting 60+ languages. + * [:octocat: Stanza](https://github.com/stanfordnlp/stanza) - :star: 4490 :fork_and_knife: 573 - The Stanford NLP Group's official Python library, supporting 60+ languages. - Chinese - * [:octocat: jieba](https://github.com/fxsjy/jieba) - :star: 23650 :fork_and_knife: 5807 - The most popular Chinese text segmentation library. - * [:octocat: pkuseg-python](https://github.com/lancopku/pkuseg-python) - :star: 4950 :fork_and_knife: 788 - A toolkit for Chinese word segmentation in various domains. - * [:octocat: snownlp](https://github.com/isnowfy/snownlp) - :star: 4868 :fork_and_knife: 1189 - A library for processing Chinese text. - * [:octocat: funNLP](https://github.com/fighting41love/funNLP) - :star: 22588 :fork_and_knife: 6854 - A collection of tools and datasets for Chinese NLP. + * [:octocat: jieba](https://github.com/fxsjy/jieba) - :star: 23749 :fork_and_knife: 5823 - The most popular Chinese text segmentation library. + * [:octocat: pkuseg-python](https://github.com/lancopku/pkuseg-python) - :star: 4970 :fork_and_knife: 790 - A toolkit for Chinese word segmentation in various domains. + * [:octocat: snownlp](https://github.com/isnowfy/snownlp) - :star: 4890 :fork_and_knife: 1195 - A library for processing Chinese text. + * [:octocat: funNLP](https://github.com/fighting41love/funNLP) - :star: 22956 :fork_and_knife: 6965 - A collection of tools and datasets for Chinese NLP. ## Network Virtualization *Tools and libraries for Virtual Networking and SDN (Software Defined Networking).* -* [:octocat: mininet](https://github.com/mininet/mininet) - :star: 3469 :fork_and_knife: 1401 - A popular network emulator and API written in Python. -* [:octocat: napalm](https://github.com/napalm-automation/napalm) - :star: 1521 :fork_and_knife: 431 - Cross-vendor API to manipulate network devices. -* [:octocat: pox](https://github.com/noxrepo/pox) - :star: 494 :fork_and_knife: 433 - A Python-based SDN control applications, such as OpenFlow SDN controllers. +* [:octocat: mininet](https://github.com/mininet/mininet) - :star: 3482 :fork_and_knife: 1401 - A popular network emulator and API written in Python. +* [:octocat: napalm](https://github.com/napalm-automation/napalm) - :star: 1532 :fork_and_knife: 431 - Cross-vendor API to manipulate network devices. +* [:octocat: pox](https://github.com/noxrepo/pox) - :star: 495 :fork_and_knife: 434 - A Python-based SDN control applications, such as OpenFlow SDN controllers. ## News Feed *Libraries for building user's activities.* -* [:octocat: django-activity-stream](https://github.com/justquick/django-activity-stream) - :star: 1778 :fork_and_knife: 453 - Generating generic activity streams from the actions on your site. -* [:octocat: Stream Framework](https://github.com/tschellenbach/Stream-Framework) - :star: 4340 :fork_and_knife: 538 - Building news feed and notification systems using Cassandra and Redis. +* [:octocat: django-activity-stream](https://github.com/justquick/django-activity-stream) - :star: 1782 :fork_and_knife: 453 - Generating generic activity streams from the actions on your site. +* [:octocat: Stream Framework](https://github.com/tschellenbach/Stream-Framework) - :star: 4349 :fork_and_knife: 540 - Building news feed and notification systems using Cassandra and Redis. ## ORM @@ -871,18 +871,18 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * Relational Databases * [:earth_americas: Django Models](https://docs.djangoproject.com/en/dev/topics/db/models/) - The Django ORM. * [:earth_americas: SQLAlchemy](https://www.sqlalchemy.org/) - The Python SQL Toolkit and Object Relational Mapper. - * [:octocat: awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) - :star: 2102 :fork_and_knife: 124 - * [:octocat: dataset](https://github.com/pudo/dataset) - :star: 3845 :fork_and_knife: 245 - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL. - * [:octocat: orator](https://github.com/sdispater/orator) - :star: 1102 :fork_and_knife: 143 - The Orator ORM provides a simple yet beautiful ActiveRecord implementation. - * [:octocat: orm](https://github.com/encode/orm) - :star: 993 :fork_and_knife: 49 - An async ORM. - * [:octocat: peewee](https://github.com/coleifer/peewee) - :star: 7692 :fork_and_knife: 1216 - A small, expressive ORM. - * [:octocat: pony](https://github.com/ponyorm/pony/) - :star: 2256 :fork_and_knife: 172 - ORM that provides a generator-oriented interface to SQL. - * [:octocat: pydal](https://github.com/web2py/pydal/) - :star: 322 :fork_and_knife: 113 - A pure Python Database Abstraction Layer. + * [:octocat: awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) - :star: 2103 :fork_and_knife: 125 + * [:octocat: dataset](https://github.com/pudo/dataset) - :star: 3850 :fork_and_knife: 245 - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL. + * [:octocat: orator](https://github.com/sdispater/orator) - :star: 1110 :fork_and_knife: 142 - The Orator ORM provides a simple yet beautiful ActiveRecord implementation. + * [:octocat: orm](https://github.com/encode/orm) - :star: 1008 :fork_and_knife: 51 - An async ORM. + * [:octocat: peewee](https://github.com/coleifer/peewee) - :star: 7714 :fork_and_knife: 1221 - A small, expressive ORM. + * [:octocat: pony](https://github.com/ponyorm/pony/) - :star: 2263 :fork_and_knife: 173 - ORM that provides a generator-oriented interface to SQL. + * [:octocat: pydal](https://github.com/web2py/pydal/) - :star: 324 :fork_and_knife: 113 - A pure Python Database Abstraction Layer. * NoSQL Databases - * [:octocat: hot-redis](https://github.com/stephenmcd/hot-redis) - :star: 261 :fork_and_knife: 25 - Rich Python data types for Redis. - * [:octocat: mongoengine](https://github.com/MongoEngine/mongoengine) - :star: 3212 :fork_and_knife: 1103 - A Python Object-Document-Mapper for working with MongoDB. - * [:octocat: PynamoDB](https://github.com/pynamodb/PynamoDB) - :star: 1290 :fork_and_knife: 317 - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). - * [:octocat: redisco](https://github.com/kiddouk/redisco) - :star: 433 :fork_and_knife: 86 - A Python Library for Simple Models and Containers Persisted in Redis. + * [:octocat: hot-redis](https://github.com/stephenmcd/hot-redis) - :star: 262 :fork_and_knife: 25 - Rich Python data types for Redis. + * [:octocat: mongoengine](https://github.com/MongoEngine/mongoengine) - :star: 3224 :fork_and_knife: 1107 - A Python Object-Document-Mapper for working with MongoDB. + * [:octocat: PynamoDB](https://github.com/pynamodb/PynamoDB) - :star: 1297 :fork_and_knife: 319 - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). + * [:octocat: redisco](https://github.com/kiddouk/redisco) - :star: 432 :fork_and_knife: 85 - A Python Library for Simple Models and Containers Persisted in Redis. ## Package Management @@ -890,46 +890,46 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: pip](https://pip.pypa.io/en/stable/) - The package installer for Python. * [:earth_americas: PyPI](https://pypi.org/) - * [:octocat: pip-tools](https://github.com/jazzband/pip-tools) - :star: 4397 :fork_and_knife: 389 - A set of tools to keep your pinned Python dependencies fresh. -* [:octocat: poetry](https://github.com/sdispater/poetry) - :star: 11533 :fork_and_knife: 835 - Python dependency management and packaging made easy. -* [:octocat: conda](https://github.com/conda/conda/) - :star: 3715 :fork_and_knife: 942 - Cross-platform, Python-agnostic binary package manager. + * [:octocat: pip-tools](https://github.com/jazzband/pip-tools) - :star: 4420 :fork_and_knife: 389 - A set of tools to keep your pinned Python dependencies fresh. +* [:octocat: poetry](https://github.com/sdispater/poetry) - :star: 11669 :fork_and_knife: 850 - Python dependency management and packaging made easy. +* [:octocat: conda](https://github.com/conda/conda/) - :star: 3740 :fork_and_knife: 945 - Cross-platform, Python-agnostic binary package manager. ## Package Repositories *Local PyPI repository server and proxies.* -* [:octocat: warehouse](https://github.com/pypa/warehouse) - :star: 2436 :fork_and_knife: 706 - Next generation Python Package Repository (PyPI). -* [:octocat: bandersnatch](https://github.com/pypa/bandersnatch/) - :star: 180 :fork_and_knife: 73 - PyPI mirroring tool provided by Python Packaging Authority (PyPA). -* [:octocat: devpi](https://github.com/devpi/devpi) - :star: 393 :fork_and_knife: 76 - PyPI server and packaging/testing/release tool. -* [:octocat: localshop](https://github.com/jazzband/localshop) - :star: 366 :fork_and_knife: 113 - Local PyPI server (custom packages and auto-mirroring of pypi). +* [:octocat: warehouse](https://github.com/pypa/warehouse) - :star: 2454 :fork_and_knife: 720 - Next generation Python Package Repository (PyPI). +* [:octocat: bandersnatch](https://github.com/pypa/bandersnatch/) - :star: 182 :fork_and_knife: 75 - PyPI mirroring tool provided by Python Packaging Authority (PyPA). +* [:octocat: devpi](https://github.com/devpi/devpi) - :star: 398 :fork_and_knife: 75 - PyPI server and packaging/testing/release tool. +* [:octocat: localshop](https://github.com/jazzband/localshop) - :star: 367 :fork_and_knife: 113 - Local PyPI server (custom packages and auto-mirroring of pypi). ## Permissions *Libraries that allow or deny users access to data or functionality.* -* [:octocat: django-guardian](https://github.com/django-guardian/django-guardian) - :star: 2702 :fork_and_knife: 491 - Implementation of per object permissions for Django 1.2+ -* [:octocat: django-rules](https://github.com/dfunckt/django-rules) - :star: 1091 :fork_and_knife: 90 - A tiny but powerful app providing object-level permissions to Django, without requiring a database. +* [:octocat: django-guardian](https://github.com/django-guardian/django-guardian) - :star: 2714 :fork_and_knife: 493 - Implementation of per object permissions for Django 1.2+ +* [:octocat: django-rules](https://github.com/dfunckt/django-rules) - :star: 1092 :fork_and_knife: 91 - A tiny but powerful app providing object-level permissions to Django, without requiring a database. ## Processes *Libraries for starting and communicating with OS processes.* -* [:octocat: delegator.py](https://github.com/amitt001/delegator.py) - :star: 1490 :fork_and_knife: 85 - [Subprocesses](https://docs.python.org/3/library/subprocess.html) for Humans 2.0. +* [:octocat: delegator.py](https://github.com/amitt001/delegator.py) - :star: 1492 :fork_and_knife: 84 - [Subprocesses](https://docs.python.org/3/library/subprocess.html) for Humans 2.0. * [:earth_americas: sarge](https://sarge.readthedocs.io/en/latest/) - Yet another wrapper for subprocess. -* [:octocat: sh](https://github.com/amoffat/sh) - :star: 5342 :fork_and_knife: 424 - A full-fledged subprocess replacement for Python. +* [:octocat: sh](https://github.com/amoffat/sh) - :star: 5357 :fork_and_knife: 424 - A full-fledged subprocess replacement for Python. ## Recommender Systems *Libraries for building recommender systems.* -* [:octocat: annoy](https://github.com/spotify/annoy) - :star: 7300 :fork_and_knife: 800 - Approximate Nearest Neighbors in C++/Python optimized for memory usage. -* [:octocat: fastFM](https://github.com/ibayer/fastFM) - :star: 854 :fork_and_knife: 193 - A library for Factorization Machines. -* [:octocat: implicit](https://github.com/benfred/implicit) - :star: 2003 :fork_and_knife: 441 - A fast Python implementation of collaborative filtering for implicit datasets. -* [:octocat: libffm](https://github.com/guestwalk/libffm) - :star: 1432 :fork_and_knife: 445 - A library for Field-aware Factorization Machine (FFM). -* [:octocat: lightfm](https://github.com/lyst/lightfm) - :star: 3206 :fork_and_knife: 535 - A Python implementation of a number of popular recommendation algorithms. -* [:octocat: spotlight](https://github.com/maciejkula/spotlight) - :star: 2209 :fork_and_knife: 344 - Deep recommender models using PyTorch. -* [:octocat: Surprise](https://github.com/NicolasHug/Surprise) - :star: 4218 :fork_and_knife: 779 - A scikit for building and analyzing recommender systems. -* [:octocat: tensorrec](https://github.com/jfkirk/tensorrec) - :star: 1069 :fork_and_knife: 198 - A Recommendation Engine Framework in TensorFlow. +* [:octocat: annoy](https://github.com/spotify/annoy) - :star: 7369 :fork_and_knife: 811 - Approximate Nearest Neighbors in C++/Python optimized for memory usage. +* [:octocat: fastFM](https://github.com/ibayer/fastFM) - :star: 857 :fork_and_knife: 194 - A library for Factorization Machines. +* [:octocat: implicit](https://github.com/benfred/implicit) - :star: 2022 :fork_and_knife: 445 - A fast Python implementation of collaborative filtering for implicit datasets. +* [:octocat: libffm](https://github.com/guestwalk/libffm) - :star: 1434 :fork_and_knife: 448 - A library for Field-aware Factorization Machine (FFM). +* [:octocat: lightfm](https://github.com/lyst/lightfm) - :star: 3219 :fork_and_knife: 538 - A Python implementation of a number of popular recommendation algorithms. +* [:octocat: spotlight](https://github.com/maciejkula/spotlight) - :star: 2217 :fork_and_knife: 346 - Deep recommender models using PyTorch. +* [:octocat: Surprise](https://github.com/NicolasHug/Surprise) - :star: 4261 :fork_and_knife: 789 - A scikit for building and analyzing recommender systems. +* [:octocat: tensorrec](https://github.com/jfkirk/tensorrec) - :star: 1074 :fork_and_knife: 200 - A Recommendation Engine Framework in TensorFlow. ## Refactoring @@ -937,7 +937,7 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: Bicycle Repair Man](http://bicyclerepair.sourceforge.net/) - Bicycle Repair Man, a refactoring tool for Python. * [:earth_americas: Bowler](https://pybowler.io/) - Safe code refactoring for modern Python. - * [:octocat: Rope](https://github.com/python-rope/rope) - :star: 949 :fork_and_knife: 114 - Rope is a python refactoring library. + * [:octocat: Rope](https://github.com/python-rope/rope) - :star: 955 :fork_and_knife: 114 - Rope is a python refactoring library. ## RESTful API @@ -947,58 +947,58 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: django-rest-framework](http://www.django-rest-framework.org/) - A powerful and flexible toolkit to build web APIs. * [:earth_americas: django-tastypie](http://tastypieapi.org/) - Creating delicious APIs for Django apps. * Flask - * [:octocat: eve](https://github.com/pyeve/eve) - :star: 6134 :fork_and_knife: 714 - REST API framework powered by Flask, MongoDB and good intentions. - * [:octocat: flask-api](https://github.com/flask-api/flask-api) - :star: 1172 :fork_and_knife: 136 - Browsable Web APIs for Flask. - * [:octocat: flask-restful](https://github.com/flask-restful/flask-restful) - :star: 5660 :fork_and_knife: 889 - Quickly building REST APIs for Flask. + * [:octocat: eve](https://github.com/pyeve/eve) - :star: 6155 :fork_and_knife: 715 - REST API framework powered by Flask, MongoDB and good intentions. + * [:octocat: flask-api](https://github.com/flask-api/flask-api) - :star: 1174 :fork_and_knife: 137 - Browsable Web APIs for Flask. + * [:octocat: flask-restful](https://github.com/flask-restful/flask-restful) - :star: 5675 :fork_and_knife: 891 - Quickly building REST APIs for Flask. * Pyramid - * [:octocat: cornice](https://github.com/Cornices/cornice) - :star: 359 :fork_and_knife: 147 - A RESTful framework for Pyramid. + * [:octocat: cornice](https://github.com/Cornices/cornice) - :star: 359 :fork_and_knife: 150 - A RESTful framework for Pyramid. * Framework agnostic - * [:octocat: apistar](https://github.com/encode/apistar) - :star: 5477 :fork_and_knife: 429 - A smart Web API framework, designed for Python 3. - * [:octocat: falcon](https://github.com/falconry/falcon) - :star: 7912 :fork_and_knife: 800 - A high-performance framework for building cloud APIs and web app backends. - * [:octocat: fastapi](https://github.com/tiangolo/fastapi) - :star: 18563 :fork_and_knife: 1223 - A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints. - * [:octocat: hug](https://github.com/hugapi/hug) - :star: 6287 :fork_and_knife: 360 - A Python 3 framework for cleanly exposing APIs. - * [:octocat: sandman2](https://github.com/jeffknupp/sandman2) - :star: 1537 :fork_and_knife: 173 - Automated REST APIs for existing database-driven systems. - * [:octocat: sanic](https://github.com/huge-success/sanic) - :star: 13966 :fork_and_knife: 1271 - A Python 3.6+ web server and web framework that's written to go fast. + * [:octocat: apistar](https://github.com/encode/apistar) - :star: 5474 :fork_and_knife: 430 - A smart Web API framework, designed for Python 3. + * [:octocat: falcon](https://github.com/falconry/falcon) - :star: 7924 :fork_and_knife: 800 - A high-performance framework for building cloud APIs and web app backends. + * [:octocat: fastapi](https://github.com/tiangolo/fastapi) - :star: 19291 :fork_and_knife: 1264 - A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints. + * [:octocat: hug](https://github.com/hugapi/hug) - :star: 6298 :fork_and_knife: 362 - A Python 3 framework for cleanly exposing APIs. + * [:octocat: sandman2](https://github.com/jeffknupp/sandman2) - :star: 1542 :fork_and_knife: 173 - Automated REST APIs for existing database-driven systems. + * [:octocat: sanic](https://github.com/huge-success/sanic) - :star: 13995 :fork_and_knife: 1273 - A Python 3.6+ web server and web framework that's written to go fast. * [:earth_americas: vibora](https://vibora.io/) - Fast, efficient and asynchronous Web framework inspired by Flask. ## Robotics *Libraries for robotics.* -* [:octocat: PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics) - :star: 9679 :fork_and_knife: 3148 - This is a compilation of various robotics algorithms with visualizations. +* [:octocat: PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics) - :star: 9771 :fork_and_knife: 3182 - This is a compilation of various robotics algorithms with visualizations. * [:earth_americas: rospy](http://wiki.ros.org/rospy) - This is a library for ROS (Robot Operating System). ## RPC Servers *RPC-compatible servers.* -* [:octocat: zeroRPC](https://github.com/0rpc/zerorpc-python) - :star: 2648 :fork_and_knife: 345 - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/). -* [:octocat: RPyC](https://github.com/tomerfiliba/rpyc) (Remote Python Call) - :star: 887 :fork_and_knife: 185 - A transparent and symmetric RPC library for Python +* [:octocat: zeroRPC](https://github.com/0rpc/zerorpc-python) - :star: 2653 :fork_and_knife: 348 - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/). +* [:octocat: RPyC](https://github.com/tomerfiliba/rpyc) (Remote Python Call) - :star: 892 :fork_and_knife: 186 - A transparent and symmetric RPC library for Python ## Science *Libraries for scientific computing. Also see [Python-for-Scientists](https://github.com/TomNicholas/Python-for-Scientists).* * [:earth_americas: astropy](http://www.astropy.org/) - A community Python library for Astronomy. -* [:octocat: bcbio-nextgen](https://github.com/chapmanb/bcbio-nextgen) - :star: 755 :fork_and_knife: 329 - Providing best-practice pipelines for fully automated high throughput sequencing analysis. -* [:octocat: bccb](https://github.com/chapmanb/bcbb) - :star: 471 :fork_and_knife: 209 - Collection of useful code related to biological analysis. +* [:octocat: bcbio-nextgen](https://github.com/chapmanb/bcbio-nextgen) - :star: 758 :fork_and_knife: 329 - Providing best-practice pipelines for fully automated high throughput sequencing analysis. +* [:octocat: bccb](https://github.com/chapmanb/bcbb) - :star: 472 :fork_and_knife: 210 - Collection of useful code related to biological analysis. * [:earth_americas: Biopython](http://biopython.org/wiki/Main_Page) - Biopython is a set of freely available tools for biological computation. * [:earth_americas: cclib](http://cclib.github.io/) - A library for parsing and interpreting the results of computational chemistry packages. * [:earth_americas: Colour](http://colour-science.org/) - Implementing a comprehensive number of colour theory transformations and algorithms. -* [:octocat: Karate Club](https://github.com/benedekrozemberczki/karateclub) - :star: 860 :fork_and_knife: 90 - Unsupervised machine learning toolbox for graph structured data. +* [:octocat: Karate Club](https://github.com/benedekrozemberczki/karateclub) - :star: 874 :fork_and_knife: 97 - Unsupervised machine learning toolbox for graph structured data. * [:earth_americas: NetworkX](https://networkx.github.io/) - A high-productivity software for complex networks. * [:earth_americas: NIPY](http://nipy.org) - A collection of neuroimaging toolkits. * [:earth_americas: NumPy](http://www.numpy.org/) - A fundamental package for scientific computing with Python. * [:earth_americas: Open Babel](http://openbabel.org/wiki/Main_Page) - A chemical toolbox designed to speak the many languages of chemical data. * [:octocat: ObsPy](https://github.com/obspy/obspy/wiki/) - A Python toolbox for seismology. * [:earth_americas: PyDy](http://www.pydy.org/) - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion. -* [:octocat: PyMC](https://github.com/pymc-devs/pymc3) - :star: 5155 :fork_and_knife: 1252 - Markov Chain Monte Carlo sampling toolkit. +* [:octocat: PyMC](https://github.com/pymc-devs/pymc3) - :star: 5177 :fork_and_knife: 1252 - Markov Chain Monte Carlo sampling toolkit. * [:earth_americas: QuTiP](http://qutip.org/) - Quantum Toolbox in Python. * [:earth_americas: RDKit](http://www.rdkit.org/) - Cheminformatics and Machine Learning Software. * [:earth_americas: SciPy](https://www.scipy.org/) - A Python-based ecosystem of open-source software for mathematics, science, and engineering. -* [:octocat: statsmodels](https://github.com/statsmodels/statsmodels) - :star: 5352 :fork_and_knife: 2009 - Statistical modeling and econometrics in Python. -* [:octocat: SymPy](https://github.com/sympy/sympy) - :star: 7192 :fork_and_knife: 3075 - A Python library for symbolic mathematics. -* [:octocat: Zipline](https://github.com/quantopian/zipline) - :star: 11557 :fork_and_knife: 3352 - A Pythonic algorithmic trading library. +* [:octocat: statsmodels](https://github.com/statsmodels/statsmodels) - :star: 5398 :fork_and_knife: 2020 - Statistical modeling and econometrics in Python. +* [:octocat: SymPy](https://github.com/sympy/sympy) - :star: 7237 :fork_and_knife: 3080 - A Python library for symbolic mathematics. +* [:octocat: Zipline](https://github.com/quantopian/zipline) - :star: 11620 :fork_and_knife: 3362 - A Pythonic algorithmic trading library. * [:earth_americas: SimPy](https://bitbucket.org/simpy/simpy) - A process-based discrete-event simulation framework. ## Search @@ -1006,85 +1006,85 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries and software for indexing and performing search queries on data.* * [:earth_americas: elasticsearch-py](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/index.html) - The official low-level Python client for [Elasticsearch](https://www.elastic.co/products/elasticsearch). -* [:octocat: elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - :star: 2960 :fork_and_knife: 640 - The official high-level Python client for Elasticsearch. -* [:octocat: django-haystack](https://github.com/django-haystack/django-haystack) - :star: 3011 :fork_and_knife: 1207 - Modular search for Django. -* [:octocat: pysolr](https://github.com/django-haystack/pysolr) - :star: 557 :fork_and_knife: 301 - A lightweight Python wrapper for [Apache Solr](https://lucene.apache.org/solr/). +* [:octocat: elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - :star: 2967 :fork_and_knife: 641 - The official high-level Python client for Elasticsearch. +* [:octocat: django-haystack](https://github.com/django-haystack/django-haystack) - :star: 3017 :fork_and_knife: 1213 - Modular search for Django. +* [:octocat: pysolr](https://github.com/django-haystack/pysolr) - :star: 561 :fork_and_knife: 301 - A lightweight Python wrapper for [Apache Solr](https://lucene.apache.org/solr/). * [:earth_americas: whoosh](http://whoosh.readthedocs.io/en/latest/) - A fast, pure Python search engine library. ## Serialization *Libraries for serializing complex data types* -* [:octocat: marshmallow](https://github.com/marshmallow-code/marshmallow) - :star: 4864 :fork_and_knife: 512 - A lightweight library for converting complex objects to and from simple Python datatypes. -* [:octocat: pysimdjson](https://github.com/TkTech/pysimdjson) - :star: 280 :fork_and_knife: 22 - A Python bindings for [simdjson](https://github.com/lemire/simdjson). +* [:octocat: marshmallow](https://github.com/marshmallow-code/marshmallow) - :star: 4895 :fork_and_knife: 513 - A lightweight library for converting complex objects to and from simple Python datatypes. +* [:octocat: pysimdjson](https://github.com/TkTech/pysimdjson) - :star: 321 :fork_and_knife: 23 - A Python bindings for [simdjson](https://github.com/lemire/simdjson). * [:octocat: python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) - :star: 385 :fork_and_knife: 31 - A Python wrapper around [RapidJSON](https://github.com/Tencent/rapidjson). -* [:octocat: ultrajson](https://github.com/esnme/ultrajson) - :star: 2893 :fork_and_knife: 293 - A fast JSON decoder and encoder written in C with Python bindings. +* [:octocat: ultrajson](https://github.com/esnme/ultrajson) - :star: 2901 :fork_and_knife: 295 - A fast JSON decoder and encoder written in C with Python bindings. ## Serverless Frameworks *Frameworks for developing serverless Python code.* -* [:octocat: python-lambda](https://github.com/nficano/python-lambda) - :star: 1150 :fork_and_knife: 201 - A toolkit for developing and deploying Python code in AWS Lambda. -* [:octocat: Zappa](https://github.com/Miserlou/Zappa) - :star: 10863 :fork_and_knife: 1183 - A tool for deploying WSGI applications on AWS Lambda and API Gateway. +* [:octocat: python-lambda](https://github.com/nficano/python-lambda) - :star: 1153 :fork_and_knife: 200 - A toolkit for developing and deploying Python code in AWS Lambda. +* [:octocat: Zappa](https://github.com/Miserlou/Zappa) - :star: 10906 :fork_and_knife: 1181 - A tool for deploying WSGI applications on AWS Lambda and API Gateway. ## Specific Formats Processing *Libraries for parsing and manipulating specific text formats.* * General - * [:octocat: tablib](https://github.com/jazzband/tablib) - :star: 3737 :fork_and_knife: 547 - A module for Tabular Datasets in XLS, CSV, JSON, YAML. + * [:octocat: tablib](https://github.com/jazzband/tablib) - :star: 3742 :fork_and_knife: 547 - A module for Tabular Datasets in XLS, CSV, JSON, YAML. * Office * [:earth_americas: openpyxl](https://openpyxl.readthedocs.io/en/stable/) - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files. - * [:octocat: pyexcel](https://github.com/pyexcel/pyexcel) - :star: 824 :fork_and_knife: 129 - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files. - * [:octocat: python-docx](https://github.com/python-openxml/python-docx) - :star: 2281 :fork_and_knife: 652 - Reads, queries and modifies Microsoft Word 2007/2008 docx files. - * [:octocat: python-pptx](https://github.com/scanny/python-pptx) - :star: 1090 :fork_and_knife: 282 - Python library for creating and updating PowerPoint (.pptx) files. - * [:octocat: unoconv](https://github.com/unoconv/unoconv) - :star: 1907 :fork_and_knife: 368 - Convert between any document format supported by LibreOffice/OpenOffice. - * [:octocat: XlsxWriter](https://github.com/jmcnamara/XlsxWriter) - :star: 2300 :fork_and_knife: 483 - A Python module for creating Excel .xlsx files. - * [:octocat: xlwings](https://github.com/ZoomerAnalytics/xlwings) - :star: 1753 :fork_and_knife: 334 - A BSD-licensed library that makes it easy to call Python from Excel and vice versa. - * [:octocat: xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - :star: 956 :fork_and_knife: 267 - Writing and reading data and formatting information from Excel files. + * [:octocat: pyexcel](https://github.com/pyexcel/pyexcel) - :star: 825 :fork_and_knife: 130 - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files. + * [:octocat: python-docx](https://github.com/python-openxml/python-docx) - :star: 2298 :fork_and_knife: 656 - Reads, queries and modifies Microsoft Word 2007/2008 docx files. + * [:octocat: python-pptx](https://github.com/scanny/python-pptx) - :star: 1105 :fork_and_knife: 284 - Python library for creating and updating PowerPoint (.pptx) files. + * [:octocat: unoconv](https://github.com/unoconv/unoconv) - :star: 1921 :fork_and_knife: 372 - Convert between any document format supported by LibreOffice/OpenOffice. + * [:octocat: XlsxWriter](https://github.com/jmcnamara/XlsxWriter) - :star: 2308 :fork_and_knife: 485 - A Python module for creating Excel .xlsx files. + * [:octocat: xlwings](https://github.com/ZoomerAnalytics/xlwings) - :star: 1758 :fork_and_knife: 332 - A BSD-licensed library that makes it easy to call Python from Excel and vice versa. + * [:octocat: xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - :star: 956 :fork_and_knife: 266 - Writing and reading data and formatting information from Excel files. * PDF - * [:octocat: PDFMiner](https://github.com/euske/pdfminer) - :star: 4299 :fork_and_knife: 1004 - A tool for extracting information from PDF documents. - * [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - :star: 3228 :fork_and_knife: 833 - A library capable of splitting, merging and transforming PDF pages. + * [:octocat: PDFMiner](https://github.com/euske/pdfminer) - :star: 4309 :fork_and_knife: 1006 - A tool for extracting information from PDF documents. + * [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - :star: 3242 :fork_and_knife: 836 - A library capable of splitting, merging and transforming PDF pages. * [:earth_americas: ReportLab](https://www.reportlab.com/opensource/) - Allowing Rapid creation of rich PDF documents. * Markdown - * [:octocat: Mistune](https://github.com/lepture/mistune) - :star: 1820 :fork_and_knife: 187 - Fastest and full featured pure Python parsers of Markdown. - * [:octocat: Python-Markdown](https://github.com/waylan/Python-Markdown) - :star: 2205 :fork_and_knife: 527 - A Python implementation of John Gruber’s Markdown. + * [:octocat: Mistune](https://github.com/lepture/mistune) - :star: 1826 :fork_and_knife: 188 - Fastest and full featured pure Python parsers of Markdown. + * [:octocat: Python-Markdown](https://github.com/waylan/Python-Markdown) - :star: 2217 :fork_and_knife: 528 - A Python implementation of John Gruber’s Markdown. * YAML * [:earth_americas: PyYAML](http://pyyaml.org/) - YAML implementations for Python. * CSV - * [:octocat: csvkit](https://github.com/wireservice/csvkit) - :star: 4305 :fork_and_knife: 532 - Utilities for converting to and working with CSV. + * [:octocat: csvkit](https://github.com/wireservice/csvkit) - :star: 4317 :fork_and_knife: 533 - Utilities for converting to and working with CSV. * Archive - * [:octocat: unp](https://github.com/mitsuhiko/unp) - :star: 365 :fork_and_knife: 62 - A command line tool that can unpack archives easily. + * [:octocat: unp](https://github.com/mitsuhiko/unp) - :star: 365 :fork_and_knife: 61 - A command line tool that can unpack archives easily. ## Static Site Generator *Static site generator is a software that takes some text + templates as input and produces HTML files on the output.* -* [:octocat: mkdocs](https://github.com/mkdocs/mkdocs/) - :star: 10461 :fork_and_knife: 1541 - Markdown friendly documentation generator. -* [:octocat: pelican](https://github.com/getpelican/pelican) - :star: 9774 :fork_and_knife: 1649 - Static site generator that supports Markdown and reST syntax. -* [:octocat: lektor](https://github.com/lektor/lektor) - :star: 3316 :fork_and_knife: 265 - An easy to use static CMS and blog engine. -* [:octocat: nikola](https://github.com/getnikola/nikola) - :star: 1939 :fork_and_knife: 381 - A static website and blog generator. +* [:octocat: mkdocs](https://github.com/mkdocs/mkdocs/) - :star: 10516 :fork_and_knife: 1548 - Markdown friendly documentation generator. +* [:octocat: pelican](https://github.com/getpelican/pelican) - :star: 9798 :fork_and_knife: 1657 - Static site generator that supports Markdown and reST syntax. +* [:octocat: lektor](https://github.com/lektor/lektor) - :star: 3318 :fork_and_knife: 265 - An easy to use static CMS and blog engine. +* [:octocat: nikola](https://github.com/getnikola/nikola) - :star: 1940 :fork_and_knife: 380 - A static website and blog generator. ## Tagging *Libraries for tagging items.* -* [:octocat: django-taggit](https://github.com/jazzband/django-taggit) - :star: 2431 :fork_and_knife: 541 - Simple tagging for Django. +* [:octocat: django-taggit](https://github.com/jazzband/django-taggit) - :star: 2434 :fork_and_knife: 543 - Simple tagging for Django. ## Task Queues *Libraries for working with task queues.* * [:earth_americas: celery](http://www.celeryproject.org/) - An asynchronous task queue/job queue based on distributed message passing. -* [:octocat: huey](https://github.com/coleifer/huey) - :star: 3077 :fork_and_knife: 278 - Little multi-threaded task queue. -* [:octocat: mrq](https://github.com/pricingassistant/mrq) - :star: 815 :fork_and_knife: 109 - A distributed worker task queue in Python using Redis & gevent. -* [:octocat: rq](https://github.com/rq/rq) - :star: 7136 :fork_and_knife: 1149 - Simple job queues for Python. +* [:octocat: huey](https://github.com/coleifer/huey) - :star: 3095 :fork_and_knife: 279 - Little multi-threaded task queue. +* [:octocat: mrq](https://github.com/pricingassistant/mrq) - :star: 817 :fork_and_knife: 110 - A distributed worker task queue in Python using Redis & gevent. +* [:octocat: rq](https://github.com/rq/rq) - :star: 7168 :fork_and_knife: 1149 - Simple job queues for Python. ## Template Engine *Libraries and tools for templating and lexing.* -* [:octocat: Jinja2](https://github.com/pallets/jinja) - :star: 7172 :fork_and_knife: 1322 - A modern and designer friendly templating language. +* [:octocat: Jinja2](https://github.com/pallets/jinja) - :star: 7188 :fork_and_knife: 1321 - A modern and designer friendly templating language. * [:earth_americas: Genshi](https://genshi.edgewall.org/) - Python templating toolkit for generation of web-aware output. * [:earth_americas: Mako](http://www.makotemplates.org/) - Hyperfast and lightweight templating for the Python platform. @@ -1094,39 +1094,39 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * Testing Frameworks * [:earth_americas: pytest](https://docs.pytest.org/en/latest/) - A mature full-featured Python testing tool. - * [:octocat: hypothesis](https://github.com/HypothesisWorks/hypothesis) - :star: 4488 :fork_and_knife: 409 - Hypothesis is an advanced Quickcheck style property based testing library. - * [:octocat: nose2](https://github.com/nose-devs/nose2) - :star: 640 :fork_and_knife: 129 - The successor to `nose`, based on `unittest2. - * [:octocat: Robot Framework](https://github.com/robotframework/robotframework) - :star: 4831 :fork_and_knife: 1456 - A generic test automation framework. + * [:octocat: hypothesis](https://github.com/HypothesisWorks/hypothesis) - :star: 4509 :fork_and_knife: 411 - Hypothesis is an advanced Quickcheck style property based testing library. + * [:octocat: nose2](https://github.com/nose-devs/nose2) - :star: 641 :fork_and_knife: 129 - The successor to `nose`, based on `unittest2. + * [:octocat: Robot Framework](https://github.com/robotframework/robotframework) - :star: 4881 :fork_and_knife: 1460 - A generic test automation framework. * [:earth_americas: unittest](https://docs.python.org/3/library/unittest.html) - (Python standard library) Unit testing framework. * Test Runners - * [:octocat: green](https://github.com/CleanCut/green) - :star: 653 :fork_and_knife: 71 - A clean, colorful test runner. + * [:octocat: green](https://github.com/CleanCut/green) - :star: 654 :fork_and_knife: 71 - A clean, colorful test runner. * [:earth_americas: mamba](http://nestorsalceda.github.io/mamba/) - The definitive testing tool for Python. Born under the banner of BDD. * [:earth_americas: tox](https://tox.readthedocs.io/en/latest/) - Auto builds and tests distributions in multiple Python versions * GUI / Web Testing - * [:octocat: locust](https://github.com/locustio/locust) - :star: 13388 :fork_and_knife: 1876 - Scalable user load testing tool written in Python. - * [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - :star: 4095 :fork_and_knife: 568 - PyAutoGUI is a cross-platform GUI automation Python module for human beings. + * [:octocat: locust](https://github.com/locustio/locust) - :star: 13478 :fork_and_knife: 1888 - Scalable user load testing tool written in Python. + * [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - :star: 4127 :fork_and_knife: 569 - PyAutoGUI is a cross-platform GUI automation Python module for human beings. * [:earth_americas: Selenium](https://pypi.org/project/selenium/) - Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver. - * [:octocat: sixpack](https://github.com/seatgeek/sixpack) - :star: 1640 :fork_and_knife: 188 - A language-agnostic A/B Testing framework. - * [:octocat: splinter](https://github.com/cobrateam/splinter) - :star: 2241 :fork_and_knife: 468 - Open source tool for testing web applications. + * [:octocat: sixpack](https://github.com/seatgeek/sixpack) - :star: 1643 :fork_and_knife: 188 - A language-agnostic A/B Testing framework. + * [:octocat: splinter](https://github.com/cobrateam/splinter) - :star: 2250 :fork_and_knife: 472 - Open source tool for testing web applications. * Mock * [:earth_americas: mock](https://docs.python.org/3/library/unittest.mock.html) - (Python standard library) A mocking and patching library. * [:earth_americas: doublex](https://pypi.org/project/doublex/) - Powerful test doubles framework for Python. - * [:octocat: freezegun](https://github.com/spulec/freezegun) - :star: 2496 :fork_and_knife: 186 - Travel through time by mocking the datetime module. + * [:octocat: freezegun](https://github.com/spulec/freezegun) - :star: 2502 :fork_and_knife: 184 - Travel through time by mocking the datetime module. * [:octocat: httmock](https://github.com/patrys/httmock) - :star: 406 :fork_and_knife: 48 - A mocking library for requests for Python 2.6+ and 3.2+. - * [:octocat: httpretty](https://github.com/gabrielfalcao/HTTPretty) - :star: 1803 :fork_and_knife: 241 - HTTP request mock tool for Python. - * [:octocat: mocket](https://github.com/mindflayer/python-mocket) - :star: 190 :fork_and_knife: 28 - A socket mock framework with gevent/asyncio/SSL support. - * [:octocat: responses](https://github.com/getsentry/responses) - :star: 2842 :fork_and_knife: 238 - A utility library for mocking out the requests Python library. - * [:octocat: VCR.py](https://github.com/kevin1024/vcrpy) - :star: 1739 :fork_and_knife: 248 - Record and replay HTTP interactions on your tests. + * [:octocat: httpretty](https://github.com/gabrielfalcao/HTTPretty) - :star: 1802 :fork_and_knife: 241 - HTTP request mock tool for Python. + * [:octocat: mocket](https://github.com/mindflayer/python-mocket) - :star: 195 :fork_and_knife: 29 - A socket mock framework with gevent/asyncio/SSL support. + * [:octocat: responses](https://github.com/getsentry/responses) - :star: 2865 :fork_and_knife: 239 - A utility library for mocking out the requests Python library. + * [:octocat: VCR.py](https://github.com/kevin1024/vcrpy) - :star: 1746 :fork_and_knife: 250 - Record and replay HTTP interactions on your tests. * Object Factories - * [:octocat: factory_boy](https://github.com/FactoryBoy/factory_boy) - :star: 2223 :fork_and_knife: 288 - A test fixtures replacement for Python. - * [:octocat: mixer](https://github.com/klen/mixer) - :star: 697 :fork_and_knife: 70 - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc. - * [:octocat: model_mommy](https://github.com/vandersonmota/model_mommy) - :star: 939 :fork_and_knife: 159 - Creating random fixtures for testing in Django. + * [:octocat: factory_boy](https://github.com/FactoryBoy/factory_boy) - :star: 2234 :fork_and_knife: 291 - A test fixtures replacement for Python. + * [:octocat: mixer](https://github.com/klen/mixer) - :star: 700 :fork_and_knife: 71 - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc. + * [:octocat: model_mommy](https://github.com/vandersonmota/model_mommy) - :star: 938 :fork_and_knife: 159 - Creating random fixtures for testing in Django. * Code Coverage * [:earth_americas: coverage](https://pypi.org/project/coverage/) - Code coverage measurement. * Fake Data - * [:octocat: mimesis](https://github.com/lk-geimfari/mimesis) - :star: 2915 :fork_and_knife: 251 - is a Python library that help you generate fake data. - * [:octocat: fake2db](https://github.com/emirozer/fake2db) - :star: 2017 :fork_and_knife: 112 - Fake database generator. - * [:octocat: faker](https://github.com/joke2k/faker) - :star: 10229 :fork_and_knife: 1200 - A Python package that generates fake data. + * [:octocat: mimesis](https://github.com/lk-geimfari/mimesis) - :star: 2932 :fork_and_knife: 250 - is a Python library that help you generate fake data. + * [:octocat: fake2db](https://github.com/emirozer/fake2db) - :star: 2021 :fork_and_knife: 113 - Fake database generator. + * [:octocat: faker](https://github.com/joke2k/faker) - :star: 10300 :fork_and_knife: 1211 - A Python package that generates fake data. * [:earth_americas: radar](https://pypi.org/project/radar/) - Generate random datetime / time. ## Text Processing @@ -1134,86 +1134,86 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for parsing and manipulating plain texts.* * General - * [:octocat: chardet](https://github.com/chardet/chardet) - :star: 1338 :fork_and_knife: 193 - Python 2/3 compatible character encoding detector. + * [:octocat: chardet](https://github.com/chardet/chardet) - :star: 1343 :fork_and_knife: 193 - Python 2/3 compatible character encoding detector. * [:earth_americas: difflib](https://docs.python.org/3/library/difflib.html) - (Python standard library) Helpers for computing deltas. - * [:octocat: ftfy](https://github.com/LuminosoInsight/python-ftfy) - :star: 2734 :fork_and_knife: 97 - Makes Unicode text less broken and more consistent automagically. - * [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - :star: 7117 :fork_and_knife: 767 - Fuzzy String Matching. - * [:octocat: Levenshtein](https://github.com/ztane/python-Levenshtein/) - :star: 835 :fork_and_knife: 117 - Fast computation of Levenshtein distance and string similarity. - * [:octocat: pangu.py](https://github.com/vinta/pangu.py) - :star: 148 :fork_and_knife: 21 - Paranoid text spacing. - * [:octocat: pyfiglet](https://github.com/pwaller/pyfiglet) - :star: 663 :fork_and_knife: 72 - An implementation of figlet written in Python. - * [:octocat: pypinyin](https://github.com/mozillazg/python-pinyin) - :star: 2733 :fork_and_knife: 440 - Convert Chinese hanzi (漢字) to pinyin (拼音). - * [:octocat: textdistance](https://github.com/orsinium/textdistance) - :star: 1735 :fork_and_knife: 154 - Compute distance between sequences with 30+ algorithms. + * [:octocat: ftfy](https://github.com/LuminosoInsight/python-ftfy) - :star: 2738 :fork_and_knife: 97 - Makes Unicode text less broken and more consistent automagically. + * [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - :star: 7152 :fork_and_knife: 767 - Fuzzy String Matching. + * [:octocat: Levenshtein](https://github.com/ztane/python-Levenshtein/) - :star: 839 :fork_and_knife: 117 - Fast computation of Levenshtein distance and string similarity. + * [:octocat: pangu.py](https://github.com/vinta/pangu.py) - :star: 149 :fork_and_knife: 21 - Paranoid text spacing. + * [:octocat: pyfiglet](https://github.com/pwaller/pyfiglet) - :star: 671 :fork_and_knife: 73 - An implementation of figlet written in Python. + * [:octocat: pypinyin](https://github.com/mozillazg/python-pinyin) - :star: 2755 :fork_and_knife: 441 - Convert Chinese hanzi (漢字) to pinyin (拼音). + * [:octocat: textdistance](https://github.com/orsinium/textdistance) - :star: 1751 :fork_and_knife: 158 - Compute distance between sequences with 30+ algorithms. * [:earth_americas: unidecode](https://pypi.org/project/Unidecode/) - ASCII transliterations of Unicode text. * Slugify - * [:octocat: awesome-slugify](https://github.com/dimka665/awesome-slugify) - :star: 447 :fork_and_knife: 37 - A Python slugify library that can preserve unicode. - * [:octocat: python-slugify](https://github.com/un33k/python-slugify) - :star: 876 :fork_and_knife: 77 - A Python slugify library that translates unicode to ASCII. + * [:octocat: awesome-slugify](https://github.com/dimka665/awesome-slugify) - :star: 448 :fork_and_knife: 37 - A Python slugify library that can preserve unicode. + * [:octocat: python-slugify](https://github.com/un33k/python-slugify) - :star: 887 :fork_and_knife: 77 - A Python slugify library that translates unicode to ASCII. * [:octocat: unicode-slugify](https://github.com/mozilla/unicode-slugify) - :star: 293 :fork_and_knife: 54 - A slugifier that generates unicode slugs with Django as a dependency. * Unique identifiers - * [:octocat: hashids](https://github.com/davidaurelio/hashids-python) - :star: 1095 :fork_and_knife: 82 - Implementation of [hashids](http://hashids.org) in Python. - * [:octocat: shortuuid](https://github.com/skorokithakis/shortuuid) - :star: 1307 :fork_and_knife: 83 - A generator library for concise, unambiguous and URL-safe UUIDs. + * [:octocat: hashids](https://github.com/davidaurelio/hashids-python) - :star: 1102 :fork_and_knife: 82 - Implementation of [hashids](http://hashids.org) in Python. + * [:octocat: shortuuid](https://github.com/skorokithakis/shortuuid) - :star: 1312 :fork_and_knife: 83 - A generator library for concise, unambiguous and URL-safe UUIDs. * Parser - * [:octocat: ply](https://github.com/dabeaz/ply) - :star: 1694 :fork_and_knife: 293 - Implementation of lex and yacc parsing tools for Python. + * [:octocat: ply](https://github.com/dabeaz/ply) - :star: 1702 :fork_and_knife: 296 - Implementation of lex and yacc parsing tools for Python. * [:earth_americas: pygments](http://pygments.org/) - A generic syntax highlighter. - * [:octocat: pyparsing](https://github.com/pyparsing/pyparsing) - :star: 810 :fork_and_knife: 133 - A general purpose framework for generating parsers. - * [:octocat: python-nameparser](https://github.com/derek73/python-nameparser) - :star: 418 :fork_and_knife: 73 - Parsing human names into their individual components. - * [:octocat: python-phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - :star: 2505 :fork_and_knife: 308 - Parsing, formatting, storing and validating international phone numbers. - * [:octocat: python-user-agents](https://github.com/selwin/python-user-agents) - :star: 1046 :fork_and_knife: 173 - Browser user agent parser. - * [:octocat: sqlparse](https://github.com/andialbrecht/sqlparse) - :star: 2116 :fork_and_knife: 441 - A non-validating SQL parser. + * [:octocat: pyparsing](https://github.com/pyparsing/pyparsing) - :star: 821 :fork_and_knife: 135 - A general purpose framework for generating parsers. + * [:octocat: python-nameparser](https://github.com/derek73/python-nameparser) - :star: 419 :fork_and_knife: 73 - Parsing human names into their individual components. + * [:octocat: python-phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - :star: 2514 :fork_and_knife: 308 - Parsing, formatting, storing and validating international phone numbers. + * [:octocat: python-user-agents](https://github.com/selwin/python-user-agents) - :star: 1047 :fork_and_knife: 173 - Browser user agent parser. + * [:octocat: sqlparse](https://github.com/andialbrecht/sqlparse) - :star: 2130 :fork_and_knife: 445 - A non-validating SQL parser. ## Third-party APIs *Libraries for accessing third party services APIs. Also see [List of Python API Wrappers and Libraries](https://github.com/realpython/list-of-python-api-wrappers).* * [:earth_americas: apache-libcloud](https://libcloud.apache.org/) - One Python library for all clouds. -* [:octocat: boto3](https://github.com/boto/boto3) - :star: 5623 :fork_and_knife: 1205 - Python interface to Amazon Web Services. +* [:octocat: boto3](https://github.com/boto/boto3) - :star: 5659 :fork_and_knife: 1208 - Python interface to Amazon Web Services. * [:octocat: django-wordpress](https://github.com/istrategylabs/django-wordpress) - :star: 313 :fork_and_knife: 83 - WordPress models and views for Django. -* [:octocat: facebook-sdk](https://github.com/mobolic/facebook-sdk) - :star: 2528 :fork_and_knife: 923 - Facebook Platform Python SDK. -* [:octocat: google-api-python-client](https://github.com/google/google-api-python-client) - :star: 3883 :fork_and_knife: 1667 - Google APIs Client Library for Python. -* [:octocat: gspread](https://github.com/burnash/gspread) - :star: 4826 :fork_and_knife: 734 - Google Spreadsheets Python API. -* [:octocat: twython](https://github.com/ryanmcgrath/twython) - :star: 1729 :fork_and_knife: 397 - A Python wrapper for the Twitter API. +* [:octocat: facebook-sdk](https://github.com/mobolic/facebook-sdk) - :star: 2532 :fork_and_knife: 925 - Facebook Platform Python SDK. +* [:octocat: google-api-python-client](https://github.com/google/google-api-python-client) - :star: 3920 :fork_and_knife: 1680 - Google APIs Client Library for Python. +* [:octocat: gspread](https://github.com/burnash/gspread) - :star: 4850 :fork_and_knife: 737 - Google Spreadsheets Python API. +* [:octocat: twython](https://github.com/ryanmcgrath/twython) - :star: 1732 :fork_and_knife: 397 - A Python wrapper for the Twitter API. ## URL Manipulation *Libraries for parsing URLs.* -* [:octocat: furl](https://github.com/gruns/furl) - :star: 1842 :fork_and_knife: 113 - A small Python library that makes parsing and manipulating URLs easy. +* [:octocat: furl](https://github.com/gruns/furl) - :star: 1845 :fork_and_knife: 113 - A small Python library that makes parsing and manipulating URLs easy. * [:octocat: purl](https://github.com/codeinthehole/purl) - :star: 246 :fork_and_knife: 32 - A simple, immutable URL class with a clean API for interrogation and manipulation. * [:octocat: pyshorteners](https://github.com/ellisonleao/pyshorteners) - :star: 260 :fork_and_knife: 49 - A pure Python URL shortening lib. -* [:octocat: webargs](https://github.com/marshmallow-code/webargs) - :star: 1046 :fork_and_knife: 139 - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks. +* [:octocat: webargs](https://github.com/marshmallow-code/webargs) - :star: 1050 :fork_and_knife: 140 - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks. ## Video *Libraries for manipulating video and GIFs.* -* [:octocat: vidgear](https://github.com/abhiTronix/vidgear) - :star: 1307 :fork_and_knife: 98 - Most Powerful multi-threaded Video Processing framework. +* [:octocat: vidgear](https://github.com/abhiTronix/vidgear) - :star: 1327 :fork_and_knife: 99 - Most Powerful multi-threaded Video Processing framework. * [:earth_americas: moviepy](https://zulko.github.io/moviepy/) - A module for script-based movie editing with many formats, including animated GIFs. -* [:octocat: scikit-video](https://github.com/aizvorski/scikit-video) - :star: 100 :fork_and_knife: 23 - Video processing routines for SciPy. +* [:octocat: scikit-video](https://github.com/aizvorski/scikit-video) - :star: 101 :fork_and_knife: 23 - Video processing routines for SciPy. ## Web Asset Management *Tools for managing, compressing and minifying website assets.* * [:octocat: django-compressor](https://github.com/django-compressor/django-compressor) - :star: 2348 :fork_and_knife: 558 - Compresses linked and inline JavaScript or CSS into a single cached file. -* [:octocat: django-pipeline](https://github.com/jazzband/django-pipeline) - :star: 1372 :fork_and_knife: 342 - An asset packaging library for Django. -* [:octocat: django-storages](https://github.com/jschneier/django-storages) - :star: 1644 :fork_and_knife: 641 - A collection of custom storage back ends for Django. +* [:octocat: django-pipeline](https://github.com/jazzband/django-pipeline) - :star: 1372 :fork_and_knife: 341 - An asset packaging library for Django. +* [:octocat: django-storages](https://github.com/jschneier/django-storages) - :star: 1650 :fork_and_knife: 644 - A collection of custom storage back ends for Django. * [:earth_americas: fanstatic](http://www.fanstatic.org/en/latest/) - Packages, optimizes, and serves static file dependencies as Python packages. * [:earth_americas: fileconveyor](http://wimleers.com/fileconveyor) - A daemon to detect and sync files to CDNs, S3 and FTP. -* [:octocat: flask-assets](https://github.com/miracle2k/flask-assets) - :star: 400 :fork_and_knife: 88 - Helps you integrate webassets into your Flask app. -* [:octocat: webassets](https://github.com/miracle2k/webassets) - :star: 884 :fork_and_knife: 253 - Bundles, optimizes, and manages unique cache-busting URLs for static resources. +* [:octocat: flask-assets](https://github.com/miracle2k/flask-assets) - :star: 399 :fork_and_knife: 88 - Helps you integrate webassets into your Flask app. +* [:octocat: webassets](https://github.com/miracle2k/webassets) - :star: 884 :fork_and_knife: 252 - Bundles, optimizes, and manages unique cache-busting URLs for static resources. ## Web Content Extracting *Libraries for extracting web contents.* -* [:octocat: html2text](https://github.com/Alir3z4/html2text) - :star: 955 :fork_and_knife: 171 - Convert HTML to Markdown-formatted text. -* [:octocat: lassie](https://github.com/michaelhelmick/lassie) - :star: 502 :fork_and_knife: 39 - Web Content Retrieval for Humans. -* [:octocat: micawber](https://github.com/coleifer/micawber) - :star: 496 :fork_and_knife: 73 - A small library for extracting rich content from URLs. -* [:octocat: newspaper](https://github.com/codelucas/newspaper) - :star: 9862 :fork_and_knife: 1633 - News extraction, article extraction and content curation in Python. -* [:octocat: python-readability](https://github.com/buriy/python-readability) - :star: 1842 :fork_and_knife: 311 - Fast Python port of arc90's readability tool. -* [:octocat: requests-html](https://github.com/psf/requests-html) - :star: 11052 :fork_and_knife: 715 - Pythonic HTML Parsing for Humans. -* [:octocat: sumy](https://github.com/miso-belica/sumy) - :star: 2330 :fork_and_knife: 422 - A module for automatic summarization of text documents and HTML pages. -* [:octocat: textract](https://github.com/deanmalmgren/textract) - :star: 2845 :fork_and_knife: 400 - Extract text from any document, Word, PowerPoint, PDFs, etc. -* [:octocat: toapi](https://github.com/gaojiuli/toapi) - :star: 3032 :fork_and_knife: 214 - Every web site provides APIs. +* [:octocat: html2text](https://github.com/Alir3z4/html2text) - :star: 961 :fork_and_knife: 172 - Convert HTML to Markdown-formatted text. +* [:octocat: lassie](https://github.com/michaelhelmick/lassie) - :star: 501 :fork_and_knife: 39 - Web Content Retrieval for Humans. +* [:octocat: micawber](https://github.com/coleifer/micawber) - :star: 497 :fork_and_knife: 73 - A small library for extracting rich content from URLs. +* [:octocat: newspaper](https://github.com/codelucas/newspaper) - :star: 9909 :fork_and_knife: 1643 - News extraction, article extraction and content curation in Python. +* [:octocat: python-readability](https://github.com/buriy/python-readability) - :star: 1848 :fork_and_knife: 311 - Fast Python port of arc90's readability tool. +* [:octocat: requests-html](https://github.com/psf/requests-html) - :star: 11077 :fork_and_knife: 722 - Pythonic HTML Parsing for Humans. +* [:octocat: sumy](https://github.com/miso-belica/sumy) - :star: 2336 :fork_and_knife: 422 - A module for automatic summarization of text documents and HTML pages. +* [:octocat: textract](https://github.com/deanmalmgren/textract) - :star: 2849 :fork_and_knife: 400 - Extract text from any document, Word, PowerPoint, PDFs, etc. +* [:octocat: toapi](https://github.com/gaojiuli/toapi) - :star: 3037 :fork_and_knife: 214 - Every web site provides APIs. ## Web Crawling @@ -1221,12 +1221,12 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:octocat: cola](https://github.com/chineking/cola) - :star: 1372 :fork_and_knife: 543 - A distributed crawling framework. * [:earth_americas: feedparser](https://pythonhosted.org/feedparser/) - Universal feed parser. -* [:octocat: grab](https://github.com/lorien/grab) - :star: 1948 :fork_and_knife: 244 - Site scraping framework. -* [:octocat: MechanicalSoup](https://github.com/MechanicalSoup/MechanicalSoup) - :star: 3512 :fork_and_knife: 311 - A Python library for automating interaction with websites. -* [:octocat: pyspider](https://github.com/binux/pyspider) - :star: 14454 :fork_and_knife: 3510 - A powerful spider system. -* [:octocat: robobrowser](https://github.com/jmcarp/robobrowser) - :star: 3461 :fork_and_knife: 318 - A simple, Pythonic library for browsing the web without a standalone web browser. +* [:octocat: grab](https://github.com/lorien/grab) - :star: 1951 :fork_and_knife: 246 - Site scraping framework. +* [:octocat: MechanicalSoup](https://github.com/MechanicalSoup/MechanicalSoup) - :star: 3512 :fork_and_knife: 312 - A Python library for automating interaction with websites. +* [:octocat: pyspider](https://github.com/binux/pyspider) - :star: 14479 :fork_and_knife: 3513 - A powerful spider system. +* [:octocat: robobrowser](https://github.com/jmcarp/robobrowser) - :star: 3465 :fork_and_knife: 319 - A simple, Pythonic library for browsing the web without a standalone web browser. * [:earth_americas: scrapy](https://scrapy.org/) - A fast high-level screen scraping and web crawling framework. -* [:octocat: portia](https://github.com/scrapinghub/portia) - :star: 7826 :fork_and_knife: 1265 - Visual scraping for Scrapy. +* [:octocat: portia](https://github.com/scrapinghub/portia) - :star: 7841 :fork_and_knife: 1265 - Visual scraping for Scrapy. ## Web Frameworks @@ -1234,13 +1234,13 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * Synchronous * [:earth_americas: Django](https://www.djangoproject.com/) - The most popular web framework in Python. - * [:octocat: awesome-django](https://github.com/wsvincent/awesome-django) - :star: 2418 :fork_and_knife: 466 - * [:octocat: awesome-django](https://github.com/shahraizali/awesome-django) - :star: 400 :fork_and_knife: 73 + * [:octocat: awesome-django](https://github.com/wsvincent/awesome-django) - :star: 2490 :fork_and_knife: 477 + * [:octocat: awesome-django](https://github.com/shahraizali/awesome-django) - :star: 410 :fork_and_knife: 76 * [:earth_americas: Flask](http://flask.pocoo.org/) - A microframework for Python. - * [:octocat: awesome-flask](https://github.com/humiaozuzu/awesome-flask) - :star: 8985 :fork_and_knife: 1346 + * [:octocat: awesome-flask](https://github.com/humiaozuzu/awesome-flask) - :star: 9034 :fork_and_knife: 1350 * [:earth_americas: Pyramid](https://pylonsproject.org/) - A small, fast, down-to-earth, open source Python web framework. * [:octocat: awesome-pyramid](https://github.com/uralbash/awesome-pyramid) - :star: 488 :fork_and_knife: 54 - * [:octocat: Masonite](https://github.com/MasoniteFramework/masonite) - :star: 1426 :fork_and_knife: 88 - The modern and developer centric Python web framework. + * [:octocat: Masonite](https://github.com/MasoniteFramework/masonite) - :star: 1426 :fork_and_knife: 87 - The modern and developer centric Python web framework. * Asynchronous * [:earth_americas: Tornado](http://www.tornadoweb.org/en/latest/) - A web framework and asynchronous networking library. @@ -1248,19 +1248,19 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for working with WebSocket.* -* [:octocat: autobahn-python](https://github.com/crossbario/autobahn-python) - :star: 2191 :fork_and_knife: 618 - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). -* [:octocat: channels](https://github.com/django/channels) - :star: 4486 :fork_and_knife: 612 - Developer-friendly asynchrony for Django. -* [:octocat: websockets](https://github.com/aaugustin/websockets) - :star: 2808 :fork_and_knife: 329 - A library for building WebSocket servers and clients with a focus on correctness and simplicity. +* [:octocat: autobahn-python](https://github.com/crossbario/autobahn-python) - :star: 2194 :fork_and_knife: 615 - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). +* [:octocat: channels](https://github.com/django/channels) - :star: 4496 :fork_and_knife: 617 - Developer-friendly asynchrony for Django. +* [:octocat: websockets](https://github.com/aaugustin/websockets) - :star: 2861 :fork_and_knife: 335 - A library for building WebSocket servers and clients with a focus on correctness and simplicity. ## WSGI Servers *WSGI-compatible web servers.* -* [:octocat: bjoern](https://github.com/jonashaag/bjoern) - :star: 2382 :fork_and_knife: 174 - Asynchronous, very fast and written in C. -* [:octocat: gunicorn](https://github.com/benoitc/gunicorn) - :star: 7011 :fork_and_knife: 1312 - Pre-forked, partly written in C. +* [:octocat: bjoern](https://github.com/jonashaag/bjoern) - :star: 2389 :fork_and_knife: 174 - Asynchronous, very fast and written in C. +* [:octocat: gunicorn](https://github.com/benoitc/gunicorn) - :star: 7041 :fork_and_knife: 1320 - Pre-forked, partly written in C. * [:earth_americas: uWSGI](https://uwsgi-docs.readthedocs.io/en/latest/) - A project aims at developing a full stack for building hosting services, written in C. -* [:octocat: waitress](https://github.com/Pylons/waitress) - :star: 791 :fork_and_knife: 114 - Multi-threaded, powers Pyramid. -* [:octocat: werkzeug](https://github.com/pallets/werkzeug) - :star: 5390 :fork_and_knife: 1470 - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects. +* [:octocat: waitress](https://github.com/Pylons/waitress) - :star: 798 :fork_and_knife: 115 - Multi-threaded, powers Pyramid. +* [:octocat: werkzeug](https://github.com/pallets/werkzeug) - :star: 5395 :fork_and_knife: 1472 - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects. # Resources