From 6c9d65c659b189c654d2c6c6121d26084c1ca940 Mon Sep 17 00:00:00 2001 From: trananhkma Date: Mon, 3 Dec 2018 09:03:29 +0700 Subject: [PATCH] "update 2018-12-03T09:03:29.021331" --- README.md | 756 +++++++++++++++++++++++++++--------------------------- 1 file changed, 378 insertions(+), 378 deletions(-) diff --git a/README.md b/README.md index 1998e87..03d6fae 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/Eugeny/ajenti) - :star: 216 :fork_and_knife: 43 - The admin panel your servers deserve. +* [:octocat: Ajenti](https://github.com/Eugeny/ajenti) - :star: 215 :fork_and_knife: 43 - 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: 3348 :fork_and_knife: 1010 - Drop-in replacement of Django admin comes with lots of goodies. -* [:octocat: flask-admin](https://github.com/flask-admin/flask-admin) - :star: 3226 :fork_and_knife: 951 - Simple and extensible administrative interface framework for Flask. -* [:octocat: flower](https://github.com/mher/flower) - :star: 3257 :fork_and_knife: 580 - Real-time monitor and web admin for Celery. +* [:octocat: django-xadmin](https://github.com/sshwsfc/xadmin) - :star: 3397 :fork_and_knife: 1033 - Drop-in replacement of Django admin comes with lots of goodies. +* [:octocat: flask-admin](https://github.com/flask-admin/flask-admin) - :star: 3258 :fork_and_knife: 959 - Simple and extensible administrative interface framework for Flask. +* [:octocat: flower](https://github.com/mher/flower) - :star: 3301 :fork_and_knife: 582 - 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: 1123 :fork_and_knife: 113 - A Django app which creates automatic web UIs for Python scripts. +* [:octocat: Wooey](https://github.com/wooey/wooey) - :star: 1134 :fork_and_knife: 119 - 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: 714 - A module of algorithms for Python. -* [:octocat: PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - :star: 644 :fork_and_knife: 55 - A simple yet effective library for implementing common design patterns. -* [:octocat: python-patterns](https://github.com/faif/python-patterns) - :star: 17821 :fork_and_knife: 3980 - A collection of design patterns in Python. +* [:octocat: algorithms](https://github.com/nryoung/algorithms) - :star: 2882 :fork_and_knife: 713 - A module of algorithms for Python. +* [:octocat: PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - :star: 665 :fork_and_knife: 57 - A simple yet effective library for implementing common design patterns. +* [:octocat: python-patterns](https://github.com/faif/python-patterns) - :star: 18127 :fork_and_knife: 4037 - 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: 848 :fork_and_knife: 250 - 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: 23 :fork_and_knife: 5 - Simple spam blocker for Django. +* [:octocat: django-simple-captcha](https://github.com/mbi/django-simple-captcha) - :star: 865 :fork_and_knife: 257 - 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: 25 :fork_and_knife: 5 - 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: 2111 :fork_and_knife: 532 - Compresses linked and inline JavaScript or CSS into a single cached file. -* [:octocat: django-pipeline](https://github.com/jazzband/django-pipeline) - :star: 1273 :fork_and_knife: 314 - An asset packaging library for Django. -* [:octocat: django-storages](https://github.com/jschneier/django-storages) - :star: 1047 :fork_and_knife: 490 - A collection of custom storage back ends for Django. +* [:octocat: django-compressor](https://github.com/django-compressor/django-compressor) - :star: 2121 :fork_and_knife: 534 - Compresses linked and inline JavaScript or CSS into a single cached file. +* [:octocat: django-pipeline](https://github.com/jazzband/django-pipeline) - :star: 1276 :fork_and_knife: 318 - An asset packaging library for Django. +* [:octocat: django-storages](https://github.com/jschneier/django-storages) - :star: 1064 :fork_and_knife: 494 - 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: 356 :fork_and_knife: 79 - Helps you integrate webassets into your Flask app. -* [:octocat: jinja-assets-compressor](https://github.com/jaysonsantos/jinja-assets-compressor) - :star: 84 :fork_and_knife: 11 - A Jinja extension to compile and compress your assets. -* [:octocat: webassets](https://github.com/miracle2k/webassets) - :star: 838 :fork_and_knife: 238 - Bundles, optimizes, and manages unique cache-busting URLs for static resources. +* [:octocat: flask-assets](https://github.com/miracle2k/flask-assets) - :star: 359 :fork_and_knife: 79 - Helps you integrate webassets into your Flask app. +* [:octocat: jinja-assets-compressor](https://github.com/jaysonsantos/jinja-assets-compressor) - :star: 85 :fork_and_knife: 11 - A Jinja extension to compile and compress your assets. +* [:octocat: webassets](https://github.com/miracle2k/webassets) - :star: 841 :fork_and_knife: 237 - Bundles, optimizes, and manages unique cache-busting URLs for static resources. ## Audio *Libraries for manipulating audio.* -* [:octocat: audiolazy](https://github.com/danilobellini/audiolazy) - :star: 440 :fork_and_knife: 61 - Expressive Digital Signal Processing (DSP) package for Python. -* [:octocat: audioread](https://github.com/beetbox/audioread) - :star: 223 :fork_and_knife: 62 - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. +* [:octocat: audiolazy](https://github.com/danilobellini/audiolazy) - :star: 467 :fork_and_knife: 62 - Expressive Digital Signal Processing (DSP) package for Python. +* [:octocat: audioread](https://github.com/beetbox/audioread) - :star: 228 :fork_and_knife: 62 - 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: 4115 :fork_and_knife: 901 - Audio fingerprinting and recognition. -* [:octocat: django-elastic-transcoder](https://github.com/StreetVoice/django-elastic-transcoder) - :star: 52 :fork_and_knife: 32 - Django + [Amazon Elastic Transcoder](http://aws.amazon.com/elastictranscoder/). +* [:octocat: dejavu](https://github.com/worldveil/dejavu) - :star: 4147 :fork_and_knife: 921 - Audio fingerprinting and recognition. +* [:octocat: django-elastic-transcoder](https://github.com/StreetVoice/django-elastic-transcoder) - :star: 54 :fork_and_knife: 33 - 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: 475 :fork_and_knife: 158 - A module for parsing m3u8 file. +* [:octocat: m3u8](https://github.com/globocom/m3u8) - :star: 489 :fork_and_knife: 159 - 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: 2957 :fork_and_knife: 400 - Manipulate audio with a simple and easy high level interface. -* [:octocat: pyechonest](https://github.com/echonest/pyechonest) - :star: 615 :fork_and_knife: 1000 - Python client for the [Echo Nest](http://developer.echonest.com/) API. +* [:octocat: pydub](https://github.com/jiaaro/pydub) - :star: 3016 :fork_and_knife: 402 - Manipulate audio with a simple and easy high level interface. +* [:octocat: pyechonest](https://github.com/echonest/pyechonest) - :star: 618 :fork_and_knife: 998 - 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: 227 :fork_and_knife: 38 - Open web audio processing framework. -* [:octocat: tinytag](https://github.com/devsnd/tinytag) - :star: 310 :fork_and_knife: 58 - A library for reading music meta data of MP3, OGG, FLAC and Wave files. +* [:octocat: TimeSide](https://github.com/Parisson/TimeSide) - :star: 228 :fork_and_knife: 38 - Open web audio processing framework. +* [:octocat: tinytag](https://github.com/devsnd/tinytag) - :star: 311 :fork_and_knife: 60 - 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: 4131 :fork_and_knife: 1484 - Authentication app for Django that "just works." - * [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - :star: 1437 :fork_and_knife: 459 - OAuth 2 goodies for Django. - * [:octocat: Flask-OAuthlib](https://github.com/lepture/flask-oauthlib) - :star: 1294 :fork_and_knife: 398 - OAuth 1.0/a, 2.0 implementation of client and provider for Flask. - * [:octocat: OAuthLib](https://github.com/idan/oauthlib) - :star: 1680 :fork_and_knife: 364 - A generic and thorough implementation of the OAuth request-signing logic. - * [:octocat: python-oauth2](https://github.com/joestump/python-oauth2) - :star: 2789 :fork_and_knife: 1018 - A fully tested, abstract interface to creating OAuth clients and servers. - * [:octocat: python-social-auth](https://github.com/omab/python-social-auth) - :star: 2755 :fork_and_knife: 1172 - An easy-to-setup social authentication mechanism. - * [:octocat: rauth](https://github.com/litl/rauth) - :star: 1530 :fork_and_knife: 162 - A Python library for OAuth 1.0/a, 2.0, and Ofly. - * [:octocat: sanction](https://github.com/demianbrecht/sanction) - :star: 173 :fork_and_knife: 40 - A dead simple OAuth2 client implementation. + * [:octocat: django-allauth](https://github.com/pennersr/django-allauth) - :star: 4192 :fork_and_knife: 1496 - Authentication app for Django that "just works." + * [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - :star: 1456 :fork_and_knife: 462 - OAuth 2 goodies for Django. + * [:octocat: Flask-OAuthlib](https://github.com/lepture/flask-oauthlib) - :star: 1299 :fork_and_knife: 401 - OAuth 1.0/a, 2.0 implementation of client and provider for Flask. + * [:octocat: OAuthLib](https://github.com/idan/oauthlib) - :star: 1691 :fork_and_knife: 365 - A generic and thorough implementation of the OAuth request-signing logic. + * [:octocat: python-oauth2](https://github.com/joestump/python-oauth2) - :star: 2795 :fork_and_knife: 1023 - A fully tested, abstract interface to creating OAuth clients and servers. + * [:octocat: python-social-auth](https://github.com/omab/python-social-auth) - :star: 2764 :fork_and_knife: 1171 - An easy-to-setup social authentication mechanism. + * [:octocat: rauth](https://github.com/litl/rauth) - :star: 1531 :fork_and_knife: 162 - A Python library for OAuth 1.0/a, 2.0, and Ofly. + * [:octocat: sanction](https://github.com/demianbrecht/sanction) - :star: 174 :fork_and_knife: 41 - A dead simple OAuth2 client implementation. * Others - * [:octocat: jose](https://github.com/demonware/jose) - :star: 72 :fork_and_knife: 21 - JavaScript Object Signing and Encryption draft implementation. - * [:octocat: PyJWT](https://github.com/jpadilla/pyjwt) - :star: 2319 :fork_and_knife: 291 - Implementation of the JSON Web Token draft 01. - * [:octocat: python-jws](https://github.com/brianloveswords/python-jws) - :star: 52 :fork_and_knife: 26 - Implementation of JSON Web Signatures draft 02. - * [:octocat: python-jwt](https://github.com/davedoesdev/python-jwt) - :star: 144 :fork_and_knife: 20 - Module for generating and verifying JSON Web Tokens. + * [:octocat: jose](https://github.com/demonware/jose) - :star: 73 :fork_and_knife: 21 - JavaScript Object Signing and Encryption draft implementation. + * [:octocat: PyJWT](https://github.com/jpadilla/pyjwt) - :star: 2359 :fork_and_knife: 292 - Implementation of the JSON Web Token draft 01. + * [:octocat: python-jws](https://github.com/brianloveswords/python-jws) - :star: 53 :fork_and_knife: 26 - Implementation of JSON Web Signatures draft 02. + * [:octocat: python-jwt](https://github.com/davedoesdev/python-jwt) - :star: 147 :fork_and_knife: 20 - 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: 2697 :fork_and_knife: 365 - A console tool to build code with different development platforms. -* [:octocat: PyBuilder](https://github.com/pybuilder/pybuilder) - :star: 1050 :fork_and_knife: 197 - A continuous build tool written in pure Python. +* [:octocat: PlatformIO](https://github.com/platformio/platformio) - :star: 2739 :fork_and_knife: 372 - A console tool to build code with different development platforms. +* [:octocat: PyBuilder](https://github.com/pybuilder/pybuilder) - :star: 1056 :fork_and_knife: 199 - 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: 384 :fork_and_knife: 114 - 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: 386 :fork_and_knife: 114 - 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: 715 :fork_and_knife: 148 - Automatic caching and invalidation for Django models. -* [:octocat: django-cacheops](https://github.com/Suor/django-cacheops) - :star: 940 :fork_and_knife: 139 - A slick ORM cache with automatic granular event-driven invalidation. -* [:octocat: django-viewlet](https://github.com/5monkeys/django-viewlet) - :star: 57 :fork_and_knife: 14 - Render template parts with extended cache control. +* [:octocat: django-cache-machine](https://github.com/django-cache-machine/django-cache-machine) - :star: 717 :fork_and_knife: 149 - Automatic caching and invalidation for Django models. +* [:octocat: django-cacheops](https://github.com/Suor/django-cacheops) - :star: 950 :fork_and_knife: 140 - A slick ORM cache with automatic granular event-driven invalidation. +* [:octocat: django-viewlet](https://github.com/5monkeys/django-viewlet) - :star: 58 :fork_and_knife: 14 - 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: 282 :fork_and_knife: 95 - A caching framework for django applications. -* [:octocat: pylibmc](https://github.com/lericson/pylibmc) - :star: 398 :fork_and_knife: 116 - A Python wrapper around the [libmemcached](http://libmemcached.org/libMemcached.html) interface. +* [:octocat: johnny-cache](https://github.com/jmoiron/johnny-cache) - :star: 283 :fork_and_knife: 94 - A caching framework for django applications. +* [:octocat: pylibmc](https://github.com/lericson/pylibmc) - :star: 400 :fork_and_knife: 117 - 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: 528 :fork_and_knife: 84 - Turn your Python and JavaScript code into DOT flowcharts. - * [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - :star: 1191 :fork_and_knife: 177 - A library that visualises the flow (call graph) of your Python application. + * [:octocat: code2flow](https://github.com/scottrogowski/code2flow) - :star: 537 :fork_and_knife: 85 - Turn your Python and JavaScript code into DOT flowcharts. + * [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - :star: 1201 :fork_and_knife: 183 - 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: 483 :fork_and_knife: 56 - Code audit tool for Python and JavaScript. + * [:octocat: pylama](https://github.com/klen/pylama) - :star: 495 :fork_and_knife: 57 - 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: 1188 :fork_and_knife: 101 - 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: 1219 :fork_and_knife: 104 - 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: 2461 :fork_and_knife: 227 - Python Command-line Application Tools. + * [:octocat: clint](https://github.com/kennethreitz/clint) - :star: 2467 :fork_and_knife: 226 - 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: 6218 :fork_and_knife: 381 - Turn command line programs into a full GUI application with one line - * [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - :star: 4863 :fork_and_knife: 337 - A Library for building powerful interactive command lines. + * [:octocat: Gooey](https://github.com/chriskiehl/Gooey) - :star: 6252 :fork_and_knife: 384 - Turn command line programs into a full GUI application with one line + * [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - :star: 4911 :fork_and_knife: 344 - A Library for building powerful interactive command lines. * Productivity Tools - * [:octocat: aws-cli](https://github.com/aws/aws-cli) - :star: 7133 :fork_and_knife: 1475 - A universal command-line interface for Amazon Web Services. - * [:octocat: bashplotlib](https://github.com/glamp/bashplotlib) - :star: 1057 :fork_and_knife: 65 - Making basic plots in the terminal. - * [:octocat: caniusepython3](https://github.com/brettcannon/caniusepython3) - :star: 356 :fork_and_knife: 43 - Determine what projects are blocking you from porting to Python 3. - * [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - :star: 8188 :fork_and_knife: 897 - A command-line utility that creates projects from cookiecutters (project templates). - * [:octocat: doitlive](https://github.com/sloria/doitlive) - :star: 2250 :fork_and_knife: 70 - A tool for live presentations in the terminal. - * [:octocat: howdoi](https://github.com/gleitz/howdoi) - :star: 6800 :fork_and_knife: 617 - Instant coding answers via the command line. - * [:octocat: httpie](https://github.com/jkbrzt/httpie) - :star: 38048 :fork_and_knife: 2546 - A command line HTTP client, a user-friendly cURL replacement. - * [:octocat: mycli](https://github.com/dbcli/mycli) - :star: 6402 :fork_and_knife: 388 - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting. - * [:octocat: PathPicker](https://github.com/facebook/PathPicker) - :star: 3941 :fork_and_knife: 258 - Select files out of bash output. - * [:octocat: percol](https://github.com/mooz/percol) - :star: 2631 :fork_and_knife: 129 - Adds flavor of interactive selection to the traditional pipe concept on UNIX. - * [:octocat: pgcli](https://github.com/dbcli/pgcli) - :star: 7174 :fork_and_knife: 332 - Postgres CLI with autocompletion and syntax highlighting. - * [:octocat: SAWS](https://github.com/donnemartin/saws) - :star: 3779 :fork_and_knife: 192 - A Supercharged AWS CLI. - * [:octocat: thefuck](https://github.com/nvbn/thefuck) - :star: 38500 :fork_and_knife: 1902 - Correcting your previous console command. - * [:octocat: try](https://github.com/timofurrer/try) - :star: 450 :fork_and_knife: 21 - A dead simple CLI to try out python packages - It's never been easier. + * [:octocat: aws-cli](https://github.com/aws/aws-cli) - :star: 7230 :fork_and_knife: 1504 - A universal command-line interface for Amazon Web Services. + * [:octocat: bashplotlib](https://github.com/glamp/bashplotlib) - :star: 1075 :fork_and_knife: 66 - Making basic plots in the terminal. + * [:octocat: caniusepython3](https://github.com/brettcannon/caniusepython3) - :star: 359 :fork_and_knife: 43 - Determine what projects are blocking you from porting to Python 3. + * [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - :star: 8373 :fork_and_knife: 919 - A command-line utility that creates projects from cookiecutters (project templates). + * [:octocat: doitlive](https://github.com/sloria/doitlive) - :star: 2263 :fork_and_knife: 73 - A tool for live presentations in the terminal. + * [:octocat: howdoi](https://github.com/gleitz/howdoi) - :star: 6860 :fork_and_knife: 621 - Instant coding answers via the command line. + * [:octocat: httpie](https://github.com/jkbrzt/httpie) - :star: 38398 :fork_and_knife: 2556 - A command line HTTP client, a user-friendly cURL replacement. + * [:octocat: mycli](https://github.com/dbcli/mycli) - :star: 6607 :fork_and_knife: 401 - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting. + * [:octocat: PathPicker](https://github.com/facebook/PathPicker) - :star: 3953 :fork_and_knife: 259 - Select files out of bash output. + * [:octocat: percol](https://github.com/mooz/percol) - :star: 2645 :fork_and_knife: 129 - Adds flavor of interactive selection to the traditional pipe concept on UNIX. + * [:octocat: pgcli](https://github.com/dbcli/pgcli) - :star: 7316 :fork_and_knife: 334 - Postgres CLI with autocompletion and syntax highlighting. + * [:octocat: SAWS](https://github.com/donnemartin/saws) - :star: 3797 :fork_and_knife: 192 - A Supercharged AWS CLI. + * [:octocat: thefuck](https://github.com/nvbn/thefuck) - :star: 38957 :fork_and_knife: 1920 - Correcting your previous console command. + * [:octocat: try](https://github.com/timofurrer/try) - :star: 455 :fork_and_knife: 21 - 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: 504 :fork_and_knife: 47 - Modernizes Python code for eventual Python 3 migration. +* [:octocat: Python-Modernize](https://github.com/mitsuhiko/python-modernize) - :star: 507 :fork_and_knife: 47 - 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: 908 :fork_and_knife: 150 - A wrapper for Tesseract and Cuneiform. -* [:octocat: pytesseract](https://github.com/madmaze/pytesseract) - :star: 1736 :fork_and_knife: 277 - Another wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr). +* [:octocat: pyocr](https://github.com/jflesch/pyocr) - :star: 912 :fork_and_knife: 150 - A wrapper for Tesseract and Cuneiform. +* [:octocat: pytesseract](https://github.com/madmaze/pytesseract) - :star: 1785 :fork_and_knife: 285 - 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: 961 :fork_and_knife: 163 - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet). +* [:octocat: gevent](http://www.gevent.org/) - :star: 965 :fork_and_knife: 165 - 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: 1396 :fork_and_knife: 95 - Magic decorator syntax for asynchronous code. -* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 5304 :fork_and_knife: 301 - Ultra fast implementation of asyncio event loop on top of libuv. +* [:octocat: Tomorrow](https://github.com/madisonmay/Tomorrow) - :star: 1405 :fork_and_knife: 95 - Magic decorator syntax for asynchronous code. +* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 5362 :fork_and_knife: 305 - 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: 838 :fork_and_knife: 72 - Strict separation of settings from code. +* [:octocat: python-decouple](https://github.com/henriquebastos/python-decouple) - :star: 862 :fork_and_knife: 73 - 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: 841 :fork_and_knife: 72 - Implementation of [hashids](http://hashids.org) in Python. +* [:octocat: hashids](https://github.com/davidaurelio/hashids-python) - :star: 851 :fork_and_knife: 72 - 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: 531 :fork_and_knife: 112 - Python binding to the Networking and Cryptography (NaCl) library. +* [:octocat: PyNacl](https://github.com/pyca/pynacl) - :star: 535 :fork_and_knife: 116 - Python binding to the Networking and Cryptography (NaCl) library. ## Data Analysis *Libraries for data analyzing.* -* [:octocat: Blaze](https://github.com/blaze/blaze) - :star: 2510 :fork_and_knife: 333 - NumPy and Pandas interface to Big Data. -* [:octocat: Open Mining](https://github.com/mining/mining) - :star: 926 :fork_and_knife: 176 - Business Intelligence (BI) in Pandas interface. +* [:octocat: Blaze](https://github.com/blaze/blaze) - :star: 2532 :fork_and_knife: 334 - NumPy and Pandas interface to Big Data. +* [:octocat: Open Mining](https://github.com/mining/mining) - :star: 938 :fork_and_knife: 177 - 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: 1418 :fork_and_knife: 150 - A lightweight and extensible data validation library. +* [:octocat: Cerberus](https://github.com/nicolaiarocci/cerberus/) - :star: 1445 :fork_and_knife: 153 - 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: 1898 :fork_and_knife: 325 - An implementation of [JSON Schema](http://json-schema.org/) for Python. -* [:octocat: schema](https://github.com/keleshev/schema) - :star: 1555 :fork_and_knife: 138 - A library for validating Python data structures. -* [:octocat: Schematics](https://github.com/schematics/schematics) - :star: 2062 :fork_and_knife: 259 - Data Structure Validation. -* [:octocat: valideer](https://github.com/podio/valideer) - :star: 210 :fork_and_knife: 15 - Lightweight extensible data validation and adaptation library. -* [:octocat: voluptuous](https://github.com/alecthomas/voluptuous) - :star: 1317 :fork_and_knife: 162 - A Python data validation library. +* [:octocat: jsonschema](https://github.com/Julian/jsonschema) - :star: 1941 :fork_and_knife: 329 - An implementation of [JSON Schema](http://json-schema.org/) for Python. +* [:octocat: schema](https://github.com/keleshev/schema) - :star: 1586 :fork_and_knife: 140 - A library for validating Python data structures. +* [:octocat: Schematics](https://github.com/schematics/schematics) - :star: 2079 :fork_and_knife: 259 - Data Structure Validation. +* [:octocat: valideer](https://github.com/podio/valideer) - :star: 212 :fork_and_knife: 15 - Lightweight extensible data validation and adaptation library. +* [:octocat: voluptuous](https://github.com/alecthomas/voluptuous) - :star: 1326 :fork_and_knife: 161 - 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: 2891 :fork_and_knife: 284 - Declarative statistical visualization library for Python. -* [:octocat: Bokeh](https://github.com/bokeh/bokeh) - :star: 8418 :fork_and_knife: 2252 - Interactive Web Plotting for Python. -* [:octocat: ggplot](https://github.com/yhat/ggplot) - :star: 3389 :fork_and_knife: 532 - Same API as ggplot2 for R. +* [:octocat: Altair](https://github.com/altair-viz/altair) - :star: 2968 :fork_and_knife: 296 - Declarative statistical visualization library for Python. +* [:octocat: Bokeh](https://github.com/bokeh/bokeh) - :star: 8567 :fork_and_knife: 2302 - Interactive Web Plotting for Python. +* [:octocat: ggplot](https://github.com/yhat/ggplot) - :star: 3405 :fork_and_knife: 537 - 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: 5426 :fork_and_knife: 855 - Statistical data visualization using Matplotlib. -* [:octocat: VisPy](https://github.com/vispy/vispy) - :star: 1818 :fork_and_knife: 400 - High-performance scientific visualization based on OpenGL. +* [:octocat: Seaborn](https://github.com/mwaskom/seaborn) - :star: 5503 :fork_and_knife: 873 - Statistical data visualization using Matplotlib. +* [:octocat: VisPy](https://github.com/vispy/vispy) - :star: 1837 :fork_and_knife: 405 - 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: 2481 :fork_and_knife: 247 - A tiny, document-oriented database. +* [:octocat: TinyDB](https://github.com/msiemens/tinydb) - :star: 2522 :fork_and_knife: 252 - 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. @@ -367,39 +367,39 @@ 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: 1268 :fork_and_knife: 196 - mysql-python fork supporting Python 3. + * [:octocat: mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - :star: 1291 :fork_and_knife: 198 - 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: 4500 :fork_and_knife: 981 - Pure Python MySQL driver compatible to mysql-python. + * [:octocat: PyMySQL](https://github.com/PyMySQL/PyMySQL) - :star: 4570 :fork_and_knife: 992 - 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: 190 :fork_and_knife: 20 - A wrapper of the psycopg2 library for interacting with PostgreSQL. - * [:octocat: txpostgres](https://github.com/wulczer/txpostgres) - :star: 98 :fork_and_knife: 24 - Twisted based asynchronous driver for PostgreSQL. + * [:octocat: queries](https://github.com/gmr/queries) - :star: 192 :fork_and_knife: 19 - A wrapper of the psycopg2 library for interacting with PostgreSQL. + * [:octocat: txpostgres](https://github.com/wulczer/txpostgres) - :star: 100 :fork_and_knife: 24 - 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: 3309 :fork_and_knife: 208 - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL. + * [:octocat: dataset](https://github.com/pudo/dataset) - :star: 3334 :fork_and_knife: 209 - 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: 947 :fork_and_knife: 392 - Python driver for Cassandra. - * [:octocat: HappyBase](https://github.com/wbolster/happybase) - :star: 426 :fork_and_knife: 134 - A developer-friendly library for Apache HBase. - * [:octocat: Plyvel](https://github.com/wbolster/plyvel) - :star: 236 :fork_and_knife: 41 - A fast and feature-rich Python interface to LevelDB. + * [:octocat: cassandra-python-driver](https://github.com/datastax/python-driver) - :star: 966 :fork_and_knife: 393 - Python driver for Cassandra. + * [:octocat: HappyBase](https://github.com/wbolster/happybase) - :star: 433 :fork_and_knife: 135 - A developer-friendly library for Apache HBase. + * [:octocat: Plyvel](https://github.com/wbolster/plyvel) - :star: 238 :fork_and_knife: 41 - 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: 502 :fork_and_knife: 143 - Python Thrift driver for Cassandra. + * [:octocat: pycassa](https://github.com/pycassa/pycassa) - :star: 503 :fork_and_knife: 142 - 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: 6807 :fork_and_knife: 1576 - The Redis Python Client. - * [:octocat: telephus](https://github.com/driftx/Telephus) - :star: 92 :fork_and_knife: 30 - Twisted based client for Cassandra. - * [:octocat: txRedis](https://github.com/deldotdr/txRedis) - :star: 115 :fork_and_knife: 37 - Twisted based client for Redis. + * [:octocat: redis-py](https://github.com/andymccurdy/redis-py) - :star: 6892 :fork_and_knife: 1586 - The Redis Python Client. + * [:octocat: telephus](https://github.com/driftx/Telephus) - :star: 93 :fork_and_knife: 30 - Twisted based client for Cassandra. + * [:octocat: txRedis](https://github.com/deldotdr/txRedis) - :star: 117 :fork_and_knife: 37 - Twisted based client for Redis. ## Date and Time *Libraries for working with dates and times.* -* [:octocat: arrow](https://github.com/crsmithdev/arrow) - :star: 5261 :fork_and_knife: 440 - Better dates & times for Python. -* [:octocat: Chronyk](https://github.com/KoffeinFlummi/Chronyk) - :star: 261 :fork_and_knife: 9 - A Python 3 library for parsing human-written times and dates. -* [:octocat: dateutil](https://github.com/dateutil/dateutil) - :star: 815 :fork_and_knife: 239 - Extensions to the standard Python [datetime](https://docs.python.org/2/library/datetime.html) module. -* [:octocat: delorean](https://github.com/myusuf3/delorean/) - :star: 1485 :fork_and_knife: 87 - A library for clearing up the inconvenient truths that arise dealing with datetimes. -* [:octocat: moment](https://github.com/zachwill/moment) - :star: 539 :fork_and_knife: 30 - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/). -* [:octocat: Pendulum](https://github.com/sdispater/pendulum) - :star: 2882 :fork_and_knife: 133 - Python datetimes made easy. -* [:octocat: PyTime](https://github.com/shinux/PyTime) - :star: 121 :fork_and_knife: 18 - A easy-use Python module which aims to operate date/time/datetime by string. +* [:octocat: arrow](https://github.com/crsmithdev/arrow) - :star: 5282 :fork_and_knife: 441 - Better dates & times for Python. +* [:octocat: Chronyk](https://github.com/KoffeinFlummi/Chronyk) - :star: 260 :fork_and_knife: 9 - A Python 3 library for parsing human-written times and dates. +* [:octocat: dateutil](https://github.com/dateutil/dateutil) - :star: 834 :fork_and_knife: 242 - Extensions to the standard Python [datetime](https://docs.python.org/2/library/datetime.html) module. +* [:octocat: delorean](https://github.com/myusuf3/delorean/) - :star: 1495 :fork_and_knife: 87 - A library for clearing up the inconvenient truths that arise dealing with datetimes. +* [:octocat: moment](https://github.com/zachwill/moment) - :star: 545 :fork_and_knife: 30 - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/). +* [:octocat: Pendulum](https://github.com/sdispater/pendulum) - :star: 2973 :fork_and_knife: 140 - Python datetimes made easy. +* [:octocat: PyTime](https://github.com/shinux/PyTime) - :star: 124 :fork_and_knife: 19 - 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: 175 :fork_and_knife: 15 - 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: 5092 :fork_and_knife: 804 - Display various debug information for Django. - * [:octocat: django-devserver](https://github.com/dcramer/django-devserver) - :star: 1242 :fork_and_knife: 165 - A drop-in replacement for Django's runserver. - * [:octocat: flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - :star: 668 :fork_and_knife: 101 - A port of the django-debug-toolbar to flask. + * [:octocat: django-debug-toolbar](https://github.com/django-debug-toolbar/django-debug-toolbar) - :star: 5138 :fork_and_knife: 807 - Display various debug information for Django. + * [:octocat: django-devserver](https://github.com/dcramer/django-devserver) - :star: 1241 :fork_and_knife: 165 - A drop-in replacement for Django's runserver. + * [:octocat: flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - :star: 672 :fork_and_knife: 102 - 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: 1489 :fork_and_knife: 64 - Debugger capable of attaching to and injecting code into Python processes. - * [:octocat: wdb](https://github.com/Kozea/wdb) - :star: 1326 :fork_and_knife: 81 - An improbable web debugger through WebSockets. + * [:octocat: pyringe](https://github.com/google/pyringe) - :star: 1493 :fork_and_knife: 65 - Debugger capable of attaching to and injecting code into Python processes. + * [:octocat: wdb](https://github.com/Kozea/wdb) - :star: 1331 :fork_and_knife: 82 - 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: 2425 :fork_and_knife: 174 - Line-by-line profiling. - * [:octocat: memory_profiler](https://github.com/fabianp/memory_profiler) - :star: 7 :fork_and_knife: 5 - Monitor Memory usage of Python code. - * [:octocat: profiling](https://github.com/what-studio/profiling) - :star: 2769 :fork_and_knife: 108 - An interactive Python profiler. + * [:octocat: line_profiler](https://github.com/rkern/line_profiler) - :star: 2464 :fork_and_knife: 176 - Line-by-line profiling. + * [:octocat: memory_profiler](https://github.com/fabianp/memory_profiler) - :star: 11 :fork_and_knife: 4 - Monitor Memory usage of Python code. + * [:octocat: profiling](https://github.com/what-studio/profiling) - :star: 2782 :fork_and_knife: 108 - An interactive Python profiler. * Others - * [:octocat: pyelftools](https://github.com/eliben/pyelftools) - :star: 708 :fork_and_knife: 261 - Parsing and analyzing ELF files and DWARF debugging information. - * [:octocat: python-statsd](https://github.com/WoLpH/python-statsd) - :star: 96 :fork_and_knife: 39 - Python Client for the [statsd](https://github.com/etsy/statsd/) server. + * [:octocat: pyelftools](https://github.com/eliben/pyelftools) - :star: 725 :fork_and_knife: 263 - Parsing and analyzing ELF files and DWARF debugging information. + * [:octocat: python-statsd](https://github.com/WoLpH/python-statsd) - :star: 98 :fork_and_knife: 39 - 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: 26122 :fork_and_knife: 15918 - A fast open framework for deep learning.. -* [:octocat: Keras](https://github.com/fchollet/keras) - :star: 35178 :fork_and_knife: 13371 - 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: 26381 :fork_and_knife: 16063 - A fast open framework for deep learning.. +* [:octocat: Keras](https://github.com/fchollet/keras) - :star: 35991 :fork_and_knife: 13739 - 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: 113990 :fork_and_knife: 69375 - The most popular Deep Learning framework created by Google. -* [:octocat: Theano](https://github.com/Theano/Theano) - :star: 8556 :fork_and_knife: 2460 - A library for fast numerical computation. +* [:octocat: TensorFlow](https://github.com/tensorflow/tensorflow) - :star: 115768 :fork_and_knife: 70236 - The most popular Deep Learning framework created by Google. +* [:octocat: Theano](https://github.com/Theano/Theano) - :star: 8598 :fork_and_knife: 2463 - A library for fast numerical computation. ## DevOps Tools *Software and libraries for DevOps.* -* [:octocat: Ansible](https://github.com/ansible/ansible) - :star: 33626 :fork_and_knife: 13406 - A radically simple IT automation platform. +* [:octocat: Ansible](https://github.com/ansible/ansible) - :star: 34073 :fork_and_knife: 13638 - 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: 1238 :fork_and_knife: 158 - Chef-like functionality for Fabric. +* [:octocat: cuisine](https://github.com/sebastien/cuisine) - :star: 1239 :fork_and_knife: 158 - 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: 1176 :fork_and_knife: 220 - Tools for writing awesome Fabric files. -* [:octocat: honcho](https://github.com/nickstenning/honcho) - :star: 1171 :fork_and_knife: 115 - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications. +* [:octocat: Fabtools](https://github.com/ronnix/fabtools) - :star: 1178 :fork_and_knife: 220 - Tools for writing awesome Fabric files. +* [:octocat: honcho](https://github.com/nickstenning/honcho) - :star: 1181 :fork_and_knife: 115 - 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: 1356 :fork_and_knife: 328 - Controlling interactive programs in a pseudo-terminal like GNU expect. -* [:octocat: psutil](https://github.com/giampaolo/psutil) - :star: 4213 :fork_and_knife: 699 - A cross-platform process and system utilities module. -* [:octocat: SaltStack](https://github.com/saltstack/salt) - :star: 9366 :fork_and_knife: 4390 - Infrastructure automation and management system. -* [:octocat: supervisor](https://github.com/Supervisor/supervisor) - :star: 4793 :fork_and_knife: 862 - Supervisor process control system for UNIX. +* [:octocat: pexpect](https://github.com/pexpect/pexpect) - :star: 1371 :fork_and_knife: 333 - Controlling interactive programs in a pseudo-terminal like GNU expect. +* [:octocat: psutil](https://github.com/giampaolo/psutil) - :star: 4295 :fork_and_knife: 709 - A cross-platform process and system utilities module. +* [:octocat: SaltStack](https://github.com/saltstack/salt) - :star: 9419 :fork_and_knife: 4420 - Infrastructure automation and management system. +* [:octocat: supervisor](https://github.com/Supervisor/supervisor) - :star: 4852 :fork_and_knife: 873 - 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: 1226 :fork_and_knife: 132 - Build and distribute a virtualenv as a Debian package. +* [:octocat: dh-virtualenv](https://github.com/spotify/dh-virtualenv) - :star: 1233 :fork_and_knife: 135 - 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: 4651 :fork_and_knife: 1010 - Converts Python programs into stand-alone executables (cross-platform). +* [:octocat: PyInstaller](https://github.com/pyinstaller/pyinstaller) - :star: 4729 :fork_and_knife: 1034 - 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: 472 :fork_and_knife: 40 + * [:octocat: awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc) - :star: 483 :fork_and_knife: 40 * [:earth_americas: MkDocs](http://www.mkdocs.org/) - Markdown friendly documentation generator. -* [:octocat: pdoc](https://github.com/BurntSushi/pdoc) - :star: 539 :fork_and_knife: 79 - Epydoc replacement to auto generate API documentation for Python libraries. -* [:octocat: Pycco](https://github.com/pycco-docs/pycco) - :star: 623 :fork_and_knife: 126 - The literate-programming-style documentation generator. +* [:octocat: pdoc](https://github.com/BurntSushi/pdoc) - :star: 547 :fork_and_knife: 79 - Epydoc replacement to auto generate API documentation for Python libraries. +* [:octocat: Pycco](https://github.com/pycco-docs/pycco) - :star: 628 :fork_and_knife: 126 - The literate-programming-style documentation generator. ## Downloader *Libraries for downloading.* -* [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - :star: 2831 :fork_and_knife: 717 - A command line tool for managing Amazon S3 and CloudFront. -* [:octocat: s4cmd](https://github.com/bloomreach/s4cmd) - :star: 765 :fork_and_knife: 150 - Super S3 command line tool, good for higher performance. +* [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - :star: 2856 :fork_and_knife: 721 - A command line tool for managing Amazon S3 and CloudFront. +* [:octocat: s4cmd](https://github.com/bloomreach/s4cmd) - :star: 779 :fork_and_knife: 152 - 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. @@ -485,55 +485,55 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Frameworks and libraries for e-commerce and payments.* -* [:octocat: alipay](https://github.com/lxneng/alipay) - :star: 298 :fork_and_knife: 92 - Unofficial Alipay API for Python. -* [:octocat: Cartridge](https://github.com/stephenmcd/cartridge) - :star: 570 :fork_and_knife: 274 - A shopping cart app built using the Mezzanine. +* [:octocat: alipay](https://github.com/lxneng/alipay) - :star: 298 :fork_and_knife: 93 - Unofficial Alipay API for Python. +* [:octocat: Cartridge](https://github.com/stephenmcd/cartridge) - :star: 573 :fork_and_knife: 272 - 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: 1694 :fork_and_knife: 628 - A Django based shop system. -* [:octocat: merchant](https://github.com/agiliq/merchant) - :star: 910 :fork_and_knife: 162 - A Django app to accept payments from various payment processors. -* [:octocat: money](https://github.com/carlospalol/money) - :star: 139 :fork_and_knife: 17 - 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: 36 :fork_and_knife: 3 - Display money format and its filthy currencies. +* [:octocat: django-shop](https://github.com/awesto/django-shop) - :star: 1714 :fork_and_knife: 637 - A Django based shop system. +* [:octocat: merchant](https://github.com/agiliq/merchant) - :star: 913 :fork_and_knife: 162 - A Django app to accept payments from various payment processors. +* [:octocat: money](https://github.com/carlospalol/money) - :star: 144 :fork_and_knife: 17 - 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: 36 :fork_and_knife: 2 - 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: 1318 :fork_and_knife: 173 - Emacs Python Development Environment. + * [:octocat: Elpy](https://github.com/jorgenschaefer/elpy) - :star: 1333 :fork_and_knife: 174 - Emacs Python Development Environment. * Sublime Text - * [:octocat: Anaconda](https://github.com/DamnWidget/anaconda) - :star: 1886 :fork_and_knife: 216 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. - * [:octocat: SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - :star: 848 :fork_and_knife: 93 - A Sublime Text plugin to the awesome auto-complete library Jedi. + * [:octocat: Anaconda](https://github.com/DamnWidget/anaconda) - :star: 1903 :fork_and_knife: 217 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. + * [:octocat: SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - :star: 852 :fork_and_knife: 95 - A Sublime Text plugin to the awesome auto-complete library Jedi. * Vim - * [:octocat: Jedi-vim](https://github.com/davidhalter/jedi-vim) - :star: 3677 :fork_and_knife: 309 - Vim bindings for the Jedi auto-completion library for Python. - * [:octocat: Python-mode](https://github.com/klen/python-mode) - :star: 4415 :fork_and_knife: 841 - An all in one plugin for turning Vim into a Python IDE. - * [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - :star: 17705 :fork_and_knife: 2011 - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. + * [:octocat: Jedi-vim](https://github.com/davidhalter/jedi-vim) - :star: 3714 :fork_and_knife: 310 - Vim bindings for the Jedi auto-completion library for Python. + * [:octocat: Python-mode](https://github.com/klen/python-mode) - :star: 4449 :fork_and_knife: 845 - An all in one plugin for turning Vim into a Python IDE. + * [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - :star: 17897 :fork_and_knife: 2021 - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. * Visual Studio - * [:octocat: PTVS](https://github.com/Microsoft/PTVS) - :star: 2060 :fork_and_knife: 559 - Python Tools for Visual Studio. + * [:octocat: PTVS](https://github.com/Microsoft/PTVS) - :star: 2074 :fork_and_knife: 559 - Python Tools for Visual Studio. * Visual Studio Code - * [:octocat: Python](https://github.com/DonJayamanne/pythonVSCode) - :star: 1868 :fork_and_knife: 412 - 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: 1874 :fork_and_knife: 427 - 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: 3756 :fork_and_knife: 765 - Open Source Python IDE. + * [:octocat: Spyder](https://github.com/spyder-ide/spyder) - :star: 3845 :fork_and_knife: 784 - 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: 1246 :fork_and_knife: 143 - A email address and Mime parsing library. -* [:octocat: imbox](https://github.com/martinrusev/imbox) - :star: 791 :fork_and_knife: 122 - Python IMAP for Humans. -* [:octocat: inbox.py](https://github.com/kennethreitz/inbox.py) - :star: 1435 :fork_and_knife: 122 - Python SMTP Server for Humans. -* [:octocat: lamson](https://github.com/zedshaw/lamson) - :star: 655 :fork_and_knife: 193 - Pythonic SMTP Application Server. -* [:octocat: Marrow Mailer](https://github.com/marrow/mailer) - :star: 157 :fork_and_knife: 36 - High-performance extensible mail delivery framework. -* [:octocat: modoboa](https://github.com/tonioo/modoboa) - :star: 1134 :fork_and_knife: 176 - A mail hosting and management platform including a modern and simplified Web UI. -* [:octocat: Nylas Sync Engine](https://github.com/nylas/sync-engine) - :star: 3451 :fork_and_knife: 361 - Providing a RESTful API on top of a powerful email sync platform. -* [:octocat: yagmail](https://github.com/kootenpv/yagmail) - :star: 1182 :fork_and_knife: 113 - Yet another Gmail/SMTP client. +* [:octocat: flanker](https://github.com/mailgun/flanker) - :star: 1258 :fork_and_knife: 146 - A email address and Mime parsing library. +* [:octocat: imbox](https://github.com/martinrusev/imbox) - :star: 800 :fork_and_knife: 121 - Python IMAP for Humans. +* [:octocat: inbox.py](https://github.com/kennethreitz/inbox.py) - :star: 1436 :fork_and_knife: 123 - Python SMTP Server for Humans. +* [:octocat: lamson](https://github.com/zedshaw/lamson) - :star: 656 :fork_and_knife: 193 - Pythonic SMTP Application Server. +* [:octocat: Marrow Mailer](https://github.com/marrow/mailer) - :star: 158 :fork_and_knife: 37 - High-performance extensible mail delivery framework. +* [:octocat: modoboa](https://github.com/tonioo/modoboa) - :star: 1154 :fork_and_knife: 178 - A mail hosting and management platform including a modern and simplified Web UI. +* [:octocat: Nylas Sync Engine](https://github.com/nylas/sync-engine) - :star: 3456 :fork_and_knife: 361 - Providing a RESTful API on top of a powerful email sync platform. +* [:octocat: yagmail](https://github.com/kootenpv/yagmail) - :star: 1204 :fork_and_knife: 114 - Yet another Gmail/SMTP client. ## Environment Management *Libraries for Python version and environment management.* -* [:octocat: p](https://github.com/qw3rtman/p) - :star: 738 :fork_and_knife: 41 - Dead simple interactive Python version management. -* [:octocat: pyenv](https://github.com/yyuu/pyenv) - :star: 13162 :fork_and_knife: 1136 - Simple Python version management. +* [:octocat: p](https://github.com/qw3rtman/p) - :star: 744 :fork_and_knife: 41 - Dead simple interactive Python version management. +* [:octocat: pyenv](https://github.com/yyuu/pyenv) - :star: 13437 :fork_and_knife: 1154 - 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: 820 :fork_and_knife: 114 - 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: 825 :fork_and_knife: 115 - 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: 1203 :fork_and_knife: 175 - A Python interface to the libmagic file type identification library. -* [:octocat: Unipath](https://github.com/mikeorr/Unipath) - :star: 466 :fork_and_knife: 28 - An object-oriented approach to file/directory operations. -* [:octocat: watchdog](https://github.com/gorakhargosh/watchdog) - :star: 3180 :fork_and_knife: 428 - API and shell utilities to monitor file system events. +* [:octocat: python-magic](https://github.com/ahupp/python-magic) - :star: 1219 :fork_and_knife: 175 - A Python interface to the libmagic file type identification library. +* [:octocat: Unipath](https://github.com/mikeorr/Unipath) - :star: 467 :fork_and_knife: 28 - An object-oriented approach to file/directory operations. +* [:octocat: watchdog](https://github.com/gorakhargosh/watchdog) - :star: 3214 :fork_and_knife: 429 - 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: 303 :fork_and_knife: 146 - Python HTML form generation library influenced by the formish form generation library. -* [:octocat: django-bootstrap3](https://github.com/dyve/django-bootstrap3) - :star: 2058 :fork_and_knife: 685 - Bootstrap 3 integration with Django. -* [:octocat: django-crispy-forms](https://github.com/maraujop/django-crispy-forms) - :star: 3354 :fork_and_knife: 575 - 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: 179 :fork_and_knife: 95 - A platform independent Django form serializer. -* [:octocat: WTForms](https://github.com/wtforms/wtforms) - :star: 872 :fork_and_knife: 267 - A flexible forms validation and rendering library. +* [:octocat: Deform](https://github.com/Pylons/deform) - :star: 307 :fork_and_knife: 146 - Python HTML form generation library influenced by the formish form generation library. +* [:octocat: django-bootstrap3](https://github.com/dyve/django-bootstrap3) - :star: 2074 :fork_and_knife: 687 - Bootstrap 3 integration with Django. +* [:octocat: django-crispy-forms](https://github.com/maraujop/django-crispy-forms) - :star: 3377 :fork_and_knife: 586 - 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: 182 :fork_and_knife: 94 - A platform independent Django form serializer. +* [:octocat: WTForms](https://github.com/wtforms/wtforms) - :star: 879 :fork_and_knife: 271 - A flexible forms validation and rendering library. ## Functional Programming *Functional Programming with Python.* -* [:octocat: CyToolz](https://github.com/pytoolz/cytoolz/) - :star: 563 :fork_and_knife: 44 - Cython implementation of Toolz: High performance functional utilities. -* [:octocat: fn.py](https://github.com/kachayev/fn.py) - :star: 2709 :fork_and_knife: 165 - Functional programming in Python: implementation of missing features to enjoy FP. -* [:octocat: funcy](https://github.com/Suor/funcy) - :star: 1881 :fork_and_knife: 89 - A fancy and practical functional tools. -* [:octocat: Toolz](https://github.com/pytoolz/toolz) - :star: 2038 :fork_and_knife: 149 - A collection of functional utilities for iterators, functions, and dictionaries. +* [:octocat: CyToolz](https://github.com/pytoolz/cytoolz/) - :star: 572 :fork_and_knife: 44 - Cython implementation of Toolz: High performance functional utilities. +* [:octocat: fn.py](https://github.com/kachayev/fn.py) - :star: 2727 :fork_and_knife: 166 - Functional programming in Python: implementation of missing features to enjoy FP. +* [:octocat: funcy](https://github.com/Suor/funcy) - :star: 1908 :fork_and_knife: 90 - A fancy and practical functional tools. +* [:octocat: Toolz](https://github.com/pytoolz/toolz) - :star: 2077 :fork_and_knife: 151 - 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: 684 :fork_and_knife: 85 - Creating beautiful user-interfaces with Declaratic Syntax like QML. -* [:octocat: Flexx](https://github.com/zoofIO/flexx) - :star: 1772 :fork_and_knife: 170 - 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: 694 :fork_and_knife: 84 - Creating beautiful user-interfaces with Declaratic Syntax like QML. +* [:octocat: Flexx](https://github.com/zoofIO/flexx) - :star: 1801 :fork_and_knife: 174 - 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: 1763 :fork_and_knife: 296 - A Python native, OS native GUI toolkit. +* [:octocat: Toga](https://github.com/pybee/toga) - :star: 1793 :fork_and_knife: 299 - 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. @@ -611,38 +611,38 @@ 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: 594 :fork_and_knife: 144 - 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: 602 :fork_and_knife: 146 - 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: 180 :fork_and_knife: 49 - Python API for MaxMind GeoIP Legacy Database. -* [:octocat: geojson](https://github.com/frewsxcv/python-geojson) - :star: 364 :fork_and_knife: 55 - Python bindings and utilities for GeoJSON. -* [:octocat: geopy](https://github.com/geopy/geopy) - :star: 2144 :fork_and_knife: 413 - Python Geocoding Toolbox. -* [:octocat: pygeoip](https://github.com/appliedsec/pygeoip) - :star: 479 :fork_and_knife: 103 - Pure Python GeoIP API. +* [:octocat: GeoIP](https://github.com/maxmind/geoip-api-python) - :star: 182 :fork_and_knife: 49 - Python API for MaxMind GeoIP Legacy Database. +* [:octocat: geojson](https://github.com/frewsxcv/python-geojson) - :star: 374 :fork_and_knife: 57 - Python bindings and utilities for GeoJSON. +* [:octocat: geopy](https://github.com/geopy/geopy) - :star: 2178 :fork_and_knife: 421 - Python Geocoding Toolbox. +* [:octocat: pygeoip](https://github.com/appliedsec/pygeoip) - :star: 479 :fork_and_knife: 102 - 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: 1605 :fork_and_knife: 175 - A whitelist-based HTML sanitization and text linkification library. +* [:octocat: bleach](https://github.com/mozilla/bleach) - :star: 1622 :fork_and_knife: 174 - 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: 725 :fork_and_knife: 214 - A standards-compliant library for parsing and serializing HTML documents and fragments. +* [:octocat: html5lib](https://github.com/html5lib/html5lib-python) - :star: 736 :fork_and_knife: 213 - 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: 226 :fork_and_knife: 70 - Implements a XML/HTML/XHTML Markup safe string for Python. -* [:octocat: pyquery](https://github.com/gawel/pyquery) - :star: 1572 :fork_and_knife: 142 - A jQuery-like library for parsing HTML. -* [:octocat: untangle](https://github.com/stchris/untangle) - :star: 360 :fork_and_knife: 53 - Converts XML documents to Python objects for easy access. +* [:octocat: MarkupSafe](https://github.com/pallets/markupsafe) - :star: 235 :fork_and_knife: 70 - Implements a XML/HTML/XHTML Markup safe string for Python. +* [:octocat: pyquery](https://github.com/gawel/pyquery) - :star: 1586 :fork_and_knife: 144 - A jQuery-like library for parsing HTML. +* [:octocat: untangle](https://github.com/stchris/untangle) - :star: 366 :fork_and_knife: 55 - 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: 3188 :fork_and_knife: 301 - Working with XML feel like you are working with JSON. +* [:octocat: xmltodict](https://github.com/martinblech/xmltodict) - :star: 3216 :fork_and_knife: 305 - Working with XML feel like you are working with JSON. ## HTTP *Libraries for working with HTTP.* -* [:octocat: grequests](https://github.com/kennethreitz/grequests) - :star: 2802 :fork_and_knife: 276 - requests + gevent for asynchronous HTTP requests. -* [:octocat: httplib2](https://github.com/jcgregorio/httplib2) - :star: 388 :fork_and_knife: 184 - Comprehensive HTTP client library. +* [:octocat: grequests](https://github.com/kennethreitz/grequests) - :star: 2832 :fork_and_knife: 278 - requests + gevent for asynchronous HTTP requests. +* [:octocat: httplib2](https://github.com/jcgregorio/httplib2) - :star: 387 :fork_and_knife: 184 - 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: 441 :fork_and_knife: 118 - Python requests like API built on top of Twisted's HTTP client. -* [:octocat: urllib3](https://github.com/shazow/urllib3) - :star: 1770 :fork_and_knife: 589 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. +* [:octocat: treq](https://github.com/twisted/treq) - :star: 446 :fork_and_knife: 119 - Python requests like API built on top of Twisted's HTTP client. +* [:octocat: urllib3](https://github.com/shazow/urllib3) - :star: 1797 :fork_and_knife: 593 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. ## Hardware @@ -651,9 +651,9 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [:earth_americas: ino](http://inotool.org/) - Command line toolkit for working with [Arduino](https://www.arduino.cc/). * [: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: 770 :fork_and_knife: 184 - A module for cross-platform control of the mouse and keyboard. -* [:octocat: scapy](https://github.com/secdev/scapy) - :star: 3135 :fork_and_knife: 733 - A brilliant packet manipulation library. -* [:octocat: wifi](https://github.com/rockymeza/wifi) - :star: 229 :fork_and_knife: 116 - A Python library and command line tool for working with WiFi on Linux. +* [:octocat: PyUserInput](https://github.com/SavinaRoja/PyUserInput) - :star: 781 :fork_and_knife: 186 - A module for cross-platform control of the mouse and keyboard. +* [:octocat: scapy](https://github.com/secdev/scapy) - :star: 3231 :fork_and_knife: 742 - A brilliant packet manipulation library. +* [:octocat: wifi](https://github.com/rockymeza/wifi) - :star: 234 :fork_and_knife: 119 - A Python library and command line tool for working with WiFi on Linux. ## High Performance @@ -661,76 +661,76 @@ 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: 1183 :fork_and_knife: 88 - 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: 1191 :fork_and_knife: 88 - 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: 4457 :fork_and_knife: 295 - 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: 1230 :fork_and_knife: 62 - A JIT for Python based upon CoreCLR +* [:octocat: Pyston](https://github.com/dropbox/pyston) - :star: 4464 :fork_and_knife: 296 - 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: 1233 :fork_and_knife: 62 - 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 *Libraries for manipulating images.* -* [:octocat: hmap](https://github.com/rossgoodwin/hmap) - :star: 153 :fork_and_knife: 17 - Image histogram remapping. +* [:octocat: hmap](https://github.com/rossgoodwin/hmap) - :star: 154 :fork_and_knife: 17 - 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: 599 :fork_and_knife: 97 - Nudity detection. -* [:octocat: pagan](https://github.com/daboth/pagan) - :star: 109 :fork_and_knife: 13 - Retro identicon (Avatar) generation based on input string and hash. -* [:octocat: pillow](https://github.com/python-pillow/Pillow) - :star: 5500 :fork_and_knife: 1107 - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork. +* [:octocat: nude.py](https://github.com/hhatto/nude.py) - :star: 608 :fork_and_knife: 98 - Nudity detection. +* [:octocat: pagan](https://github.com/daboth/pagan) - :star: 112 :fork_and_knife: 14 - Retro identicon (Avatar) generation based on input string and hash. +* [:octocat: pillow](https://github.com/python-pillow/Pillow) - :star: 5577 :fork_and_knife: 1124 - 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: 72 :fork_and_knife: 11 - Instagram-like image filters. -* [:octocat: python-qrcode](https://github.com/lincolnloop/python-qrcode) - :star: 1585 :fork_and_knife: 304 - A pure Python QR Code generator. -* [:octocat: Quads](https://github.com/fogleman/Quads) - :star: 794 :fork_and_knife: 72 - Computer art based on quadtrees. +* [:octocat: pygram](https://github.com/ajkumar25/pygram) - :star: 74 :fork_and_knife: 11 - Instagram-like image filters. +* [:octocat: python-qrcode](https://github.com/lincolnloop/python-qrcode) - :star: 1606 :fork_and_knife: 310 - A pure Python QR Code generator. +* [:octocat: Quads](https://github.com/fogleman/Quads) - :star: 804 :fork_and_knife: 74 - 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: 6349 :fork_and_knife: 587 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. -* [:octocat: wand](https://github.com/dahlia/wand) - :star: 811 :fork_and_knife: 164 - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick. +* [:octocat: thumbor](https://github.com/thumbor/thumbor) - :star: 6426 :fork_and_knife: 591 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. +* [:octocat: wand](https://github.com/dahlia/wand) - :star: 824 :fork_and_knife: 165 - 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: 1113 :fork_and_knife: 136 - A fancy interface to the Python interpreter. +* [:octocat: bpython](https://github.com/bpython/bpython) - :star: 1127 :fork_and_knife: 136 - 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: 2914 :fork_and_knife: 144 - 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: 2989 :fork_and_knife: 145 - 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: 75 :fork_and_knife: 34 - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)). +* [:octocat: PyICU](https://github.com/ovalhub/pyicu) - :star: 77 :fork_and_knife: 34 - 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: 725 :fork_and_knife: 276 - A calendaring app for Django. +* [:octocat: django-schedule](https://github.com/thauber/django-schedule) - :star: 729 :fork_and_knife: 276 - 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: 670 :fork_and_knife: 69 - Multipurpose task execution tool for distributed systems with web-based interface. +* [:octocat: gunnery](https://github.com/gunnery/gunnery) - :star: 672 :fork_and_knife: 69 - 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: 1057 :fork_and_knife: 86 - Writing crontab file in Python like a charm. -* [:octocat: schedule](https://github.com/dbader/schedule) - :star: 5269 :fork_and_knife: 503 - Python job scheduling for humans. -* [:octocat: Spiff](https://github.com/knipknap/SpiffWorkflow) - :star: 683 :fork_and_knife: 152 - A powerful workflow engine implemented in pure Python. +* [:octocat: Plan](https://github.com/fengsp/plan) - :star: 1062 :fork_and_knife: 88 - Writing crontab file in Python like a charm. +* [:octocat: schedule](https://github.com/dbader/schedule) - :star: 5356 :fork_and_knife: 508 - Python job scheduling for humans. +* [:octocat: Spiff](https://github.com/knipknap/SpiffWorkflow) - :star: 693 :fork_and_knife: 154 - 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: 414 :fork_and_knife: 28 - Logging for complex & distributed systems. +* [:octocat: Eliot](https://github.com/ClusterHQ/eliot) - :star: 421 :fork_and_knife: 30 - 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: 1573 :fork_and_knife: 802 - The Python client for Sentry. +* [:octocat: Raven](https://github.com/getsentry/raven-python) - :star: 1577 :fork_and_knife: 805 - 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: 8071 :fork_and_knife: 3057 - Topic Modelling for Humans. +* [:octocat: gensim](https://github.com/piskvorky/gensim) - :star: 8210 :fork_and_knife: 3111 - 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: 5720 :fork_and_knife: 1535 - Numenta Platform for Intelligent Computing. -* [:octocat: Pylearn2](https://github.com/lisa-lab/pylearn2) - :star: 2629 :fork_and_knife: 1074 - A Machine Learning library based on [Theano](https://github.com/Theano/Theano). +* [:octocat: NuPIC](https://github.com/numenta/nupic) - :star: 5750 :fork_and_knife: 1544 - Numenta Platform for Intelligent Computing. +* [:octocat: Pylearn2](https://github.com/lisa-lab/pylearn2) - :star: 2636 :fork_and_knife: 1080 - 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: 143 :fork_and_knife: 31 - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). @@ -738,12 +738,12 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Frameworks and libraries for MapReduce.* -* [:octocat: dpark](https://github.com/douban/dpark) - :star: 2426 :fork_and_knife: 531 - Python clone of Spark, a MapReduce alike framework in Python. -* [:octocat: dumbo](https://github.com/klbostee/dumbo) - :star: 1032 :fork_and_knife: 161 - Python module that allows one to easily write and run Hadoop programs. -* [:octocat: luigi](https://github.com/spotify/luigi) - :star: 10387 :fork_and_knife: 1772 - A module that helps you build complex pipelines of batch jobs. -* [:octocat: mrjob](https://github.com/Yelp/mrjob) - :star: 2328 :fork_and_knife: 566 - Run MapReduce jobs on Hadoop or Amazon Web Services. +* [:octocat: dpark](https://github.com/douban/dpark) - :star: 2438 :fork_and_knife: 533 - Python clone of Spark, a MapReduce alike framework in Python. +* [:octocat: dumbo](https://github.com/klbostee/dumbo) - :star: 1036 :fork_and_knife: 162 - Python module that allows one to easily write and run Hadoop programs. +* [:octocat: luigi](https://github.com/spotify/luigi) - :star: 10539 :fork_and_knife: 1788 - A module that helps you build complex pipelines of batch jobs. +* [:octocat: mrjob](https://github.com/Yelp/mrjob) - :star: 2338 :fork_and_knife: 566 - 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: 1332 :fork_and_knife: 207 - 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: 1341 :fork_and_knife: 207 - Run Python code against real-time streams of data. Integrates with [Apache Storm](http://storm.apache.org/). ## Microsoft Windows @@ -751,7 +751,7 @@ 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: 1327 :fork_and_knife: 241 - Python Integration with the .NET Common Language Runtime (CLR). +* [:octocat: PythonNet](https://github.com/pythonnet/pythonnet) - :star: 1359 :fork_and_knife: 253 - 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. @@ -759,51 +759,51 @@ 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: 810 :fork_and_knife: 117 - A fast Python in-process signal/event dispatching system. -* [:octocat: itsdangerous](https://github.com/pallets/itsdangerous) - :star: 1571 :fork_and_knife: 139 - Various helpers to pass trusted data to untrusted environments. -* [:octocat: pluginbase](https://github.com/mitsuhiko/pluginbase) - :star: 731 :fork_and_knife: 112 - A simple but flexible plugin system for Python. -* [:octocat: Pychievements](https://github.com/PacketPerception/pychievements) - :star: 104 :fork_and_knife: 6 - A framework for creating and tracking achievements. +* [:octocat: blinker](https://github.com/jek/blinker) - :star: 819 :fork_and_knife: 117 - A fast Python in-process signal/event dispatching system. +* [:octocat: itsdangerous](https://github.com/pallets/itsdangerous) - :star: 1596 :fork_and_knife: 142 - Various helpers to pass trusted data to untrusted environments. +* [:octocat: pluginbase](https://github.com/mitsuhiko/pluginbase) - :star: 737 :fork_and_knife: 113 - A simple but flexible plugin system for Python. +* [:octocat: Pychievements](https://github.com/PacketPerception/pychievements) - :star: 106 :fork_and_knife: 7 - A framework for creating and tracking achievements. * [: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: 15832 :fork_and_knife: 4323 - Chinese text segmentation. -* [:octocat: langid.py](https://github.com/saffsd/langid.py) - :star: 1122 :fork_and_knife: 195 - Stand-alone language identification system. +* [:octocat: Jieba](https://github.com/fxsjy/jieba) - :star: 16240 :fork_and_knife: 4396 - Chinese text segmentation. +* [:octocat: langid.py](https://github.com/saffsd/langid.py) - :star: 1158 :fork_and_knife: 199 - 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: 3605 :fork_and_knife: 946 - A library for processing Chinese text. +* [:octocat: SnowNLP](https://github.com/isnowfy/snownlp) - :star: 3660 :fork_and_knife: 959 - 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: 5675 :fork_and_knife: 741 - Providing a consistent API for diving into common NLP tasks. -* [:octocat: TextGrocery](https://github.com/2shou/TextGrocery) - :star: 581 :fork_and_knife: 185 - A simple, efficient short-text classification tool based on LibLinear and Jieba. +* [:octocat: TextBlob](https://github.com/sloria/TextBlob) - :star: 5756 :fork_and_knife: 748 - Providing a consistent API for diving into common NLP tasks. +* [:octocat: TextGrocery](https://github.com/2shou/TextGrocery) - :star: 586 :fork_and_knife: 187 - 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: 408 :fork_and_knife: 382 - 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: 413 :fork_and_knife: 382 - 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: 11 :fork_and_knife: 5 - SDN based IXP implementation that leverages Mininet, POX and Pyretic. +* [:octocat: SDX Platform](https://github.com/sdn-ixp/internet2award) - :star: 13 :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: 560 :fork_and_knife: 59 - Greenlet-based event I/O Framework for Python. -* [:octocat: pulsar](https://github.com/quantmind/pulsar) - :star: 1678 :fork_and_knife: 136 - Event-driven concurrent framework for Python. +* [:octocat: diesel](https://github.com/dieseldev/diesel) - :star: 565 :fork_and_knife: 59 - Greenlet-based event I/O Framework for Python. +* [:octocat: pulsar](https://github.com/quantmind/pulsar) - :star: 1696 :fork_and_knife: 136 - 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: 142 :fork_and_knife: 47 - Twisted based wrapper for the ZeroMQ message library. +* [:octocat: txZMQ](https://github.com/smira/txZMQ) - :star: 143 :fork_and_knife: 47 - 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: 1452 :fork_and_knife: 393 - Generating generic activity streams from the actions on your site. -* [:octocat: Stream-Framework](https://github.com/tschellenbach/Stream-Framework) - :star: 3868 :fork_and_knife: 458 - Building newsfeed and notification systems using Cassandra and Redis. +* [:octocat: django-activity-stream](https://github.com/justquick/django-activity-stream) - :star: 1469 :fork_and_knife: 401 - Generating generic activity streams from the actions on your site. +* [:octocat: Stream-Framework](https://github.com/tschellenbach/Stream-Framework) - :star: 3895 :fork_and_knife: 455 - Building newsfeed and notification systems using Cassandra and Redis. ## ORM @@ -812,20 +812,20 @@ 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: 1713 :fork_and_knife: 96 - * [:octocat: Peewee](https://github.com/coleifer/peewee) - :star: 5786 :fork_and_knife: 984 - A small, expressive ORM. + * [:octocat: awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) - :star: 1731 :fork_and_knife: 98 + * [:octocat: Peewee](https://github.com/coleifer/peewee) - :star: 5845 :fork_and_knife: 996 - 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: 792 :fork_and_knife: 203 - Django MongoDB Backend. - * [:octocat: flywheel](https://github.com/mathcamp/flywheel) - :star: 111 :fork_and_knife: 24 - Object mapper for Amazon DynamoDB. - * [:octocat: hot-redis](https://github.com/stephenmcd/hot-redis) - :star: 237 :fork_and_knife: 22 - Rich Python data types for Redis. + * [:octocat: django-mongodb-engine](https://github.com/django-nonrel/mongodb-engine) - :star: 797 :fork_and_knife: 205 - Django MongoDB Backend. + * [:octocat: flywheel](https://github.com/mathcamp/flywheel) - :star: 112 :fork_and_knife: 24 - Object mapper for Amazon DynamoDB. + * [:octocat: hot-redis](https://github.com/stephenmcd/hot-redis) - :star: 238 :fork_and_knife: 22 - 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: 792 :fork_and_knife: 209 - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). - * [:octocat: redisco](https://github.com/kiddouk/redisco) - :star: 414 :fork_and_knife: 80 - A Python Library for Simple Models and Containers Persisted in Redis. + * [:octocat: PynamoDB](https://github.com/jlafon/PynamoDB) - :star: 806 :fork_and_knife: 211 - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). + * [:octocat: redisco](https://github.com/kiddouk/redisco) - :star: 418 :fork_and_knife: 80 - A Python Library for Simple Models and Containers Persisted in Redis. * Others - * [:octocat: butterdb](https://github.com/Widdershin/butterdb) - :star: 339 :fork_and_knife: 13 - A Python ORM for Google Drive Spreadsheets. - * [:octocat: dataset](https://github.com/pudo/dataset) - :star: 3309 :fork_and_knife: 208 - A JSON-based database. + * [:octocat: butterdb](https://github.com/Widdershin/butterdb) - :star: 340 :fork_and_knife: 13 - A Python ORM for Google Drive Spreadsheets. + * [:octocat: dataset](https://github.com/pudo/dataset) - :star: 3334 :fork_and_knife: 209 - A JSON-based database. ## Package Management @@ -833,46 +833,46 @@ 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: 2483 :fork_and_knife: 619 - Cross-platform, Python-agnostic binary package manager. +* [:octocat: conda](https://github.com/conda/conda/) - :star: 2542 :fork_and_knife: 629 - 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: 2962 :fork_and_knife: 290 - A set of tools to keep your pinned Python dependencies fresh. +* [:octocat: pip-tools](https://github.com/nvie/pip-tools) - :star: 3006 :fork_and_knife: 294 - 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: 1986 :fork_and_knife: 484 - Next generation Python Package Repository (PyPI). +* [:octocat: warehouse](https://github.com/pypa/warehouse) - :star: 2014 :fork_and_knife: 494 - 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: 343 :fork_and_knife: 107 - Local PyPI server (custom packages and auto-mirroring of pypi). +* [:octocat: localshop](https://github.com/mvantellingen/localshop) - :star: 344 :fork_and_knife: 107 - 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: 35 :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: 2027 :fork_and_knife: 414 - Implementation of per object permissions for Django 1.2+ -* [:octocat: django-rules](https://github.com/dfunckt/django-rules) - :star: 752 :fork_and_knife: 65 - A tiny but powerful app providing object-level permissions to Django, without requiring a database. +* [:octocat: Carteblanche](https://github.com/neuman/python-carteblanche/) - :star: 36 :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: 2058 :fork_and_knife: 419 - Implementation of per object permissions for Django 1.2+ +* [:octocat: django-rules](https://github.com/dfunckt/django-rules) - :star: 757 :fork_and_knife: 65 - 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: 2213 :fork_and_knife: 258 - Python [subprocess](https://docs.python.org/2/library/subprocess.html) for Humans™. +* [:octocat: envoy](https://github.com/kennethreitz/envoy) - :star: 2217 :fork_and_knife: 263 - 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: 4691 :fork_and_knife: 377 - A full-fledged subprocess replacement for Python. +* [:octocat: sh](https://github.com/amoffat/sh) - :star: 4727 :fork_and_knife: 377 - 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: 1961 :fork_and_knife: 206 - Little multi-threaded task queue. -* [:octocat: mrq](https://github.com/pricingassistant/mrq) - :star: 719 :fork_and_knife: 90 - Mr. Queue - A distributed worker task queue in Python using Redis & gevent. +* [:octocat: huey](https://github.com/coleifer/huey) - :star: 1984 :fork_and_knife: 209 - Little multi-threaded task queue. +* [:octocat: mrq](https://github.com/pricingassistant/mrq) - :star: 720 :fork_and_knife: 91 - 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: 141 :fork_and_knife: 16 - A simple, infinitely scalable, Amazon SQS based queue. +* [:octocat: simpleq](https://github.com/rdegges/simpleq) - :star: 140 :fork_and_knife: 16 - A simple, infinitely scalable, Amazon SQS based queue. ## RESTful API @@ -883,35 +883,35 @@ 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/nicolaiarocci/eve) - :star: 5 :fork_and_knife: 1 - REST API framework powered by Flask, MongoDB and good intentions. + * [:octocat: eve](https://github.com/nicolaiarocci/eve) - :star: 6 :fork_and_knife: 2 - REST API framework powered by Flask, MongoDB and good intentions. * [:octocat: flask-api-utils](https://github.com/marselester/flask-api-utils) - :star: 45 :fork_and_knife: 4 - 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: 4162 :fork_and_knife: 689 - Quickly building REST APIs for Flask. - * [:octocat: flask-restless](https://github.com/jfinkels/flask-restless) - :star: 924 :fork_and_knife: 274 - Generating RESTful APIs for database models defined with SQLAlchemy. + * [:octocat: flask-restful](https://github.com/flask-restful/flask-restful) - :star: 4218 :fork_and_knife: 702 - Quickly building REST APIs for Flask. + * [:octocat: flask-restless](https://github.com/jfinkels/flask-restless) - :star: 926 :fork_and_knife: 274 - Generating RESTful APIs for database models defined with SQLAlchemy. * Pyramid - * [:octocat: cornice](https://github.com/mozilla-services/cornice) - :star: 335 :fork_and_knife: 137 - A RESTful framework for Pyramid. + * [:octocat: cornice](https://github.com/mozilla-services/cornice) - :star: 334 :fork_and_knife: 137 - 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: 5426 :fork_and_knife: 302 - 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: 702 :fork_and_knife: 83 - Framework agnostic REST framework based on lessons learned from Tastypie. - * [:octocat: ripozo](https://github.com/vertical-knowledge/ripozo) - :star: 185 :fork_and_knife: 20 - Quickly creating REST/HATEOAS/Hypermedia APIs. - * [:octocat: sandman](https://github.com/jeffknupp/sandman) - :star: 2305 :fork_and_knife: 180 - Automated REST APIs for existing database-driven systems. + * [:octocat: hug](https://github.com/timothycrosley/hug) - :star: 5450 :fork_and_knife: 306 - 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: 704 :fork_and_knife: 84 - Framework agnostic REST framework based on lessons learned from Tastypie. + * [:octocat: ripozo](https://github.com/vertical-knowledge/ripozo) - :star: 186 :fork_and_knife: 20 - Quickly creating REST/HATEOAS/Hypermedia APIs. + * [:octocat: sandman](https://github.com/jeffknupp/sandman) - :star: 2309 :fork_and_knife: 179 - Automated REST APIs for existing database-driven systems. ## RPC Servers *RPC-compatible servers.* -* [:octocat: SimpleJSONRPCServer](https://github.com/joshmarshall/jsonrpclib/) - :star: 379 :fork_and_knife: 127 - This library is an implementation of the JSON-RPC specification. +* [:octocat: SimpleJSONRPCServer](https://github.com/joshmarshall/jsonrpclib/) - :star: 381 :fork_and_knife: 129 - 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: 2313 :fork_and_knife: 294 - 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: 2330 :fork_and_knife: 297 - 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: 624 :fork_and_knife: 277 - Providing best-practice pipelines for fully automated high throughput sequencing analysis. -* [:octocat: bccb](https://github.com/chapmanb/bcbb) - :star: 422 :fork_and_knife: 191 - Collection of useful code related to biological analysis. +* [:octocat: bcbio-nextgen](https://github.com/chapmanb/bcbio-nextgen) - :star: 629 :fork_and_knife: 279 - Providing best-practice pipelines for fully automated high throughput sequencing analysis. +* [:octocat: bccb](https://github.com/chapmanb/bcbb) - :star: 425 :fork_and_knife: 192 - 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. @@ -919,19 +919,19 @@ 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: 3716 :fork_and_knife: 916 - Markov Chain Monte Carlo sampling toolkit. +* [:octocat: PyMC](https://github.com/pymc-devs/pymc3) - :star: 3769 :fork_and_knife: 927 - 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: 3364 :fork_and_knife: 1424 - Statistical modeling and econometrics in Python. -* [:octocat: SymPy](https://github.com/sympy/sympy) - :star: 5276 :fork_and_knife: 2396 - A Python library for symbolic mathematics. -* [:octocat: Zipline](https://github.com/quantopian/zipline) - :star: 7917 :fork_and_knife: 2471 - A Pythonic algorithmic trading library. +* [:octocat: statsmodels](https://github.com/statsmodels/statsmodels) - :star: 3435 :fork_and_knife: 1451 - Statistical modeling and econometrics in Python. +* [:octocat: SymPy](https://github.com/sympy/sympy) - :star: 5354 :fork_and_knife: 2423 - A Python library for symbolic mathematics. +* [:octocat: Zipline](https://github.com/quantopian/zipline) - :star: 8029 :fork_and_knife: 2507 - 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: 2566 :fork_and_knife: 1100 - Modular search for Django. -* [:octocat: elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - :star: 2102 :fork_and_knife: 462 - The official high-level Python client for Elasticsearch. +* [:octocat: django-haystack](https://github.com/django-haystack/django-haystack) - :star: 2587 :fork_and_knife: 1114 - Modular search for Django. +* [:octocat: elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - :star: 2133 :fork_and_knife: 484 - 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: 91 :fork_and_knife: 12 - ElasticSearch ODM (Object Document Mapper) for Python. * [:octocat: solrpy](https://github.com/edsu/solrpy) - :star: 32 :fork_and_knife: 19 - A Python client for [solr](http://lucene.apache.org/solr/). @@ -941,51 +941,51 @@ 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: 3036 :fork_and_knife: 343 - 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: 3090 :fork_and_knife: 353 - 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: 7389 :fork_and_knife: 523 - Build, deploy, and manage [AWS Lambda](https://aws.amazon.com/lambda/) functions with ease. -* [:octocat: python-lambda](https://github.com/nficano/python-lambda) - :star: 811 :fork_and_knife: 142 - A toolkit for developing and deploying Python code in AWS Lambda. -* [:octocat: Zappa](https://github.com/Miserlou/Zappa) - :star: 8092 :fork_and_knife: 843 - A tool for deploying WSGI applications on AWS Lambda and API Gateway. +* [:octocat: apex](https://github.com/apex/apex) - :star: 7433 :fork_and_knife: 530 - Build, deploy, and manage [AWS Lambda](https://aws.amazon.com/lambda/) functions with ease. +* [:octocat: python-lambda](https://github.com/nficano/python-lambda) - :star: 827 :fork_and_knife: 144 - A toolkit for developing and deploying Python code in AWS Lambda. +* [:octocat: Zappa](https://github.com/Miserlou/Zappa) - :star: 8204 :fork_and_knife: 862 - 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: 3177 :fork_and_knife: 481 - A module for Tabular Datasets in XLS, CSV, JSON, YAML. + * [:octocat: tablib](https://github.com/kennethreitz/tablib) - :star: 3213 :fork_and_knife: 486 - A module for Tabular Datasets in XLS, CSV, JSON, YAML. * Office - * [:octocat: Marmir](https://github.com/brianray/mm) - :star: 147 :fork_and_knife: 20 - Takes Python data structures and turns them into spreadsheets. + * [:octocat: Marmir](https://github.com/brianray/mm) - :star: 148 :fork_and_knife: 20 - 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: 564 :fork_and_knife: 92 - 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: 1395 :fork_and_knife: 450 - Reads, queries and modifies Microsoft Word 2007/2008 docx files. + * [:octocat: pyexcel](https://github.com/pyexcel/pyexcel) - :star: 576 :fork_and_knife: 94 - 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: 1435 :fork_and_knife: 460 - 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: 1347 :fork_and_knife: 297 - Convert between any document format supported by LibreOffice/OpenOffice. + * [:octocat: unoconv](https://github.com/dagwieers/unoconv) - :star: 1368 :fork_and_knife: 298 - 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: 825 :fork_and_knife: 242 - 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: 842 :fork_and_knife: 242 - Writing and reading data and formatting information from Excel files. * PDF - * [:octocat: PDFMiner](https://github.com/euske/pdfminer) - :star: 3144 :fork_and_knife: 1020 - A tool for extracting information from PDF documents. - * [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - :star: 2171 :fork_and_knife: 559 - A library capable of splitting, merging and transforming PDF pages. + * [:octocat: PDFMiner](https://github.com/euske/pdfminer) - :star: 3187 :fork_and_knife: 1040 - A tool for extracting information from PDF documents. + * [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - :star: 2214 :fork_and_knife: 572 - 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: 1321 :fork_and_knife: 139 - Fastest and full featured pure Python parsers of Markdown. - * [:octocat: Python-Markdown](https://github.com/waylan/Python-Markdown) - :star: 1551 :fork_and_knife: 367 - A Python implementation of John Gruber’s Markdown. + * [:octocat: Mistune](https://github.com/lepture/mistune) - :star: 1344 :fork_and_knife: 141 - Fastest and full featured pure Python parsers of Markdown. + * [:octocat: Python-Markdown](https://github.com/waylan/Python-Markdown) - :star: 1573 :fork_and_knife: 376 - 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: 3527 :fork_and_knife: 464 - Utilities for converting to and working with CSV. + * [:octocat: csvkit](https://github.com/wireservice/csvkit) - :star: 3562 :fork_and_knife: 468 - Utilities for converting to and working with CSV. * Archive - * [:octocat: unp](https://github.com/mitsuhiko/unp) - :star: 323 :fork_and_knife: 61 - A command line tool that can unpack archives easily. + * [:octocat: unp](https://github.com/mitsuhiko/unp) - :star: 322 :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: Cactus](https://github.com/koenbok/Cactus/) - :star: 3239 :fork_and_knife: 309 - Static site generator for designers. +* [:octocat: Cactus](https://github.com/koenbok/Cactus/) - :star: 3244 :fork_and_knife: 310 - 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. @@ -996,14 +996,14 @@ 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: 1975 :fork_and_knife: 476 - Simple tagging for Django. +* [:octocat: django-taggit](https://github.com/alex/django-taggit) - :star: 1990 :fork_and_knife: 480 - 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: 5612 :fork_and_knife: 1083 - A modern and designer friendly templating language. +* [:octocat: Jinja2](https://github.com/pallets/jinja) - :star: 5653 :fork_and_knife: 1096 - A modern and designer friendly templating language. * [:earth_americas: Mako](http://www.makotemplates.org/) - Hyperfast and lightweight templating for the Python platform. ## Testing @@ -1011,43 +1011,43 @@ 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: 3036 :fork_and_knife: 295 - Hypothesis is an advanced Quickcheck style property based testing library. + * [:octocat: hypothesis](https://github.com/HypothesisWorks/hypothesis-python) - :star: 3086 :fork_and_knife: 303 - 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: 1240 :fork_and_knife: 339 - A nicer unittest for Python. - * [:octocat: nose2](https://github.com/nose-devs/nose2) - :star: 504 :fork_and_knife: 113 - The successor to nose, based on unittest2. + * [:octocat: nose](https://github.com/nose-devs/nose) - :star: 1246 :fork_and_knife: 342 - A nicer unittest for Python. + * [:octocat: nose2](https://github.com/nose-devs/nose2) - :star: 510 :fork_and_knife: 112 - 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: 2728 :fork_and_knife: 902 - A generic test automation framework. + * [:octocat: Robot Framework](https://github.com/robotframework/robotframework) - :star: 2791 :fork_and_knife: 926 - 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: 562 :fork_and_knife: 60 - A clean, colorful test runner. + * [:octocat: green](https://github.com/CleanCut/green) - :star: 566 :fork_and_knife: 60 - 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: 8615 :fork_and_knife: 1254 - Scalable user load testing tool written in Python. - * [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - :star: 2132 :fork_and_knife: 313 - PyAutoGUI is a cross-platform GUI automation Python module for human beings. + * [:octocat: locust](https://github.com/locustio/locust) - :star: 8795 :fork_and_knife: 1284 - Scalable user load testing tool written in Python. + * [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - :star: 2195 :fork_and_knife: 325 - 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: 1506 :fork_and_knife: 169 - A language-agnostic A/B Testing framework. - * [:octocat: splinter](https://github.com/cobrateam/splinter) - :star: 1889 :fork_and_knife: 417 - Open source tool for testing web applications. + * [:octocat: sixpack](https://github.com/seatgeek/sixpack) - :star: 1517 :fork_and_knife: 172 - A language-agnostic A/B Testing framework. + * [:octocat: splinter](https://github.com/cobrateam/splinter) - :star: 1905 :fork_and_knife: 419 - 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: 1668 :fork_and_knife: 144 - Travel through time by mocking the datetime module. - * [:octocat: httmock](https://github.com/patrys/httmock) - :star: 354 :fork_and_knife: 36 - A mocking library for requests for Python 2.6+ and 3.2+. - * [:octocat: httpretty](https://github.com/gabrielfalcao/HTTPretty) - :star: 1618 :fork_and_knife: 221 - HTTP request mock tool for Python. + * [:octocat: freezegun](https://github.com/spulec/freezegun) - :star: 1693 :fork_and_knife: 145 - Travel through time by mocking the datetime module. + * [:octocat: httmock](https://github.com/patrys/httmock) - :star: 354 :fork_and_knife: 38 - A mocking library for requests for Python 2.6+ and 3.2+. + * [:octocat: httpretty](https://github.com/gabrielfalcao/HTTPretty) - :star: 1629 :fork_and_knife: 222 - 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: 2090 :fork_and_knife: 189 - A utility library for mocking out the requests Python library. - * [:octocat: VCR.py](https://github.com/kevin1024/vcrpy) - :star: 1270 :fork_and_knife: 185 - Record and replay HTTP interactions on your tests. + * [:octocat: responses](https://github.com/getsentry/responses) - :star: 2114 :fork_and_knife: 189 - A utility library for mocking out the requests Python library. + * [:octocat: VCR.py](https://github.com/kevin1024/vcrpy) - :star: 1297 :fork_and_knife: 190 - Record and replay HTTP interactions on your tests. * Object Factories - * [:octocat: factory_boy](https://github.com/rbarrois/factory_boy) - :star: 1605 :fork_and_knife: 223 - A test fixtures replacement for Python. - * [:octocat: mixer](https://github.com/klen/mixer) - :star: 547 :fork_and_knife: 62 - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc. - * [:octocat: model_mommy](https://github.com/vandersonmota/model_mommy) - :star: 832 :fork_and_knife: 162 - Creating random fixtures for testing in Django. + * [:octocat: factory_boy](https://github.com/rbarrois/factory_boy) - :star: 1617 :fork_and_knife: 223 - A test fixtures replacement for Python. + * [:octocat: mixer](https://github.com/klen/mixer) - :star: 555 :fork_and_knife: 63 - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc. + * [:octocat: model_mommy](https://github.com/vandersonmota/model_mommy) - :star: 841 :fork_and_knife: 163 - 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: 2164 :fork_and_knife: 184 - is a Python library that help you generate fake data. - * [:octocat: fake2db](https://github.com/emirozer/fake2db) - :star: 1911 :fork_and_knife: 97 - Fake database generator. - * [:octocat: faker](https://github.com/joke2k/faker) - :star: 6887 :fork_and_knife: 823 - A Python package that generates fake data. + * [:octocat: church](https://github.com/lk-geimfari/church) - :star: 2186 :fork_and_knife: 188 - is a Python library that help you generate fake data. + * [:octocat: fake2db](https://github.com/emirozer/fake2db) - :star: 1919 :fork_and_knife: 98 - Fake database generator. + * [:octocat: faker](https://github.com/joke2k/faker) - :star: 6960 :fork_and_knife: 836 - 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: 3199 :fork_and_knife: 140 - 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: 3235 :fork_and_knife: 143 - 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 @@ -1055,60 +1055,60 @@ 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: 1032 :fork_and_knife: 144 - Python 2/3 compatible character encoding detector. + * [:octocat: chardet](https://github.com/chardet/chardet) - :star: 1046 :fork_and_knife: 147 - 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: 2329 :fork_and_knife: 72 - Makes Unicode text less broken and more consistent automagically. - * [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - :star: 4808 :fork_and_knife: 517 - Fuzzy String Matching. - * [:octocat: Levenshtein](https://github.com/ztane/python-Levenshtein/) - :star: 539 :fork_and_knife: 83 - Fast computation of Levenshtein distance and string similarity. - * [:octocat: pangu.py](https://github.com/vinta/pangu.py) - :star: 81 :fork_and_knife: 13 - Spacing texts for CJK and alphanumerics. - * [:octocat: pyfiglet](https://github.com/pwaller/pyfiglet) - :star: 345 :fork_and_knife: 41 - An implementation of figlet written in Python. - * [:octocat: shortuuid](https://github.com/stochastic-technologies/shortuuid) - :star: 962 :fork_and_knife: 70 - A generator library for concise, unambiguous and URL-safe UUIDs. + * [:octocat: ftfy](https://github.com/LuminosoInsight/python-ftfy) - :star: 2356 :fork_and_knife: 72 - Makes Unicode text less broken and more consistent automagically. + * [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - :star: 4939 :fork_and_knife: 529 - Fuzzy String Matching. + * [:octocat: Levenshtein](https://github.com/ztane/python-Levenshtein/) - :star: 550 :fork_and_knife: 84 - Fast computation of Levenshtein distance and string similarity. + * [:octocat: pangu.py](https://github.com/vinta/pangu.py) - :star: 82 :fork_and_knife: 13 - Spacing texts for CJK and alphanumerics. + * [:octocat: pyfiglet](https://github.com/pwaller/pyfiglet) - :star: 353 :fork_and_knife: 44 - An implementation of figlet written in Python. + * [:octocat: shortuuid](https://github.com/stochastic-technologies/shortuuid) - :star: 976 :fork_and_knife: 69 - 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: 149 :fork_and_knife: 18 - Print readable chars instead of the escaped string. - * [:octocat: xpinyin](https://github.com/lxneng/xpinyin) - :star: 593 :fork_and_knife: 137 - A library to translate Chinese hanzi (??) to pinyin (??). + * [:octocat: xpinyin](https://github.com/lxneng/xpinyin) - :star: 596 :fork_and_knife: 138 - A library to translate Chinese hanzi (??) to pinyin (??). * Slugify - * [:octocat: awesome-slugify](https://github.com/dimka665/awesome-slugify) - :star: 410 :fork_and_knife: 27 - A Python slugify library that can preserve unicode. - * [:octocat: python-slugify](https://github.com/un33k/python-slugify) - :star: 576 :fork_and_knife: 53 - A Python slugify library that translates unicode to ASCII. - * [:octocat: unicode-slugify](https://github.com/mozilla/unicode-slugify) - :star: 271 :fork_and_knife: 44 - A slugifier that generates unicode slugs with Django as a dependency. + * [:octocat: awesome-slugify](https://github.com/dimka665/awesome-slugify) - :star: 409 :fork_and_knife: 27 - A Python slugify library that can preserve unicode. + * [:octocat: python-slugify](https://github.com/un33k/python-slugify) - :star: 584 :fork_and_knife: 54 - A Python slugify library that translates unicode to ASCII. + * [:octocat: unicode-slugify](https://github.com/mozilla/unicode-slugify) - :star: 272 :fork_and_knife: 44 - A slugifier that generates unicode slugs with Django as a dependency. * Parser - * [:octocat: phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - :star: 1984 :fork_and_knife: 246 - Parsing, formatting, storing and validating international phone numbers. + * [:octocat: phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - :star: 2009 :fork_and_knife: 248 - 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: 295 :fork_and_knife: 48 - Parsing human names into their individual components. - * [:octocat: python-user-agents](https://github.com/selwin/python-user-agents) - :star: 805 :fork_and_knife: 141 - Browser user agent parser. - * [:octocat: sqlparse](https://github.com/andialbrecht/sqlparse) - :star: 1413 :fork_and_knife: 308 - A non-validating SQL parser. + * [:octocat: python-nameparser](https://github.com/derek73/python-nameparser) - :star: 299 :fork_and_knife: 48 - Parsing human names into their individual components. + * [:octocat: python-user-agents](https://github.com/selwin/python-user-agents) - :star: 820 :fork_and_knife: 141 - Browser user agent parser. + * [:octocat: sqlparse](https://github.com/andialbrecht/sqlparse) - :star: 1447 :fork_and_knife: 315 - 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: 3866 :fork_and_knife: 795 - Python interface to Amazon Web Services. -* [:octocat: django-wordpress](https://github.com/sunlightlabs/django-wordpress/) - :star: 282 :fork_and_knife: 71 - WordPress models and views for Django. -* [:octocat: facebook-sdk](https://github.com/mobolic/facebook-sdk) - :star: 2347 :fork_and_knife: 861 - Facebook Platform Python SDK. -* [:octocat: facepy](https://github.com/jgorset/facepy) - :star: 780 :fork_and_knife: 199 - Facepy makes it really easy to interact with Facebook's Graph API -* [:octocat: gmail](https://github.com/charlierguo/gmail) - :star: 1537 :fork_and_knife: 338 - A Pythonic interface for Gmail. -* [:octocat: google-api-python-client](https://github.com/google/google-api-python-client) - :star: 2401 :fork_and_knife: 1097 - Google APIs Client Library for Python. -* [:octocat: gspread](https://github.com/burnash/gspread) - :star: 3632 :fork_and_knife: 559 - Google Spreadsheets Python API. -* [:octocat: twython](https://github.com/ryanmcgrath/twython) - :star: 1567 :fork_and_knife: 351 - A Python wrapper for the Twitter API. +* [:octocat: boto3](https://github.com/boto/boto3) - :star: 3933 :fork_and_knife: 809 - Python interface to Amazon Web Services. +* [:octocat: django-wordpress](https://github.com/sunlightlabs/django-wordpress/) - :star: 283 :fork_and_knife: 71 - WordPress models and views for Django. +* [:octocat: facebook-sdk](https://github.com/mobolic/facebook-sdk) - :star: 2353 :fork_and_knife: 865 - Facebook Platform Python SDK. +* [:octocat: facepy](https://github.com/jgorset/facepy) - :star: 781 :fork_and_knife: 200 - Facepy makes it really easy to interact with Facebook's Graph API +* [:octocat: gmail](https://github.com/charlierguo/gmail) - :star: 1548 :fork_and_knife: 338 - A Pythonic interface for Gmail. +* [:octocat: google-api-python-client](https://github.com/google/google-api-python-client) - :star: 2437 :fork_and_knife: 1117 - Google APIs Client Library for Python. +* [:octocat: gspread](https://github.com/burnash/gspread) - :star: 3688 :fork_and_knife: 570 - Google Spreadsheets Python API. +* [:octocat: twython](https://github.com/ryanmcgrath/twython) - :star: 1576 :fork_and_knife: 353 - A Python wrapper for the Twitter API. ## URL Manipulation *Libraries for parsing URLs.* -* [:octocat: furl](https://github.com/gruns/furl) - :star: 1437 :fork_and_knife: 89 - A small Python library that makes manipulating URLs simple. +* [:octocat: furl](https://github.com/gruns/furl) - :star: 1453 :fork_and_knife: 90 - A small Python library that makes manipulating URLs simple. * [:octocat: purl](https://github.com/codeinthehole/purl) - :star: 218 :fork_and_knife: 23 - A simple, immutable URL class with a clean API for interrogation and manipulation. -* [:octocat: pyshorteners](https://github.com/ellisonleao/pyshorteners) - :star: 213 :fork_and_knife: 31 - A pure Python URL shortening lib. -* [:octocat: short_url](https://github.com/Alir3z4/python-short_url) - :star: 117 :fork_and_knife: 21 - Python implementation for generating Tiny URL and bit.ly-like URLs. -* [:octocat: webargs](https://github.com/sloria/webargs) - :star: 691 :fork_and_knife: 100 - A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, and Pyramid. +* [:octocat: pyshorteners](https://github.com/ellisonleao/pyshorteners) - :star: 212 :fork_and_knife: 32 - A pure Python URL shortening lib. +* [:octocat: short_url](https://github.com/Alir3z4/python-short_url) - :star: 119 :fork_and_knife: 21 - Python implementation for generating Tiny URL and bit.ly-like URLs. +* [:octocat: webargs](https://github.com/sloria/webargs) - :star: 709 :fork_and_knife: 102 - A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, and Pyramid. ## 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: scikit-video](https://github.com/aizvorski/scikit-video) - :star: 82 :fork_and_knife: 15 - Video processing routines for SciPy. +* [:octocat: scikit-video](https://github.com/aizvorski/scikit-video) - :star: 85 :fork_and_knife: 16 - Video processing routines for SciPy. ## WSGI Servers @@ -1130,29 +1130,29 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- *Libraries for extracting web contents.* * [:octocat: Haul](https://github.com/vinta/Haul) - :star: 133 :fork_and_knife: 31 - An Extensible Image Crawler. -* [:octocat: html2text](https://github.com/Alir3z4/html2text) - :star: 583 :fork_and_knife: 123 - Convert HTML to Markdown-formatted text. -* [:octocat: lassie](https://github.com/michaelhelmick/lassie) - :star: 437 :fork_and_knife: 33 - Web Content Retrieval for Humans. -* [:octocat: micawber](https://github.com/coleifer/micawber) - :star: 409 :fork_and_knife: 65 - A small library for extracting rich content from URLs. -* [:octocat: newspaper](https://github.com/codelucas/newspaper) - :star: 7080 :fork_and_knife: 1184 - News extraction, article extraction and content curation in Python. -* [:octocat: opengraph](https://github.com/erikriver/opengraph) - :star: 142 :fork_and_knife: 66 - A Python module to parse the Open Graph Protocol -* [:octocat: python-goose](https://github.com/grangier/python-goose) - :star: 3168 :fork_and_knife: 702 - HTML Content/Article Extractor. -* [:octocat: python-readability](https://github.com/buriy/python-readability) - :star: 1510 :fork_and_knife: 260 - Fast Python port of arc90's readability tool. +* [:octocat: html2text](https://github.com/Alir3z4/html2text) - :star: 592 :fork_and_knife: 124 - Convert HTML to Markdown-formatted text. +* [:octocat: lassie](https://github.com/michaelhelmick/lassie) - :star: 439 :fork_and_knife: 33 - Web Content Retrieval for Humans. +* [:octocat: micawber](https://github.com/coleifer/micawber) - :star: 408 :fork_and_knife: 65 - A small library for extracting rich content from URLs. +* [:octocat: newspaper](https://github.com/codelucas/newspaper) - :star: 7165 :fork_and_knife: 1200 - News extraction, article extraction and content curation in Python. +* [:octocat: opengraph](https://github.com/erikriver/opengraph) - :star: 141 :fork_and_knife: 66 - A Python module to parse the Open Graph Protocol +* [:octocat: python-goose](https://github.com/grangier/python-goose) - :star: 3204 :fork_and_knife: 706 - HTML Content/Article Extractor. +* [:octocat: python-readability](https://github.com/buriy/python-readability) - :star: 1519 :fork_and_knife: 260 - Fast Python port of arc90's readability tool. * [:octocat: sanitize](https://github.com/Alir3z4/python-sanitize) - :star: 54 :fork_and_knife: 5 - Bringing sanity to world of messed-up data. -* [:octocat: sumy](https://github.com/miso-belica/sumy) - :star: 1674 :fork_and_knife: 324 - A module for automatic summarization of text documents and HTML pages. -* [:octocat: textract](https://github.com/deanmalmgren/textract) - :star: 2359 :fork_and_knife: 272 - Extract text from any document, Word, PowerPoint, PDFs, etc. +* [:octocat: sumy](https://github.com/miso-belica/sumy) - :star: 1710 :fork_and_knife: 323 - A module for automatic summarization of text documents and HTML pages. +* [:octocat: textract](https://github.com/deanmalmgren/textract) - :star: 2379 :fork_and_knife: 275 - Extract text from any document, Word, PowerPoint, PDFs, etc. ## Web Crawling *Libraries for scraping websites.* -* [:octocat: cola](https://github.com/chineking/cola) - :star: 1290 :fork_and_knife: 530 - A distributed crawling framework. -* [:octocat: Demiurge](https://github.com/matiasb/demiurge) - :star: 82 :fork_and_knife: 11 - PyQuery-based scraping micro-framework. +* [:octocat: cola](https://github.com/chineking/cola) - :star: 1299 :fork_and_knife: 529 - A distributed crawling framework. +* [:octocat: Demiurge](https://github.com/matiasb/demiurge) - :star: 84 :fork_and_knife: 11 - 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: 2962 :fork_and_knife: 231 - A Python library for automating interaction with websites. -* [:octocat: portia](https://github.com/scrapinghub/portia) - :star: 6459 :fork_and_knife: 1012 - Visual scraping for Scrapy. -* [:octocat: pyspider](https://github.com/binux/pyspider) - :star: 12212 :fork_and_knife: 3041 - A powerful spider system. -* [:octocat: RoboBrowser](https://github.com/jmcarp/robobrowser) - :star: 3191 :fork_and_knife: 264 - A simple, Pythonic library for browsing the web without a standalone web browser. +* [:octocat: MechanicalSoup](https://github.com/hickford/MechanicalSoup) - :star: 2999 :fork_and_knife: 236 - A Python library for automating interaction with websites. +* [:octocat: portia](https://github.com/scrapinghub/portia) - :star: 6527 :fork_and_knife: 1022 - Visual scraping for Scrapy. +* [:octocat: pyspider](https://github.com/binux/pyspider) - :star: 12348 :fork_and_knife: 3067 - A powerful spider system. +* [:octocat: RoboBrowser](https://github.com/jmcarp/robobrowser) - :star: 3212 :fork_and_knife: 267 - 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 @@ -1162,11 +1162,11 @@ Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome- * [: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. - * [:octocat: awesome-django](https://github.com/rosarior/awesome-django) - :star: 8366 :fork_and_knife: 1505 + * [:octocat: awesome-django](https://github.com/rosarior/awesome-django) - :star: 8485 :fork_and_knife: 1530 * [:earth_americas: Flask](http://flask.pocoo.org/) - A microframework for Python. - * [:octocat: awesome-flask](https://github.com/humiaozuzu/awesome-flask) - :star: 6271 :fork_and_knife: 972 + * [:octocat: awesome-flask](https://github.com/humiaozuzu/awesome-flask) - :star: 6376 :fork_and_knife: 990 * [: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: 437 :fork_and_knife: 50 + * [:octocat: awesome-pyramid](https://github.com/uralbash/awesome-pyramid) - :star: 439 :fork_and_knife: 51 * [: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: 1911 :fork_and_knife: 540 - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). -* [:octocat: Crossbar](https://github.com/crossbario/crossbar/) - :star: 1564 :fork_and_knife: 218 - Open-source Unified Application Router (Websocket & WAMP for Python on Autobahn). -* [:octocat: django-socketio](https://github.com/stephenmcd/django-socketio) - :star: 1160 :fork_and_knife: 236 - WebSockets for Django. -* [:octocat: WebSocket-for-Python](https://github.com/Lawouach/WebSocket-for-Python) - :star: 1003 :fork_and_knife: 244 - WebSocket client and server library for Python 2 and 3 as well as PyPy. +* [:octocat: AutobahnPython](https://github.com/crossbario/autobahn-python) - :star: 1925 :fork_and_knife: 548 - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). +* [:octocat: Crossbar](https://github.com/crossbario/crossbar/) - :star: 1572 :fork_and_knife: 220 - Open-source Unified Application Router (Websocket & WAMP for Python on Autobahn). +* [:octocat: django-socketio](https://github.com/stephenmcd/django-socketio) - :star: 1168 :fork_and_knife: 233 - WebSockets for Django. +* [:octocat: WebSocket-for-Python](https://github.com/Lawouach/WebSocket-for-Python) - :star: 1005 :fork_and_knife: 246 - 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: 95733 :fork_and_knife: 12733 - * [:octocat: lists](https://github.com/jnv/lists) - :star: 5358 :fork_and_knife: 471 + * [:octocat: awesome](https://github.com/sindresorhus/awesome) - :star: 97328 :fork_and_knife: 12936 + * [:octocat: lists](https://github.com/jnv/lists) - :star: 5427 :fork_and_knife: 476 * Python - * [:octocat: pycrumbs](https://github.com/kirang89/pycrumbs) - :star: 2769 :fork_and_knife: 680 - * [:octocat: python-github-projects](https://github.com/checkcheckzz/python-github-projects) - :star: 517 :fork_and_knife: 139 - * [:octocat: python_reference](https://github.com/rasbt/python_reference) - :star: 2055 :fork_and_knife: 496 - * [:octocat: pythonidae](https://github.com/svaksha/pythonidae) - :star: 666 :fork_and_knife: 143 + * [:octocat: pycrumbs](https://github.com/kirang89/pycrumbs) - :star: 2768 :fork_and_knife: 679 + * [:octocat: python-github-projects](https://github.com/checkcheckzz/python-github-projects) - :star: 521 :fork_and_knife: 140 + * [:octocat: python_reference](https://github.com/rasbt/python_reference) - :star: 2062 :fork_and_knife: 503 + * [:octocat: pythonidae](https://github.com/svaksha/pythonidae) - :star: 675 :fork_and_knife: 146