diff --git a/README.md b/README.md index ac89cfc..f864747 100644 --- a/README.md +++ b/README.md @@ -1,164 +1,544 @@ # Fucking Awesome Python -A curated list with Github stars and forks stats based on awesome [awesome-python](https://github.com/vinta/awesome-python), inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome-go) +A curated list with Github stars and forks stats based on awesome [awesome-python](https://github.com/vinta/awesome-python) -# Awesome Python [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome) - -A curated list of awesome Python frameworks, libraries and software. Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). +Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome-go). - [Awesome Python](#awesome-python) + - [Admin Panels](#admin-panels) + - [Algorithms and Design Patterns](#algorithms-and-design-patterns) + - [Anti-spam](#anti-spam) + - [Asset Management](#asset-management) + - [Audio](#audio) + - [Authentication](#authentication) + - [Build Tools](#build-tools) + - [Caching](#caching) + - [ChatOps Tools](#chatops-tools) + - [CMS](#cms) + - [Code Analysis and Linter](#code-analysis-and-linter) + - [Command-line Tools](#command-line-tools) + - [Compatibility](#compatibility) + - [Computer Vision](#computer-vision) + - [Concurrency and Parallelism](#concurrency-and-parallelism) + - [Configuration](#configuration) + - [Cryptography](#cryptography) + - [Data Analysis](#data-analysis) + - [Data Validation](#data-validation) + - [Data Visualization](#data-visualization) + - [Database Drivers](#database-drivers) + - [Database](#database) + - [Date and Time](#date-and-time) + - [Debugging Tools](#debugging-tools) + - [Deep Learning](#deep-learning) + - [DevOps Tools](#devops-tools) + - [Distribution](#distribution) + - [Documentation](#documentation) + - [Downloader](#downloader) + - [E-commerce](#e-commerce) + - [Editor Plugins and IDEs](#editor-plugins-and-ides) + - [Email](#email) - [Environment Management](#environment-management) + - [Files](#files) + - [Foreign Function Interface](#foreign-function-interface) + - [Forms](#forms) + - [Functional Programming](#functional-programming) + - [Game Development](#game-development) + - [Geolocation](#geolocation) + - [GUI](#gui) + - [Hardware](#hardware) + - [High Performance](#high-performance) + - [HTML Manipulation](#html-manipulation) + - [HTTP](#http) + - [Imagery](#imagery) + - [Interactive Interpreter](#interactive-interpreter) + - [Internationalization](#internationalization) + - [Job Scheduler](#job-scheduler) + - [Logging](#logging) + - [Machine Learning](#machine-learning) + - [MapReduce](#mapreduce) + - [Miscellaneous](#miscellaneous) + - [Natural Language Processing](#natural-language-processing) + - [Network Virtualization](#network-virtualization-and-sdn) + - [Networking](#networking) + - [News Feed](#news-feed) + - [ORM](#orm) - [Package Management](#package-management) - [Package Repositories](#package-repositories) - - [Distribution](#distribution) - - [Build Tools](#build-tools) - - [Interactive Interpreter](#interactive-interpreter) - - [Files](#files) - - [Date and Time](#date-and-time) - - [Text Processing](#text-processing) - - [Specific Formats Processing](#specific-formats-processing) - - [Natural Language Processing](#natural-language-processing) - - [Documentation](#documentation) - - [Configuration](#configuration) - - [Command-line Tools](#command-line-tools) - - [Downloader](#downloader) - - [Imagery](#imagery) - - [OCR](#ocr) - - [Audio](#audio) - - [Video](#video) - - [Geolocation](#geolocation) - - [HTTP](#http) - - [Database](#database) - - [Database Drivers](#database-drivers) - - [ORM](#orm) - - [Web Frameworks](#web-frameworks) - [Permissions](#permissions) - - [CMS](#cms) - - [E-commerce](#e-commerce) - - [RESTful API](#restful-api) - - [Authentication](#authentication) - - [Template Engine](#template-engine) - - [Queue](#queue) - - [Search](#search) - - [News Feed](#news-feed) - - [Asset Management](#asset-management) - - [Caching](#caching) - - [Email](#email) - - [Internationalization](#internationalization) - - [URL Manipulation](#url-manipulation) - - [HTML Manipulation](#html-manipulation) - - [Web Crawling](#web-crawling) - - [Web Content Extracting](#web-content-extracting) - - [Forms](#forms) - - [Data Validation](#data-validation) - - [Anti-spam](#anti-spam) - - [Tagging](#tagging) - - [Admin Panels](#admin-panels) - - [Static Site Generator](#static-site-generator) - [Processes](#processes) - - [Concurrency and Parallelism](#concurrency-and-parallelism) - - [Networking](#networking) + - [Queue](#queue) + - [RESTful API](#restful-api) + - [RPC Servers](#rpc-servers) + - [Science](#science) + - [Search](#search) + - [Serialization](#serialization) + - [Serverless Frameworks](#serverless-frameworks) + - [Specific Formats Processing](#specific-formats-processing) + - [Static Site Generator](#static-site-generator) + - [Tagging](#tagging) + - [Template Engine](#template-engine) + - [Testing](#testing) + - [Text Processing](#text-processing) + - [Third-party APIs](#third-party-apis) + - [URL Manipulation](#url-manipulation) + - [Video](#video) + - [Web Content Extracting](#web-content-extracting) + - [Web Crawling](#web-crawling) + - [Web Frameworks](#web-frameworks) - [WebSocket](#websocket) - [WSGI Servers](#wsgi-servers) - - [RPC Servers](#rpc-servers) - - [Cryptography](#cryptography) - - [GUI](#gui) - - [Game Development](#game-development) - - [Logging](#logging) - - [Testing](#testing) - - [Code Analysis and Linter](#code-analysis-and-linter) - - [Debugging Tools](#debugging-tools) - - [Science and Data Analysis](#science-and-data-analysis) - - [Data Visualization](#data-visualization) - - [Computer Vision](#computer-vision) - - [Machine Learning](#machine-learning) - - [Functional Programming](#functional-programming) - - [MapReduce](#mapreduce) - - [Third-party APIs](#third-party-apis) - - [DevOps Tools](#devops-tools) - - [Job Scheduler](#job-scheduler) - - [Foreign Function Interface](#foreign-function-interface) - - [High Performance](#high-performance) - - [Network Virtualization and SDN](#network-virtualization-and-sdn) - - [Hardware](#hardware) - - [Compatibility](#compatibility) - - [Miscellaneous](#miscellaneous) - - [Algorithms and Design Patterns](#algorithms-and-design-patterns) - - [Editor Plugins](#editor-plugins) - - [IDEs](#ides) - [Services](#services) - - [Continuous Integration](#continuous-integration) - [Code Quality](#code-quality) + - [Continuous Integration](#continuous-integration) - [Resources](#resources) + - [Podcasts](#podcasts) + - [Twitter](#twitter) - [Websites](#websites) - [Weekly](#weekly) - - [Twitter](#twitter) - [Other Awesome Lists](#other-awesome-lists) - [Contributing](#contributing) - - - +## Admin Panels + +*Libraries for administrative interfaces.* + +* [:octocat: Ajenti](https://github.com/Eugeny/ajenti) - :star: 214 :fork_and_knife: 44 - 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: 1780 :fork_and_knife: 562 - Drop-in replacement of Django admin comes with lots of goodies. +* [:octocat: flask-admin](https://github.com/flask-admin/flask-admin) - :star: 2033 :fork_and_knife: 675 - Simple and extensible administrative interface framework for Flask. +* [:octocat: flower](https://github.com/mher/flower) - :star: 2020 :fork_and_knife: 374 - 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: 749 :fork_and_knife: 67 - 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: 1851 :fork_and_knife: 474 - A module of algorithms for Python. +* [:octocat: PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - :star: 210 :fork_and_knife: 12 - A simple yet effective library for implementing common design patterns. +* [:octocat: python-patterns](https://github.com/faif/python-patterns) - :star: 10008 :fork_and_knife: 2408 - 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: 398 :fork_and_knife: 160 - 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: 10 :fork_and_knife: 2 - 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: 1788 :fork_and_knife: 492 - Compresses linked and inline JavaScript or CSS into a single cached file. +* [:octocat: django-pipeline](https://github.com/jazzband/django-pipeline) - :star: 1100 :fork_and_knife: 289 - An asset packaging library for Django. +* [:octocat: django-storages](https://github.com/jschneier/django-storages) - :star: 504 :fork_and_knife: 200 - 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: 303 :fork_and_knife: 77 - Helps you integrate webassets into your Flask app. +* [:octocat: jinja-assets-compressor](https://github.com/jaysonsantos/jinja-assets-compressor) - :star: 60 :fork_and_knife: 9 - A Jinja extension to compile and compress your assets. +* [:octocat: webassets](https://github.com/miracle2k/webassets) - :star: 773 :fork_and_knife: 217 - Bundles, optimizes, and manages unique cache-busting URLs for static resources. + +## Audio + +*Libraries for manipulating audio.* + +* [:octocat: audiolazy](https://github.com/danilobellini/audiolazy) - :star: 249 :fork_and_knife: 34 - Expressive Digital Signal Processing (DSP) package for Python. +* [:octocat: audioread](https://github.com/beetbox/audioread) - :star: 123 :fork_and_knife: 40 - 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: 2724 :fork_and_knife: 504 - Audio fingerprinting and recognition. +* [:octocat: django-elastic-transcoder](https://github.com/StreetVoice/django-elastic-transcoder) - :star: 35 :fork_and_knife: 17 - 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: 221 :fork_and_knife: 93 - 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: 1626 :fork_and_knife: 173 - Manipulate audio with a simple and easy high level interface. +* [:octocat: pyechonest](https://github.com/echonest/pyechonest) - :star: 587 :fork_and_knife: 1111 - 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: 181 :fork_and_knife: 25 - Open web audio processing framework. +* [:octocat: tinytag](https://github.com/devsnd/tinytag) - :star: 210 :fork_and_knife: 28 - A library for reading music meta data of MP3, OGG, FLAC and Wave files. + +## Authentication + +*Libraries for implementing authentications schemes.* + +* OAuth + * [:earth_americas: Authomatic](http://peterhudec.github.io/authomatic/) - Simple but powerful framework agnostic authentication/authorization client. + * [:octocat: django-allauth](https://github.com/pennersr/django-allauth) - :star: 2711 :fork_and_knife: 1001 - Authentication app for Django that "just works." + * [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - :star: 890 :fork_and_knife: 271 - OAuth 2 goodies for Django. + * [:octocat: Flask-OAuthlib](https://github.com/lepture/flask-oauthlib) - :star: 845 :fork_and_knife: 245 - OAuth 1.0/a, 2.0 implementation of client and provider for Flask. + * [:octocat: OAuthLib](https://github.com/idan/oauthlib) - :star: 1273 :fork_and_knife: 280 - A generic and thorough implementation of the OAuth request-signing logic. + * [:octocat: python-oauth2](https://github.com/joestump/python-oauth2) - :star: 2518 :fork_and_knife: 977 - A fully tested, abstract interface to creating OAuth clients and servers. + * [:octocat: python-social-auth](https://github.com/omab/python-social-auth) - :star: 2573 :fork_and_knife: 1141 - An easy-to-setup social authentication mechanism. + * [:octocat: rauth](https://github.com/litl/rauth) - :star: 1459 :fork_and_knife: 152 - A Python library for OAuth 1.0/a, 2.0, and Ofly. + * [:octocat: sanction](https://github.com/demianbrecht/sanction) - :star: 162 :fork_and_knife: 38 - A dead simple OAuth2 client implementation. +* Others + * [:octocat: jose](https://github.com/demonware/jose) - :star: 57 :fork_and_knife: 20 - JavaScript Object Signing and Encryption draft implementation. + * [:octocat: PyJWT](https://github.com/jpadilla/pyjwt) - :star: 1046 :fork_and_knife: 148 - Implementation of the JSON Web Token draft 01. + * [:octocat: python-jws](https://github.com/brianloveswords/python-jws) - :star: 48 :fork_and_knife: 18 - Implementation of JSON Web Signatures draft 02. + * [:octocat: python-jwt](https://github.com/davedoesdev/python-jwt) - :star: 113 :fork_and_knife: 12 - Module for generating and verifying JSON Web Tokens. + +## Build Tools + +*Compile software from source code.* + +* [: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: 1415 :fork_and_knife: 209 - A console tool to build code with different development platforms. +* [:octocat: PyBuilder](https://github.com/pybuilder/pybuilder) - :star: 788 :fork_and_knife: 157 - A continuous build tool written in pure Python. +* [:earth_americas: SCons](http://www.scons.org/) - A software construction tool. + +## CMS + +*Content Management Systems.* + +* [:earth_americas: django-cms](http://www.django-cms.org/en/) - An Open source enterprise CMS based on the Django. +* [:earth_americas: djedi-cms](http://djedi-cms.org/) - A lightweight but yet powerful Django CMS with plugins, inline editing and performance in mind. +* [:earth_americas: FeinCMS](http://www.feincms.org/) - One of the most advanced Content Management Systems built on Django. +* [:earth_americas: Kotti](http://kotti.pylonsproject.org/) - A high-level, Pythonic web application framework built on Pyramid. +* [:earth_americas: Mezzanine](http://mezzanine.jupo.org/) - A powerful, consistent, and flexible content management platform. +* [:earth_americas: Opps](http://opps.github.io/opps/) - A Django-based CMS for magazines, newspapers websites and portals with high-traffic. +* [:earth_americas: Plone](https://plone.org/) - A CMS built on top of the open source application server Zope. +* [:earth_americas: Quokka](http://quokkaproject.org/) - Flexible, extensible, small CMS powered by Flask and MongoDB. +* [:earth_americas: Wagtail](https://wagtail.io/) - A Django content management system. +* [:earth_americas: Widgy](https://wid.gy/) - Last CMS framework, based on Django. + +## Caching + +*Libraries for caching data.* + +* [:octocat: Beaker](https://github.com/bbangert/beaker) - :star: 261 :fork_and_knife: 90 - 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: 651 :fork_and_knife: 130 - Automatic caching and invalidation for Django models. +* [:octocat: django-cacheops](https://github.com/Suor/django-cacheops) - :star: 613 :fork_and_knife: 102 - A slick ORM cache with automatic granular event-driven invalidation. +* [:octocat: django-viewlet](https://github.com/5monkeys/django-viewlet) - :star: 55 :fork_and_knife: 12 - 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: 267 :fork_and_knife: 87 - A caching framework for django applications. +* [:octocat: pylibmc](https://github.com/lericson/pylibmc) - :star: 334 :fork_and_knife: 107 - A Python wrapper around the [libmemcached](http://libmemcached.org/libMemcached.html) interface. + +## ChatOps Tools + +*Libraries for chatbot development.* + +* [:earth_americas: Errbot](http://errbot.io/) - The easiest and most popular chatbot to implement ChatOps. + +## Code Analysis and Linter + +*Libraries and tools for analysing, parsing and manipulation codebases.* + +* 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: 313 :fork_and_knife: 48 - Turn your Python and JavaScript code into DOT flowcharts. + * [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - :star: 741 :fork_and_knife: 114 - A library that visualises the flow (call graph) of your Python application. + * [:octocat: pysonar2](https://github.com/yinwang0/pysonar2) - :star: 2340 :fork_and_knife: 640 - A type inferencer and indexer for Python. +* 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: 249 :fork_and_knife: 35 - Code audit tool for Python and JavaScript. + * [:earth_americas: Pylint](https://www.pylint.org/) - A Fully customizable source code analyzer. + +## Command-line Tools + +*Libraries for building command-line application.* + +* Command-line Application Development + * [:octocat: asciimatics](https://github.com/peterbrittain/asciimatics) - :star: 429 :fork_and_knife: 27 - 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: 2127 :fork_and_knife: 202 - 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: 4382 :fork_and_knife: 233 - Turn command line programs into a full GUI application with one line + * [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - :star: 3173 :fork_and_knife: 193 - A Library for building powerful interactive command lines. +* Productivity Tools + * [:octocat: aws-cli](https://github.com/aws/aws-cli) - :star: 4425 :fork_and_knife: 707 - A universal command-line interface for Amazon Web Services. + * [:octocat: bashplotlib](https://github.com/glamp/bashplotlib) - :star: 658 :fork_and_knife: 50 - Making basic plots in the terminal. + * [:octocat: caniusepython3](https://github.com/brettcannon/caniusepython3) - :star: 258 :fork_and_knife: 33 - Determine what projects are blocking you from porting to Python 3. + * [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - :star: 4197 :fork_and_knife: 502 - A command-line utility that creates projects from cookiecutters (project templates). + * [:octocat: doitlive](https://github.com/sloria/doitlive) - :star: 764 :fork_and_knife: 22 - A tool for live presentations in the terminal. + * [:octocat: howdoi](https://github.com/gleitz/howdoi) - :star: 4802 :fork_and_knife: 452 - Instant coding answers via the command line. + * [:octocat: httpie](https://github.com/jkbrzt/httpie) - :star: 27296 :fork_and_knife: 1754 - A command line HTTP client, a user-friendly cURL replacement. + * [:octocat: mycli](https://github.com/dbcli/mycli) - :star: 3230 :fork_and_knife: 172 - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting. + * [:octocat: PathPicker](https://github.com/facebook/PathPicker) - :star: 3105 :fork_and_knife: 193 - Select files out of bash output. + * [:octocat: percol](https://github.com/mooz/percol) - :star: 2204 :fork_and_knife: 101 - Adds flavor of interactive selection to the traditional pipe concept on UNIX. + * [:octocat: pgcli](https://github.com/dbcli/pgcli) - :star: 5033 :fork_and_knife: 211 - Postgres CLI with autocompletion and syntax highlighting. + * [:octocat: SAWS](https://github.com/donnemartin/saws) - :star: 3064 :fork_and_knife: 116 - A Supercharged AWS CLI. + * [:octocat: thefuck](https://github.com/nvbn/thefuck) - :star: 23052 :fork_and_knife: 1104 - Correcting your previous console command. + * [:octocat: try](https://github.com/timofurrer/try) - :star: 329 :fork_and_knife: 14 - 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: 428 :fork_and_knife: 33 - 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 + +*Libraries for computer vision.* + +* [:earth_americas: OpenCV](http://opencv.org/) - Open Source Computer Vision Library. +* [:octocat: pyocr](https://github.com/jflesch/pyocr) - :star: 413 :fork_and_knife: 80 - A wrapper for Tesseract and Cuneiform. +* [:octocat: pytesseract](https://github.com/madmaze/pytesseract) - :star: 585 :fork_and_knife: 121 - 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 + +*Libraries for concurrent and parallel execution.* + +* [:earth_americas: eventlet](http://eventlet.net/) - Asynchronous framework with WSGI support. +* [:octocat: gevent](http://www.gevent.org/) - :star: 714 :fork_and_knife: 131 - 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: 1197 :fork_and_knife: 67 - Magic decorator syntax for asynchronous code. +* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 2593 :fork_and_knife: 92 - Ultra fast implementation of asyncio event loop on top of libuv. + +## Configuration + +*Libraries for storing and parsing configuration options.* + +* [:earth_americas: config](https://www.red-dove.com/config-doc/) - Hierarchical config from the author of [logging](https://docs.python.org/2/library/logging.html). +* [:earth_americas: ConfigObj](http://www.voidspace.org.uk/python/configobj.html) - INI file parser with validation. +* [:earth_americas: ConfigParser](https://docs.python.org/2/library/configparser.html) - (Python standard library) INI file parser. +* [:earth_americas: profig](http://profig.readthedocs.org/en/default/) - Config from multiple formats with value conversion. +* [:octocat: python-decouple](https://github.com/henriquebastos/python-decouple) - :star: 313 :fork_and_knife: 25 - 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: 524 :fork_and_knife: 42 - 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: 323 :fork_and_knife: 69 - Python binding to the Networking and Cryptography (NaCl) library. + +## Data Analysis + +*Libraries for data analyzing.* + +* [:octocat: Blaze](https://github.com/blaze/blaze) - :star: 1670 :fork_and_knife: 249 - NumPy and Pandas interface to Big Data. +* [:octocat: Open Mining](https://github.com/mining/mining) - :star: 675 :fork_and_knife: 116 - 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. + +## Data Validation + +*Libraries for validating data. Used for forms in many cases.* + +* [:octocat: Cerberus](https://github.com/nicolaiarocci/cerberus/) - :star: 747 :fork_and_knife: 98 - 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: 1020 :fork_and_knife: 194 - An implementation of [JSON Schema](http://json-schema.org/) for Python. +* [:octocat: schema](https://github.com/keleshev/schema) - :star: 953 :fork_and_knife: 88 - A library for validating Python data structures. +* [:octocat: Schematics](https://github.com/schematics/schematics) - :star: 1676 :fork_and_knife: 211 - Data Structure Validation. +* [:octocat: valideer](https://github.com/podio/valideer) - :star: 172 :fork_and_knife: 9 - Lightweight extensible data validation and adaptation library. +* [:octocat: voluptuous](https://github.com/alecthomas/voluptuous) - :star: 710 :fork_and_knife: 108 - 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: 1047 :fork_and_knife: 85 - Declarative statistical visualization library for Python. +* [:octocat: Bokeh](https://github.com/bokeh/bokeh) - :star: 4934 :fork_and_knife: 1184 - Interactive Web Plotting for Python. +* [:octocat: ggplot](https://github.com/yhat/ggplot) - :star: 2813 :fork_and_knife: 394 - 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: 3575 :fork_and_knife: 533 - Statistical data visualization using Matplotlib. +* [:octocat: VisPy](https://github.com/vispy/vispy) - :star: 1193 :fork_and_knife: 263 - High-performance scientific visualization based on OpenGL. + +## Database + +*Databases implemented in Python.* + +* [:earth_americas: pickleDB](https://pythonhosted.org/pickleDB/) - A simple and lightweight key-value store for Python. +* [:earth_americas: PipelineDB](https://www.pipelinedb.com/) - The Streaming SQL Database. +* [:octocat: TinyDB](https://github.com/msiemens/tinydb) - :star: 1343 :fork_and_knife: 101 - 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. + + +## Database Drivers + +*Libraries for connecting and operating databases.* + +* MySQL - [awesome-mysql](http://shlomi-noach.github.io/awesome-mysql/) + * [:earth_americas: mysql-python](https://sourceforge.net/projects/mysql-python/) - The MySQL database connector for Python. + * [:octocat: mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - :star: 481 :fork_and_knife: 72 - 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: 2249 :fork_and_knife: 511 - 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: 157 :fork_and_knife: 13 - A wrapper of the psycopg2 library for interacting with PostgreSQL. + * [:octocat: txpostgres](https://github.com/wulczer/txpostgres) - :star: 89 :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: 2552 :fork_and_knife: 151 - 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: 613 :fork_and_knife: 275 - Python driver for Cassandra. + * [:octocat: HappyBase](https://github.com/wbolster/happybase) - :star: 292 :fork_and_knife: 91 - A developer-friendly library for Apache HBase. + * [:octocat: Plyvel](https://github.com/wbolster/plyvel) - :star: 132 :fork_and_knife: 24 - 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: 492 :fork_and_knife: 144 - 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: 4654 :fork_and_knife: 1174 - The Redis Python Client. + * [:octocat: telephus](https://github.com/driftx/Telephus) - :star: 92 :fork_and_knife: 33 - Twisted based client for Cassandra. + * [:octocat: txRedis](https://github.com/deldotdr/txRedis) - :star: 116 :fork_and_knife: 34 - Twisted based client for Redis. + +## Date and Time + +*Libraries for working with dates and times.* + +* [:octocat: arrow](https://github.com/crsmithdev/arrow) - :star: 3484 :fork_and_knife: 307 - Better dates & times for Python. +* [:octocat: Chronyk](https://github.com/KoffeinFlummi/Chronyk) - :star: 233 :fork_and_knife: 8 - A Python 3 library for parsing human-written times and dates. +* [:octocat: dateutil](https://github.com/dateutil/dateutil) - :star: 296 :fork_and_knife: 79 - Extensions to the standard Python [datetime](https://docs.python.org/2/library/datetime.html) module. +* [:octocat: delorean](https://github.com/myusuf3/delorean/) - :star: 1238 :fork_and_knife: 60 - A library for clearing up the inconvenient truths that arise dealing with datetimes. +* [:octocat: moment](https://github.com/zachwill/moment) - :star: 346 :fork_and_knife: 21 - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/). +* [:octocat: Pendulum](https://github.com/sdispater/pendulum) - :star: 1528 :fork_and_knife: 50 - Python datetimes made easy. +* [:octocat: PyTime](https://github.com/shinux/PyTime) - :star: 99 :fork_and_knife: 13 - 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: 153 :fork_and_knife: 14 - Providing user-friendly functions to help perform common date and time actions. + +## Debugging Tools + +*Libraries for debugging code.* + +* Debugger + * [:octocat: django-debug-toolbar](https://github.com/django-debug-toolbar/django-debug-toolbar) - :star: 3940 :fork_and_knife: 704 - Display various debug information for Django. + * [:octocat: django-devserver](https://github.com/dcramer/django-devserver) - :star: 1173 :fork_and_knife: 149 - A drop-in replacement for Django's runserver. + * [:octocat: flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - :star: 515 :fork_and_knife: 80 - 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: 1376 :fork_and_knife: 52 - Debugger capable of attaching to and injecting code into Python processes. + * [:octocat: wdb](https://github.com/Kozea/wdb) - :star: 1085 :fork_and_knife: 62 - 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: 1073 :fork_and_knife: 80 - Line-by-line profiling. + * [:octocat: memory_profiler](https://github.com/fabianp/memory_profiler) - :star: 881 :fork_and_knife: 121 - Monitor Memory usage of Python code. + * [:octocat: profiling](https://github.com/what-studio/profiling) - :star: 2474 :fork_and_knife: 86 - An interactive Python profiler. +* Others + * [:octocat: pyelftools](https://github.com/eliben/pyelftools) - :star: 398 :fork_and_knife: 155 - Parsing and analyzing ELF files and DWARF debugging information. + * [:octocat: python-statsd](https://github.com/WoLpH/python-statsd) - :star: 89 :fork_and_knife: 35 - 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: 14671 :fork_and_knife: 9071 - A fast open framework for deep learning.. +* [:octocat: Keras](https://github.com/fchollet/keras) - :star: 10363 :fork_and_knife: 3445 - 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: 40472 :fork_and_knife: 18742 - The most popular Deep Learning framework created by Google. +* [:octocat: Theano](https://github.com/Theano/Theano) - :star: 5233 :fork_and_knife: 1838 - A library for fast numerical computation. + +## DevOps Tools + +*Software and libraries for DevOps.* + +* [:octocat: Ansible](https://github.com/ansible/ansible) - :star: 20291 :fork_and_knife: 6347 - 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: 1206 :fork_and_knife: 147 - 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: 1049 :fork_and_knife: 202 - Tools for writing awesome Fabric files. +* [:octocat: honcho](https://github.com/nickstenning/honcho) - :star: 893 :fork_and_knife: 99 - 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: 755 :fork_and_knife: 208 - Controlling interactive programs in a pseudo-terminal like GNU expect. +* [:octocat: psutil](https://github.com/giampaolo/psutil) - :star: 2131 :fork_and_knife: 365 - A cross-platform process and system utilities module. +* [:octocat: SaltStack](https://github.com/saltstack/salt) - :star: 7172 :fork_and_knife: 3290 - Infrastructure automation and management system. +* [:octocat: supervisor](https://github.com/Supervisor/supervisor) - :star: 2962 :fork_and_knife: 589 - 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: 947 :fork_and_knife: 100 - 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: 2266 :fork_and_knife: 560 - 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 + +*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: 207 :fork_and_knife: 19 +* [:earth_americas: MkDocs](http://www.mkdocs.org/) - Markdown friendly documentation generator. +* [:octocat: pdoc](https://github.com/BurntSushi/pdoc) - :star: 270 :fork_and_knife: 46 - Epydoc replacement to auto generate API documentation for Python libraries. +* [:octocat: Pycco](https://github.com/pycco-docs/pycco) - :star: 525 :fork_and_knife: 116 - The literate-programming-style documentation generator. + +## Downloader + +*Libraries for downloading.* + +* [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - :star: 2073 :fork_and_knife: 622 - A command line tool for managing Amazon S3 and CloudFront. +* [:octocat: s4cmd](https://github.com/bloomreach/s4cmd) - :star: 526 :fork_and_knife: 103 - 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. + +## E-commerce + +*Frameworks and libraries for e-commerce and payments.* + +* [:octocat: alipay](https://github.com/lxneng/alipay) - :star: 178 :fork_and_knife: 53 - Unofficial Alipay API for Python. +* [:octocat: Cartridge](https://github.com/stephenmcd/cartridge) - :star: 502 :fork_and_knife: 236 - 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: 1183 :fork_and_knife: 474 - A Django based shop system. +* [:octocat: merchant](https://github.com/agiliq/merchant) - :star: 850 :fork_and_knife: 150 - A Django app to accept payments from various payment processors. +* [:octocat: money](https://github.com/carlospalol/money) - :star: 84 :fork_and_knife: 9 - 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: 28 :fork_and_knife: 1 - 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: 844 :fork_and_knife: 121 - Emacs Python Development Environment. +* Sublime Text + * [:octocat: Anaconda](https://github.com/DamnWidget/anaconda) - :star: 1288 :fork_and_knife: 139 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. + * [:octocat: SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - :star: 679 :fork_and_knife: 70 - A Sublime Text plugin to the awesome auto-complete library Jedi. +* Vim + * [:octocat: Jedi-vim](https://github.com/davidhalter/jedi-vim) - :star: 2617 :fork_and_knife: 227 - Vim bindings for the Jedi auto-completion library for Python. + * [:octocat: Python-mode](https://github.com/klen/python-mode) - :star: 3259 :fork_and_knife: 671 - An all in one plugin for turning Vim into a Python IDE. + * [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - :star: 12538 :fork_and_knife: 1471 - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. +* Visual Studio + * [:octocat: PTVS](https://github.com/Microsoft/PTVS) - :star: 1370 :fork_and_knife: 356 - Python Tools for Visual Studio. +* Visual Studio Code + * [:octocat: Python](https://github.com/DonJayamanne/pythonVSCode) - :star: 565 :fork_and_knife: 93 - 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: 1654 :fork_and_knife: 400 - 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: 998 :fork_and_knife: 102 - A email address and Mime parsing library. +* [:octocat: imbox](https://github.com/martinrusev/imbox) - :star: 661 :fork_and_knife: 92 - Python IMAP for Humans. +* [:octocat: inbox.py](https://github.com/kennethreitz/inbox.py) - :star: 1276 :fork_and_knife: 87 - Python SMTP Server for Humans. +* [:octocat: lamson](https://github.com/zedshaw/lamson) - :star: 578 :fork_and_knife: 165 - Pythonic SMTP Application Server. +* [:octocat: Marrow Mailer](https://github.com/marrow/mailer) - :star: 122 :fork_and_knife: 29 - High-performance extensible mail delivery framework. +* [:octocat: modoboa](https://github.com/tonioo/modoboa) - :star: 662 :fork_and_knife: 94 - A mail hosting and management platform including a modern and simplified Web UI. +* [:octocat: Nylas Sync Engine](https://github.com/nylas/sync-engine) - :star: 3223 :fork_and_knife: 328 - Providing a RESTful API on top of a powerful email sync platform. +* [:octocat: yagmail](https://github.com/kootenpv/yagmail) - :star: 647 :fork_and_knife: 39 - Yet another Gmail/SMTP client. + ## Environment Management *Libraries for Python version and environment management.* * [:octocat: p](https://github.com/qw3rtman/p) - :star: 634 :fork_and_knife: 33 - Dead simple interactive Python version management. * [:octocat: pyenv](https://github.com/yyuu/pyenv) - :star: 5975 :fork_and_knife: 489 - Simple Python version management. -* [:earth_americas: PyRun](https://www.egenix.com/products/python/PyRun/) - A one-file, no-installation-needed version of Python. -* [:octocat: Vex](https://github.com/sashahart/vex) - :star: 310 :fork_and_knife: 17 - Run a command in the named virtualenv. +* [: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. -## Package Management - -*Libraries for package and dependency management.* - -* [:earth_americas: pip](https://pip.pypa.io/) - The Python package and dependency manager. - * [:earth_americas: Python Package Index](https://pypi.python.org/pypi) -* [:octocat: conda](https://github.com/conda/conda/) - :star: 1005 :fork_and_knife: 336 - Cross-platform, Python-agnostic binary package manager. -* [:earth_americas: Curdling](http://clarete.li/curdling/) - Curdling is a command line tool for managing Python packages. -* [: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: 854 :fork_and_knife: 179 - Next generation Python Package Repository (PyPI). - * [:earth_americas: Warehouse](https://warehouse.python.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/) - PyPI server and packaging/testing/release tool. -* [:octocat: localshop](https://github.com/mvantellingen/localshop) - :star: 286 :fork_and_knife: 100 - Local PyPI server (custom packages and auto-mirroring of pypi). - -## Distribution - -*Libraries to create packaged executables for release distribution.* - -* [:octocat: PyInstaller](https://github.com/pyinstaller/pyinstaller) - :star: 2266 :fork_and_knife: 560 - Converts Python programs into stand-alone executables (cross-platform). -* [:earth_americas: dh-virtualenv](http://dh-virtualenv.readthedocs.org/) - 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). -* [:earth_americas: pynsist](http://pynsist.readthedocs.org/) - A tool to build Windows installers, installers bundle Python itself. - -## Build Tools - -*Compile software from source code.* - -* [:earth_americas: buildout](http://www.buildout.org/) - A build system for creating, assembling and deploying applications from multiple parts. -* [: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: fabricate](https://code.google.com/p/fabricate/) - A build tool that finds dependencies automatically for any language. -* [:octocat: PlatformIO](https://github.com/ivankravets/platformio) - :star: 1415 :fork_and_knife: 209 - A console tool to build code with different development platforms. -* [:octocat: PyBuilder](https://github.com/pybuilder/pybuilder) - :star: 788 :fork_and_knife: 157 - A continuous build tool written in pure Python. -* [:earth_americas: SCons](http://www.scons.org/) - A software construction tool. - -## Interactive Interpreter - -*Interactive Python interpreters (REPL).* - -* [:octocat: IPython](https://github.com/ipython/ipython) - :star: 10801 :fork_and_knife: 3190 - A rich toolkit to help you make the most out of using Python interactively. -* [:earth_americas: bpython](http://bpython-interpreter.org) – A fancy interface to the Python interpreter. -* [:octocat: ptpython](https://github.com/jonathanslenders/ptpython) - :star: 1791 :fork_and_knife: 74 - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit). - ## Files *Libraries for file manipulation and MIME type detection.* @@ -171,637 +551,33 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:octocat: Unipath](https://github.com/mikeorr/Unipath) - :star: 398 :fork_and_knife: 31 - An object-oriented approach to file/directory operations. * [:octocat: watchdog](https://github.com/gorakhargosh/watchdog) - :star: 2338 :fork_and_knife: 314 - API and shell utilities to monitor file system events. -## Date and Time +## Foreign Function Interface -*Libraries for working with dates and times.* +*Libraries for providing foreign function interface.* -* [:octocat: arrow](https://github.com/crsmithdev/arrow) - :star: 3483 :fork_and_knife: 307 - Better dates & times for Python. -* [:octocat: Chronyk](https://github.com/KoffeinFlummi/Chronyk) - :star: 233 :fork_and_knife: 8 - A Python 3 library for parsing human-written times and dates. -* [:earth_americas: dateutil](https://pypi.python.org/pypi/python-dateutil) - Extensions to the standard Python [datetime](https://docs.python.org/2/library/datetime.html) module. -* [:octocat: delorean](https://github.com/myusuf3/delorean/) - :star: 1238 :fork_and_knife: 60 - A library for clearing up the inconvenient truths that arise dealing with datetimes. -* [:octocat: moment](https://github.com/zachwill/moment) - :star: 346 :fork_and_knife: 21 - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/). -* [:octocat: PyTime](https://github.com/shnode/PyTime) - :star: 99 :fork_and_knife: 13 - 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](http://en.wikipedia.org/wiki/Tz_database) into Python. -* [:octocat: when.py](https://github.com/dirn/When.py) - :star: 153 :fork_and_knife: 14 - Providing user-friendly functions to help perform common date and time actions. - -## Text Processing - -*Libraries for parsing and manipulating plain texts.* - -* General - * [:octocat: chardet](https://github.com/chardet/chardet) - :star: 644 :fork_and_knife: 91 - 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. - * [:earth_americas: esmre](https://code.google.com/p/esmre/) - Regular expression accelerator. - * [:octocat: ftfy](https://github.com/LuminosoInsight/python-ftfy) - :star: 1604 :fork_and_knife: 56 - Makes Unicode text less broken and more consistent automagically. - * [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - :star: 2862 :fork_and_knife: 314 - Fuzzy String Matching. - * [:octocat: Levenshtein](https://github.com/ztane/python-Levenshtein/) - :star: 269 :fork_and_knife: 54 - Fast computation of Levenshtein distance and string similarity. - * [:octocat: pangu.py](https://github.com/vinta/pangu.py) - :star: 55 :fork_and_knife: 7 - Spacing texts for CJK and alphanumerics. - * [:octocat: pyfiglet](https://github.com/pwaller/pyfiglet) - :star: 184 :fork_and_knife: 22 - An implementation of figlet written in Python. - * [:octocat: shortuuid](https://github.com/stochastic-technologies/shortuuid) - :star: 685 :fork_and_knife: 52 - 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: 115 :fork_and_knife: 12 - Print readable chars instead of the escaped string. - * [:octocat: xpinyin](https://github.com/lxneng/xpinyin) - :star: 392 :fork_and_knife: 106 - A library to translate Chinese hanzi (漢字) to pinyin (拼音). -* Slugify - * [:octocat: awesome-slugify](https://github.com/dimka665/awesome-slugify) - :star: 314 :fork_and_knife: 18 - A Python slugify library that can preserve unicode. - * [:octocat: python-slugify](https://github.com/un33k/python-slugify) - :star: 312 :fork_and_knife: 35 - A Python slugify library that translates unicode to ASCII. - * [:octocat: unicode-slugify](https://github.com/mozilla/unicode-slugify) - :star: 234 :fork_and_knife: 40 - A slugifier that generates unicode slugs with Django as a dependency. -* Parser - * [:octocat: phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - :star: 1373 :fork_and_knife: 178 - 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: 174 :fork_and_knife: 26 - Parsing human names into their individual components. - * [:octocat: python-user-agents](https://github.com/selwin/python-user-agents) - :star: 430 :fork_and_knife: 94 - Browser user agent parser. - * [:earth_americas: sqlparse](https://sqlparse.readthedocs.org/) - A non-validating SQL parser. - -## Specific Formats Processing - -*Libraries for parsing and manipulating specific text formats.* - -* General - * [:octocat: tablib](https://github.com/kennethreitz/tablib) - :star: 2231 :fork_and_knife: 327 - A module for Tabular Datasets in XLS, CSV, JSON, YAML. -* Office - * [:octocat: Marmir](https://github.com/brianray/mm) - :star: 123 :fork_and_knife: 16 - Takes Python data structures and turns them into spreadsheets. - * [:earth_americas: openpyxl](https://openpyxl.readthedocs.org/en/latest/) - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files. - * [:octocat: python-docx](https://github.com/python-openxml/python-docx) - :star: 663 :fork_and_knife: 262 - Reads, queries and modifies Microsoft Word 2007/2008 docx files. - * [:octocat: unoconv](https://github.com/dagwieers/unoconv) - :star: 848 :fork_and_knife: 235 - Convert between any document format supported by LibreOffice/OpenOffice. - * [:earth_americas: XlsxWriter](https://xlsxwriter.readthedocs.org/) - 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: 581 :fork_and_knife: 199 - Writing and reading data and formatting information from Excel files. -* PDF - * [:octocat: PDFMiner](https://github.com/euske/pdfminer) - :star: 1829 :fork_and_knife: 510 - A tool for extracting information from PDF documents. - * [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - :star: 1162 :fork_and_knife: 363 - 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: 791 :fork_and_knife: 76 - Fastest and full featured pure Python parsers of Markdown. - * [:octocat: Python-Markdown](https://github.com/waylan/Python-Markdown) - :star: 974 :fork_and_knife: 270 - 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/onyxfish/csvkit) - :star: 2420 :fork_and_knife: 349 - Utilities for converting to and working with CSV. -* Archive - * [:octocat: unp](https://github.com/mitsuhiko/unp) - :star: 247 :fork_and_knife: 21 - A command line tool that can unpack archives easily. - -## Natural Language Processing - -*Libraries for working with human languages.* - -* [:earth_americas: NLTK](http://www.nltk.org/) - A leading platform for building Python programs to work with human language data. -* [:octocat: jieba](https://github.com/fxsjy/jieba) - :star: 6878 :fork_and_knife: 2154 - Chinese Words Segmentation Utilities. -* [:octocat: langid.py](https://github.com/saffsd/langid.py) - :star: 671 :fork_and_knife: 124 - Stand-alone language identification system. -* [: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: 1629 :fork_and_knife: 463 - A library for processing Chinese text. -* [:earth_americas: TextBlob](http://textblob.readthedocs.org/) - Providing a consistent API for diving into common NLP tasks. - -## Documentation - -*Libraries for generating project documentation.* - -* [:earth_americas: Sphinx](http://sphinx-doc.org/) - Python Documentation generator. - * [:octocat: awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc) - :star: 207 :fork_and_knife: 19 -* [:earth_americas: MkDocs](http://www.mkdocs.org/) - Markdown friendly documentation generator. -* [:octocat: pdoc](https://github.com/BurntSushi/pdoc) - :star: 270 :fork_and_knife: 46 - Epydoc replacement to auto generate API documentation for Python libraries. -* [:earth_americas: Pycco](http://fitzgen.github.io/pycco/) - The literate-programming-style documentation generator. - -## Configuration - -*Libraries for storing configuration options.* - -* [:earth_americas: config](http://www.red-dove.com/config-doc/) - Hierarchical config from the author of [logging](https://docs.python.org/2/library/logging.html). -* [:earth_americas: ConfigObj](http://www.voidspace.org.uk/python/configobj.html) - INI file parser with validation. -* [:earth_americas: ConfigParser](https://docs.python.org/2/library/configparser.html) - (Python standard library) INI file parser. -* [:earth_americas: profig](http://profig.readthedocs.org/) - Config from multiple formats with value conversion. - -## Command-line Tools - -*Libraries for building command-line application.* - -* Command-line Application Development - * [:earth_americas: cement](http://builtoncement.com/) - Providing a light-weight and fully featured foundation to build anything from single file scripts to complex and intricately designed applications. - * [:earth_americas: click](http://click.pocoo.org/) - 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. - * [:earth_americas: Clime](http://clime.mosky.tw) – Clime lets you convert any module into a multi-command CLI program without any configuration. - * [:octocat: clint](https://github.com/kennethreitz/clint) - :star: 2126 :fork_and_knife: 202 - 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: 4382 :fork_and_knife: 233 - Turn command line programs into a full GUI application with one line - * [:earth_americas: pyCLI](https://pythonhosted.org/pyCLI/) - Command-line applications supporting standard command line parsing, logging, unit and functional testing. - * [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - :star: 3173 :fork_and_knife: 193 - A Library for building powerful interactive command lines. -* Productivity Tools - * [:octocat: bashplotlib](https://github.com/glamp/bashplotlib) - :star: 658 :fork_and_knife: 50 - Making basic plots in the terminal. It's a quick way to visualize data without GUI. - * [:octocat: caniusepython3](https://github.com/brettcannon/caniusepython3) - :star: 258 :fork_and_knife: 33 - Determine what projects are blocking you from porting to Python 3. - * [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - :star: 4195 :fork_and_knife: 502 - A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. - * [:octocat: doitlive](https://github.com/sloria/doitlive) - :star: 764 :fork_and_knife: 22 - A tool for live presentations in the terminal. - * [:octocat: httpie](https://github.com/jakubroztocil/httpie) - :star: 27296 :fork_and_knife: 1754 - A command line HTTP client, a user-friendly cURL replacement. - * [:octocat: PathPicker](https://github.com/facebook/PathPicker) - :star: 3105 :fork_and_knife: 193 - Select files out of bash output. - * [:octocat: percol](https://github.com/mooz/percol) - :star: 2204 :fork_and_knife: 101 - Adds flavor of interactive selection to the traditional pipe concept on UNIX. - * [:earth_americas: RainbowStream](http://www.rainbowstream.org/) - Smart and nice Twitter client on terminal. - * [:octocat: thefuck](https://github.com/nvbn/thefuck) - :star: 23050 :fork_and_knife: 1104 - Correcting your previous console command. - -## Downloader - -*Libraries for downloading.* - -* [:octocat: coursera](https://github.com/coursera-dl/coursera) - :star: 4623 :fork_and_knife: 1283 - Script for downloading Coursera.org videos and naming them. -* [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - :star: 2073 :fork_and_knife: 622 - A command line tool for managing Amazon S3 and CloudFront. -* [:octocat: s4cmd](https://github.com/bloomreach/s4cmd) - :star: 526 :fork_and_knife: 103 - Super S3 command line tool, good for higher performance. -* [:octocat: subliminal](https://github.com/Diaoul/subliminal) - :star: 1128 :fork_and_knife: 212 - Library and command line tool to search and download subtitles. -* [:octocat: WikiTeam](https://github.com/WikiTeam/wikiteam) - :star: 131 :fork_and_knife: 47 - Tools for downloading and preserving wikis. -* [:earth_americas: you-get](http://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. - -## Imagery - -*Libraries for manipulating images.* - -* [:earth_americas: pillow](http://pillow.readthedocs.org/) - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork. -* [:octocat: hmap](https://github.com/rossgoodwin/hmap) - :star: 127 :fork_and_knife: 9 - Image histogram remapping. -* [:earth_americas: imgSeek](http://www.imgseek.net/) - A project for searching a collection of images using visual similarity. -* [:octocat: nude.py](https://github.com/hhatto/nude.py) - :star: 418 :fork_and_knife: 68 - Nudity detection. -* [:earth_americas: pyBarcode](https://pythonhosted.org/pyBarcode/) - Create barcodes in Python without needing PIL. -* [:octocat: pygram](https://github.com/ajkumar25/pygram) - :star: 50 :fork_and_knife: 10 - Instagram-like image filters. -* [:octocat: python-qrcode](https://github.com/lincolnloop/python-qrcode) - :star: 1008 :fork_and_knife: 227 - A pure Python QR Code generator. -* [:octocat: Quads](https://github.com/fogleman/Quads) - :star: 598 :fork_and_knife: 53 - 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: 4375 :fork_and_knife: 442 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. -* [:octocat: wand](https://github.com/dahlia/wand) - :star: 632 :fork_and_knife: 138 - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick. - -## OCR - -*Libraries for Optical Character Recognition.* - -* [:octocat: pyocr](https://github.com/jflesch/pyocr) - :star: 412 :fork_and_knife: 80 - A wrapper for Tesseract and Cuneiform. -* [:octocat: pytesseract](https://github.com/madmaze/pytesseract) - :star: 585 :fork_and_knife: 121 - Another wrapper for Google Tesseract OCR. -* [:earth_americas: python-tesseract](https://code.google.com/p/python-tesseract) - A wrapper class for [Google Tesseract OCR](https://code.google.com/p/tesseract-ocr/). - -## Audio - -*Libraries for manipulating audio.* - -* [:octocat: audiolazy](https://github.com/danilobellini/audiolazy) - :star: 249 :fork_and_knife: 34 - Expressive Digital Signal Processing (DSP) package for Python. -* [:octocat: audioread](https://github.com/sampsyo/audioread) - :star: 123 :fork_and_knife: 40 - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. -* [:earth_americas: beets](http://beets.radbox.org/) - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger. -* [:octocat: dejavu](https://github.com/worldveil/dejavu) - :star: 2724 :fork_and_knife: 504 - Audio fingerprinting and recognition. -* [:octocat: django-elastic-transcoder](https://github.com/StreetVoice/django-elastic-transcoder) - :star: 35 :fork_and_knife: 17 - 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: 221 :fork_and_knife: 93 - A module for parsing m3u8 file. -* [:earth_americas: mutagen](https://bitbucket.org/lazka/mutagen) - A Python module to handle audio metadata. -* [:octocat: pydub](https://github.com/jiaaro/pydub) - :star: 1626 :fork_and_knife: 173 - Manipulate audio with a simple and easy high level interface. -* [:octocat: pyechonest](https://github.com/echonest/pyechonest) - :star: 587 :fork_and_knife: 1111 - Python client for the [Echo Nest](http://developer.echonest.com/docs/) API. -* [:earth_americas: talkbox](http://scikits.appspot.com/talkbox) - A Python library for speech/signal processing. -* [:octocat: TimeSide](https://github.com/yomguy/TimeSide) - :star: 6 :fork_and_knife: 0 - Open web audio processing framework. -* [:octocat: tinytag](https://github.com/devsnd/tinytag) - :star: 210 :fork_and_knife: 28 - A library for reading music meta data of MP3, OGG, FLAC and Wave files. - -## 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: 47 :fork_and_knife: 6 - Video processing routines for SciPy. -* [:earth_americas: shorten.tv](http://www.shorten.tv/) - Video summarization. - -## Geolocation - -*Libraries for geocoding addresses and working with latitudes and longitudes.* - -* [: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: 144 :fork_and_knife: 37 - Python API for MaxMind GeoIP Legacy Database. -* [:octocat: geojson](https://github.com/frewsxcv/python-geojson) - :star: 234 :fork_and_knife: 34 - Python bindings and utilities for GeoJSON. -* [:octocat: geopy](https://github.com/geopy/geopy) - :star: 1311 :fork_and_knife: 312 - Python Geocoding Toolbox. -* [:octocat: pygeoip](https://github.com/appliedsec/pygeoip) - :star: 436 :fork_and_knife: 95 - Pure Python GeoIP API. -* [:octocat: django-countries](https://github.com/SmileyChris/django-countries) - :star: 310 :fork_and_knife: 96 - A Django app that provides country choices for use with forms, flag icons static files, and a country field for models. - -## HTTP - -*Libraries for working with HTTP.* - -* [:earth_americas: requests](http://docs.python-requests.org/) - HTTP Requests for Humans™. -* [:octocat: grequests](https://github.com/kennethreitz/grequests) - :star: 1742 :fork_and_knife: 199 - requests + gevent for asynchronous HTTP requests. -* [:octocat: httplib2](https://github.com/jcgregorio/httplib2) - :star: 372 :fork_and_knife: 206 - Comprehensive HTTP client library. -* [:octocat: treq](https://github.com/dreid/treq) - :star: 316 :fork_and_knife: 84 - Python requests like API built on top of Twisted's HTTP client. -* [:octocat: urllib3](https://github.com/shazow/urllib3) - :star: 1179 :fork_and_knife: 398 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. - -## Database - -*Databases implemented in Python.* - -* [:earth_americas: pickleDB](https://pythonhosted.org/pickleDB/) - A simple and lightweight key-value store for Python. -* [:earth_americas: PipelineDB](http://www.pipelinedb.com/) - The Streaming SQL Database. -* [:octocat: TinyDB](https://github.com/msiemens/tinydb) - :star: 1343 :fork_and_knife: 101 - A tiny, document-oriented database. -* [:earth_americas: ZODB](http://www.zodb.org/) - A native object database for Python. A key-value and object graph database. - -## Database Drivers - -*Libraries for connecting and operating databases.* - -* Relational Databases - * [:earth_americas: apsw](http://rogerbinns.github.io/apsw/) - Another Python SQLite wrapper. - * [:octocat: dataset](https://github.com/pudo/dataset) - :star: 2552 :fork_and_knife: 151 - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL. - * [:earth_americas: mysql-connector-python](https://pypi.python.org/pypi/mysql-connector-python) - A pure Python MySQL driver from Oracle. - * [:earth_americas: mysql-python](http://sourceforge.net/projects/mysql-python/) - The MySQL database connector for Python. - * [:octocat: mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - :star: 481 :fork_and_knife: 72 - 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. - * [:earth_americas: psycopg2](http://initd.org/psycopg/) - The most popular PostgreSQL adapter for Python. - * [:octocat: PyMySQL](https://github.com/PyMySQL/PyMySQL) - :star: 2249 :fork_and_knife: 511 - Pure Python MySQL driver compatible to mysql-python. - * [:octocat: queries](https://github.com/gmr/queries) - :star: 157 :fork_and_knife: 13 - A wrapper of the psycopg2 library for interacting with PostgreSQL. - * [:earth_americas: txpostgres](http://txpostgres.readthedocs.org/) - Twisted based asynchronous driver for PostgreSQL. -* NoSQL Databases - * [:octocat: cassandra-python-driver](https://github.com/datastax/python-driver) - :star: 613 :fork_and_knife: 275 - Python driver for Cassandra. - * [:earth_americas: HappyBase](http://happybase.readthedocs.org/) - A developer-friendly library for Apache HBase. - * [:earth_americas: Plyvel](https://plyvel.readthedocs.org/) - A fast and feature-rich Python interface to LevelDB. - * [:earth_americas: py2neo](http://book.py2neo.org/) - Python wrapper client for Neo4j's restful interface. - * [:octocat: pycassa](https://github.com/pycassa/pycassa) - :star: 492 :fork_and_knife: 144 - Python Thrift driver for Cassandra. - * [:earth_americas: PyMongo](http://docs.mongodb.org/ecosystem/drivers/python/) - The official Python client for MongoDB. - * [:octocat: redis-py](https://github.com/andymccurdy/redis-py) - :star: 4654 :fork_and_knife: 1174 - The Redis Python Client. - * [:octocat: telephus](https://github.com/driftx/Telephus) - :star: 92 :fork_and_knife: 33 - Twisted based client for Cassandra. - * [:octocat: txRedis](https://github.com/deldotdr/txRedis) - :star: 116 :fork_and_knife: 34 - Twisted based client for Redis. - -## ORM - -*Libraries that implement Object-Relational Mapping or data mapping techniques.* - -* Relational Databases - * [:earth_americas: Django Models](https://docs.djangoproject.com/en/dev/topics/db/models/) - A part of Django. - * [:earth_americas: SQLAlchemy](http://www.sqlalchemy.org/) - The Python SQL Toolkit and Object Relational Mapper. - * [:octocat: awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) - :star: 1250 :fork_and_knife: 82 - * [:octocat: peewee](https://github.com/coleifer/peewee) - :star: 3397 :fork_and_knife: 633 - A small, expressive ORM. - * [:earth_americas: PonyORM](http://ponyorm.com) - ORM that provides a generator-oriented interface to SQL. -* NoSQL Databases - * [:octocat: django-mongodb-engine](https://github.com/django-nonrel/mongodb-engine) - :star: 684 :fork_and_knife: 195 - Django MongoDB Backend. - * [:octocat: PynamoDB](https://github.com/jlafon/PynamoDB) - :star: 295 :fork_and_knife: 79 - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). - * [:octocat: flywheel](https://github.com/mathcamp/flywheel) - :star: 82 :fork_and_knife: 14 - Object mapper for Amazon DynamoDB. - * [:earth_americas: MongoEngine](http://mongoengine.org/) - A Python Object-Document-Mapper for working with MongoDB. - * [:octocat: hot-redis](https://github.com/stephenmcd/hot-redis) - :star: 198 :fork_and_knife: 15 - Rich Python data types for Redis. - * [:octocat: redisco](https://github.com/kiddouk/redisco) - :star: 335 :fork_and_knife: 64 - A Python Library for Simple Models and Containers Persisted in Redis. -* Others - * [:octocat: butterdb](https://github.com/Widdershin/butterdb) - :star: 316 :fork_and_knife: 14 - A Python ORM for Google Drive Spreadsheets. - -## Web Frameworks - -*Full stack web frameworks.* - -* [:earth_americas: Django](https://www.djangoproject.com/) - The most popular web framework in Python. - * [:octocat: awesome-django](https://github.com/rosarior/awesome-django) - :star: 4706 :fork_and_knife: 847 -* [:earth_americas: Flask](http://flask.pocoo.org/) - A microframework for Python. - * [:octocat: awesome-flask](https://github.com/humiaozuzu/awesome-flask) - :star: 3317 :fork_and_knife: 535 -* [:earth_americas: Pyramid](http://www.pylonsproject.org/) - A small, fast, down-to-earth, open source Python web framework. - * [:octocat: awesome-pyramid](https://github.com/ITCase/awesome-pyramid) - :star: 312 :fork_and_knife: 36 -* [:earth_americas: Bluebream](http://bluebream.zope.org/) - An open-source web application server, framework and library, formerly known as Zope 3. -* [:earth_americas: Bottle](http://bottlepy.org/) - 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: Grok](http://grok.zope.org/) - A framework built on the existing Zope 3 libraries. -* [:octocat: guava](https://github.com/flatpeach/guava) - :star: 136 :fork_and_knife: 9 - A lightweight and high performance web framework for Python written in C. -* [:earth_americas: TurboGears](http://www.turbogears.org/) - The Web Framework that starts as a microframework and scales up to a full stack solution. -* [:earth_americas: web.py](http://webpy.org/) - A web framework for Python that is as simple as it is powerful. -* [:earth_americas: web2py](http://www.web2py.com) - A full stack web framework and platform focused in the ease of use. - -## Permissions - -*Libraries that allow or deny users access to data or functionality.* - -* [:earth_americas: Carteblanche](http://www.github.com/neuman/python-carteblanche/) - Module to align code with thoughts of users and designers. Also magically handles navigation and permissions. -* [:octocat: django-guardian](https://github.com/lukaszb/django-guardian) - :star: 1314 :fork_and_knife: 342 - Implementation of per object permissions for Django 1.2+ -* [:octocat: django-rules](https://github.com/dfunckt/django-rules) - :star: 370 :fork_and_knife: 28 - A tiny but powerful app providing object-level permissions to Django, without requiring a database. - -## CMS - -*Content Management Systems.* - -* [:earth_americas: django-cms](https://www.django-cms.org/en/) - An Open source enterprise CMS based on the Django. -* [:earth_americas: djedi-cms](http://djedi-cms.org/) - A lightweight but yet powerful Django CMS with plugins, inline editing and performance in mind. -* [:earth_americas: FeinCMS](http://www.feincms.org/) - One of the most advanced Content Management Systems built on Django. -* [:earth_americas: Kotte](http://kotti.pylonsproject.org/) - A high-level, Pythonic web application framework built on Pyramid. -* [:earth_americas: Mezzanine](http://mezzanine.jupo.org/) - A powerful, consistent, and flexible content management platform. -* [:earth_americas: Opps](http://oppsproject.org/) - A Django-based CMS for magazines, newspapers websites and portals with high-traffic. -* [:earth_americas: Plone](http://plone.org/) - A CMS built on top of the open source application server Zope. -* [:earth_americas: Quokka](http://quokkaproject.org/) - Flexible, extensible, small CMS powered by Flask and MongoDB. -* [:earth_americas: Wagtail](http://wagtail.io/) - A Django content management system. -* [:earth_americas: Widgy](http://wid.gy/) - Last CMS framework, based on Django. - -## E-commerce - -*Frameworks and libraries for e-commerce and payments.* - -* [:earth_americas: django-oscar](http://oscarcommerce.com/) - An open-source e-commerce framework for Django. -* [:earth_americas: django-shop](https://www.django-cms.org/) - A Django based shop system. -* [:octocat: Cartridge](https://github.com/stephenmcd/cartridge) - :star: 502 :fork_and_knife: 236 - A shopping cart app built using the Mezzanine. -* [:earth_americas: shoop](https://www.shoop.io/) - An open source E-Commerce platform based on Django. -* [:octocat: alipay](https://github.com/lxneng/alipay) - :star: 178 :fork_and_knife: 53 - Unofficial Alipay API for Python. -* [:octocat: merchant](https://github.com/agiliq/merchant) - :star: 850 :fork_and_knife: 150 - A Django app to accept payments from various payment processors. -* [:octocat: money](https://github.com/carlospalol/money) - :star: 84 :fork_and_knife: 9 - 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: 28 :fork_and_knife: 1 - Display money format and its filthy currencies. - -## RESTful API - -*Libraries for developing RESTful APIs.* - -* [:earth_americas: django-rest-framework](http://www.django-rest-framework.org/) - A powerful and flexible toolkit that makes it easy to build Web APIs. -* [:earth_americas: django-tastypie](http://tastypieapi.org/) - Creating delicious APIs for Django apps. -* [:octocat: django-formapi](https://github.com/5monkeys/django-formapi) - :star: 25 :fork_and_knife: 13 - Create JSON APIs with HMAC authentication and Django form-validation. -* [:earth_americas: flask-api](http://www.flaskapi.org/) - Browsable Web APIs for Flask. -* [:earth_americas: flask-restful](http://flask-restful.readthedocs.org/) - An extension for Flask that adds support for quickly building REST APIs. -* [:earth_americas: flask-restless](https://flask-restless.readthedocs.org/en/latest/) - Generating RESTful APIs for database models defined with SQLAlchemy. -* [:octocat: flask-api-utils](https://github.com/marselester/flask-api-utils) - :star: 29 :fork_and_knife: 3 - Flask extension that takes care of API representation and authentication. -* [:earth_americas: falcon](http://falconframework.org/) - A high-performance Python framework for building cloud APIs and web app backends. -* [:octocat: eve](https://github.com/nicolaiarocci/eve) - :star: 3641 :fork_and_knife: 483 - REST API framework powered by Flask, MongoDB and good intentions. -* [:octocat: sandman](https://github.com/jeffknupp/sandman) - :star: 2262 :fork_and_knife: 180 - Automated REST APIs for existing database-driven systems. -* [:earth_americas: restless](http://restless.readthedocs.org/en/latest/) - Framework agnostic REST framework based on lessons learned from TastyPie. -* [:octocat: savory-pie](https://github.com/RueLaLa/savory-pie/) - :star: 8 :fork_and_knife: 7 - REST API building library (Django, and others) -* [:octocat: ripozo](https://github.com/vertical-knowledge/ripozo) - :star: 172 :fork_and_knife: 22 - Quickly creating REST/HATEOAS/Hypermedia APIs with extensions for Flask and Django. -* [:earth_americas: cornice](https://cornice.readthedocs.org/) - A REST framework for Pyramid. - -## Authentication - -*Libraries for implementing authentications schemes.* - -* OAuth - * [:earth_americas: Authomatic](http://peterhudec.github.io/authomatic/) - Simple but powerful framework agnostic authentication/authorization client. - * [:octocat: django-allauth](https://github.com/pennersr/django-allauth) - :star: 2709 :fork_and_knife: 1001 - Authentication app for Django that "just works." - * [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - :star: 890 :fork_and_knife: 272 - OAuth2 goodies for the Djangonauts. - * [:octocat: django-oauth2-provider](https://github.com/caffeinehit/django-oauth2-provider) - :star: 301 :fork_and_knife: 251 - Providing OAuth2 access to Django app. - * [:octocat: Flask-OAuthlib](https://github.com/lepture/flask-oauthlib) - :star: 845 :fork_and_knife: 245 - OAuth 1.0/a, 2.0 implementation of client and provider for Flask. - * [:octocat: OAuthLib](https://github.com/idan/oauthlib) - :star: 1273 :fork_and_knife: 280 - A generic and thorough implementation of the OAuth request-signing logic. - * [:octocat: python-oauth2](https://github.com/simplegeo/python-oauth2) - :star: 2518 :fork_and_knife: 977 - A fully tested, abstract interface to creating OAuth clients and servers. - * [:octocat: python-social-auth](https://github.com/omab/python-social-auth) - :star: 2573 :fork_and_knife: 1141 - An easy-to-setup social authentication mechanism. - * [:octocat: rauth](https://github.com/litl/rauth) - :star: 1459 :fork_and_knife: 152 - A Python library for OAuth 1.0/a, 2.0, and Ofly. - * [:octocat: sanction](https://github.com/demianbrecht/sanction) - :star: 162 :fork_and_knife: 38 - A dead simple OAuth2 client implementation. -* Others - * [:octocat: jose](https://github.com/demonware/jose) - :star: 57 :fork_and_knife: 20 - JavaScript Object Signing and Encryption draft implementation. - * [:octocat: PyJWT](https://github.com/progrium/pyjwt) - :star: 1046 :fork_and_knife: 148 - Implementation of the JSON Web Token draft 01. - * [:octocat: python-jws](https://github.com/brianloveswords/python-jws) - :star: 48 :fork_and_knife: 18 - Implementation of JSON Web Signatures draft 02. - * [:octocat: python-jwt](https://github.com/davedoesdev/python-jwt) - :star: 113 :fork_and_knife: 12 - Module for generating and verifying JSON Web Tokens. - -## Template Engine - -*Libraries and tools for templating and lexing.* - -* [:octocat: Jinja2](https://github.com/mitsuhiko/jinja2) - :star: 3800 :fork_and_knife: 748 - A modern and designer friendly templating language. -* [:earth_americas: Chameleon](https://chameleon.readthedocs.org/) - An HTML/XML template engine. Modeled after ZPT, optimized for speed. -* [:earth_americas: Genshi](http://genshi.edgewall.org/) - Python templating toolkit for generation of web-aware output. -* [:earth_americas: Mako](http://www.makotemplates.org/) - Hyperfast and lightweight templating for the Python platform. -* [:earth_americas: Spitfire](https://code.google.com/p/spitfire/) - A very fast Python template compiler. - -## 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: 1083 :fork_and_knife: 114 - Little multi-threaded task queue. -* [:octocat: mrq](https://github.com/pricingassistant/mrq) - :star: 476 :fork_and_knife: 42 - 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: 109 :fork_and_knife: 10 - A simple, infinitely scalable, Amazon SQS based queue. - -## Search - -*Libraries and software for indexing and performing search queries on data.* - -* [:octocat: django-haystack](https://github.com/toastdriven/django-haystack) - :star: 2091 :fork_and_knife: 945 - Modular search for Django. -* [:earth_americas: elasticsearch-py](http://www.elasticsearch.org/guide/en/elasticsearch/client/python-api/current/) - The official low-level Python client for [Elasticsearch](https://www.elastic.co/products/elasticsearch). -* [:octocat: elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - :star: 1046 :fork_and_knife: 250 - The official high-level Python client for Elasticsearch. -* [:earth_americas: solrpy](https://code.google.com/p/solrpy/) - A Python client for [solr](http://lucene.apache.org/solr/). -* [:earth_americas: Whoosh](http://whoosh.readthedocs.org/) - A fast, pure Python search engine library. - -## News Feed - -*Libraries for building user's activities.* - -* [:octocat: django-activity-stream](https://github.com/justquick/django-activity-stream) - :star: 1114 :fork_and_knife: 331 - Generate generic activity streams from the actions on your site. -* [:octocat: Feedly](https://github.com/tschellenbach/Feedly) - :star: 2655 :fork_and_knife: 324 - A library to build newsfeed and notification systems using Cassandra and Redis. - -## Asset Management - -*Tools for managing, compressing and minifying website assets.* - -* [:octocat: django-compressor](https://github.com/django-compressor/django-compressor) - :star: 1788 :fork_and_knife: 492 - Compresses linked and inline JavaScript or CSS into a single cached file. -* [:earth_americas: django-storages](http://code.larlet.fr/django-storages/) - A collection of custom storage back ends for Django. -* [:earth_americas: fanstatic](http://www.fanstatic.org/) - Packages, optimizes, and serves static file dependencies as Python packages. -* [:earth_americas: File Conveyor](http://fileconveyor.org/) - A daemon to detect and sync files to CDNs, S3 and FTP. -* [:earth_americas: Flask-Assets](http://flask-assets.readthedocs.org/) - Helps you integrate webassets into your Flask app. -* [:earth_americas: glue](http://gluecss.com) - Glue is a simple command line tool to generate CSS sprites. -* [:octocat: jinja-assets-compressor](https://github.com/jaysonsantos/jinja-assets-compressor) - :star: 60 :fork_and_knife: 9 - A Jinja extension to compile and compress your assets. -* [:earth_americas: webassets](http://webassets.readthedocs.org/) - Bundles, optimizes, and manages unique cache-busting URLs for static resources. - -## Caching - -*Libraries for caching data.* - -* [:earth_americas: Beaker](http://beaker.readthedocs.org/) - A library for caching and sessions for use with web applications and stand-alone Python scripts and applications. -* [:octocat: django-cache-machine](https://github.com/jbalogh/django-cache-machine) - :star: 651 :fork_and_knife: 130 - Automatic caching and invalidation for Django models. -* [:octocat: django-cacheops](https://github.com/Suor/django-cacheops) - :star: 613 :fork_and_knife: 102 - A slick ORM cache with automatic granular event-driven invalidation. -* [:octocat: django-viewlet](https://github.com/5monkeys/django-viewlet) - :star: 55 :fork_and_knife: 12 - Render template parts with extended cache control. -* [:earth_americas: dogpile.cache](http://dogpilecache.readthedocs.org/) - 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: 267 :fork_and_knife: 87 - A caching framework for django applications. -* [:octocat: pylibmc](https://github.com/lericson/pylibmc) - :star: 334 :fork_and_knife: 107 - A Python wrapper around the [libmemcached](http://libmemcached.org/libMemcached.html) interface. - -## Email - -*Libraries for sending and parsing email.* - -* [:octocat: django-celery-ses](https://github.com/StreetVoice/django-celery-ses) - :star: 19 :fork_and_knife: 4 - Django email back end with AWS SES and Celery. -* [:earth_americas: envelopes](http://tomekwojcik.github.io/envelopes/) - Mailing for human beings. -* [:octocat: flanker](https://github.com/mailgun/flanker) - :star: 998 :fork_and_knife: 102 - A email address and Mime parsing library. -* [:octocat: imbox](https://github.com/martinrusev/imbox) - :star: 661 :fork_and_knife: 92 - Python IMAP for Humans. -* [:octocat: inbox.py](https://github.com/kennethreitz/inbox.py) - :star: 1276 :fork_and_knife: 87 - Python SMTP Server for Humans. -* [:octocat: inbox](https://github.com/inboxapp/inbox) - :star: 3223 :fork_and_knife: 328 - The open source email toolkit. -* [:octocat: lamson](https://github.com/zedshaw/lamson) - :star: 578 :fork_and_knife: 165 - Pythonic SMTP Application Server. -* [:octocat: mailjet](https://github.com/WoLpH/mailjet) - :star: 17 :fork_and_knife: 13 - Mailjet API implementation for batch mailing, statistics and more. -* [:octocat: marrow.mailer](https://github.com/marrow/marrow.mailer) - :star: 122 :fork_and_knife: 29 - High-performance extensible mail delivery framework. -* [:octocat: modoboa](https://github.com/tonioo/modoboa) - :star: 662 :fork_and_knife: 94 - A mail hosting and management platform including a modern and simplified Web UI. -* [:earth_americas: pyzmail](http://www.magiksys.net/pyzmail/) - Compose, send and parse emails. -* [:octocat: Talon](https://github.com/mailgun/talon) - :star: 606 :fork_and_knife: 94 - Mailgun library to extract message quotations and signatures. - -## Internationalization - -*Libraries for working with i18n.* - -* [:earth_americas: Babel](http://babel.pocoo.org/) - An internationalization library for Python. -* [:earth_americas: Korean](https://korean.readthedocs.org/) - A library for [Korean](http://en.wikipedia.org/wiki/Korean_language) morphology. - -## URL Manipulation - -*Libraries for parsing URLs.* - -* [:octocat: furl](https://github.com/gruns/furl) - :star: 1018 :fork_and_knife: 67 - A small Python library that makes manipulating URLs simple. -* [:octocat: purl](https://github.com/codeinthehole/purl) - :star: 178 :fork_and_knife: 21 - A simple, immutable URL class with a clean API for interrogation and manipulation. -* [:octocat: pyshorteners](https://github.com/ellisonleao/pyshorteners) - :star: 142 :fork_and_knife: 21 - A pure Python URL shortening lib. -* [:octocat: short_url](https://github.com/Alir3z4/python-short_url) - :star: 62 :fork_and_knife: 13 - Python implementation for generating Tiny URL and bit.ly-like URLs. -* [:octocat: webargs](https://github.com/sloria/webargs) - :star: 386 :fork_and_knife: 52 - A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, and Pyramid. - -## HTML Manipulation - -*Libraries for working with HTML and XML.* - -* [:earth_americas: BeautifulSoup](http://www.crummy.com/software/BeautifulSoup/bs4/doc/) - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML. -* [:earth_americas: bleach](http://bleach.readthedocs.org/) - 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: 550 :fork_and_knife: 118 - 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/mitsuhiko/markupsafe) - :star: 142 :fork_and_knife: 50 - Implements a XML/HTML/XHTML Markup safe string for Python. -* [:octocat: pyquery](https://github.com/gawel/pyquery) - :star: 1072 :fork_and_knife: 102 - A jQuery-like library for parsing HTML. -* [:octocat: untangle](https://github.com/stchris/untangle) - :star: 209 :fork_and_knife: 27 - Converts XML documents to Python objects for easy access. -* [:octocat: xhtml2pdf](https://github.com/chrisglass/xhtml2pdf) - :star: 1166 :fork_and_knife: 419 - HTML/CSS to PDF converter. -* [:octocat: xmltodict](https://github.com/martinblech/xmltodict) - :star: 2239 :fork_and_knife: 218 - Working with XML feel like you are working with JSON. - -## Web Crawling - -*Libraries for scraping websites.* - -* [:earth_americas: Scrapy](http://scrapy.org/) - A fast high-level screen scraping and web crawling framework. -* [:octocat: cola](https://github.com/chineking/cola) - :star: 1037 :fork_and_knife: 480 - A distributed crawling framework. -* [:octocat: Demiurge](https://github.com/matiasb/demiurge) - :star: 47 :fork_and_knife: 6 - 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: 1473 :fork_and_knife: 79 - A Python library for automating interaction with websites. -* [:octocat: portia](https://github.com/scrapinghub/portia) - :star: 4681 :fork_and_knife: 697 - Visual scraping for Scrapy. -* [:octocat: pyspider](https://github.com/binux/pyspider) - :star: 8011 :fork_and_knife: 2109 - A powerful spider system. -* [:octocat: RoboBrowser](https://github.com/jmcarp/robobrowser) - :star: 2642 :fork_and_knife: 188 - A simple, Pythonic library for browsing the web without a standalone web browser. - -## Web Content Extracting - -*Libraries for extracting web contents.* - -* [:octocat: Haul](https://github.com/vinta/Haul) - :star: 78 :fork_and_knife: 20 - An Extensible Image Crawler. -* [:octocat: html2text](https://github.com/Alir3z4/html2text) - :star: 314 :fork_and_knife: 65 - Convert HTML to Markdown-formatted text. -* [:octocat: lassie](https://github.com/michaelhelmick/lassie) - :star: 322 :fork_and_knife: 20 - Web Content Retrieval for Humans. -* [:octocat: micawber](https://github.com/coleifer/micawber) - :star: 329 :fork_and_knife: 45 - A small library for extracting rich content from URLs. -* [:octocat: newspaper](https://github.com/codelucas/newspaper) - :star: 3847 :fork_and_knife: 571 - News extraction, article extraction and content curation in Python. -* [:octocat: opengraph](https://github.com/erikriver/opengraph) - :star: 82 :fork_and_knife: 46 - A Python module to parse the Open Graph Protocol -* [:octocat: python-goose](https://github.com/grangier/python-goose) - :star: 2231 :fork_and_knife: 543 - HTML Content/Article Extractor. -* [:octocat: python-readability](https://github.com/buriy/python-readability) - :star: 1080 :fork_and_knife: 208 - Fast Python port of arc90's readability tool. -* [:octocat: sanitize](https://github.com/Alir3z4/sanitize) - :star: 29 :fork_and_knife: 2 - Bringing sanity to world of messed-up data. -* [:octocat: sumy](https://github.com/miso-belica/sumy) - :star: 753 :fork_and_knife: 152 - A module for automatic summarization of text documents and HTML pages. -* [:octocat: textract](https://github.com/deanmalmgren/textract) - :star: 1797 :fork_and_knife: 171 - Extract text from any document, Word, PowerPoint, PDFs, etc. +* [:earth_americas: cffi](https://pypi.python.org/pypi/cffi) - Foreign Function Interface for Python calling C code. +* [:earth_americas: ctypes](https://docs.python.org/2/library/ctypes.html) - (Python standard library) Foreign Function Interface for Python calling C code. +* [:earth_americas: PyCUDA](https://mathema.tician.de/software/pycuda/) - A Python wrapper for Nvidia's CUDA API. +* [:earth_americas: SWIG](http://www.swig.org/Doc1.3/Python.html) - Simplified Wrapper and Interface Generator. ## Forms *Libraries for working with forms.* -* [:earth_americas: Deform](http://deform.readthedocs.org/) - Python HTML form generation library influenced by the formish form generation library. +* [:octocat: Deform](https://github.com/Pylons/deform) - :star: 246 :fork_and_knife: 124 - Python HTML form generation library influenced by the formish form generation library. * [:octocat: django-bootstrap3](https://github.com/dyve/django-bootstrap3) - :star: 1595 :fork_and_knife: 536 - Bootstrap 3 integration with Django. -* [:earth_americas: django-crispy-forms](http://django-crispy-forms.readthedocs.org/) - A Django app which lets you create beautiful forms in a very elegant and DRY way. +* [:octocat: django-crispy-forms](https://github.com/maraujop/django-crispy-forms) - :star: 2616 :fork_and_knife: 469 - 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: 151 :fork_and_knife: 79 - A platform independent Django form serializer. -* [:earth_americas: WTForms-JSON](http://wtforms-json.readthedocs.org/) - A WTForms extension for JSON data handling. -* [:earth_americas: WTForms](http://wtforms.readthedocs.org/) - A flexible forms validation and rendering library. +* [:octocat: WTForms](https://github.com/wtforms/wtforms) - :star: 615 :fork_and_knife: 192 - A flexible forms validation and rendering library. -## Data Validation +## Functional Programming -*Libraries for validating data. Used for forms in many cases.* +*Functional Programming with Python.* -* [:earth_americas: Cerberus](http://python-cerberus.org) - A mappings-validator with a variety of rules, normalization-features and simple customization that uses a pythonic schema-definition. -* [:earth_americas: colander](http://docs.pylonsproject.org/projects/colander/) - A system for validating and deserializing data obtained via XML, JSON, an HTML form post or any other equally simple data serialization. -* [:octocat: kmatch](https://github.com/ambitioninc/kmatch) - :star: 40 :fork_and_knife: 11 - A language for matching/validating/filtering Python dictionaries. -* [:octocat: schema](https://github.com/halst/schema) - :star: 953 :fork_and_knife: 88 - A library for validating Python data structures. -* [:octocat: Schematics](https://github.com/schematics/schematics) - :star: 1676 :fork_and_knife: 211 - Data Structure Validation. -* [:octocat: valideer](https://github.com/podio/valideer) - :star: 172 :fork_and_knife: 9 - Lightweight extensible data validation and adaptation library. -* [:octocat: voluptuous](https://github.com/alecthomas/voluptuous) - :star: 710 :fork_and_knife: 108 - A Python data validation library. It is primarily intended for validating data coming into Python as JSON, YAML, etc. - -## Anti-spam - -*Libraries for fighting spam.* - -* [:octocat: django-simple-captcha](https://github.com/mbi/django-simple-captcha) - :star: 398 :fork_and_knife: 160 - 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: 10 :fork_and_knife: 2 - Simple spam blocker for Django. - -## Tagging - -*Libraries for tagging items.* - -* [:octocat: django-taggit](https://github.com/alex/django-taggit) - :star: 1559 :fork_and_knife: 419 - Simple tagging for Django. - -## Admin Panels - -*Libraries for administrative interfaces.* - -* [:octocat: Ajenti](https://github.com/Eugeny/ajenti) - :star: 214 :fork_and_knife: 44 - 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/django-xadmin) - :star: 1780 :fork_and_knife: 562 - Drop-in replacement of Django admin comes with lots of goodies. -* [:octocat: flask-admin](https://github.com/mrjoes/flask-admin) - :star: 72 :fork_and_knife: 35 - Simple and extensible administrative interface framework for Flask. -* [:octocat: flower](https://github.com/mher/flower) - :star: 2020 :fork_and_knife: 374 - 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: 749 :fork_and_knife: 67 - A Django app which creates automatic web UIs for Python scripts. - -## Static Site Generator - -*Static site generator is a software that takes some text + templates as input and produces HTML files on the output.* - -* [:earth_americas: Pelican](http://blog.getpelican.com/) - Uses Markdown or ReST for content and Jinja 2 for themes. Supports DVCS, Disqus. AGPL. -* [:earth_americas: Cactus](http://github.com/koenbok/Cactus/) – Static site generator for designers. -* [:earth_americas: Hyde](https://hyde.github.com/) - Jinja2-based static web site generator. -* [:earth_americas: Nikola](http://www.getnikola.com/) - A static website and blog generator. -* [:earth_americas: Tinkerer](http://tinkerer.me/) - Tinkerer is a blogging engine/.static website generator powered by Sphinx. - -## Processes - -*Libraries for starting and communicating with OS processes.* - -* [:octocat: envoy](https://github.com/kennethreitz/envoy) - :star: 1908 :fork_and_knife: 167 - Python [subprocess](https://docs.python.org/2/library/subprocess.html) for Humans™. -* [:earth_americas: sarge](http://sarge.readthedocs.org/) - Yet another wrapper for subprocess. -* [:octocat: sh](https://github.com/amoffat/sh) - :star: 3520 :fork_and_knife: 308 - A full-fledged subprocess replacement for Python. - -## Concurrency and Parallelism - -*Libraries for concurrent and parallel execution.* - -* [: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. -* [:earth_americas: eventlet](http://eventlet.net/) - Asynchronous framework with WSGI support. -* [:octocat: gevent](http://www.gevent.org/) - :star: 714 :fork_and_knife: 131 - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet). -* [:octocat: Tomorrow](https://github.com/madisonmay/Tomorrow) - :star: 1197 :fork_and_knife: 67 - Magic decorator syntax for asynchronous code. - -## 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. -* [:earth_americas: Tornado](http://www.tornadoweb.org/) - A Web framework and asynchronous networking library. -* [:earth_americas: Twisted](https://twistedmatrix.com/trac/) - An event-driven networking engine. -* [:octocat: pulsar](https://github.com/quantmind/pulsar) - :star: 1364 :fork_and_knife: 100 - Event-driven concurrent framework for Python. -* [:octocat: diesel](https://github.com/jamwt/diesel) - :star: 541 :fork_and_knife: 54 - Greenlet-based event I/O Framework for Python. -* [:earth_americas: pyzmq](http://zeromq.github.io/pyzmq/) - A Python wrapper for the ZeroMQ message library. -* [:octocat: txZMQ](https://github.com/smira/txZMQ) - :star: 131 :fork_and_knife: 41 - Twisted based wrapper for the ZeroMQ message library. - -## WebSocket - -*Libraries for working with WebSocket.* - -* [:octocat: AutobahnPython](https://github.com/tavendo/AutobahnPython) - :star: 1311 :fork_and_knife: 406 - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). -* [:octocat: Crossbar](https://github.com/crossbario/crossbar/) - :star: 1094 :fork_and_knife: 142 - Open-source Unified Application Router (Websocket & WAMP for Python on Autobahn). -* [:octocat: django-socketio](https://github.com/stephenmcd/django-socketio) - :star: 955 :fork_and_knife: 196 - WebSockets for Django. -* [:octocat: WebSocket-for-Python](https://github.com/Lawouach/WebSocket-for-Python) - :star: 746 :fork_and_knife: 188 - WebSocket client and server library for Python 2 and 3 as well as PyPy. - -## WSGI Servers - -*WSGI-compatible web servers.* - -* [:earth_americas: gunicorn](http://pypi.python.org/pypi/gunicorn) - Pre-forked, partly written in C. -* [:earth_americas: uwsgi](https://uwsgi-docs.readthedocs.org/en/latest/) - A project aims at developing a full stack for building hosting services, written in C. -* [:earth_americas: bjoern](http://pypi.python.org/pypi/bjoern) - Asynchronous, very fast and written in C. -* [:earth_americas: fapws3](http://www.fapws.org/) - Asynchronous (network side only), written in C. -* [:earth_americas: meinheld](http://pypi.python.org/pypi/meinheld) - Asynchronous, partly written in C. -* [:octocat: netius](https://github.com/hivesolutions/netius) - :star: 57 :fork_and_knife: 3 - Asynchronous, very fast. -* [:earth_americas: paste](http://pythonpaste.org/) - Multi-threaded, stable, tried and tested. -* [:earth_americas: rocket](http://pypi.python.org/pypi/rocket) - Multi-threaded. -* [:earth_americas: waitress](https://waitress.readthedocs.org/) - Multi-threaded, poweres Pyramid. -* [:earth_americas: Werkzeug](http://werkzeug.pocoo.org/) - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects. - -## RPC Servers - -*RPC-compatible servers.* - -* [:octocat: SimpleJSONRPCServer](https://github.com/joshmarshall/jsonrpclib/) - :star: 291 :fork_and_knife: 110 - 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/dotcloud/zerorpc-python) - :star: 1836 :fork_and_knife: 235 - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/). - -## Cryptography - -* [:earth_americas: cryptography](https://cryptography.io/) - A package designed to expose cryptographic primitives and recipes to Python developers. -* [:octocat: hashids](https://github.com/davidaurelio/hashids-python) - :star: 524 :fork_and_knife: 42 - 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: 323 :fork_and_knife: 69 - Python binding to the Networking and Cryptography (NaCl) library. +* [:octocat: CyToolz](https://github.com/pytoolz/cytoolz/) - :star: 306 :fork_and_knife: 28 - Cython implementation of Toolz: High performance functional utilities. +* [:octocat: fn.py](https://github.com/kachayev/fn.py) - :star: 2172 :fork_and_knife: 133 - Functional programming in Python: implementation of missing features to enjoy FP. +* [:octocat: funcy](https://github.com/Suor/funcy) - :star: 1378 :fork_and_knife: 67 - A fancy and practical functional tools. +* [:octocat: Toolz](https://github.com/pytoolz/toolz) - :star: 1290 :fork_and_knife: 103 - A collection of functional utilities for iterators, functions, and dictionaries. ## GUI @@ -809,10 +585,12 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [: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: 490 :fork_and_knife: 64 - Creating beautiful user-interfaces with Declaratic Syntax like QML. -* [:earth_americas: kivy](http://kivy.org/) - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS. -* [:earth_americas: pyglet](http://www.pyglet.org/) - A cross-platform windowing and multimedia library for Python. -* [:earth_americas: PyQt](http://www.riverbankcomputing.co.uk/software/pyqt/intro) - Python bindings for the [Qt](http://qt-project.org/) cross-platform application and UI framework, with support for both Qt v4 and Qt v5 frameworks. -* [:earth_americas: PySide](http://qt-project.org/wiki/pyside) - Python bindings for the [Qt](http://qt-project.org/) cross-platform application and UI framework, supporting the Qt v4 framework. +* [:octocat: Flexx](https://github.com/zoofIO/flexx) - :star: 1098 :fork_and_knife: 117 - 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: 988 :fork_and_knife: 84 - 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. @@ -827,47 +605,436 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:earth_americas: Pygame](http://www.pygame.org/news.html) - Pygame is a set of Python modules designed for writing games. * [:earth_americas: PyOgre](http://www.ogre3d.org/tikiwiki/PyOgre) - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D. * [:earth_americas: PyOpenGL](http://pyopengl.sourceforge.net/) - Python ctypes bindings for OpenGL and it's related APIs. -* [:earth_americas: PySDL2](http://pysdl2.readthedocs.org/) - A ctypes based wrapper for the SDL2 library. -* [:earth_americas: PySFML](http://www.python-sfml.org/) - Python bindings for [SFML](http://www.sfml-dev.org/) -* [:earth_americas: RenPy](http://www.renpy.org/) - A Visual Novel engine. +* [:earth_americas: PySDL2](http://pysdl2.readthedocs.io/) - A ctypes based wrapper for the SDL2 library. +* [:earth_americas: RenPy](https://www.renpy.org/) - A Visual Novel engine. + +## Geolocation + +*Libraries for geocoding addresses and working with latitudes and longitudes.* + +* [:octocat: django-countries](https://github.com/SmileyChris/django-countries) - :star: 310 :fork_and_knife: 96 - 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: 144 :fork_and_knife: 37 - Python API for MaxMind GeoIP Legacy Database. +* [:octocat: geojson](https://github.com/frewsxcv/python-geojson) - :star: 234 :fork_and_knife: 34 - Python bindings and utilities for GeoJSON. +* [:octocat: geopy](https://github.com/geopy/geopy) - :star: 1311 :fork_and_knife: 312 - Python Geocoding Toolbox. +* [:octocat: pygeoip](https://github.com/appliedsec/pygeoip) - :star: 436 :fork_and_knife: 95 - 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: 1115 :fork_and_knife: 138 - 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: 550 :fork_and_knife: 118 - 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: 142 :fork_and_knife: 50 - Implements a XML/HTML/XHTML Markup safe string for Python. +* [:octocat: pyquery](https://github.com/gawel/pyquery) - :star: 1072 :fork_and_knife: 102 - A jQuery-like library for parsing HTML. +* [:octocat: untangle](https://github.com/stchris/untangle) - :star: 209 :fork_and_knife: 27 - 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: 2239 :fork_and_knife: 218 - Working with XML feel like you are working with JSON. + +## HTTP + +*Libraries for working with HTTP.* + +* [:octocat: grequests](https://github.com/kennethreitz/grequests) - :star: 1742 :fork_and_knife: 199 - requests + gevent for asynchronous HTTP requests. +* [:octocat: httplib2](https://github.com/jcgregorio/httplib2) - :star: 372 :fork_and_knife: 206 - 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: 316 :fork_and_knife: 84 - Python requests like API built on top of Twisted's HTTP client. +* [:octocat: urllib3](https://github.com/shazow/urllib3) - :star: 1179 :fork_and_knife: 398 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. + +## Hardware + +*Libraries for programming with hardware.* + +* [:earth_americas: ino](http://inotool.org/) - Command line toolkit for working with [Arduino](https://www.arduino.cc/). +* [: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: 485 :fork_and_knife: 126 - A module for cross-platform control of the mouse and keyboard. +* [:octocat: scapy](https://github.com/secdev/scapy) - :star: 810 :fork_and_knife: 215 - A brilliant packet manipulation library. +* [:octocat: wifi](https://github.com/rockymeza/wifi) - :star: 165 :fork_and_knife: 77 - A Python library and command line tool for working with WiFi on Linux. + +## High Performance + +*Libraries for making Python faster.* + +* [:earth_americas: Cython](http://cython.org/) - Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains. +* [:earth_americas: Numba](http://numba.pydata.org/) - Python JIT complier to LLVM aimed at scientific Python. +* [:octocat: PeachPy](https://github.com/Maratyszcza/PeachPy) - :star: 829 :fork_and_knife: 45 - 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: 4106 :fork_and_knife: 277 - 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: 951 :fork_and_knife: 52 - 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: 127 :fork_and_knife: 9 - 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: 418 :fork_and_knife: 68 - Nudity detection. +* [:octocat: pagan](https://github.com/daboth/pagan) - :star: 43 :fork_and_knife: 5 - Retro identicon (Avatar) generation based on input string and hash. +* [:octocat: pillow](https://github.com/python-pillow/Pillow) - :star: 3021 :fork_and_knife: 666 - 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: 50 :fork_and_knife: 10 - Instagram-like image filters. +* [:octocat: python-qrcode](https://github.com/lincolnloop/python-qrcode) - :star: 1008 :fork_and_knife: 227 - A pure Python QR Code generator. +* [:octocat: Quads](https://github.com/fogleman/Quads) - :star: 598 :fork_and_knife: 53 - 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: 4375 :fork_and_knife: 442 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. +* [:octocat: wand](https://github.com/dahlia/wand) - :star: 632 :fork_and_knife: 138 - 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: 686 :fork_and_knife: 88 - 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: 1791 :fork_and_knife: 74 - 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: 27 :fork_and_knife: 17 - 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: 666 :fork_and_knife: 264 - 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: 613 :fork_and_knife: 56 - 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: 948 :fork_and_knife: 71 - Writing crontab file in Python like a charm. +* [:octocat: schedule](https://github.com/dbader/schedule) - :star: 2646 :fork_and_knife: 268 - Python job scheduling for humans. +* [:octocat: Spiff](https://github.com/knipknap/SpiffWorkflow) - :star: 393 :fork_and_knife: 97 - 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.* -* [:earth_americas: logging](https://docs.python.org/2/library/logging.html) - (Python standard library) Logging facility for Python. +* [:octocat: Eliot](https://github.com/ClusterHQ/eliot) - :star: 159 :fork_and_knife: 14 - Logging for complex & distributed systems. * [:earth_americas: logbook](http://pythonhosted.org/Logbook/) - Logging replacement for Python. -* [:earth_americas: Eliot](https://eliot.readthedocs.org/) - Logging for complex & distributed systems. -* [:earth_americas: Raven](http://raven.readthedocs.org/) - The Python client for Sentry. +* [: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: 1052 :fork_and_knife: 637 - 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: 3388 :fork_and_knife: 1283 - 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: 4645 :fork_and_knife: 1310 - Numenta Platform for Intelligent Computing. +* [:octocat: Pylearn2](https://github.com/lisa-lab/pylearn2) - :star: 2278 :fork_and_knife: 936 - 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: 131 :fork_and_knife: 28 - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). + +## MapReduce + +*Frameworks and libraries for MapReduce.* + +* [:octocat: dpark](https://github.com/douban/dpark) - :star: 1995 :fork_and_knife: 462 - Python clone of Spark, a MapReduce alike framework in Python. +* [:octocat: dumbo](https://github.com/klbostee/dumbo) - :star: 986 :fork_and_knife: 159 - Python module that allows one to easily write and run Hadoop programs. +* [:octocat: luigi](https://github.com/spotify/luigi) - :star: 5925 :fork_and_knife: 1125 - A module that helps you build complex pipelines of batch jobs. +* [:octocat: mrjob](https://github.com/Yelp/mrjob) - :star: 1947 :fork_and_knife: 488 - 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: 1082 :fork_and_knife: 159 - Run Python code against real-time streams of data. Integrates with [Apache Storm](http://storm.apache.org/). + +## Microsoft Windows + +*Python programming on Microsoft Windows.* + +* [: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: 292 :fork_and_knife: 90 - 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. + +## Miscellaneous + +*Useful libraries or tools that don't fit in the categories above.* + +* [:octocat: blinker](https://github.com/jek/blinker) - :star: 476 :fork_and_knife: 58 - A fast Python in-process signal/event dispatching system. +* [:octocat: itsdangerous](https://github.com/pallets/itsdangerous) - :star: 1064 :fork_and_knife: 94 - Various helpers to pass trusted data to untrusted environments. +* [:octocat: pluginbase](https://github.com/mitsuhiko/pluginbase) - :star: 487 :fork_and_knife: 70 - A simple but flexible plugin system for Python. +* [:octocat: Pychievements](https://github.com/PacketPerception/pychievements) - :star: 78 :fork_and_knife: 3 - 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: 6879 :fork_and_knife: 2154 - Chinese text segmentation. +* [:octocat: langid.py](https://github.com/saffsd/langid.py) - :star: 671 :fork_and_knife: 124 - 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: 1629 :fork_and_knife: 463 - 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: 3479 :fork_and_knife: 422 - Providing a consistent API for diving into common NLP tasks. +* [:octocat: TextGrocery](https://github.com/2shou/TextGrocery) - :star: 329 :fork_and_knife: 109 - 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: 337 :fork_and_knife: 330 - 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: 9 :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: 541 :fork_and_knife: 54 - Greenlet-based event I/O Framework for Python. +* [:octocat: pulsar](https://github.com/quantmind/pulsar) - :star: 1364 :fork_and_knife: 100 - 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: 131 :fork_and_knife: 41 - 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: 1114 :fork_and_knife: 331 - Generating generic activity streams from the actions on your site. +* [:octocat: Stream-Framework](https://github.com/tschellenbach/Stream-Framework) - :star: 2655 :fork_and_knife: 324 - Building newsfeed and notification systems using Cassandra and Redis. + +## ORM + +*Libraries that implement Object-Relational Mapping or data mapping techniques.* + +* Relational Databases + * [:earth_americas: Django Models](https://docs.djangoproject.com/en/dev/topics/db/models/) - A part of Django. + * [:earth_americas: SQLAlchemy](http://www.sqlalchemy.org/) - The Python SQL Toolkit and Object Relational Mapper. + * [:octocat: awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) - :star: 1250 :fork_and_knife: 82 + * [:octocat: Peewee](https://github.com/coleifer/peewee) - :star: 3397 :fork_and_knife: 633 - 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: 684 :fork_and_knife: 195 - Django MongoDB Backend. + * [:octocat: flywheel](https://github.com/mathcamp/flywheel) - :star: 82 :fork_and_knife: 14 - Object mapper for Amazon DynamoDB. + * [:octocat: hot-redis](https://github.com/stephenmcd/hot-redis) - :star: 198 :fork_and_knife: 15 - 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: 295 :fork_and_knife: 79 - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). + * [:octocat: redisco](https://github.com/kiddouk/redisco) - :star: 335 :fork_and_knife: 64 - A Python Library for Simple Models and Containers Persisted in Redis. +* Others + * [:octocat: butterdb](https://github.com/Widdershin/butterdb) - :star: 316 :fork_and_knife: 14 - A Python ORM for Google Drive Spreadsheets. + * [:octocat: dataset](https://github.com/pudo/dataset) - :star: 2552 :fork_and_knife: 151 - A JSON-based database. + +## Package Management + +*Libraries for package and dependency management.* + +* [:earth_americas: pip](https://pip.pypa.io/en/stable/) - The Python package and dependency manager. + * [:earth_americas: Python Package Index](https://pypi.python.org/pypi) +* [:octocat: conda](https://github.com/conda/conda/) - :star: 1005 :fork_and_knife: 336 - 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: 1873 :fork_and_knife: 182 - 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: 854 :fork_and_knife: 179 - 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: 286 :fork_and_knife: 100 - 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: 28 :fork_and_knife: 4 - 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: 1314 :fork_and_knife: 342 - Implementation of per object permissions for Django 1.2+ +* [:octocat: django-rules](https://github.com/dfunckt/django-rules) - :star: 370 :fork_and_knife: 28 - 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: 1908 :fork_and_knife: 167 - 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: 3520 :fork_and_knife: 308 - 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: 1083 :fork_and_knife: 114 - Little multi-threaded task queue. +* [:octocat: mrq](https://github.com/pricingassistant/mrq) - :star: 476 :fork_and_knife: 42 - 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: 109 :fork_and_knife: 10 - A simple, infinitely scalable, Amazon SQS based queue. + +## RESTful API + +*Libraries for developing RESTful APIs.* + +* Django + * [:octocat: django-formapi](https://github.com/5monkeys/django-formapi) - :star: 25 :fork_and_knife: 13 - Create JSON APIs with Django's form validation. + * [:earth_americas: django-rest-framework](http://www.django-rest-framework.org/) - A powerful and flexible toolkit to build web APIs. + * [:earth_americas: django-tastypie](http://tastypieapi.org/) - Creating delicious APIs for Django apps. +* Flask + * [:octocat: eve](https://github.com/nicolaiarocci/eve) - :star: 3641 :fork_and_knife: 483 - REST API framework powered by Flask, MongoDB and good intentions. + * [:octocat: flask-api-utils](https://github.com/marselester/flask-api-utils) - :star: 29 :fork_and_knife: 3 - 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: 2407 :fork_and_knife: 485 - Quickly building REST APIs for Flask. + * [:octocat: flask-restless](https://github.com/jfinkels/flask-restless) - :star: 720 :fork_and_knife: 229 - Generating RESTful APIs for database models defined with SQLAlchemy. +* Pyramid + * [:octocat: cornice](https://github.com/mozilla-services/cornice) - :star: 288 :fork_and_knife: 133 - 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: 3578 :fork_and_knife: 173 - 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: 582 :fork_and_knife: 70 - Framework agnostic REST framework based on lessons learned from Tastypie. + * [:octocat: ripozo](https://github.com/vertical-knowledge/ripozo) - :star: 172 :fork_and_knife: 22 - Quickly creating REST/HATEOAS/Hypermedia APIs. + * [:octocat: sandman](https://github.com/jeffknupp/sandman) - :star: 2262 :fork_and_knife: 180 - Automated REST APIs for existing database-driven systems. + +## RPC Servers + +*RPC-compatible servers.* + +* [:octocat: SimpleJSONRPCServer](https://github.com/joshmarshall/jsonrpclib/) - :star: 292 :fork_and_knife: 110 - 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: 1836 :fork_and_knife: 235 - 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: 381 :fork_and_knife: 190 - Providing best-practice pipelines for fully automated high throughput sequencing analysis. +* [:octocat: bccb](https://github.com/chapmanb/bcbb) - :star: 331 :fork_and_knife: 164 - 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. +* [:earth_americas: NIPY](http://nipy.org) - A collection of neuroimaging toolkits. +* [:earth_americas: NumPy](http://www.numpy.org/) - A fundamental package for scientific computing with Python. +* [:earth_americas: Open Babel](http://openbabel.org/wiki/Main_Page) - A chemical toolbox designed to speak the many languages of chemical data. +* [: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: 1781 :fork_and_knife: 422 - 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: 1785 :fork_and_knife: 878 - Statistical modeling and econometrics in Python. +* [:octocat: SymPy](https://github.com/sympy/sympy) - :star: 3437 :fork_and_knife: 1716 - A Python library for symbolic mathematics. +* [:octocat: Zipline](https://github.com/quantopian/zipline) - :star: 4183 :fork_and_knife: 1325 - 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: 2091 :fork_and_knife: 945 - Modular search for Django. +* [:octocat: elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - :star: 1046 :fork_and_knife: 250 - 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: 57 :fork_and_knife: 11 - ElasticSearch ODM (Object Document Mapper) for Python. +* [:octocat: solrpy](https://github.com/edsu/solrpy) - :star: 22 :fork_and_knife: 15 - A Python client for [solr](http://lucene.apache.org/solr/). +* [:earth_americas: Whoosh](http://whoosh.readthedocs.io/) - A fast, pure Python search engine library. + +## Serialization + +*Libraries for serializing complex data types* + +* [:octocat: marshmallow](https://github.com/marshmallow-code/marshmallow) - :star: 1409 :fork_and_knife: 170 - 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: 4275 :fork_and_knife: 217 - Build, deploy, and manage [AWS Lambda](https://aws.amazon.com/lambda/) functions with ease. +* [:octocat: python-lambda](https://github.com/nficano/python-lambda) - :star: 294 :fork_and_knife: 41 - A toolkit for developing and deploying Python code in AWS Lambda. +* [:octocat: Zappa](https://github.com/Miserlou/Zappa) - :star: 2095 :fork_and_knife: 202 - 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: 2231 :fork_and_knife: 327 - A module for Tabular Datasets in XLS, CSV, JSON, YAML. +* Office + * [:octocat: Marmir](https://github.com/brianray/mm) - :star: 123 :fork_and_knife: 16 - 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: 141 :fork_and_knife: 34 - 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: 663 :fork_and_knife: 262 - 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: 848 :fork_and_knife: 235 - 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: 581 :fork_and_knife: 199 - Writing and reading data and formatting information from Excel files. +* PDF + * [:octocat: PDFMiner](https://github.com/euske/pdfminer) - :star: 1829 :fork_and_knife: 510 - A tool for extracting information from PDF documents. + * [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - :star: 1163 :fork_and_knife: 363 - 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: 791 :fork_and_knife: 76 - Fastest and full featured pure Python parsers of Markdown. + * [:octocat: Python-Markdown](https://github.com/waylan/Python-Markdown) - :star: 974 :fork_and_knife: 270 - 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: 2420 :fork_and_knife: 349 - Utilities for converting to and working with CSV. +* Archive + * [:octocat: unp](https://github.com/mitsuhiko/unp) - :star: 247 :fork_and_knife: 21 - 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: 2892 :fork_and_knife: 281 - Static site generator for designers. +* [:earth_americas: Hyde](http://hyde.github.io/) - Jinja2-based static web site generator. +* [:earth_americas: Lektor](https://www.getlektor.com/) - An easy to use static CMS and blog engine. +* [:earth_americas: Nikola](https://www.getnikola.com/) - A static website and blog generator. +* [:earth_americas: Pelican](http://blog.getpelican.com/) - Uses Markdown or ReST for content and Jinja 2 for themes. Supports DVCS, Disqus. AGPL. +* [:earth_americas: Tinkerer](http://tinkerer.me/) - Tinkerer is a blogging engine/.static website generator powered by Sphinx. + +## Tagging + +*Libraries for tagging items.* + +* [:octocat: django-taggit](https://github.com/alex/django-taggit) - :star: 1559 :fork_and_knife: 419 - 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: 3800 :fork_and_knife: 748 - A modern and designer friendly templating language. +* [:earth_americas: Mako](http://www.makotemplates.org/) - Hyperfast and lightweight templating for the Python platform. + ## Testing *Libraries for testing codebases and generating test data.* * Testing Frameworks - * [:earth_americas: unittest](https://docs.python.org/2/library/unittest.html) - (Python standard library) Unit testing framework. - * [:earth_americas: nose](https://nose.readthedocs.org/) - nose extends unittest. - * [:octocat: contexts](https://github.com/benjamin-hodgson/Contexts) - :star: 39 :fork_and_knife: 3 - A BDD framework for Python 3.3+. Inspired by C#'s `Machine.Specifications`. - * [:octocat: hypothesis](https://github.com/DRMacIver/hypothesis) - :star: 1657 :fork_and_knife: 152 - Hypothesis is an advanced Quickcheck style property based testing library. - * [:earth_americas: mamba](https://nestorsalceda.github.io/mamba) - The definitive testing tool for Python. Born under the banner of BDD. - * [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - :star: 706 :fork_and_knife: 107 - PyAutoGUI is a cross-platform GUI automation Python module for human beings. - * [:octocat: pyshould](https://github.com/drslump/pyshould) - :star: 31 :fork_and_knife: 6 - Should style asserts based on [PyHamcrest](https://github.com/hamcrest/PyHamcrest). - * [:earth_americas: pytest](http://pytest.org/) - A mature full-featured Python testing tool. - * [:earth_americas: pyvows](http://heynemann.github.io/pyvows/) - BDD style testing for Python. Inspired by [Vows.js](http://vowsjs.org/). + * [:octocat: hypothesis](https://github.com/HypothesisWorks/hypothesis-python) - :star: 1656 :fork_and_knife: 152 - 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: 1028 :fork_and_knife: 320 - A nicer unittest for Python. + * [:octocat: nose2](https://github.com/nose-devs/nose2) - :star: 325 :fork_and_knife: 80 - 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: 1266 :fork_and_knife: 485 - A generic test automation framework. -* Web Testing - * [:earth_americas: Selenium](https://pypi.python.org/pypi/selenium) - Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver. + * [: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: 402 :fork_and_knife: 33 - 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: 4417 :fork_and_knife: 625 - Scalable user load testing tool written in Python. + * [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - :star: 706 :fork_and_knife: 107 - 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: 1210 :fork_and_knife: 121 - A language-agnostic A/B Testing framework. - * [:earth_americas: splinter](https://splinter.readthedocs.org/en/latest/) - Open source tool for testing web applications. + * [:octocat: splinter](https://github.com/cobrateam/splinter) - :star: 1267 :fork_and_knife: 296 - Open source tool for testing web applications. * Mock - * [:earth_americas: mock](https://docs.python.org/3/library/unittest.mock.html) - (Python standard library) A mocking and patching library. * [:earth_americas: doublex](https://pypi.python.org/pypi/doublex) - Powerful test doubles framework for Python. * [:octocat: freezegun](https://github.com/spulec/freezegun) - :star: 891 :fork_and_knife: 91 - Travel through time by mocking the datetime module. * [:octocat: httmock](https://github.com/patrys/httmock) - :star: 268 :fork_and_knife: 30 - A mocking library for requests for Python 2.6+ and 3.2+. - * [:earth_americas: httpretty](http://falcao.it/HTTPretty/) - HTTP request mock tool for Python. - * [:octocat: responses](https://github.com/dropbox/responses) - :star: 1389 :fork_and_knife: 132 - A utility library for mocking out the requests Python library. + * [:octocat: httpretty](https://github.com/gabrielfalcao/HTTPretty) - :star: 1309 :fork_and_knife: 192 - 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: 1389 :fork_and_knife: 132 - A utility library for mocking out the requests Python library. * [:octocat: VCR.py](https://github.com/kevin1024/vcrpy) - :star: 785 :fork_and_knife: 121 - Record and replay HTTP interactions on your tests. * Object Factories * [:octocat: factory_boy](https://github.com/rbarrois/factory_boy) - :star: 1042 :fork_and_knife: 145 - A test fixtures replacement for Python. @@ -876,272 +1043,142 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * Code Coverage * [:earth_americas: coverage](https://pypi.python.org/pypi/coverage) - Code coverage measurement. * Fake Data - * [:earth_americas: faker](http://www.joke2k.net/faker/) - A Python package that generates fake data. + * [:octocat: church](https://github.com/lk-geimfari/church) - :star: 322 :fork_and_knife: 28 - is a Python library that help you generate fake data. * [:octocat: fake2db](https://github.com/emirozer/fake2db) - :star: 1697 :fork_and_knife: 77 - Fake database generator. + * [:octocat: faker](https://github.com/joke2k/faker) - :star: 4238 :fork_and_knife: 472 - 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: 2251 :fork_and_knife: 93 - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not. -## Code Analysis and Linter +## Text Processing -*Libraries and tools for analysing, parsing and manipulation codebases.* +*Libraries for parsing and manipulating plain texts.* -* Code Analysis - * [:octocat: code2flow](https://github.com/scottrogowski/code2flow) - :star: 313 :fork_and_knife: 48 - Turn your Python and JavaScript code into DOT flowcharts. - * [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - :star: 741 :fork_and_knife: 114 - A library that visualises the flow (call graph) of your Python application. - * [:octocat: pysonar2](https://github.com/yinwang0/pysonar2) - :star: 2339 :fork_and_knife: 640 - A type inferencer and indexer for Python. -* Linter - * [:earth_americas: Flake8](https://pypi.python.org/pypi/flake8) - The modular source code checker: pep8, pyflakes and co. - * [:earth_americas: Pylint](http://www.pylint.org/) - A source code analyzer. - * [:earth_americas: pylama](https://pylama.readthedocs.org/) - Code audit tool for Python and JavaScript. - -## Debugging Tools - -*Libraries for debugging code.* - -* Debugger - * [: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: 1376 :fork_and_knife: 52 - Debugger capable of attaching to and injecting code into Python processes. - * [:octocat: wdb](https://github.com/Kozea/wdb) - :star: 1085 :fork_and_knife: 62 - An improbable web debugger through WebSockets. - * [:earth_americas: winpdb](http://winpdb.org/) - A Platform Independent Python Debugger with GUI, capable of remote debugging based on rpdb2. - * [:octocat: django-debug-toolbar](https://github.com/django-debug-toolbar/django-debug-toolbar) - :star: 3940 :fork_and_knife: 704 - Display various debug information about the current request/response. - * [:octocat: django-devserver](https://github.com/dcramer/django-devserver) - :star: 1173 :fork_and_knife: 149 - A drop-in replacement for Django's runserver. - * [:octocat: flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - :star: 515 :fork_and_knife: 80 - A port of the django-debug-toolbar to flask. -* Profiler - * [:octocat: line_profiler](https://github.com/rkern/line_profiler) - :star: 1073 :fork_and_knife: 80 - Line-by-line profiling. - * [:octocat: memory_profiler](https://github.com/fabianp/memory_profiler) - :star: 881 :fork_and_knife: 121 - Monitor Memory usage of Python code. - * [:octocat: profiling](https://github.com/what-studio/profiling) - :star: 2474 :fork_and_knife: 86 - An interactive Python profiler. -* Others - * [:octocat: pyelftools](https://github.com/eliben/pyelftools) - :star: 398 :fork_and_knife: 155 - A pure-Python library for parsing and analyzing ELF files and DWARF debugging information. - * [:octocat: python-statsd](https://github.com/WoLpH/python-statsd) - :star: 89 :fork_and_knife: 35 - Python Client for the [statsd](https://github.com/etsy/statsd/) server. - -## Science and Data Analysis - -*Libraries for scientific computing and data analyzing.* - -* [:earth_americas: astropy](http://www.astropy.org/) - A community Python library for Astronomy. -* [:octocat: bcbio-nextgen](https://github.com/chapmanb/bcbio-nextgen) - :star: 381 :fork_and_knife: 190 - A toolkit providing best-practice pipelines for fully automated high throughput sequencing analysis. -* [:octocat: bccb](https://github.com/chapmanb/bcbb) - :star: 331 :fork_and_knife: 164 - 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: blaze](http://blaze.pydata.org/en/latest/) - NumPy and Pandas interface to Big Data. -* [: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. -* [:earth_americas: Numba](http://numba.pydata.org/) - Python JIT (just in time) complier to LLVM aimed at scientific Python by the developers of Cython and NumPy. -* [:earth_americas: NumPy](http://www.numpy.org/) - A fundamental package for scientific computing with Python. -* [:earth_americas: Open Babel](http://openbabel.org/wiki/Main_Page) - A chemical toolbox designed to speak the many languages of chemical data. -* [:octocat: Open Mining](https://github.com/avelino/mining) - :star: 675 :fork_and_knife: 116 - Business Intelligence (BI) in Python (Pandas web interface) -* [:earth_americas: orange](http://orange.biolab.si/) - Data mining, data visualization, analysis and machine learning through visual programming or Python scripting. -* [:earth_americas: Pandas](http://pandas.pydata.org/) - A library providing high-performance, easy-to-use data structures and data analysis tools. -* [:earth_americas: PyDy](https://pydy.org/) - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion based around NumPy, SciPy, IPython, and matplotlib. -* [:octocat: PyMC](https://github.com/pymc-devs/pymc3) - :star: 1780 :fork_and_knife: 422 - 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: 1785 :fork_and_knife: 878 - Statistical modeling and econometrics in Python. -* [:octocat: SymPy](https://github.com/sympy/sympy) - :star: 3437 :fork_and_knife: 1716 - A Python library for symbolic mathematics. -* [:octocat: zipline](https://github.com/quantopian/zipline) - :star: 4183 :fork_and_knife: 1325 - A Pythonic algorithmic trading library. - -## Data Visualization - -*Libraries for visualizing data. See: [awesome-javascript](https://github.com/sorrycc/awesome-javascript#data-visualization).* - -* [:earth_americas: matplotlib](http://matplotlib.org/) - A Python 2D plotting library. -* [:octocat: bokeh](https://github.com/ContinuumIO/bokeh) - :star: 4934 :fork_and_knife: 1182 - Interactive Web Plotting for Python. -* [:octocat: ggplot](https://github.com/yhat/ggplot) - :star: 2813 :fork_and_knife: 394 - Same API as ggplot2 for R. -* [:earth_americas: plotly](https://plot.ly/python) - Collaborative web plotting for Python and matplotlib. -* [:earth_americas: pygal](http://pygal.org/) - 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. -* [:earth_americas: SnakeViz](https://jiffyclub.github.io/snakeviz) - A browser based graphical viewer for the output of Python's cProfile module. -* [:octocat: vincent](https://github.com/wrobstory/vincent) - :star: 1939 :fork_and_knife: 207 - A Python to Vega translator. -* [:earth_americas: VisPy](http://vispy.org/) - High-performance scientific visualization based on OpenGL. - -## Computer Vision - -*Libraries for computer vision.* - -* [:earth_americas: OpenCV](http://opencv.org/) - Open Source Computer Vision Library. -* [:earth_americas: SimpleCV](http://simplecv.org/) - An open source framework for building computer vision applications. - -## Machine Learning - -*Libraries for Machine Learning. See: [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning#python).* - -* [:octocat: Crab](https://github.com/muricoca/crab) - :star: 765 :fork_and_knife: 300 - A flexible, fast recommender engine. -* [:octocat: gensim](https://github.com/piskvorky/gensim) - :star: 3388 :fork_and_knife: 1283 - Topic Modelling for Humans. -* [:octocat: hebel](https://github.com/hannes-brt/hebel) - :star: 1149 :fork_and_knife: 110 - GPU-Accelerated Deep Learning Library in Python. -* [:octocat: NuPIC](https://github.com/numenta/nupic) - :star: 4645 :fork_and_knife: 1310 - Numenta Platform for Intelligent Computing. -* [:octocat: pattern](https://github.com/clips/pattern) - :star: 5012 :fork_and_knife: 932 - Web mining module for Python. -* [:octocat: PyBrain](https://github.com/pybrain/pybrain) - :star: 2148 :fork_and_knife: 647 - Another Python Machine Learning Library. -* [:octocat: Pylearn2](https://github.com/lisa-lab/pylearn2) - :star: 2278 :fork_and_knife: 936 - A Machine Learning library based on [Theano](https://github.com/Theano/Theano). -* [:octocat: python-recsys](https://github.com/ocelma/python-recsys) - :star: 727 :fork_and_knife: 313 - A Python library for implementing a Recommender System. -* [:earth_americas: scikit-learn](http://scikit-learn.org/) - A Python module for machine learning built on top of SciPy. -* [:octocat: vowpal_porpoise](https://github.com/josephreisinger/vowpal_porpoise) - :star: 131 :fork_and_knife: 28 - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). - -## MapReduce - -*Framworks and libraries for MapReduce.* - -* [:octocat: dpark](https://github.com/douban/dpark) - :star: 1995 :fork_and_knife: 462 - Python clone of Spark, a MapReduce alike framework in Python. -* [:octocat: dumbo](https://github.com/klbostee/dumbo) - :star: 986 :fork_and_knife: 159 - Python module that allows one to easily write and run Hadoop programs. -* [:octocat: luigi](https://github.com/spotify/luigi) - :star: 5924 :fork_and_knife: 1125 - A module that helps you build complex pipelines of batch jobs. -* [:octocat: mrjob](https://github.com/Yelp/mrjob) - :star: 1947 :fork_and_knife: 488 - 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: 1082 :fork_and_knife: 159 - Run Python code against real-time streams of data. Integrates with [Apache Storm](https://storm.incubator.apache.org/). - -## Functional Programming - -*Functional Programming with Python.* - -* [:octocat: CyToolz](https://github.com/pytoolz/cytoolz/) - :star: 306 :fork_and_knife: 28 - Cython implementation of Toolz: High performance functional utilities. -* [:octocat: fn.py](https://github.com/kachayev/fn.py) - :star: 2172 :fork_and_knife: 133 - Functional programming in Python: implementation of missing features to enjoy FP. -* [:octocat: funcy](https://github.com/Suor/funcy) - :star: 1378 :fork_and_knife: 67 - A fancy and practical functional tools. -* [:octocat: Toolz](https://github.com/pytoolz/toolz) - :star: 1290 :fork_and_knife: 103 - A collection of functional utilities for iterators, functions, and dictionaries. +* General + * [:octocat: chardet](https://github.com/chardet/chardet) - :star: 644 :fork_and_knife: 91 - 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: 1604 :fork_and_knife: 56 - Makes Unicode text less broken and more consistent automagically. + * [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - :star: 2862 :fork_and_knife: 314 - Fuzzy String Matching. + * [:octocat: Levenshtein](https://github.com/ztane/python-Levenshtein/) - :star: 269 :fork_and_knife: 54 - Fast computation of Levenshtein distance and string similarity. + * [:octocat: pangu.py](https://github.com/vinta/pangu.py) - :star: 55 :fork_and_knife: 7 - Spacing texts for CJK and alphanumerics. + * [:octocat: pyfiglet](https://github.com/pwaller/pyfiglet) - :star: 184 :fork_and_knife: 22 - An implementation of figlet written in Python. + * [:octocat: shortuuid](https://github.com/stochastic-technologies/shortuuid) - :star: 685 :fork_and_knife: 52 - 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: 115 :fork_and_knife: 12 - Print readable chars instead of the escaped string. + * [:octocat: xpinyin](https://github.com/lxneng/xpinyin) - :star: 392 :fork_and_knife: 106 - A library to translate Chinese hanzi (??) to pinyin (??). +* Slugify + * [:octocat: awesome-slugify](https://github.com/dimka665/awesome-slugify) - :star: 314 :fork_and_knife: 18 - A Python slugify library that can preserve unicode. + * [:octocat: python-slugify](https://github.com/un33k/python-slugify) - :star: 312 :fork_and_knife: 35 - A Python slugify library that translates unicode to ASCII. + * [:octocat: unicode-slugify](https://github.com/mozilla/unicode-slugify) - :star: 234 :fork_and_knife: 40 - A slugifier that generates unicode slugs with Django as a dependency. +* Parser + * [:octocat: phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - :star: 1373 :fork_and_knife: 178 - 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: 174 :fork_and_knife: 26 - Parsing human names into their individual components. + * [:octocat: python-user-agents](https://github.com/selwin/python-user-agents) - :star: 430 :fork_and_knife: 94 - Browser user agent parser. + * [:octocat: sqlparse](https://github.com/andialbrecht/sqlparse) - :star: 795 :fork_and_knife: 195 - 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: boto](https://github.com/boto/boto) - :star: 5740 :fork_and_knife: 2097 - Python interface to Amazon Web Services. +* [:octocat: boto3](https://github.com/boto/boto3) - :star: 1631 :fork_and_knife: 320 - Python interface to Amazon Web Services. * [:octocat: django-wordpress](https://github.com/sunlightlabs/django-wordpress/) - :star: 226 :fork_and_knife: 52 - WordPress models and views for Django. -* [:octocat: facebook-sdk](https://github.com/pythonforfacebook/facebook-sdk) - :star: 1829 :fork_and_knife: 699 - Facebook Platform Python SDK. +* [:octocat: facebook-sdk](https://github.com/mobolic/facebook-sdk) - :star: 1829 :fork_and_knife: 699 - Facebook Platform Python SDK. * [:octocat: facepy](https://github.com/jgorset/facepy) - :star: 553 :fork_and_knife: 159 - Facepy makes it really easy to interact with Facebook's Graph API * [:octocat: gmail](https://github.com/charlierguo/gmail) - :star: 1330 :fork_and_knife: 260 - A Pythonic interface for Gmail. * [:octocat: google-api-python-client](https://github.com/google/google-api-python-client) - :star: 1305 :fork_and_knife: 605 - Google APIs Client Library for Python. * [:octocat: gspread](https://github.com/burnash/gspread) - :star: 1948 :fork_and_knife: 363 - Google Spreadsheets Python API. * [:octocat: twython](https://github.com/ryanmcgrath/twython) - :star: 1264 :fork_and_knife: 314 - A Python wrapper for the Twitter API. -## DevOps Tools +## URL Manipulation -*Software and libraries for DevOps.* +*Libraries for parsing URLs.* -* [:octocat: Ansible](https://github.com/ansible/ansible) - :star: 20291 :fork_and_knife: 6345 - A radically simple IT automation platform. -* [:octocat: SaltStack](https://github.com/saltstack/salt) - :star: 7172 :fork_and_knife: 3290 - Infrastructure automation and management system. -* [:earth_americas: Fabric](http://www.fabfile.org/) - A simple, Pythonic tool for remote execution and deployment. -* [:octocat: cuisine](https://github.com/sebastien/cuisine) - :star: 1206 :fork_and_knife: 147 - Chef-like functionality for Fabric. -* [:earth_americas: Docker Compose](https://docs.docker.com/compose/) - Fast, isolated development environments using [Docker](https://www.docker.com/). -* [:octocat: Fabtools](https://github.com/ronnix/fabtools) - :star: 1049 :fork_and_knife: 202 - Tools for writing awesome Fabric files. -* [:earth_americas: gitapi](http://bitbucket.org/haard/gitapi) - Pure-Python API for git. -* [:octocat: gunnery](https://github.com/gunnery/gunnery) - :star: 613 :fork_and_knife: 56 - Multipurpose task execution tool for distributed systems with web-based interface. -* [:earth_americas: hgapi](http://bitbucket.org/haard/hgapi) - Pure-Python API for Mercurial. -* [:octocat: honcho](https://github.com/nickstenning/honcho) - :star: 893 :fork_and_knife: 99 - A Python port of [Foreman](https://github.com/ddollar/foreman), a tool 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: 755 :fork_and_knife: 208 - Controlling interactive programs in a pseudo-terminal like GNU expect. -* [:octocat: provy](https://github.com/python-provy/provy) - :star: 108 :fork_and_knife: 20 - An easy-to-use provisioning system in Python. -* [:octocat: psutil](https://github.com/giampaolo/psutil) - :star: 2131 :fork_and_knife: 365 - A cross-platform process and system utilities module. -* [:octocat: supervisor](https://github.com/Supervisor/supervisor) - :star: 2962 :fork_and_knife: 589 - Supervisor process control system for UNIX. +* [:octocat: furl](https://github.com/gruns/furl) - :star: 1018 :fork_and_knife: 67 - A small Python library that makes manipulating URLs simple. +* [:octocat: purl](https://github.com/codeinthehole/purl) - :star: 178 :fork_and_knife: 21 - A simple, immutable URL class with a clean API for interrogation and manipulation. +* [:octocat: pyshorteners](https://github.com/ellisonleao/pyshorteners) - :star: 142 :fork_and_knife: 21 - A pure Python URL shortening lib. +* [:octocat: short_url](https://github.com/Alir3z4/python-short_url) - :star: 62 :fork_and_knife: 13 - Python implementation for generating Tiny URL and bit.ly-like URLs. +* [:octocat: webargs](https://github.com/sloria/webargs) - :star: 386 :fork_and_knife: 52 - A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, and Pyramid. -## Job Scheduler +## Video -*Libraries for scheduling jobs.* +*Libraries for manipulating video and GIFs.* -* [:earth_americas: APScheduler](http://apscheduler.readthedocs.org/) - A light but powerful in-process task scheduler that lets you schedule functions. -* [:octocat: django-schedule](https://github.com/thauber/django-schedule) - :star: 666 :fork_and_knife: 264 - A calendaring app for Django. -* [:earth_americas: doit](http://pydoit.org/) - A task runner/build tool. -* [: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: 948 :fork_and_knife: 71 - Writing crontab file in Python like a charm. -* [:octocat: schedule](https://github.com/dbader/schedule) - :star: 2646 :fork_and_knife: 268 - Python job scheduling for humans. -* [:octocat: Spiff](https://github.com/knipknap/SpiffWorkflow) - :star: 393 :fork_and_knife: 97 - A powerful workflow engine implemented in pure Python. -* [:earth_americas: TaskFlow](http://docs.openstack.org/developer/taskflow/) - A Python library that helps to make task execution easy, consistent and reliable. +* [:earth_americas: 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: 47 :fork_and_knife: 6 - Video processing routines for SciPy. -## Foreign Function Interface +## WSGI Servers -*Libraries for providing foreign function interface.* +*WSGI-compatible web servers.* -* [:earth_americas: cffi](https://pypi.python.org/pypi/cffi) - Foreign Function Interface for Python calling C code. -* [:earth_americas: ctypes](https://docs.python.org/2/library/ctypes.html) - (Python standard library) Foreign Function Interface for Python calling C code. -* [:earth_americas: PyCUDA](http://mathema.tician.de/software/pycuda/) - A Python wrapper for Nvidia's CUDA API. -* [:earth_americas: SWIG](http://www.swig.org/Doc1.3/Python.html) - Simplified Wrapper and Interface Generator. +* [:earth_americas: bjoern](https://pypi.python.org/pypi/bjoern) - Asynchronous, very fast and written in C. +* [:earth_americas: fapws3](http://www.fapws.org/) - Asynchronous (network side only), written in C. +* [:earth_americas: gunicorn](https://pypi.python.org/pypi/gunicorn) - Pre-forked, partly written in C. +* [:earth_americas: meinheld](https://pypi.python.org/pypi/meinheld) - Asynchronous, partly written in C. +* [:octocat: netius](https://github.com/hivesolutions/netius) - :star: 57 :fork_and_knife: 3 - Asynchronous, very fast. +* [:earth_americas: paste](http://pythonpaste.org/) - Multi-threaded, stable, tried and tested. +* [:earth_americas: rocket](https://pypi.python.org/pypi/rocket) - Multi-threaded. +* [:earth_americas: uWSGI](https://uwsgi-docs.readthedocs.io/) - A project aims at developing a full stack for building hosting services, written in C. +* [:earth_americas: waitress](https://waitress.readthedocs.io/) - Multi-threaded, powers Pyramid. +* [:earth_americas: Werkzeug](http://werkzeug.pocoo.org/) - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects. -## High Performance +## Web Content Extracting -*Libraries for making Python faster.* +*Libraries for extracting web contents.* -* [: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: 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: 4106 :fork_and_knife: 277 - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance. -* [:earth_americas: Stackless Python](http://www.stackless.com/) - An enhanced version of the Python. +* [:octocat: Haul](https://github.com/vinta/Haul) - :star: 78 :fork_and_knife: 20 - An Extensible Image Crawler. +* [:octocat: html2text](https://github.com/Alir3z4/html2text) - :star: 314 :fork_and_knife: 65 - Convert HTML to Markdown-formatted text. +* [:octocat: lassie](https://github.com/michaelhelmick/lassie) - :star: 322 :fork_and_knife: 20 - Web Content Retrieval for Humans. +* [:octocat: micawber](https://github.com/coleifer/micawber) - :star: 329 :fork_and_knife: 45 - A small library for extracting rich content from URLs. +* [:octocat: newspaper](https://github.com/codelucas/newspaper) - :star: 3850 :fork_and_knife: 571 - News extraction, article extraction and content curation in Python. +* [:octocat: opengraph](https://github.com/erikriver/opengraph) - :star: 82 :fork_and_knife: 46 - A Python module to parse the Open Graph Protocol +* [:octocat: python-goose](https://github.com/grangier/python-goose) - :star: 2231 :fork_and_knife: 543 - HTML Content/Article Extractor. +* [:octocat: python-readability](https://github.com/buriy/python-readability) - :star: 1080 :fork_and_knife: 208 - Fast Python port of arc90's readability tool. +* [:octocat: sanitize](https://github.com/Alir3z4/python-sanitize) - :star: 29 :fork_and_knife: 2 - Bringing sanity to world of messed-up data. +* [:octocat: sumy](https://github.com/miso-belica/sumy) - :star: 753 :fork_and_knife: 152 - A module for automatic summarization of text documents and HTML pages. +* [:octocat: textract](https://github.com/deanmalmgren/textract) - :star: 1797 :fork_and_knife: 171 - Extract text from any document, Word, PowerPoint, PDFs, etc. -## Microsoft Windows +## Web Crawling -*Python programming on Microsoft Windows.* +*Libraries for scraping websites.* -* [:earth_americas: Python(x,y)](https://code.google.com/p/pythonxy/) - 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: 292 :fork_and_knife: 90 - Python Integration with the .NET Common Language Runtime (CLR). -* [:earth_americas: PyWin32](http://sourceforge.net/projects/pywin32/) - Python Extensions for Windows. -* [:earth_americas: WinPython](https://winpython.github.io/) - Portable development environment for Windows 7/8. +* [:octocat: cola](https://github.com/chineking/cola) - :star: 1037 :fork_and_knife: 480 - A distributed crawling framework. +* [:octocat: Demiurge](https://github.com/matiasb/demiurge) - :star: 47 :fork_and_knife: 6 - 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: 1473 :fork_and_knife: 79 - A Python library for automating interaction with websites. +* [:octocat: portia](https://github.com/scrapinghub/portia) - :star: 4681 :fork_and_knife: 697 - Visual scraping for Scrapy. +* [:octocat: pyspider](https://github.com/binux/pyspider) - :star: 8011 :fork_and_knife: 2110 - A powerful spider system. +* [:octocat: RoboBrowser](https://github.com/jmcarp/robobrowser) - :star: 2642 :fork_and_knife: 188 - 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. -## Network Virtualization and SDN +## Web Frameworks -*Tools and libraries for Virtual Networking and SDN (Software Defined Networking).* +*Full stack web frameworks.* -* [:earth_americas: Mininet](http://mininet.org/) - A popular network emulator and API written in Python. -* [:earth_americas: POX](http://www.noxrepo.org/pox/about-pox/) - 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: 9 :fork_and_knife: 5 - SDN based IXP implementation that leverages Mininet, POX and Pyretic. +* [: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: 4706 :fork_and_knife: 847 +* [:earth_americas: Flask](http://flask.pocoo.org/) - A microframework for Python. + * [:octocat: awesome-flask](https://github.com/humiaozuzu/awesome-flask) - :star: 3318 :fork_and_knife: 535 +* [: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: 312 :fork_and_knife: 36 +* [: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. -## Hardware +## WebSocket -*Libraries for programming with hardware.* +*Libraries for working with WebSocket.* -* [:earth_americas: ino](http://inotool.org/) - Command line toolkit for working with [Arduino](http://www.arduino.cc/). -* [:earth_americas: Pyro](http://pyrorobotics.com/) - Python Robotics. -* [:octocat: PyUserInput](https://github.com/SavinaRoja/PyUserInput) - :star: 485 :fork_and_knife: 126 - A module for cross-platform control of the mouse and keyboard. -* [:earth_americas: scapy](http://www.secdev.org/projects/scapy/) - A brilliant packet manipulation library. -* [:earth_americas: wifi](https://wifi.readthedocs.org/) - A Python library and command line tool for working with WiFi on Linux. - -## 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: 428 :fork_and_knife: 33 - Modernizes Python code for eventual Python 3 migration. -* [:earth_americas: Six](https://pypi.python.org/pypi/six) - Python 2 and 3 compatibility utilities. - -## Miscellaneous - -*Useful libraries or tools that don't fit in the categories above.* - -* [:octocat: blinker](https://github.com/jek/blinker) - :star: 476 :fork_and_knife: 58 - A fast Python in-process signal/event dispatching system. -* [:octocat: itsdangerous](https://github.com/mitsuhiko/itsdangerous) - :star: 1064 :fork_and_knife: 94 - Various helpers to pass trusted data to untrusted environments. -* [:octocat: pluginbase](https://github.com/mitsuhiko/pluginbase) - :star: 487 :fork_and_knife: 70 - A simple but flexible plugin system for Python. -* [:octocat: Pychievements](https://github.com/PacketPerception/pychievements) - :star: 78 :fork_and_knife: 3 - A framework for creating and tracking achievements. - -## Algorithms and Design Patterns - -*Python implementation of algorithms and design patterns.* - -* [:octocat: algorithms](https://github.com/nryoung/algorithms) - :star: 1851 :fork_and_knife: 474 - A module of algorithms for Python. -* [:octocat: python-patterns](https://github.com/faif/python-patterns) - :star: 10005 :fork_and_knife: 2408 - A collection of design patterns in Python. - -## Editor Plugins - -*Plugins for editors and IDEs.* - -* Emacs - * [:octocat: Elpy](https://github.com/jorgenschaefer/elpy) - :star: 844 :fork_and_knife: 121 - Emacs Python Development Environment. -* Sublime Text - * [:octocat: SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - :star: 679 :fork_and_knife: 70 - A Sublime Text plugin to the awesome auto-complete library Jedi. - * [:octocat: Anaconda](https://github.com/DamnWidget/anaconda) - :star: 1288 :fork_and_knife: 139 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. -* Vim - * [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - :star: 12537 :fork_and_knife: 1471 - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. - * [:octocat: Jedi-vim](https://github.com/davidhalter/jedi-vim) - :star: 2617 :fork_and_knife: 227 - Vim bindings for the Jedi auto-completion library for Python. - * [:octocat: Python-mode](https://github.com/klen/python-mode) - :star: 3259 :fork_and_knife: 671 - An all in one plugin for turning Vim into a Python IDE. -* Visual Studio - * [:octocat: PTVS](https://github.com/Microsoft/PTVS) - :star: 1370 :fork_and_knife: 356 - Python Tools for Visual Studio. - -## IDEs - -*Popular Python IDEs.* - -* [:earth_americas: PyCharm](https://www.jetbrains.com/pycharm/) - Commercial Python IDE by JetBrains. Has free community edition available. -* [:earth_americas: Komodo](http://komodoide.com/) - Commercial polyglot IDE with support for Python. -* [:earth_americas: LiClipse](http://www.liclipse.com/) - Free polyglot IDE based on Eclipse. Uses PyDev for Python support. -* [:octocat: Spyder](https://github.com/spyder-ide/spyder) - :star: 1654 :fork_and_knife: 400 - Open Source Python IDE. -* [:earth_americas: WingIDE](http://wingide.com/) - Commercial IDE for Python. +* [:octocat: AutobahnPython](https://github.com/crossbario/autobahn-python) - :star: 1311 :fork_and_knife: 406 - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). +* [:octocat: Crossbar](https://github.com/crossbario/crossbar/) - :star: 1094 :fork_and_knife: 142 - Open-source Unified Application Router (Websocket & WAMP for Python on Autobahn). +* [:octocat: django-socketio](https://github.com/stephenmcd/django-socketio) - :star: 955 :fork_and_knife: 196 - WebSockets for Django. +* [:octocat: WebSocket-for-Python](https://github.com/Lawouach/WebSocket-for-Python) - :star: 746 :fork_and_knife: 188 - WebSocket client and server library for Python 2 and 3 as well as PyPy. # Services @@ -1151,56 +1188,69 @@ Online tools and APIs to simplify development. *See: [awesome-CIandCD](https://github.com/ciandcd/awesome-ciandcd#online-build-system).* -* [:earth_americas: Travis CI](https://travis-ci.org) - A popular CI service for your open source and [private](https://travis-ci.com) projects. (GitHub only) * [:earth_americas: CircleCI](https://circleci.com/) - A CI service that can run very fast parallel testing. (GitHub only) +* [:earth_americas: Travis CI](https://travis-ci.org) - A popular CI service for your open source and [private](https://travis-ci.com) projects. (GitHub only) * [:earth_americas: Vexor CI](https://vexor.io) - A continuous integration tool for private apps with pay-per-minute billing model. * [:earth_americas: Wercker](http://wercker.com/) - A Docker-based platform for building and deploying applications and microservices. ## Code Quality -* [:earth_americas: Landscape](https://landscape.io/) - An early warning system for your Python codebase. +* [:earth_americas: Codacy](https://www.codacy.com/) - Automated Code Review to ship better code, faster. Free for Open Source. +* [:earth_americas: Codecov](https://codecov.io/) - Code coverage dashboard. +* [:earth_americas: Landscape](https://landscape.io/) - Hosted continuous Python code metrics. * [:earth_americas: QuantifiedCode](https://www.quantifiedcode.com/) - A data-driven, automated, continuous code review tool. # Resources Where to discover new Python libraries. -## Websites +## Podcasts -* [:earth_americas: r/Python](http://www.reddit.com/r/python) -* [:earth_americas: CoolGithubProjects](http://coolgithubprojects.com/) -* [:earth_americas: Django Packages](https://www.djangopackages.com/) -* [:earth_americas: Full Stack Python](http://www.fullstackpython.com/) -* [:earth_americas: Python 3 Wall of Superpowers](http://python3wos.appspot.com/) -* [:earth_americas: Python Hackers](http://pythonhackers.com/open-source/) -* [:earth_americas: Python ZEEF](https://python.zeef.com/alan.richmond) -* [:octocat: Trending Python repositories on GitHub today](https://github.com/trending?l=python) - -## Weekly - -* [:earth_americas: Import Python Newsletter](http://importpython.com/newsletter/) -* [:earth_americas: Pycoder's Weekly](http://pycoders.com/) -* [:earth_americas: Python Weekly](http://www.pythonweekly.com/) +* [:earth_americas: Podcast.init](http://podcastinit.com/) +* [:earth_americas: Talk Python To Me](https://talkpython.fm/) ## Twitter * [:earth_americas: @codetengu](https://twitter.com/codetengu) * [:earth_americas: @getpy](https://twitter.com/getpy) +* [:earth_americas: @importpython](https://twitter.com/importpython) * [:earth_americas: @planetpython](https://twitter.com/planetpython) * [:earth_americas: @pycoders](https://twitter.com/pycoders) * [:earth_americas: @pypi](https://twitter.com/pypi) * [:earth_americas: @pythontrending](https://twitter.com/pythontrending) * [:earth_americas: @PythonWeekly](https://twitter.com/PythonWeekly) +## Websites + +* [:earth_americas: /r/CoolGithubProjects](https://www.reddit.com/r/coolgithubprojects/) +* [:earth_americas: /r/Python](https://www.reddit.com/r/python) +* [:earth_americas: Awesome Python @LibHunt](http://python.libhunt.com) +* [:earth_americas: Django Packages](https://www.djangopackages.com/) +* [:earth_americas: Full Stack Python](https://www.fullstackpython.com/) +* [:earth_americas: PyPI Ranking](http://pypi-ranking.info/alltime) +* [:earth_americas: Python 3 Wall of Superpowers](http://python3wos.appspot.com/) +* [:earth_americas: Python Hackers](http://pythonhackers.com/open-source/) +* [:earth_americas: Python ZEEF](https://python.zeef.com/alan.richmond) +* [:earth_americas: Python ????](http://python.ctolib.com) +* [:octocat: Trending Python repositories on GitHub today](https://github.com/trending?l=python) + +## Weekly + +* [:earth_americas: CodeTengu Weekly](http://weekly.codetengu.com/) +* [:earth_americas: Import Python Newsletter](http://importpython.com/newsletter/) +* [:earth_americas: Pycoder's Weekly](http://pycoders.com/) +* [:earth_americas: Python Weekly](http://www.pythonweekly.com/) + # Other Awesome Lists List of lists. +* Monty + * [:octocat: awesome](https://github.com/sindresorhus/awesome) - :star: 48128 :fork_and_knife: 5815 + * [:octocat: lists](https://github.com/jnv/lists) - :star: 4018 :fork_and_knife: 307 * Python - * [:octocat: pycrumbs](https://github.com/kirang89/pycrumbs/blob/master/pycrumbs.md) + * [:octocat: pycrumbs](https://github.com/kirang89/pycrumbs) - :star: 2486 :fork_and_knife: 659 * [:octocat: python-github-projects](https://github.com/checkcheckzz/python-github-projects) - :star: 296 :fork_and_knife: 62 * [:octocat: python_reference](https://github.com/rasbt/python_reference) - :star: 1712 :fork_and_knife: 358 * [:octocat: pythonidae](https://github.com/svaksha/pythonidae) - :star: 491 :fork_and_knife: 106 -* Monty - * [:octocat: awesome](https://github.com/sindresorhus/awesome) - :star: 48127 :fork_and_knife: 5815 - * [:octocat: lists](https://github.com/jnv/lists) - :star: 4018 :fork_and_knife: 307 +