# 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). - [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) - [Permissions](#permissions) - [Processes](#processes) - [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) - [Services](#services) - [Code Quality](#code-quality) - [Continuous Integration](#continuous-integration) - [Resources](#resources) - [Podcasts](#podcasts) - [Twitter](#twitter) - [Websites](#websites) - [Weekly](#weekly) - [Other Awesome Lists](#other-awesome-lists) - [Contributing](#contributing) - - - ## Admin Panels *Libraries for administrative interfaces.* * [:octocat: Ajenti](https://github.com/ajenti/ajenti) - :star: 5518 :fork_and_knife: 633 - 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: 3542 :fork_and_knife: 1077 - Drop-in replacement of Django admin comes with lots of goodies. * [:octocat: flask-admin](https://github.com/flask-admin/flask-admin) - :star: 3402 :fork_and_knife: 996 - Simple and extensible administrative interface framework for Flask. * [:octocat: flower](https://github.com/mher/flower) - :star: 3430 :fork_and_knife: 596 - 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: 1181 :fork_and_knife: 126 - 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: 2879 :fork_and_knife: 715 - A module of algorithms for Python. * [:octocat: PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - :star: 718 :fork_and_knife: 61 - A simple yet effective library for implementing common design patterns. * [:octocat: python-patterns](https://github.com/faif/python-patterns) - :star: 19022 :fork_and_knife: 4187 - 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: 888 :fork_and_knife: 264 - A simple and highly customizable Django app to add captcha images to any Django form. * [:octocat: django-simple-spam-blocker](https://github.com/moqada/django-simple-spam-blocker) - :star: 27 :fork_and_knife: 7 - Simple spam blocker for Django. ## Asset Management *Tools for managing, compressing and minifying website assets.* * [:octocat: django-compressor](https://github.com/django-compressor/django-compressor) - :star: 2155 :fork_and_knife: 537 - Compresses linked and inline JavaScript or CSS into a single cached file. * [:octocat: django-pipeline](https://github.com/jazzband/django-pipeline) - :star: 1288 :fork_and_knife: 320 - An asset packaging library for Django. * [:octocat: django-storages](https://github.com/jschneier/django-storages) - :star: 1135 :fork_and_knife: 504 - 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: 363 :fork_and_knife: 81 - Helps you integrate webassets into your Flask app. * [:octocat: jinja-assets-compressor](https://github.com/jaysonsantos/jinja-assets-compressor) - :star: 86 :fork_and_knife: 11 - A Jinja extension to compile and compress your assets. * [:octocat: webassets](https://github.com/miracle2k/webassets) - :star: 846 :fork_and_knife: 242 - Bundles, optimizes, and manages unique cache-busting URLs for static resources. ## Audio *Libraries for manipulating audio.* * [:octocat: audiolazy](https://github.com/danilobellini/audiolazy) - :star: 481 :fork_and_knife: 66 - Expressive Digital Signal Processing (DSP) package for Python. * [:octocat: audioread](https://github.com/beetbox/audioread) - :star: 242 :fork_and_knife: 66 - 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: 4277 :fork_and_knife: 946 - Audio fingerprinting and recognition. * [:octocat: django-elastic-transcoder](https://github.com/StreetVoice/django-elastic-transcoder) - :star: 53 :fork_and_knife: 34 - 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: 525 :fork_and_knife: 166 - 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: 3262 :fork_and_knife: 433 - Manipulate audio with a simple and easy high level interface. * [:octocat: pyechonest](https://github.com/echonest/pyechonest) - :star: 625 :fork_and_knife: 994 - 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: 231 :fork_and_knife: 39 - Open web audio processing framework. * [:octocat: tinytag](https://github.com/devsnd/tinytag) - :star: 324 :fork_and_knife: 61 - 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: 4328 :fork_and_knife: 1539 - Authentication app for Django that "just works." * [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - :star: 1515 :fork_and_knife: 471 - OAuth 2 goodies for Django. * [:octocat: Flask-OAuthlib](https://github.com/lepture/flask-oauthlib) - :star: 1320 :fork_and_knife: 409 - OAuth 1.0/a, 2.0 implementation of client and provider for Flask. * [:octocat: OAuthLib](https://github.com/idan/oauthlib) - :star: 1729 :fork_and_knife: 373 - A generic and thorough implementation of the OAuth request-signing logic. * [:octocat: python-oauth2](https://github.com/joestump/python-oauth2) - :star: 2819 :fork_and_knife: 1028 - A fully tested, abstract interface to creating OAuth clients and servers. * [:octocat: python-social-auth](https://github.com/omab/python-social-auth) - :star: 2763 :fork_and_knife: 1171 - An easy-to-setup social authentication mechanism. * [:octocat: rauth](https://github.com/litl/rauth) - :star: 1535 :fork_and_knife: 163 - A Python library for OAuth 1.0/a, 2.0, and Ofly. * [:octocat: sanction](https://github.com/demianbrecht/sanction) - :star: 175 :fork_and_knife: 41 - A dead simple OAuth2 client implementation. * Others * [:octocat: jose](https://github.com/demonware/jose) - :star: 74 :fork_and_knife: 21 - JavaScript Object Signing and Encryption draft implementation. * [:octocat: PyJWT](https://github.com/jpadilla/pyjwt) - :star: 2478 :fork_and_knife: 302 - Implementation of the JSON Web Token draft 01. * [:octocat: python-jws](https://github.com/brianloveswords/python-jws) - :star: 54 :fork_and_knife: 27 - Implementation of JSON Web Signatures draft 02. * [:octocat: python-jwt](https://github.com/davedoesdev/python-jwt) - :star: 147 :fork_and_knife: 20 - Module for generating and verifying JSON Web Tokens. ## Build Tools *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: 2869 :fork_and_knife: 384 - A console tool to build code with different development platforms. * [:octocat: PyBuilder](https://github.com/pybuilder/pybuilder) - :star: 1071 :fork_and_knife: 206 - 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: 386 :fork_and_knife: 113 - 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: 723 :fork_and_knife: 148 - Automatic caching and invalidation for Django models. * [:octocat: django-cacheops](https://github.com/Suor/django-cacheops) - :star: 988 :fork_and_knife: 144 - A slick ORM cache with automatic granular event-driven invalidation. * [:octocat: django-viewlet](https://github.com/5monkeys/django-viewlet) - :star: 59 :fork_and_knife: 16 - 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: 284 :fork_and_knife: 93 - A caching framework for django applications. * [:octocat: pylibmc](https://github.com/lericson/pylibmc) - :star: 403 :fork_and_knife: 116 - 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: 551 :fork_and_knife: 87 - Turn your Python and JavaScript code into DOT flowcharts. * [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - :star: 1232 :fork_and_knife: 193 - A library that visualises the flow (call graph) of your Python application. * Linter * [:earth_americas: Flake8](https://pypi.python.org/pypi/flake8) - The modular source code checker: pep8, pyflakes and co. * [:octocat: pylama](https://github.com/klen/pylama) - :star: 522 :fork_and_knife: 62 - 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: 1296 :fork_and_knife: 108 - 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: 2478 :fork_and_knife: 226 - Python Command-line Application Tools. * [:earth_americas: colorama](https://pypi.python.org/pypi/colorama) - Cross-platform colored terminal text. * [:earth_americas: docopt](http://docopt.org/) - Pythonic command line arguments parser. * [:octocat: Gooey](https://github.com/chriskiehl/Gooey) - :star: 6396 :fork_and_knife: 392 - Turn command line programs into a full GUI application with one line * [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - :star: 5167 :fork_and_knife: 363 - A Library for building powerful interactive command lines. * Productivity Tools * [:octocat: aws-cli](https://github.com/aws/aws-cli) - :star: 7569 :fork_and_knife: 1577 - A universal command-line interface for Amazon Web Services. * [:octocat: bashplotlib](https://github.com/glamp/bashplotlib) - :star: 1124 :fork_and_knife: 70 - Making basic plots in the terminal. * [:octocat: caniusepython3](https://github.com/brettcannon/caniusepython3) - :star: 369 :fork_and_knife: 43 - Determine what projects are blocking you from porting to Python 3. * [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - :star: 8846 :fork_and_knife: 976 - A command-line utility that creates projects from cookiecutters (project templates). * [:octocat: doitlive](https://github.com/sloria/doitlive) - :star: 2333 :fork_and_knife: 79 - A tool for live presentations in the terminal. * [:octocat: howdoi](https://github.com/gleitz/howdoi) - :star: 7012 :fork_and_knife: 631 - Instant coding answers via the command line. * [:octocat: httpie](https://github.com/jkbrzt/httpie) - :star: 39748 :fork_and_knife: 2612 - A command line HTTP client, a user-friendly cURL replacement. * [:octocat: mycli](https://github.com/dbcli/mycli) - :star: 7063 :fork_and_knife: 427 - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting. * [:octocat: PathPicker](https://github.com/facebook/PathPicker) - :star: 4032 :fork_and_knife: 261 - Select files out of bash output. * [:octocat: percol](https://github.com/mooz/percol) - :star: 2682 :fork_and_knife: 131 - Adds flavor of interactive selection to the traditional pipe concept on UNIX. * [:octocat: pgcli](https://github.com/dbcli/pgcli) - :star: 7619 :fork_and_knife: 340 - Postgres CLI with autocompletion and syntax highlighting. * [:octocat: SAWS](https://github.com/donnemartin/saws) - :star: 3872 :fork_and_knife: 197 - A Supercharged AWS CLI. * [:octocat: thefuck](https://github.com/nvbn/thefuck) - :star: 40837 :fork_and_knife: 2029 - Correcting your previous console command. * [:octocat: try](https://github.com/timofurrer/try) - :star: 473 :fork_and_knife: 20 - 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: 509 :fork_and_knife: 48 - 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: 912 :fork_and_knife: 150 - A wrapper for Tesseract and Cuneiform. * [:octocat: pytesseract](https://github.com/madmaze/pytesseract) - :star: 1916 :fork_and_knife: 306 - 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: 986 :fork_and_knife: 169 - 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: 1419 :fork_and_knife: 99 - Magic decorator syntax for asynchronous code. * [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 5569 :fork_and_knife: 322 - 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: 911 :fork_and_knife: 75 - 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: 879 :fork_and_knife: 73 - 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: 566 :fork_and_knife: 119 - Python binding to the Networking and Cryptography (NaCl) library. ## Data Analysis *Libraries for data analyzing.* * [:octocat: Blaze](https://github.com/blaze/blaze) - :star: 2593 :fork_and_knife: 341 - NumPy and Pandas interface to Big Data. * [:octocat: Open Mining](https://github.com/mining/mining) - :star: 960 :fork_and_knife: 186 - 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: 1523 :fork_and_knife: 160 - 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: 2085 :fork_and_knife: 341 - An implementation of [JSON Schema](http://json-schema.org/) for Python. * [:octocat: schema](https://github.com/keleshev/schema) - :star: 1643 :fork_and_knife: 142 - A library for validating Python data structures. * [:octocat: Schematics](https://github.com/schematics/schematics) - :star: 2133 :fork_and_knife: 267 - Data Structure Validation. * [:octocat: valideer](https://github.com/podio/valideer) - :star: 216 :fork_and_knife: 15 - Lightweight extensible data validation and adaptation library. * [:octocat: voluptuous](https://github.com/alecthomas/voluptuous) - :star: 1375 :fork_and_knife: 166 - 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: 3303 :fork_and_knife: 319 - Declarative statistical visualization library for Python. * [:octocat: Bokeh](https://github.com/bokeh/bokeh) - :star: 8952 :fork_and_knife: 2393 - Interactive Web Plotting for Python. * [:octocat: ggplot](https://github.com/yhat/ggplot) - :star: 3427 :fork_and_knife: 540 - 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: 5715 :fork_and_knife: 903 - Statistical data visualization using Matplotlib. * [:octocat: VisPy](https://github.com/vispy/vispy) - :star: 1894 :fork_and_knife: 418 - 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: 2665 :fork_and_knife: 265 - 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: 1353 :fork_and_knife: 210 - 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: 4772 :fork_and_knife: 1035 - 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: 196 :fork_and_knife: 20 - A wrapper of the psycopg2 library for interacting with PostgreSQL. * [:octocat: txpostgres](https://github.com/wulczer/txpostgres) - :star: 101 :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: 3429 :fork_and_knife: 217 - 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: 995 :fork_and_knife: 397 - Python driver for Cassandra. * [:octocat: HappyBase](https://github.com/wbolster/happybase) - :star: 443 :fork_and_knife: 136 - A developer-friendly library for Apache HBase. * [:octocat: Plyvel](https://github.com/wbolster/plyvel) - :star: 249 :fork_and_knife: 43 - 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: 503 :fork_and_knife: 142 - Python Thrift driver for Cassandra. * [:earth_americas: PyMongo](https://docs.mongodb.org/ecosystem/drivers/python/) - The official Python client for MongoDB. * [:octocat: redis-py](https://github.com/andymccurdy/redis-py) - :star: 7125 :fork_and_knife: 1610 - The Redis Python Client. * [:octocat: telephus](https://github.com/driftx/Telephus) - :star: 93 :fork_and_knife: 29 - Twisted based client for Cassandra. * [:octocat: txRedis](https://github.com/deldotdr/txRedis) - :star: 118 :fork_and_knife: 37 - Twisted based client for Redis. ## Date and Time *Libraries for working with dates and times.* * [:octocat: arrow](https://github.com/crsmithdev/arrow) - :star: 5399 :fork_and_knife: 442 - Better dates & times for Python. * [:octocat: Chronyk](https://github.com/KoffeinFlummi/Chronyk) - :star: 270 :fork_and_knife: 9 - A Python 3 library for parsing human-written times and dates. * [:octocat: dateutil](https://github.com/dateutil/dateutil) - :star: 880 :fork_and_knife: 253 - Extensions to the standard Python [datetime](https://docs.python.org/2/library/datetime.html) module. * [:octocat: delorean](https://github.com/myusuf3/delorean/) - :star: 1504 :fork_and_knife: 90 - A library for clearing up the inconvenient truths that arise dealing with datetimes. * [:octocat: moment](https://github.com/zachwill/moment) - :star: 557 :fork_and_knife: 31 - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/). * [:octocat: Pendulum](https://github.com/sdispater/pendulum) - :star: 3125 :fork_and_knife: 153 - Python datetimes made easy. * [:octocat: PyTime](https://github.com/shinux/PyTime) - :star: 127 :fork_and_knife: 19 - A easy-use Python module which aims to operate date/time/datetime by string. * [:earth_americas: pytz](https://launchpad.net/pytz) - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python. * [:octocat: when.py](https://github.com/dirn/When.py) - :star: 174 :fork_and_knife: 15 - 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: 5247 :fork_and_knife: 818 - Display various debug information for Django. * [:octocat: django-devserver](https://github.com/dcramer/django-devserver) - :star: 1246 :fork_and_knife: 165 - A drop-in replacement for Django's runserver. * [:octocat: flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - :star: 676 :fork_and_knife: 105 - 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: 1509 :fork_and_knife: 65 - Debugger capable of attaching to and injecting code into Python processes. * [:octocat: wdb](https://github.com/Kozea/wdb) - :star: 1353 :fork_and_knife: 84 - 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: 2587 :fork_and_knife: 179 - Line-by-line profiling. * [:octocat: memory_profiler](https://github.com/fabianp/memory_profiler) - :star: 18 :fork_and_knife: 5 - Monitor Memory usage of Python code. * [:octocat: profiling](https://github.com/what-studio/profiling) - :star: 2823 :fork_and_knife: 110 - An interactive Python profiler. * Others * [:octocat: pyelftools](https://github.com/eliben/pyelftools) - :star: 755 :fork_and_knife: 274 - Parsing and analyzing ELF files and DWARF debugging information. * [:octocat: python-statsd](https://github.com/WoLpH/python-statsd) - :star: 99 :fork_and_knife: 38 - 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: 27002 :fork_and_knife: 16320 - A fast open framework for deep learning.. * [:octocat: Keras](https://github.com/fchollet/keras) - :star: 38161 :fork_and_knife: 14566 - 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: 120438 :fork_and_knife: 71955 - The most popular Deep Learning framework created by Google. * [:octocat: Theano](https://github.com/Theano/Theano) - :star: 8683 :fork_and_knife: 2483 - A library for fast numerical computation. ## DevOps Tools *Software and libraries for DevOps.* * [:octocat: Ansible](https://github.com/ansible/ansible) - :star: 35310 :fork_and_knife: 14333 - A radically simple IT automation platform. * [:earth_americas: Cloud-Init](http://cloudinit.readthedocs.io/) - A multi-distribution package that handles early initialization of a cloud instance. * [:octocat: cuisine](https://github.com/sebastien/cuisine) - :star: 1238 :fork_and_knife: 159 - 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: 1181 :fork_and_knife: 220 - Tools for writing awesome Fabric files. * [:octocat: honcho](https://github.com/nickstenning/honcho) - :star: 1205 :fork_and_knife: 114 - 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: 1430 :fork_and_knife: 345 - Controlling interactive programs in a pseudo-terminal like GNU expect. * [:octocat: psutil](https://github.com/giampaolo/psutil) - :star: 4513 :fork_and_knife: 724 - A cross-platform process and system utilities module. * [:octocat: SaltStack](https://github.com/saltstack/salt) - :star: 9635 :fork_and_knife: 4477 - Infrastructure automation and management system. * [:octocat: supervisor](https://github.com/Supervisor/supervisor) - :star: 5066 :fork_and_knife: 896 - 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: 1248 :fork_and_knife: 137 - 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: 4971 :fork_and_knife: 1081 - 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: 508 :fork_and_knife: 42 * [:earth_americas: MkDocs](http://www.mkdocs.org/) - Markdown friendly documentation generator. * [:octocat: pdoc](https://github.com/BurntSushi/pdoc) - :star: 564 :fork_and_knife: 80 - Epydoc replacement to auto generate API documentation for Python libraries. * [:octocat: Pycco](https://github.com/pycco-docs/pycco) - :star: 641 :fork_and_knife: 130 - The literate-programming-style documentation generator. ## Downloader *Libraries for downloading.* * [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - :star: 2898 :fork_and_knife: 728 - A command line tool for managing Amazon S3 and CloudFront. * [:octocat: s4cmd](https://github.com/bloomreach/s4cmd) - :star: 807 :fork_and_knife: 153 - 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: 303 :fork_and_knife: 94 - Unofficial Alipay API for Python. * [:octocat: Cartridge](https://github.com/stephenmcd/cartridge) - :star: 580 :fork_and_knife: 274 - 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: 1769 :fork_and_knife: 648 - A Django based shop system. * [:octocat: merchant](https://github.com/agiliq/merchant) - :star: 910 :fork_and_knife: 164 - A Django app to accept payments from various payment processors. * [:octocat: money](https://github.com/carlospalol/money) - :star: 154 :fork_and_knife: 17 - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution. * [:octocat: python-currencies](https://github.com/Alir3z4/python-currencies) - :star: 37 :fork_and_knife: 2 - Display money format and its filthy currencies. * [:earth_americas: shoop](https://www.shoop.io/en/) - An open source E-Commerce platform based on Django. ## Editor Plugins and IDEs * Emacs * [:octocat: Elpy](https://github.com/jorgenschaefer/elpy) - :star: 1357 :fork_and_knife: 178 - Emacs Python Development Environment. * Sublime Text * [:octocat: Anaconda](https://github.com/DamnWidget/anaconda) - :star: 1922 :fork_and_knife: 215 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. * [:octocat: SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - :star: 858 :fork_and_knife: 97 - A Sublime Text plugin to the awesome auto-complete library Jedi. * Vim * [:octocat: Jedi-vim](https://github.com/davidhalter/jedi-vim) - :star: 3819 :fork_and_knife: 320 - Vim bindings for the Jedi auto-completion library for Python. * [:octocat: Python-mode](https://github.com/klen/python-mode) - :star: 4537 :fork_and_knife: 851 - An all in one plugin for turning Vim into a Python IDE. * [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - :star: 18335 :fork_and_knife: 2073 - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. * Visual Studio * [:octocat: PTVS](https://github.com/Microsoft/PTVS) - :star: 2104 :fork_and_knife: 575 - Python Tools for Visual Studio. * Visual Studio Code * [:octocat: Python](https://github.com/DonJayamanne/pythonVSCode) - :star: 1882 :fork_and_knife: 473 - 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: 4113 :fork_and_knife: 826 - 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: 1280 :fork_and_knife: 145 - A email address and Mime parsing library. * [:octocat: imbox](https://github.com/martinrusev/imbox) - :star: 817 :fork_and_knife: 120 - Python IMAP for Humans. * [:octocat: inbox.py](https://github.com/kennethreitz/inbox.py) - :star: 1441 :fork_and_knife: 123 - Python SMTP Server for Humans. * [:octocat: lamson](https://github.com/zedshaw/lamson) - :star: 657 :fork_and_knife: 191 - Pythonic SMTP Application Server. * [:octocat: Marrow Mailer](https://github.com/marrow/mailer) - :star: 160 :fork_and_knife: 35 - High-performance extensible mail delivery framework. * [:octocat: modoboa](https://github.com/tonioo/modoboa) - :star: 1220 :fork_and_knife: 189 - A mail hosting and management platform including a modern and simplified Web UI. * [:octocat: Nylas Sync Engine](https://github.com/nylas/sync-engine) - :star: 3468 :fork_and_knife: 361 - Providing a RESTful API on top of a powerful email sync platform. * [:octocat: yagmail](https://github.com/kootenpv/yagmail) - :star: 1250 :fork_and_knife: 122 - Yet another Gmail/SMTP client. ## Environment Management *Libraries for Python version and environment management.* * [:octocat: p](https://github.com/qw3rtman/p) - :star: 745 :fork_and_knife: 40 - Dead simple interactive Python version management. * [:octocat: pyenv](https://github.com/yyuu/pyenv) - :star: 14270 :fork_and_knife: 1217 - Simple Python version management. * [:earth_americas: venv](https://docs.python.org/3/library/venv.html) - (Python standard library in Python 3.3+) Creating lightweight virtual environments. * [:earth_americas: virtualenv](https://pypi.python.org/pypi/virtualenv) - A tool to create isolated Python environments. * [:earth_americas: virtualenvwrapper](https://pypi.python.org/pypi/virtualenvwrapper) - A set of extensions to virtualenv. ## Files *Libraries for file manipulation and MIME type detection.* * [:earth_americas: imghdr](https://docs.python.org/2/library/imghdr.html) - (Python standard library) Determine the type of an image. * [:earth_americas: mimetypes](https://docs.python.org/2/library/mimetypes.html) - (Python standard library) Map filenames to MIME types. * [:octocat: path.py](https://github.com/jaraco/path.py) - :star: 838 :fork_and_knife: 114 - A module wrapper for [os.path](https://docs.python.org/2/library/os.path.html). * [:earth_americas: pathlib](https://pathlib.readthedocs.org/en/pep428/) - (Python standard library in Python 3.4+) An cross-platform, object-oriented path library. * [:octocat: python-magic](https://github.com/ahupp/python-magic) - :star: 1276 :fork_and_knife: 175 - A Python interface to the libmagic file type identification library. * [:octocat: Unipath](https://github.com/mikeorr/Unipath) - :star: 475 :fork_and_knife: 30 - An object-oriented approach to file/directory operations. * [:octocat: watchdog](https://github.com/gorakhargosh/watchdog) - :star: 3337 :fork_and_knife: 434 - API and shell utilities to monitor file system events. ## Foreign Function Interface *Libraries for providing foreign function interface.* * [:earth_americas: cffi](https://pypi.python.org/pypi/cffi) - Foreign Function Interface for Python calling C code. * [:earth_americas: ctypes](https://docs.python.org/2/library/ctypes.html) - (Python standard library) Foreign Function Interface for Python calling C code. * [:earth_americas: 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.* * [:octocat: Deform](https://github.com/Pylons/deform) - :star: 309 :fork_and_knife: 146 - Python HTML form generation library influenced by the formish form generation library. * [:octocat: django-bootstrap3](https://github.com/dyve/django-bootstrap3) - :star: 2087 :fork_and_knife: 690 - Bootstrap 3 integration with Django. * [:octocat: django-crispy-forms](https://github.com/maraujop/django-crispy-forms) - :star: 3440 :fork_and_knife: 596 - 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: 183 :fork_and_knife: 95 - A platform independent Django form serializer. * [:octocat: WTForms](https://github.com/wtforms/wtforms) - :star: 910 :fork_and_knife: 279 - A flexible forms validation and rendering library. ## Functional Programming *Functional Programming with Python.* * [:octocat: CyToolz](https://github.com/pytoolz/cytoolz/) - :star: 586 :fork_and_knife: 44 - Cython implementation of Toolz: High performance functional utilities. * [:octocat: fn.py](https://github.com/kachayev/fn.py) - :star: 2777 :fork_and_knife: 172 - Functional programming in Python: implementation of missing features to enjoy FP. * [:octocat: funcy](https://github.com/Suor/funcy) - :star: 1966 :fork_and_knife: 91 - A fancy and practical functional tools. * [:octocat: Toolz](https://github.com/pytoolz/toolz) - :star: 2169 :fork_and_knife: 158 - A collection of functional utilities for iterators, functions, and dictionaries. ## GUI *Libraries for working with graphical user interface applications.* * [:earth_americas: curses](https://docs.python.org/2/library/curses.html#module-curses) - Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal GUI applications. * [:octocat: enaml](https://github.com/nucleic/enaml) - :star: 718 :fork_and_knife: 85 - Creating beautiful user-interfaces with Declaratic Syntax like QML. * [:octocat: Flexx](https://github.com/zoofIO/flexx) - :star: 1873 :fork_and_knife: 178 - 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: 1883 :fork_and_knife: 315 - A Python native, OS native GUI toolkit. * [:earth_americas: urwid](http://urwid.org/) - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc. * [:earth_americas: wxPython](http://wxpython.org/) - A blending of the wxWidgets C++ class library with the Python. ## Game Development *Awesome game development libraries.* * [:earth_americas: Cocos2d](http://cocos2d.org/) - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications. It is based on pyglet. * [:earth_americas: Panda3D](https://www.panda3d.org/) - 3D game engine developed by Disney and maintained by Carnegie Mellon's Entertainment Technology Center. Written in C++, completely wrapped in Python. * [:earth_americas: Pygame](http://www.pygame.org/news.html) - Pygame is a set of Python modules designed for writing games. * [:earth_americas: PyOgre](http://www.ogre3d.org/tikiwiki/PyOgre) - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D. * [:earth_americas: PyOpenGL](http://pyopengl.sourceforge.net/) - Python ctypes bindings for OpenGL and it's related APIs. * [:earth_americas: PySDL2](http://pysdl2.readthedocs.io/) - A ctypes based wrapper for the SDL2 library. * [:earth_americas: 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: 634 :fork_and_knife: 149 - 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: 183 :fork_and_knife: 51 - Python API for MaxMind GeoIP Legacy Database. * [:octocat: geojson](https://github.com/frewsxcv/python-geojson) - :star: 393 :fork_and_knife: 62 - Python bindings and utilities for GeoJSON. * [:octocat: geopy](https://github.com/geopy/geopy) - :star: 2308 :fork_and_knife: 425 - Python Geocoding Toolbox. * [:octocat: pygeoip](https://github.com/appliedsec/pygeoip) - :star: 477 :fork_and_knife: 102 - Pure Python GeoIP API. ## HTML Manipulation *Libraries for working with HTML and XML.* * [:earth_americas: BeautifulSoup](https://www.crummy.com/software/BeautifulSoup/bs4/doc/) - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML. * [:octocat: bleach](https://github.com/mozilla/bleach) - :star: 1658 :fork_and_knife: 183 - 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: 757 :fork_and_knife: 219 - 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: 243 :fork_and_knife: 75 - Implements a XML/HTML/XHTML Markup safe string for Python. * [:octocat: pyquery](https://github.com/gawel/pyquery) - :star: 1641 :fork_and_knife: 146 - A jQuery-like library for parsing HTML. * [:octocat: untangle](https://github.com/stchris/untangle) - :star: 381 :fork_and_knife: 59 - 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: 3318 :fork_and_knife: 322 - Working with XML feel like you are working with JSON. ## HTTP *Libraries for working with HTTP.* * [:octocat: grequests](https://github.com/kennethreitz/grequests) - :star: 2903 :fork_and_knife: 280 - requests + gevent for asynchronous HTTP requests. * [:octocat: httplib2](https://github.com/jcgregorio/httplib2) - :star: 389 :fork_and_knife: 187 - 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: 454 :fork_and_knife: 122 - Python requests like API built on top of Twisted's HTTP client. * [:octocat: urllib3](https://github.com/shazow/urllib3) - :star: 1863 :fork_and_knife: 619 - 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: 805 :fork_and_knife: 197 - A module for cross-platform control of the mouse and keyboard. * [:octocat: scapy](https://github.com/secdev/scapy) - :star: 3504 :fork_and_knife: 788 - A brilliant packet manipulation library. * [:octocat: wifi](https://github.com/rockymeza/wifi) - :star: 237 :fork_and_knife: 126 - 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: 1230 :fork_and_knife: 90 - 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: 4466 :fork_and_knife: 297 - 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: 1245 :fork_and_knife: 61 - 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: 158 :fork_and_knife: 18 - 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: 627 :fork_and_knife: 104 - Nudity detection. * [:octocat: pagan](https://github.com/daboth/pagan) - :star: 122 :fork_and_knife: 14 - Retro identicon (Avatar) generation based on input string and hash. * [:octocat: pillow](https://github.com/python-pillow/Pillow) - :star: 5807 :fork_and_knife: 1161 - 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: 75 :fork_and_knife: 12 - Instagram-like image filters. * [:octocat: python-qrcode](https://github.com/lincolnloop/python-qrcode) - :star: 1660 :fork_and_knife: 320 - A pure Python QR Code generator. * [:octocat: Quads](https://github.com/fogleman/Quads) - :star: 823 :fork_and_knife: 79 - 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: 6583 :fork_and_knife: 601 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. * [:octocat: wand](https://github.com/dahlia/wand) - :star: 840 :fork_and_knife: 163 - 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: 1167 :fork_and_knife: 143 - 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: 3075 :fork_and_knife: 160 - 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: 83 :fork_and_knife: 33 - 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: 732 :fork_and_knife: 280 - 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: 677 :fork_and_knife: 70 - 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: 1061 :fork_and_knife: 89 - Writing crontab file in Python like a charm. * [:octocat: schedule](https://github.com/dbader/schedule) - :star: 5642 :fork_and_knife: 534 - Python job scheduling for humans. * [:octocat: Spiff](https://github.com/knipknap/SpiffWorkflow) - :star: 712 :fork_and_knife: 157 - A powerful workflow engine implemented in pure Python. * [:earth_americas: TaskFlow](http://docs.openstack.org/developer/taskflow/) - A Python library that helps to make task execution easy, consistent and reliable. ## Logging *Libraries for generating and working with logs.* * [:octocat: Eliot](https://github.com/ClusterHQ/eliot) - :star: 450 :fork_and_knife: 33 - Logging for complex & distributed systems. * [:earth_americas: logbook](http://pythonhosted.org/Logbook/) - Logging replacement for Python. * [:earth_americas: logging](https://docs.python.org/2/library/logging.html) - (Python standard library) Logging facility for Python. * [:octocat: Raven](https://github.com/getsentry/raven-python) - :star: 1601 :fork_and_knife: 805 - The Python client for Sentry. * [:earth_americas: Sentry](https://pypi.python.org/pypi/sentry) - A realtime logging and aggregation server. ## Machine Learning *Libraries for Machine Learning. See: [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning#python).* * [:octocat: gensim](https://github.com/piskvorky/gensim) - :star: 8615 :fork_and_knife: 3223 - 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: 5811 :fork_and_knife: 1566 - Numenta Platform for Intelligent Computing. * [:octocat: Pylearn2](https://github.com/lisa-lab/pylearn2) - :star: 2640 :fork_and_knife: 1083 - 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: 146 :fork_and_knife: 30 - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). ## MapReduce *Frameworks and libraries for MapReduce.* * [:octocat: dpark](https://github.com/douban/dpark) - :star: 2450 :fork_and_knife: 538 - Python clone of Spark, a MapReduce alike framework in Python. * [:octocat: dumbo](https://github.com/klbostee/dumbo) - :star: 1037 :fork_and_knife: 161 - Python module that allows one to easily write and run Hadoop programs. * [:octocat: luigi](https://github.com/spotify/luigi) - :star: 10897 :fork_and_knife: 1845 - A module that helps you build complex pipelines of batch jobs. * [:octocat: mrjob](https://github.com/Yelp/mrjob) - :star: 2367 :fork_and_knife: 570 - 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: 1350 :fork_and_knife: 208 - 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: 1429 :fork_and_knife: 274 - 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: 854 :fork_and_knife: 119 - A fast Python in-process signal/event dispatching system. * [:octocat: itsdangerous](https://github.com/pallets/itsdangerous) - :star: 1654 :fork_and_knife: 146 - Various helpers to pass trusted data to untrusted environments. * [:octocat: pluginbase](https://github.com/mitsuhiko/pluginbase) - :star: 764 :fork_and_knife: 118 - A simple but flexible plugin system for Python. * [:octocat: Pychievements](https://github.com/PacketPerception/pychievements) - :star: 109 :fork_and_knife: 7 - A framework for creating and tracking achievements. * [:earth_americas: Tryton](http://www.tryton.org/) - A general purpose business framework. ## Natural Language Processing *Libraries for working with human languages.* * [:octocat: Jieba](https://github.com/fxsjy/jieba) - :star: 17143 :fork_and_knife: 4571 - Chinese text segmentation. * [:octocat: langid.py](https://github.com/saffsd/langid.py) - :star: 1214 :fork_and_knife: 208 - 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: 3818 :fork_and_knife: 991 - 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: 5945 :fork_and_knife: 777 - Providing a consistent API for diving into common NLP tasks. * [:octocat: TextGrocery](https://github.com/2shou/TextGrocery) - :star: 610 :fork_and_knife: 193 - 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: 416 :fork_and_knife: 386 - 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: 13 :fork_and_knife: 5 - SDN based IXP implementation that leverages Mininet, POX and Pyretic. ## Networking *Libraries for networking programming.* * [:earth_americas: asyncio](https://docs.python.org/3/library/asyncio.html) - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks. * [:octocat: diesel](https://github.com/dieseldev/diesel) - :star: 567 :fork_and_knife: 59 - Greenlet-based event I/O Framework for Python. * [:octocat: pulsar](https://github.com/quantmind/pulsar) - :star: 1713 :fork_and_knife: 141 - 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: 144 :fork_and_knife: 47 - Twisted based wrapper for the ZeroMQ message library. ## News Feed *Libraries for building user's activities.* * [:octocat: django-activity-stream](https://github.com/justquick/django-activity-stream) - :star: 1502 :fork_and_knife: 407 - Generating generic activity streams from the actions on your site. * [:octocat: Stream-Framework](https://github.com/tschellenbach/Stream-Framework) - :star: 3947 :fork_and_knife: 463 - 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: 1794 :fork_and_knife: 99 * [:octocat: Peewee](https://github.com/coleifer/peewee) - :star: 6077 :fork_and_knife: 1017 - 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: 803 :fork_and_knife: 208 - Django MongoDB Backend. * [:octocat: flywheel](https://github.com/mathcamp/flywheel) - :star: 112 :fork_and_knife: 25 - Object mapper for Amazon DynamoDB. * [:octocat: hot-redis](https://github.com/stephenmcd/hot-redis) - :star: 244 :fork_and_knife: 22 - Rich Python data types for Redis. * [:earth_americas: MongoEngine](http://mongoengine.org/) - A Python Object-Document-Mapper for working with MongoDB. * [:octocat: PynamoDB](https://github.com/jlafon/PynamoDB) - :star: 847 :fork_and_knife: 222 - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). * [:octocat: redisco](https://github.com/kiddouk/redisco) - :star: 419 :fork_and_knife: 81 - A Python Library for Simple Models and Containers Persisted in Redis. * Others * [:octocat: butterdb](https://github.com/Widdershin/butterdb) - :star: 340 :fork_and_knife: 13 - A Python ORM for Google Drive Spreadsheets. * [:octocat: dataset](https://github.com/pudo/dataset) - :star: 3429 :fork_and_knife: 217 - 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: 2699 :fork_and_knife: 672 - 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: 3114 :fork_and_knife: 306 - 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: 2068 :fork_and_knife: 512 - 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: 346 :fork_and_knife: 107 - Local PyPI server (custom packages and auto-mirroring of pypi). ## Permissions *Libraries that allow or deny users access to data or functionality.* * [:octocat: Carteblanche](https://github.com/neuman/python-carteblanche/) - :star: 38 :fork_and_knife: 2 - Module to align code with thoughts of users and designers. Also magically handles navigation and permissions. * [:octocat: django-guardian](https://github.com/django-guardian/django-guardian) - :star: 2120 :fork_and_knife: 430 - Implementation of per object permissions for Django 1.2+ * [:octocat: django-rules](https://github.com/dfunckt/django-rules) - :star: 811 :fork_and_knife: 68 - 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: 2226 :fork_and_knife: 271 - Python [subprocess](https://docs.python.org/2/library/subprocess.html) for Humans™. * [:earth_americas: sarge](http://sarge.readthedocs.io/) - Yet another wrapper for subprocess. * [:octocat: sh](https://github.com/amoffat/sh) - :star: 4813 :fork_and_knife: 384 - 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: 2073 :fork_and_knife: 216 - Little multi-threaded task queue. * [:octocat: mrq](https://github.com/pricingassistant/mrq) - :star: 732 :fork_and_knife: 89 - 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: 140 :fork_and_knife: 17 - 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: 31 :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: 6 :fork_and_knife: 3 - REST API framework powered by Flask, MongoDB and good intentions. * [:octocat: flask-api-utils](https://github.com/marselester/flask-api-utils) - :star: 47 :fork_and_knife: 4 - Taking care of API representation and authentication for Flask. * [:earth_americas: flask-api](http://www.flaskapi.org/) - Browsable Web APIs for Flask. * [:octocat: flask-restful](https://github.com/flask-restful/flask-restful) - :star: 4418 :fork_and_knife: 731 - Quickly building REST APIs for Flask. * [:octocat: flask-restless](https://github.com/jfinkels/flask-restless) - :star: 956 :fork_and_knife: 279 - Generating RESTful APIs for database models defined with SQLAlchemy. * Pyramid * [:octocat: cornice](https://github.com/mozilla-services/cornice) - :star: 337 :fork_and_knife: 139 - 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: 5558 :fork_and_knife: 318 - 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: 733 :fork_and_knife: 85 - Framework agnostic REST framework based on lessons learned from Tastypie. * [:octocat: ripozo](https://github.com/vertical-knowledge/ripozo) - :star: 187 :fork_and_knife: 20 - Quickly creating REST/HATEOAS/Hypermedia APIs. * [:octocat: sandman](https://github.com/jeffknupp/sandman) - :star: 2311 :fork_and_knife: 179 - Automated REST APIs for existing database-driven systems. ## RPC Servers *RPC-compatible servers.* * [:octocat: SimpleJSONRPCServer](https://github.com/joshmarshall/jsonrpclib/) - :star: 386 :fork_and_knife: 129 - This library is an implementation of the JSON-RPC specification. * [:earth_americas: SimpleXMLRPCServer](https://docs.python.org/2/library/simplexmlrpcserver.html) - (Python standard library) Simple XML-RPC server implementation, single-threaded. * [:octocat: zeroRPC](https://github.com/0rpc/zerorpc-python) - :star: 2376 :fork_and_knife: 305 - 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: 649 :fork_and_knife: 286 - Providing best-practice pipelines for fully automated high throughput sequencing analysis. * [:octocat: bccb](https://github.com/chapmanb/bcbb) - :star: 432 :fork_and_knife: 197 - 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: 3933 :fork_and_knife: 970 - 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: 3619 :fork_and_knife: 1512 - Statistical modeling and econometrics in Python. * [:octocat: SymPy](https://github.com/sympy/sympy) - :star: 5551 :fork_and_knife: 2504 - A Python library for symbolic mathematics. * [:octocat: Zipline](https://github.com/quantopian/zipline) - :star: 8300 :fork_and_knife: 2595 - 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: 2637 :fork_and_knife: 1113 - Modular search for Django. * [:octocat: elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - :star: 2239 :fork_and_knife: 497 - 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: 94 :fork_and_knife: 12 - ElasticSearch ODM (Object Document Mapper) for Python. * [:octocat: solrpy](https://github.com/edsu/solrpy) - :star: 34 :fork_and_knife: 20 - 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: 3296 :fork_and_knife: 373 - 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: 7548 :fork_and_knife: 540 - Build, deploy, and manage [AWS Lambda](https://aws.amazon.com/lambda/) functions with ease. * [:octocat: python-lambda](https://github.com/nficano/python-lambda) - :star: 862 :fork_and_knife: 148 - A toolkit for developing and deploying Python code in AWS Lambda. * [:octocat: Zappa](https://github.com/Miserlou/Zappa) - :star: 8583 :fork_and_knife: 918 - 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: 3316 :fork_and_knife: 502 - A module for Tabular Datasets in XLS, CSV, JSON, YAML. * Office * [:octocat: Marmir](https://github.com/brianray/mm) - :star: 152 :fork_and_knife: 20 - Takes Python data structures and turns them into spreadsheets. * [:earth_americas: openpyxl](https://openpyxl.readthedocs.io/) - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files. * [:octocat: pyexcel](https://github.com/pyexcel/pyexcel) - :star: 603 :fork_and_knife: 98 - 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: 1541 :fork_and_knife: 475 - 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: 1466 :fork_and_knife: 303 - 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: 853 :fork_and_knife: 247 - Writing and reading data and formatting information from Excel files. * PDF * [:octocat: PDFMiner](https://github.com/euske/pdfminer) - :star: 3314 :fork_and_knife: 1093 - A tool for extracting information from PDF documents. * [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - :star: 2329 :fork_and_knife: 598 - 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: 1405 :fork_and_knife: 146 - Fastest and full featured pure Python parsers of Markdown. * [:octocat: Python-Markdown](https://github.com/waylan/Python-Markdown) - :star: 1636 :fork_and_knife: 399 - 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: 3644 :fork_and_knife: 471 - Utilities for converting to and working with CSV. * Archive * [:octocat: unp](https://github.com/mitsuhiko/unp) - :star: 337 :fork_and_knife: 61 - A command line tool that can unpack archives easily. ## Static Site Generator *Static site generator is a software that takes some text + templates as input and produces HTML files on the output.* * [:octocat: Cactus](https://github.com/koenbok/Cactus/) - :star: 3267 :fork_and_knife: 311 - 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: 2037 :fork_and_knife: 494 - 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: 5851 :fork_and_knife: 1121 - 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 * [:octocat: hypothesis](https://github.com/HypothesisWorks/hypothesis-python) - :star: 3233 :fork_and_knife: 313 - 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: 1258 :fork_and_knife: 351 - A nicer unittest for Python. * [:octocat: nose2](https://github.com/nose-devs/nose2) - :star: 522 :fork_and_knife: 115 - 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: 2997 :fork_and_knife: 983 - A generic test automation framework. * [:earth_americas: unittest](https://docs.python.org/2/library/unittest.html) - (Python standard library) Unit testing framework. * Test Runners * [:octocat: green](https://github.com/CleanCut/green) - :star: 583 :fork_and_knife: 60 - A clean, colorful test runner. * [:earth_americas: tox](https://tox.readthedocs.io/) - Auto builds and tests distributions in multiple Python versions * GUI / Web Testing * [:octocat: locust](https://github.com/locustio/locust) - :star: 9247 :fork_and_knife: 1342 - Scalable user load testing tool written in Python. * [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - :star: 2413 :fork_and_knife: 356 - 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: 1534 :fork_and_knife: 179 - A language-agnostic A/B Testing framework. * [:octocat: splinter](https://github.com/cobrateam/splinter) - :star: 1961 :fork_and_knife: 428 - Open source tool for testing web applications. * Mock * [:earth_americas: doublex](https://pypi.python.org/pypi/doublex) - Powerful test doubles framework for Python. * [:octocat: freezegun](https://github.com/spulec/freezegun) - :star: 1789 :fork_and_knife: 149 - Travel through time by mocking the datetime module. * [:octocat: httmock](https://github.com/patrys/httmock) - :star: 361 :fork_and_knife: 38 - A mocking library for requests for Python 2.6+ and 3.2+. * [:octocat: httpretty](https://github.com/gabrielfalcao/HTTPretty) - :star: 1657 :fork_and_knife: 226 - 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: 2204 :fork_and_knife: 202 - A utility library for mocking out the requests Python library. * [:octocat: VCR.py](https://github.com/kevin1024/vcrpy) - :star: 1341 :fork_and_knife: 197 - Record and replay HTTP interactions on your tests. * Object Factories * [:octocat: factory_boy](https://github.com/rbarrois/factory_boy) - :star: 1689 :fork_and_knife: 233 - A test fixtures replacement for Python. * [:octocat: mixer](https://github.com/klen/mixer) - :star: 572 :fork_and_knife: 62 - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc. * [:octocat: model_mommy](https://github.com/vandersonmota/model_mommy) - :star: 868 :fork_and_knife: 159 - Creating random fixtures for testing in Django. * Code Coverage * [:earth_americas: coverage](https://pypi.python.org/pypi/coverage) - Code coverage measurement. * Fake Data * [:octocat: church](https://github.com/lk-geimfari/church) - :star: 2270 :fork_and_knife: 193 - is a Python library that help you generate fake data. * [:octocat: fake2db](https://github.com/emirozer/fake2db) - :star: 1937 :fork_and_knife: 101 - Fake database generator. * [:octocat: faker](https://github.com/joke2k/faker) - :star: 7306 :fork_and_knife: 863 - 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: 3300 :fork_and_knife: 141 - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not. ## Text Processing *Libraries for parsing and manipulating plain texts.* * General * [:octocat: chardet](https://github.com/chardet/chardet) - :star: 1075 :fork_and_knife: 153 - 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: 2405 :fork_and_knife: 74 - Makes Unicode text less broken and more consistent automagically. * [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - :star: 5186 :fork_and_knife: 549 - Fuzzy String Matching. * [:octocat: Levenshtein](https://github.com/ztane/python-Levenshtein/) - :star: 574 :fork_and_knife: 91 - Fast computation of Levenshtein distance and string similarity. * [:octocat: pangu.py](https://github.com/vinta/pangu.py) - :star: 91 :fork_and_knife: 16 - Spacing texts for CJK and alphanumerics. * [:octocat: pyfiglet](https://github.com/pwaller/pyfiglet) - :star: 393 :fork_and_knife: 45 - An implementation of figlet written in Python. * [:octocat: shortuuid](https://github.com/stochastic-technologies/shortuuid) - :star: 1009 :fork_and_knife: 72 - 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: 151 :fork_and_knife: 19 - Print readable chars instead of the escaped string. * [:octocat: xpinyin](https://github.com/lxneng/xpinyin) - :star: 608 :fork_and_knife: 144 - A library to translate Chinese hanzi (??) to pinyin (??). * Slugify * [:octocat: awesome-slugify](https://github.com/dimka665/awesome-slugify) - :star: 409 :fork_and_knife: 28 - A Python slugify library that can preserve unicode. * [:octocat: python-slugify](https://github.com/un33k/python-slugify) - :star: 624 :fork_and_knife: 61 - A Python slugify library that translates unicode to ASCII. * [:octocat: unicode-slugify](https://github.com/mozilla/unicode-slugify) - :star: 277 :fork_and_knife: 48 - A slugifier that generates unicode slugs with Django as a dependency. * Parser * [:octocat: phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - :star: 2067 :fork_and_knife: 260 - 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: 307 :fork_and_knife: 51 - Parsing human names into their individual components. * [:octocat: python-user-agents](https://github.com/selwin/python-user-agents) - :star: 847 :fork_and_knife: 146 - Browser user agent parser. * [:octocat: sqlparse](https://github.com/andialbrecht/sqlparse) - :star: 1508 :fork_and_knife: 325 - A non-validating SQL parser. ## Third-party APIs *Libraries for accessing third party services APIs. See: [List of Python API Wrappers and Libraries](https://github.com/realpython/list-of-python-api-wrappers).* * [:earth_americas: apache-libcloud](https://libcloud.apache.org/) - One Python library for all clouds. * [:octocat: boto3](https://github.com/boto/boto3) - :star: 4129 :fork_and_knife: 865 - Python interface to Amazon Web Services. * [:octocat: django-wordpress](https://github.com/sunlightlabs/django-wordpress/) - :star: 287 :fork_and_knife: 71 - WordPress models and views for Django. * [:octocat: facebook-sdk](https://github.com/mobolic/facebook-sdk) - :star: 2376 :fork_and_knife: 871 - Facebook Platform Python SDK. * [:octocat: facepy](https://github.com/jgorset/facepy) - :star: 785 :fork_and_knife: 201 - Facepy makes it really easy to interact with Facebook's Graph API * [:octocat: gmail](https://github.com/charlierguo/gmail) - :star: 1552 :fork_and_knife: 340 - A Pythonic interface for Gmail. * [:octocat: google-api-python-client](https://github.com/google/google-api-python-client) - :star: 2499 :fork_and_knife: 1168 - Google APIs Client Library for Python. * [:octocat: gspread](https://github.com/burnash/gspread) - :star: 3850 :fork_and_knife: 588 - Google Spreadsheets Python API. * [:octocat: twython](https://github.com/ryanmcgrath/twython) - :star: 1596 :fork_and_knife: 363 - A Python wrapper for the Twitter API. ## URL Manipulation *Libraries for parsing URLs.* * [:octocat: furl](https://github.com/gruns/furl) - :star: 1511 :fork_and_knife: 96 - A small Python library that makes manipulating URLs simple. * [:octocat: purl](https://github.com/codeinthehole/purl) - :star: 223 :fork_and_knife: 24 - A simple, immutable URL class with a clean API for interrogation and manipulation. * [:octocat: pyshorteners](https://github.com/ellisonleao/pyshorteners) - :star: 219 :fork_and_knife: 33 - A pure Python URL shortening lib. * [:octocat: short_url](https://github.com/Alir3z4/python-short_url) - :star: 127 :fork_and_knife: 24 - Python implementation for generating Tiny URL and bit.ly-like URLs. * [:octocat: webargs](https://github.com/sloria/webargs) - :star: 748 :fork_and_knife: 105 - A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, and Pyramid. ## Video *Libraries for manipulating video and GIFs.* * [:earth_americas: moviepy](http://zulko.github.io/moviepy/) - A module for script-based movie editing with many formats, including animated GIFs. * [:octocat: scikit-video](https://github.com/aizvorski/scikit-video) - :star: 87 :fork_and_knife: 16 - Video processing routines for SciPy. ## WSGI Servers *WSGI-compatible web servers.* * [: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: 106 :fork_and_knife: 4 - Asynchronous, very fast. * [:earth_americas: paste](http://pythonpaste.org/) - Multi-threaded, stable, tried and tested. * [:earth_americas: rocket](https://pypi.python.org/pypi/rocket) - Multi-threaded. * [:earth_americas: uWSGI](https://uwsgi-docs.readthedocs.io/) - A project aims at developing a full stack for building hosting services, written in C. * [:earth_americas: waitress](https://waitress.readthedocs.io/) - Multi-threaded, powers Pyramid. * [:earth_americas: Werkzeug](http://werkzeug.pocoo.org/) - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects. ## Web Content Extracting *Libraries for extracting web contents.* * [:octocat: Haul](https://github.com/vinta/Haul) - :star: 136 :fork_and_knife: 35 - An Extensible Image Crawler. * [:octocat: html2text](https://github.com/Alir3z4/html2text) - :star: 628 :fork_and_knife: 129 - Convert HTML to Markdown-formatted text. * [:octocat: lassie](https://github.com/michaelhelmick/lassie) - :star: 445 :fork_and_knife: 34 - Web Content Retrieval for Humans. * [:octocat: micawber](https://github.com/coleifer/micawber) - :star: 425 :fork_and_knife: 67 - A small library for extracting rich content from URLs. * [:octocat: newspaper](https://github.com/codelucas/newspaper) - :star: 7463 :fork_and_knife: 1250 - News extraction, article extraction and content curation in Python. * [:octocat: opengraph](https://github.com/erikriver/opengraph) - :star: 146 :fork_and_knife: 72 - A Python module to parse the Open Graph Protocol * [:octocat: python-goose](https://github.com/grangier/python-goose) - :star: 3268 :fork_and_knife: 711 - HTML Content/Article Extractor. * [:octocat: python-readability](https://github.com/buriy/python-readability) - :star: 1566 :fork_and_knife: 266 - Fast Python port of arc90's readability tool. * [:octocat: sanitize](https://github.com/Alir3z4/python-sanitize) - :star: 57 :fork_and_knife: 6 - Bringing sanity to world of messed-up data. * [:octocat: sumy](https://github.com/miso-belica/sumy) - :star: 1785 :fork_and_knife: 338 - A module for automatic summarization of text documents and HTML pages. * [:octocat: textract](https://github.com/deanmalmgren/textract) - :star: 2427 :fork_and_knife: 304 - Extract text from any document, Word, PowerPoint, PDFs, etc. ## Web Crawling *Libraries for scraping websites.* * [:octocat: cola](https://github.com/chineking/cola) - :star: 1326 :fork_and_knife: 531 - A distributed crawling framework. * [:octocat: Demiurge](https://github.com/matiasb/demiurge) - :star: 88 :fork_and_knife: 12 - 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: 3101 :fork_and_knife: 255 - A Python library for automating interaction with websites. * [:octocat: portia](https://github.com/scrapinghub/portia) - :star: 6705 :fork_and_knife: 1046 - Visual scraping for Scrapy. * [:octocat: pyspider](https://github.com/binux/pyspider) - :star: 12698 :fork_and_knife: 3127 - A powerful spider system. * [:octocat: RoboBrowser](https://github.com/jmcarp/robobrowser) - :star: 3251 :fork_and_knife: 279 - A simple, Pythonic library for browsing the web without a standalone web browser. * [:earth_americas: Scrapy](http://scrapy.org/) - A fast high-level screen scraping and web crawling framework. ## Web Frameworks *Full stack web frameworks.* * [:earth_americas: Bottle](http://bottlepy.org/docs/dev/index.html) - A fast, simple and lightweight WSGI micro web-framework. * [:earth_americas: CherryPy](http://www.cherrypy.org/) - A minimalist Python web framework, HTTP/1.1-compliant and WSGI thread-pooled. * [:earth_americas: Django](https://www.djangoproject.com/) - The most popular web framework in Python. * [:earth_americas: Flask](http://flask.pocoo.org/) - A microframework for Python. * [:octocat: awesome-flask](https://github.com/humiaozuzu/awesome-flask) - :star: 6719 :fork_and_knife: 1031 * [: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: 448 :fork_and_knife: 51 * [:earth_americas: Tornado](http://www.tornadoweb.org/en/latest/) - A Web framework and asynchronous networking library. * [:earth_americas: TurboGears](http://www.turbogears.org/) - A microframework that can scale up to a full stack solution. ## WebSocket *Libraries for working with WebSocket.* * [:octocat: AutobahnPython](https://github.com/crossbario/autobahn-python) - :star: 1954 :fork_and_knife: 552 - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). * [:octocat: Crossbar](https://github.com/crossbario/crossbar/) - :star: 1605 :fork_and_knife: 222 - Open-source Unified Application Router (Websocket & WAMP for Python on Autobahn). * [:octocat: django-socketio](https://github.com/stephenmcd/django-socketio) - :star: 1175 :fork_and_knife: 235 - WebSockets for Django. * [:octocat: WebSocket-for-Python](https://github.com/Lawouach/WebSocket-for-Python) - :star: 1020 :fork_and_knife: 251 - WebSocket client and server library for Python 2 and 3 as well as PyPy. # Services Online tools and APIs to simplify development. ## Continuous Integration *See: [awesome-CIandCD](https://github.com/ciandcd/awesome-ciandcd#online-build-system).* * [:earth_americas: CircleCI](https://circleci.com/) - A CI service that can run very fast parallel testing. (GitHub only) * [:earth_americas: Travis CI](https://travis-ci.org) - A popular CI service for your open source and [private](https://travis-ci.com) projects. (GitHub only) * [:earth_americas: Vexor CI](https://vexor.io) - A continuous integration tool for private apps with pay-per-minute billing model. * [:earth_americas: Wercker](http://wercker.com/) - A Docker-based platform for building and deploying applications and microservices. ## Code Quality * [:earth_americas: Codacy](https://www.codacy.com/) - Automated Code Review to ship better code, faster. Free for Open Source. * [:earth_americas: Codecov](https://codecov.io/) - Code coverage dashboard. * [:earth_americas: Landscape](https://landscape.io/) - Hosted continuous Python code metrics. * [:earth_americas: QuantifiedCode](https://www.quantifiedcode.com/) - A data-driven, automated, continuous code review tool. # Resources Where to discover new Python libraries. ## Podcasts * [: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: 101601 :fork_and_knife: 13423 * [:octocat: lists](https://github.com/jnv/lists) - :star: 5545 :fork_and_knife: 488 * Python * [:octocat: pycrumbs](https://github.com/kirang89/pycrumbs) - :star: 2806 :fork_and_knife: 678 * [:octocat: python-github-projects](https://github.com/checkcheckzz/python-github-projects) - :star: 536 :fork_and_knife: 149 * [:octocat: python_reference](https://github.com/rasbt/python_reference) - :star: 2102 :fork_and_knife: 523 * [:octocat: pythonidae](https://github.com/svaksha/pythonidae) - :star: 686 :fork_and_knife: 150