2015-08-31 17:58:53 +00:00
# Awesome Python [](https://github.com/sindresorhus/awesome)
2014-06-27 21:00:06 +00:00
2016-03-20 09:12:13 +00:00
A curated list of awesome Python frameworks, libraries, software and resources.
Inspired by [awesome-php ](https://github.com/ziadoz/awesome-php ).
2014-06-27 21:04:05 +00:00
- [Awesome Python ](#awesome-python )
2017-01-10 18:52:09 +00:00
- [Admin Panels ](#admin-panels )
- [Algorithms and Design Patterns ](#algorithms-and-design-patterns )
- [Anti-spam ](#anti-spam )
- [Asset Management ](#asset-management )
- [Audio ](#audio )
- [Authentication ](#authentication )
2014-07-03 16:21:14 +00:00
- [Build Tools ](#build-tools )
2016-11-12 14:27:45 +00:00
- [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 )
2014-06-27 21:04:05 +00:00
- [Date and Time ](#date-and-time )
2016-11-12 14:27:45 +00:00
- [Debugging Tools ](#debugging-tools )
- [Deep Learning ](#deep-learning )
- [DevOps Tools ](#devops-tools )
- [Distribution ](#distribution )
2014-07-03 08:24:06 +00:00
- [Documentation ](#documentation )
2014-07-17 21:39:01 +00:00
- [Downloader ](#downloader )
2016-11-12 14:27:45 +00:00
- [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 )
2014-06-27 21:04:05 +00:00
- [Geolocation ](#geolocation )
2016-11-12 14:27:45 +00:00
- [GUI ](#gui )
- [Hardware ](#hardware )
- [High Performance ](#high-performance )
- [HTML Manipulation ](#html-manipulation )
2014-06-27 21:04:05 +00:00
- [HTTP ](#http )
2016-11-12 14:27:45 +00:00
- [Imagery ](#imagery )
2017-01-10 18:50:48 +00:00
- [Implementations ](#implementations )
2016-11-12 14:27:45 +00:00
- [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 )
2016-12-22 10:16:18 +00:00
- [Network Virtualization ](#network-virtualization )
2016-11-12 14:27:45 +00:00
- [Networking ](#networking )
- [News Feed ](#news-feed )
2014-06-27 21:04:05 +00:00
- [ORM ](#orm )
2016-11-12 14:27:45 +00:00
- [Package Management ](#package-management )
- [Package Repositories ](#package-repositories )
2014-07-03 22:32:51 +00:00
- [Permissions ](#permissions )
2016-11-12 14:27:45 +00:00
- [Processes ](#processes )
2014-06-27 21:04:05 +00:00
- [Queue ](#queue )
- [RESTful API ](#restful-api )
2016-11-12 14:27:45 +00:00
- [RPC Servers ](#rpc-servers )
- [Science ](#science )
2014-06-27 21:04:05 +00:00
- [Search ](#search )
2015-10-19 08:53:59 +00:00
- [Serialization ](#serialization )
2016-11-12 14:27:45 +00:00
- [Serverless Frameworks ](#serverless-frameworks )
- [Specific Formats Processing ](#specific-formats-processing )
- [Static Site Generator ](#static-site-generator )
- [Tagging ](#tagging )
2014-06-27 21:04:05 +00:00
- [Template Engine ](#template-engine )
2016-11-12 14:27:45 +00:00
- [Testing ](#testing )
- [Text Processing ](#text-processing )
- [Third-party APIs ](#third-party-apis )
2014-06-27 21:04:05 +00:00
- [URL Manipulation ](#url-manipulation )
2016-11-12 14:27:45 +00:00
- [Video ](#video )
2014-06-27 21:04:05 +00:00
- [Web Content Extracting ](#web-content-extracting )
2016-11-12 14:27:45 +00:00
- [Web Crawling ](#web-crawling )
- [Web Frameworks ](#web-frameworks )
2014-07-02 09:19:34 +00:00
- [WebSocket ](#websocket )
2014-07-03 07:36:22 +00:00
- [WSGI Servers ](#wsgi-servers )
2015-09-02 13:10:18 +00:00
- [Services ](#services )
2015-09-03 12:56:32 +00:00
- [Code Quality ](#code-quality )
2016-11-12 14:27:45 +00:00
- [Continuous Integration ](#continuous-integration )
2014-07-01 18:30:10 +00:00
- [Resources ](#resources )
2016-06-24 06:58:12 +00:00
- [Podcasts ](#podcasts )
2016-11-12 14:27:45 +00:00
- [Twitter ](#twitter )
2014-06-27 21:04:05 +00:00
- [Websites ](#websites )
2014-06-30 15:40:50 +00:00
- [Weekly ](#weekly )
2014-07-10 05:38:27 +00:00
- [Other Awesome Lists ](#other-awesome-lists )
2014-07-12 13:18:59 +00:00
- [Contributing ](#contributing )
2014-06-27 21:04:05 +00:00
2015-05-15 14:05:51 +00:00
- - -
2014-08-03 07:05:33 +00:00
2016-11-12 14:27:45 +00:00
## Admin Panels
2016-10-21 15:17:33 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for administrative interfaces.*
2016-10-21 15:17:33 +00:00
2016-11-12 14:27:45 +00:00
* [Ajenti ](https://github.com/Eugeny/ajenti ) - The admin panel your servers deserve.
* [django-suit ](http://djangosuit.com/ ) - Alternative Django Admin-Interface (free only for Non-commercial use).
* [django-xadmin ](https://github.com/sshwsfc/xadmin ) - Drop-in replacement of Django admin comes with lots of goodies.
* [flask-admin ](https://github.com/flask-admin/flask-admin ) - Simple and extensible administrative interface framework for Flask.
* [flower ](https://github.com/mher/flower ) - Real-time monitor and web admin for Celery.
* [Grappelli ](http://grappelliproject.com ) - A jazzy skin for the Django Admin-Interface.
* [Wooey ](https://github.com/wooey/wooey ) - A Django app which creates automatic web UIs for Python scripts.
2016-10-21 15:17:33 +00:00
2016-11-12 14:27:45 +00:00
## Algorithms and Design Patterns
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Python implementation of algorithms and design patterns.*
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [algorithms ](https://github.com/nryoung/algorithms ) - A module of algorithms for Python.
2016-11-18 06:31:54 +00:00
* [PyPattyrn ](https://github.com/tylerlaberge/PyPattyrn ) - A simple yet effective library for implementing common design patterns.
2016-11-12 14:27:45 +00:00
* [python-patterns ](https://github.com/faif/python-patterns ) - A collection of design patterns in Python.
* [sortedcontainers ](http://www.grantjenks.com/docs/sortedcontainers/ ) - Fast, pure-Python implementation of SortedList, SortedDict, and SortedSet types.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Anti-spam
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for fighting spam.*
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [django-simple-captcha ](https://github.com/mbi/django-simple-captcha ) - A simple and highly customizable Django app to add captcha images to any Django form.
* [django-simple-spam-blocker ](https://github.com/moqada/django-simple-spam-blocker ) - Simple spam blocker for Django.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Asset Management
2014-08-20 15:48:55 +00:00
2016-11-12 14:27:45 +00:00
*Tools for managing, compressing and minifying website assets.*
2014-08-20 15:48:55 +00:00
2016-11-12 14:27:45 +00:00
* [django-compressor ](https://github.com/django-compressor/django-compressor ) - Compresses linked and inline JavaScript or CSS into a single cached file.
* [django-pipeline ](https://github.com/jazzband/django-pipeline ) - An asset packaging library for Django.
* [django-storages ](https://github.com/jschneier/django-storages ) - A collection of custom storage back ends for Django.
* [fanstatic ](http://www.fanstatic.org/en/latest/ ) - Packages, optimizes, and serves static file dependencies as Python packages.
* [fileconveyor ](http://fileconveyor.org/ ) - A daemon to detect and sync files to CDNs, S3 and FTP.
* [flask-assets ](https://github.com/miracle2k/flask-assets ) - Helps you integrate webassets into your Flask app.
* [jinja-assets-compressor ](https://github.com/jaysonsantos/jinja-assets-compressor ) - A Jinja extension to compile and compress your assets.
* [webassets ](https://github.com/miracle2k/webassets ) - Bundles, optimizes, and manages unique cache-busting URLs for static resources.
2014-08-20 15:48:55 +00:00
2016-11-12 14:27:45 +00:00
## Audio
2014-07-02 17:07:39 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for manipulating audio.*
2014-07-02 17:07:39 +00:00
2016-11-12 14:27:45 +00:00
* [audiolazy ](https://github.com/danilobellini/audiolazy ) - Expressive Digital Signal Processing (DSP) package for Python.
* [audioread ](https://github.com/beetbox/audioread ) - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.
* [beets ](http://beets.io/ ) - A music library manager and [MusicBrainz ](https://musicbrainz.org/ ) tagger.
* [dejavu ](https://github.com/worldveil/dejavu ) - Audio fingerprinting and recognition.
* [django-elastic-transcoder ](https://github.com/StreetVoice/django-elastic-transcoder ) - Django + [Amazon Elastic Transcoder ](http://aws.amazon.com/elastictranscoder/ ).
* [eyeD3 ](http://eyed3.nicfit.net/ ) - A tool for working with audio files, specifically MP3 files containing ID3 metadata.
* [id3reader ](http://nedbatchelder.com/code/modules/id3reader.py ) - A Python module for reading MP3 meta data.
* [m3u8 ](https://github.com/globocom/m3u8 ) - A module for parsing m3u8 file.
* [mingus ](http://bspaans.github.io/python-mingus/ ) - An advanced music theory and notation package with MIDI file and playback support.
* [mutagen ](https://bitbucket.org/lazka/mutagen ) - A Python module to handle audio metadata.
* [pydub ](https://github.com/jiaaro/pydub ) - Manipulate audio with a simple and easy high level interface.
* [pyechonest ](https://github.com/echonest/pyechonest ) - Python client for the [Echo Nest ](http://developer.echonest.com/ ) API.
* [talkbox ](http://scikits.appspot.com/talkbox ) - A Python library for speech/signal processing.
* [TimeSide ](https://github.com/Parisson/TimeSide ) - Open web audio processing framework.
* [tinytag ](https://github.com/devsnd/tinytag ) - A library for reading music meta data of MP3, OGG, FLAC and Wave files.
## Authentication
*Libraries for implementing authentications schemes.*
* OAuth
* [Authomatic ](http://peterhudec.github.io/authomatic/ ) - Simple but powerful framework agnostic authentication/authorization client.
* [django-allauth ](https://github.com/pennersr/django-allauth ) - Authentication app for Django that "just works."
2016-12-13 17:25:26 +00:00
* [django-oauth-toolkit ](https://github.com/evonove/django-oauth-toolkit ) - OAuth 2 goodies for Django.
2016-11-12 14:27:45 +00:00
* [Flask-OAuthlib ](https://github.com/lepture/flask-oauthlib ) - OAuth 1.0/a, 2.0 implementation of client and provider for Flask.
* [OAuthLib ](https://github.com/idan/oauthlib ) - A generic and thorough implementation of the OAuth request-signing logic.
* [python-oauth2 ](https://github.com/joestump/python-oauth2 ) - A fully tested, abstract interface to creating OAuth clients and servers.
* [python-social-auth ](https://github.com/omab/python-social-auth ) - An easy-to-setup social authentication mechanism.
* [rauth ](https://github.com/litl/rauth ) - A Python library for OAuth 1.0/a, 2.0, and Ofly.
* [sanction ](https://github.com/demianbrecht/sanction ) - A dead simple OAuth2 client implementation.
* Others
* [jose ](https://github.com/demonware/jose ) - JavaScript Object Signing and Encryption draft implementation.
* [PyJWT ](https://github.com/jpadilla/pyjwt ) - Implementation of the JSON Web Token draft 01.
* [python-jws ](https://github.com/brianloveswords/python-jws ) - Implementation of JSON Web Signatures draft 02.
* [python-jwt ](https://github.com/davedoesdev/python-jwt ) - Module for generating and verifying JSON Web Tokens.
2014-07-02 17:07:39 +00:00
2014-07-03 16:21:14 +00:00
## Build Tools
*Compile software from source code.*
2015-08-31 18:04:28 +00:00
* [BitBake ](http://www.yoctoproject.org/docs/1.6/bitbake-user-manual/bitbake-user-manual.html ) - A make-like build tool for embedded Linux.
2016-11-12 14:27:45 +00:00
* [buildout ](http://www.buildout.org/en/latest/ ) - A build system for creating, assembling and deploying applications from multiple parts.
2015-11-13 20:39:42 +00:00
* [PlatformIO ](https://github.com/platformio/platformio ) - A console tool to build code with different development platforms.
2015-08-31 18:04:28 +00:00
* [PyBuilder ](https://github.com/pybuilder/pybuilder ) - A continuous build tool written in pure Python.
2015-08-14 18:34:28 +00:00
* [SCons ](http://www.scons.org/ ) - A software construction tool.
2014-07-03 16:21:14 +00:00
2016-11-12 14:27:45 +00:00
## CMS
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Content Management Systems.*
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
* [django-cms ](http://www.django-cms.org/en/ ) - An Open source enterprise CMS based on the Django.
* [djedi-cms ](http://djedi-cms.org/ ) - A lightweight but yet powerful Django CMS with plugins, inline editing and performance in mind.
* [FeinCMS ](http://www.feincms.org/ ) - One of the most advanced Content Management Systems built on Django.
* [Kotti ](http://kotti.pylonsproject.org/ ) - A high-level, Pythonic web application framework built on Pyramid.
* [Mezzanine ](http://mezzanine.jupo.org/ ) - A powerful, consistent, and flexible content management platform.
* [Opps ](http://opps.github.io/opps/ ) - A Django-based CMS for magazines, newspapers websites and portals with high-traffic.
* [Plone ](https://plone.org/ ) - A CMS built on top of the open source application server Zope.
* [Quokka ](http://quokkaproject.org/ ) - Flexible, extensible, small CMS powered by Flask and MongoDB.
* [Wagtail ](https://wagtail.io/ ) - A Django content management system.
* [Widgy ](https://wid.gy/ ) - Last CMS framework, based on Django.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Caching
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for caching data.*
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
* [Beaker ](https://github.com/bbangert/beaker ) - A library for caching and sessions for use with web applications and stand-alone Python scripts and applications.
* [DiskCache ](http://www.grantjenks.com/docs/diskcache/ ) - SQLite and file backed cache backend with faster lookups than memcached and redis.
* [django-cache-machine ](https://github.com/django-cache-machine/django-cache-machine ) - Automatic caching and invalidation for Django models.
* [django-cacheops ](https://github.com/Suor/django-cacheops ) - A slick ORM cache with automatic granular event-driven invalidation.
* [django-viewlet ](https://github.com/5monkeys/django-viewlet ) - Render template parts with extended cache control.
* [dogpile.cache ](http://dogpilecache.readthedocs.io/ ) - dogpile.cache is next generation replacement for Beaker made by same authors.
* [HermesCache ](https://pypi.python.org/pypi/HermesCache ) - Python caching library with tag-based invalidation and dogpile effect prevention.
* [johnny-cache ](https://github.com/jmoiron/johnny-cache ) - A caching framework for django applications.
* [pylibmc ](https://github.com/lericson/pylibmc ) - A Python wrapper around the [libmemcached ](http://libmemcached.org/libMemcached.html ) interface.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## ChatOps Tools
2014-07-03 08:24:06 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for chatbot development.*
2014-07-03 08:24:06 +00:00
2016-11-12 14:27:45 +00:00
* [Errbot ](http://errbot.io/ ) - The easiest and most popular chatbot to implement ChatOps.
2014-07-03 08:24:06 +00:00
2016-11-12 14:27:45 +00:00
## Code Analysis and Linter
2014-07-02 17:00:09 +00:00
2016-11-12 14:27:45 +00:00
*Libraries and tools for analysing, parsing and manipulation codebases.*
2014-07-02 17:00:09 +00:00
2016-11-12 14:27:45 +00:00
* Code Analysis
* [coala ](http://coala-analyzer.org/ ) - Language independent and easily extendable code analysis application.
* [code2flow ](https://github.com/scottrogowski/code2flow ) - Turn your Python and JavaScript code into DOT flowcharts.
* [pycallgraph ](https://github.com/gak/pycallgraph ) - A library that visualises the flow (call graph) of your Python application.
* [pysonar2 ](https://github.com/yinwang0/pysonar2 ) - A type inferencer and indexer for Python.
* Linter
* [Flake8 ](https://pypi.python.org/pypi/flake8 ) - The modular source code checker: pep8, pyflakes and co.
* [pylama ](https://github.com/klen/pylama ) - Code audit tool for Python and JavaScript.
* [Pylint ](https://www.pylint.org/ ) - A Fully customizable source code analyzer.
2014-07-02 17:00:09 +00:00
2014-06-27 21:04:05 +00:00
## Command-line Tools
2014-07-03 08:20:13 +00:00
*Libraries for building command-line application.*
* Command-line Application Development
2015-11-08 15:31:57 +00:00
* [asciimatics ](https://github.com/peterbrittain/asciimatics ) - 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.
2015-09-27 12:21:51 +00:00
* [cement ](http://builtoncement.com/ ) - CLI Application Framework for Python.
2015-12-19 14:27:00 +00:00
* [click ](http://click.pocoo.org/dev/ ) - A package for creating beautiful command line interfaces in a composable way.
2015-06-09 16:23:52 +00:00
* [cliff ](http://docs.openstack.org/developer/cliff/ ) - A framework for creating command-line programs with multi-level commands.
2014-07-03 08:20:13 +00:00
* [clint ](https://github.com/kennethreitz/clint ) - Python Command-line Application Tools.
* [colorama ](https://pypi.python.org/pypi/colorama ) - Cross-platform colored terminal text.
2015-08-14 18:34:28 +00:00
* [docopt ](http://docopt.org/ ) - Pythonic command line arguments parser.
2014-08-24 17:01:45 +00:00
* [Gooey ](https://github.com/chriskiehl/Gooey ) - Turn command line programs into a full GUI application with one line
2015-03-16 07:46:25 +00:00
* [python-prompt-toolkit ](https://github.com/jonathanslenders/python-prompt-toolkit ) - A Library for building powerful interactive command lines.
2014-07-07 02:00:55 +00:00
* Productivity Tools
2015-09-27 12:21:51 +00:00
* [aws-cli ](https://github.com/aws/aws-cli ) - A universal command-line interface for Amazon Web Services.
* [bashplotlib ](https://github.com/glamp/bashplotlib ) - Making basic plots in the terminal.
2015-08-14 18:34:28 +00:00
* [caniusepython3 ](https://github.com/brettcannon/caniusepython3 ) - Determine what projects are blocking you from porting to Python 3.
2015-12-13 07:31:19 +00:00
* [cookiecutter ](https://github.com/audreyr/cookiecutter ) - A command-line utility that creates projects from cookiecutters (project templates).
2015-08-14 18:34:28 +00:00
* [doitlive ](https://github.com/sloria/doitlive ) - A tool for live presentations in the terminal.
2015-12-13 07:27:35 +00:00
* [howdoi ](https://github.com/gleitz/howdoi ) - Instant coding answers via the command line.
2015-11-13 20:39:42 +00:00
* [httpie ](https://github.com/jkbrzt/httpie ) - A command line HTTP client, a user-friendly cURL replacement.
2016-11-12 14:27:45 +00:00
* [mycli ](https://github.com/dbcli/mycli ) - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.
2015-08-14 18:34:28 +00:00
* [PathPicker ](https://github.com/facebook/PathPicker ) - Select files out of bash output.
2014-07-07 02:00:55 +00:00
* [percol ](https://github.com/mooz/percol ) - Adds flavor of interactive selection to the traditional pipe concept on UNIX.
2016-11-12 14:27:45 +00:00
* [pgcli ](https://github.com/dbcli/pgcli ) - Postgres CLI with autocompletion and syntax highlighting.
2015-10-18 02:52:47 +00:00
* [SAWS ](https://github.com/donnemartin/saws ) - A Supercharged AWS CLI.
2015-05-01 10:37:50 +00:00
* [thefuck ](https://github.com/nvbn/thefuck ) - Correcting your previous console command.
2016-03-26 23:12:09 +00:00
* [try ](https://github.com/timofurrer/try ) - A dead simple CLI to try out python packages - It's never been easier.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Compatibility
2014-07-17 21:39:01 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for migrating from Python 2 to 3.*
2014-07-17 21:39:01 +00:00
2016-11-12 14:27:45 +00:00
* [Python-Future ](http://python-future.org/index.html ) - The missing compatibility layer between Python 2 and Python 3.
* [Python-Modernize ](https://github.com/mitsuhiko/python-modernize ) - Modernizes Python code for eventual Python 3 migration.
* [Six ](https://pypi.python.org/pypi/six ) - Python 2 and 3 compatibility utilities.
2014-07-17 21:39:01 +00:00
2016-11-12 14:27:45 +00:00
## Computer Vision
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for computer vision.*
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
* [OpenCV ](http://opencv.org/ ) - Open Source Computer Vision Library.
* [pyocr ](https://github.com/jflesch/pyocr ) - A wrapper for Tesseract and Cuneiform.
* [pytesseract ](https://github.com/madmaze/pytesseract ) - Another wrapper for [Google Tesseract OCR ](https://github.com/tesseract-ocr ).
* [SimpleCV ](http://simplecv.org/ ) - An open source framework for building computer vision applications.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Concurrency and Parallelism
2014-11-28 12:31:08 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for concurrent and parallel execution.*
2015-01-22 16:53:30 +00:00
2016-11-12 14:27:45 +00:00
* [eventlet ](http://eventlet.net/ ) - Asynchronous framework with WSGI support.
* [gevent ](http://www.gevent.org/ ) - A coroutine-based Python networking library that uses [greenlet ](https://github.com/python-greenlet/greenlet ).
* [multiprocessing ](https://docs.python.org/2/library/multiprocessing.html ) - (Python standard library) Process-based "threading" interface.
* [threading ](https://docs.python.org/2/library/threading.html ) - (Python standard library) Higher-level threading interface.
* [Tomorrow ](https://github.com/madisonmay/Tomorrow ) - Magic decorator syntax for asynchronous code.
* [uvloop ](https://github.com/MagicStack/uvloop ) - Ultra fast implementation of asyncio event loop on top of libuv.
2014-11-28 12:23:23 +00:00
2016-11-12 14:27:45 +00:00
## Configuration
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for storing and parsing configuration options.*
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
* [config ](https://www.red-dove.com/config-doc/ ) - Hierarchical config from the author of [logging ](https://docs.python.org/2/library/logging.html ).
* [ConfigObj ](http://www.voidspace.org.uk/python/configobj.html ) - INI file parser with validation.
* [ConfigParser ](https://docs.python.org/2/library/configparser.html ) - (Python standard library) INI file parser.
* [profig ](http://profig.readthedocs.org/en/default/ ) - Config from multiple formats with value conversion.
* [python-decouple ](https://github.com/henriquebastos/python-decouple ) - Strict separation of settings from code.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Cryptography
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [cryptography ](https://cryptography.io/en/latest/ ) - A package designed to expose cryptographic primitives and recipes to Python developers.
* [hashids ](https://github.com/davidaurelio/hashids-python ) - Implementation of [hashids ](http://hashids.org ) in Python.
* [Paramiko ](http://www.paramiko.org/ ) - A Python (2.6+, 3.3+) implementation of the SSHv2 protocol, providing both client and server functionality.
* [Passlib ](https://pythonhosted.org/passlib/ ) - Secure password storage/hashing library, very high level.
* [PyCrypto ](https://www.dlitz.net/software/pycrypto/ ) - The Python Cryptography Toolkit.
* [PyNacl ](https://github.com/pyca/pynacl ) - Python binding to the Networking and Cryptography (NaCl) library.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Data Analysis
2014-07-01 04:07:16 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for data analyzing.*
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [Blaze ](https://github.com/blaze/blaze ) - NumPy and Pandas interface to Big Data.
* [Open Mining ](https://github.com/mining/mining ) - Business Intelligence (BI) in Pandas interface.
* [Orange ](http://orange.biolab.si/ ) - Data mining, data visualization, analysis and machine learning through visual programming or scripts.
* [Pandas ](http://pandas.pydata.org/ ) - A library providing high-performance, easy-to-use data structures and data analysis tools.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Data Validation
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for validating data. Used for forms in many cases.*
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [Cerberus ](https://github.com/nicolaiarocci/cerberus/ ) - A lightweight and extensible data validation library.
* [colander ](http://docs.pylonsproject.org/projects/colander/en/latest/ ) - Validating and deserializing data obtained via XML, JSON, an HTML form post.
* [jsonschema ](https://github.com/Julian/jsonschema ) - An implementation of [JSON Schema ](http://json-schema.org/ ) for Python.
* [schema ](https://github.com/keleshev/schema ) - A library for validating Python data structures.
* [Schematics ](https://github.com/schematics/schematics ) - Data Structure Validation.
* [valideer ](https://github.com/podio/valideer ) - Lightweight extensible data validation and adaptation library.
* [voluptuous ](https://github.com/alecthomas/voluptuous ) - A Python data validation library.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Data Visualization
*Libraries for visualizing data. See: [awesome-javascript ](https://github.com/sorrycc/awesome-javascript#data-visualization ).*
* [Altair ](https://github.com/altair-viz/altair ) - Declarative statistical visualization library for Python.
* [Bokeh ](https://github.com/bokeh/bokeh ) - Interactive Web Plotting for Python.
* [ggplot ](https://github.com/yhat/ggplot ) - Same API as ggplot2 for R.
* [Matplotlib ](http://matplotlib.org/ ) - A Python 2D plotting library.
* [Pygal ](http://www.pygal.org/en/latest/ ) - A Python SVG Charts Creator.
* [PyGraphviz ](https://pypi.python.org/pypi/pygraphviz ) - Python interface to [Graphviz ](http://www.graphviz.org/ ).
* [PyQtGraph ](http://www.pyqtgraph.org/ ) - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.
* [Seaborn ](https://github.com/mwaskom/seaborn ) - Statistical data visualization using Matplotlib.
* [VisPy ](https://github.com/vispy/vispy ) - High-performance scientific visualization based on OpenGL.
2014-06-27 21:04:05 +00:00
2014-07-01 14:44:03 +00:00
## Database
2014-07-01 07:26:14 +00:00
2014-07-01 14:44:03 +00:00
*Databases implemented in Python.*
2014-07-01 07:26:14 +00:00
2014-09-19 10:11:46 +00:00
* [pickleDB ](https://pythonhosted.org/pickleDB/ ) - A simple and lightweight key-value store for Python.
2015-11-13 20:39:42 +00:00
* [PipelineDB ](https://www.pipelinedb.com/ ) - The Streaming SQL Database.
2014-10-04 01:57:35 +00:00
* [TinyDB ](https://github.com/msiemens/tinydb ) - A tiny, document-oriented database.
2015-12-19 14:27:00 +00:00
* [ZODB ](http://www.zodb.org/en/latest/ ) - A native object database for Python. A key-value and object graph database.
2014-07-01 07:26:14 +00:00
2014-06-27 21:04:05 +00:00
## Database Drivers
2014-07-10 18:34:25 +00:00
*Libraries for connecting and operating databases.*
2014-06-28 07:26:28 +00:00
2015-10-16 07:09:19 +00:00
* MySQL - [awesome-mysql ](http://shlomi-noach.github.io/awesome-mysql/ )
2016-02-11 21:14:36 +00:00
* [mysql-python ](https://sourceforge.net/projects/mysql-python/ ) - The MySQL database connector for Python.
2014-07-14 06:35:05 +00:00
* [mysqlclient ](https://github.com/PyMySQL/mysqlclient-python ) - mysql-python fork supporting Python 3.
2014-08-13 15:11:31 +00:00
* [oursql ](https://pythonhosted.org/oursql/ ) - A better MySQL connector with support for native prepared statements and BLOBs.
2015-08-14 18:34:28 +00:00
* [PyMySQL ](https://github.com/PyMySQL/PyMySQL ) - Pure Python MySQL driver compatible to mysql-python.
2015-10-16 07:09:19 +00:00
* PostgreSQL
2014-07-10 18:34:25 +00:00
* [psycopg2 ](http://initd.org/psycopg/ ) - The most popular PostgreSQL adapter for Python.
2014-08-13 14:17:24 +00:00
* [queries ](https://github.com/gmr/queries ) - A wrapper of the psycopg2 library for interacting with PostgreSQL.
2016-05-09 09:59:34 +00:00
* [txpostgres ](https://github.com/wulczer/txpostgres ) - Twisted based asynchronous driver for PostgreSQL.
2015-10-16 07:09:19 +00:00
* Other Relational Databases
* [apsw ](http://rogerbinns.github.io/apsw/ ) - Another Python SQLite wrapper.
2014-08-23 10:44:28 +00:00
* [dataset ](https://github.com/pudo/dataset ) - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.
2015-12-19 14:27:00 +00:00
* [pymssql ](http://www.pymssql.org/en/latest/ ) - A simple database interface to Microsoft SQL Server.
2014-06-30 15:49:31 +00:00
* NoSQL Databases
2014-08-13 15:15:45 +00:00
* [cassandra-python-driver ](https://github.com/datastax/python-driver ) - Python driver for Cassandra.
2016-05-09 09:59:34 +00:00
* [HappyBase ](https://github.com/wbolster/happybase ) - A developer-friendly library for Apache HBase.
* [Plyvel ](https://github.com/wbolster/plyvel ) - A fast and feature-rich Python interface to LevelDB.
2015-12-19 14:27:00 +00:00
* [py2neo ](http://py2neo.org/2.0/ ) - Python wrapper client for Neo4j's restful interface.
2015-08-14 18:34:28 +00:00
* [pycassa ](https://github.com/pycassa/pycassa ) - Python Thrift driver for Cassandra.
2015-11-13 20:39:42 +00:00
* [PyMongo ](https://docs.mongodb.org/ecosystem/drivers/python/ ) - The official Python client for MongoDB.
2015-08-14 18:34:28 +00:00
* [redis-py ](https://github.com/andymccurdy/redis-py ) - The Redis Python Client.
2014-07-10 13:54:29 +00:00
* [telephus ](https://github.com/driftx/Telephus ) - Twisted based client for Cassandra.
* [txRedis ](https://github.com/deldotdr/txRedis ) - Twisted based client for Redis.
2014-06-27 21:04:05 +00:00
## Date and Time
2014-06-28 07:26:28 +00:00
*Libraries for working with dates and times.*
2014-06-27 21:04:05 +00:00
* [arrow ](https://github.com/crsmithdev/arrow ) - Better dates & times for Python.
2014-09-19 10:20:30 +00:00
* [Chronyk ](https://github.com/KoffeinFlummi/Chronyk ) - A Python 3 library for parsing human-written times and dates.
2016-11-12 14:27:45 +00:00
* [dateutil ](https://github.com/dateutil/dateutil ) - Extensions to the standard Python [datetime ](https://docs.python.org/2/library/datetime.html ) module.
2014-08-23 10:57:08 +00:00
* [delorean ](https://github.com/myusuf3/delorean/ ) - A library for clearing up the inconvenient truths that arise dealing with datetimes.
2014-06-27 21:04:05 +00:00
* [moment ](https://github.com/zachwill/moment ) - A Python library for dealing with dates/times. Inspired by [Moment.js ](http://momentjs.com/ ).
2016-11-12 14:27:45 +00:00
* [Pendulum ](https://github.com/sdispater/pendulum ) - Python datetimes made easy.
* [PyTime ](https://github.com/shinux/PyTime ) - A easy-use Python module which aims to operate date/time/datetime by string.
* [pytz ](https://launchpad.net/pytz ) - World timezone definitions, modern and historical. Brings the [tz database ](https://en.wikipedia.org/wiki/Tz_database ) into Python.
* [when.py ](https://github.com/dirn/When.py ) - Providing user-friendly functions to help perform common date and time actions.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Debugging Tools
2016-05-04 17:29:10 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for debugging code.*
2016-05-04 17:29:10 +00:00
2017-01-07 12:25:14 +00:00
* pdb-like Debugger
* [ipdb ](https://pypi.python.org/pypi/ipdb ) - IPython-enabled [pdb ](https://docs.python.org/3/library/pdb.html ).
* [pdb++ ](https://pypi.python.org/pypi/pdbpp/ ) - Another drop-in replacement for pdb.
2016-11-12 14:27:45 +00:00
* [pudb ](https://pypi.python.org/pypi/pudb ) - A full-screen, console-based Python debugger.
2017-01-07 12:02:20 +00:00
* [remote-pdb ](https://github.com/ionelmc/python-remote-pdb ) - Remote vanilla PDB (over TCP sockets).
2016-11-12 14:27:45 +00:00
* [wdb ](https://github.com/Kozea/wdb ) - An improbable web debugger through WebSockets.
* Profiler
* [line_profiler ](https://github.com/rkern/line_profiler ) - Line-by-line profiling.
* [memory_profiler ](https://github.com/fabianp/memory_profiler ) - Monitor Memory usage of Python code.
* [profiling ](https://github.com/what-studio/profiling ) - An interactive Python profiler.
2014-08-08 17:31:39 +00:00
* Others
2017-01-07 12:25:14 +00:00
* [django-debug-toolbar ](https://github.com/django-debug-toolbar/django-debug-toolbar ) - Display various debug information for Django.
* [django-devserver ](https://github.com/dcramer/django-devserver ) - A drop-in replacement for Django's runserver.
* [flask-debugtoolbar ](https://github.com/mgood/flask-debugtoolbar ) - A port of the django-debug-toolbar to flask.
2017-01-07 12:02:20 +00:00
* [hunter ](https://github.com/ionelmc/python-hunter ) - Hunter is a flexible code tracing toolkit.
2017-01-07 12:25:14 +00:00
* [lptrace ](https://github.com/khamidou/lptrace ) - [strace ](http://man7.org/linux/man-pages/man1/strace.1.html ) for Python programs.
* [manhole ](https://github.com/ionelmc/python-manhole ) - Debug service that will accept unix domain socket connections and present the stacktraces for all threads and an interactive prompt.
2016-11-12 14:27:45 +00:00
* [pyelftools ](https://github.com/eliben/pyelftools ) - Parsing and analyzing ELF files and DWARF debugging information.
2017-01-07 12:25:14 +00:00
* [pyringe ](https://github.com/google/pyringe ) - Debugger capable of attaching to and injecting code into Python processes.
2016-05-04 17:29:10 +00:00
2016-11-12 14:27:45 +00:00
## Deep Learning
2014-07-03 22:32:51 +00:00
2016-11-12 14:27:45 +00:00
*Frameworks for Neural Networks and Deep Learning. See: [awesome-deep-learning ](https://github.com/ChristosChristofidis/awesome-deep-learning ).*
2014-07-03 22:32:51 +00:00
2016-11-12 14:27:45 +00:00
* [Caffe ](https://github.com/BVLC/caffe ) - A fast open framework for deep learning..
* [Keras ](https://github.com/fchollet/keras ) - A high-level neural networks library and capable of running on top of either TensorFlow or Theano.
* [Neupy ](http://neupy.com/pages/home.html ) - Running and testing different Artificial Neural Networks algorithms.
* [TensorFlow ](https://github.com/tensorflow/tensorflow ) - The most popular Deep Learning framework created by Google.
* [Theano ](https://github.com/Theano/Theano ) - A library for fast numerical computation.
2014-07-03 22:32:51 +00:00
2016-11-12 14:27:45 +00:00
## DevOps Tools
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Software and libraries for DevOps.*
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
* [Ansible ](https://github.com/ansible/ansible ) - A radically simple IT automation platform.
* [Cloud-Init ](http://cloudinit.readthedocs.io/ ) - A multi-distribution package that handles early initialization of a cloud instance.
* [cuisine ](https://github.com/sebastien/cuisine ) - Chef-like functionality for Fabric.
* [Docker Compose ](https://docs.docker.com/compose/ ) - Fast, isolated development environments using [Docker ](https://www.docker.com/ ).
* [Fabric ](http://www.fabfile.org/ ) - A simple, Pythonic tool for remote execution and deployment.
* [Fabtools ](https://github.com/ronnix/fabtools ) - Tools for writing awesome Fabric files.
* [honcho ](https://github.com/nickstenning/honcho ) - A Python clone of [Foreman ](https://github.com/ddollar/foreman ), for managing Procfile-based applications.
* [OpenStack ](http://www.openstack.org/ ) - Open source software for building private and public clouds.
* [pexpect ](https://github.com/pexpect/pexpect ) - Controlling interactive programs in a pseudo-terminal like GNU expect.
* [psutil ](https://github.com/giampaolo/psutil ) - A cross-platform process and system utilities module.
* [SaltStack ](https://github.com/saltstack/salt ) - Infrastructure automation and management system.
* [supervisor ](https://github.com/Supervisor/supervisor ) - Supervisor process control system for UNIX.
2014-07-03 08:24:06 +00:00
2016-11-12 14:27:45 +00:00
## Distribution
2014-07-02 17:00:09 +00:00
2016-11-12 14:27:45 +00:00
*Libraries to create packaged executables for release distribution.*
2014-07-02 17:00:09 +00:00
2016-11-12 14:27:45 +00:00
* [dh-virtualenv ](https://github.com/spotify/dh-virtualenv ) - Build and distribute a virtualenv as a Debian package.
* [Nuitka ](http://nuitka.net/ ) - Compile scripts, modules, packages to an executable or extension module.
* [py2app ](http://pythonhosted.org/py2app/ ) - Freezes Python scripts (Mac OS X).
* [py2exe ](http://www.py2exe.org/ ) - Freezes Python scripts (Windows).
* [PyInstaller ](https://github.com/pyinstaller/pyinstaller ) - Converts Python programs into stand-alone executables (cross-platform).
* [pynsist ](http://pynsist.readthedocs.io/ ) - A tool to build Windows installers, installers bundle Python itself.
2014-07-02 17:00:09 +00:00
2016-11-12 14:27:45 +00:00
## Documentation
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for generating project documentation.*
2014-07-03 08:20:13 +00:00
2016-11-12 14:27:45 +00:00
* [Sphinx ](http://www.sphinx-doc.org/en/latest/ ) - Python Documentation generator.
* [awesome-sphinxdoc ](https://github.com/yoloseem/awesome-sphinxdoc )
* [MkDocs ](http://www.mkdocs.org/ ) - Markdown friendly documentation generator.
* [pdoc ](https://github.com/BurntSushi/pdoc ) - Epydoc replacement to auto generate API documentation for Python libraries.
* [Pycco ](https://github.com/pycco-docs/pycco ) - The literate-programming-style documentation generator.
2014-06-27 21:04:05 +00:00
2014-07-17 21:39:01 +00:00
## Downloader
*Libraries for downloading.*
* [s3cmd ](https://github.com/s3tools/s3cmd ) - A command line tool for managing Amazon S3 and CloudFront.
2015-05-03 20:14:55 +00:00
* [s4cmd ](https://github.com/bloomreach/s4cmd ) - Super S3 command line tool, good for higher performance.
2016-11-12 14:27:45 +00:00
* [you-get ](https://www.soimort.org/you-get/ ) - A YouTube/Youku/Niconico video downloader written in Python 3.
2014-07-17 21:39:01 +00:00
* [youtube-dl ](http://rg3.github.io/youtube-dl/ ) - A small command-line program to download videos from YouTube.
2014-07-28 09:31:51 +00:00
## E-commerce
2014-08-08 17:17:35 +00:00
*Frameworks and libraries for e-commerce and payments.*
2014-07-28 09:31:51 +00:00
2016-11-12 14:27:45 +00:00
* [alipay ](https://github.com/lxneng/alipay ) - Unofficial Alipay API for Python.
* [Cartridge ](https://github.com/stephenmcd/cartridge ) - A shopping cart app built using the Mezzanine.
2014-07-10 18:34:25 +00:00
* [django-oscar ](http://oscarcommerce.com/ ) - An open-source e-commerce framework for Django.
2016-01-23 11:27:02 +00:00
* [django-shop ](https://github.com/awesto/django-shop ) - A Django based shop system.
2014-08-13 15:11:31 +00:00
* [merchant ](https://github.com/agiliq/merchant ) - A Django app to accept payments from various payment processors.
2014-08-08 17:17:35 +00:00
* [money ](https://github.com/carlospalol/money ) - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution.
2014-10-04 02:19:47 +00:00
* [python-currencies ](https://github.com/Alir3z4/python-currencies ) - Display money format and its filthy currencies.
2016-11-12 14:27:45 +00:00
* [shoop ](https://www.shoop.io/en/ ) - An open source E-Commerce platform based on Django.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Editor Plugins and IDEs
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* Emacs
* [Elpy ](https://github.com/jorgenschaefer/elpy ) - Emacs Python Development Environment.
* Sublime Text
* [Anaconda ](https://github.com/DamnWidget/anaconda ) - Anaconda turns your Sublime Text 3 in a full featured Python development IDE.
* [SublimeJEDI ](https://github.com/srusskih/SublimeJEDI ) - A Sublime Text plugin to the awesome auto-complete library Jedi.
* Vim
* [Jedi-vim ](https://github.com/davidhalter/jedi-vim ) - Vim bindings for the Jedi auto-completion library for Python.
* [Python-mode ](https://github.com/klen/python-mode ) - An all in one plugin for turning Vim into a Python IDE.
* [YouCompleteMe ](https://github.com/Valloric/YouCompleteMe ) - Includes [Jedi ](https://github.com/davidhalter/jedi )-based completion engine for Python.
* Visual Studio
* [PTVS ](https://github.com/Microsoft/PTVS ) - Python Tools for Visual Studio.
2016-11-12 16:55:51 +00:00
* Visual Studio Code
2016-11-12 22:59:03 +00:00
* [Python ](https://github.com/DonJayamanne/pythonVSCode ) - An extension with rich support for the Python language, with features including linting, IntelliSense, formatting, refactoring, debugging, unit tests, and jupyter support.
2016-12-21 16:32:04 +00:00
* [Magic Python ](https://github.com/MagicStack/MagicPython ) - Cutting edge Python syntax highlighter for Sublime Text, Atom, and Visual Studio Code. Used by GitHub to highlight your Python code!
2016-11-12 14:27:45 +00:00
* IDE
* [LiClipse ](http://www.liclipse.com/ ) - Free polyglot IDE based on Eclipse. Uses PyDev for Python support.
* [PyCharm ](https://www.jetbrains.com/pycharm/ ) - Commercial Python IDE by JetBrains. Has free community edition available.
* [Spyder ](https://github.com/spyder-ide/spyder ) - Open Source Python IDE.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Email
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for sending and parsing email.*
2015-10-19 08:53:59 +00:00
2016-11-12 14:27:45 +00:00
* [envelopes ](http://tomekwojcik.github.io/envelopes/ ) - Mailing for human beings.
* [flanker ](https://github.com/mailgun/flanker ) - A email address and Mime parsing library.
* [imbox ](https://github.com/martinrusev/imbox ) - Python IMAP for Humans.
* [inbox.py ](https://github.com/kennethreitz/inbox.py ) - Python SMTP Server for Humans.
* [lamson ](https://github.com/zedshaw/lamson ) - Pythonic SMTP Application Server.
* [Marrow Mailer ](https://github.com/marrow/mailer ) - High-performance extensible mail delivery framework.
* [modoboa ](https://github.com/tonioo/modoboa ) - A mail hosting and management platform including a modern and simplified Web UI.
* [Nylas Sync Engine ](https://github.com/nylas/sync-engine ) - Providing a RESTful API on top of a powerful email sync platform.
* [yagmail ](https://github.com/kootenpv/yagmail ) - Yet another Gmail/SMTP client.
2015-10-19 08:53:59 +00:00
2016-11-12 14:27:45 +00:00
## Environment Management
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for Python version and environment management.*
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [p ](https://github.com/qw3rtman/p ) - Dead simple interactive Python version management.
* [pyenv ](https://github.com/yyuu/pyenv ) - Simple Python version management.
* [venv ](https://docs.python.org/3/library/venv.html ) - (Python standard library in Python 3.3+) Creating lightweight virtual environments.
* [virtualenv ](https://pypi.python.org/pypi/virtualenv ) - A tool to create isolated Python environments.
* [virtualenvwrapper ](https://pypi.python.org/pypi/virtualenvwrapper ) - A set of extensions to virtualenv.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Files
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for file manipulation and MIME type detection.*
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [imghdr ](https://docs.python.org/2/library/imghdr.html ) - (Python standard library) Determine the type of an image.
* [mimetypes ](https://docs.python.org/2/library/mimetypes.html ) - (Python standard library) Map filenames to MIME types.
* [path.py ](https://github.com/jaraco/path.py ) - A module wrapper for [os.path ](https://docs.python.org/2/library/os.path.html ).
* [pathlib ](https://pathlib.readthedocs.org/en/pep428/ ) - (Python standard library in Python 3.4+) An cross-platform, object-oriented path library.
* [python-magic ](https://github.com/ahupp/python-magic ) - A Python interface to the libmagic file type identification library.
* [Unipath ](https://github.com/mikeorr/Unipath ) - An object-oriented approach to file/directory operations.
* [watchdog ](https://github.com/gorakhargosh/watchdog ) - API and shell utilities to monitor file system events.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Foreign Function Interface
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for providing foreign function interface.*
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [cffi ](https://pypi.python.org/pypi/cffi ) - Foreign Function Interface for Python calling C code.
* [ctypes ](https://docs.python.org/2/library/ctypes.html ) - (Python standard library) Foreign Function Interface for Python calling C code.
* [PyCUDA ](https://mathema.tician.de/software/pycuda/ ) - A Python wrapper for Nvidia's CUDA API.
* [SWIG ](http://www.swig.org/Doc1.3/Python.html ) - Simplified Wrapper and Interface Generator.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Forms
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for working with forms.*
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [Deform ](https://github.com/Pylons/deform ) - Python HTML form generation library influenced by the formish form generation library.
* [django-bootstrap3 ](https://github.com/dyve/django-bootstrap3 ) - Bootstrap 3 integration with Django.
* [django-crispy-forms ](https://github.com/maraujop/django-crispy-forms ) - A Django app which lets you create beautiful forms in a very elegant and DRY way.
* [django-remote-forms ](https://github.com/WiserTogether/django-remote-forms ) - A platform independent Django form serializer.
* [WTForms ](https://github.com/wtforms/wtforms ) - A flexible forms validation and rendering library.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Functional Programming
2014-07-01 07:26:14 +00:00
2016-11-12 14:27:45 +00:00
*Functional Programming with Python.*
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [CyToolz ](https://github.com/pytoolz/cytoolz/ ) - Cython implementation of Toolz: High performance functional utilities.
* [fn.py ](https://github.com/kachayev/fn.py ) - Functional programming in Python: implementation of missing features to enjoy FP.
* [funcy ](https://github.com/Suor/funcy ) - A fancy and practical functional tools.
* [Toolz ](https://github.com/pytoolz/toolz ) - A collection of functional utilities for iterators, functions, and dictionaries.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## GUI
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for working with graphical user interface applications.*
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [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.
* [enaml ](https://github.com/nucleic/enaml ) - Creating beautiful user-interfaces with Declaratic Syntax like QML.
* [Flexx ](https://github.com/zoofIO/flexx ) - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering.
* [kivy ](https://kivy.org/ ) - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.
* [pyglet ](https://bitbucket.org/pyglet/pyglet/wiki/Home ) - A cross-platform windowing and multimedia library for Python.
* [PyGObject ](https://wiki.gnome.org/Projects/PyGObject ) - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3)
* [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.
* [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.
* [Tkinter ](https://wiki.python.org/moin/TkInter ) - Tkinter is Python's de-facto standard GUI package.
* [Toga ](https://github.com/pybee/toga ) - A Python native, OS native GUI toolkit.
* [urwid ](http://urwid.org/ ) - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
* [wxPython ](http://wxpython.org/ ) - A blending of the wxWidgets C++ class library with the Python.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Game Development
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Awesome game development libraries.*
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [Cocos2d ](http://cocos2d.org/ ) - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications. It is based on pyglet.
* [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.
* [Pygame ](http://www.pygame.org/news.html ) - Pygame is a set of Python modules designed for writing games.
* [PyOgre ](http://www.ogre3d.org/tikiwiki/PyOgre ) - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D.
* [PyOpenGL ](http://pyopengl.sourceforge.net/ ) - Python ctypes bindings for OpenGL and it's related APIs.
* [PySDL2 ](http://pysdl2.readthedocs.io/ ) - A ctypes based wrapper for the SDL2 library.
* [RenPy ](https://www.renpy.org/ ) - A Visual Novel engine.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Geolocation
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for geocoding addresses and working with latitudes and longitudes.*
2014-07-03 22:32:51 +00:00
2016-11-12 14:27:45 +00:00
* [django-countries ](https://github.com/SmileyChris/django-countries ) - A Django app that provides country choices for use with forms, flag icons static files, and a country field for models.
* [GeoDjango ](https://docs.djangoproject.com/en/dev/ref/contrib/gis/ ) - A world-class geographic web framework.
* [GeoIP ](https://github.com/maxmind/geoip-api-python ) - Python API for MaxMind GeoIP Legacy Database.
* [geojson ](https://github.com/frewsxcv/python-geojson ) - Python bindings and utilities for GeoJSON.
* [geopy ](https://github.com/geopy/geopy ) - Python Geocoding Toolbox.
* [pygeoip ](https://github.com/appliedsec/pygeoip ) - Pure Python GeoIP API.
2014-07-03 22:32:51 +00:00
2016-11-12 14:27:45 +00:00
## HTML Manipulation
2014-07-03 22:32:51 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for working with HTML and XML.*
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [BeautifulSoup ](https://www.crummy.com/software/BeautifulSoup/bs4/doc/ ) - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
* [bleach ](https://github.com/mozilla/bleach ) - A whitelist-based HTML sanitization and text linkification library.
* [cssutils ](https://pypi.python.org/pypi/cssutils/ ) - A CSS library for Python.
* [html5lib ](https://github.com/html5lib/html5lib-python ) - A standards-compliant library for parsing and serializing HTML documents and fragments.
* [lxml ](http://lxml.de/ ) - A very fast, easy-to-use and versatile library for handling HTML and XML.
* [MarkupSafe ](https://github.com/pallets/markupsafe ) - Implements a XML/HTML/XHTML Markup safe string for Python.
* [pyquery ](https://github.com/gawel/pyquery ) - A jQuery-like library for parsing HTML.
* [untangle ](https://github.com/stchris/untangle ) - Converts XML documents to Python objects for easy access.
* [WeasyPrint ](http://weasyprint.org ) - A visual rendering engine for HTML and CSS that can export to PDF.
* [xmldataset ](https://xmldataset.readthedocs.io ) - Simple XML Parsing.
* [xmltodict ](https://github.com/martinblech/xmltodict ) - Working with XML feel like you are working with JSON.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## HTTP
2014-07-28 09:31:51 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for working with HTTP.*
2014-07-28 09:31:51 +00:00
2016-11-12 14:27:45 +00:00
* [grequests ](https://github.com/kennethreitz/grequests ) - requests + gevent for asynchronous HTTP requests.
* [httplib2 ](https://github.com/jcgregorio/httplib2 ) - Comprehensive HTTP client library.
* [requests ](http://docs.python-requests.org/en/latest/ ) - HTTP Requests for Humans™.
* [treq ](https://github.com/twisted/treq ) - Python requests like API built on top of Twisted's HTTP client.
* [urllib3 ](https://github.com/shazow/urllib3 ) - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.
2014-07-28 09:31:51 +00:00
2016-11-12 14:27:45 +00:00
## Hardware
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for programming with hardware.*
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [ino ](http://inotool.org/ ) - Command line toolkit for working with [Arduino ](https://www.arduino.cc/ ).
* [Pingo ](http://www.pingo.io/ ) - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc.
* [Pyro ](http://pyrorobotics.com/ ) - Python Robotics.
* [PyUserInput ](https://github.com/SavinaRoja/PyUserInput ) - A module for cross-platform control of the mouse and keyboard.
* [scapy ](https://github.com/secdev/scapy ) - A brilliant packet manipulation library.
* [wifi ](https://github.com/rockymeza/wifi ) - A Python library and command line tool for working with WiFi on Linux.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## High Performance
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for making Python faster.*
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [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.
* [Numba ](http://numba.pydata.org/ ) - Python JIT complier to LLVM aimed at scientific Python.
* [PeachPy ](https://github.com/Maratyszcza/PeachPy ) - 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.
* [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.
* [Pyston ](https://github.com/dropbox/pyston ) - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance.
2017-01-07 12:25:14 +00:00
* [Pyjion ](https://github.com/Microsoft/Pyjion ) - A JIT for Python based upon CoreCLR.
2016-11-12 14:27:45 +00:00
* [Stackless Python ](https://bitbucket.org/stackless-dev/stackless/overview ) - An enhanced version of the Python.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Imagery
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for manipulating images.*
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [hmap ](https://github.com/rossgoodwin/hmap ) - Image histogram remapping.
* [imgSeek ](https://sourceforge.net/projects/imgseek/ ) - A project for searching a collection of images using visual similarity.
* [nude.py ](https://github.com/hhatto/nude.py ) - Nudity detection.
* [pagan ](https://github.com/daboth/pagan ) - Retro identicon (Avatar) generation based on input string and hash.
* [pillow ](https://github.com/python-pillow/Pillow ) - Pillow is the friendly [PIL ](http://www.pythonware.com/products/pil/ ) fork.
* [pyBarcode ](https://pythonhosted.org/pyBarcode/ ) - Create barcodes in Python without needing PIL.
* [pygram ](https://github.com/ajkumar25/pygram ) - Instagram-like image filters.
* [python-qrcode ](https://github.com/lincolnloop/python-qrcode ) - A pure Python QR Code generator.
* [Quads ](https://github.com/fogleman/Quads ) - Computer art based on quadtrees.
* [scikit-image ](http://scikit-image.org/ ) - A Python library for (scientific) image processing.
* [thumbor ](https://github.com/thumbor/thumbor ) - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.
* [wand ](https://github.com/dahlia/wand ) - Python bindings for [MagickWand ](http://www.imagemagick.org/script/magick-wand.php ), C API for ImageMagick.
2014-06-28 07:26:28 +00:00
2017-01-10 18:50:48 +00:00
## Implementations
*Implementations of Python.*
* [CLPython ](https://github.com/metawilm/cl-python ) - Implementation of the Python programming language written in Common Lisp.
* [CPython ](https://hg.python.org/cpython ) - **Default, most widely used implementation of the Python programming language written in C.**
* [IronPython ](https://github.com/IronLanguages/ironpython3 ) - Implementation of the Python programming language written in C# targeting the .NET Framework and Mono.
* [Jython ](https://hg.python.org/jython ) - Implementation of Python programming language written in Java for the Java virtual machine (JVM).
* [MicroPython ](https://github.com/micropython/micropython ) - MicroPython - a lean and efficient Python programming language implementation for microcontrollers and constrained systems
* [PyPy ](https://bitbucket.org/pypy/pypy ) - Implementation of the Python programming language written in RPython and translated into C. PyPy focuses on speed, efficiency and compatibility with the original CPython interpreter.
* [PySec ](https://github.com/ebranca/owasp-pysec ) - Hardened version of python that makes it easier for security professionals and developers to write applications more resilient to attacks and manipulations.
* [Stackless Python ](https://bitbucket.org/stackless-dev/stackless/wiki/Home ) - An enhanced version of the Python programming language which allows programmers to reap the benefits of thread-based programming without the performance and complexity problems associated with conventional threads.
2016-11-12 14:27:45 +00:00
## Interactive Interpreter
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Interactive Python interpreters (REPL).*
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [bpython ](https://github.com/bpython/bpython ) - A fancy interface to the Python interpreter.
* [Jupyter Notebook (IPython) ](https://jupyter.org ) - A rich toolkit to help you make the most out of using Python interactively.
* [ptpython ](https://github.com/jonathanslenders/ptpython ) - Advanced Python REPL built on top of the [python-prompt-toolkit ](https://github.com/jonathanslenders/python-prompt-toolkit ).
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Internationalization
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for working with i18n.*
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
* [Babel ](http://babel.pocoo.org/en/latest/ ) - An internationalization library for Python.
* [PyICU ](https://github.com/ovalhub/pyicu ) - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)).
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Job Scheduler
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for scheduling jobs.*
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
* [APScheduler ](http://apscheduler.readthedocs.io/ ) - A light but powerful in-process task scheduler that lets you schedule functions.
* [django-schedule ](https://github.com/thauber/django-schedule ) - A calendaring app for Django.
* [doit ](http://pydoit.org/ ) - A task runner and build tool.
* [gunnery ](https://github.com/gunnery/gunnery ) - Multipurpose task execution tool for distributed systems with web-based interface.
* [Joblib ](http://pythonhosted.org/joblib/index.html ) - A set of tools to provide lightweight pipelining in Python.
* [Plan ](https://github.com/fengsp/plan ) - Writing crontab file in Python like a charm.
* [schedule ](https://github.com/dbader/schedule ) - Python job scheduling for humans.
* [Spiff ](https://github.com/knipknap/SpiffWorkflow ) - A powerful workflow engine implemented in pure Python.
* [TaskFlow ](http://docs.openstack.org/developer/taskflow/ ) - A Python library that helps to make task execution easy, consistent and reliable.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Logging
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for generating and working with logs.*
2014-07-04 07:25:14 +00:00
2016-11-12 14:27:45 +00:00
* [Eliot ](https://github.com/ClusterHQ/eliot ) - Logging for complex & distributed systems.
* [logbook ](http://pythonhosted.org/Logbook/ ) - Logging replacement for Python.
* [logging ](https://docs.python.org/2/library/logging.html ) - (Python standard library) Logging facility for Python.
* [Raven ](https://github.com/getsentry/raven-python ) - The Python client for Sentry.
* [Sentry ](https://pypi.python.org/pypi/sentry ) - A realtime logging and aggregation server.
2014-07-04 07:25:14 +00:00
2016-11-12 14:27:45 +00:00
## Machine Learning
2014-07-04 07:25:14 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for Machine Learning. See: [awesome-machine-learning ](https://github.com/josephmisiti/awesome-machine-learning#python ).*
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [gensim ](https://github.com/piskvorky/gensim ) - Topic Modelling for Humans.
* [MLlib ](http://spark.apache.org/mllib/ ) - [Apache Spark ](http://spark.apache.org/ )'s scalable Machine Learning library.
* [NuPIC ](https://github.com/numenta/nupic ) - Numenta Platform for Intelligent Computing.
* [Pylearn2 ](https://github.com/lisa-lab/pylearn2 ) - A Machine Learning library based on [Theano ](https://github.com/Theano/Theano ).
* [scikit-learn ](http://scikit-learn.org/ ) - The most popular Python library for Machine Learning.
* [vowpal_porpoise ](https://github.com/josephreisinger/vowpal_porpoise ) - A lightweight Python wrapper for [Vowpal Wabbit ](https://github.com/JohnLangford/vowpal_wabbit/ ).
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## MapReduce
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Frameworks and libraries for MapReduce.*
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [dpark ](https://github.com/douban/dpark ) - Python clone of Spark, a MapReduce alike framework in Python.
* [dumbo ](https://github.com/klbostee/dumbo ) - Python module that allows one to easily write and run Hadoop programs.
* [luigi ](https://github.com/spotify/luigi ) - A module that helps you build complex pipelines of batch jobs.
* [mrjob ](https://github.com/Yelp/mrjob ) - Run MapReduce jobs on Hadoop or Amazon Web Services.
* [PySpark ](http://spark.apache.org/docs/latest/programming-guide.html ) - The Spark Python API.
* [streamparse ](https://github.com/Parsely/streamparse ) - Run Python code against real-time streams of data. Integrates with [Apache Storm ](http://storm.apache.org/ ).
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Microsoft Windows
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Python programming on Microsoft Windows.*
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [Python(x,y) ](http://python-xy.github.io/ ) - Scientific-applications-oriented Python Distribution based on Qt and Spyder.
* [pythonlibs ](http://www.lfd.uci.edu/~gohlke/pythonlibs/ ) - Unofficial Windows binaries for Python extension packages.
* [PythonNet ](https://github.com/pythonnet/pythonnet ) - Python Integration with the .NET Common Language Runtime (CLR).
* [PyWin32 ](https://sourceforge.net/projects/pywin32/ ) - Python Extensions for Windows.
* [WinPython ](https://winpython.github.io/ ) - Portable development environment for Windows 7/8.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Miscellaneous
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Useful libraries or tools that don't fit in the categories above.*
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [blinker ](https://github.com/jek/blinker ) - A fast Python in-process signal/event dispatching system.
* [itsdangerous ](https://github.com/pallets/itsdangerous ) - Various helpers to pass trusted data to untrusted environments.
* [pluginbase ](https://github.com/mitsuhiko/pluginbase ) - A simple but flexible plugin system for Python.
* [Pychievements ](https://github.com/PacketPerception/pychievements ) - A framework for creating and tracking achievements.
* [Tryton ](http://www.tryton.org/ ) - A general purpose business framework.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Natural Language Processing
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for working with human languages.*
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [Jieba ](https://github.com/fxsjy/jieba ) - Chinese text segmentation.
* [langid.py ](https://github.com/saffsd/langid.py ) - Stand-alone language identification system.
* [NLTK ](http://www.nltk.org/ ) - A leading platform for building Python programs to work with human language data.
* [Pattern ](http://www.clips.ua.ac.be/pattern ) - A web mining module for the Python.
* [SnowNLP ](https://github.com/isnowfy/snownlp ) - A library for processing Chinese text.
* [spaCy ](https://spacy.io/ ) - A library for industrial-strength natural language processing in Python and Cython.
* [TextBlob ](https://github.com/sloria/TextBlob ) - Providing a consistent API for diving into common NLP tasks.
* [TextGrocery ](https://github.com/2shou/TextGrocery ) - A simple, efficient short-text classification tool based on LibLinear and Jieba.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Network Virtualization
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Tools and libraries for Virtual Networking and SDN (Software Defined Networking).*
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [Mininet ](http://mininet.org/ ) - A popular network emulator and API written in Python.
* [POX ](https://github.com/noxrepo/pox ) - An open source development platform for Python-based Software Defined Networking (SDN) control applications, such as OpenFlow SDN controllers.
* [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.
* [SDX Platform ](https://github.com/sdn-ixp/internet2award ) - SDN based IXP implementation that leverages Mininet, POX and Pyretic.
2014-06-28 07:26:28 +00:00
2015-08-06 16:26:27 +00:00
## Networking
2014-06-27 21:04:05 +00:00
2015-08-06 16:26:27 +00:00
*Libraries for networking programming.*
2014-06-27 21:04:05 +00:00
2015-08-24 11:49:40 +00:00
* [asyncio ](https://docs.python.org/3/library/asyncio.html ) - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
2015-11-13 20:39:42 +00:00
* [diesel ](https://github.com/dieseldev/diesel ) - Greenlet-based event I/O Framework for Python.
2016-11-12 14:27:45 +00:00
* [pulsar ](https://github.com/quantmind/pulsar ) - Event-driven concurrent framework for Python.
2015-08-06 16:26:27 +00:00
* [pyzmq ](http://zeromq.github.io/pyzmq/ ) - A Python wrapper for the ZeroMQ message library.
2016-11-12 14:27:45 +00:00
* [Twisted ](https://twistedmatrix.com/trac/ ) - An event-driven networking engine.
2015-08-06 16:26:27 +00:00
* [txZMQ ](https://github.com/smira/txZMQ ) - Twisted based wrapper for the ZeroMQ message library.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## News Feed
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for building user's activities.*
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [django-activity-stream ](https://github.com/justquick/django-activity-stream ) - Generating generic activity streams from the actions on your site.
* [Stream-Framework ](https://github.com/tschellenbach/Stream-Framework ) - Building newsfeed and notification systems using Cassandra and Redis.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## ORM
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries that implement Object-Relational Mapping or data mapping techniques.*
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* Relational Databases
* [Django Models ](https://docs.djangoproject.com/en/dev/topics/db/models/ ) - A part of Django.
* [SQLAlchemy ](http://www.sqlalchemy.org/ ) - The Python SQL Toolkit and Object Relational Mapper.
* [awesome-sqlalchemy ](https://github.com/dahlia/awesome-sqlalchemy )
* [Peewee ](https://github.com/coleifer/peewee ) - A small, expressive ORM.
* [PonyORM ](https://ponyorm.com/ ) - ORM that provides a generator-oriented interface to SQL.
* [python-sql ](https://pypi.python.org/pypi/python-sql ) - Write SQL queries pythonically.
* NoSQL Databases
* [django-mongodb-engine ](https://github.com/django-nonrel/mongodb-engine ) - Django MongoDB Backend.
* [flywheel ](https://github.com/mathcamp/flywheel ) - Object mapper for Amazon DynamoDB.
* [hot-redis ](https://github.com/stephenmcd/hot-redis ) - Rich Python data types for Redis.
* [MongoEngine ](http://mongoengine.org/ ) - A Python Object-Document-Mapper for working with MongoDB.
* [PynamoDB ](https://github.com/jlafon/PynamoDB ) - A Pythonic interface for [Amazon DynamoDB ](https://aws.amazon.com/dynamodb/ ).
* [redisco ](https://github.com/kiddouk/redisco ) - A Python Library for Simple Models and Containers Persisted in Redis.
* Others
* [butterdb ](https://github.com/Widdershin/butterdb ) - A Python ORM for Google Drive Spreadsheets.
* [dataset ](https://github.com/pudo/dataset ) - A JSON-based database.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Package Management
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for package and dependency management.*
2014-07-02 13:36:37 +00:00
2016-11-12 14:27:45 +00:00
* [pip ](https://pip.pypa.io/en/stable/ ) - The Python package and dependency manager.
* [Python Package Index ](https://pypi.python.org/pypi )
* [conda ](https://github.com/conda/conda/ ) - Cross-platform, Python-agnostic binary package manager.
* [Curdling ](http://clarete.li/curdling/ ) - Curdling is a command line tool for managing Python packages.
* [pip-tools ](https://github.com/nvie/pip-tools ) - A set of tools to keep your pinned Python dependencies fresh.
* [wheel ](http://pythonwheels.com/ ) - The new standard of Python distribution and are intended to replace eggs.
2014-07-02 13:36:37 +00:00
2016-11-12 14:27:45 +00:00
## Package Repositories
2014-07-02 13:36:37 +00:00
2016-11-12 14:27:45 +00:00
*Local PyPI repository server and proxies.*
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
* [warehouse ](https://github.com/pypa/warehouse ) - Next generation Python Package Repository (PyPI).
* [Warehouse ](https://pypi.org/ )
* [bandersnatch ](https://bitbucket.org/pypa/bandersnatch ) - PyPI mirroring tool provided by Python Packaging Authority (PyPA).
* [devpi ](http://doc.devpi.net/latest/ ) - PyPI server and packaging/testing/release tool.
* [localshop ](https://github.com/mvantellingen/localshop ) - Local PyPI server (custom packages and auto-mirroring of pypi).
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Permissions
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
*Libraries that allow or deny users access to data or functionality.*
2014-07-01 17:28:44 +00:00
2016-11-12 14:27:45 +00:00
* [Carteblanche ](https://github.com/neuman/python-carteblanche/ ) - Module to align code with thoughts of users and designers. Also magically handles navigation and permissions.
* [django-guardian ](https://github.com/django-guardian/django-guardian ) - Implementation of per object permissions for Django 1.2+
* [django-rules ](https://github.com/dfunckt/django-rules ) - A tiny but powerful app providing object-level permissions to Django, without requiring a database.
2014-07-01 17:28:44 +00:00
2016-11-12 14:27:45 +00:00
## Processes
2014-07-01 17:28:44 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for starting and communicating with OS processes.*
2014-07-02 09:19:34 +00:00
2016-11-12 14:27:45 +00:00
* [envoy ](https://github.com/kennethreitz/envoy ) - Python [subprocess ](https://docs.python.org/2/library/subprocess.html ) for Humans™.
* [sarge ](http://sarge.readthedocs.io/ ) - Yet another wrapper for subprocess.
* [sh ](https://github.com/amoffat/sh ) - A full-fledged subprocess replacement for Python.
2014-07-02 09:19:34 +00:00
2016-11-12 14:27:45 +00:00
## Queue
2014-07-02 09:19:34 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for working with event and task queues.*
2014-07-17 21:39:01 +00:00
2016-11-12 14:27:45 +00:00
* [celery ](http://www.celeryproject.org/ ) - An asynchronous task queue/job queue based on distributed message passing.
* [huey ](https://github.com/coleifer/huey ) - Little multi-threaded task queue.
* [mrq ](https://github.com/pricingassistant/mrq ) - Mr. Queue - A distributed worker task queue in Python using Redis & gevent.
* [rq ](http://python-rq.org/ ) - Simple job queues for Python.
* [simpleq ](https://github.com/rdegges/simpleq ) - A simple, infinitely scalable, Amazon SQS based queue.
2014-07-17 21:39:01 +00:00
2016-11-12 14:27:45 +00:00
## RESTful API
2014-07-17 21:39:01 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for developing RESTful APIs.*
2014-07-01 17:29:40 +00:00
2016-11-12 14:27:45 +00:00
* Django
* [django-formapi ](https://github.com/5monkeys/django-formapi ) - Create JSON APIs with Django's form validation.
* [django-rest-framework ](http://www.django-rest-framework.org/ ) - A powerful and flexible toolkit to build web APIs.
* [django-tastypie ](http://tastypieapi.org/ ) - Creating delicious APIs for Django apps.
* Flask
* [eve ](https://github.com/nicolaiarocci/eve ) - REST API framework powered by Flask, MongoDB and good intentions.
* [flask-api-utils ](https://github.com/marselester/flask-api-utils ) - Taking care of API representation and authentication for Flask.
* [flask-api ](http://www.flaskapi.org/ ) - Browsable Web APIs for Flask.
* [flask-restful ](https://github.com/flask-restful/flask-restful ) - Quickly building REST APIs for Flask.
* [flask-restless ](https://github.com/jfinkels/flask-restless ) - Generating RESTful APIs for database models defined with SQLAlchemy.
* Pyramid
* [cornice ](https://github.com/mozilla-services/cornice ) - A RESTful framework for Pyramid.
* Framework agnostic
* [falcon ](http://falconframework.org/ ) - A high-performance framework for building cloud APIs and web app backends.
* [hug ](https://github.com/timothycrosley/hug ) - A Python3 framework for cleanly exposing APIs over HTTP and the Command Line with automatic documentation and validation.
* [restless ](https://github.com/toastdriven/restless ) - Framework agnostic REST framework based on lessons learned from Tastypie.
* [ripozo ](https://github.com/vertical-knowledge/ripozo ) - Quickly creating REST/HATEOAS/Hypermedia APIs.
* [sandman ](https://github.com/jeffknupp/sandman ) - Automated REST APIs for existing database-driven systems.
2014-07-01 17:29:40 +00:00
2016-11-12 14:27:45 +00:00
## RPC Servers
2015-08-06 16:26:27 +00:00
2016-11-12 14:27:45 +00:00
*RPC-compatible servers.*
2015-08-06 16:26:27 +00:00
2016-11-12 14:27:45 +00:00
* [SimpleJSONRPCServer ](https://github.com/joshmarshall/jsonrpclib/ ) - This library is an implementation of the JSON-RPC specification.
* [SimpleXMLRPCServer ](https://docs.python.org/2/library/simplexmlrpcserver.html ) - (Python standard library) Simple XML-RPC server implementation, single-threaded.
* [zeroRPC ](https://github.com/0rpc/zerorpc-python ) - zerorpc is a flexible RPC implementation based on [ZeroMQ ](http://zeromq.org/ ) and [MessagePack ](http://msgpack.org/ ).
2014-07-01 17:29:40 +00:00
2016-11-06 08:05:46 +00:00
## Science
2014-07-01 17:29:40 +00:00
2016-11-06 08:05:46 +00:00
*Libraries for scientific computing.*
2014-06-27 21:04:05 +00:00
2015-08-14 18:34:28 +00:00
* [astropy ](http://www.astropy.org/ ) - A community Python library for Astronomy.
2016-11-06 08:12:37 +00:00
* [bcbio-nextgen ](https://github.com/chapmanb/bcbio-nextgen ) - Providing best-practice pipelines for fully automated high throughput sequencing analysis.
2015-08-14 18:34:28 +00:00
* [bccb ](https://github.com/chapmanb/bcbb ) - Collection of useful code related to biological analysis.
* [Biopython ](http://biopython.org/wiki/Main_Page ) - Biopython is a set of freely available tools for biological computation.
* [cclib ](http://cclib.github.io/ ) - A library for parsing and interpreting the results of computational chemistry packages.
2014-06-27 21:04:05 +00:00
* [NetworkX ](https://networkx.github.io/ ) - A high-productivity software for complex networks.
2016-02-11 21:03:31 +00:00
* [NIPY ](http://nipy.org ) - A collection of neuroimaging toolkits.
2015-08-14 18:34:28 +00:00
* [NumPy ](http://www.numpy.org/ ) - A fundamental package for scientific computing with Python.
* [Open Babel ](http://openbabel.org/wiki/Main_Page ) - A chemical toolbox designed to speak the many languages of chemical data.
2016-11-06 08:12:37 +00:00
* [PyDy ](http://www.pydy.org/ ) - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.
2015-08-14 18:34:28 +00:00
* [PyMC ](https://github.com/pymc-devs/pymc3 ) - Markov Chain Monte Carlo sampling toolkit.
2014-09-01 10:01:07 +00:00
* [RDKit ](http://www.rdkit.org/ ) - Cheminformatics and Machine Learning Software.
2015-08-14 18:34:28 +00:00
* [SciPy ](http://www.scipy.org/ ) - A Python-based ecosystem of open-source software for mathematics, science, and engineering.
* [statsmodels ](https://github.com/statsmodels/statsmodels ) - Statistical modeling and econometrics in Python.
* [SymPy ](https://github.com/sympy/sympy ) - A Python library for symbolic mathematics.
2016-11-06 08:05:46 +00:00
* [Zipline ](https://github.com/quantopian/zipline ) - A Pythonic algorithmic trading library.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Search
2014-06-29 11:32:01 +00:00
2016-11-12 14:27:45 +00:00
*Libraries and software for indexing and performing search queries on data.*
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [django-haystack ](https://github.com/django-haystack/django-haystack ) - Modular search for Django.
* [elasticsearch-dsl-py ](https://github.com/elastic/elasticsearch-dsl-py ) - The official high-level Python client for Elasticsearch.
* [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 ).
* [esengine ](https://github.com/catholabs/esengine ) - ElasticSearch ODM (Object Document Mapper) for Python.
* [solrpy ](https://github.com/edsu/solrpy ) - A Python client for [solr ](http://lucene.apache.org/solr/ ).
* [Whoosh ](http://whoosh.readthedocs.io/ ) - A fast, pure Python search engine library.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Serialization
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for serializing complex data types*
2014-07-03 07:36:22 +00:00
2016-11-12 14:27:45 +00:00
* [marshmallow ](https://github.com/marshmallow-code/marshmallow ) - marshmallow is an ORM/ODM/framework-agnostic library for converting complex datatypes, such as objects, to and from native Python datatypes.
2014-07-03 07:36:22 +00:00
2016-11-12 14:27:45 +00:00
## Serverless Frameworks
2014-07-03 07:36:22 +00:00
2016-11-12 14:27:45 +00:00
*Frameworks for developing serverless Python code.*
2014-07-17 21:39:01 +00:00
2016-11-12 14:27:45 +00:00
* [apex ](https://github.com/apex/apex ) - Build, deploy, and manage [AWS Lambda ](https://aws.amazon.com/lambda/ ) functions with ease.
* [python-lambda ](https://github.com/nficano/python-lambda ) - A toolkit for developing and deploying Python code in AWS Lambda.
* [Zappa ](https://github.com/Miserlou/Zappa ) - A tool for deploying WSGI applications on AWS Lambda and API Gateway.
2014-07-17 21:39:01 +00:00
2016-11-12 14:27:45 +00:00
## Specific Formats Processing
2014-07-17 21:39:01 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for parsing and manipulating specific text formats.*
2014-07-02 13:31:03 +00:00
2016-11-12 14:27:45 +00:00
* General
* [tablib ](https://github.com/kennethreitz/tablib ) - A module for Tabular Datasets in XLS, CSV, JSON, YAML.
* Office
* [Marmir ](https://github.com/brianray/mm ) - Takes Python data structures and turns them into spreadsheets.
* [openpyxl ](https://openpyxl.readthedocs.io/ ) - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
* [pyexcel ](https://github.com/pyexcel/pyexcel ) - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.
* [python-docx ](https://github.com/python-openxml/python-docx ) - Reads, queries and modifies Microsoft Word 2007/2008 docx files.
* [relatorio ](http://relatorio.tryton.org/ ) - Templating OpenDocument files.
* [unoconv ](https://github.com/dagwieers/unoconv ) - Convert between any document format supported by LibreOffice/OpenOffice.
* [XlsxWriter ](https://xlsxwriter.readthedocs.io ) - A Python module for creating Excel .xlsx files.
* [xlwings ](http://xlwings.org/ ) - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.
* [xlwt ](https://github.com/python-excel/xlwt ) / [xlrd ](https://github.com/python-excel/xlrd ) - Writing and reading data and formatting information from Excel files.
* PDF
* [PDFMiner ](https://github.com/euske/pdfminer ) - A tool for extracting information from PDF documents.
* [PyPDF2 ](https://github.com/mstamy2/PyPDF2 ) - A library capable of splitting, merging and transforming PDF pages.
* [ReportLab ](http://www.reportlab.com/opensource/ ) - Allowing Rapid creation of rich PDF documents.
* Markdown
* [Mistune ](https://github.com/lepture/mistune ) - Fastest and full featured pure Python parsers of Markdown.
* [Python-Markdown ](https://github.com/waylan/Python-Markdown ) - A Python implementation of John Gruber’
* YAML
* [PyYAML ](http://pyyaml.org/ ) - YAML implementations for Python.
* CSV
* [csvkit ](https://github.com/wireservice/csvkit ) - Utilities for converting to and working with CSV.
* Archive
* [unp ](https://github.com/mitsuhiko/unp ) - A command line tool that can unpack archives easily.
2014-07-02 13:31:03 +00:00
2016-11-12 14:27:45 +00:00
## Static Site Generator
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Static site generator is a software that takes some text + templates as input and produces HTML files on the output.*
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
* [Cactus ](https://github.com/koenbok/Cactus/ ) - Static site generator for designers.
* [Hyde ](http://hyde.github.io/ ) - Jinja2-based static web site generator.
* [Lektor ](https://www.getlektor.com/ ) - An easy to use static CMS and blog engine.
* [Nikola ](https://www.getnikola.com/ ) - A static website and blog generator.
* [Pelican ](http://blog.getpelican.com/ ) - Uses Markdown or ReST for content and Jinja 2 for themes. Supports DVCS, Disqus. AGPL.
* [Tinkerer ](http://tinkerer.me/ ) - Tinkerer is a blogging engine/.static website generator powered by Sphinx.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Tagging
2014-06-30 16:57:49 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for tagging items.*
2014-06-30 16:57:49 +00:00
2016-11-12 14:27:45 +00:00
* [django-taggit ](https://github.com/alex/django-taggit ) - Simple tagging for Django.
2014-06-30 17:38:43 +00:00
2016-11-12 14:27:45 +00:00
## Template Engine
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries and tools for templating and lexing.*
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
* [Genshi ](https://genshi.edgewall.org/ ) - Python templating toolkit for generation of web-aware output.
* [Jinja2 ](https://github.com/pallets/jinja ) - A modern and designer friendly templating language.
* [Mako ](http://www.makotemplates.org/ ) - Hyperfast and lightweight templating for the Python platform.
2014-06-27 21:04:05 +00:00
## Testing
2014-06-28 07:26:28 +00:00
*Libraries for testing codebases and generating test data.*
2014-06-27 21:04:05 +00:00
* Testing Frameworks
2016-04-21 05:04:23 +00:00
* [hypothesis ](https://github.com/HypothesisWorks/hypothesis-python ) - Hypothesis is an advanced Quickcheck style property based testing library.
2015-11-13 20:39:42 +00:00
* [mamba ](http://nestorsalceda.github.io/mamba/ ) - The definitive testing tool for Python. Born under the banner of BDD.
2016-12-13 17:28:27 +00:00
* [nose ](https://github.com/nose-devs/nose ) - A nicer unittest for Python.
* [nose2 ](https://github.com/nose-devs/nose2 ) - The successor to nose, based on unittest2.
2016-11-12 14:27:45 +00:00
* [pytest ](http://pytest.org/latest/ ) - A mature full-featured Python testing tool.
2015-08-05 21:20:38 +00:00
* [Robot Framework ](https://github.com/robotframework/robotframework ) - A generic test automation framework.
2014-06-27 21:04:05 +00:00
* [unittest ](https://docs.python.org/2/library/unittest.html ) - (Python standard library) Unit testing framework.
2016-03-20 13:11:52 +00:00
* Test Runners
* [green ](https://github.com/CleanCut/green ) - A clean, colorful test runner.
2016-11-12 14:27:45 +00:00
* [tox ](https://tox.readthedocs.io/ ) - Auto builds and tests distributions in multiple Python versions
2016-03-20 13:00:36 +00:00
* GUI / Web Testing
2014-08-13 14:25:17 +00:00
* [locust ](https://github.com/locustio/locust ) - Scalable user load testing tool written in Python.
2016-11-12 14:27:45 +00:00
* [PyAutoGUI ](https://github.com/asweigart/pyautogui ) - PyAutoGUI is a cross-platform GUI automation Python module for human beings.
* [Selenium ](https://pypi.python.org/pypi/selenium ) - Python bindings for [Selenium ](http://www.seleniumhq.org/ ) WebDriver.
2014-08-23 10:24:56 +00:00
* [sixpack ](https://github.com/seatgeek/sixpack ) - A language-agnostic A/B Testing framework.
2016-05-09 09:59:34 +00:00
* [splinter ](https://github.com/cobrateam/splinter ) - Open source tool for testing web applications.
2014-06-27 21:04:05 +00:00
* Mock
2014-07-01 08:41:59 +00:00
* [doublex ](https://pypi.python.org/pypi/doublex ) - Powerful test doubles framework for Python.
2014-07-08 21:19:31 +00:00
* [freezegun ](https://github.com/spulec/freezegun ) - Travel through time by mocking the datetime module.
2014-08-07 01:45:40 +00:00
* [httmock ](https://github.com/patrys/httmock ) - A mocking library for requests for Python 2.6+ and 3.2+.
2016-06-19 07:41:54 +00:00
* [httpretty ](https://github.com/gabrielfalcao/HTTPretty ) - HTTP request mock tool for Python.
2016-11-12 14:27:45 +00:00
* [mock ](https://docs.python.org/3/library/unittest.mock.html ) - (Python standard library) A mocking and patching library.
2015-11-13 20:39:42 +00:00
* [responses ](https://github.com/getsentry/responses ) - A utility library for mocking out the requests Python library.
2015-08-24 13:16:54 +00:00
* [VCR.py ](https://github.com/kevin1024/vcrpy ) - Record and replay HTTP interactions on your tests.
2015-08-28 18:04:35 +00:00
* Object Factories
* [factory_boy ](https://github.com/rbarrois/factory_boy ) - A test fixtures replacement for Python.
* [mixer ](https://github.com/klen/mixer ) - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc.
* [model_mommy ](https://github.com/vandersonmota/model_mommy ) - Creating random fixtures for testing in Django.
2014-08-13 14:25:17 +00:00
* Code Coverage
* [coverage ](https://pypi.python.org/pypi/coverage ) - Code coverage measurement.
2014-06-27 21:04:05 +00:00
* Fake Data
2016-11-12 14:27:45 +00:00
* [church ](https://github.com/lk-geimfari/church ) - is a Python library that help you generate fake data.
2014-12-27 05:17:32 +00:00
* [fake2db ](https://github.com/emirozer/fake2db ) - Fake database generator.
2016-11-12 14:27:45 +00:00
* [faker ](https://github.com/joke2k/faker ) - A Python package that generates fake data.
2014-09-19 10:17:38 +00:00
* [radar ](https://pypi.python.org/pypi/radar ) - Generate random datetime / time.
2014-07-01 07:13:26 +00:00
* Error Handler
2014-07-01 14:44:03 +00:00
* [FuckIt.py ](https://github.com/ajalt/fuckitpy ) - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Text Processing
2014-07-08 14:43:58 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for parsing and manipulating plain texts.*
2014-10-04 02:33:24 +00:00
2016-11-12 14:27:45 +00:00
* General
* [chardet ](https://github.com/chardet/chardet ) - Python 2/3 compatible character encoding detector.
* [difflib ](https://docs.python.org/2/library/difflib.html ) - (Python standard library) Helpers for computing deltas.
* [ftfy ](https://github.com/LuminosoInsight/python-ftfy ) - Makes Unicode text less broken and more consistent automagically.
* [fuzzywuzzy ](https://github.com/seatgeek/fuzzywuzzy ) - Fuzzy String Matching.
* [Levenshtein ](https://github.com/ztane/python-Levenshtein/ ) - Fast computation of Levenshtein distance and string similarity.
* [pangu.py ](https://github.com/vinta/pangu.py ) - Spacing texts for CJK and alphanumerics.
* [pyfiglet ](https://github.com/pwaller/pyfiglet ) - An implementation of figlet written in Python.
* [shortuuid ](https://github.com/stochastic-technologies/shortuuid ) - A generator library for concise, unambiguous and URL-safe UUIDs.
* [unidecode ](https://pypi.python.org/pypi/Unidecode ) - ASCII transliterations of Unicode text.
* [uniout ](https://github.com/moskytw/uniout ) - Print readable chars instead of the escaped string.
* [xpinyin ](https://github.com/lxneng/xpinyin ) - A library to translate Chinese hanzi (漢字) to pinyin (拼音).
* Slugify
* [awesome-slugify ](https://github.com/dimka665/awesome-slugify ) - A Python slugify library that can preserve unicode.
* [python-slugify ](https://github.com/un33k/python-slugify ) - A Python slugify library that translates unicode to ASCII.
* [unicode-slugify ](https://github.com/mozilla/unicode-slugify ) - A slugifier that generates unicode slugs with Django as a dependency.
* Parser
* [phonenumbers ](https://github.com/daviddrysdale/python-phonenumbers ) - Parsing, formatting, storing and validating international phone numbers.
* [PLY ](http://www.dabeaz.com/ply/ ) - Implementation of lex and yacc parsing tools for Python
* [Pygments ](http://pygments.org/ ) - A generic syntax highlighter.
* [pyparsing ](http://pyparsing.wikispaces.com/ ) - A general purpose framework for generating parsers.
* [python-nameparser ](https://github.com/derek73/python-nameparser ) - Parsing human names into their individual components.
* [python-user-agents ](https://github.com/selwin/python-user-agents ) - Browser user agent parser.
* [sqlparse ](https://github.com/andialbrecht/sqlparse ) - A non-validating SQL parser.
2014-07-08 14:43:58 +00:00
2014-06-27 21:04:05 +00:00
## Third-party APIs
2014-07-25 06:26:37 +00:00
*Libraries for accessing third party services APIs. See: [List of Python API Wrappers and Libraries ](https://github.com/realpython/list-of-python-api-wrappers ).*
2014-06-28 07:26:28 +00:00
* [apache-libcloud ](https://libcloud.apache.org/ ) - One Python library for all clouds.
2016-12-16 00:06:24 +00:00
* [boto3 ](https://github.com/boto/boto3 ) - Python interface to Amazon Web Services.
2015-08-14 18:34:28 +00:00
* [django-wordpress ](https://github.com/sunlightlabs/django-wordpress/ ) - WordPress models and views for Django.
2016-04-02 18:59:47 +00:00
* [facebook-sdk ](https://github.com/mobolic/facebook-sdk ) - Facebook Platform Python SDK.
2014-07-05 14:47:07 +00:00
* [facepy ](https://github.com/jgorset/facepy ) - Facepy makes it really easy to interact with Facebook's Graph API
2014-07-01 17:33:52 +00:00
* [gmail ](https://github.com/charlierguo/gmail ) - A Pythonic interface for Gmail.
2015-08-14 18:34:28 +00:00
* [google-api-python-client ](https://github.com/google/google-api-python-client ) - Google APIs Client Library for Python.
* [gspread ](https://github.com/burnash/gspread ) - Google Spreadsheets Python API.
* [twython ](https://github.com/ryanmcgrath/twython ) - A Python wrapper for the Twitter API.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## URL Manipulation
2014-07-05 14:47:07 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for parsing URLs.*
2014-07-05 14:47:07 +00:00
2016-11-12 14:27:45 +00:00
* [furl ](https://github.com/gruns/furl ) - A small Python library that makes manipulating URLs simple.
* [purl ](https://github.com/codeinthehole/purl ) - A simple, immutable URL class with a clean API for interrogation and manipulation.
* [pyshorteners ](https://github.com/ellisonleao/pyshorteners ) - A pure Python URL shortening lib.
* [short_url ](https://github.com/Alir3z4/python-short_url ) - Python implementation for generating Tiny URL and bit.ly-like URLs.
* [webargs ](https://github.com/sloria/webargs ) - A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, and Pyramid.
2014-07-16 20:21:56 +00:00
2016-11-12 14:27:45 +00:00
## Video
2014-08-03 06:32:02 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for manipulating video and GIFs.*
2014-08-03 06:32:02 +00:00
2016-11-12 14:27:45 +00:00
* [moviepy ](http://zulko.github.io/moviepy/ ) - A module for script-based movie editing with many formats, including animated GIFs.
* [scikit-video ](https://github.com/aizvorski/scikit-video ) - Video processing routines for SciPy.
2014-08-03 06:32:02 +00:00
2016-11-12 14:27:45 +00:00
## WSGI Servers
2014-12-08 16:09:06 +00:00
2016-11-12 14:27:45 +00:00
*WSGI-compatible web servers.*
2014-12-08 16:09:06 +00:00
2016-11-12 14:27:45 +00:00
* [bjoern ](https://pypi.python.org/pypi/bjoern ) - Asynchronous, very fast and written in C.
* [fapws3 ](http://www.fapws.org/ ) - Asynchronous (network side only), written in C.
* [gunicorn ](https://pypi.python.org/pypi/gunicorn ) - Pre-forked, partly written in C.
* [meinheld ](https://pypi.python.org/pypi/meinheld ) - Asynchronous, partly written in C.
* [netius ](https://github.com/hivesolutions/netius ) - Asynchronous, very fast.
* [paste ](http://pythonpaste.org/ ) - Multi-threaded, stable, tried and tested.
* [rocket ](https://pypi.python.org/pypi/rocket ) - Multi-threaded.
* [uWSGI ](https://uwsgi-docs.readthedocs.io/ ) - A project aims at developing a full stack for building hosting services, written in C.
* [waitress ](https://waitress.readthedocs.io/ ) - Multi-threaded, powers Pyramid.
* [Werkzeug ](http://werkzeug.pocoo.org/ ) - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.
2014-12-08 16:09:06 +00:00
2016-11-12 14:27:45 +00:00
## Web Content Extracting
2014-07-02 09:19:34 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for extracting web contents.*
2014-07-02 09:19:34 +00:00
2016-11-12 14:27:45 +00:00
* [Haul ](https://github.com/vinta/Haul ) - An Extensible Image Crawler.
* [html2text ](https://github.com/Alir3z4/html2text ) - Convert HTML to Markdown-formatted text.
* [lassie ](https://github.com/michaelhelmick/lassie ) - Web Content Retrieval for Humans.
* [micawber ](https://github.com/coleifer/micawber ) - A small library for extracting rich content from URLs.
* [newspaper ](https://github.com/codelucas/newspaper ) - News extraction, article extraction and content curation in Python.
* [opengraph ](https://github.com/erikriver/opengraph ) - A Python module to parse the Open Graph Protocol
* [python-goose ](https://github.com/grangier/python-goose ) - HTML Content/Article Extractor.
* [python-readability ](https://github.com/buriy/python-readability ) - Fast Python port of arc90's readability tool.
* [sanitize ](https://github.com/Alir3z4/python-sanitize ) - Bringing sanity to world of messed-up data.
* [sumy ](https://github.com/miso-belica/sumy ) - A module for automatic summarization of text documents and HTML pages.
* [textract ](https://github.com/deanmalmgren/textract ) - Extract text from any document, Word, PowerPoint, PDFs, etc.
2014-07-02 09:19:34 +00:00
2016-11-12 14:27:45 +00:00
## Web Crawling
2014-07-25 05:34:49 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for scraping websites.*
2014-07-25 05:34:49 +00:00
2016-11-12 14:27:45 +00:00
* [cola ](https://github.com/chineking/cola ) - A distributed crawling framework.
* [Demiurge ](https://github.com/matiasb/demiurge ) - PyQuery-based scraping micro-framework.
* [feedparser ](http://pythonhosted.org/feedparser/ ) - Universal feed parser.
* [Grab ](http://grablib.org/ ) - Site scraping framework.
* [MechanicalSoup ](https://github.com/hickford/MechanicalSoup ) - A Python library for automating interaction with websites.
* [portia ](https://github.com/scrapinghub/portia ) - Visual scraping for Scrapy.
* [pyspider ](https://github.com/binux/pyspider ) - A powerful spider system.
* [RoboBrowser ](https://github.com/jmcarp/robobrowser ) - A simple, Pythonic library for browsing the web without a standalone web browser.
* [Scrapy ](http://scrapy.org/ ) - A fast high-level screen scraping and web crawling framework.
2014-07-25 05:34:49 +00:00
2016-11-12 14:27:45 +00:00
## Web Frameworks
2014-06-30 15:54:45 +00:00
2016-11-12 14:27:45 +00:00
*Full stack web frameworks.*
2014-07-02 09:19:34 +00:00
2016-11-12 14:27:45 +00:00
* [Bottle ](http://bottlepy.org/docs/dev/index.html ) - A fast, simple and lightweight WSGI micro web-framework.
* [CherryPy ](http://www.cherrypy.org/ ) - A minimalist Python web framework, HTTP/1.1-compliant and WSGI thread-pooled.
* [Django ](https://www.djangoproject.com/ ) - The most popular web framework in Python.
* [awesome-django ](https://github.com/rosarior/awesome-django )
* [Flask ](http://flask.pocoo.org/ ) - A microframework for Python.
* [awesome-flask ](https://github.com/humiaozuzu/awesome-flask )
* [Pyramid ](http://www.pylonsproject.org/ ) - A small, fast, down-to-earth, open source Python web framework.
* [awesome-pyramid ](https://github.com/uralbash/awesome-pyramid )
* [Tornado ](http://www.tornadoweb.org/en/latest/ ) - A Web framework and asynchronous networking library.
* [TurboGears ](http://www.turbogears.org/ ) - A microframework that can scale up to a full stack solution.
2014-06-30 15:54:45 +00:00
2016-11-12 14:27:45 +00:00
## WebSocket
2015-06-08 22:26:18 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for working with WebSocket.*
2015-06-08 22:26:18 +00:00
2016-11-12 14:27:45 +00:00
* [AutobahnPython ](https://github.com/crossbario/autobahn-python ) - WebSocket & WAMP for Python on Twisted and [asyncio ](https://docs.python.org/3/library/asyncio.html ).
* [Crossbar ](https://github.com/crossbario/crossbar/ ) - Open-source Unified Application Router (Websocket & WAMP for Python on Autobahn).
* [django-socketio ](https://github.com/stephenmcd/django-socketio ) - WebSockets for Django.
* [WebSocket-for-Python ](https://github.com/Lawouach/WebSocket-for-Python ) - WebSocket client and server library for Python 2 and 3 as well as PyPy.
2015-06-08 22:26:18 +00:00
2015-09-02 13:06:59 +00:00
# Services
2015-09-03 11:26:31 +00:00
Online tools and APIs to simplify development.
2015-09-02 13:06:59 +00:00
2015-09-03 12:23:31 +00:00
## Continuous Integration
2015-09-04 14:40:35 +00:00
*See: [awesome-CIandCD ](https://github.com/ciandcd/awesome-ciandcd#online-build-system ).*
* [CircleCI ](https://circleci.com/ ) - A CI service that can run very fast parallel testing. (GitHub only)
2016-11-12 14:27:45 +00:00
* [Travis CI ](https://travis-ci.org ) - A popular CI service for your open source and [private ](https://travis-ci.com ) projects. (GitHub only)
2015-09-03 12:23:31 +00:00
* [Vexor CI ](https://vexor.io ) - A continuous integration tool for private apps with pay-per-minute billing model.
2015-09-04 14:40:35 +00:00
* [Wercker ](http://wercker.com/ ) - A Docker-based platform for building and deploying applications and microservices.
2015-09-02 13:06:59 +00:00
2015-09-03 12:24:57 +00:00
## Code Quality
2016-01-26 12:04:24 +00:00
* [Codacy ](https://www.codacy.com/ ) - Automated Code Review to ship better code, faster. Free for Open Source.
2016-11-12 14:27:45 +00:00
* [Codecov ](https://codecov.io/ ) - Code coverage dashboard.
2016-05-09 10:06:33 +00:00
* [Landscape ](https://landscape.io/ ) - Hosted continuous Python code metrics.
2015-09-03 12:24:57 +00:00
* [QuantifiedCode ](https://www.quantifiedcode.com/ ) - A data-driven, automated, continuous code review tool.
2014-06-30 15:54:45 +00:00
2014-07-01 18:30:10 +00:00
# Resources
2014-06-27 21:04:05 +00:00
2014-07-01 18:30:10 +00:00
Where to discover new Python libraries.
2014-06-27 21:04:05 +00:00
2016-11-12 14:34:01 +00:00
## Podcasts
2015-06-08 22:26:18 +00:00
2016-11-12 14:34:01 +00:00
* [Podcast.init ](http://podcastinit.com/ )
* [Talk Python To Me ](https://talkpython.fm/ )
2015-06-08 22:26:18 +00:00
2016-11-12 14:34:01 +00:00
## Twitter
2014-06-27 21:04:05 +00:00
2016-11-12 14:34:01 +00:00
* [@codetengu ](https://twitter.com/codetengu )
* [@getpy ](https://twitter.com/getpy )
* [@importpython ](https://twitter.com/importpython )
* [@planetpython ](https://twitter.com/planetpython )
* [@pycoders ](https://twitter.com/pycoders )
* [@pypi ](https://twitter.com/pypi )
* [@pythontrending ](https://twitter.com/pythontrending )
* [@PythonWeekly ](https://twitter.com/PythonWeekly )
2014-06-27 21:04:05 +00:00
## Websites
2016-08-01 10:44:02 +00:00
* [/r/CoolGithubProjects ](https://www.reddit.com/r/coolgithubprojects/ )
2016-11-12 14:27:45 +00:00
* [/r/Python ](https://www.reddit.com/r/python )
* [Awesome Python @LibHunt ](http://python.libhunt.com )
2015-08-06 16:08:56 +00:00
* [Django Packages ](https://www.djangopackages.com/ )
2016-03-16 13:13:15 +00:00
* [Full Stack Python ](https://www.fullstackpython.com/ )
2016-11-12 14:27:45 +00:00
* [PyPI Ranking ](http://pypi-ranking.info/alltime )
2015-08-06 16:08:56 +00:00
* [Python 3 Wall of Superpowers ](http://python3wos.appspot.com/ )
* [Python Hackers ](http://pythonhackers.com/open-source/ )
2015-07-15 14:42:13 +00:00
* [Python ZEEF ](https://python.zeef.com/alan.richmond )
2016-11-08 09:13:10 +00:00
* [Python 开发社区 ](http://python.ctolib.com )
2015-08-06 16:08:56 +00:00
* [Trending Python repositories on GitHub today ](https://github.com/trending?l=python )
2014-06-27 21:04:05 +00:00
2014-06-30 15:37:26 +00:00
## Weekly
2016-05-09 10:06:11 +00:00
* [CodeTengu Weekly ](http://weekly.codetengu.com/ )
2015-07-15 14:42:13 +00:00
* [Import Python Newsletter ](http://importpython.com/newsletter/ )
2014-12-09 05:21:32 +00:00
* [Pycoder's Weekly ](http://pycoders.com/ )
* [Python Weekly ](http://www.pythonweekly.com/ )
2014-06-30 15:37:26 +00:00
2014-07-10 05:38:27 +00:00
# Other Awesome Lists
2014-07-12 13:18:59 +00:00
2014-07-31 03:21:56 +00:00
List of lists.
2016-11-12 14:27:45 +00:00
* Monty
* [awesome ](https://github.com/sindresorhus/awesome )
* [lists ](https://github.com/jnv/lists )
2014-07-31 03:21:56 +00:00
* Python
2016-07-20 02:54:27 +00:00
* [pycrumbs ](https://github.com/kirang89/pycrumbs )
2014-07-31 03:21:56 +00:00
* [python-github-projects ](https://github.com/checkcheckzz/python-github-projects )
* [python_reference ](https://github.com/rasbt/python_reference )
2015-07-15 14:42:13 +00:00
* [pythonidae ](https://github.com/svaksha/pythonidae )
2014-07-10 05:38:27 +00:00
2015-10-03 09:55:32 +00:00
# Contributing
2015-01-02 10:27:30 +00:00
2015-10-03 09:55:32 +00:00
Your contributions are always welcome! Please take a look at the [contribution guidelines ](https://github.com/vinta/awesome-python/blob/master/CONTRIBUTING.md ) first.
2015-01-02 10:27:30 +00:00
2016-08-11 15:11:43 +00:00
I will keep some pull requests open if I'm not sure whether those libraries are awesome, you could [vote for them ](https://github.com/vinta/awesome-python/pulls ) by adding :+1: to them. Pull requests will be merged when their votes reach **20** .
