fucking-awesome-python/README.md

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# Fucking Awesome Python
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A curated list with Github stars and forks stats based on awesome [awesome-python](https://github.com/vinta/awesome-python)
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Inspired by [fucking-awesome-go](https://github.com/hvnsweeting/fucking-awesome-go).
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- [Awesome Python](#awesome-python)
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- [Admin Panels](#admin-panels)
- [Algorithms and Design Patterns](#algorithms-and-design-patterns)
- [Anti-spam](#anti-spam)
- [Asset Management](#asset-management)
- [Audio](#audio)
- [Authentication](#authentication)
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- [Build Tools](#build-tools)
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- [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)
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- [Date and Time](#date-and-time)
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- [Debugging Tools](#debugging-tools)
- [Deep Learning](#deep-learning)
- [DevOps Tools](#devops-tools)
- [Distribution](#distribution)
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- [Documentation](#documentation)
- [Downloader](#downloader)
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- [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)
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- [Geolocation](#geolocation)
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- [GUI](#gui)
- [Hardware](#hardware)
- [High Performance](#high-performance)
- [HTML Manipulation](#html-manipulation)
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- [HTTP](#http)
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- [Imagery](#imagery)
- [Interactive Interpreter](#interactive-interpreter)
- [Internationalization](#internationalization)
- [Job Scheduler](#job-scheduler)
- [Logging](#logging)
- [Machine Learning](#machine-learning)
- [MapReduce](#mapreduce)
- [Miscellaneous](#miscellaneous)
- [Natural Language Processing](#natural-language-processing)
- [Network Virtualization](#network-virtualization-and-sdn)
- [Networking](#networking)
- [News Feed](#news-feed)
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- [ORM](#orm)
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- [Package Management](#package-management)
- [Package Repositories](#package-repositories)
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- [Permissions](#permissions)
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- [Processes](#processes)
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- [Queue](#queue)
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- [RESTful API](#restful-api)
- [RPC Servers](#rpc-servers)
- [Science](#science)
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- [Search](#search)
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- [Serialization](#serialization)
- [Serverless Frameworks](#serverless-frameworks)
- [Specific Formats Processing](#specific-formats-processing)
- [Static Site Generator](#static-site-generator)
- [Tagging](#tagging)
- [Template Engine](#template-engine)
- [Testing](#testing)
- [Text Processing](#text-processing)
- [Third-party APIs](#third-party-apis)
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- [URL Manipulation](#url-manipulation)
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- [Video](#video)
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- [Web Content Extracting](#web-content-extracting)
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- [Web Crawling](#web-crawling)
- [Web Frameworks](#web-frameworks)
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- [WebSocket](#websocket)
- [WSGI Servers](#wsgi-servers)
- [Services](#services)
- [Code Quality](#code-quality)
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- [Continuous Integration](#continuous-integration)
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- [Resources](#resources)
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- [Podcasts](#podcasts)
- [Twitter](#twitter)
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- [Websites](#websites)
- [Weekly](#weekly)
- [Other Awesome Lists](#other-awesome-lists)
- [Contributing](#contributing)
- - -
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## Admin Panels
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*Libraries for administrative interfaces.*
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* [:octocat: Ajenti](https://github.com/Eugeny/ajenti) - :star: 215 :fork_and_knife: 42 - The admin panel your servers deserve.
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* [:earth_americas: django-suit](http://djangosuit.com/) - Alternative Django Admin-Interface (free only for Non-commercial use).
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* [:octocat: django-xadmin](https://github.com/sshwsfc/xadmin) - :star: 1858 :fork_and_knife: 584 - Drop-in replacement of Django admin comes with lots of goodies.
* [:octocat: flask-admin](https://github.com/flask-admin/flask-admin) - :star: 2080 :fork_and_knife: 686 - Simple and extensible administrative interface framework for Flask.
* [:octocat: flower](https://github.com/mher/flower) - :star: 2063 :fork_and_knife: 379 - Real-time monitor and web admin for Celery.
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* [:earth_americas: Grappelli](http://grappelliproject.com) - A jazzy skin for the Django Admin-Interface.
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* [:octocat: Wooey](https://github.com/wooey/wooey) - :star: 767 :fork_and_knife: 69 - A Django app which creates automatic web UIs for Python scripts.
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## Algorithms and Design Patterns
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*Python implementation of algorithms and design patterns.*
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* [:octocat: algorithms](https://github.com/nryoung/algorithms) - :star: 1922 :fork_and_knife: 498 - A module of algorithms for Python.
* [:octocat: PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - :star: 223 :fork_and_knife: 13 - A simple yet effective library for implementing common design patterns.
* [:octocat: python-patterns](https://github.com/faif/python-patterns) - :star: 10213 :fork_and_knife: 2457 - A collection of design patterns in Python.
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* [:earth_americas: sortedcontainers](http://www.grantjenks.com/docs/sortedcontainers/) - Fast, pure-Python implementation of SortedList, SortedDict, and SortedSet types.
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## Anti-spam
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*Libraries for fighting spam.*
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* [:octocat: django-simple-captcha](https://github.com/mbi/django-simple-captcha) - :star: 415 :fork_and_knife: 164 - A simple and highly customizable Django app to add captcha images to any Django form.
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* [:octocat: django-simple-spam-blocker](https://github.com/moqada/django-simple-spam-blocker) - :star: 10 :fork_and_knife: 2 - Simple spam blocker for Django.
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## Asset Management
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*Tools for managing, compressing and minifying website assets.*
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* [:octocat: django-compressor](https://github.com/django-compressor/django-compressor) - :star: 1805 :fork_and_knife: 500 - Compresses linked and inline JavaScript or CSS into a single cached file.
* [:octocat: django-pipeline](https://github.com/jazzband/django-pipeline) - :star: 1113 :fork_and_knife: 296 - An asset packaging library for Django.
* [:octocat: django-storages](https://github.com/jschneier/django-storages) - :star: 528 :fork_and_knife: 210 - A collection of custom storage back ends for Django.
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* [:earth_americas: fanstatic](http://www.fanstatic.org/en/latest/) - Packages, optimizes, and serves static file dependencies as Python packages.
* [:earth_americas: fileconveyor](http://fileconveyor.org/) - A daemon to detect and sync files to CDNs, S3 and FTP.
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* [:octocat: flask-assets](https://github.com/miracle2k/flask-assets) - :star: 304 :fork_and_knife: 79 - Helps you integrate webassets into your Flask app.
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* [:octocat: jinja-assets-compressor](https://github.com/jaysonsantos/jinja-assets-compressor) - :star: 63 :fork_and_knife: 9 - A Jinja extension to compile and compress your assets.
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* [:octocat: webassets](https://github.com/miracle2k/webassets) - :star: 779 :fork_and_knife: 223 - Bundles, optimizes, and manages unique cache-busting URLs for static resources.
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## Audio
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*Libraries for manipulating audio.*
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* [:octocat: audiolazy](https://github.com/danilobellini/audiolazy) - :star: 259 :fork_and_knife: 34 - Expressive Digital Signal Processing (DSP) package for Python.
* [:octocat: audioread](https://github.com/beetbox/audioread) - :star: 125 :fork_and_knife: 40 - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.
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* [:earth_americas: beets](http://beets.io/) - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger.
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* [:octocat: dejavu](https://github.com/worldveil/dejavu) - :star: 2767 :fork_and_knife: 520 - Audio fingerprinting and recognition.
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* [:octocat: django-elastic-transcoder](https://github.com/StreetVoice/django-elastic-transcoder) - :star: 35 :fork_and_knife: 17 - Django + [Amazon Elastic Transcoder](http://aws.amazon.com/elastictranscoder/).
* [:earth_americas: eyeD3](http://eyed3.nicfit.net/) - A tool for working with audio files, specifically MP3 files containing ID3 metadata.
* [:earth_americas: id3reader](http://nedbatchelder.com/code/modules/id3reader.py) - A Python module for reading MP3 meta data.
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* [:octocat: m3u8](https://github.com/globocom/m3u8) - :star: 230 :fork_and_knife: 99 - A module for parsing m3u8 file.
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* [:earth_americas: mingus](http://bspaans.github.io/python-mingus/) - An advanced music theory and notation package with MIDI file and playback support.
* [:earth_americas: mutagen](https://bitbucket.org/lazka/mutagen) - A Python module to handle audio metadata.
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* [:octocat: pydub](https://github.com/jiaaro/pydub) - :star: 1676 :fork_and_knife: 180 - Manipulate audio with a simple and easy high level interface.
* [:octocat: pyechonest](https://github.com/echonest/pyechonest) - :star: 588 :fork_and_knife: 1106 - Python client for the [Echo Nest](http://developer.echonest.com/) API.
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* [:earth_americas: talkbox](http://scikits.appspot.com/talkbox) - A Python library for speech/signal processing.
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* [:octocat: TimeSide](https://github.com/Parisson/TimeSide) - :star: 183 :fork_and_knife: 26 - Open web audio processing framework.
* [:octocat: tinytag](https://github.com/devsnd/tinytag) - :star: 216 :fork_and_knife: 29 - A library for reading music meta data of MP3, OGG, FLAC and Wave files.
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## Authentication
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*Libraries for implementing authentications schemes.*
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* OAuth
* [:earth_americas: Authomatic](http://peterhudec.github.io/authomatic/) - Simple but powerful framework agnostic authentication/authorization client.
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* [:octocat: django-allauth](https://github.com/pennersr/django-allauth) - :star: 2792 :fork_and_knife: 1028 - Authentication app for Django that "just works."
* [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - :star: 901 :fork_and_knife: 278 - OAuth 2 goodies for Django.
* [:octocat: Flask-OAuthlib](https://github.com/lepture/flask-oauthlib) - :star: 871 :fork_and_knife: 250 - OAuth 1.0/a, 2.0 implementation of client and provider for Flask.
* [:octocat: OAuthLib](https://github.com/idan/oauthlib) - :star: 1289 :fork_and_knife: 280 - A generic and thorough implementation of the OAuth request-signing logic.
* [:octocat: python-oauth2](https://github.com/joestump/python-oauth2) - :star: 2532 :fork_and_knife: 982 - A fully tested, abstract interface to creating OAuth clients and servers.
* [:octocat: python-social-auth](https://github.com/omab/python-social-auth) - :star: 2596 :fork_and_knife: 1153 - An easy-to-setup social authentication mechanism.
* [:octocat: rauth](https://github.com/litl/rauth) - :star: 1462 :fork_and_knife: 150 - A Python library for OAuth 1.0/a, 2.0, and Ofly.
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* [:octocat: sanction](https://github.com/demianbrecht/sanction) - :star: 162 :fork_and_knife: 39 - A dead simple OAuth2 client implementation.
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* Others
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* [:octocat: jose](https://github.com/demonware/jose) - :star: 59 :fork_and_knife: 20 - JavaScript Object Signing and Encryption draft implementation.
* [:octocat: PyJWT](https://github.com/jpadilla/pyjwt) - :star: 1083 :fork_and_knife: 147 - Implementation of the JSON Web Token draft 01.
* [:octocat: python-jws](https://github.com/brianloveswords/python-jws) - :star: 48 :fork_and_knife: 18 - Implementation of JSON Web Signatures draft 02.
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* [:octocat: python-jwt](https://github.com/davedoesdev/python-jwt) - :star: 113 :fork_and_knife: 11 - Module for generating and verifying JSON Web Tokens.
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## Build Tools
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*Compile software from source code.*
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* [:earth_americas: BitBake](http://www.yoctoproject.org/docs/1.6/bitbake-user-manual/bitbake-user-manual.html) - A make-like build tool for embedded Linux.
* [:earth_americas: buildout](http://www.buildout.org/en/latest/) - A build system for creating, assembling and deploying applications from multiple parts.
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* [:octocat: PlatformIO](https://github.com/platformio/platformio) - :star: 1446 :fork_and_knife: 213 - A console tool to build code with different development platforms.
* [:octocat: PyBuilder](https://github.com/pybuilder/pybuilder) - :star: 798 :fork_and_knife: 163 - A continuous build tool written in pure Python.
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* [:earth_americas: SCons](http://www.scons.org/) - A software construction tool.
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## CMS
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*Content Management Systems.*
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* [:earth_americas: django-cms](http://www.django-cms.org/en/) - An Open source enterprise CMS based on the Django.
* [:earth_americas: djedi-cms](http://djedi-cms.org/) - A lightweight but yet powerful Django CMS with plugins, inline editing and performance in mind.
* [:earth_americas: FeinCMS](http://www.feincms.org/) - One of the most advanced Content Management Systems built on Django.
* [:earth_americas: Kotti](http://kotti.pylonsproject.org/) - A high-level, Pythonic web application framework built on Pyramid.
* [:earth_americas: Mezzanine](http://mezzanine.jupo.org/) - A powerful, consistent, and flexible content management platform.
* [:earth_americas: Opps](http://opps.github.io/opps/) - A Django-based CMS for magazines, newspapers websites and portals with high-traffic.
* [:earth_americas: Plone](https://plone.org/) - A CMS built on top of the open source application server Zope.
* [:earth_americas: Quokka](http://quokkaproject.org/) - Flexible, extensible, small CMS powered by Flask and MongoDB.
* [:earth_americas: Wagtail](https://wagtail.io/) - A Django content management system.
* [:earth_americas: Widgy](https://wid.gy/) - Last CMS framework, based on Django.
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## Caching
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*Libraries for caching data.*
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* [:octocat: Beaker](https://github.com/bbangert/beaker) - :star: 268 :fork_and_knife: 90 - A library for caching and sessions for use with web applications and stand-alone Python scripts and applications.
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* [:earth_americas: DiskCache](http://www.grantjenks.com/docs/diskcache/) - SQLite and file backed cache backend with faster lookups than memcached and redis.
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* [:octocat: django-cache-machine](https://github.com/django-cache-machine/django-cache-machine) - :star: 651 :fork_and_knife: 129 - Automatic caching and invalidation for Django models.
* [:octocat: django-cacheops](https://github.com/Suor/django-cacheops) - :star: 623 :fork_and_knife: 103 - A slick ORM cache with automatic granular event-driven invalidation.
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* [:octocat: django-viewlet](https://github.com/5monkeys/django-viewlet) - :star: 55 :fork_and_knife: 12 - Render template parts with extended cache control.
* [:earth_americas: dogpile.cache](http://dogpilecache.readthedocs.io/) - dogpile.cache is next generation replacement for Beaker made by same authors.
* [:earth_americas: HermesCache](https://pypi.python.org/pypi/HermesCache) - Python caching library with tag-based invalidation and dogpile effect prevention.
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* [:octocat: johnny-cache](https://github.com/jmoiron/johnny-cache) - :star: 267 :fork_and_knife: 89 - A caching framework for django applications.
* [:octocat: pylibmc](https://github.com/lericson/pylibmc) - :star: 337 :fork_and_knife: 108 - A Python wrapper around the [libmemcached](http://libmemcached.org/libMemcached.html) interface.
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## ChatOps Tools
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*Libraries for chatbot development.*
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* [:earth_americas: Errbot](http://errbot.io/) - The easiest and most popular chatbot to implement ChatOps.
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## Code Analysis and Linter
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*Libraries and tools for analysing, parsing and manipulation codebases.*
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* Code Analysis
* [:earth_americas: coala](http://coala-analyzer.org/) - Language independent and easily extendable code analysis application.
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* [:octocat: code2flow](https://github.com/scottrogowski/code2flow) - :star: 324 :fork_and_knife: 49 - Turn your Python and JavaScript code into DOT flowcharts.
* [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - :star: 752 :fork_and_knife: 115 - A library that visualises the flow (call graph) of your Python application.
* [:octocat: pysonar2](https://github.com/yinwang0/pysonar2) - :star: 2381 :fork_and_knife: 647 - A type inferencer and indexer for Python.
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* Linter
* [:earth_americas: Flake8](https://pypi.python.org/pypi/flake8) - The modular source code checker: pep8, pyflakes and co.
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* [:octocat: pylama](https://github.com/klen/pylama) - :star: 256 :fork_and_knife: 36 - Code audit tool for Python and JavaScript.
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* [:earth_americas: Pylint](https://www.pylint.org/) - A Fully customizable source code analyzer.
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## Command-line Tools
*Libraries for building command-line application.*
* Command-line Application Development
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* [:octocat: asciimatics](https://github.com/peterbrittain/asciimatics) - :star: 456 :fork_and_knife: 31 - 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.
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* [:earth_americas: cement](http://builtoncement.com/) - CLI Application Framework for Python.
* [:earth_americas: click](http://click.pocoo.org/dev/) - A package for creating beautiful command line interfaces in a composable way.
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* [:earth_americas: cliff](http://docs.openstack.org/developer/cliff/) - A framework for creating command-line programs with multi-level commands.
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* [:octocat: clint](https://github.com/kennethreitz/clint) - :star: 2135 :fork_and_knife: 203 - Python Command-line Application Tools.
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* [:earth_americas: colorama](https://pypi.python.org/pypi/colorama) - Cross-platform colored terminal text.
* [:earth_americas: docopt](http://docopt.org/) - Pythonic command line arguments parser.
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* [:octocat: Gooey](https://github.com/chriskiehl/Gooey) - :star: 4420 :fork_and_knife: 240 - Turn command line programs into a full GUI application with one line
* [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - :star: 3247 :fork_and_knife: 200 - A Library for building powerful interactive command lines.
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* Productivity Tools
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* [:octocat: aws-cli](https://github.com/aws/aws-cli) - :star: 4516 :fork_and_knife: 737 - A universal command-line interface for Amazon Web Services.
* [:octocat: bashplotlib](https://github.com/glamp/bashplotlib) - :star: 661 :fork_and_knife: 51 - Making basic plots in the terminal.
* [:octocat: caniusepython3](https://github.com/brettcannon/caniusepython3) - :star: 266 :fork_and_knife: 33 - Determine what projects are blocking you from porting to Python 3.
* [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - :star: 4387 :fork_and_knife: 518 - A command-line utility that creates projects from cookiecutters (project templates).
* [:octocat: doitlive](https://github.com/sloria/doitlive) - :star: 768 :fork_and_knife: 24 - A tool for live presentations in the terminal.
* [:octocat: howdoi](https://github.com/gleitz/howdoi) - :star: 4860 :fork_and_knife: 450 - Instant coding answers via the command line.
* [:octocat: httpie](https://github.com/jkbrzt/httpie) - :star: 27804 :fork_and_knife: 1795 - A command line HTTP client, a user-friendly cURL replacement.
* [:octocat: mycli](https://github.com/dbcli/mycli) - :star: 3329 :fork_and_knife: 176 - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.
* [:octocat: PathPicker](https://github.com/facebook/PathPicker) - :star: 3138 :fork_and_knife: 195 - Select files out of bash output.
* [:octocat: percol](https://github.com/mooz/percol) - :star: 2226 :fork_and_knife: 103 - Adds flavor of interactive selection to the traditional pipe concept on UNIX.
* [:octocat: pgcli](https://github.com/dbcli/pgcli) - :star: 5162 :fork_and_knife: 213 - Postgres CLI with autocompletion and syntax highlighting.
* [:octocat: SAWS](https://github.com/donnemartin/saws) - :star: 3086 :fork_and_knife: 120 - A Supercharged AWS CLI.
* [:octocat: thefuck](https://github.com/nvbn/thefuck) - :star: 23655 :fork_and_knife: 1145 - Correcting your previous console command.
* [:octocat: try](https://github.com/timofurrer/try) - :star: 336 :fork_and_knife: 16 - A dead simple CLI to try out python packages - It's never been easier.
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## Compatibility
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*Libraries for migrating from Python 2 to 3.*
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* [:earth_americas: Python-Future](http://python-future.org/index.html) - The missing compatibility layer between Python 2 and Python 3.
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* [:octocat: Python-Modernize](https://github.com/mitsuhiko/python-modernize) - :star: 429 :fork_and_knife: 34 - Modernizes Python code for eventual Python 3 migration.
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* [:earth_americas: Six](https://pypi.python.org/pypi/six) - Python 2 and 3 compatibility utilities.
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## Computer Vision
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*Libraries for computer vision.*
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* [:earth_americas: OpenCV](http://opencv.org/) - Open Source Computer Vision Library.
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* [:octocat: pyocr](https://github.com/jflesch/pyocr) - :star: 431 :fork_and_knife: 82 - A wrapper for Tesseract and Cuneiform.
* [:octocat: pytesseract](https://github.com/madmaze/pytesseract) - :star: 625 :fork_and_knife: 127 - Another wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr).
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* [:earth_americas: SimpleCV](http://simplecv.org/) - An open source framework for building computer vision applications.
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## Concurrency and Parallelism
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*Libraries for concurrent and parallel execution.*
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* [:earth_americas: eventlet](http://eventlet.net/) - Asynchronous framework with WSGI support.
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* [:octocat: gevent](http://www.gevent.org/) - :star: 724 :fork_and_knife: 131 - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet).
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* [:earth_americas: multiprocessing](https://docs.python.org/2/library/multiprocessing.html) - (Python standard library) Process-based "threading" interface.
* [:earth_americas: threading](https://docs.python.org/2/library/threading.html) - (Python standard library) Higher-level threading interface.
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* [:octocat: Tomorrow](https://github.com/madisonmay/Tomorrow) - :star: 1205 :fork_and_knife: 67 - Magic decorator syntax for asynchronous code.
* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 2900 :fork_and_knife: 108 - Ultra fast implementation of asyncio event loop on top of libuv.
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## Configuration
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*Libraries for storing and parsing configuration options.*
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* [:earth_americas: config](https://www.red-dove.com/config-doc/) - Hierarchical config from the author of [logging](https://docs.python.org/2/library/logging.html).
* [:earth_americas: ConfigObj](http://www.voidspace.org.uk/python/configobj.html) - INI file parser with validation.
* [:earth_americas: ConfigParser](https://docs.python.org/2/library/configparser.html) - (Python standard library) INI file parser.
* [:earth_americas: profig](http://profig.readthedocs.org/en/default/) - Config from multiple formats with value conversion.
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* [:octocat: python-decouple](https://github.com/henriquebastos/python-decouple) - :star: 337 :fork_and_knife: 25 - Strict separation of settings from code.
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## Cryptography
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* [:earth_americas: cryptography](https://cryptography.io/en/latest/) - A package designed to expose cryptographic primitives and recipes to Python developers.
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* [:octocat: hashids](https://github.com/davidaurelio/hashids-python) - :star: 533 :fork_and_knife: 41 - Implementation of [hashids](http://hashids.org) in Python.
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* [:earth_americas: Paramiko](http://www.paramiko.org/) - A Python (2.6+, 3.3+) implementation of the SSHv2 protocol, providing both client and server functionality.
* [:earth_americas: Passlib](https://pythonhosted.org/passlib/) - Secure password storage/hashing library, very high level.
* [:earth_americas: PyCrypto](https://www.dlitz.net/software/pycrypto/) - The Python Cryptography Toolkit.
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* [:octocat: PyNacl](https://github.com/pyca/pynacl) - :star: 331 :fork_and_knife: 69 - Python binding to the Networking and Cryptography (NaCl) library.
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## Data Analysis
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*Libraries for data analyzing.*
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* [:octocat: Blaze](https://github.com/blaze/blaze) - :star: 1816 :fork_and_knife: 251 - NumPy and Pandas interface to Big Data.
* [:octocat: Open Mining](https://github.com/mining/mining) - :star: 686 :fork_and_knife: 115 - Business Intelligence (BI) in Pandas interface.
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* [:earth_americas: Orange](http://orange.biolab.si/) - Data mining, data visualization, analysis and machine learning through visual programming or scripts.
* [:earth_americas: Pandas](http://pandas.pydata.org/) - A library providing high-performance, easy-to-use data structures and data analysis tools.
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## Data Validation
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*Libraries for validating data. Used for forms in many cases.*
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* [:octocat: Cerberus](https://github.com/nicolaiarocci/cerberus/) - :star: 809 :fork_and_knife: 99 - A lightweight and extensible data validation library.
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* [:earth_americas: colander](http://docs.pylonsproject.org/projects/colander/en/latest/) - Validating and deserializing data obtained via XML, JSON, an HTML form post.
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* [:octocat: jsonschema](https://github.com/Julian/jsonschema) - :star: 1044 :fork_and_knife: 199 - An implementation of [JSON Schema](http://json-schema.org/) for Python.
* [:octocat: schema](https://github.com/keleshev/schema) - :star: 1002 :fork_and_knife: 87 - A library for validating Python data structures.
* [:octocat: Schematics](https://github.com/schematics/schematics) - :star: 1691 :fork_and_knife: 214 - Data Structure Validation.
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* [:octocat: valideer](https://github.com/podio/valideer) - :star: 172 :fork_and_knife: 10 - Lightweight extensible data validation and adaptation library.
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* [:octocat: voluptuous](https://github.com/alecthomas/voluptuous) - :star: 752 :fork_and_knife: 110 - A Python data validation library.
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## Data Visualization
*Libraries for visualizing data. See: [awesome-javascript](https://github.com/sorrycc/awesome-javascript#data-visualization).*
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* [:octocat: Altair](https://github.com/altair-viz/altair) - :star: 1098 :fork_and_knife: 91 - Declarative statistical visualization library for Python.
* [:octocat: Bokeh](https://github.com/bokeh/bokeh) - :star: 5298 :fork_and_knife: 1250 - Interactive Web Plotting for Python.
* [:octocat: ggplot](https://github.com/yhat/ggplot) - :star: 2844 :fork_and_knife: 397 - Same API as ggplot2 for R.
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* [:earth_americas: Matplotlib](http://matplotlib.org/) - A Python 2D plotting library.
* [:earth_americas: Pygal](http://www.pygal.org/en/latest/) - A Python SVG Charts Creator.
* [:earth_americas: PyGraphviz](https://pypi.python.org/pypi/pygraphviz) - Python interface to [Graphviz](http://www.graphviz.org/).
* [:earth_americas: PyQtGraph](http://www.pyqtgraph.org/) - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.
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* [:octocat: Seaborn](https://github.com/mwaskom/seaborn) - :star: 3642 :fork_and_knife: 538 - Statistical data visualization using Matplotlib.
* [:octocat: VisPy](https://github.com/vispy/vispy) - :star: 1210 :fork_and_knife: 266 - High-performance scientific visualization based on OpenGL.
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## Database
*Databases implemented in Python.*
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* [:earth_americas: pickleDB](https://pythonhosted.org/pickleDB/) - A simple and lightweight key-value store for Python.
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* [:earth_americas: PipelineDB](https://www.pipelinedb.com/) - The Streaming SQL Database.
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* [:octocat: TinyDB](https://github.com/msiemens/tinydb) - :star: 1391 :fork_and_knife: 111 - A tiny, document-oriented database.
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* [:earth_americas: ZODB](http://www.zodb.org/en/latest/) - A native object database for Python. A key-value and object graph database.
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## Database Drivers
*Libraries for connecting and operating databases.*
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* MySQL - [awesome-mysql](http://shlomi-noach.github.io/awesome-mysql/)
* [:earth_americas: mysql-python](https://sourceforge.net/projects/mysql-python/) - The MySQL database connector for Python.
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* [:octocat: mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - :star: 506 :fork_and_knife: 76 - mysql-python fork supporting Python 3.
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* [:earth_americas: oursql](https://pythonhosted.org/oursql/) - A better MySQL connector with support for native prepared statements and BLOBs.
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* [:octocat: PyMySQL](https://github.com/PyMySQL/PyMySQL) - :star: 2332 :fork_and_knife: 533 - Pure Python MySQL driver compatible to mysql-python.
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* PostgreSQL
* [:earth_americas: psycopg2](http://initd.org/psycopg/) - The most popular PostgreSQL adapter for Python.
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* [:octocat: queries](https://github.com/gmr/queries) - :star: 158 :fork_and_knife: 13 - A wrapper of the psycopg2 library for interacting with PostgreSQL.
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* [:octocat: txpostgres](https://github.com/wulczer/txpostgres) - :star: 89 :fork_and_knife: 24 - Twisted based asynchronous driver for PostgreSQL.
* Other Relational Databases
* [:earth_americas: apsw](http://rogerbinns.github.io/apsw/) - Another Python SQLite wrapper.
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* [:octocat: dataset](https://github.com/pudo/dataset) - :star: 2573 :fork_and_knife: 152 - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.
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* [:earth_americas: pymssql](http://www.pymssql.org/en/latest/) - A simple database interface to Microsoft SQL Server.
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* NoSQL Databases
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* [:octocat: cassandra-python-driver](https://github.com/datastax/python-driver) - :star: 625 :fork_and_knife: 285 - Python driver for Cassandra.
* [:octocat: HappyBase](https://github.com/wbolster/happybase) - :star: 295 :fork_and_knife: 90 - A developer-friendly library for Apache HBase.
* [:octocat: Plyvel](https://github.com/wbolster/plyvel) - :star: 135 :fork_and_knife: 25 - A fast and feature-rich Python interface to LevelDB.
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* [:earth_americas: py2neo](http://py2neo.org/2.0/) - Python wrapper client for Neo4j's restful interface.
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* [:octocat: pycassa](https://github.com/pycassa/pycassa) - :star: 492 :fork_and_knife: 144 - Python Thrift driver for Cassandra.
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* [:earth_americas: PyMongo](https://docs.mongodb.org/ecosystem/drivers/python/) - The official Python client for MongoDB.
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* [:octocat: redis-py](https://github.com/andymccurdy/redis-py) - :star: 4731 :fork_and_knife: 1190 - The Redis Python Client.
* [:octocat: telephus](https://github.com/driftx/Telephus) - :star: 92 :fork_and_knife: 32 - Twisted based client for Cassandra.
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* [:octocat: txRedis](https://github.com/deldotdr/txRedis) - :star: 116 :fork_and_knife: 34 - Twisted based client for Redis.
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## Date and Time
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*Libraries for working with dates and times.*
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* [:octocat: arrow](https://github.com/crsmithdev/arrow) - :star: 3967 :fork_and_knife: 323 - Better dates & times for Python.
* [:octocat: Chronyk](https://github.com/KoffeinFlummi/Chronyk) - :star: 236 :fork_and_knife: 8 - A Python 3 library for parsing human-written times and dates.
* [:octocat: dateutil](https://github.com/dateutil/dateutil) - :star: 310 :fork_and_knife: 80 - Extensions to the standard Python [datetime](https://docs.python.org/2/library/datetime.html) module.
* [:octocat: delorean](https://github.com/myusuf3/delorean/) - :star: 1239 :fork_and_knife: 60 - A library for clearing up the inconvenient truths that arise dealing with datetimes.
* [:octocat: moment](https://github.com/zachwill/moment) - :star: 353 :fork_and_knife: 23 - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/).
* [:octocat: Pendulum](https://github.com/sdispater/pendulum) - :star: 1618 :fork_and_knife: 51 - Python datetimes made easy.
* [:octocat: PyTime](https://github.com/shinux/PyTime) - :star: 99 :fork_and_knife: 13 - A easy-use Python module which aims to operate date/time/datetime by string.
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* [:earth_americas: pytz](https://launchpad.net/pytz) - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python.
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* [:octocat: when.py](https://github.com/dirn/When.py) - :star: 154 :fork_and_knife: 14 - Providing user-friendly functions to help perform common date and time actions.
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## Debugging Tools
*Libraries for debugging code.*
* Debugger
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* [:octocat: django-debug-toolbar](https://github.com/django-debug-toolbar/django-debug-toolbar) - :star: 3976 :fork_and_knife: 711 - Display various debug information for Django.
* [:octocat: django-devserver](https://github.com/dcramer/django-devserver) - :star: 1174 :fork_and_knife: 153 - A drop-in replacement for Django's runserver.
* [:octocat: flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - :star: 526 :fork_and_knife: 84 - A port of the django-debug-toolbar to flask.
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* [:earth_americas: ipdb](https://pypi.python.org/pypi/ipdb) - IPython-enabled [pdb](https://docs.python.org/2/library/pdb.html).
* [:earth_americas: pudb](https://pypi.python.org/pypi/pudb) - A full-screen, console-based Python debugger.
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* [:octocat: pyringe](https://github.com/google/pyringe) - :star: 1383 :fork_and_knife: 52 - Debugger capable of attaching to and injecting code into Python processes.
* [:octocat: wdb](https://github.com/Kozea/wdb) - :star: 1101 :fork_and_knife: 64 - An improbable web debugger through WebSockets.
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* [:earth_americas: winpdb](http://winpdb.org/) - A Python Debugger with GUI, capable of remote debugging based on `rpdb2`.
* Profiler
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* [:octocat: line_profiler](https://github.com/rkern/line_profiler) - :star: 1114 :fork_and_knife: 84 - Line-by-line profiling.
* [:octocat: memory_profiler](https://github.com/fabianp/memory_profiler) - :star: 890 :fork_and_knife: 123 - Monitor Memory usage of Python code.
* [:octocat: profiling](https://github.com/what-studio/profiling) - :star: 2476 :fork_and_knife: 87 - An interactive Python profiler.
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* Others
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* [:octocat: pyelftools](https://github.com/eliben/pyelftools) - :star: 414 :fork_and_knife: 160 - Parsing and analyzing ELF files and DWARF debugging information.
* [:octocat: python-statsd](https://github.com/WoLpH/python-statsd) - :star: 89 :fork_and_knife: 34 - Python Client for the [statsd](https://github.com/etsy/statsd/) server.
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## Deep Learning
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*Frameworks for Neural Networks and Deep Learning. See: [awesome-deep-learning](https://github.com/ChristosChristofidis/awesome-deep-learning).*
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* [:octocat: Caffe](https://github.com/BVLC/caffe) - :star: 15428 :fork_and_knife: 9551 - A fast open framework for deep learning..
* [:octocat: Keras](https://github.com/fchollet/keras) - :star: 11406 :fork_and_knife: 3765 - A high-level neural networks library and capable of running on top of either TensorFlow or Theano.
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* [:earth_americas: Neupy](http://neupy.com/pages/home.html) - Running and testing different Artificial Neural Networks algorithms.
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* [:octocat: TensorFlow](https://github.com/tensorflow/tensorflow) - :star: 43521 :fork_and_knife: 20239 - The most popular Deep Learning framework created by Google.
* [:octocat: Theano](https://github.com/Theano/Theano) - :star: 5474 :fork_and_knife: 1904 - A library for fast numerical computation.
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## DevOps Tools
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*Software and libraries for DevOps.*
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* [:octocat: Ansible](https://github.com/ansible/ansible) - :star: 20895 :fork_and_knife: 6601 - A radically simple IT automation platform.
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* [:earth_americas: Cloud-Init](http://cloudinit.readthedocs.io/) - A multi-distribution package that handles early initialization of a cloud instance.
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* [:octocat: cuisine](https://github.com/sebastien/cuisine) - :star: 1206 :fork_and_knife: 148 - Chef-like functionality for Fabric.
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* [:earth_americas: Docker Compose](https://docs.docker.com/compose/) - Fast, isolated development environments using [Docker](https://www.docker.com/).
* [:earth_americas: Fabric](http://www.fabfile.org/) - A simple, Pythonic tool for remote execution and deployment.
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* [:octocat: Fabtools](https://github.com/ronnix/fabtools) - :star: 1051 :fork_and_knife: 205 - Tools for writing awesome Fabric files.
* [:octocat: honcho](https://github.com/nickstenning/honcho) - :star: 901 :fork_and_knife: 101 - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications.
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* [:earth_americas: OpenStack](http://www.openstack.org/) - Open source software for building private and public clouds.
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* [:octocat: pexpect](https://github.com/pexpect/pexpect) - :star: 790 :fork_and_knife: 212 - Controlling interactive programs in a pseudo-terminal like GNU expect.
* [:octocat: psutil](https://github.com/giampaolo/psutil) - :star: 2217 :fork_and_knife: 375 - A cross-platform process and system utilities module.
* [:octocat: SaltStack](https://github.com/saltstack/salt) - :star: 7276 :fork_and_knife: 3337 - Infrastructure automation and management system.
* [:octocat: supervisor](https://github.com/Supervisor/supervisor) - :star: 3041 :fork_and_knife: 609 - Supervisor process control system for UNIX.
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## Distribution
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*Libraries to create packaged executables for release distribution.*
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* [:octocat: dh-virtualenv](https://github.com/spotify/dh-virtualenv) - :star: 967 :fork_and_knife: 106 - Build and distribute a virtualenv as a Debian package.
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* [:earth_americas: Nuitka](http://nuitka.net/) - Compile scripts, modules, packages to an executable or extension module.
* [:earth_americas: py2app](http://pythonhosted.org/py2app/) - Freezes Python scripts (Mac OS X).
* [:earth_americas: py2exe](http://www.py2exe.org/) - Freezes Python scripts (Windows).
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* [:octocat: PyInstaller](https://github.com/pyinstaller/pyinstaller) - :star: 2365 :fork_and_knife: 581 - Converts Python programs into stand-alone executables (cross-platform).
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* [:earth_americas: pynsist](http://pynsist.readthedocs.io/) - A tool to build Windows installers, installers bundle Python itself.
## Documentation
*Libraries for generating project documentation.*
* [:earth_americas: Sphinx](http://www.sphinx-doc.org/en/latest/) - Python Documentation generator.
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* [:octocat: awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc) - :star: 214 :fork_and_knife: 20
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* [:earth_americas: MkDocs](http://www.mkdocs.org/) - Markdown friendly documentation generator.
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* [:octocat: pdoc](https://github.com/BurntSushi/pdoc) - :star: 274 :fork_and_knife: 48 - Epydoc replacement to auto generate API documentation for Python libraries.
* [:octocat: Pycco](https://github.com/pycco-docs/pycco) - :star: 530 :fork_and_knife: 117 - The literate-programming-style documentation generator.
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## Downloader
*Libraries for downloading.*
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* [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - :star: 2111 :fork_and_knife: 627 - A command line tool for managing Amazon S3 and CloudFront.
* [:octocat: s4cmd](https://github.com/bloomreach/s4cmd) - :star: 545 :fork_and_knife: 107 - Super S3 command line tool, good for higher performance.
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* [:earth_americas: you-get](https://www.soimort.org/you-get/) - A YouTube/Youku/Niconico video downloader written in Python 3.
* [:earth_americas: youtube-dl](http://rg3.github.io/youtube-dl/) - A small command-line program to download videos from YouTube.
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## E-commerce
*Frameworks and libraries for e-commerce and payments.*
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* [:octocat: alipay](https://github.com/lxneng/alipay) - :star: 189 :fork_and_knife: 56 - Unofficial Alipay API for Python.
* [:octocat: Cartridge](https://github.com/stephenmcd/cartridge) - :star: 504 :fork_and_knife: 238 - A shopping cart app built using the Mezzanine.
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* [:earth_americas: django-oscar](http://oscarcommerce.com/) - An open-source e-commerce framework for Django.
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* [:octocat: django-shop](https://github.com/awesto/django-shop) - :star: 1204 :fork_and_knife: 483 - A Django based shop system.
* [:octocat: merchant](https://github.com/agiliq/merchant) - :star: 853 :fork_and_knife: 150 - A Django app to accept payments from various payment processors.
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* [:octocat: money](https://github.com/carlospalol/money) - :star: 85 :fork_and_knife: 9 - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution.
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* [:octocat: python-currencies](https://github.com/Alir3z4/python-currencies) - :star: 28 :fork_and_knife: 1 - Display money format and its filthy currencies.
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* [:earth_americas: shoop](https://www.shoop.io/en/) - An open source E-Commerce platform based on Django.
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## Editor Plugins and IDEs
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* Emacs
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* [:octocat: Elpy](https://github.com/jorgenschaefer/elpy) - :star: 862 :fork_and_knife: 126 - Emacs Python Development Environment.
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* Sublime Text
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* [:octocat: Anaconda](https://github.com/DamnWidget/anaconda) - :star: 1329 :fork_and_knife: 145 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE.
* [:octocat: SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - :star: 689 :fork_and_knife: 73 - A Sublime Text plugin to the awesome auto-complete library Jedi.
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* Vim
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* [:octocat: Jedi-vim](https://github.com/davidhalter/jedi-vim) - :star: 2672 :fork_and_knife: 225 - Vim bindings for the Jedi auto-completion library for Python.
* [:octocat: Python-mode](https://github.com/klen/python-mode) - :star: 3302 :fork_and_knife: 681 - An all in one plugin for turning Vim into a Python IDE.
* [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - :star: 12800 :fork_and_knife: 1506 - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python.
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* Visual Studio
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* [:octocat: PTVS](https://github.com/Microsoft/PTVS) - :star: 1420 :fork_and_knife: 369 - Python Tools for Visual Studio.
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* Visual Studio Code
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* [:octocat: Python](https://github.com/DonJayamanne/pythonVSCode) - :star: 630 :fork_and_knife: 113 - An extension with rich support for the Python language, with features including linting, IntelliSense, formatting, refactoring, debugging, unit tests, and jupyter support.
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* IDE
* [:earth_americas: LiClipse](http://www.liclipse.com/) - Free polyglot IDE based on Eclipse. Uses PyDev for Python support.
* [:earth_americas: PyCharm](https://www.jetbrains.com/pycharm/) - Commercial Python IDE by JetBrains. Has free community edition available.
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* [:octocat: Spyder](https://github.com/spyder-ide/spyder) - :star: 1726 :fork_and_knife: 416 - Open Source Python IDE.
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## Email
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*Libraries for sending and parsing email.*
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* [:earth_americas: envelopes](http://tomekwojcik.github.io/envelopes/) - Mailing for human beings.
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* [:octocat: flanker](https://github.com/mailgun/flanker) - :star: 1009 :fork_and_knife: 106 - A email address and Mime parsing library.
* [:octocat: imbox](https://github.com/martinrusev/imbox) - :star: 664 :fork_and_knife: 92 - Python IMAP for Humans.
* [:octocat: inbox.py](https://github.com/kennethreitz/inbox.py) - :star: 1288 :fork_and_knife: 89 - Python SMTP Server for Humans.
* [:octocat: lamson](https://github.com/zedshaw/lamson) - :star: 584 :fork_and_knife: 164 - Pythonic SMTP Application Server.
* [:octocat: Marrow Mailer](https://github.com/marrow/mailer) - :star: 124 :fork_and_knife: 28 - High-performance extensible mail delivery framework.
* [:octocat: modoboa](https://github.com/tonioo/modoboa) - :star: 682 :fork_and_knife: 96 - A mail hosting and management platform including a modern and simplified Web UI.
* [:octocat: Nylas Sync Engine](https://github.com/nylas/sync-engine) - :star: 3254 :fork_and_knife: 333 - Providing a RESTful API on top of a powerful email sync platform.
* [:octocat: yagmail](https://github.com/kootenpv/yagmail) - :star: 670 :fork_and_knife: 45 - Yet another Gmail/SMTP client.
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## Environment Management
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*Libraries for Python version and environment management.*
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* [:octocat: p](https://github.com/qw3rtman/p) - :star: 636 :fork_and_knife: 34 - Dead simple interactive Python version management.
* [:octocat: pyenv](https://github.com/yyuu/pyenv) - :star: 6286 :fork_and_knife: 513 - Simple Python version management.
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* [:earth_americas: venv](https://docs.python.org/3/library/venv.html) - (Python standard library in Python 3.3+) Creating lightweight virtual environments.
* [:earth_americas: virtualenv](https://pypi.python.org/pypi/virtualenv) - A tool to create isolated Python environments.
* [:earth_americas: virtualenvwrapper](https://pypi.python.org/pypi/virtualenvwrapper) - A set of extensions to virtualenv.
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## Files
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*Libraries for file manipulation and MIME type detection.*
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* [:earth_americas: imghdr](https://docs.python.org/2/library/imghdr.html) - (Python standard library) Determine the type of an image.
* [:earth_americas: mimetypes](https://docs.python.org/2/library/mimetypes.html) - (Python standard library) Map filenames to MIME types.
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* [:octocat: path.py](https://github.com/jaraco/path.py) - :star: 677 :fork_and_knife: 85 - A module wrapper for [os.path](https://docs.python.org/2/library/os.path.html).
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* [:earth_americas: pathlib](https://pathlib.readthedocs.org/en/pep428/) - (Python standard library in Python 3.4+) An cross-platform, object-oriented path library.
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* [:octocat: python-magic](https://github.com/ahupp/python-magic) - :star: 780 :fork_and_knife: 120 - A Python interface to the libmagic file type identification library.
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* [:octocat: Unipath](https://github.com/mikeorr/Unipath) - :star: 400 :fork_and_knife: 32 - An object-oriented approach to file/directory operations.
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* [:octocat: watchdog](https://github.com/gorakhargosh/watchdog) - :star: 2367 :fork_and_knife: 321 - API and shell utilities to monitor file system events.
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## Foreign Function Interface
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*Libraries for providing foreign function interface.*
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* [:earth_americas: cffi](https://pypi.python.org/pypi/cffi) - Foreign Function Interface for Python calling C code.
* [:earth_americas: ctypes](https://docs.python.org/2/library/ctypes.html) - (Python standard library) Foreign Function Interface for Python calling C code.
* [:earth_americas: PyCUDA](https://mathema.tician.de/software/pycuda/) - A Python wrapper for Nvidia's CUDA API.
* [:earth_americas: SWIG](http://www.swig.org/Doc1.3/Python.html) - Simplified Wrapper and Interface Generator.
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## Forms
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*Libraries for working with forms.*
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* [:octocat: Deform](https://github.com/Pylons/deform) - :star: 249 :fork_and_knife: 125 - Python HTML form generation library influenced by the formish form generation library.
* [:octocat: django-bootstrap3](https://github.com/dyve/django-bootstrap3) - :star: 1622 :fork_and_knife: 547 - Bootstrap 3 integration with Django.
* [:octocat: django-crispy-forms](https://github.com/maraujop/django-crispy-forms) - :star: 2654 :fork_and_knife: 480 - A Django app which lets you create beautiful forms in a very elegant and DRY way.
* [:octocat: django-remote-forms](https://github.com/WiserTogether/django-remote-forms) - :star: 150 :fork_and_knife: 82 - A platform independent Django form serializer.
* [:octocat: WTForms](https://github.com/wtforms/wtforms) - :star: 628 :fork_and_knife: 194 - A flexible forms validation and rendering library.
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## Functional Programming
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*Functional Programming with Python.*
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* [:octocat: CyToolz](https://github.com/pytoolz/cytoolz/) - :star: 317 :fork_and_knife: 29 - Cython implementation of Toolz: High performance functional utilities.
* [:octocat: fn.py](https://github.com/kachayev/fn.py) - :star: 2195 :fork_and_knife: 134 - Functional programming in Python: implementation of missing features to enjoy FP.
* [:octocat: funcy](https://github.com/Suor/funcy) - :star: 1403 :fork_and_knife: 67 - A fancy and practical functional tools.
* [:octocat: Toolz](https://github.com/pytoolz/toolz) - :star: 1321 :fork_and_knife: 105 - A collection of functional utilities for iterators, functions, and dictionaries.
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## GUI
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*Libraries for working with graphical user interface applications.*
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* [:earth_americas: curses](https://docs.python.org/2/library/curses.html#module-curses) - Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal GUI applications.
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* [:octocat: enaml](https://github.com/nucleic/enaml) - :star: 495 :fork_and_knife: 64 - Creating beautiful user-interfaces with Declaratic Syntax like QML.
* [:octocat: Flexx](https://github.com/zoofIO/flexx) - :star: 1124 :fork_and_knife: 118 - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering.
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* [:earth_americas: kivy](https://kivy.org/) - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.
* [:earth_americas: pyglet](https://bitbucket.org/pyglet/pyglet/wiki/Home) - A cross-platform windowing and multimedia library for Python.
* [:earth_americas: PyGObject](https://wiki.gnome.org/Projects/PyGObject) - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3)
* [:earth_americas: PyQt](https://riverbankcomputing.com/software/pyqt/intro) - Python bindings for the [Qt](http://www.qt.io/) cross-platform application and UI framework, with support for both Qt v4 and Qt v5 frameworks.
* [:earth_americas: PySide](https://wiki.qt.io/PySide) - Python bindings for the [Qt](http://www.qt.io/) cross-platform application and UI framework, supporting the Qt v4 framework.
* [:earth_americas: Tkinter](https://wiki.python.org/moin/TkInter) - Tkinter is Python's de-facto standard GUI package.
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* [:octocat: Toga](https://github.com/pybee/toga) - :star: 1003 :fork_and_knife: 88 - A Python native, OS native GUI toolkit.
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* [:earth_americas: urwid](http://urwid.org/) - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
* [:earth_americas: wxPython](http://wxpython.org/) - A blending of the wxWidgets C++ class library with the Python.
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## Game Development
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*Awesome game development libraries.*
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* [:earth_americas: Cocos2d](http://cocos2d.org/) - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications. It is based on pyglet.
* [:earth_americas: Panda3D](https://www.panda3d.org/) - 3D game engine developed by Disney and maintained by Carnegie Mellon's Entertainment Technology Center. Written in C++, completely wrapped in Python.
* [:earth_americas: Pygame](http://www.pygame.org/news.html) - Pygame is a set of Python modules designed for writing games.
* [:earth_americas: PyOgre](http://www.ogre3d.org/tikiwiki/PyOgre) - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D.
* [:earth_americas: PyOpenGL](http://pyopengl.sourceforge.net/) - Python ctypes bindings for OpenGL and it's related APIs.
* [:earth_americas: PySDL2](http://pysdl2.readthedocs.io/) - A ctypes based wrapper for the SDL2 library.
* [:earth_americas: RenPy](https://www.renpy.org/) - A Visual Novel engine.
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## Geolocation
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*Libraries for geocoding addresses and working with latitudes and longitudes.*
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* [:octocat: django-countries](https://github.com/SmileyChris/django-countries) - :star: 315 :fork_and_knife: 98 - A Django app that provides country choices for use with forms, flag icons static files, and a country field for models.
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* [:earth_americas: GeoDjango](https://docs.djangoproject.com/en/dev/ref/contrib/gis/) - A world-class geographic web framework.
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* [:octocat: GeoIP](https://github.com/maxmind/geoip-api-python) - :star: 148 :fork_and_knife: 37 - Python API for MaxMind GeoIP Legacy Database.
* [:octocat: geojson](https://github.com/frewsxcv/python-geojson) - :star: 238 :fork_and_knife: 36 - Python bindings and utilities for GeoJSON.
* [:octocat: geopy](https://github.com/geopy/geopy) - :star: 1342 :fork_and_knife: 313 - Python Geocoding Toolbox.
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* [:octocat: pygeoip](https://github.com/appliedsec/pygeoip) - :star: 436 :fork_and_knife: 95 - Pure Python GeoIP API.
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## HTML Manipulation
*Libraries for working with HTML and XML.*
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* [:earth_americas: BeautifulSoup](https://www.crummy.com/software/BeautifulSoup/bs4/doc/) - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
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* [:octocat: bleach](https://github.com/mozilla/bleach) - :star: 1132 :fork_and_knife: 140 - A whitelist-based HTML sanitization and text linkification library.
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* [:earth_americas: cssutils](https://pypi.python.org/pypi/cssutils/) - A CSS library for Python.
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* [:octocat: html5lib](https://github.com/html5lib/html5lib-python) - :star: 562 :fork_and_knife: 118 - A standards-compliant library for parsing and serializing HTML documents and fragments.
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* [:earth_americas: lxml](http://lxml.de/) - A very fast, easy-to-use and versatile library for handling HTML and XML.
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* [:octocat: MarkupSafe](https://github.com/pallets/markupsafe) - :star: 145 :fork_and_knife: 51 - Implements a XML/HTML/XHTML Markup safe string for Python.
* [:octocat: pyquery](https://github.com/gawel/pyquery) - :star: 1093 :fork_and_knife: 102 - A jQuery-like library for parsing HTML.
* [:octocat: untangle](https://github.com/stchris/untangle) - :star: 213 :fork_and_knife: 28 - Converts XML documents to Python objects for easy access.
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* [:earth_americas: WeasyPrint](http://weasyprint.org) - A visual rendering engine for HTML and CSS that can export to PDF.
* [:earth_americas: xmldataset](https://xmldataset.readthedocs.io) - Simple XML Parsing.
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* [:octocat: xmltodict](https://github.com/martinblech/xmltodict) - :star: 2269 :fork_and_knife: 222 - Working with XML feel like you are working with JSON.
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## HTTP
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*Libraries for working with HTTP.*
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* [:octocat: grequests](https://github.com/kennethreitz/grequests) - :star: 1787 :fork_and_knife: 200 - requests + gevent for asynchronous HTTP requests.
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* [:octocat: httplib2](https://github.com/jcgregorio/httplib2) - :star: 373 :fork_and_knife: 205 - Comprehensive HTTP client library.
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* [:earth_americas: requests](http://docs.python-requests.org/en/latest/) - HTTP Requests for Humans™.
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* [:octocat: treq](https://github.com/twisted/treq) - :star: 321 :fork_and_knife: 87 - Python requests like API built on top of Twisted's HTTP client.
* [:octocat: urllib3](https://github.com/shazow/urllib3) - :star: 1196 :fork_and_knife: 398 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.
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## Hardware
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*Libraries for programming with hardware.*
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* [:earth_americas: ino](http://inotool.org/) - Command line toolkit for working with [Arduino](https://www.arduino.cc/).
* [:earth_americas: Pingo](http://www.pingo.io/) - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc.
* [:earth_americas: Pyro](http://pyrorobotics.com/) - Python Robotics.
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* [:octocat: PyUserInput](https://github.com/SavinaRoja/PyUserInput) - :star: 495 :fork_and_knife: 125 - A module for cross-platform control of the mouse and keyboard.
* [:octocat: scapy](https://github.com/secdev/scapy) - :star: 872 :fork_and_knife: 239 - A brilliant packet manipulation library.
* [:octocat: wifi](https://github.com/rockymeza/wifi) - :star: 169 :fork_and_knife: 80 - A Python library and command line tool for working with WiFi on Linux.
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## High Performance
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*Libraries for making Python faster.*
* [:earth_americas: Cython](http://cython.org/) - Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains.
* [:earth_americas: Numba](http://numba.pydata.org/) - Python JIT complier to LLVM aimed at scientific Python.
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* [:octocat: PeachPy](https://github.com/Maratyszcza/PeachPy) - :star: 856 :fork_and_knife: 47 - 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.
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* [:earth_americas: PyPy](http://pypy.org/) - An implementation of Python in Python. The interpreter uses black magic to make Python very fast without having to add in additional type information.
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* [:octocat: Pyston](https://github.com/dropbox/pyston) - :star: 4148 :fork_and_knife: 277 - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance.
* [:octocat: Pyjion](https://github.com/Microsoft/Pyjion) - :star: 978 :fork_and_knife: 52 - A JIT for Python based upon CoreCLR
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* [:earth_americas: Stackless Python](https://bitbucket.org/stackless-dev/stackless/overview) - An enhanced version of the Python.
## Imagery
*Libraries for manipulating images.*
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* [:octocat: hmap](https://github.com/rossgoodwin/hmap) - :star: 128 :fork_and_knife: 10 - Image histogram remapping.
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* [:earth_americas: imgSeek](https://sourceforge.net/projects/imgseek/) - A project for searching a collection of images using visual similarity.
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* [:octocat: nude.py](https://github.com/hhatto/nude.py) - :star: 430 :fork_and_knife: 73 - Nudity detection.
* [:octocat: pagan](https://github.com/daboth/pagan) - :star: 47 :fork_and_knife: 5 - Retro identicon (Avatar) generation based on input string and hash.
* [:octocat: pillow](https://github.com/python-pillow/Pillow) - :star: 3135 :fork_and_knife: 690 - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork.
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* [:earth_americas: pyBarcode](https://pythonhosted.org/pyBarcode/) - Create barcodes in Python without needing PIL.
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* [:octocat: pygram](https://github.com/ajkumar25/pygram) - :star: 53 :fork_and_knife: 11 - Instagram-like image filters.
* [:octocat: python-qrcode](https://github.com/lincolnloop/python-qrcode) - :star: 1019 :fork_and_knife: 228 - A pure Python QR Code generator.
* [:octocat: Quads](https://github.com/fogleman/Quads) - :star: 603 :fork_and_knife: 54 - Computer art based on quadtrees.
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* [:earth_americas: scikit-image](http://scikit-image.org/) - A Python library for (scientific) image processing.
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* [:octocat: thumbor](https://github.com/thumbor/thumbor) - :star: 4427 :fork_and_knife: 455 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.
* [:octocat: wand](https://github.com/dahlia/wand) - :star: 648 :fork_and_knife: 139 - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick.
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## Interactive Interpreter
*Interactive Python interpreters (REPL).*
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* [:octocat: bpython](https://github.com/bpython/bpython) - :star: 699 :fork_and_knife: 90 - A fancy interface to the Python interpreter.
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* [:earth_americas: Jupyter Notebook (IPython)](https://jupyter.org) - A rich toolkit to help you make the most out of using Python interactively.
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* [:octocat: ptpython](https://github.com/jonathanslenders/ptpython) - :star: 1835 :fork_and_knife: 78 - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit).
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## Internationalization
*Libraries for working with i18n.*
* [:earth_americas: Babel](http://babel.pocoo.org/en/latest/) - An internationalization library for Python.
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* [:octocat: PyICU](https://github.com/ovalhub/pyicu) - :star: 30 :fork_and_knife: 17 - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)).
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## Job Scheduler
*Libraries for scheduling jobs.*
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* [:earth_americas: APScheduler](http://apscheduler.readthedocs.io/) - A light but powerful in-process task scheduler that lets you schedule functions.
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* [:octocat: django-schedule](https://github.com/thauber/django-schedule) - :star: 670 :fork_and_knife: 265 - A calendaring app for Django.
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* [:earth_americas: doit](http://pydoit.org/) - A task runner and build tool.
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* [:octocat: gunnery](https://github.com/gunnery/gunnery) - :star: 618 :fork_and_knife: 58 - Multipurpose task execution tool for distributed systems with web-based interface.
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* [:earth_americas: Joblib](http://pythonhosted.org/joblib/index.html) - A set of tools to provide lightweight pipelining in Python.
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* [:octocat: Plan](https://github.com/fengsp/plan) - :star: 955 :fork_and_knife: 71 - Writing crontab file in Python like a charm.
* [:octocat: schedule](https://github.com/dbader/schedule) - :star: 2725 :fork_and_knife: 273 - Python job scheduling for humans.
* [:octocat: Spiff](https://github.com/knipknap/SpiffWorkflow) - :star: 406 :fork_and_knife: 99 - A powerful workflow engine implemented in pure Python.
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* [:earth_americas: TaskFlow](http://docs.openstack.org/developer/taskflow/) - A Python library that helps to make task execution easy, consistent and reliable.
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## Logging
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*Libraries for generating and working with logs.*
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* [:octocat: Eliot](https://github.com/ClusterHQ/eliot) - :star: 163 :fork_and_knife: 15 - Logging for complex & distributed systems.
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* [:earth_americas: logbook](http://pythonhosted.org/Logbook/) - Logging replacement for Python.
* [:earth_americas: logging](https://docs.python.org/2/library/logging.html) - (Python standard library) Logging facility for Python.
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* [:octocat: Raven](https://github.com/getsentry/raven-python) - :star: 1069 :fork_and_knife: 645 - The Python client for Sentry.
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* [:earth_americas: Sentry](https://pypi.python.org/pypi/sentry) - A realtime logging and aggregation server.
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## Machine Learning
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*Libraries for Machine Learning. See: [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning#python).*
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* [:octocat: gensim](https://github.com/piskvorky/gensim) - :star: 3547 :fork_and_knife: 1337 - Topic Modelling for Humans.
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* [:earth_americas: MLlib](http://spark.apache.org/mllib/) - [Apache Spark](http://spark.apache.org/)'s scalable Machine Learning library.
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* [:octocat: NuPIC](https://github.com/numenta/nupic) - :star: 4731 :fork_and_knife: 1333 - Numenta Platform for Intelligent Computing.
* [:octocat: Pylearn2](https://github.com/lisa-lab/pylearn2) - :star: 2306 :fork_and_knife: 951 - A Machine Learning library based on [Theano](https://github.com/Theano/Theano).
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* [:earth_americas: scikit-learn](http://scikit-learn.org/) - The most popular Python library for Machine Learning.
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* [:octocat: vowpal_porpoise](https://github.com/josephreisinger/vowpal_porpoise) - :star: 133 :fork_and_knife: 29 - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/).
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## MapReduce
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*Frameworks and libraries for MapReduce.*
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* [:octocat: dpark](https://github.com/douban/dpark) - :star: 2009 :fork_and_knife: 468 - Python clone of Spark, a MapReduce alike framework in Python.
* [:octocat: dumbo](https://github.com/klbostee/dumbo) - :star: 989 :fork_and_knife: 159 - Python module that allows one to easily write and run Hadoop programs.
* [:octocat: luigi](https://github.com/spotify/luigi) - :star: 6124 :fork_and_knife: 1165 - A module that helps you build complex pipelines of batch jobs.
* [:octocat: mrjob](https://github.com/Yelp/mrjob) - :star: 1960 :fork_and_knife: 488 - Run MapReduce jobs on Hadoop or Amazon Web Services.
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* [:earth_americas: PySpark](http://spark.apache.org/docs/latest/programming-guide.html) - The Spark Python API.
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* [:octocat: streamparse](https://github.com/Parsely/streamparse) - :star: 1097 :fork_and_knife: 164 - Run Python code against real-time streams of data. Integrates with [Apache Storm](http://storm.apache.org/).
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## Microsoft Windows
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*Python programming on Microsoft Windows.*
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* [:earth_americas: Python(x,y)](http://python-xy.github.io/) - Scientific-applications-oriented Python Distribution based on Qt and Spyder.
* [:earth_americas: pythonlibs](http://www.lfd.uci.edu/~gohlke/pythonlibs/) - Unofficial Windows binaries for Python extension packages.
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* [:octocat: PythonNet](https://github.com/pythonnet/pythonnet) - :star: 319 :fork_and_knife: 92 - Python Integration with the .NET Common Language Runtime (CLR).
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* [:earth_americas: PyWin32](https://sourceforge.net/projects/pywin32/) - Python Extensions for Windows.
* [:earth_americas: WinPython](https://winpython.github.io/) - Portable development environment for Windows 7/8.
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## Miscellaneous
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*Useful libraries or tools that don't fit in the categories above.*
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* [:octocat: blinker](https://github.com/jek/blinker) - :star: 491 :fork_and_knife: 62 - A fast Python in-process signal/event dispatching system.
* [:octocat: itsdangerous](https://github.com/pallets/itsdangerous) - :star: 1087 :fork_and_knife: 95 - Various helpers to pass trusted data to untrusted environments.
* [:octocat: pluginbase](https://github.com/mitsuhiko/pluginbase) - :star: 499 :fork_and_knife: 73 - A simple but flexible plugin system for Python.
* [:octocat: Pychievements](https://github.com/PacketPerception/pychievements) - :star: 80 :fork_and_knife: 3 - A framework for creating and tracking achievements.
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* [:earth_americas: Tryton](http://www.tryton.org/) - A general purpose business framework.
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## Natural Language Processing
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*Libraries for working with human languages.*
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* [:octocat: Jieba](https://github.com/fxsjy/jieba) - :star: 7165 :fork_and_knife: 2247 - Chinese text segmentation.
* [:octocat: langid.py](https://github.com/saffsd/langid.py) - :star: 692 :fork_and_knife: 126 - Stand-alone language identification system.
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* [:earth_americas: NLTK](http://www.nltk.org/) - A leading platform for building Python programs to work with human language data.
* [:earth_americas: Pattern](http://www.clips.ua.ac.be/pattern) - A web mining module for the Python.
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* [:octocat: SnowNLP](https://github.com/isnowfy/snownlp) - :star: 1675 :fork_and_knife: 480 - A library for processing Chinese text.
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* [:earth_americas: spaCy](https://spacy.io/) - A library for industrial-strength natural language processing in Python and Cython.
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* [:octocat: TextBlob](https://github.com/sloria/TextBlob) - :star: 3545 :fork_and_knife: 435 - Providing a consistent API for diving into common NLP tasks.
* [:octocat: TextGrocery](https://github.com/2shou/TextGrocery) - :star: 340 :fork_and_knife: 115 - A simple, efficient short-text classification tool based on LibLinear and Jieba.
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## Network Virtualization
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*Tools and libraries for Virtual Networking and SDN (Software Defined Networking).*
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* [:earth_americas: Mininet](http://mininet.org/) - A popular network emulator and API written in Python.
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* [:octocat: POX](https://github.com/noxrepo/pox) - :star: 339 :fork_and_knife: 332 - An open source development platform for Python-based Software Defined Networking (SDN) control applications, such as OpenFlow SDN controllers.
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* [:earth_americas: Pyretic](http://frenetic-lang.org/pyretic/) - A member of the Frenetic family of SDN programming languages that provides powerful abstractions over network switches or emulators.
* [:octocat: SDX Platform](https://github.com/sdn-ixp/internet2award) - :star: 9 :fork_and_knife: 5 - SDN based IXP implementation that leverages Mininet, POX and Pyretic.
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## Networking
*Libraries for networking programming.*
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* [:earth_americas: asyncio](https://docs.python.org/3/library/asyncio.html) - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
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* [:octocat: diesel](https://github.com/dieseldev/diesel) - :star: 539 :fork_and_knife: 54 - Greenlet-based event I/O Framework for Python.
* [:octocat: pulsar](https://github.com/quantmind/pulsar) - :star: 1378 :fork_and_knife: 105 - Event-driven concurrent framework for Python.
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* [:earth_americas: pyzmq](http://zeromq.github.io/pyzmq/) - A Python wrapper for the ZeroMQ message library.
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* [:earth_americas: Twisted](https://twistedmatrix.com/trac/) - An event-driven networking engine.
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* [:octocat: txZMQ](https://github.com/smira/txZMQ) - :star: 130 :fork_and_knife: 42 - Twisted based wrapper for the ZeroMQ message library.
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## News Feed
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*Libraries for building user's activities.*
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* [:octocat: django-activity-stream](https://github.com/justquick/django-activity-stream) - :star: 1130 :fork_and_knife: 338 - Generating generic activity streams from the actions on your site.
* [:octocat: Stream-Framework](https://github.com/tschellenbach/Stream-Framework) - :star: 2731 :fork_and_knife: 337 - Building newsfeed and notification systems using Cassandra and Redis.
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## ORM
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*Libraries that implement Object-Relational Mapping or data mapping techniques.*
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* Relational Databases
* [:earth_americas: Django Models](https://docs.djangoproject.com/en/dev/topics/db/models/) - A part of Django.
* [:earth_americas: SQLAlchemy](http://www.sqlalchemy.org/) - The Python SQL Toolkit and Object Relational Mapper.
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* [:octocat: awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) - :star: 1271 :fork_and_knife: 82
* [:octocat: Peewee](https://github.com/coleifer/peewee) - :star: 3514 :fork_and_knife: 650 - A small, expressive ORM.
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* [:earth_americas: PonyORM](https://ponyorm.com/) - ORM that provides a generator-oriented interface to SQL.
* [:earth_americas: python-sql](https://pypi.python.org/pypi/python-sql) - Write SQL queries pythonically.
* NoSQL Databases
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* [:octocat: django-mongodb-engine](https://github.com/django-nonrel/mongodb-engine) - :star: 692 :fork_and_knife: 194 - Django MongoDB Backend.
* [:octocat: flywheel](https://github.com/mathcamp/flywheel) - :star: 84 :fork_and_knife: 14 - Object mapper for Amazon DynamoDB.
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* [:octocat: hot-redis](https://github.com/stephenmcd/hot-redis) - :star: 199 :fork_and_knife: 15 - Rich Python data types for Redis.
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* [:earth_americas: MongoEngine](http://mongoengine.org/) - A Python Object-Document-Mapper for working with MongoDB.
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* [:octocat: PynamoDB](https://github.com/jlafon/PynamoDB) - :star: 321 :fork_and_knife: 83 - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/).
* [:octocat: redisco](https://github.com/kiddouk/redisco) - :star: 337 :fork_and_knife: 63 - A Python Library for Simple Models and Containers Persisted in Redis.
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* Others
* [:octocat: butterdb](https://github.com/Widdershin/butterdb) - :star: 316 :fork_and_knife: 14 - A Python ORM for Google Drive Spreadsheets.
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* [:octocat: dataset](https://github.com/pudo/dataset) - :star: 2573 :fork_and_knife: 152 - A JSON-based database.
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## Package Management
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*Libraries for package and dependency management.*
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* [:earth_americas: pip](https://pip.pypa.io/en/stable/) - The Python package and dependency manager.
* [:earth_americas: Python Package Index](https://pypi.python.org/pypi)
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* [:octocat: conda](https://github.com/conda/conda/) - :star: 1061 :fork_and_knife: 358 - Cross-platform, Python-agnostic binary package manager.
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* [:earth_americas: Curdling](http://clarete.li/curdling/) - Curdling is a command line tool for managing Python packages.
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* [:octocat: pip-tools](https://github.com/nvie/pip-tools) - :star: 1921 :fork_and_knife: 189 - A set of tools to keep your pinned Python dependencies fresh.
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* [:earth_americas: wheel](http://pythonwheels.com/) - The new standard of Python distribution and are intended to replace eggs.
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## Package Repositories
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*Local PyPI repository server and proxies.*
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* [:octocat: warehouse](https://github.com/pypa/warehouse) - :star: 888 :fork_and_knife: 187 - Next generation Python Package Repository (PyPI).
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* [:earth_americas: Warehouse](https://pypi.org/)
* [:earth_americas: bandersnatch](https://bitbucket.org/pypa/bandersnatch) - PyPI mirroring tool provided by Python Packaging Authority (PyPA).
* [:earth_americas: devpi](http://doc.devpi.net/latest/) - PyPI server and packaging/testing/release tool.
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* [:octocat: localshop](https://github.com/mvantellingen/localshop) - :star: 286 :fork_and_knife: 101 - Local PyPI server (custom packages and auto-mirroring of pypi).
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## Permissions
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*Libraries that allow or deny users access to data or functionality.*
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* [:octocat: Carteblanche](https://github.com/neuman/python-carteblanche/) - :star: 29 :fork_and_knife: 4 - Module to align code with thoughts of users and designers. Also magically handles navigation and permissions.
* [:octocat: django-guardian](https://github.com/django-guardian/django-guardian) - :star: 1325 :fork_and_knife: 345 - Implementation of per object permissions for Django 1.2+
* [:octocat: django-rules](https://github.com/dfunckt/django-rules) - :star: 377 :fork_and_knife: 29 - A tiny but powerful app providing object-level permissions to Django, without requiring a database.
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## Processes
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*Libraries for starting and communicating with OS processes.*
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* [:octocat: envoy](https://github.com/kennethreitz/envoy) - :star: 1940 :fork_and_knife: 170 - Python [subprocess](https://docs.python.org/2/library/subprocess.html) for Humans™.
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* [:earth_americas: sarge](http://sarge.readthedocs.io/) - Yet another wrapper for subprocess.
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* [:octocat: sh](https://github.com/amoffat/sh) - :star: 3561 :fork_and_knife: 306 - A full-fledged subprocess replacement for Python.
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## Queue
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*Libraries for working with event and task queues.*
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* [:earth_americas: celery](http://www.celeryproject.org/) - An asynchronous task queue/job queue based on distributed message passing.
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* [:octocat: huey](https://github.com/coleifer/huey) - :star: 1098 :fork_and_knife: 115 - Little multi-threaded task queue.
* [:octocat: mrq](https://github.com/pricingassistant/mrq) - :star: 482 :fork_and_knife: 42 - Mr. Queue - A distributed worker task queue in Python using Redis & gevent.
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* [:earth_americas: rq](http://python-rq.org/) - Simple job queues for Python.
* [:octocat: simpleq](https://github.com/rdegges/simpleq) - :star: 109 :fork_and_knife: 10 - A simple, infinitely scalable, Amazon SQS based queue.
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## RESTful API
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*Libraries for developing RESTful APIs.*
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* Django
* [:octocat: django-formapi](https://github.com/5monkeys/django-formapi) - :star: 25 :fork_and_knife: 13 - Create JSON APIs with Django's form validation.
* [:earth_americas: django-rest-framework](http://www.django-rest-framework.org/) - A powerful and flexible toolkit to build web APIs.
* [:earth_americas: django-tastypie](http://tastypieapi.org/) - Creating delicious APIs for Django apps.
* Flask
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* [:octocat: eve](https://github.com/nicolaiarocci/eve) - :star: 3736 :fork_and_knife: 486 - REST API framework powered by Flask, MongoDB and good intentions.
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* [:octocat: flask-api-utils](https://github.com/marselester/flask-api-utils) - :star: 30 :fork_and_knife: 3 - Taking care of API representation and authentication for Flask.
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* [:earth_americas: flask-api](http://www.flaskapi.org/) - Browsable Web APIs for Flask.
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* [:octocat: flask-restful](https://github.com/flask-restful/flask-restful) - :star: 2473 :fork_and_knife: 489 - Quickly building REST APIs for Flask.
* [:octocat: flask-restless](https://github.com/jfinkels/flask-restless) - :star: 735 :fork_and_knife: 237 - Generating RESTful APIs for database models defined with SQLAlchemy.
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* Pyramid
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* [:octocat: cornice](https://github.com/mozilla-services/cornice) - :star: 294 :fork_and_knife: 134 - A RESTful framework for Pyramid.
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* Framework agnostic
* [:earth_americas: falcon](http://falconframework.org/) - A high-performance framework for building cloud APIs and web app backends.
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* [:octocat: hug](https://github.com/timothycrosley/hug) - :star: 3944 :fork_and_knife: 193 - A Python3 framework for cleanly exposing APIs over HTTP and the Command Line with automatic documentation and validation.
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* [:octocat: restless](https://github.com/toastdriven/restless) - :star: 583 :fork_and_knife: 70 - Framework agnostic REST framework based on lessons learned from Tastypie.
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* [:octocat: ripozo](https://github.com/vertical-knowledge/ripozo) - :star: 173 :fork_and_knife: 22 - Quickly creating REST/HATEOAS/Hypermedia APIs.
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* [:octocat: sandman](https://github.com/jeffknupp/sandman) - :star: 2265 :fork_and_knife: 180 - Automated REST APIs for existing database-driven systems.
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## RPC Servers
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*RPC-compatible servers.*
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* [:octocat: SimpleJSONRPCServer](https://github.com/joshmarshall/jsonrpclib/) - :star: 297 :fork_and_knife: 112 - This library is an implementation of the JSON-RPC specification.
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* [:earth_americas: SimpleXMLRPCServer](https://docs.python.org/2/library/simplexmlrpcserver.html) - (Python standard library) Simple XML-RPC server implementation, single-threaded.
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* [:octocat: zeroRPC](https://github.com/0rpc/zerorpc-python) - :star: 1848 :fork_and_knife: 238 - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/).
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## Science
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*Libraries for scientific computing.*
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* [:earth_americas: astropy](http://www.astropy.org/) - A community Python library for Astronomy.
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* [:octocat: bcbio-nextgen](https://github.com/chapmanb/bcbio-nextgen) - :star: 386 :fork_and_knife: 192 - Providing best-practice pipelines for fully automated high throughput sequencing analysis.
* [:octocat: bccb](https://github.com/chapmanb/bcbb) - :star: 335 :fork_and_knife: 167 - Collection of useful code related to biological analysis.
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* [:earth_americas: Biopython](http://biopython.org/wiki/Main_Page) - Biopython is a set of freely available tools for biological computation.
* [:earth_americas: cclib](http://cclib.github.io/) - A library for parsing and interpreting the results of computational chemistry packages.
* [:earth_americas: NetworkX](https://networkx.github.io/) - A high-productivity software for complex networks.
* [:earth_americas: NIPY](http://nipy.org) - A collection of neuroimaging toolkits.
* [:earth_americas: NumPy](http://www.numpy.org/) - A fundamental package for scientific computing with Python.
* [:earth_americas: Open Babel](http://openbabel.org/wiki/Main_Page) - A chemical toolbox designed to speak the many languages of chemical data.
* [:earth_americas: PyDy](http://www.pydy.org/) - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.
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* [:octocat: PyMC](https://github.com/pymc-devs/pymc3) - :star: 1887 :fork_and_knife: 450 - Markov Chain Monte Carlo sampling toolkit.
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* [:earth_americas: RDKit](http://www.rdkit.org/) - Cheminformatics and Machine Learning Software.
* [:earth_americas: SciPy](http://www.scipy.org/) - A Python-based ecosystem of open-source software for mathematics, science, and engineering.
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* [:octocat: statsmodels](https://github.com/statsmodels/statsmodels) - :star: 1823 :fork_and_knife: 901 - Statistical modeling and econometrics in Python.
* [:octocat: SymPy](https://github.com/sympy/sympy) - :star: 3538 :fork_and_knife: 1771 - A Python library for symbolic mathematics.
* [:octocat: Zipline](https://github.com/quantopian/zipline) - :star: 4316 :fork_and_knife: 1379 - A Pythonic algorithmic trading library.
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## Search
*Libraries and software for indexing and performing search queries on data.*
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* [:octocat: django-haystack](https://github.com/django-haystack/django-haystack) - :star: 2112 :fork_and_knife: 961 - Modular search for Django.
* [:octocat: elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - :star: 1089 :fork_and_knife: 258 - The official high-level Python client for Elasticsearch.
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* [:earth_americas: elasticsearch-py](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/index.html) - The official low-level Python client for [Elasticsearch](https://www.elastic.co/products/elasticsearch).
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* [:octocat: esengine](https://github.com/catholabs/esengine) - :star: 59 :fork_and_knife: 11 - ElasticSearch ODM (Object Document Mapper) for Python.
* [:octocat: solrpy](https://github.com/edsu/solrpy) - :star: 22 :fork_and_knife: 17 - A Python client for [solr](http://lucene.apache.org/solr/).
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* [:earth_americas: Whoosh](http://whoosh.readthedocs.io/) - A fast, pure Python search engine library.
## Serialization
*Libraries for serializing complex data types*
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* [:octocat: marshmallow](https://github.com/marshmallow-code/marshmallow) - :star: 1456 :fork_and_knife: 177 - marshmallow is an ORM/ODM/framework-agnostic library for converting complex datatypes, such as objects, to and from native Python datatypes.
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## Serverless Frameworks
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*Frameworks for developing serverless Python code.*
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* [:octocat: apex](https://github.com/apex/apex) - :star: 4489 :fork_and_knife: 234 - Build, deploy, and manage [AWS Lambda](https://aws.amazon.com/lambda/) functions with ease.
* [:octocat: python-lambda](https://github.com/nficano/python-lambda) - :star: 312 :fork_and_knife: 47 - A toolkit for developing and deploying Python code in AWS Lambda.
* [:octocat: Zappa](https://github.com/Miserlou/Zappa) - :star: 2706 :fork_and_knife: 241 - A tool for deploying WSGI applications on AWS Lambda and API Gateway.
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## Specific Formats Processing
*Libraries for parsing and manipulating specific text formats.*
* General
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* [:octocat: tablib](https://github.com/kennethreitz/tablib) - :star: 2288 :fork_and_knife: 334 - A module for Tabular Datasets in XLS, CSV, JSON, YAML.
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* Office
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* [:octocat: Marmir](https://github.com/brianray/mm) - :star: 124 :fork_and_knife: 16 - Takes Python data structures and turns them into spreadsheets.
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* [:earth_americas: openpyxl](https://openpyxl.readthedocs.io/) - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
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* [:octocat: pyexcel](https://github.com/pyexcel/pyexcel) - :star: 151 :fork_and_knife: 37 - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.
* [:octocat: python-docx](https://github.com/python-openxml/python-docx) - :star: 682 :fork_and_knife: 274 - Reads, queries and modifies Microsoft Word 2007/2008 docx files.
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* [:earth_americas: relatorio](http://relatorio.tryton.org/) - Templating OpenDocument files.
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* [:octocat: unoconv](https://github.com/dagwieers/unoconv) - :star: 860 :fork_and_knife: 236 - Convert between any document format supported by LibreOffice/OpenOffice.
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* [:earth_americas: XlsxWriter](https://xlsxwriter.readthedocs.io) - A Python module for creating Excel .xlsx files.
* [:earth_americas: xlwings](http://xlwings.org/) - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.
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* [:octocat: xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - :star: 591 :fork_and_knife: 199 - Writing and reading data and formatting information from Excel files.
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* PDF
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* [:octocat: PDFMiner](https://github.com/euske/pdfminer) - :star: 1867 :fork_and_knife: 529 - A tool for extracting information from PDF documents.
* [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - :star: 1209 :fork_and_knife: 373 - A library capable of splitting, merging and transforming PDF pages.
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* [:earth_americas: ReportLab](http://www.reportlab.com/opensource/) - Allowing Rapid creation of rich PDF documents.
* Markdown
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* [:octocat: Mistune](https://github.com/lepture/mistune) - :star: 811 :fork_and_knife: 78 - Fastest and full featured pure Python parsers of Markdown.
* [:octocat: Python-Markdown](https://github.com/waylan/Python-Markdown) - :star: 995 :fork_and_knife: 272 - A Python implementation of John Gruber’s Markdown.
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* YAML
* [:earth_americas: PyYAML](http://pyyaml.org/) - YAML implementations for Python.
* CSV
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* [:octocat: csvkit](https://github.com/wireservice/csvkit) - :star: 2481 :fork_and_knife: 358 - Utilities for converting to and working with CSV.
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* Archive
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* [:octocat: unp](https://github.com/mitsuhiko/unp) - :star: 248 :fork_and_knife: 21 - A command line tool that can unpack archives easily.
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## Static Site Generator
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*Static site generator is a software that takes some text + templates as input and produces HTML files on the output.*
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* [:octocat: Cactus](https://github.com/koenbok/Cactus/) - :star: 2927 :fork_and_knife: 281 - Static site generator for designers.
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* [:earth_americas: Hyde](http://hyde.github.io/) - Jinja2-based static web site generator.
* [:earth_americas: Lektor](https://www.getlektor.com/) - An easy to use static CMS and blog engine.
* [:earth_americas: Nikola](https://www.getnikola.com/) - A static website and blog generator.
* [:earth_americas: Pelican](http://blog.getpelican.com/) - Uses Markdown or ReST for content and Jinja 2 for themes. Supports DVCS, Disqus. AGPL.
* [:earth_americas: Tinkerer](http://tinkerer.me/) - Tinkerer is a blogging engine/.static website generator powered by Sphinx.
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## Tagging
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*Libraries for tagging items.*
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* [:octocat: django-taggit](https://github.com/alex/django-taggit) - :star: 1575 :fork_and_knife: 418 - Simple tagging for Django.
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## Template Engine
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*Libraries and tools for templating and lexing.*
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* [:earth_americas: Genshi](https://genshi.edgewall.org/) - Python templating toolkit for generation of web-aware output.
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* [:octocat: Jinja2](https://github.com/pallets/jinja) - :star: 3876 :fork_and_knife: 770 - A modern and designer friendly templating language.
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* [:earth_americas: Mako](http://www.makotemplates.org/) - Hyperfast and lightweight templating for the Python platform.
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## Testing
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*Libraries for testing codebases and generating test data.*
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* Testing Frameworks
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* [:octocat: hypothesis](https://github.com/HypothesisWorks/hypothesis-python) - :star: 1704 :fork_and_knife: 153 - Hypothesis is an advanced Quickcheck style property based testing library.
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* [:earth_americas: mamba](http://nestorsalceda.github.io/mamba/) - The definitive testing tool for Python. Born under the banner of BDD.
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* [:octocat: nose](https://github.com/nose-devs/nose) - :star: 1035 :fork_and_knife: 318 - A nicer unittest for Python.
* [:octocat: nose2](https://github.com/nose-devs/nose2) - :star: 335 :fork_and_knife: 81 - The successor to nose, based on unittest2.
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* [:earth_americas: pytest](http://pytest.org/latest/) - A mature full-featured Python testing tool.
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* [:octocat: Robot Framework](https://github.com/robotframework/robotframework) - :star: 1310 :fork_and_knife: 501 - A generic test automation framework.
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* [:earth_americas: unittest](https://docs.python.org/2/library/unittest.html) - (Python standard library) Unit testing framework.
* Test Runners
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* [:octocat: green](https://github.com/CleanCut/green) - :star: 403 :fork_and_knife: 33 - A clean, colorful test runner.
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* [:earth_americas: tox](https://tox.readthedocs.io/) - Auto builds and tests distributions in multiple Python versions
* GUI / Web Testing
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* [:octocat: locust](https://github.com/locustio/locust) - :star: 4610 :fork_and_knife: 648 - Scalable user load testing tool written in Python.
* [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - :star: 738 :fork_and_knife: 107 - PyAutoGUI is a cross-platform GUI automation Python module for human beings.
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* [:earth_americas: Selenium](https://pypi.python.org/pypi/selenium) - Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver.
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* [:octocat: sixpack](https://github.com/seatgeek/sixpack) - :star: 1226 :fork_and_knife: 124 - A language-agnostic A/B Testing framework.
* [:octocat: splinter](https://github.com/cobrateam/splinter) - :star: 1289 :fork_and_knife: 301 - Open source tool for testing web applications.
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* Mock
* [:earth_americas: doublex](https://pypi.python.org/pypi/doublex) - Powerful test doubles framework for Python.
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* [:octocat: freezegun](https://github.com/spulec/freezegun) - :star: 916 :fork_and_knife: 92 - Travel through time by mocking the datetime module.
* [:octocat: httmock](https://github.com/patrys/httmock) - :star: 272 :fork_and_knife: 30 - A mocking library for requests for Python 2.6+ and 3.2+.
* [:octocat: httpretty](https://github.com/gabrielfalcao/HTTPretty) - :star: 1322 :fork_and_knife: 193 - HTTP request mock tool for Python.
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* [:earth_americas: mock](https://docs.python.org/3/library/unittest.mock.html) - (Python standard library) A mocking and patching library.
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* [:octocat: responses](https://github.com/getsentry/responses) - :star: 1404 :fork_and_knife: 135 - A utility library for mocking out the requests Python library.
* [:octocat: VCR.py](https://github.com/kevin1024/vcrpy) - :star: 803 :fork_and_knife: 124 - Record and replay HTTP interactions on your tests.
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* Object Factories
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* [:octocat: factory_boy](https://github.com/rbarrois/factory_boy) - :star: 1072 :fork_and_knife: 149 - A test fixtures replacement for Python.
* [:octocat: mixer](https://github.com/klen/mixer) - :star: 374 :fork_and_knife: 41 - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc.
* [:octocat: model_mommy](https://github.com/vandersonmota/model_mommy) - :star: 627 :fork_and_knife: 141 - Creating random fixtures for testing in Django.
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* Code Coverage
* [:earth_americas: coverage](https://pypi.python.org/pypi/coverage) - Code coverage measurement.
* Fake Data
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* [:octocat: church](https://github.com/lk-geimfari/church) - :star: 899 :fork_and_knife: 56 - is a Python library that help you generate fake data.
* [:octocat: fake2db](https://github.com/emirozer/fake2db) - :star: 1708 :fork_and_knife: 76 - Fake database generator.
* [:octocat: faker](https://github.com/joke2k/faker) - :star: 4353 :fork_and_knife: 489 - A Python package that generates fake data.
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* [:earth_americas: radar](https://pypi.python.org/pypi/radar) - Generate random datetime / time.
* Error Handler
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* [:octocat: FuckIt.py](https://github.com/ajalt/fuckitpy) - :star: 2306 :fork_and_knife: 93 - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not.
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## Text Processing
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*Libraries for parsing and manipulating plain texts.*
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* General
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* [:octocat: chardet](https://github.com/chardet/chardet) - :star: 659 :fork_and_knife: 94 - Python 2/3 compatible character encoding detector.
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* [:earth_americas: difflib](https://docs.python.org/2/library/difflib.html) - (Python standard library) Helpers for computing deltas.
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* [:octocat: ftfy](https://github.com/LuminosoInsight/python-ftfy) - :star: 1617 :fork_and_knife: 56 - Makes Unicode text less broken and more consistent automagically.
* [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - :star: 2928 :fork_and_knife: 316 - Fuzzy String Matching.
* [:octocat: Levenshtein](https://github.com/ztane/python-Levenshtein/) - :star: 273 :fork_and_knife: 55 - Fast computation of Levenshtein distance and string similarity.
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* [:octocat: pangu.py](https://github.com/vinta/pangu.py) - :star: 55 :fork_and_knife: 7 - Spacing texts for CJK and alphanumerics.
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* [:octocat: pyfiglet](https://github.com/pwaller/pyfiglet) - :star: 195 :fork_and_knife: 23 - An implementation of figlet written in Python.
* [:octocat: shortuuid](https://github.com/stochastic-technologies/shortuuid) - :star: 694 :fork_and_knife: 52 - A generator library for concise, unambiguous and URL-safe UUIDs.
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* [:earth_americas: unidecode](https://pypi.python.org/pypi/Unidecode) - ASCII transliterations of Unicode text.
* [:octocat: uniout](https://github.com/moskytw/uniout) - :star: 115 :fork_and_knife: 12 - Print readable chars instead of the escaped string.
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* [:octocat: xpinyin](https://github.com/lxneng/xpinyin) - :star: 399 :fork_and_knife: 107 - A library to translate Chinese hanzi (??) to pinyin (??).
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* Slugify
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* [:octocat: awesome-slugify](https://github.com/dimka665/awesome-slugify) - :star: 319 :fork_and_knife: 18 - A Python slugify library that can preserve unicode.
* [:octocat: python-slugify](https://github.com/un33k/python-slugify) - :star: 323 :fork_and_knife: 38 - A Python slugify library that translates unicode to ASCII.
* [:octocat: unicode-slugify](https://github.com/mozilla/unicode-slugify) - :star: 236 :fork_and_knife: 41 - A slugifier that generates unicode slugs with Django as a dependency.
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* Parser
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* [:octocat: phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - :star: 1403 :fork_and_knife: 183 - Parsing, formatting, storing and validating international phone numbers.
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* [:earth_americas: PLY](http://www.dabeaz.com/ply/) - Implementation of lex and yacc parsing tools for Python
* [:earth_americas: Pygments](http://pygments.org/) - A generic syntax highlighter.
* [:earth_americas: pyparsing](http://pyparsing.wikispaces.com/) - A general purpose framework for generating parsers.
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* [:octocat: python-nameparser](https://github.com/derek73/python-nameparser) - :star: 180 :fork_and_knife: 27 - Parsing human names into their individual components.
* [:octocat: python-user-agents](https://github.com/selwin/python-user-agents) - :star: 441 :fork_and_knife: 96 - Browser user agent parser.
* [:octocat: sqlparse](https://github.com/andialbrecht/sqlparse) - :star: 820 :fork_and_knife: 204 - A non-validating SQL parser.
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## Third-party APIs
*Libraries for accessing third party services APIs. See: [List of Python API Wrappers and Libraries](https://github.com/realpython/list-of-python-api-wrappers).*
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* [:earth_americas: apache-libcloud](https://libcloud.apache.org/) - One Python library for all clouds.
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* [:octocat: boto3](https://github.com/boto/boto3) - :star: 1776 :fork_and_knife: 343 - Python interface to Amazon Web Services.
* [:octocat: django-wordpress](https://github.com/sunlightlabs/django-wordpress/) - :star: 229 :fork_and_knife: 51 - WordPress models and views for Django.
* [:octocat: facebook-sdk](https://github.com/mobolic/facebook-sdk) - :star: 1861 :fork_and_knife: 708 - Facebook Platform Python SDK.
* [:octocat: facepy](https://github.com/jgorset/facepy) - :star: 568 :fork_and_knife: 162 - Facepy makes it really easy to interact with Facebook's Graph API
* [:octocat: gmail](https://github.com/charlierguo/gmail) - :star: 1348 :fork_and_knife: 271 - A Pythonic interface for Gmail.
* [:octocat: google-api-python-client](https://github.com/google/google-api-python-client) - :star: 1356 :fork_and_knife: 634 - Google APIs Client Library for Python.
* [:octocat: gspread](https://github.com/burnash/gspread) - :star: 1983 :fork_and_knife: 371 - Google Spreadsheets Python API.
* [:octocat: twython](https://github.com/ryanmcgrath/twython) - :star: 1275 :fork_and_knife: 314 - A Python wrapper for the Twitter API.
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## URL Manipulation
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*Libraries for parsing URLs.*
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* [:octocat: furl](https://github.com/gruns/furl) - :star: 1028 :fork_and_knife: 67 - A small Python library that makes manipulating URLs simple.
* [:octocat: purl](https://github.com/codeinthehole/purl) - :star: 179 :fork_and_knife: 22 - A simple, immutable URL class with a clean API for interrogation and manipulation.
* [:octocat: pyshorteners](https://github.com/ellisonleao/pyshorteners) - :star: 146 :fork_and_knife: 21 - A pure Python URL shortening lib.
* [:octocat: short_url](https://github.com/Alir3z4/python-short_url) - :star: 67 :fork_and_knife: 13 - Python implementation for generating Tiny URL and bit.ly-like URLs.
* [:octocat: webargs](https://github.com/sloria/webargs) - :star: 398 :fork_and_knife: 52 - A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, and Pyramid.
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## Video
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*Libraries for manipulating video and GIFs.*
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* [:earth_americas: moviepy](http://zulko.github.io/moviepy/) - A module for script-based movie editing with many formats, including animated GIFs.
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* [:octocat: scikit-video](https://github.com/aizvorski/scikit-video) - :star: 48 :fork_and_knife: 6 - Video processing routines for SciPy.
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## WSGI Servers
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*WSGI-compatible web servers.*
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* [:earth_americas: bjoern](https://pypi.python.org/pypi/bjoern) - Asynchronous, very fast and written in C.
* [:earth_americas: fapws3](http://www.fapws.org/) - Asynchronous (network side only), written in C.
* [:earth_americas: gunicorn](https://pypi.python.org/pypi/gunicorn) - Pre-forked, partly written in C.
* [:earth_americas: meinheld](https://pypi.python.org/pypi/meinheld) - Asynchronous, partly written in C.
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* [:octocat: netius](https://github.com/hivesolutions/netius) - :star: 59 :fork_and_knife: 3 - Asynchronous, very fast.
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* [:earth_americas: paste](http://pythonpaste.org/) - Multi-threaded, stable, tried and tested.
* [:earth_americas: rocket](https://pypi.python.org/pypi/rocket) - Multi-threaded.
* [:earth_americas: uWSGI](https://uwsgi-docs.readthedocs.io/) - A project aims at developing a full stack for building hosting services, written in C.
* [:earth_americas: waitress](https://waitress.readthedocs.io/) - Multi-threaded, powers Pyramid.
* [:earth_americas: Werkzeug](http://werkzeug.pocoo.org/) - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.
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## Web Content Extracting
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*Libraries for extracting web contents.*
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* [:octocat: Haul](https://github.com/vinta/Haul) - :star: 79 :fork_and_knife: 22 - An Extensible Image Crawler.
* [:octocat: html2text](https://github.com/Alir3z4/html2text) - :star: 325 :fork_and_knife: 66 - Convert HTML to Markdown-formatted text.
* [:octocat: lassie](https://github.com/michaelhelmick/lassie) - :star: 327 :fork_and_knife: 19 - Web Content Retrieval for Humans.
* [:octocat: micawber](https://github.com/coleifer/micawber) - :star: 329 :fork_and_knife: 45 - A small library for extracting rich content from URLs.
* [:octocat: newspaper](https://github.com/codelucas/newspaper) - :star: 4049 :fork_and_knife: 607 - News extraction, article extraction and content curation in Python.
* [:octocat: opengraph](https://github.com/erikriver/opengraph) - :star: 85 :fork_and_knife: 47 - A Python module to parse the Open Graph Protocol
* [:octocat: python-goose](https://github.com/grangier/python-goose) - :star: 2274 :fork_and_knife: 558 - HTML Content/Article Extractor.
* [:octocat: python-readability](https://github.com/buriy/python-readability) - :star: 1102 :fork_and_knife: 211 - Fast Python port of arc90's readability tool.
* [:octocat: sanitize](https://github.com/Alir3z4/python-sanitize) - :star: 28 :fork_and_knife: 2 - Bringing sanity to world of messed-up data.
* [:octocat: sumy](https://github.com/miso-belica/sumy) - :star: 796 :fork_and_knife: 161 - A module for automatic summarization of text documents and HTML pages.
* [:octocat: textract](https://github.com/deanmalmgren/textract) - :star: 1810 :fork_and_knife: 175 - Extract text from any document, Word, PowerPoint, PDFs, etc.
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## Web Crawling
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*Libraries for scraping websites.*
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* [:octocat: cola](https://github.com/chineking/cola) - :star: 1050 :fork_and_knife: 485 - A distributed crawling framework.
* [:octocat: Demiurge](https://github.com/matiasb/demiurge) - :star: 49 :fork_and_knife: 6 - PyQuery-based scraping micro-framework.
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* [:earth_americas: feedparser](http://pythonhosted.org/feedparser/) - Universal feed parser.
* [:earth_americas: Grab](http://grablib.org/) - Site scraping framework.
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* [:octocat: MechanicalSoup](https://github.com/hickford/MechanicalSoup) - :star: 1491 :fork_and_knife: 79 - A Python library for automating interaction with websites.
* [:octocat: portia](https://github.com/scrapinghub/portia) - :star: 4758 :fork_and_knife: 714 - Visual scraping for Scrapy.
* [:octocat: pyspider](https://github.com/binux/pyspider) - :star: 8176 :fork_and_knife: 2150 - A powerful spider system.
* [:octocat: RoboBrowser](https://github.com/jmcarp/robobrowser) - :star: 2670 :fork_and_knife: 196 - A simple, Pythonic library for browsing the web without a standalone web browser.
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* [:earth_americas: Scrapy](http://scrapy.org/) - A fast high-level screen scraping and web crawling framework.
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## Web Frameworks
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*Full stack web frameworks.*
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* [:earth_americas: Bottle](http://bottlepy.org/docs/dev/index.html) - A fast, simple and lightweight WSGI micro web-framework.
* [:earth_americas: CherryPy](http://www.cherrypy.org/) - A minimalist Python web framework, HTTP/1.1-compliant and WSGI thread-pooled.
* [:earth_americas: Django](https://www.djangoproject.com/) - The most popular web framework in Python.
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* [:octocat: awesome-django](https://github.com/rosarior/awesome-django) - :star: 4828 :fork_and_knife: 879
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* [:earth_americas: Flask](http://flask.pocoo.org/) - A microframework for Python.
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* [:octocat: awesome-flask](https://github.com/humiaozuzu/awesome-flask) - :star: 3443 :fork_and_knife: 556
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* [:earth_americas: Pyramid](http://www.pylonsproject.org/) - A small, fast, down-to-earth, open source Python web framework.
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* [:octocat: awesome-pyramid](https://github.com/uralbash/awesome-pyramid) - :star: 316 :fork_and_knife: 36
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* [:earth_americas: Tornado](http://www.tornadoweb.org/en/latest/) - A Web framework and asynchronous networking library.
* [:earth_americas: TurboGears](http://www.turbogears.org/) - A microframework that can scale up to a full stack solution.
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## WebSocket
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*Libraries for working with WebSocket.*
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* [:octocat: AutobahnPython](https://github.com/crossbario/autobahn-python) - :star: 1339 :fork_and_knife: 412 - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html).
* [:octocat: Crossbar](https://github.com/crossbario/crossbar/) - :star: 1122 :fork_and_knife: 149 - Open-source Unified Application Router (Websocket & WAMP for Python on Autobahn).
* [:octocat: django-socketio](https://github.com/stephenmcd/django-socketio) - :star: 966 :fork_and_knife: 200 - WebSockets for Django.
* [:octocat: WebSocket-for-Python](https://github.com/Lawouach/WebSocket-for-Python) - :star: 759 :fork_and_knife: 193 - WebSocket client and server library for Python 2 and 3 as well as PyPy.
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# Services
Online tools and APIs to simplify development.
## Continuous Integration
*See: [awesome-CIandCD](https://github.com/ciandcd/awesome-ciandcd#online-build-system).*
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* [:earth_americas: CircleCI](https://circleci.com/) - A CI service that can run very fast parallel testing. (GitHub only)
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* [:earth_americas: Travis CI](https://travis-ci.org) - A popular CI service for your open source and [private](https://travis-ci.com) projects. (GitHub only)
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* [:earth_americas: Vexor CI](https://vexor.io) - A continuous integration tool for private apps with pay-per-minute billing model.
* [:earth_americas: Wercker](http://wercker.com/) - A Docker-based platform for building and deploying applications and microservices.
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## Code Quality
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* [:earth_americas: Codacy](https://www.codacy.com/) - Automated Code Review to ship better code, faster. Free for Open Source.
* [:earth_americas: Codecov](https://codecov.io/) - Code coverage dashboard.
* [:earth_americas: Landscape](https://landscape.io/) - Hosted continuous Python code metrics.
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* [:earth_americas: QuantifiedCode](https://www.quantifiedcode.com/) - A data-driven, automated, continuous code review tool.
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# Resources
Where to discover new Python libraries.
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## Podcasts
* [:earth_americas: Podcast.init](http://podcastinit.com/)
* [:earth_americas: Talk Python To Me](https://talkpython.fm/)
## Twitter
* [:earth_americas: @codetengu](https://twitter.com/codetengu)
* [:earth_americas: @getpy](https://twitter.com/getpy)
* [:earth_americas: @importpython](https://twitter.com/importpython)
* [:earth_americas: @planetpython](https://twitter.com/planetpython)
* [:earth_americas: @pycoders](https://twitter.com/pycoders)
* [:earth_americas: @pypi](https://twitter.com/pypi)
* [:earth_americas: @pythontrending](https://twitter.com/pythontrending)
* [:earth_americas: @PythonWeekly](https://twitter.com/PythonWeekly)
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## Websites
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* [:earth_americas: /r/CoolGithubProjects](https://www.reddit.com/r/coolgithubprojects/)
* [:earth_americas: /r/Python](https://www.reddit.com/r/python)
* [:earth_americas: Awesome Python @LibHunt](http://python.libhunt.com)
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* [:earth_americas: Django Packages](https://www.djangopackages.com/)
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* [:earth_americas: Full Stack Python](https://www.fullstackpython.com/)
* [:earth_americas: PyPI Ranking](http://pypi-ranking.info/alltime)
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* [:earth_americas: Python 3 Wall of Superpowers](http://python3wos.appspot.com/)
* [:earth_americas: Python Hackers](http://pythonhackers.com/open-source/)
* [:earth_americas: Python ZEEF](https://python.zeef.com/alan.richmond)
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* [:earth_americas: Python ????](http://python.ctolib.com)
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* [:octocat: Trending Python repositories on GitHub today](https://github.com/trending?l=python)
## Weekly
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* [:earth_americas: CodeTengu Weekly](http://weekly.codetengu.com/)
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* [:earth_americas: Import Python Newsletter](http://importpython.com/newsletter/)
* [:earth_americas: Pycoder's Weekly](http://pycoders.com/)
* [:earth_americas: Python Weekly](http://www.pythonweekly.com/)
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# Other Awesome Lists
List of lists.
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* Monty
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* [:octocat: awesome](https://github.com/sindresorhus/awesome) - :star: 50453 :fork_and_knife: 6136
* [:octocat: lists](https://github.com/jnv/lists) - :star: 4050 :fork_and_knife: 317
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* Python
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* [:octocat: pycrumbs](https://github.com/kirang89/pycrumbs) - :star: 2496 :fork_and_knife: 662
* [:octocat: python-github-projects](https://github.com/checkcheckzz/python-github-projects) - :star: 304 :fork_and_knife: 64
* [:octocat: python_reference](https://github.com/rasbt/python_reference) - :star: 1731 :fork_and_knife: 362
* [:octocat: pythonidae](https://github.com/svaksha/pythonidae) - :star: 499 :fork_and_knife: 108
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