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<h1 id="Awesome-Python"><a href="#Awesome-Python" class="headerlink" title="Awesome Python "></a>Awesome Python <a href="https://github.com/sindresorhus/awesome" target="_blank" rel="external"><img src="https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg" alt="Awesome"></a></h1><p>A curated list of awesome Python frameworks, libraries, software and resources.</p>
<p>Inspired by <a href="https://github.com/ziadoz/awesome-php" target="_blank" rel="external">awesome-php</a>.</p>
<ul>
<li><a href="#awesome-python">Awesome Python</a><ul>
<li><a href="#admin-panels">Admin Panels</a></li>
<li><a href="#algorithms-and-design-patterns">Algorithms and Design Patterns</a></li>
<li><a href="#anti-spam">Anti-spam</a></li>
<li><a href="#asset-management">Asset Management</a></li>
<li><a href="#audio">Audio</a></li>
<li><a href="#authentication">Authentication</a></li>
<li><a href="#build-tools">Build Tools</a></li>
<li><a href="#caching">Caching</a></li>
<li><a href="#chatops-tools">ChatOps Tools</a></li>
<li><a href="#cms">CMS</a></li>
<li><a href="#code-analysis-and-linter">Code Analysis and Linter</a></li>
<li><a href="#command-line-tools">Command-line Tools</a></li>
<li><a href="#compatibility">Compatibility</a></li>
<li><a href="#computer-vision">Computer Vision</a></li>
<li><a href="#concurrency-and-parallelism">Concurrency and Parallelism</a></li>
<li><a href="#configuration">Configuration</a></li>
<li><a href="#cryptography">Cryptography</a></li>
<li><a href="#data-analysis">Data Analysis</a></li>
<li><a href="#data-validation">Data Validation</a></li>
<li><a href="#data-visualization">Data Visualization</a></li>
<li><a href="#database-drivers">Database Drivers</a></li>
<li><a href="#database">Database</a></li>
<li><a href="#date-and-time">Date and Time</a></li>
<li><a href="#debugging-tools">Debugging Tools</a></li>
<li><a href="#deep-learning">Deep Learning</a></li>
<li><a href="#devops-tools">DevOps Tools</a></li>
<li><a href="#distribution">Distribution</a></li>
<li><a href="#documentation">Documentation</a></li>
<li><a href="#downloader">Downloader</a></li>
<li><a href="#e-commerce">E-commerce</a></li>
<li><a href="#editor-plugins-and-ides">Editor Plugins and IDEs</a></li>
<li><a href="#email">Email</a></li>
<li><a href="#environment-management">Environment Management</a></li>
<li><a href="#files">Files</a></li>
<li><a href="#foreign-function-interface">Foreign Function Interface</a></li>
<li><a href="#forms">Forms</a></li>
<li><a href="#functional-programming">Functional Programming</a></li>
<li><a href="#game-development">Game Development</a></li>
<li><a href="#geolocation">Geolocation</a></li>
<li><a href="#gui">GUI</a></li>
<li><a href="#hardware">Hardware</a></li>
<li><a href="#html-manipulation">HTML Manipulation</a></li>
<li><a href="#http">HTTP</a></li>
<li><a href="#imagery">Imagery</a></li>
<li><a href="#implementations">Implementations</a></li>
<li><a href="#interactive-interpreter">Interactive Interpreter</a></li>
<li><a href="#internationalization">Internationalization</a></li>
<li><a href="#job-scheduler">Job Scheduler</a></li>
<li><a href="#logging">Logging</a></li>
<li><a href="#machine-learning">Machine Learning</a></li>
<li><a href="#mapreduce">MapReduce</a></li>
<li><a href="#miscellaneous">Miscellaneous</a></li>
<li><a href="#natural-language-processing">Natural Language Processing</a></li>
<li><a href="#network-virtualization">Network Virtualization</a></li>
<li><a href="#networking">Networking</a></li>
<li><a href="#news-feed">News Feed</a></li>
<li><a href="#orm">ORM</a></li>
<li><a href="#package-management">Package Management</a></li>
<li><a href="#package-repositories">Package Repositories</a></li>
<li><a href="#permissions">Permissions</a></li>
<li><a href="#processes">Processes</a></li>
<li><a href="#queue">Queue</a></li>
<li><a href="#recommender-systems">Recommender Systems</a></li>
<li><a href="#restful-api">RESTful API</a></li>
<li><a href="#rpc-servers">RPC Servers</a></li>
<li><a href="#science">Science</a></li>
<li><a href="#search">Search</a></li>
<li><a href="#serialization">Serialization</a></li>
<li><a href="#serverless-frameworks">Serverless Frameworks</a></li>
<li><a href="#specific-formats-processing">Specific Formats Processing</a></li>
<li><a href="#static-site-generator">Static Site Generator</a></li>
<li><a href="#tagging">Tagging</a></li>
<li><a href="#template-engine">Template Engine</a></li>
<li><a href="#testing">Testing</a></li>
<li><a href="#text-processing">Text Processing</a></li>
<li><a href="#third-party-apis">Third-party APIs</a></li>
<li><a href="#url-manipulation">URL Manipulation</a></li>
<li><a href="#video">Video</a></li>
<li><a href="#web-content-extracting">Web Content Extracting</a></li>
<li><a href="#web-crawling">Web Crawling</a></li>
<li><a href="#web-frameworks">Web Frameworks</a></li>
<li><a href="#websocket">WebSocket</a></li>
<li><a href="#wsgi-servers">WSGI Servers</a></li>
</ul>
</li>
<li><a href="#services">Services</a><ul>
<li><a href="#code-quality">Code Quality</a></li>
<li><a href="#continuous-integration">Continuous Integration</a></li>
</ul>
</li>
<li><a href="#resources">Resources</a><ul>
<li><a href="#podcasts">Podcasts</a></li>
<li><a href="#twitter">Twitter</a></li>
<li><a href="#websites">Websites</a></li>
<li><a href="#weekly">Weekly</a></li>
</ul>
</li>
<li><a href="#other-awesome-lists">Other Awesome Lists</a></li>
<li><a href="#contributing">Contributing</a></li>
</ul>
<hr>
<h2 id="Admin-Panels"><a href="#Admin-Panels" class="headerlink" title="Admin Panels"></a>Admin Panels</h2><p><em>Libraries for administrative interfaces.</em></p>
<ul>
<li><a href="https://github.com/ajenti/ajenti" target="_blank" rel="external">Ajenti</a> - The admin panel your servers deserve.</li>
<li><a href="http://djangosuit.com/" target="_blank" rel="external">django-suit</a> - Alternative Django Admin-Interface (free only for Non-commercial use).</li>
<li><a href="https://github.com/sshwsfc/xadmin" target="_blank" rel="external">django-xadmin</a> - Drop-in replacement of Django admin comes with lots of goodies.</li>
<li><a href="https://github.com/flask-admin/flask-admin" target="_blank" rel="external">flask-admin</a> - Simple and extensible administrative interface framework for Flask.</li>
<li><a href="https://github.com/mher/flower" target="_blank" rel="external">flower</a> - Real-time monitor and web admin for Celery.</li>
<li><a href="http://grappelliproject.com" target="_blank" rel="external">Grappelli</a> - A jazzy skin for the Django Admin-Interface.</li>
<li><a href="https://github.com/wooey/wooey" target="_blank" rel="external">Wooey</a> - A Django app which creates automatic web UIs for Python scripts.</li>
</ul>
<h2 id="Algorithms-and-Design-Patterns"><a href="#Algorithms-and-Design-Patterns" class="headerlink" title="Algorithms and Design Patterns"></a>Algorithms and Design Patterns</h2><p><em>Python implementation of algorithms and design patterns.</em></p>
<ul>
<li><a href="https://github.com/nryoung/algorithms" target="_blank" rel="external">algorithms</a> - A module of algorithms for Python.</li>
<li><a href="https://github.com/tylerlaberge/PyPattyrn" target="_blank" rel="external">PyPattyrn</a> - A simple yet effective library for implementing common design patterns.</li>
<li><a href="https://github.com/faif/python-patterns" target="_blank" rel="external">python-patterns</a> - A collection of design patterns in Python.</li>
<li><a href="http://www.grantjenks.com/docs/sortedcontainers/" target="_blank" rel="external">sortedcontainers</a> - Fast, pure-Python implementation of SortedList, SortedDict, and SortedSet types.</li>
</ul>
<h2 id="Anti-spam"><a href="#Anti-spam" class="headerlink" title="Anti-spam"></a>Anti-spam</h2><p><em>Libraries for fighting spam.</em></p>
<ul>
<li><a href="https://github.com/mbi/django-simple-captcha" target="_blank" rel="external">django-simple-captcha</a> - A simple and highly customizable Django app to add captcha images to any Django form.</li>
<li><a href="https://github.com/moqada/django-simple-spam-blocker" target="_blank" rel="external">django-simple-spam-blocker</a> - Simple spam blocker for Django.</li>
</ul>
<h2 id="Asset-Management"><a href="#Asset-Management" class="headerlink" title="Asset Management"></a>Asset Management</h2><p><em>Tools for managing, compressing and minifying website assets.</em></p>
<ul>
<li><a href="https://github.com/django-compressor/django-compressor" target="_blank" rel="external">django-compressor</a> - Compresses linked and inline JavaScript or CSS into a single cached file.</li>
<li><a href="https://github.com/jazzband/django-pipeline" target="_blank" rel="external">django-pipeline</a> - An asset packaging library for Django.</li>
<li><a href="https://github.com/jschneier/django-storages" target="_blank" rel="external">django-storages</a> - A collection of custom storage back ends for Django.</li>
<li><a href="http://www.fanstatic.org/en/latest/" target="_blank" rel="external">fanstatic</a> - Packages, optimizes, and serves static file dependencies as Python packages.</li>
<li><a href="http://fileconveyor.org/" target="_blank" rel="external">fileconveyor</a> - A daemon to detect and sync files to CDNs, S3 and FTP.</li>
<li><a href="https://github.com/miracle2k/flask-assets" target="_blank" rel="external">flask-assets</a> - Helps you integrate webassets into your Flask app.</li>
<li><a href="https://github.com/jaysonsantos/jinja-assets-compressor" target="_blank" rel="external">jinja-assets-compressor</a> - A Jinja extension to compile and compress your assets.</li>
<li><a href="https://github.com/miracle2k/webassets" target="_blank" rel="external">webassets</a> - Bundles, optimizes, and manages unique cache-busting URLs for static resources.</li>
</ul>
<h2 id="Audio"><a href="#Audio" class="headerlink" title="Audio"></a>Audio</h2><p><em>Libraries for manipulating audio.</em></p>
<ul>
<li><a href="https://github.com/danilobellini/audiolazy" target="_blank" rel="external">audiolazy</a> - Expressive Digital Signal Processing (DSP) package for Python.</li>
<li><a href="https://github.com/beetbox/audioread" target="_blank" rel="external">audioread</a> - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.</li>
<li><a href="http://beets.io/" target="_blank" rel="external">beets</a> - A music library manager and <a href="https://musicbrainz.org/" target="_blank" rel="external">MusicBrainz</a> tagger.</li>
<li><a href="https://github.com/worldveil/dejavu" target="_blank" rel="external">dejavu</a> - Audio fingerprinting and recognition.</li>
<li><a href="https://github.com/StreetVoice/django-elastic-transcoder" target="_blank" rel="external">django-elastic-transcoder</a> - Django + <a href="http://aws.amazon.com/elastictranscoder/" target="_blank" rel="external">Amazon Elastic Transcoder</a>.</li>
<li><a href="http://eyed3.nicfit.net/" target="_blank" rel="external">eyeD3</a> - A tool for working with audio files, specifically MP3 files containing ID3 metadata.</li>
<li><a href="http://nedbatchelder.com/code/modules/id3reader.py" target="_blank" rel="external">id3reader</a> - A Python module for reading MP3 meta data.</li>
<li><a href="https://github.com/globocom/m3u8" target="_blank" rel="external">m3u8</a> - A module for parsing m3u8 file.</li>
<li><a href="http://bspaans.github.io/python-mingus/" target="_blank" rel="external">mingus</a> - An advanced music theory and notation package with MIDI file and playback support.</li>
<li><a href="https://github.com/quodlibet/mutagen" target="_blank" rel="external">mutagen</a> - A Python module to handle audio metadata.</li>
<li><a href="https://github.com/tyiannak/pyAudioAnalysis" target="_blank" rel="external">pyAudioAnalysis</a> - Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications</li>
<li><a href="https://github.com/jiaaro/pydub" target="_blank" rel="external">pydub</a> - Manipulate audio with a simple and easy high level interface.</li>
<li><a href="https://github.com/echonest/pyechonest" target="_blank" rel="external">pyechonest</a> - Python client for the <a href="http://developer.echonest.com/" target="_blank" rel="external">Echo Nest</a> API.</li>
<li><a href="http://scikits.appspot.com/talkbox" target="_blank" rel="external">talkbox</a> - A Python library for speech/signal processing.</li>
<li><a href="https://github.com/Parisson/TimeSide" target="_blank" rel="external">TimeSide</a> - Open web audio processing framework.</li>
<li><a href="https://github.com/devsnd/tinytag" target="_blank" rel="external">tinytag</a> - A library for reading music meta data of MP3, OGG, FLAC and Wave files.</li>
</ul>
<h2 id="Authentication"><a href="#Authentication" class="headerlink" title="Authentication"></a>Authentication</h2><p><em>Libraries for implementing authentications schemes.</em></p>
<ul>
<li>OAuth<ul>
<li><a href="http://peterhudec.github.io/authomatic/" target="_blank" rel="external">Authomatic</a> - Simple but powerful framework agnostic authentication/authorization client.</li>
<li><a href="https://github.com/pennersr/django-allauth" target="_blank" rel="external">django-allauth</a> - Authentication app for Django that “just works.”</li>
<li><a href="https://github.com/evonove/django-oauth-toolkit" target="_blank" rel="external">django-oauth-toolkit</a> - OAuth 2 goodies for Django.</li>
<li><a href="https://github.com/lepture/flask-oauthlib" target="_blank" rel="external">Flask-OAuthlib</a> - OAuth 1.0/a, 2.0 implementation of client and provider for Flask.</li>
<li><a href="https://github.com/idan/oauthlib" target="_blank" rel="external">OAuthLib</a> - A generic and thorough implementation of the OAuth request-signing logic.</li>
<li><a href="https://github.com/joestump/python-oauth2" target="_blank" rel="external">python-oauth2</a> - A fully tested, abstract interface to creating OAuth clients and servers.</li>
<li><a href="https://github.com/omab/python-social-auth" target="_blank" rel="external">python-social-auth</a> - An easy-to-setup social authentication mechanism.</li>
<li><a href="https://github.com/litl/rauth" target="_blank" rel="external">rauth</a> - A Python library for OAuth 1.0/a, 2.0, and Ofly.</li>
<li><a href="https://github.com/demianbrecht/sanction" target="_blank" rel="external">sanction</a> - A dead simple OAuth2 client implementation.</li>
</ul>
</li>
<li>Others<ul>
<li><a href="https://github.com/demonware/jose" target="_blank" rel="external">jose</a> - JavaScript Object Signing and Encryption draft implementation.</li>
<li><a href="https://github.com/jpadilla/pyjwt" target="_blank" rel="external">PyJWT</a> - Implementation of the JSON Web Token draft 01.</li>
<li><a href="https://github.com/brianloveswords/python-jws" target="_blank" rel="external">python-jws</a> - Implementation of JSON Web Signatures draft 02.</li>
<li><a href="https://github.com/davedoesdev/python-jwt" target="_blank" rel="external">python-jwt</a> - Module for generating and verifying JSON Web Tokens.</li>
</ul>
</li>
</ul>
<h2 id="Build-Tools"><a href="#Build-Tools" class="headerlink" title="Build Tools"></a>Build Tools</h2><p><em>Compile software from source code.</em></p>
<ul>
<li><a href="http://www.yoctoproject.org/docs/1.6/bitbake-user-manual/bitbake-user-manual.html" target="_blank" rel="external">BitBake</a> - A make-like build tool for embedded Linux.</li>
<li><a href="http://www.buildout.org/en/latest/" target="_blank" rel="external">buildout</a> - A build system for creating, assembling and deploying applications from multiple parts.</li>
<li><a href="https://github.com/platformio/platformio" target="_blank" rel="external">PlatformIO</a> - A console tool to build code with different development platforms.</li>
<li><a href="https://github.com/pybuilder/pybuilder" target="_blank" rel="external">PyBuilder</a> - A continuous build tool written in pure Python.</li>
<li><a href="http://www.scons.org/" target="_blank" rel="external">SCons</a> - A software construction tool.</li>
</ul>
<h2 id="CMS"><a href="#CMS" class="headerlink" title="CMS"></a>CMS</h2><p><em>Content Management Systems.</em></p>
<ul>
<li><a href="http://www.django-cms.org/en/" target="_blank" rel="external">django-cms</a> - An Open source enterprise CMS based on the Django.</li>
<li><a href="http://djedi-cms.org/" target="_blank" rel="external">djedi-cms</a> - A lightweight but yet powerful Django CMS with plugins, inline editing and performance in mind.</li>
<li><a href="http://www.feincms.org/" target="_blank" rel="external">FeinCMS</a> - One of the most advanced Content Management Systems built on Django.</li>
<li><a href="http://kotti.pylonsproject.org/" target="_blank" rel="external">Kotti</a> - A high-level, Pythonic web application framework built on Pyramid.</li>
<li><a href="http://mezzanine.jupo.org/" target="_blank" rel="external">Mezzanine</a> - A powerful, consistent, and flexible content management platform.</li>
<li><a href="http://opps.github.io/opps/" target="_blank" rel="external">Opps</a> - A Django-based CMS for magazines, newspapers websites and portals with high-traffic.</li>
<li><a href="https://plone.org/" target="_blank" rel="external">Plone</a> - A CMS built on top of the open source application server Zope.</li>
<li><a href="http://quokkaproject.org/" target="_blank" rel="external">Quokka</a> - Flexible, extensible, small CMS powered by Flask and MongoDB.</li>
<li><a href="https://wagtail.io/" target="_blank" rel="external">Wagtail</a> - A Django content management system.</li>
<li><a href="https://wid.gy/" target="_blank" rel="external">Widgy</a> - Last CMS framework, based on Django.</li>
</ul>
<h2 id="Caching"><a href="#Caching" class="headerlink" title="Caching"></a>Caching</h2><p><em>Libraries for caching data.</em></p>
<ul>
<li><a href="https://github.com/bbangert/beaker" target="_blank" rel="external">Beaker</a> - A library for caching and sessions for use with web applications and stand-alone Python scripts and applications.</li>
<li><a href="http://www.grantjenks.com/docs/diskcache/" target="_blank" rel="external">DiskCache</a> - SQLite and file backed cache backend with faster lookups than memcached and redis.</li>
<li><a href="https://github.com/django-cache-machine/django-cache-machine" target="_blank" rel="external">django-cache-machine</a> - Automatic caching and invalidation for Django models.</li>
<li><a href="https://github.com/Suor/django-cacheops" target="_blank" rel="external">django-cacheops</a> - A slick ORM cache with automatic granular event-driven invalidation.</li>
<li><a href="https://github.com/5monkeys/django-viewlet" target="_blank" rel="external">django-viewlet</a> - Render template parts with extended cache control.</li>
<li><a href="http://dogpilecache.readthedocs.io/" target="_blank" rel="external">dogpile.cache</a> - dogpile.cache is next generation replacement for Beaker made by same authors.</li>
<li><a href="https://pypi.python.org/pypi/HermesCache" target="_blank" rel="external">HermesCache</a> - Python caching library with tag-based invalidation and dogpile effect prevention.</li>
<li><a href="https://github.com/jmoiron/johnny-cache" target="_blank" rel="external">johnny-cache</a> - A caching framework for django applications.</li>
<li><a href="https://github.com/lericson/pylibmc" target="_blank" rel="external">pylibmc</a> - A Python wrapper around the <a href="http://libmemcached.org/libMemcached.html" target="_blank" rel="external">libmemcached</a> interface.</li>
</ul>
<h2 id="ChatOps-Tools"><a href="#ChatOps-Tools" class="headerlink" title="ChatOps Tools"></a>ChatOps Tools</h2><p><em>Libraries for chatbot development.</em></p>
<ul>
<li><a href="http://errbot.io/" target="_blank" rel="external">Errbot</a> - The easiest and most popular chatbot to implement ChatOps.</li>
</ul>
<h2 id="Code-Analysis-and-Linter"><a href="#Code-Analysis-and-Linter" class="headerlink" title="Code Analysis and Linter"></a>Code Analysis and Linter</h2><p><em>Libraries and tools for analysing, parsing and manipulation codebases.</em></p>
<ul>
<li>Code Analysis<ul>
<li><a href="http://coala-analyzer.org/" target="_blank" rel="external">coala</a> - Language independent and easily extendable code analysis application.</li>
<li><a href="https://github.com/scottrogowski/code2flow" target="_blank" rel="external">code2flow</a> - Turn your Python and JavaScript code into DOT flowcharts.</li>
<li><a href="https://github.com/gak/pycallgraph" target="_blank" rel="external">pycallgraph</a> - A library that visualises the flow (call graph) of your Python application.</li>
<li><a href="https://github.com/yinwang0/pysonar2" target="_blank" rel="external">pysonar2</a> - A type inferencer and indexer for Python.</li>
</ul>
</li>
<li>Linter<ul>
<li><a href="https://pypi.python.org/pypi/flake8" target="_blank" rel="external">Flake8</a> - The modular source code checker: pep8, pyflakes and co.</li>
<li><a href="https://github.com/klen/pylama" target="_blank" rel="external">pylama</a> - Code audit tool for Python and JavaScript.</li>
<li><a href="https://www.pylint.org/" target="_blank" rel="external">Pylint</a> - A Fully customizable source code analyzer.</li>
</ul>
</li>
</ul>
<h2 id="Command-line-Tools"><a href="#Command-line-Tools" class="headerlink" title="Command-line Tools"></a>Command-line Tools</h2><p><em>Libraries for building command-line application.</em></p>
<ul>
<li>Command-line Application Development<ul>
<li><a href="https://github.com/peterbrittain/asciimatics" target="_blank" rel="external">asciimatics</a> - 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.</li>
<li><a href="http://builtoncement.com/" target="_blank" rel="external">cement</a> - CLI Application Framework for Python.</li>
<li><a href="http://click.pocoo.org/dev/" target="_blank" rel="external">click</a> - A package for creating beautiful command line interfaces in a composable way.</li>
<li><a href="http://docs.openstack.org/developer/cliff/" target="_blank" rel="external">cliff</a> - A framework for creating command-line programs with multi-level commands.</li>
<li><a href="https://github.com/kennethreitz/clint" target="_blank" rel="external">clint</a> - Python Command-line Application Tools.</li>
<li><a href="https://pypi.python.org/pypi/colorama" target="_blank" rel="external">colorama</a> - Cross-platform colored terminal text.</li>
<li><a href="http://docopt.org/" target="_blank" rel="external">docopt</a> - Pythonic command line arguments parser.</li>
<li><a href="https://github.com/chriskiehl/Gooey" target="_blank" rel="external">Gooey</a> - Turn command line programs into a full GUI application with one line</li>
<li><a href="https://github.com/google/python-fire" target="_blank" rel="external">Python-Fire</a> - A library for creating command line interfaces (CLIs) from absolutely any Python object.</li>
<li><a href="https://github.com/jonathanslenders/python-prompt-toolkit" target="_blank" rel="external">python-prompt-toolkit</a> - A Library for building powerful interactive command lines.</li>
</ul>
</li>
<li>Productivity Tools<ul>
<li><a href="https://github.com/aws/aws-cli" target="_blank" rel="external">aws-cli</a> - A universal command-line interface for Amazon Web Services.</li>
<li><a href="https://github.com/glamp/bashplotlib" target="_blank" rel="external">bashplotlib</a> - Making basic plots in the terminal.</li>
<li><a href="https://github.com/brettcannon/caniusepython3" target="_blank" rel="external">caniusepython3</a> - Determine what projects are blocking you from porting to Python 3.</li>
<li><a href="https://github.com/audreyr/cookiecutter" target="_blank" rel="external">cookiecutter</a> - A command-line utility that creates projects from cookiecutters (project templates).</li>
<li><a href="https://github.com/sloria/doitlive" target="_blank" rel="external">doitlive</a> - A tool for live presentations in the terminal.</li>
<li><a href="https://github.com/gleitz/howdoi" target="_blank" rel="external">howdoi</a> - Instant coding answers via the command line.</li>
<li><a href="https://github.com/jkbrzt/httpie" target="_blank" rel="external">httpie</a> - A command line HTTP client, a user-friendly cURL replacement.</li>
<li><a href="https://github.com/dbcli/mycli" target="_blank" rel="external">mycli</a> - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.</li>
<li><a href="https://github.com/facebook/PathPicker" target="_blank" rel="external">PathPicker</a> - Select files out of bash output.</li>
<li><a href="https://github.com/mooz/percol" target="_blank" rel="external">percol</a> - Adds flavor of interactive selection to the traditional pipe concept on UNIX.</li>
<li><a href="https://github.com/dbcli/pgcli" target="_blank" rel="external">pgcli</a> - Postgres CLI with autocompletion and syntax highlighting.</li>
<li><a href="https://github.com/donnemartin/saws" target="_blank" rel="external">SAWS</a> - A Supercharged AWS CLI.</li>
<li><a href="https://github.com/nvbn/thefuck" target="_blank" rel="external">thefuck</a> - Correcting your previous console command.</li>
<li><a href="https://github.com/timofurrer/try" target="_blank" rel="external">try</a> - A dead simple CLI to try out python packages - It’s never been easier.</li>
</ul>
</li>
</ul>
<h2 id="Compatibility"><a href="#Compatibility" class="headerlink" title="Compatibility"></a>Compatibility</h2><p><em>Libraries for migrating from Python 2 to 3.</em></p>
<ul>
<li><a href="http://python-future.org/index.html" target="_blank" rel="external">Python-Future</a> - The missing compatibility layer between Python 2 and Python 3.</li>
<li><a href="https://github.com/mitsuhiko/python-modernize" target="_blank" rel="external">Python-Modernize</a> - Modernizes Python code for eventual Python 3 migration.</li>
<li><a href="https://pypi.python.org/pypi/six" target="_blank" rel="external">Six</a> - Python 2 and 3 compatibility utilities.</li>
</ul>
<h2 id="Computer-Vision"><a href="#Computer-Vision" class="headerlink" title="Computer Vision"></a>Computer Vision</h2><p><em>Libraries for computer vision.</em></p>
<ul>
<li><a href="http://opencv.org/" target="_blank" rel="external">OpenCV</a> - Open Source Computer Vision Library.</li>
<li><a href="https://github.com/jflesch/pyocr" target="_blank" rel="external">pyocr</a> - A wrapper for Tesseract and Cuneiform.</li>
<li><a href="https://github.com/madmaze/pytesseract" target="_blank" rel="external">pytesseract</a> - Another wrapper for <a href="https://github.com/tesseract-ocr" target="_blank" rel="external">Google Tesseract OCR</a>.</li>
<li><a href="http://simplecv.org/" target="_blank" rel="external">SimpleCV</a> - An open source framework for building computer vision applications.</li>
</ul>
<h2 id="Concurrency-and-Parallelism"><a href="#Concurrency-and-Parallelism" class="headerlink" title="Concurrency and Parallelism"></a>Concurrency and Parallelism</h2><p><em>Libraries for concurrent and parallel execution.</em></p>
<ul>
<li><a href="http://eventlet.net/" target="_blank" rel="external">eventlet</a> - Asynchronous framework with WSGI support.</li>
<li><a href="http://www.gevent.org/" target="_blank" rel="external">gevent</a> - A coroutine-based Python networking library that uses <a href="https://github.com/python-greenlet/greenlet" target="_blank" rel="external">greenlet</a>.</li>
<li><a href="https://docs.python.org/2/library/multiprocessing.html" target="_blank" rel="external">multiprocessing</a> - (Python standard library) Process-based “threading” interface.</li>
<li><a href="https://docs.python.org/2/library/threading.html" target="_blank" rel="external">threading</a> - (Python standard library) Higher-level threading interface.</li>
<li><a href="https://github.com/madisonmay/Tomorrow" target="_blank" rel="external">Tomorrow</a> - Magic decorator syntax for asynchronous code.</li>
<li><a href="https://github.com/MagicStack/uvloop" target="_blank" rel="external">uvloop</a> - Ultra fast implementation of asyncio event loop on top of libuv.</li>
</ul>
<h2 id="Configuration"><a href="#Configuration" class="headerlink" title="Configuration"></a>Configuration</h2><p><em>Libraries for storing and parsing configuration options.</em></p>
<ul>
<li><a href="https://www.red-dove.com/config-doc/" target="_blank" rel="external">config</a> - Hierarchical config from the author of <a href="https://docs.python.org/2/library/logging.html" target="_blank" rel="external">logging</a>.</li>
<li><a href="http://www.voidspace.org.uk/python/configobj.html" target="_blank" rel="external">ConfigObj</a> - INI file parser with validation.</li>
<li><a href="https://docs.python.org/2/library/configparser.html" target="_blank" rel="external">ConfigParser</a> - (Python standard library) INI file parser.</li>
<li><a href="http://profig.readthedocs.org/en/default/" target="_blank" rel="external">profig</a> - Config from multiple formats with value conversion.</li>
<li><a href="https://github.com/henriquebastos/python-decouple" target="_blank" rel="external">python-decouple</a> - Strict separation of settings from code.</li>
</ul>
<h2 id="Cryptography"><a href="#Cryptography" class="headerlink" title="Cryptography"></a>Cryptography</h2><ul>
<li><a href="https://cryptography.io/en/latest/" target="_blank" rel="external">cryptography</a> - A package designed to expose cryptographic primitives and recipes to Python developers.</li>
<li><a href="https://github.com/davidaurelio/hashids-python" target="_blank" rel="external">hashids</a> - Implementation of <a href="http://hashids.org" target="_blank" rel="external">hashids</a> in Python.</li>
<li><a href="http://www.paramiko.org/" target="_blank" rel="external">Paramiko</a> - A Python (2.6+, 3.3+) implementation of the SSHv2 protocol, providing both client and server functionality.</li>
<li><a href="https://pythonhosted.org/passlib/" target="_blank" rel="external">Passlib</a> - Secure password storage/hashing library, very high level.</li>
<li><a href="https://github.com/pyca/pynacl" target="_blank" rel="external">PyNacl</a> - Python binding to the Networking and Cryptography (NaCl) library.</li>
</ul>
<h2 id="Data-Analysis"><a href="#Data-Analysis" class="headerlink" title="Data Analysis"></a>Data Analysis</h2><p><em>Libraries for data analyzing.</em></p>
<ul>
<li><a href="https://github.com/blaze/blaze" target="_blank" rel="external">Blaze</a> - NumPy and Pandas interface to Big Data.</li>
<li><a href="https://github.com/mining/mining" target="_blank" rel="external">Open Mining</a> - Business Intelligence (BI) in Pandas interface.</li>
<li><a href="http://orange.biolab.si/" target="_blank" rel="external">Orange</a> - Data mining, data visualization, analysis and machine learning through visual programming or scripts.</li>
<li><a href="http://pandas.pydata.org/" target="_blank" rel="external">Pandas</a> - A library providing high-performance, easy-to-use data structures and data analysis tools.</li>
</ul>
<h2 id="Data-Validation"><a href="#Data-Validation" class="headerlink" title="Data Validation"></a>Data Validation</h2><p><em>Libraries for validating data. Used for forms in many cases.</em></p>
<ul>
<li><a href="https://github.com/nicolaiarocci/cerberus/" target="_blank" rel="external">Cerberus</a> - A lightweight and extensible data validation library.</li>
<li><a href="http://docs.pylonsproject.org/projects/colander/en/latest/" target="_blank" rel="external">colander</a> - Validating and deserializing data obtained via XML, JSON, an HTML form post.</li>
<li><a href="https://github.com/Julian/jsonschema" target="_blank" rel="external">jsonschema</a> - An implementation of <a href="http://json-schema.org/" target="_blank" rel="external">JSON Schema</a> for Python.</li>
<li><a href="https://github.com/keleshev/schema" target="_blank" rel="external">schema</a> - A library for validating Python data structures.</li>
<li><a href="https://github.com/schematics/schematics" target="_blank" rel="external">Schematics</a> - Data Structure Validation.</li>
<li><a href="https://github.com/podio/valideer" target="_blank" rel="external">valideer</a> - Lightweight extensible data validation and adaptation library.</li>
<li><a href="https://github.com/alecthomas/voluptuous" target="_blank" rel="external">voluptuous</a> - A Python data validation library.</li>
</ul>
<h2 id="Data-Visualization"><a href="#Data-Visualization" class="headerlink" title="Data Visualization"></a>Data Visualization</h2><p><em>Libraries for visualizing data. See: <a href="https://github.com/sorrycc/awesome-javascript#data-visualization" target="_blank" rel="external">awesome-javascript</a>.</em></p>
<ul>
<li><a href="https://github.com/altair-viz/altair" target="_blank" rel="external">Altair</a> - Declarative statistical visualization library for Python.</li>
<li><a href="https://github.com/bokeh/bokeh" target="_blank" rel="external">Bokeh</a> - Interactive Web Plotting for Python.</li>
<li><a href="https://github.com/yhat/ggplot" target="_blank" rel="external">ggplot</a> - Same API as ggplot2 for R.</li>
<li><a href="http://matplotlib.org/" target="_blank" rel="external">Matplotlib</a> - A Python 2D plotting library.</li>
<li><a href="http://www.pygal.org/en/latest/" target="_blank" rel="external">Pygal</a> - A Python SVG Charts Creator.</li>
<li><a href="https://pypi.python.org/pypi/pygraphviz" target="_blank" rel="external">PyGraphviz</a> - Python interface to <a href="http://www.graphviz.org/" target="_blank" rel="external">Graphviz</a>.</li>
<li><a href="http://www.pyqtgraph.org/" target="_blank" rel="external">PyQtGraph</a> - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.</li>
<li><a href="https://github.com/mwaskom/seaborn" target="_blank" rel="external">Seaborn</a> - Statistical data visualization using Matplotlib.</li>
<li><a href="https://github.com/vispy/vispy" target="_blank" rel="external">VisPy</a> - High-performance scientific visualization based on OpenGL.</li>
</ul>
<h2 id="Database"><a href="#Database" class="headerlink" title="Database"></a>Database</h2><p><em>Databases implemented in Python.</em></p>
<ul>
<li><a href="https://pythonhosted.org/pickleDB/" target="_blank" rel="external">pickleDB</a> - A simple and lightweight key-value store for Python.</li>
<li><a href="https://www.pipelinedb.com/" target="_blank" rel="external">PipelineDB</a> - The Streaming SQL Database.</li>
<li><a href="https://github.com/msiemens/tinydb" target="_blank" rel="external">TinyDB</a> - A tiny, document-oriented database.</li>
<li><a href="http://www.zodb.org/en/latest/" target="_blank" rel="external">ZODB</a> - A native object database for Python. A key-value and object graph database.</li>
</ul>
<h2 id="Database-Drivers"><a href="#Database-Drivers" class="headerlink" title="Database Drivers"></a>Database Drivers</h2><p><em>Libraries for connecting and operating databases.</em></p>
<ul>
<li>MySQL - <a href="http://shlomi-noach.github.io/awesome-mysql/" target="_blank" rel="external">awesome-mysql</a><ul>
<li><a href="https://sourceforge.net/projects/mysql-python/" target="_blank" rel="external">mysql-python</a> - The MySQL database connector for Python.</li>
<li><a href="https://github.com/PyMySQL/mysqlclient-python" target="_blank" rel="external">mysqlclient</a> - mysql-python fork supporting Python 3.</li>
<li><a href="https://pythonhosted.org/oursql/" target="_blank" rel="external">oursql</a> - A better MySQL connector with support for native prepared statements and BLOBs.</li>
<li><a href="https://github.com/PyMySQL/PyMySQL" target="_blank" rel="external">PyMySQL</a> - Pure Python MySQL driver compatible to mysql-python.</li>
</ul>
</li>
<li>PostgreSQL<ul>
<li><a href="http://initd.org/psycopg/" target="_blank" rel="external">psycopg2</a> - The most popular PostgreSQL adapter for Python.</li>
<li><a href="https://github.com/gmr/queries" target="_blank" rel="external">queries</a> - A wrapper of the psycopg2 library for interacting with PostgreSQL.</li>
<li><a href="https://github.com/wulczer/txpostgres" target="_blank" rel="external">txpostgres</a> - Twisted based asynchronous driver for PostgreSQL.</li>
</ul>
</li>
<li>Other Relational Databases<ul>
<li><a href="http://rogerbinns.github.io/apsw/" target="_blank" rel="external">apsw</a> - Another Python SQLite wrapper.</li>
<li><a href="https://github.com/pudo/dataset" target="_blank" rel="external">dataset</a> - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.</li>
<li><a href="http://www.pymssql.org/en/latest/" target="_blank" rel="external">pymssql</a> - A simple database interface to Microsoft SQL Server.</li>
</ul>
</li>
<li>NoSQL Databases<ul>
<li><a href="https://github.com/datastax/python-driver" target="_blank" rel="external">cassandra-python-driver</a> - Python driver for Cassandra.</li>
<li><a href="https://github.com/wbolster/happybase" target="_blank" rel="external">HappyBase</a> - A developer-friendly library for Apache HBase.</li>
<li><a href="https://github.com/wbolster/plyvel" target="_blank" rel="external">Plyvel</a> - A fast and feature-rich Python interface to LevelDB.</li>
<li><a href="http://py2neo.org/2.0/" target="_blank" rel="external">py2neo</a> - Python wrapper client for Neo4j’s restful interface.</li>
<li><a href="https://github.com/pycassa/pycassa" target="_blank" rel="external">pycassa</a> - Python Thrift driver for Cassandra.</li>
<li><a href="https://docs.mongodb.org/ecosystem/drivers/python/" target="_blank" rel="external">PyMongo</a> - The official Python client for MongoDB.</li>
<li><a href="https://github.com/andymccurdy/redis-py" target="_blank" rel="external">redis-py</a> - The Redis Python Client.</li>
<li><a href="https://github.com/driftx/Telephus" target="_blank" rel="external">telephus</a> - Twisted based client for Cassandra.</li>
<li><a href="https://github.com/deldotdr/txRedis" target="_blank" rel="external">txRedis</a> - Twisted based client for Redis.</li>
</ul>
</li>
</ul>
<h2 id="Date-and-Time"><a href="#Date-and-Time" class="headerlink" title="Date and Time"></a>Date and Time</h2><p><em>Libraries for working with dates and times.</em></p>
<ul>
<li><a href="https://github.com/crsmithdev/arrow" target="_blank" rel="external">arrow</a> - Better dates & times for Python.</li>
<li><a href="https://github.com/KoffeinFlummi/Chronyk" target="_blank" rel="external">Chronyk</a> - A Python 3 library for parsing human-written times and dates.</li>
<li><a href="https://github.com/dateutil/dateutil" target="_blank" rel="external">dateutil</a> - Extensions to the standard Python <a href="https://docs.python.org/2/library/datetime.html" target="_blank" rel="external">datetime</a> module.</li>
<li><a href="https://github.com/myusuf3/delorean/" target="_blank" rel="external">delorean</a> - A library for clearing up the inconvenient truths that arise dealing with datetimes.</li>
<li><a href="https://github.com/zachwill/moment" target="_blank" rel="external">moment</a> - A Python library for dealing with dates/times. Inspired by <a href="http://momentjs.com/" target="_blank" rel="external">Moment.js</a>.</li>
<li><a href="https://github.com/sdispater/pendulum" target="_blank" rel="external">Pendulum</a> - Python datetimes made easy.</li>
<li><a href="https://github.com/shinux/PyTime" target="_blank" rel="external">PyTime</a> - A easy-use Python module which aims to operate date/time/datetime by string.</li>
<li><a href="https://launchpad.net/pytz" target="_blank" rel="external">pytz</a> - World timezone definitions, modern and historical. Brings the <a href="https://en.wikipedia.org/wiki/Tz_database" target="_blank" rel="external">tz database</a> into Python.</li>
<li><a href="https://github.com/dirn/When.py" target="_blank" rel="external">when.py</a> - Providing user-friendly functions to help perform common date and time actions.</li>
</ul>
<h2 id="Debugging-Tools"><a href="#Debugging-Tools" class="headerlink" title="Debugging Tools"></a>Debugging Tools</h2><p><em>Libraries for debugging code.</em></p>
<ul>
<li>pdb-like Debugger<ul>
<li><a href="https://pypi.python.org/pypi/ipdb" target="_blank" rel="external">ipdb</a> - IPython-enabled <a href="https://docs.python.org/3/library/pdb.html" target="_blank" rel="external">pdb</a>.</li>
<li><a href="https://pypi.python.org/pypi/pdbpp/" target="_blank" rel="external">pdb++</a> - Another drop-in replacement for pdb.</li>
<li><a href="https://pypi.python.org/pypi/pudb" target="_blank" rel="external">pudb</a> - A full-screen, console-based Python debugger.</li>
<li><a href="https://github.com/ionelmc/python-remote-pdb" target="_blank" rel="external">remote-pdb</a> - Remote vanilla PDB (over TCP sockets).</li>
<li><a href="https://github.com/Kozea/wdb" target="_blank" rel="external">wdb</a> - An improbable web debugger through WebSockets.</li>
</ul>
</li>
<li>Profiler<ul>
<li><a href="https://github.com/rkern/line_profiler" target="_blank" rel="external">line_profiler</a> - Line-by-line profiling.</li>
<li><a href="https://github.com/fabianp/memory_profiler" target="_blank" rel="external">memory_profiler</a> - Monitor Memory usage of Python code.</li>
<li><a href="https://github.com/what-studio/profiling" target="_blank" rel="external">profiling</a> - An interactive Python profiler.</li>
<li><a href="https://github.com/nvdv/vprof" target="_blank" rel="external">vprof</a> - Visual Python profiler.</li>
</ul>
</li>
<li>Others<ul>
<li><a href="https://github.com/django-debug-toolbar/django-debug-toolbar" target="_blank" rel="external">django-debug-toolbar</a> - Display various debug information for Django.</li>
<li><a href="https://github.com/dcramer/django-devserver" target="_blank" rel="external">django-devserver</a> - A drop-in replacement for Django’s runserver.</li>
<li><a href="https://github.com/mgood/flask-debugtoolbar" target="_blank" rel="external">flask-debugtoolbar</a> - A port of the django-debug-toolbar to flask.</li>
<li><a href="https://github.com/ionelmc/python-hunter" target="_blank" rel="external">hunter</a> - Hunter is a flexible code tracing toolkit.</li>
<li><a href="https://github.com/khamidou/lptrace" target="_blank" rel="external">lptrace</a> - <a href="http://man7.org/linux/man-pages/man1/strace.1.html" target="_blank" rel="external">strace</a> for Python programs.</li>
<li><a href="https://github.com/ionelmc/python-manhole" target="_blank" rel="external">manhole</a> - Debug service that will accept unix domain socket connections and present the stacktraces for all threads and an interactive prompt.</li>
<li><a href="https://github.com/eliben/pyelftools" target="_blank" rel="external">pyelftools</a> - Parsing and analyzing ELF files and DWARF debugging information.</li>
<li><a href="https://github.com/google/pyringe" target="_blank" rel="external">pyringe</a> - Debugger capable of attaching to and injecting code into Python processes.</li>
</ul>
</li>
</ul>
<h2 id="Deep-Learning"><a href="#Deep-Learning" class="headerlink" title="Deep Learning"></a>Deep Learning</h2><p><em>Frameworks for Neural Networks and Deep Learning. See: <a href="https://github.com/ChristosChristofidis/awesome-deep-learning" target="_blank" rel="external">awesome-deep-learning</a>.</em></p>
<ul>
<li><a href="https://github.com/BVLC/caffe" target="_blank" rel="external">Caffe</a> - A fast open framework for deep learning..</li>
<li><a href="https://github.com/fchollet/keras" target="_blank" rel="external">Keras</a> - A high-level neural networks library and capable of running on top of either TensorFlow or Theano.</li>
<li><a href="https://github.com/dmlc/mxnet" target="_blank" rel="external">MXNet</a> - A deep learning framework designed for both efficiency and flexibility.</li>
<li><a href="http://neupy.com/pages/home.html" target="_blank" rel="external">Neupy</a> - Running and testing different Artificial Neural Networks algorithms.</li>
<li><a href="http://pytorch.org/" target="_blank" rel="external">Pytorch</a> - Tensors and Dynamic neural networks in Python with strong GPU acceleration.</li>
<li><a href="https://github.com/tensorflow/tensorflow" target="_blank" rel="external">TensorFlow</a> - The most popular Deep Learning framework created by Google.</li>
<li><a href="https://github.com/Theano/Theano" target="_blank" rel="external">Theano</a> - A library for fast numerical computation.</li>
</ul>
<h2 id="DevOps-Tools"><a href="#DevOps-Tools" class="headerlink" title="DevOps Tools"></a>DevOps Tools</h2><p><em>Software and libraries for DevOps.</em></p>
<ul>
<li><a href="https://github.com/ansible/ansible" target="_blank" rel="external">Ansible</a> - A radically simple IT automation platform.</li>
<li><a href="http://cloudinit.readthedocs.io/" target="_blank" rel="external">Cloud-Init</a> - A multi-distribution package that handles early initialization of a cloud instance.</li>
<li><a href="https://github.com/sebastien/cuisine" target="_blank" rel="external">cuisine</a> - Chef-like functionality for Fabric.</li>
<li><a href="https://docs.docker.com/compose/" target="_blank" rel="external">Docker Compose</a> - Fast, isolated development environments using <a href="https://www.docker.com/" target="_blank" rel="external">Docker</a>.</li>
<li><a href="http://www.fabfile.org/" target="_blank" rel="external">Fabric</a> - A simple, Pythonic tool for remote execution and deployment.</li>
<li><a href="https://github.com/ronnix/fabtools" target="_blank" rel="external">Fabtools</a> - Tools for writing awesome Fabric files.</li>
<li><a href="https://github.com/nickstenning/honcho" target="_blank" rel="external">honcho</a> - A Python clone of <a href="https://github.com/ddollar/foreman" target="_blank" rel="external">Foreman</a>, for managing Procfile-based applications.</li>
<li><a href="http://www.openstack.org/" target="_blank" rel="external">OpenStack</a> - Open source software for building private and public clouds.</li>
<li><a href="https://github.com/pexpect/pexpect" target="_blank" rel="external">pexpect</a> - Controlling interactive programs in a pseudo-terminal like GNU expect.</li>
<li><a href="https://github.com/giampaolo/psutil" target="_blank" rel="external">psutil</a> - A cross-platform process and system utilities module.</li>
<li><a href="https://github.com/saltstack/salt" target="_blank" rel="external">SaltStack</a> - Infrastructure automation and management system.</li>
<li><a href="https://github.com/Supervisor/supervisor" target="_blank" rel="external">supervisor</a> - Supervisor process control system for UNIX.</li>
</ul>
<h2 id="Distribution"><a href="#Distribution" class="headerlink" title="Distribution"></a>Distribution</h2><p><em>Libraries to create packaged executables for release distribution.</em></p>
<ul>
<li><a href="https://github.com/spotify/dh-virtualenv" target="_blank" rel="external">dh-virtualenv</a> - Build and distribute a virtualenv as a Debian package.</li>
<li><a href="http://nuitka.net/" target="_blank" rel="external">Nuitka</a> - Compile scripts, modules, packages to an executable or extension module.</li>
<li><a href="http://pythonhosted.org/py2app/" target="_blank" rel="external">py2app</a> - Freezes Python scripts (Mac OS X).</li>
<li><a href="http://www.py2exe.org/" target="_blank" rel="external">py2exe</a> - Freezes Python scripts (Windows).</li>
<li><a href="https://github.com/pyinstaller/pyinstaller" target="_blank" rel="external">PyInstaller</a> - Converts Python programs into stand-alone executables (cross-platform).</li>
<li><a href="http://pynsist.readthedocs.io/" target="_blank" rel="external">pynsist</a> - A tool to build Windows installers, installers bundle Python itself.</li>
</ul>
<h2 id="Documentation"><a href="#Documentation" class="headerlink" title="Documentation"></a>Documentation</h2><p><em>Libraries for generating project documentation.</em></p>
<ul>
<li><a href="http://www.sphinx-doc.org/en/latest/" target="_blank" rel="external">Sphinx</a> - Python Documentation generator.<ul>
<li><a href="https://github.com/yoloseem/awesome-sphinxdoc" target="_blank" rel="external">awesome-sphinxdoc</a></li>
</ul>
</li>
<li><a href="http://www.mkdocs.org/" target="_blank" rel="external">MkDocs</a> - Markdown friendly documentation generator.</li>
<li><a href="https://github.com/BurntSushi/pdoc" target="_blank" rel="external">pdoc</a> - Epydoc replacement to auto generate API documentation for Python libraries.</li>
<li><a href="https://github.com/pycco-docs/pycco" target="_blank" rel="external">Pycco</a> - The literate-programming-style documentation generator.</li>
</ul>
<h2 id="Downloader"><a href="#Downloader" class="headerlink" title="Downloader"></a>Downloader</h2><p><em>Libraries for downloading.</em></p>
<ul>
<li><a href="https://github.com/s3tools/s3cmd" target="_blank" rel="external">s3cmd</a> - A command line tool for managing Amazon S3 and CloudFront.</li>
<li><a href="https://github.com/bloomreach/s4cmd" target="_blank" rel="external">s4cmd</a> - Super S3 command line tool, good for higher performance.</li>
<li><a href="https://www.soimort.org/you-get/" target="_blank" rel="external">you-get</a> - A YouTube/Youku/Niconico video downloader written in Python 3.</li>
<li><a href="http://rg3.github.io/youtube-dl/" target="_blank" rel="external">youtube-dl</a> - A small command-line program to download videos from YouTube.</li>
</ul>
<h2 id="E-commerce"><a href="#E-commerce" class="headerlink" title="E-commerce"></a>E-commerce</h2><p><em>Frameworks and libraries for e-commerce and payments.</em></p>
<ul>
<li><a href="https://github.com/lxneng/alipay" target="_blank" rel="external">alipay</a> - Unofficial Alipay API for Python.</li>
<li><a href="https://github.com/stephenmcd/cartridge" target="_blank" rel="external">Cartridge</a> - A shopping cart app built using the Mezzanine.</li>
<li><a href="http://oscarcommerce.com/" target="_blank" rel="external">django-oscar</a> - An open-source e-commerce framework for Django.</li>
<li><a href="https://github.com/awesto/django-shop" target="_blank" rel="external">django-shop</a> - A Django based shop system.</li>
<li><a href="https://github.com/agiliq/merchant" target="_blank" rel="external">merchant</a> - A Django app to accept payments from various payment processors.</li>
<li><a href="https://github.com/carlospalol/money" target="_blank" rel="external">money</a> - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution.</li>
<li><a href="https://github.com/Alir3z4/python-currencies" target="_blank" rel="external">python-currencies</a> - Display money format and its filthy currencies.</li>
<li><a href="https://github.com/MicroPyramid/forex-python" target="_blank" rel="external">forex-python</a> - Foreign exchange rates, Bitcoin price index and currency conversion.</li>
<li><a href="https://www.shoop.io/en/" target="_blank" rel="external">shoop</a> - An open source E-Commerce platform based on Django.</li>
</ul>
<h2 id="Editor-Plugins-and-IDEs"><a href="#Editor-Plugins-and-IDEs" class="headerlink" title="Editor Plugins and IDEs"></a>Editor Plugins and IDEs</h2><ul>
<li>Emacs<ul>
<li><a href="https://github.com/jorgenschaefer/elpy" target="_blank" rel="external">Elpy</a> - Emacs Python Development Environment.</li>
</ul>
</li>
<li>Sublime Text<ul>
<li><a href="https://github.com/DamnWidget/anaconda" target="_blank" rel="external">Anaconda</a> - Anaconda turns your Sublime Text 3 in a full featured Python development IDE.</li>
<li><a href="https://github.com/srusskih/SublimeJEDI" target="_blank" rel="external">SublimeJEDI</a> - A Sublime Text plugin to the awesome auto-complete library Jedi.</li>
</ul>
</li>
<li>Vim<ul>
<li><a href="https://github.com/davidhalter/jedi-vim" target="_blank" rel="external">Jedi-vim</a> - Vim bindings for the Jedi auto-completion library for Python.</li>
<li><a href="https://github.com/klen/python-mode" target="_blank" rel="external">Python-mode</a> - An all in one plugin for turning Vim into a Python IDE.</li>
<li><a href="https://github.com/Valloric/YouCompleteMe" target="_blank" rel="external">YouCompleteMe</a> - Includes <a href="https://github.com/davidhalter/jedi" target="_blank" rel="external">Jedi</a>-based completion engine for Python.</li>
</ul>
</li>
<li>Visual Studio<ul>
<li><a href="https://github.com/Microsoft/PTVS" target="_blank" rel="external">PTVS</a> - Python Tools for Visual Studio.</li>
</ul>
</li>
<li>Visual Studio Code<ul>
<li><a href="https://github.com/DonJayamanne/pythonVSCode" target="_blank" rel="external">Python</a> - An extension with rich support for the Python language, with features including linting, IntelliSense, formatting, refactoring, debugging, unit tests, and jupyter support.</li>
<li><a href="https://github.com/MagicStack/MagicPython" target="_blank" rel="external">Magic Python</a> - Cutting edge Python syntax highlighter for Sublime Text, Atom, and Visual Studio Code. Used by GitHub to highlight your Python code!</li>
</ul>
</li>
<li>IDE<ul>
<li><a href="http://www.liclipse.com/" target="_blank" rel="external">LiClipse</a> - Free polyglot IDE based on Eclipse. Uses PyDev for Python support.</li>
<li><a href="https://www.jetbrains.com/pycharm/" target="_blank" rel="external">PyCharm</a> - Commercial Python IDE by JetBrains. Has free community edition available.</li>
<li><a href="https://github.com/spyder-ide/spyder" target="_blank" rel="external">Spyder</a> - Open Source Python IDE.</li>
</ul>
</li>
</ul>