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Awesome Python Resources

Mar 30th, 2018
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  1. Awesome Python Resources --
  2.  
  3. Libraries for administrative interfaces.
  4.  
  5.     Ajenti - the admin panel your servers deserve.
  6.     django-suit - alternative Django Admin-Interface (free only for Non-commercial use).
  7.     django-xadmin - drop-in replacement of Django admin comes with lots of goodies.
  8.     flask-admin - simple and extensible administrative interface framework for Flask.
  9.     flower - real-time monitor and web admin for Celery.
  10.     Grappelli - a jazzy skin for the Django Admin-Interface.
  11.     Wooey - a Django app which creates automatic web UIs for Python scripts.
  12.  
  13. Algorithms and Design Patterns
  14.  
  15. Python implementation of algorithms and design patterns.
  16.  
  17.     algorithms - a module of algorithms for Python.
  18.     PyPattyrn - a simple yet effective library for implementing common design patterns.
  19.     python-patterns - a collection of design patterns in Python.
  20.     sortedcontainers - fast, pure-Python implementation of SortedList, SortedDict, and SortedSet types.
  21.  
  22. Anti-spam
  23.  
  24. Libraries for fighting spam.
  25.  
  26.     django-simple-captcha - a simple and highly customizable Django app to add captcha images to any Django form.
  27.     django-simple-spam-blocker - simple spam blocker for Django.
  28.  
  29. Asset Management
  30.  
  31. Tools for managing, compressing and minifying website assets.
  32.  
  33.     django-compressor - compresses linked and inline JavaScript or CSS into a single cached file.
  34.     django-pipeline - an asset packaging library for Django.
  35.     django-storages - a collection of custom storage back ends for Django.
  36.     fanstatic - packages, optimizes, and serves static file dependencies as Python packages.
  37.     fileconveyor - a daemon to detect and sync files to CDNs, S3 and FTP.
  38.     flask-assets - helps you integrate webassets into your Flask app.
  39.     jinja-assets-compressor - a Jinja extension to compile and compress your assets.
  40.     webassets - bundles, optimizes, and manages unique cache-busting URLs for static resources.
  41.  
  42. Audio
  43.  
  44. Libraries for manipulating audio.
  45.  
  46.     audiolazy - expressive Digital Signal Processing (DSP) package for Python.
  47.     audioread - cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.
  48.     beets - a music library manager and MusicBrainz tagger.
  49.     dejavu - audio fingerprinting and recognition.
  50.     django-elastic-transcoder - Django + Amazon Elastic Transcoder.
  51.     eyeD3 - a tool for working with audio files, specifically MP3 files containing ID3 metadata.
  52.     id3reader - a Python module for reading MP3 meta data.
  53.     m3u8 - a module for parsing m3u8 file.
  54.     mingus - an advanced music theory and notation package with MIDI file and playback support.
  55.     mutagen - a Python module to handle audio metadata.
  56.     pyAudioAnalysis - python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
  57.     pydub - manipulate audio with a simple and easy high level interface.
  58.     pyechonest - python client for the Echo Nest API.
  59.     talkbox - a Python library for speech/signal processing.
  60.     TimeSide - open web audio processing framework.
  61.     tinytag - a library for reading music meta data of MP3, OGG, FLAC and Wave files.
  62.  
  63. Authentication
  64.  
  65. Libraries for implementing authentications schemes.
  66.  
  67.     OAuth
  68.         Authomatic - simple but powerful framework agnostic authentication/authorization client.
  69.         django-allauth - authentication app for Django that "just works".
  70.         django-oauth-toolkit - OAuth 2 goodies for Django.
  71.         Flask-OAuthlib - OAuth 1.0/a, 2.0 implementation of client and provider for Flask.
  72.         OAuthLib - a generic and thorough implementation of the OAuth request-signing logic.
  73.         python-oauth2 - a fully tested, abstract interface to creating OAuth clients and servers.
  74.         python-social-auth - an easy-to-setup social authentication mechanism.
  75.         rauth - a Python library for OAuth 1.0/a, 2.0, and Ofly.
  76.         sanction - a dead simple OAuth2 client implementation.
  77.     Others
  78.         jose - JavaScript Object Signing and Encryption draft implementation.
  79.         PyJWT - implementation of the JSON Web Token draft 01.
  80.         python-jws - implementation of JSON Web Signatures draft 02.
  81.         python-jwt - module for generating and verifying JSON Web Tokens.
  82.  
  83. Build Tools
  84.  
  85. Compile software from source code.
  86.  
  87.     BitBake - a make-like build tool for embedded Linux.
  88.     buildout - a build system for creating, assembling and deploying applications from multiple parts.
  89.     PlatformIO - a console tool to build code with different development platforms.
  90.     PyBuilder - a continuous build tool written in pure Python.
  91.     SCons - a software construction tool.
  92.  
  93. CMS
  94.  
  95. Content Management Systems.
  96.  
  97.     django-cms - an Open source enterprise CMS based on the Django.
  98.     djedi-cms - a lightweight but yet powerful Django CMS with plugins, inline editing and performance in mind.
  99.     FeinCMS - one of the most advanced Content Management Systems built on Django.
  100.     Kotti - a high-level, Pythonic web application framework built on Pyramid.
  101.     Mezzanine - a powerful, consistent, and flexible content management platform.
  102.     Opps - a Django-based CMS for magazines, newspapers websites and portals with high-traffic.
  103.     Plone - a CMS built on top of the open source application server Zope.
  104.     Quokka - flexible, extensible, small CMS powered by Flask and MongoDB.
  105.     Wagtail - a Django content management system.
  106.     Widgy - last CMS framework, based on Django.
  107.  
  108. Caching
  109.  
  110. Libraries for caching data.
  111.  
  112.     Beaker - a library for caching and sessions for use with web applications and stand-alone Python scripts and applications.
  113.     DiskCache - SQLite and file backed cache backend with faster lookups than memcached and redis.
  114.     django-cache-machine - automatic caching and invalidation for Django models.
  115.     django-cacheops - a slick ORM cache with automatic granular event-driven invalidation.
  116.     django-viewlet - render template parts with extended cache control.
  117.     dogpile.cache - a next generation replacement for Beaker made by same authors.
  118.     HermesCache - python caching library with tag-based invalidation and dogpile effect prevention.
  119.     johnny-cache - a caching framework for django applications.
  120.     pylibmc - a Python wrapper around the libmemcached interface.
  121.  
  122. ChatOps Tools
  123.  
  124. Libraries for chatbot development.
  125.  
  126.     Errbot - the easiest and most popular chatbot to implement ChatOps.
  127.  
  128. Code Analysis and Linter
  129.  
  130. Libraries and tools for analysing, parsing and manipulation codebases.
  131.  
  132.     Code Analysis
  133.         coala - language independent and easily extendable code analysis application.
  134.         code2flow - turn your Python and JavaScript code into DOT flowcharts.
  135.         pycallgraph - a library that visualises the flow (call graph) of your Python application.
  136.         pysonar2 - a type inferencer and indexer for Python.
  137.     Linter
  138.         Flake8 - the modular source code checker: pep8, pyflakes and co.
  139.         pylama - code audit tool for Python and JavaScript.
  140.         Pylint - a Fully customizable source code analyzer.
  141.  
  142. Command-line Tools
  143.  
  144. Libraries for building command-line application.
  145.  
  146.     Command-line Application Development
  147.         asciimatics - cross-platform, full-screen terminal package (i.e. mouse/keyboard input and coloured, positioned text output) complete with high-level API for complex animations and special effects.
  148.         cement - CLI Application Framework for Python.
  149.         click - a package for creating beautiful command line interfaces in a composable way.
  150.         cliff - a framework for creating command-line programs with multi-level commands.
  151.         clint - python Command-line Application Tools.
  152.         colorama - cross-platform colored terminal text.
  153.         docopt - pythonic command line arguments parser.
  154.         Gooey - turn command line programs into a full GUI application with one line
  155.         Python-Fire - a library for creating command line interfaces (CLIs) from absolutely any Python object.
  156.         python-prompt-toolkit - a Library for building powerful interactive command lines.
  157.     Productivity Tools
  158.         aws-cli - a universal command-line interface for Amazon Web Services.
  159.         bashplotlib - making basic plots in the terminal.
  160.         caniusepython3 - determine what projects are blocking you from porting to Python 3.
  161.         cookiecutter - a command-line utility that creates projects from cookiecutters (project templates).
  162.         doitlive - a tool for live presentations in the terminal.
  163.         howdoi - instant coding answers via the command line.
  164.         httpie - a command line HTTP client, a user-friendly cURL replacement.
  165.         mycli - a Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.
  166.         PathPicker - select files out of bash output.
  167.         percol - adds flavor of interactive selection to the traditional pipe concept on UNIX.
  168.         pgcli - Postgres CLI with autocompletion and syntax highlighting.
  169.         SAWS - a Supercharged AWS CLI.
  170.         thefuck - correcting your previous console command.
  171.         try - a dead simple CLI to try out python packages - It's never been easier.
  172.  
  173. Compatibility
  174.  
  175. Libraries for migrating from Python 2 to 3.
  176.  
  177.     Python-Future - the missing compatibility layer between Python 2 and Python 3.
  178.     Python-Modernize - modernizes Python code for eventual Python 3 migration.
  179.     Six - python 2 and 3 compatibility utilities.
  180.  
  181. Computer Vision
  182.  
  183. Libraries for computer vision.
  184.  
  185.     OpenCV - open Source Computer Vision Library.
  186.     pyocr - a wrapper for Tesseract and Cuneiform.
  187.     pytesseract - another wrapper for Google Tesseract OCR.
  188.     SimpleCV - an open source framework for building computer vision applications.
  189.  
  190. Concurrency and Parallelism
  191.  
  192. Libraries for concurrent and parallel execution.
  193.  
  194.     eventlet - asynchronous framework with WSGI support.
  195.     gevent - a coroutine-based Python networking library that uses greenlet.
  196.     multiprocessing - (Python standard library) Process-based "threading" interface.
  197.     threading - (Python standard library) Higher-level threading interface.
  198.     Tomorrow - Magic decorator syntax for asynchronous code.
  199.     uvloop - ultra fast implementation of asyncio event loop on top of libuv.
  200.  
  201. Configuration
  202.  
  203. Libraries for storing and parsing configuration options.
  204.  
  205.     config - hierarchical config from the author of logging.
  206.     ConfigObj - INI file parser with validation.
  207.     ConfigParser - (Python standard library) INI file parser.
  208.     profig - Config from multiple formats with value conversion.
  209.     python-decouple - strict separation of settings from code.
  210.  
  211. Cryptography
  212.  
  213.     cryptography - a package designed to expose cryptographic primitives and recipes to Python developers.
  214.     hashids - implementation of hashids in Python.
  215.     Paramiko - a Python (2.6+, 3.3+) implementation of the SSHv2 protocol, providing both client and server functionality.
  216.     Passlib - secure password storage/hashing library, very high level.
  217.     PyNacl - python binding to the Networking and Cryptography (NaCl) library.
  218.  
  219. Data Analysis
  220.  
  221. Libraries for data analyzing.
  222.  
  223.     Blaze - NumPy and Pandas interface to Big Data.
  224.     Open Mining - business Intelligence (BI) in Pandas interface.
  225.     Orange - data mining, data visualization, analysis and machine learning through visual programming or scripts.
  226.     Pandas - a library providing high-performance, easy-to-use data structures and data analysis tools.
  227.  
  228. Data Validation
  229.  
  230. Libraries for validating data. Used for forms in many cases.
  231.  
  232.     Cerberus - a lightweight and extensible data validation library.
  233.     colander - validating and deserializing data obtained via XML, JSON, an HTML form post.
  234.     jsonschema - an implementation of JSON Schema for Python.
  235.     schema - a library for validating Python data structures.
  236.     Schematics - data Structure Validation.
  237.     valideer - lightweight extensible data validation and adaptation library.
  238.     voluptuous - a Python data validation library.
  239.  
  240. Data Visualization
  241.  
  242. Libraries for visualizing data. See: awesome-javascript.
  243.  
  244.     Altair - declarative statistical visualization library for Python.
  245.     Bokeh - interactive Web Plotting for Python.
  246.     ggplot - same API as ggplot2 for R.
  247.     Matplotlib - a Python 2D plotting library.
  248.     Pygal - a Python SVG Charts Creator.
  249.     PyGraphviz - python interface to Graphviz.
  250.     PyQtGraph - interactive and realtime 2D/3D/Image plotting and science/engineering widgets.
  251.     Seaborn - statistical data visualization using Matplotlib.
  252.     VisPy - high-performance scientific visualization based on OpenGL.
  253.  
  254. Database
  255.  
  256. Databases implemented in Python.
  257.  
  258.     pickleDB - a simple and lightweight key-value store for Python.
  259.     PipelineDB - the Streaming SQL Database.
  260.     TinyDB - a tiny, document-oriented database.
  261.     ZODB - a native object database for Python. A key-value and object graph database.
  262.  
  263. Database Drivers
  264.  
  265. Libraries for connecting and operating databases.
  266.  
  267.     MySQL - awesome-mysql
  268.         mysql-python - the MySQL database connector for Python.
  269.         mysqlclient - mysql-python fork supporting Python 3.
  270.         oursql - a better MySQL connector with support for native prepared statements and BLOBs.
  271.         PyMySQL - pure Python MySQL driver compatible to mysql-python.
  272.     PostgreSQL
  273.         psycopg2 - the most popular PostgreSQL adapter for Python.
  274.         queries - a wrapper of the psycopg2 library for interacting with PostgreSQL.
  275.         txpostgres - Twisted based asynchronous driver for PostgreSQL.
  276.     Other Relational Databases
  277.         apsw - another Python SQLite wrapper.
  278.         dataset - store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.
  279.         pymssql - a simple database interface to Microsoft SQL Server.
  280.     NoSQL Databases
  281.         cassandra-python-driver - python driver for Cassandra.
  282.         HappyBase - a developer-friendly library for Apache HBase.
  283.         Plyvel - a fast and feature-rich Python interface to LevelDB.
  284.         py2neo - python wrapper client for Neo4j's restful interface.
  285.         pycassa - python Thrift driver for Cassandra.
  286.         PyMongo - the official Python client for MongoDB.
  287.         redis-py - the Redis Python Client.
  288.         telephus - Twisted based client for Cassandra.
  289.         txRedis - Twisted based client for Redis.
  290.  
  291. Date and Time
  292.  
  293. Libraries for working with dates and times.
  294.  
  295.     arrow - better dates & times for Python.
  296.     Chronyk - a Python 3 library for parsing human-written times and dates.
  297.     dateutil - extensions to the standard Python datetime module.
  298.     delorean - a library for clearing up the inconvenient truths that arise dealing with datetimes.
  299.     moment - a Python library for dealing with dates/times. Inspired by Moment.js.
  300.     Pendulum - python datetimes made easy.
  301.     PyTime - a easy-use Python module which aims to operate date/time/datetime by string.
  302.     pytz - world timezone definitions, modern and historical. Brings the tz database into Python.
  303.     when.py - providing user-friendly functions to help perform common date and time actions.
  304.  
  305. Debugging Tools
  306.  
  307. Libraries for debugging code.
  308.  
  309.     pdb-like Debugger
  310.         ipdb - IPython-enabled pdb.
  311.         pdb++ - another drop-in replacement for pdb.
  312.         pudb - a full-screen, console-based Python debugger.
  313.         remote-pdb - remote vanilla PDB (over TCP sockets).
  314.         wdb - an improbable web debugger through WebSockets.
  315.     Profiler
  316.         line_profiler - line-by-line profiling.
  317.         memory_profiler - monitor Memory usage of Python code.
  318.         profiling - an interactive Python profiler.
  319.         vprof - Visual Python profiler.
  320.         blockly/blockpy - uses visual blocks that link together to make writing code easier
  321.     Others
  322.         django-debug-toolbar - display various debug information for Django.
  323.         django-devserver - a drop-in replacement for Django's runserver.
  324.         flask-debugtoolbar - a port of the django-debug-toolbar to flask.
  325.         hunter - a flexible code tracing toolkit.
  326.         lptrace - strace for Python programs.
  327.         manhole - debug service that will accept unix domain socket connections and present the stacktraces for all threads and an interactive prompt.
  328.         pyelftools - parsing and analyzing ELF files and DWARF debugging information.
  329.         pyringe - debugger capable of attaching to and injecting code into Python processes.
  330.  
  331. Deep Learning
  332.  
  333. Frameworks for Neural Networks and Deep Learning. See: awesome-deep-learning.
  334.  
  335.     Caffe - a fast open framework for deep learning..
  336.     Keras - a high-level neural networks library and capable of running on top of either TensorFlow or Theano.
  337.     MXNet - a deep learning framework designed for both efficiency and flexibility.
  338.     Neupy - running and testing different Artificial Neural Networks algorithms.
  339.     Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration.
  340.     TensorFlow - the most popular Deep Learning framework created by Google.
  341.     Theano - a library for fast numerical computation.
  342.  
  343. DevOps Tools
  344.  
  345. Software and libraries for DevOps.
  346.  
  347.     Ansible - a radically simple IT automation platform.
  348.     Cloud-Init - a multi-distribution package that handles early initialization of a cloud instance.
  349.     cuisine - Chef-like functionality for Fabric.
  350.     Docker Compose - fast, isolated development environments using Docker.
  351.     Fabric - a simple, Pythonic tool for remote execution and deployment.
  352.     Fabtools - tools for writing awesome Fabric files.
  353.     honcho - a Python clone of Foreman, for managing Procfile-based applications.
  354.     OpenStack - open source software for building private and public clouds.
  355.     pexpect - controlling interactive programs in a pseudo-terminal like GNU expect.
  356.     psutil - a cross-platform process and system utilities module.
  357.     SaltStack - infrastructure automation and management system.
  358.     supervisor - supervisor process control system for UNIX.
  359.  
  360. Distribution
  361.  
  362. Libraries to create packaged executables for release distribution.
  363.  
  364.     dh-virtualenv - build and distribute a virtualenv as a Debian package.
  365.     Nuitka - compile scripts, modules, packages to an executable or extension module.
  366.     py2app - freezes Python scripts (Mac OS X).
  367.     py2exe - freezes Python scripts (Windows).
  368.     PyInstaller - converts Python programs into stand-alone executables (cross-platform).
  369.     pynsist - a tool to build Windows installers, installers bundle Python itself.
  370.  
  371. Documentation
  372.  
  373. Libraries for generating project documentation.
  374.  
  375.     Sphinx - python Documentation generator.
  376.         awesome-sphinxdoc
  377.     MkDocs - markdown friendly documentation generator.
  378.     pdoc - Epydoc replacement to auto generate API documentation for Python libraries.
  379.     Pycco - the literate-programming-style documentation generator.
  380.  
  381. Downloader
  382.  
  383. Libraries for downloading.
  384.  
  385.     s3cmd - a command line tool for managing Amazon S3 and CloudFront.
  386.     s4cmd - Super S3 command line tool, good for higher performance.
  387.     you-get - a YouTube/Youku/Niconico video downloader written in Python 3.
  388.     youtube-dl - a small command-line program to download videos from YouTube.
  389.  
  390. E-commerce
  391.  
  392. Frameworks and libraries for e-commerce and payments.
  393.  
  394.     alipay - unofficial Alipay API for Python.
  395.     Cartridge - a shopping cart app built using the Mezzanine.
  396.     django-oscar - an open-source e-commerce framework for Django.
  397.     django-shop - a Django based shop system.
  398.     merchant - a Django app to accept payments from various payment processors.
  399.     money - money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution.
  400.     python-currencies - display money format and its filthy currencies.
  401.     forex-python - foreign exchange rates, Bitcoin price index and currency conversion.
  402.     shoop - an open source E-Commerce platform based on Django.
  403.  
  404. Editor Plugins and IDEs
  405.  
  406.     Emacs
  407.         Elpy - Emacs Python Development Environment.
  408.     Sublime Text
  409.         Anaconda - turns your Sublime Text 3 in a full featured Python development IDE.
  410.         SublimeJEDI - a Sublime Text plugin to the awesome auto-complete library Jedi.
  411.     Vim
  412.         Jedi-vim - Vim bindings for the Jedi auto-completion library for Python.
  413.         Python-mode - an all in one plugin for turning Vim into a Python IDE.
  414.         YouCompleteMe - includes Jedi-based completion engine for Python.
  415.     Visual Studio
  416.         PTVS - python Tools for Visual Studio.
  417.     Visual Studio Code
  418.         Python - an extension with rich support for the Python language, with features including linting, IntelliSense, formatting, refactoring, debugging, unit tests, and jupyter support.
  419.         Magic Python - cutting edge Python syntax highlighter for Sublime Text, Atom, and Visual Studio Code. Used by GitHub to highlight your Python code!
  420.     IDE
  421.         LiClipse - free polyglot IDE based on Eclipse. Uses PyDev for Python support.
  422.         PyCharm - commercial Python IDE by JetBrains. Has free community edition available.
  423.         Spyder - open Source Python IDE.
  424.  
  425. Email
  426.  
  427. Libraries for sending and parsing email.
  428.  
  429.     envelopes - mailing for human beings.
  430.     flanker - a email address and Mime parsing library.
  431.     imbox - python IMAP for Humans.
  432.     inbox.py - python SMTP Server for Humans.
  433.     lamson - pythonic SMTP Application Server.
  434.     Marrow Mailer - high-performance extensible mail delivery framework.
  435.     modoboa - a mail hosting and management platform including a modern and simplified Web UI.
  436.     Nylas Sync Engine - providing a RESTful API on top of a powerful email sync platform.
  437.     yagmail - yet another Gmail/SMTP client.
  438.  
  439. Environment Management
  440.  
  441. Libraries for Python version and environment management.
  442.  
  443.     Pipenv - sacred Marriage of Pipfile, Pip, & Virtualenv.
  444.     p - dead simple interactive Python version management.
  445.     pyenv - simple Python version management.
  446.     venv - (Python standard library in Python 3.3+) Creating lightweight virtual environments.
  447.     virtualenv - a tool to create isolated Python environments.
  448.     virtualenvwrapper - a set of extensions to virtualenv.
  449.  
  450. Files
  451.  
  452. Libraries for file manipulation and MIME type detection.
  453.  
  454.     imghdr - (Python standard library) Determine the type of an image.
  455.     mimetypes - (Python standard library) Map filenames to MIME types.
  456.     path.py - a module wrapper for os.path.
  457.     pathlib - (Python standard library in Python 3.4+) An cross-platform, object-oriented path library.
  458.     python-magic - a Python interface to the libmagic file type identification library.
  459.     Unipath - an object-oriented approach to file/directory operations.
  460.     watchdog - API and shell utilities to monitor file system events.
  461.  
  462. Foreign Function Interface
  463.  
  464. Libraries for providing foreign function interface.
  465.  
  466.     cffi - foreign Function Interface for Python calling C code.
  467.     ctypes - (Python standard library) Foreign Function Interface for Python calling C code.
  468.     PyCUDA - a Python wrapper for Nvidia's CUDA API.
  469.     SWIG - simplified Wrapper and Interface Generator.
  470.  
  471. Forms
  472.  
  473. Libraries for working with forms.
  474.  
  475.     Deform - python HTML form generation library influenced by the formish form generation library.
  476.     django-bootstrap3 - Bootstrap 3 integration with Django.
  477.     django-crispy-forms - a Django app which lets you create beautiful forms in a very elegant and DRY way.
  478.     django-remote-forms - a platform independent Django form serializer.
  479.     WTForms - a flexible forms validation and rendering library.
  480.  
  481. Functional Programming
  482.  
  483. Functional Programming with Python.
  484.  
  485.     CyToolz - Cython implementation of Toolz: High performance functional utilities.
  486.     fn.py - functional programming in Python: implementation of missing features to enjoy FP.
  487.     funcy - a fancy and practical functional tools.
  488.     Toolz - a collection of functional utilities for iterators, functions, and dictionaries.
  489.  
  490. GUI
  491.  
  492. Libraries for working with graphical user interface applications.
  493.  
  494.     curses - built-in wrapper for ncurses used to create terminal GUI applications.
  495.     enaml - creating beautiful user-interfaces with Declaratic Syntax like QML.
  496.     Flexx - a pure Python toolkit for creating GUI's, that uses web technology for its rendering.
  497.     kivy - a library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.
  498.     pyglet - a cross-platform windowing and multimedia library for Python.
  499.     PyGObject - python Bindings for GLib/GObject/GIO/GTK+ (GTK+3)
  500.     PyQt - python bindings for the Qt cross-platform application and UI framework, with support for both Qt v4 and Qt v5 frameworks.
  501.     PySide - python bindings for the Qt cross-platform application and UI framework, supporting the Qt v4 framework.
  502.     pywebview - a lightweight cross-platform native wrapper around a webview component that allows to display HTML content in its own native dedicated window
  503.     Tkinter - python's de-facto standard GUI package.
  504.     Toga - a Python native, OS native GUI toolkit.
  505.     urwid - a library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
  506.     wxPython - a blending of the wxWidgets C++ class library with the Python.
  507.  
  508. Game Development
  509.  
  510. Awesome game development libraries.
  511.  
  512.     Cocos2d - a framework for building 2D games, demos, and other graphical/interactive applications. It is based on pyglet.
  513.     Panda3D - 3D game engine developed by Disney and maintained by Carnegie Mellon's Entertainment Technology Center. Written in C++, completely wrapped in Python.
  514.     Pygame - a set of Python modules designed for writing games.
  515.     PyOgre - python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D.
  516.     PyOpenGL - python ctypes bindings for OpenGL and it's related APIs.
  517.     PySDL2 - a ctypes based wrapper for the SDL2 library.
  518.     RenPy - a Visual Novel engine.
  519.  
  520. Geolocation
  521.  
  522. Libraries for geocoding addresses and working with latitudes and longitudes.
  523.  
  524.     django-countries - a Django app that provides country choices for use with forms, flag icons static files, and a country field for models.
  525.     GeoDjango - a world-class geographic web framework.
  526.     GeoIP - python API for MaxMind GeoIP Legacy Database.
  527.     geojson - python bindings and utilities for GeoJSON.
  528.     geopy - python Geocoding Toolbox.
  529.     pygeoip - pure Python GeoIP API.
  530.  
  531. HTML Manipulation
  532.  
  533. Libraries for working with HTML and XML.
  534.  
  535.     BeautifulSoup - providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
  536.     bleach - a whitelist-based HTML sanitization and text linkification library.
  537.     cssutils - a CSS library for Python.
  538.     html5lib - a standards-compliant library for parsing and serializing HTML documents and fragments.
  539.     lxml - a very fast, easy-to-use and versatile library for handling HTML and XML.
  540.     MarkupSafe - implements a XML/HTML/XHTML Markup safe string for Python.
  541.     pyquery - a jQuery-like library for parsing HTML.
  542.     untangle - converts XML documents to Python objects for easy access.
  543.     WeasyPrint - a visual rendering engine for HTML and CSS that can export to PDF.
  544.     xmldataset - simple XML Parsing.
  545.     xmltodict - working with XML feel like you are working with JSON.
  546.  
  547. HTTP
  548.  
  549. Libraries for working with HTTP.
  550.  
  551.     grequests - requests + gevent for asynchronous HTTP requests.
  552.     httplib2 - comprehensive HTTP client library.
  553.     requests - HTTP Requests for Humans.
  554.     treq - python requests like API built on top of Twisted's HTTP client.
  555.     urllib3 - a HTTP library with thread-safe connection pooling, file post support, sanity friendly.
  556.  
  557. Hardware
  558.  
  559. Libraries for programming with hardware.
  560.  
  561.     ino - command line toolkit for working with Arduino.
  562.     Pingo - provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc.
  563.     Pyro - python Robotics.
  564.     PyUserInput - a module for cross-platform control of the mouse and keyboard.
  565.     scapy - a brilliant packet manipulation library.
  566.     wifi - a Python library and command line tool for working with WiFi on Linux.
  567.  
  568. Imagery
  569.  
  570. Libraries for manipulating images.
  571.  
  572.     hmap - image histogram remapping.
  573.     imgSeek - a project for searching a collection of images using visual similarity.
  574.     nude.py - nudity detection.
  575.     pagan - retro identicon (Avatar) generation based on input string and hash.
  576.     pillow - is the friendly PIL fork.
  577.     pyBarcode - create barcodes in Python without needing PIL.
  578.     pygram - Instagram-like image filters.
  579.     python-qrcode - a pure Python QR Code generator.
  580.     Quads - computer art based on quadtrees.
  581.     scikit-image - a Python library for (scientific) image processing.
  582.     thumbor - a smart imaging service. It enables on-demand crop, re-sizing and flipping of images.
  583.     wand - python bindings for MagickWand, C API for ImageMagick.
  584.  
  585. Implementations
  586.  
  587. Implementations of Python.
  588.  
  589.     CLPython - implementation of the Python programming language written in Common Lisp.
  590.     CPython - default, most widely used implementation of the Python programming language written in C. Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains.
  591.     Grumpy - more compiler than interpreter as more powerful CPython2.7 replacement (alpha).
  592.     IronPython - implementation of the Python programming language written in C# targeting the .NET Framework and Mono.
  593.     Jython - implementation of Python programming language written in Java for the Java virtual machine (JVM).
  594.     MicroPython - a lean and efficient Python programming language implementation for microcontrollers and constrained systems
  595.     Numba - python JIT complier to LLVM aimed at scientific Python.
  596.     PeachPy - x86-64 assembler embedded in Python. Can be used as inline assembler for Python or as a stand-alone assembler for Windows, Linux, OS X, Native Client and Go.
  597.     Pyjion - a JIT for Python based upon CoreCLR.
  598.     PyPy - implementation of the Python programming language written in RPython and translated into C. PyPy focuses on speed, efficiency and compatibility with the original CPython interpreter. The interpreter uses black magic to make Python very fast without having to add in additional type information.
  599.     PySec - hardened version of python that makes it easier for security professionals and developers to write applications more resilient to attacks and manipulations.
  600.     Pyston - a Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance.
  601.     Stackless Python - an enhanced version of the Python programming language which allows programmers to reap the benefits of thread-based programming without the performance and complexity problems associated with conventional threads.
  602.  
  603. Interactive Interpreter
  604.  
  605. Interactive Python interpreters (REPL).
  606.  
  607.     bpython - a fancy interface to the Python interpreter.
  608.     Jupyter Notebook (IPython) - a rich toolkit to help you make the most out of using Python interactively.
  609.     ptpython - advanced Python REPL built on top of the python-prompt-toolkit.
  610.  
  611. Internationalization
  612.  
  613. Libraries for working with i18n.
  614.  
  615.     Babel - an internationalization library for Python.
  616.     PyICU - a wrapper of International Components for Unicode C++ library (ICU).
  617.  
  618. Job Scheduler
  619.  
  620. Libraries for scheduling jobs.
  621.  
  622.     APScheduler - a light but powerful in-process task scheduler that lets you schedule functions.
  623.     django-schedule - a calendaring app for Django.
  624.     doit - a task runner and build tool.
  625.     gunnery - multipurpose task execution tool for distributed systems with web-based interface.
  626.     Joblib - a set of tools to provide lightweight pipelining in Python.
  627.     Plan - writing crontab file in Python like a charm.
  628.     schedule - python job scheduling for humans.
  629.     Spiff - a powerful workflow engine implemented in pure Python.
  630.     TaskFlow - a Python library that helps to make task execution easy, consistent and reliable.
  631.  
  632. Logging
  633.  
  634. Libraries for generating and working with logs.
  635.  
  636.     Eliot - logging for complex & distributed systems.
  637.     logbook - logging replacement for Python.
  638.     logging - (Python standard library) Logging facility for Python.
  639.     Sentry - a realtime logging and aggregation server.
  640.  
  641. Machine Learning
  642.  
  643. Libraries for Machine Learning. See: awesome-machine-learning.
  644.  
  645.     gensim - topic Modelling for Humans.
  646.     Metrics - machine learning evaluation metrics.
  647.     NuPIC - Numenta Platform for Intelligent Computing.
  648.     scikit-learn - the most popular Python library for Machine Learning.
  649.     Spark ML - Apache Spark's scalable Machine Learning library.
  650.     vowpal_porpoise - a lightweight Python wrapper for Vowpal Wabbit.
  651.     xgboost - a scalable, portable, and distributed gradient boosting library.
  652.  
  653. MapReduce
  654.  
  655. Frameworks and libraries for MapReduce.
  656.  
  657.     dpark - python clone of Spark, a MapReduce alike framework in Python.
  658.     dumbo - python module that allows one to easily write and run Hadoop programs.
  659.     luigi - a module that helps you build complex pipelines of batch jobs.
  660.     mrjob - run MapReduce jobs on Hadoop or Amazon Web Services.
  661.     PySpark - the Spark Python API.
  662.     streamparse - run Python code against real-time streams of data. Integrates with Apache Storm.
  663.  
  664. Microsoft Windows
  665.  
  666. Python programming on Microsoft Windows.
  667.  
  668.     Python(x,y) - scientific-applications-oriented Python Distribution based on Qt and Spyder.
  669.     pythonlibs - unofficial Windows binaries for Python extension packages.
  670.     PythonNet - python Integration with the .NET Common Language Runtime (CLR).
  671.     PyWin32 - python Extensions for Windows.
  672.     WinPython - portable development environment for Windows 7/8.
  673.  
  674. Miscellaneous
  675.  
  676. Useful libraries or tools that don't fit in the categories above.
  677.  
  678.     blinker - a fast Python in-process signal/event dispatching system.
  679.     itsdangerous - various helpers to pass trusted data to untrusted environments.
  680.     pluginbase - a simple but flexible plugin system for Python.
  681.     Pychievements - a framework for creating and tracking achievements.
  682.     Tryton - a general purpose business framework.
  683.  
  684. Natural Language Processing
  685.  
  686. Libraries for working with human languages.
  687.  
  688.     Jieba - Chinese text segmentation.
  689.     langid.py - stand-alone language identification system.
  690.     NLTK - a leading platform for building Python programs to work with human language data.
  691.     Pattern - a web mining module for the Python.
  692.     SnowNLP - a library for processing Chinese text.
  693.     spaCy - a library for industrial-strength natural language processing in Python and Cython.
  694.     TextBlob - providing a consistent API for diving into common NLP tasks.
  695.     TextGrocery - a simple, efficient short-text classification tool based on LibLinear and Jieba.
  696.  
  697. Network Virtualization
  698.  
  699. Tools and libraries for Virtual Networking and SDN (Software Defined Networking).
  700.  
  701.     Mininet - a popular network emulator and API written in Python.
  702.     POX - an open source development platform for Python-based Software Defined Networking (SDN) control applications, such as OpenFlow SDN controllers.
  703.     Pyretic - a member of the Frenetic family of SDN programming languages that provides powerful abstractions over network switches or emulators.
  704.     SDX Platform - SDN based IXP implementation that leverages Mininet, POX and Pyretic.
  705.  
  706. Networking
  707.  
  708. Libraries for networking programming.
  709.  
  710.     asyncio - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
  711.     diesel - Greenlet-based event I/O Framework for Python.
  712.     pulsar - event-driven concurrent framework for Python.
  713.     pyzmq - a Python wrapper for the ZeroMQ message library.
  714.     Twisted - an event-driven networking engine.
  715.     txZMQ - Twisted based wrapper for the ZeroMQ message library.
  716.  
  717. News Feed
  718.  
  719. Libraries for building user's activities.
  720.  
  721.     django-activity-stream - generating generic activity streams from the actions on your site.
  722.     Stream-Framework - building newsfeed and notification systems using Cassandra and Redis.
  723.  
  724. ORM
  725.  
  726. Libraries that implement Object-Relational Mapping or data mapping techniques.
  727.  
  728.     Relational Databases
  729.         Django Models - a part of Django.
  730.         SQLAlchemy - the Python SQL Toolkit and Object Relational Mapper.
  731.             awesome-sqlalchemy
  732.         Orator - provides a simple yet beautiful ActiveRecord implementation.
  733.         Peewee - a small, expressive ORM.
  734.         PonyORM - ORM that provides a generator-oriented interface to SQL.
  735.         pyDAL - a pure Python Database Abstraction Layer.
  736.         python-sql - write SQL queries pythonically.
  737.     NoSQL Databases
  738.         django-mongodb-engine - Django MongoDB Backend.
  739.         flywheel - object mapper for Amazon DynamoDB.
  740.         hot-redis - rich Python data types for Redis.
  741.         MongoEngine - a Python Object-Document-Mapper for working with MongoDB.
  742.         PynamoDB - a Pythonic interface for Amazon DynamoDB.
  743.         redisco - a Python Library for Simple Models and Containers Persisted in Redis.
  744.     Others
  745.         butterdb - a Python ORM for Google Drive Spreadsheets.
  746.         dataset - a JSON-based database.
  747.  
  748. Package Management
  749.  
  750. Libraries for package and dependency management.
  751.  
  752.     pip - the Python package and dependency manager.
  753.         Python Package Index
  754.     conda - cross-platform, Python-agnostic binary package manager.
  755.     Curdling - a command line tool for managing Python packages.
  756.     pip-tools - a set of tools to keep your pinned Python dependencies fresh.
  757.     wheel - the new standard of Python distribution and are intended to replace eggs.
  758.  
  759. Package Repositories
  760.  
  761. Local PyPI repository server and proxies.
  762.  
  763.     warehouse - next generation Python Package Repository (PyPI).
  764.         Warehouse
  765.     bandersnatch - pyPI mirroring tool provided by Python Packaging Authority (PyPA).
  766.     devpi - pyPI server and packaging/testing/release tool.
  767.     localshop - local PyPI server (custom packages and auto-mirroring of pypi).
  768.  
  769. Permissions
  770.  
  771. Libraries that allow or deny users access to data or functionality.
  772.  
  773.     Carteblanche - module to align code with thoughts of users and designers. Also magically handles navigation and permissions.
  774.     django-guardian - implementation of per object permissions for Django 1.2+
  775.     django-rules - a tiny but powerful app providing object-level permissions to Django, without requiring a database.
  776.  
  777. Processes
  778.  
  779. Libraries for starting and communicating with OS processes.
  780.  
  781.     envoy - python subprocess for Humans.
  782.     sarge - yet another wrapper for subprocess.
  783.     sh - a full-fledged subprocess replacement for Python.
  784.  
  785. Queue
  786.  
  787. Libraries for working with event and task queues.
  788.  
  789.     celery - an asynchronous task queue/job queue based on distributed message passing.
  790.     huey - little multi-threaded task queue.
  791.     mrq - Mr. Queue - a distributed worker task queue in Python using Redis & gevent.
  792.     rq - simple job queues for Python.
  793.     simpleq - a simple, infinitely scalable, Amazon SQS based queue.
  794.  
  795. Recommender Systems
  796.  
  797. Libraries for building recommender systems
  798.  
  799.     annoy - approximate Nearest Neighbors in C++/Python optimized for memory usage.
  800.     fastFM - a library for Factorization Machines.
  801.     implicit - a fast Python implementation of collaborative filtering for implicit datasets.
  802.     LightFM - a Python implementation of a number of popular recommendation algorithms.
  803.     surprise - a scikit for building and analyzing recommender systems.
  804.  
  805. RESTful API
  806.  
  807. Libraries for developing RESTful APIs.
  808.  
  809.     Django
  810.         django-rest-framework - a powerful and flexible toolkit to build web APIs.
  811.         django-tastypie - creating delicious APIs for Django apps.
  812.     Flask
  813.         eve - REST API framework powered by Flask, MongoDB and good intentions.
  814.         flask-api-utils - taking care of API representation and authentication for Flask.
  815.         flask-api - browsable Web APIs for Flask.
  816.         flask-restful - quickly building REST APIs for Flask.
  817.         flask-restless - generating RESTful APIs for database models defined with SQLAlchemy.
  818.     Pyramid
  819.         cornice - a RESTful framework for Pyramid.
  820.     Framework agnostic
  821.         falcon - a high-performance framework for building cloud APIs and web app backends.
  822.         hug - a Python3 framework for cleanly exposing APIs over HTTP and the Command Line with automatic documentation and validation.
  823.         restless - framework agnostic REST framework based on lessons learned from Tastypie.
  824.         ripozo - quickly creating REST/HATEOAS/Hypermedia APIs.
  825.         sandman - automated REST APIs for existing database-driven systems.
  826.  
  827. RPC Servers
  828.  
  829. RPC-compatible servers.
  830.  
  831.     SimpleJSONRPCServer - this library is an implementation of the JSON-RPC specification.
  832.     SimpleXMLRPCServer - (Python standard library) Simple XML-RPC server implementation, single-threaded.
  833.     zeroRPC - a flexible RPC implementation based on ZeroMQ and MessagePack.
  834.  
  835. Science
  836.  
  837. Libraries for scientific computing.
  838.  
  839.     astropy - a community Python library for Astronomy.
  840.     bcbio-nextgen - providing best-practice pipelines for fully automated high throughput sequencing analysis.
  841.     bccb - collection of useful code related to biological analysis.
  842.     Biopython - a set of freely available tools for biological computation.
  843.     cclib - a library for parsing and interpreting the results of computational chemistry packages.
  844.     NetworkX - a high-productivity software for complex networks.
  845.     NIPY - a collection of neuroimaging toolkits.
  846.     NumPy - a fundamental package for scientific computing with Python.
  847.     Open Babel - a chemical toolbox designed to speak the many languages of chemical data.
  848.     ObsPy - a Python toolbox for seismology.
  849.     PyDy - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.
  850.     PyMC - Markov Chain Monte Carlo sampling toolkit.
  851.     RDKit - Cheminformatics and Machine Learning Software.
  852.     SciPy - a Python-based ecosystem of open-source software for mathematics, science, and engineering.
  853.     statsmodels - statistical modeling and econometrics in Python.
  854.     SymPy - a Python library for symbolic mathematics.
  855.     Zipline - a Pythonic algorithmic trading library.
  856.     SimPy - a process-based discrete-event simulation framework.
  857.  
  858. Search
  859.  
  860. Libraries and software for indexing and performing search queries on data.
  861.  
  862.     django-haystack - modular search for Django.
  863.     elasticsearch-dsl-py - the official high-level Python client for Elasticsearch.
  864.     elasticsearch-py - the official low-level Python client for Elasticsearch.
  865.     esengine - ElasticSearch ODM (Object Document Mapper) for Python.
  866.     pysolr - a lightweight Python wrapper for Apache Solr (incl. SolrCloud awareness).
  867.     solrpy - a Python client for solr.
  868.     Whoosh - a fast, pure Python search engine library.
  869.  
  870. Serialization
  871.  
  872. Libraries for serializing complex data types
  873.  
  874.     marshmallow - an ORM/ODM/framework-agnostic library for converting complex datatypes, such as objects, to and from native Python datatypes.
  875.  
  876. Serverless Frameworks
  877.  
  878. Frameworks for developing serverless Python code.
  879.  
  880.     apex - build, deploy, and manage AWS Lambda functions with ease.
  881.     python-lambda - a toolkit for developing and deploying Python code in AWS Lambda.
  882.     Zappa - a tool for deploying WSGI applications on AWS Lambda and API Gateway.
  883.  
  884. Specific Formats Processing
  885.  
  886. Libraries for parsing and manipulating specific text formats.
  887.  
  888.     General
  889.         tablib - a module for Tabular Datasets in XLS, CSV, JSON, YAML.
  890.     Office
  891.         Marmir - takes Python data structures and turns them into spreadsheets.
  892.         openpyxl - a library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
  893.         pyexcel - providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.
  894.         python-docx - reads, queries and modifies Microsoft Word 2007/2008 docx files.
  895.         relatorio - templating OpenDocument files.
  896.         unoconv - convert between any document format supported by LibreOffice/OpenOffice.
  897.         XlsxWriter - a Python module for creating Excel .xlsx files.
  898.         xlwings - a BSD-licensed library that makes it easy to call Python from Excel and vice versa.
  899.         xlwt / xlrd - writing and reading data and formatting information from Excel files.
  900.     PDF
  901.         PDFMiner - a tool for extracting information from PDF documents.
  902.         PyPDF2 - a library capable of splitting, merging and transforming PDF pages.
  903.         ReportLab - allowing Rapid creation of rich PDF documents.
  904.     Markdown
  905.         Mistune - fastest and full featured pure Python parsers of Markdown.
  906.         Python-Markdown - a Python implementation of John Gruber's Markdown.
  907.     YAML
  908.         PyYAML - YAML implementations for Python.
  909.     CSV
  910.         csvkit - utilities for converting to and working with CSV.
  911.     Archive
  912.         unp - a command line tool that can unpack archives easily.
  913.  
  914. Static Site Generator
  915.  
  916. Static site generator is a software that takes some text + templates as input and produces HTML files on the output.
  917.  
  918.     Cactus - static site generator for designers.
  919.     Hyde - Jinja2-based static web site generator.
  920.     Lektor - an easy to use static CMS and blog engine.
  921.     Nikola - a static website and blog generator.
  922.     Pelican - uses Markdown or ReST for content and Jinja 2 for themes. Supports DVCS, Disqus. AGPL.
  923.     Tinkerer - a blogging engine/.static website generator powered by Sphinx.
  924.  
  925. Tagging
  926.  
  927. Libraries for tagging items.
  928.  
  929.     django-taggit - simple tagging for Django.
  930.  
  931. Template Engine
  932.  
  933. Libraries and tools for templating and lexing.
  934.  
  935.     Genshi - python templating toolkit for generation of web-aware output.
  936.     Jinja2 - a modern and designer friendly templating language.
  937.     Mako - hyperfast and lightweight templating for the Python platform.
  938.  
  939. Testing
  940.  
  941. Libraries for testing codebases and generating test data.
  942.  
  943.     Testing Frameworks
  944.         hypothesis - Hypothesis is an advanced Quickcheck style property based testing library.
  945.         mamba - the definitive testing tool for Python. Born under the banner of BDD.
  946.         nose - a nicer unittest for Python.
  947.         nose2 - the successor to nose, based on unittest2.
  948.         pytest - a mature full-featured Python testing tool.
  949.         Robot Framework - a generic test automation framework.
  950.         unittest - (Python standard library) Unit testing framework.
  951.     Test Runners
  952.         green - a clean, colorful test runner.
  953.         tox - auto builds and tests distributions in multiple Python versions
  954.     GUI / Web Testing
  955.         locust - scalable user load testing tool written in Python.
  956.         PyAutoGUI - a cross-platform GUI automation Python module for human beings.
  957.         Selenium - python bindings for Selenium WebDriver.
  958.         sixpack - a language-agnostic A/B Testing framework.
  959.         splinter - open source tool for testing web applications.
  960.     Mock
  961.         doublex - powerful test doubles framework for Python.
  962.         freezegun - travel through time by mocking the datetime module.
  963.         httmock - a mocking library for requests for Python 2.6+ and 3.2+.
  964.         httpretty - HTTP request mock tool for Python.
  965.         mock - (Python standard library) A mocking and patching library.
  966.         responses - a utility library for mocking out the requests Python library.
  967.         VCR.py - record and replay HTTP interactions on your tests.
  968.     Object Factories
  969.         factory_boy - a test fixtures replacement for Python.
  970.         mixer - another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc.
  971.         model_mommy - creating random fixtures for testing in Django.
  972.     Code Coverage
  973.         coverage - code coverage measurement.
  974.     Fake Data
  975.         church - a Python library that help you generate fake data.
  976.         fake2db - fake database generator.
  977.         faker - a Python package that generates fake data.
  978.         radar - generate random datetime / time.
  979.     Error Handler
  980.         FuckIt.py - uses state-of-the-art technology to make sure your Python code run whether it has any right to or not.
  981.  
  982. Text Processing
  983.  
  984. Libraries for parsing and manipulating plain texts.
  985.  
  986.     General
  987.         chardet - python 2/3 compatible character encoding detector.
  988.         difflib - (Python standard library) Helpers for computing deltas.
  989.         ftfy - makes Unicode text less broken and more consistent automagically.
  990.         fuzzywuzzy - fuzzy String Matching.
  991.         Levenshtein - fast computation of Levenshtein distance and string similarity.
  992.         pangu.py - spacing texts for CJK and alphanumerics.
  993.         pyfiglet - an implementation of figlet written in Python.
  994.         shortuuid - a generator library for concise, unambiguous and URL-safe UUIDs.
  995.         unidecode - ASCII transliterations of Unicode text.
  996.         uniout - print readable chars instead of the escaped string.
  997.         xpinyin - a library to translate Chinese hanzi to pinyin.
  998.     Slugify
  999.         awesome-slugify - a Python slugify library that can preserve unicode.
  1000.         python-slugify - a Python slugify library that translates unicode to ASCII.
  1001.         unicode-slugify - a slugifier that generates unicode slugs with Django as a dependency.
  1002.     Parser
  1003.         phonenumbers - parsing, formatting, storing and validating international phone numbers.
  1004.         PLY - implementation of lex and yacc parsing tools for Python
  1005.         Pygments - a generic syntax highlighter.
  1006.         pyparsing - a general purpose framework for generating parsers.
  1007.         python-nameparser - parsing human names into their individual components.
  1008.         python-user-agents - browser user agent parser.
  1009.         sqlparse - a non-validating SQL parser.
  1010.  
  1011. Third-party APIs
  1012.  
  1013. Libraries for accessing third party services APIs. See: List of Python API Wrappers and Libraries.
  1014.  
  1015.     apache-libcloud - one Python library for all clouds.
  1016.     boto3 - python interface to Amazon Web Services.
  1017.     django-wordpress - WordPress models and views for Django.
  1018.     facebook-sdk - Facebook Platform Python SDK.
  1019.     facepy - Facepy makes it really easy to interact with Facebook's Graph API
  1020.     gmail - a Pythonic interface for Gmail.
  1021.     google-api-python-client - Google APIs Client Library for Python.
  1022.     gspread - Google Spreadsheets Python API.
  1023.     twython - a Python wrapper for the Twitter API.
  1024.  
  1025. URL Manipulation
  1026.  
  1027. Libraries for parsing URLs.
  1028.  
  1029.     furl - a small Python library that makes parsing and manipulating URLs easy.
  1030.     purl - a simple, immutable URL class with a clean API for interrogation and manipulation.
  1031.     pyshorteners - a pure Python URL shortening lib.
  1032.     short_url - python implementation for generating Tiny URL and bit.ly-like URLs.
  1033.     webargs - a friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, and Pyramid.
  1034.  
  1035. Video
  1036.  
  1037. Libraries for manipulating video and GIFs.
  1038.  
  1039.     moviepy - a module for script-based movie editing with many formats, including animated GIFs.
  1040.     scikit-video - video processing routines for SciPy.
  1041.  
  1042. WSGI Servers
  1043.  
  1044. WSGI-compatible web servers.
  1045.  
  1046.     bjoern - asynchronous, very fast and written in C.
  1047.     fapws3 - asynchronous (network side only), written in C.
  1048.     gunicorn - pre-forked, partly written in C.
  1049.     meinheld - asynchronous, partly written in C.
  1050.     netius - asynchronous, very fast.
  1051.     paste - multi-threaded, stable, tried and tested.
  1052.     rocket - multi-threaded.
  1053.     uWSGI - a project aims at developing a full stack for building hosting services, written in C.
  1054.     waitress - multi-threaded, powers Pyramid.
  1055.     Werkzeug - a WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.
  1056.  
  1057. Web Content Extracting
  1058.  
  1059. Libraries for extracting web contents.
  1060.  
  1061.     Haul - an Extensible Image Crawler.
  1062.     html2text - convert HTML to Markdown-formatted text.
  1063.     lassie - web Content Retrieval for Humans.
  1064.     micawber - a small library for extracting rich content from URLs.
  1065.     newspaper - news extraction, article extraction and content curation in Python.
  1066.     opengraph - a Python module to parse the Open Graph Protocol
  1067.     python-goose - HTML Content/Article Extractor.
  1068.     python-readability - fast Python port of arc90's readability tool.
  1069.     sanitize - bringing sanity to world of messed-up data.
  1070.     sumy - a module for automatic summarization of text documents and HTML pages.
  1071.     textract - extract text from any document, Word, PowerPoint, PDFs, etc.
  1072.  
  1073. Web Crawling
  1074.  
  1075. Libraries for scraping websites.
  1076.  
  1077.     cola - a distributed crawling framework.
  1078.     Demiurge - pyQuery-based scraping micro-framework.
  1079.     feedparser - universal feed parser.
  1080.     Grab - site scraping framework.
  1081.     MechanicalSoup - a Python library for automating interaction with websites.
  1082.     portia - visual scraping for Scrapy.
  1083.     pyspider - a powerful spider system.
  1084.     RoboBrowser - a simple, Pythonic library for browsing the web without a standalone web browser.
  1085.     Scrapy - a fast high-level screen scraping and web crawling framework.
  1086.  
  1087. Web Frameworks
  1088.  
  1089. Full stack web frameworks.
  1090.  
  1091.     Bottle - a fast, simple and lightweight WSGI micro web-framework.
  1092.     CherryPy - a minimalist Python web framework, HTTP/1.1-compliant and WSGI thread-pooled.
  1093.     Django - the most popular web framework in Python.
  1094.         awesome-django
  1095.     Flask - a microframework for Python.
  1096.         awesome-flask
  1097.     Pyramid - a small, fast, down-to-earth, open source Python web framework.
  1098.         awesome-pyramid
  1099.     Sanic - web server that's written to go fast.
  1100.     Tornado - a Web framework and asynchronous networking library.
  1101.     TurboGears - a microframework that can scale up to a full stack solution.
  1102.     Web2py - full-stack enterprise framework for secure database-driven web-based applications.
  1103.         GitHub Web2py
  1104.  
  1105. WebSocket
  1106.  
  1107. Libraries for working with WebSocket.
  1108.  
  1109.     AutobahnPython - WebSocket & WAMP for Python on Twisted and asyncio.
  1110.     Crossbar - open-source Unified Application Router (Websocket & WAMP for Python on Autobahn).
  1111.     django-socketio - webSockets for Django.
  1112.     WebSocket-for-Python - webSocket client and server library for Python 2 and 3 as well as PyPy.
  1113.  
  1114. Services
  1115.  
  1116. Online tools and APIs to simplify development.
  1117. Continuous Integration
  1118.  
  1119. See: awesome-CIandCD.
  1120.  
  1121.     CircleCI - a CI service that can run very fast parallel testing. (GitHub only)
  1122.     Travis CI - a popular CI service for your open source and private projects. (GitHub only)
  1123.     Vexor CI - a continuous integration tool for private apps with pay-per-minute billing model.
  1124.     Wercker - a Docker-based platform for building and deploying applications and microservices.
  1125.  
  1126. Code Quality
  1127.  
  1128.     Codacy - automated Code Review to ship better code, faster. Free for Open Source.
  1129.     Codecov - code coverage dashboard.
  1130.     Landscape - hosted continuous Python code metrics.
  1131.     QuantifiedCode - a data-driven, automated, continuous code review tool.
  1132.  
  1133. Resources
  1134.  
  1135. Where to discover new Python libraries.
  1136. Podcasts
  1137.  
  1138.     Podcast.init
  1139.     Talk Python To Me
  1140.     Python Bytes
  1141.  
  1142. Twitter
  1143.  
  1144.     @codetengu
  1145.     @getpy
  1146.     @importpython
  1147.     @planetpython
  1148.     @pycoders
  1149.     @pypi
  1150.     @pythontrending
  1151.     @PythonWeekly
  1152.     @TalkPython
  1153.  
  1154. Websites
  1155.  
  1156.     CoolGithubProjects
  1157.     Python
  1158.     Awesome Python @LibHunt
  1159.     Django Packages
  1160.     Full Stack Python
  1161.     PyPI Ranking
  1162.     Python 3 Wall of Superpowers
  1163.     Python Hackers
  1164.     Python ZEEF
  1165.     Trending Python repositories on GitHub today
  1166.  
  1167. Weekly
  1168.  
  1169.     CodeTengu Weekly
  1170.     Import Python Newsletter
  1171.     Pycoder's Weekly
  1172.     Python Weekly
  1173.     Python Bytes
  1174.  
  1175. Other Awesome Lists
  1176.  
  1177.     Monty
  1178.         awesome
  1179.         lists
  1180.     Python
  1181.         pycrumbs
  1182.         python-github-projects
  1183.         python_reference
  1184.         pythonidae
  1185.  
  1186.  
  1187. ??? Perhaps the following needs to be included as being awesome --
  1188.  
  1189. Atom - an open source cross-platform IDE with autocomplete, help and more Python features under package extensions.
  1190. Boa Constructor - a cross-platform IDE for Python development
  1191. EasyEclipse - an open source IDE for Python and other languages
  1192. Eclipse with the Pydev plug-in - supports many other languages as well.
  1193. Eric - an IDE for Python and Ruby
  1194. Geany - IDE for Python development and other languages
  1195. Koding - a free online development environment for many programming languages including Python.
  1196. Komodo - an IDE for Python, Perl, PHP and Ruby
  1197. NetBeans - is written in Java and runs everywhere where a JVM is installed.
  1198. Ninja-IDE - free software, written in Python and Qt, Ninja name stands for Ninja-IDE Is Not Just Another IDE
  1199. PIDA - open source IDE written in Python capable of embedding other text editors, such as Vim
  1200. PyScripter - free and open-source software Python IDE for Windows.
  1201. PythonAnywhere - an online IDE and Web hosting service
  1202. Python Tools for Visual Studio - free and open-source plug-in for Visual Studio.
  1203. Stani's Python Editor (SPE) - a cross-platform IDE for Python development
  1204. Sublime Text - a text editor.
  1205. Webware for Python - a suite of programming tools for constructing web-based applications in Python
  1206. Wing IDE - cross-platform proprietary with some free versions/licenses IDE for Python
  1207. Enthought - Enthought Canopy Python with Python package manager
  1208. A-A-P - a tool used to download, build and install software via Makefile-like "recipes"
  1209. Anki - a spaced repetition flashcard program
  1210. Bazaar - a free distributed revision computer control system
  1211. BitTorrent - original client, along with several derivatives
  1212. Blender - 3D art and animation program with a game engine. Allows for Python scripting in the game engine and in modelling and animation.
  1213. Buildbot - a continuous integration system
  1214. Buildout - a software build tool, primarily used to download and set up development or deployment software dependencies
  1215. Calibre - an open source e-book management tool
  1216. Chandler - a personal information manager including calendar, email, tasks and notes support that is not currently under development
  1217. Cinema 4D - a 3D art and animation program for creating intros and 3-Dimensional text. Has a built in Python scripting console and engine.
  1218. Conch - implementation of the Secure Shell (SSH) protocol with Twisted
  1219. Deluge - a BitTorrent client for GNOME
  1220. Dropbox - a web-based file hosting service
  1221. emesene - a MSN/WLM substitute
  1222. Exaile - an open source audio player
  1223. Free Python Games - collection of free Python games for education and fun
  1224. Gajim - an instant messaging client for the XMPP protocol
  1225. GlobaLeaks - an open-source whistleblowing framework
  1226. Gramps - an open source genealogy software
  1227. Gunicorn - a pre-fork web server for WSGI applications
  1228. Gwibber - a microblogging client
  1229. GYP (Generate Your Projects) - a build automation tool (similar to CMake and Premake) designed to generate native IDE project files (e.g., Visual Studio, Xcode, etc.) from a single configuration
  1230. Image Packaging System (IPS) - an advanced, cross-platform package management system primarily used in Solaris and OpenSolaris/illumos derivatives
  1231. Juice - a popular podcast downloader
  1232. Mercurial - a cross-platform, distributed source management tool
  1233. Miro - a cross-platform internet television application
  1234. Morpheus - file-sharing client/server software operated by the company StreamCast
  1235. MusicBrainz Picard - a cross-platform MusicBrainz tag editor
  1236. Nicotine - a PyGTK Soulseek client
  1237. OpenLP - lyrics projection software
  1238. OpenShot - video editor
  1239. Pip - a package manager used to install and manage Python software packages such as those from the Python Package Index (PyPI) software repository
  1240. PiTiVi - a non-linear video editor
  1241. Portage - the heart of Gentoo Linux, an advanced package management system based on the BSD-style ports system
  1242. PyGopherd - a modern Gopher web server that also supports HTTP and WAP
  1243. Quake Army Knife - an environment for developing 3D maps for games based on the Quake engine
  1244. Quod Libet - a cross-platform free and open source music player, tag editor and library organizer
  1245. Resolver One - a spreadsheet
  1246. SageMath - a combination of more than 20 main opensource math packages and provides easy to use web interface with the help of Python
  1247. Salt - a configuration management and remote execution engine
  1248. Shinken - a computer system and network monitoring software application compatible with Nagios
  1249. Ubuntu Software Center - a graphical package manager, was installed by default in Ubuntu 9.10, and stopped being included in Ubuntu releases starting with the Ubuntu 16.04 release.
  1250. Wicd - a network manager for Linux
  1251. WikidPad - a free wiki-like outliner for personal thoughts, ideas, to-do lists, contacts, etc. with wiki-like linking between pages.
  1252. YUM - a package management utility for RPM-compatible Linux operating systems
  1253. Waf - a build automation tool designed to assist in the automatic compilation and installation of computer software
  1254. Xpra - a tool which runs X clients, typically on a remote host, and directs their display to the local machine without losing any state
  1255. Allura - an ASF software forge for managing source code repositories, bug reports, discussions, wiki pages, blogs and more for multiple projects
  1256. Bloodhound - an ASF project management and bug tracking system
  1257. ERP5 - a powerful open source ERP / CRM used in Aerospace, Apparel, Banking and for e-government
  1258. ERPNext - an open source ERP / CRM
  1259. Kallithea - a source code management system
  1260. Mailman - one of the more popular packages for running email mailing lists
  1261. MakeHuman - free software for creating realistic 3D humans.
  1262. MoinMoin - a wiki engine
  1263. OpenERP - new name Odoo, an open source comprehensive suite of business applications
  1264. Planet - a feed aggregator
  1265. Roundup - a bug tracking system
  1266. Tor2web - an HTTP proxy for Tor Hidden Services (HS)
  1267. Trac - web-based bug/issue tracking database, wiki, and version control front-end
  1268. Turntable.fm - a discontinued social media site for interactively sharing music [citation needed]
  1269. ViewVC - a web-based interface for browsing CVS and SVN repositories
  1270. BlueBream - a rewrite by the Zope developers of the Zope 2 web application server
  1271. Google App Engine - a platform for developing and hosting web applications in Google-managed data centers, including Python.
  1272. Grok - a web framework based on Zope Toolkit technology
  1273. Nagare - a web framework for developing web applications in Stackless Python
  1274. Nevow - a web application framework originally developed by the company Divmod
  1275. Pylons - a lightweight web framework emphasizing flexibility and rapid development
  1276. Python Paste - set of utilities for web development that has been described as "a framework for web frameworks"
  1277. Quixote - a framework for developing Web applications in Python
  1278. RapidSMS - a web framework which extends the logic and capabilities of Django to communicate with SMS messages
  1279. Spyce - a technology to embed Python code into webpages
  1280. TACTIC - a web-based smart process application and digital asset management system
  1281. web2py - a full-stack enterprise web application framework, following the MVC design
  1282. Zope 2 - an application server, commonly used to build content management systems
  1283. Python Imaging Library - a module for working with images
  1284. Python-Ogre - a Python Language binding for the OGRE 3D engine
  1285. Soya3D - a high-level 3D game engine for Python
  1286. appJar - cross-platform, open source GUI library for Python. Provides easy wrapper functions around most of Tkinter with extra functionality built in.
  1287. Kivy - open source Python library for developing multitouch application software with a natural user interface (NUI).
  1288. PyGTK - a popular cross-platform GUI library based on GTK+; furthermore, other GNOME libraries also have bindings for Python
  1289. Astropy - a library of Python tools for astronomy and astrophysics.
  1290. graph-tool - a Python module for manipulation and statistical analysis of graphs.
  1291. TomoPy - a package for tomographic data processing and image reconstruction
  1292. Veusz - a scientific plotting package
  1293. VisTrails - a scientific workflow and provenance management software with visual programming interface and integrated visualization (via Matplotlib, VTK).
  1294. Apache Singa - a library for deep learning.
  1295. Mathics - an open-source implementation of the Mathematica programming language
  1296. Plotly - is a scientific plotting library for creating browser-based graphs.
  1297. DataMelt - scientific libraries based on Jython, Java implementation of the Python language.
  1298. ScientificPython - a library with a different set of scientific tools
  1299. Cheetah - a Python-powered template engine and code-generation tool
  1300. Cherry - a non-WYSIWYG templating language developed for CherryPy framework
  1301. Construct - a python library for the declarative construction and deconstruction of data structures
  1302. IPython - a development shell both written in and designed for Python
  1303. Jinja - a Python-powered template engine, inspired by Django's template engine
  1304. Kid - simple template engine for XML-based vocabularies
  1305. Meson build system - a software tool for automating the building (compiling) of software
  1306. mod_python - an Apache module allowing direct integration of Python scripts with the Apache web server
  1307. PyObjC - a Python to Objective-C bridge that allows writing OS X software in Python
  1308. Setuptools - a package development process library designed to facilitate packaging Python projects by enhancing the Python distutils (distribution utilities) standard library.
  1309. SQLObject - an ORM for providing an object interface to a database
  1310. Storm - an ORM from Canonical
  1311. Topsite Templating System - another Python-powered template engine
  1312. VPython - the Python programming language plus a 3D graphics module called Visual
  1313. ArcGIS - a prominent GIS platform, allows extensive modelling using Python
  1314. Autodesk Maya - professional 3D modeler allows Python scripting as an alternative to MEL as of version 8.5
  1315. BioNumerics - a bioinformatics software suite for the management, storage and (statistical) analysis of all types of biological data.
  1316. Boxee - a cross-platform home theater PC software
  1317. EventScripts - plugin for Valve's Source engine
  1318. GNAT - a programming chain tool (Ada language implementation in GNU gcc), as a GNATcoll reusable components for the applications (with or without PyGTK) and as a scripting language for the commands in the GPS programming environment
  1319. Houdini - highly evolved 3D animation package, fully extensible using python
  1320. Inkscape - a free vector graphics editor
  1321. MeVisLab - a medical image processing and visualization software, uses Python for network scripting, macro modules, and application building
  1322. MySQL Workbench - a visual database design tool
  1323. ParaView - an opensource scientific visualization software
  1324. Poser - a 3D rendering and animation computer program that uses for scripting a special dialect of Python, called PoserPython
  1325. PyMOL - a popular molecular viewer that embeds Python for scripting and integration
  1326. 3DSlicer - medical image visualisation and analysis software. Python is available for algorithm implementation, analysis pipelines, and GUI creation.
  1327. Totem - a media player for the GNOME desktop environment
  1328. WeeChat - a console IRC client
  1329. PSF Python - reference distribution that includes only selected standard libraries[8]
  1330. ActivePython - distribution with more than 300 included packages that is optimized to ensure compatibility and performance[9]
  1331. Intel Distribution for Python - high performance distribution with conda and pip package managers[10]
  1332. Brython - python 3 implementation for client-side web programming
  1333. Cython - programming language to simplify writing C and C++ extension modules for the CPython Python runtime.
  1334. Pyjs - a framework (based on GWT concept) for developing client-side Python-based web applications, including a stand-alone Python-to-JavaScript compiler, an Ajax framework and widget toolkit
  1335. PyPy.js - pyPy-based Python JIT targeting asm.js
  1336. Shed Skin - source-to-source compiler from Python to C++
  1337. Skulpt - JavaScript implementation of Python 2 for client-side web programming
  1338. Transcrypt - python 3 to JavaScript compiler allowing source level debugging through sourcemaps
  1339. Parrot - virtual machine being developed mainly as the runtime for Perl 6, but with the intent to also support dynamic languages like Python, Ruby, Tcl, etc.
  1340. Pyrex - python-like Python module development project that has mostly been eclipsed by Cython
  1341. Python for S60 - CPython port to the S60 platform
  1342. Psyco - specialized JIT compiler project that has mostly been eclipsed by PyPy
  1343. Unladen Swallow - performance orientated implementation based on CPython which natively executed its bytecode via an LLVM-based JIT compiler
  1344. blog.reddit - what's new on reddit: on lisp
  1345. Ohloh - open source projects in Python
  1346. pydoc.net - open source package library for Python
  1347.  
  1348. For More... https://wiki.python.org/moin/UsefulModules
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