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<h1 id="awesome-python">Awesome Python <a href="https://github.com/sindresorhus/awesome"><img alt="Awesome" src="https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg" /></a></h1>
<p>A curated list of awesome Python frameworks, libraries, software and resources.</p>
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<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="#robotics">Robotics</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>
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<li><a href="https://github.com/robinhood/faust">faust</a> - A stream processing library, porting the ideas from <a href="https://kafka.apache.org/documentation/streams/">Kafka Streams</a> to Python.</li>
<li><a href="https://github.com/spotify/luigi">luigi</a> - A module that helps you build complex pipelines of batch jobs.</li>
<li><a href="https://github.com/Yelp/mrjob">mrjob</a> - Run MapReduce jobs on Hadoop or Amazon Web Services.</li>
<li><a href="https://github.com/ray-project/ray/">Ray</a> - A system for parallel and distributed Python that unifies the machine learning ecosystem.</li>
<li><a href="https://github.com/Parsely/streamparse">streamparse</a> - Run Python code against real-time streams of data via <a href="http://storm.apache.org/">Apache Storm</a>.</li>
</ul>
<h2 id="code-analysis">Code Analysis</h2>
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<li><a href="https://github.com/kennethreitz/clint">clint</a> - Python Command-line Application Tools.</li>
<li><a href="http://docopt.org/">docopt</a> - Pythonic command line arguments parser.</li>
<li><a href="https://github.com/chriskiehl/Gooey">Gooey</a> - Turn command line programs into a full GUI application with one line.</li>
<li><a href="https://github.com/google/python-fire">Python-Fire</a> - A library for creating command line interfaces from absolutely any Python object.</li>
<li><a href="https://github.com/google/python-fire">Python Fire</a> - A library for creating command line interfaces from absolutely any Python object.</li>
<li><a href="https://github.com/jonathanslenders/python-prompt-toolkit">python-prompt-toolkit</a> - A library for building powerful interactive command lines.</li>
</ul>
</li>
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<p><em>Libraries for storing and parsing configuration options.</em></p>
<ul>
<li><a href="https://www.red-dove.com/config-doc/">config</a> - Hierarchical config from the author of <a href="https://docs.python.org/3/library/logging.html">logging</a>.</li>
<li><a href="http://www.voidspace.org.uk/python/configobj.html">ConfigObj</a> - INI file parser with validation.</li>
<li><a href="https://github.com/DiffSK/configobj">ConfigObj</a> - INI file parser with validation.</li>
<li><a href="https://docs.python.org/3/library/configparser.html">ConfigParser</a> - (Python standard library) INI file parser.</li>
<li><a href="http://profig.readthedocs.org/en/default/">profig</a> - Config from multiple formats with value conversion.</li>
<li><a href="https://github.com/henriquebastos/python-decouple">python-decouple</a> - Strict separation of settings from code.</li>
@ -1816,7 +1897,6 @@
<h2 id="cryptography">Cryptography</h2>
<ul>
<li><a href="https://cryptography.io/en/latest/">cryptography</a> - A package designed to expose cryptographic primitives and recipes to Python developers.</li>
<li><a href="https://github.com/davidaurelio/hashids-python">hashids</a> - Implementation of <a href="http://hashids.org">hashids</a> in Python.</li>
<li><a href="http://www.paramiko.org/">Paramiko</a> - A Python (2.6+, 3.3+) implementation of the SSHv2 protocol, providing both client and server functionality.</li>
<li><a href="https://passlib.readthedocs.io/en/stable/">Passlib</a> - Secure password storage/hashing library, very high level.</li>
<li><a href="https://github.com/pyca/pynacl">PyNacl</a> - Python binding to the Networking and Cryptography (NaCl) library.</li>
@ -1930,8 +2010,9 @@
<li>Profiler<ul>
<li><a href="https://github.com/rkern/line_profiler">line_profiler</a> - Line-by-line profiling.</li>
<li><a href="https://github.com/fabianp/memory_profiler">memory_profiler</a> - Monitor Memory usage of Python code.</li>
<li><a href="https://github.com/uber/pyflame">Pyflame</a> - Attach this Ptracing Profiler to any processes running Python. Perfect for profiling production webservers.</li>
<li><a href="https://github.com/what-studio/profiling">profiling</a> - An interactive Python profiler.</li>
<li><a href="https://github.com/benfred/py-spy">py-spy</a> - A sampling profiler for Python programs. Written in Rust.</li>
<li><a href="https://github.com/uber/pyflame">Pyflame</a> - A ptracing profiler For Python.</li>
<li><a href="https://github.com/nvdv/vprof">vprof</a> - Visual Python profiler.</li>
</ul>
</li>
@ -2069,7 +2150,6 @@
<p><em>Libraries for Python version and environment management.</em></p>
<ul>
<li><a href="https://github.com/kennethreitz/pipenv">Pipenv</a> - Sacred Marriage of Pipfile, Pip, &amp; Virtualenv.</li>
<li><a href="https://github.com/qw3rtman/p">p</a> - Dead simple interactive Python version management.</li>
<li><a href="https://github.com/pyenv/pyenv">pyenv</a> - Simple Python version management.</li>
<li><a href="https://docs.python.org/3/library/venv.html">venv</a> - (Python standard library in Python 3.3+) Creating lightweight virtual environments.</li>
<li><a href="https://pypi.python.org/pypi/virtualenv">virtualenv</a> - A tool to create isolated Python environments.</li>
@ -2106,6 +2186,7 @@
<h2 id="functional-programming">Functional Programming</h2>
<p><em>Functional Programming with Python.</em></p>
<ul>
<li><a href="http://coconut-lang.org/">Coconut</a> - Coconut is a variant of Python built for simple, elegant, Pythonic functional programming.</li>
<li><a href="https://github.com/pytoolz/cytoolz/">CyToolz</a> - Cython implementation of Toolz: High performance functional utilities.</li>
<li><a href="https://github.com/kachayev/fn.py">fn.py</a> - Functional programming in Python: implementation of missing features to enjoy FP.</li>
<li><a href="https://github.com/Suor/funcy">funcy</a> - A fancy and practical functional tools.</li>
@ -2123,6 +2204,7 @@
<li><a href="https://wiki.gnome.org/Projects/PyGObject">PyGObject</a> - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3).</li>
<li><a href="https://riverbankcomputing.com/software/pyqt/intro">PyQt</a> - Python bindings for the <a href="https://www.qt.io/">Qt</a> cross-platform application and UI framework, with support for both Qt v4 and Qt v5 frameworks.</li>
<li><a href="https://wiki.qt.io/PySide">PySide</a> - Python bindings for the <a href="http://www.qt.io/">Qt</a> cross-platform application and UI framework, supporting the Qt v4 framework.</li>
<li><a href="https://github.com/PySimpleGUI/PySimpleGUI">PySimpleGUI</a> - Wrapper for tkinter, Qt, WxPython and Remi that creates a unified, easy to understand &amp; more Python-like interface for beginner and intermediate level custom GUIs.</li>
<li><a href="https://github.com/r0x0r/pywebview/">pywebview</a> - A lightweight cross-platform native wrapper around a webview component that allows to display HTML content in its own native dedicated window.</li>
<li><a href="https://wiki.python.org/moin/TkInter">Tkinter</a> - Tkinter is Python's de-facto standard GUI package.</li>
<li><a href="https://github.com/pybee/toga">Toga</a> - A Python native, OS native GUI toolkit.</li>
@ -2133,11 +2215,12 @@
<p><em>Awesome game development libraries.</em></p>
<ul>
<li><a href="http://cocos2d.org/">Cocos2d</a> - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications. It is based on pyglet.</li>
<li><a href="http://www.harfang3d.com">Harfang3D</a> - Python framework for 3D, VR and game development. Manage and display complex 3D scenes, with physics, video, sound and music, access VR devices. All written in C++.</li>
<li><a href="https://www.panda3d.org/">Panda3D</a> - 3D game engine developed by Disney and maintained by Carnegie Mellon's Entertainment Technology Center. Written in C++, completely wrapped in Python.</li>
<li><a href="http://www.pygame.org/news.html">Pygame</a> - Pygame is a set of Python modules designed for writing games.</li>
<li><a href="http://www.ogre3d.org/tikiwiki/PyOgre">PyOgre</a> - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D.</li>
<li><a href="http://pyopengl.sourceforge.net/">PyOpenGL</a> - Python ctypes bindings for OpenGL and it's related APIs.</li>
<li><a href="http://pysdl2.readthedocs.io/en/rel_0_9_5/">PySDL2</a> - A ctypes based wrapper for the SDL2 library.</li>
<li><a href="https://pysdl2.readthedocs.io">PySDL2</a> - A ctypes based wrapper for the SDL2 library.</li>
<li><a href="https://www.renpy.org/">RenPy</a> - A Visual Novel engine.</li>
</ul>
<h2 id="geolocation">Geolocation</h2>
@ -2217,7 +2300,7 @@
<li><a href="https://bitbucket.org/pypy/pypy">PyPy</a> - 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.</li>
<li><a href="https://github.com/ebranca/owasp-pysec">PySec</a> - Hardened version of python that makes it easier for security professionals and developers to write applications more resilient to attacks and manipulations.</li>
<li><a href="https://github.com/dropbox/pyston">Pyston</a> - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance.</li>
<li><a href="https://bitbucket.org/stackless-dev/stackless/wiki/Home">Stackless Python</a> - 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.</li>
<li><a href="https://github.com/stackless-dev/stackless/wiki">Stackless Python</a> - 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.</li>
</ul>
<h2 id="interactive-interpreter">Interactive Interpreter</h2>
<p><em>Interactive Python interpreters (REPL).</em></p>
@ -2247,6 +2330,7 @@
<li><a href="https://github.com/dbader/schedule">schedule</a> - Python job scheduling for humans.</li>
<li><a href="https://github.com/knipknap/SpiffWorkflow">Spiff</a> - A powerful workflow engine implemented in pure Python.</li>
<li><a href="https://docs.openstack.org/developer/taskflow/">TaskFlow</a> - A Python library that helps to make task execution easy, consistent and reliable.</li>
<li><a href="https://airflow.apache.org/">Airflow</a> - Airflow is a platform to programmatically author, schedule and monitor workflows.</li>
</ul>
<h2 id="logging">Logging</h2>
<p><em>Libraries for generating and working with logs.</em></p>
@ -2298,6 +2382,7 @@
<li><a href="https://spacy.io/">spaCy</a> - A library for industrial-strength natural language processing in Python and Cython.</li>
<li><a href="https://github.com/sloria/TextBlob">TextBlob</a> - Providing a consistent API for diving into common NLP tasks.</li>
<li><a href="https://github.com/PetrochukM/PyTorch-NLP">PyTorch-NLP</a> - A toolkit enabling rapid deep learning NLP prototyping for research.</li>
<li><a href="https://github.com/stanfordnlp/stanfordnlp">StanfordNLP</a> - The Stanford NLP Group's official Python library, supporting 50+ languages</li>
</ul>
<h2 id="network-virtualization">Network Virtualization</h2>
<p><em>Tools and libraries for Virtual Networking and SDN (Software Defined Networking).</em></p>
@ -2446,6 +2531,12 @@
</ul>
</li>
</ul>
<h2 id="robotics">Robotics</h2>
<p><em>Libraries for robotics.</em></p>
<ul>
<li><a href="https://github.com/AtsushiSakai/PythonRobotics">PythonRobotics</a> - This is a compilation of various robotics algorithms with visualizations.</li>
<li><a href="http://wiki.ros.org/rospy">rospy</a> - This is a library for ROS (Robot Operating System).</li>
</ul>
<h2 id="rpc-servers">RPC Servers</h2>
<p><em>RPC-compatible servers.</em></p>
<ul>
@ -2509,7 +2600,7 @@
</li>
<li>Office<ul>
<li><a href="https://github.com/brianray/mm">Marmir</a> - Takes Python data structures and turns them into spreadsheets.</li>
<li><a href="https://openpyxl.readthedocs.io/en/default/">openpyxl</a> - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.</li>
<li><a href="https://openpyxl.readthedocs.io/en/stable/">openpyxl</a> - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.</li>
<li><a href="https://github.com/pyexcel/pyexcel">pyexcel</a> - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.</li>
<li><a href="https://github.com/python-openxml/python-docx">python-docx</a> - Reads, queries and modifies Microsoft Word 2007/2008 docx files.</li>
<li><a href="https://github.com/scanny/python-pptx">python-pptx</a> - Python library for creating and updating PowerPoint (.pptx) files.</li>
@ -2633,6 +2724,7 @@
<li><a href="https://docs.python.org/3/library/difflib.html">difflib</a> - (Python standard library) Helpers for computing deltas.</li>
<li><a href="https://github.com/LuminosoInsight/python-ftfy">ftfy</a> - Makes Unicode text less broken and more consistent automagically.</li>
<li><a href="https://github.com/seatgeek/fuzzywuzzy">fuzzywuzzy</a> - Fuzzy String Matching.</li>
<li><a href="https://github.com/davidaurelio/hashids-python">hashids</a> - Implementation of <a href="http://hashids.org">hashids</a> in Python.</li>
<li><a href="https://github.com/ztane/python-Levenshtein/">Levenshtein</a> - Fast computation of Levenshtein distance and string similarity.</li>
<li><a href="https://github.com/vinta/pangu.py">pangu.py</a> - Spacing texts for CJK and alphanumerics.</li>
<li><a href="https://github.com/pwaller/pyfiglet">pyfiglet</a> - An implementation of figlet written in Python.</li>
@ -2654,7 +2746,7 @@
<li><a href="https://github.com/daviddrysdale/python-phonenumbers">phonenumbers</a> - Parsing, formatting, storing and validating international phone numbers.</li>
<li><a href="http://www.dabeaz.com/ply/">PLY</a> - Implementation of lex and yacc parsing tools for Python.</li>
<li><a href="http://pygments.org/">Pygments</a> - A generic syntax highlighter.</li>
<li><a href="http://pyparsing.wikispaces.com/">pyparsing</a> - A general purpose framework for generating parsers.</li>
<li><a href="https://github.com/pyparsing/pyparsing">pyparsing</a> - A general purpose framework for generating parsers.</li>
<li><a href="https://github.com/derek73/python-nameparser">python-nameparser</a> - Parsing human names into their individual components.</li>
<li><a href="https://github.com/selwin/python-user-agents">python-user-agents</a> - Browser user agent parser.</li>
<li><a href="https://github.com/andialbrecht/sqlparse">sqlparse</a> - A non-validating SQL parser.</li>
@ -2735,7 +2827,7 @@
<p><em>Full stack web frameworks.</em></p>
<ul>
<li><a href="https://www.djangoproject.com/">Django</a> - The most popular web framework in Python.<ul>
<li><a href="https://github.com/rosarior/awesome-django">awesome-django</a></li>
<li><a href="https://github.com/wsvincent/awesome-django">awesome-django</a></li>
</ul>
</li>
<li><a href="http://flask.pocoo.org/">Flask</a> - A microframework for Python.<ul>
@ -2747,8 +2839,8 @@
</ul>
</li>
<li><a href="https://github.com/channelcat/sanic">Sanic</a> - Web server that's written to go fast.</li>
<li><a href="http://www.tornadoweb.org/en/latest/">Tornado</a> - A Web framework and asynchronous networking library.</li>
<li><a href="https://vibora.io/">Vibora</a> - Fast, efficient and asynchronous Web framework inspired by Flask.</li>
<li><a href="http://www.tornadoweb.org/en/latest/">Tornado</a> - A Web framework and asynchronous networking library.</li>
</ul>
<h2 id="websocket">WebSocket</h2>
<p><em>Libraries for working with WebSocket.</em></p>
@ -2853,6 +2945,8 @@
</article>
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@ -2867,16 +2961,14 @@
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