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Build Tools Build Tools
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Built-in Classes Enhancement
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<a href="#code-analysis-and-linter" title="Code Analysis and Linter" class="md-nav__link"> <a href="#code-analysis" title="Code Analysis" class="md-nav__link">
Code Analysis and Linter Code Analysis
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<li class="md-nav__item"> <li class="md-nav__item">
<a href="#imagery" title="Imagery" class="md-nav__link"> <a href="#image-processing" title="Image Processing" class="md-nav__link">
Imagery Image Processing
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Build Tools Build Tools
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<a href="#built-in-classes-enhancement" title="Built-in Classes Enhancement" class="md-nav__link">
Built-in Classes Enhancement
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<a href="#code-analysis-and-linter" title="Code Analysis and Linter" class="md-nav__link"> <a href="#code-analysis" title="Code Analysis" class="md-nav__link">
Code Analysis and Linter Code Analysis
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<li class="md-nav__item"> <li class="md-nav__item">
<a href="#imagery" title="Imagery" class="md-nav__link"> <a href="#image-processing" title="Image Processing" class="md-nav__link">
Imagery Image Processing
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<li><a href="#audio">Audio</a></li> <li><a href="#audio">Audio</a></li>
<li><a href="#authentication">Authentication</a></li> <li><a href="#authentication">Authentication</a></li>
<li><a href="#build-tools">Build Tools</a></li> <li><a href="#build-tools">Build Tools</a></li>
<li><a href="#built-in-classes-enhancement">Built-in Classes Enhancement</a></li>
<li><a href="#caching">Caching</a></li> <li><a href="#caching">Caching</a></li>
<li><a href="#chatops-tools">ChatOps Tools</a></li> <li><a href="#chatops-tools">ChatOps Tools</a></li>
<li><a href="#cms">CMS</a></li> <li><a href="#cms">CMS</a></li>
<li><a href="#code-analysis-and-linter">Code Analysis and Linter</a></li> <li><a href="#code-analysis">Code Analysis</a></li>
<li><a href="#command-line-tools">Command-line Tools</a></li> <li><a href="#command-line-tools">Command-line Tools</a></li>
<li><a href="#compatibility">Compatibility</a></li> <li><a href="#compatibility">Compatibility</a></li>
<li><a href="#computer-vision">Computer Vision</a></li> <li><a href="#computer-vision">Computer Vision</a></li>
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<li><a href="#hardware">Hardware</a></li> <li><a href="#hardware">Hardware</a></li>
<li><a href="#html-manipulation">HTML Manipulation</a></li> <li><a href="#html-manipulation">HTML Manipulation</a></li>
<li><a href="#http">HTTP</a></li> <li><a href="#http">HTTP</a></li>
<li><a href="#imagery">Imagery</a></li> <li><a href="#image-processing">Image Processing</a></li>
<li><a href="#implementations">Implementations</a></li> <li><a href="#implementations">Implementations</a></li>
<li><a href="#interactive-interpreter">Interactive Interpreter</a></li> <li><a href="#interactive-interpreter">Interactive Interpreter</a></li>
<li><a href="#internationalization">Internationalization</a></li> <li><a href="#internationalization">Internationalization</a></li>
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<li><a href="https://github.com/pybuilder/pybuilder">PyBuilder</a> - A continuous build tool written in pure Python.</li> <li><a href="https://github.com/pybuilder/pybuilder">PyBuilder</a> - A continuous build tool written in pure Python.</li>
<li><a href="http://www.scons.org/">SCons</a> - A software construction tool.</li> <li><a href="http://www.scons.org/">SCons</a> - A software construction tool.</li>
</ul> </ul>
<h2 id="built-in-classes-enhancement">Built-in Classes Enhancement</h2>
<p><em>Libraries for enhancing Python built-in classes.</em></p>
<ul>
<li><a href="https://github.com/python-attrs/attrs">attrs</a> - Replacement for <code>__init__</code>, <code>__eq__</code>, <code>__repr__</code>, etc. boilerplate in class definitions.</li>
<li><a href="https://github.com/jab/bidict">bidict</a> - Efficient, Pythonic bidirectional map data structures and related functionality..</li>
<li><a href="https://github.com/cdgriffith/Box">Box</a> - Python dictionaries with advanced dot notation access.</li>
<li><a href="https://github.com/carlosescri/DottedDict">dotted</a> - A library that provides a method of accessing lists and dicts with a dotted path notation.</li>
</ul>
<h2 id="cms">CMS</h2> <h2 id="cms">CMS</h2>
<p><em>Content Management Systems.</em></p> <p><em>Content Management Systems.</em></p>
<ul> <ul>
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<ul> <ul>
<li><a href="http://errbot.io/en/latest/">Errbot</a> - The easiest and most popular chatbot to implement ChatOps.</li> <li><a href="http://errbot.io/en/latest/">Errbot</a> - The easiest and most popular chatbot to implement ChatOps.</li>
</ul> </ul>
<h2 id="code-analysis-and-linter">Code Analysis and Linter</h2> <h2 id="code-analysis">Code Analysis</h2>
<p><em>Libraries and tools for analysing, parsing and manipulation codebases.</em></p> <p><em>Tools of static analysis, linters and code quality checkers. See: <a href="https://github.com/mre/awesome-static-analysis">awesome-static-analysis</a>.</em></p>
<ul> <ul>
<li>Code Analysis<ul> <li>Code Analysis<ul>
<li><a href="https://pypi.python.org/pypi/flake8">flake8</a> - A wrapper around pycodestyle, pyflakes and McCabe.</li>
<li><a href="http://coala.io/">coala</a> - Language independent and easily extendable code analysis application.</li> <li><a href="http://coala.io/">coala</a> - Language independent and easily extendable code analysis application.</li>
<li><a href="https://github.com/scottrogowski/code2flow">code2flow</a> - Turn your Python and JavaScript code into DOT flowcharts.</li> <li><a href="https://github.com/scottrogowski/code2flow">code2flow</a> - Turn your Python and JavaScript code into DOT flowcharts.</li>
<li><a href="https://github.com/landscapeio/prospector">prospector</a> - A tool to analyse Python code.</li>
<li><a href="https://github.com/gak/pycallgraph">pycallgraph</a> - A library that visualises the flow (call graph) of your Python application.</li> <li><a href="https://github.com/gak/pycallgraph">pycallgraph</a> - A library that visualises the flow (call graph) of your Python application.</li>
<li><a href="https://github.com/klen/pylama">pylama</a> - A code audit tool for Python and JavaScript.</li>
<li><a href="https://www.pylint.org/">pylint</a> - A fully customizable source code analyzer.</li>
</ul> </ul>
</li> </li>
<li>Linter<ul> <li>Static Type Checkers<ul>
<li><a href="https://pypi.python.org/pypi/flake8">Flake8</a> - The modular source code checker: pep8, pyflakes and co.</li>
<li><a href="https://github.com/klen/pylama">pylama</a> - Code audit tool for Python and JavaScript.</li>
<li><a href="https://www.pylint.org/">Pylint</a> - A Fully customizable source code analyzer.</li>
</ul>
</li>
<li>Static Type Checker<ul>
<li><a href="http://mypy-lang.org/">mypy</a> - Check variable types during compile time.</li> <li><a href="http://mypy-lang.org/">mypy</a> - Check variable types during compile time.</li>
</ul> </ul>
</li> </li>
<li>Static Type Annotations Generators<ul>
<li><a href="https://github.com/Instagram/MonkeyType">MonkeyType</a> - A system for Python that generates static type annotations by collecting runtime types</li>
</ul>
</li>
</ul> </ul>
<h2 id="command-line-tools">Command-line Tools</h2> <h2 id="command-line-tools">Command-line Tools</h2>
<p><em>Libraries for building command-line application.</em></p> <p><em>Libraries for building command-line application.</em></p>
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<li><a href="https://pypi.python.org/pypi/colorama">colorama</a> - Cross-platform colored terminal text.</li> <li><a href="https://pypi.python.org/pypi/colorama">colorama</a> - Cross-platform colored terminal text.</li>
<li><a href="http://docopt.org/">docopt</a> - Pythonic command line arguments parser.</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/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 (CLIs) 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> <li><a href="https://github.com/jonathanslenders/python-prompt-toolkit">python-prompt-toolkit</a> - A Library for building powerful interactive command lines.</li>
</ul> </ul>
</li> </li>
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<ul> <ul>
<li><a href="https://github.com/altair-viz/altair">Altair</a> - Declarative statistical visualization library for Python.</li> <li><a href="https://github.com/altair-viz/altair">Altair</a> - Declarative statistical visualization library for Python.</li>
<li><a href="https://github.com/bokeh/bokeh">Bokeh</a> - Interactive Web Plotting for Python.</li> <li><a href="https://github.com/bokeh/bokeh">Bokeh</a> - Interactive Web Plotting for Python.</li>
<li><a href="https://github.com/bloomberg/bqplot">bqplot</a> - Interactive Plotting Library for the Jupyter Notebook</li>
<li><a href="https://github.com/yhat/ggpy">ggplot</a> - Same API as ggplot2 for R.</li> <li><a href="https://github.com/yhat/ggpy">ggplot</a> - Same API as ggplot2 for R.</li>
<li><a href="http://matplotlib.org/">Matplotlib</a> - A Python 2D plotting library.</li> <li><a href="http://matplotlib.org/">Matplotlib</a> - A Python 2D plotting library.</li>
<li><a href="http://www.pygal.org/en/latest/">Pygal</a> - A Python SVG Charts Creator.</li> <li><a href="http://www.pygal.org/en/latest/">Pygal</a> - A Python SVG Charts Creator.</li>
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<h2 id="date-and-time">Date and Time</h2> <h2 id="date-and-time">Date and Time</h2>
<p><em>Libraries for working with dates and times.</em></p> <p><em>Libraries for working with dates and times.</em></p>
<ul> <ul>
<li><a href="https://github.com/crsmithdev/arrow">arrow</a> - Better dates &amp; times for Python.</li>
<li><a href="https://github.com/KoffeinFlummi/Chronyk">Chronyk</a> - A Python 3 library for parsing human-written times and dates.</li> <li><a href="https://github.com/KoffeinFlummi/Chronyk">Chronyk</a> - A Python 3 library for parsing human-written times and dates.</li>
<li><a href="https://github.com/dateutil/dateutil">dateutil</a> - Extensions to the standard Python <a href="https://docs.python.org/2/library/datetime.html">datetime</a> module.</li> <li><a href="https://github.com/dateutil/dateutil">dateutil</a> - Extensions to the standard Python <a href="https://docs.python.org/2/library/datetime.html">datetime</a> module.</li>
<li><a href="https://github.com/myusuf3/delorean/">delorean</a> - A library for clearing up the inconvenient truths that arise dealing with datetimes.</li> <li><a href="https://github.com/myusuf3/delorean/">delorean</a> - A library for clearing up the inconvenient truths that arise dealing with datetimes.</li>
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<li><a href="https://github.com/shinux/PyTime">PyTime</a> - A easy-use Python module which aims to operate date/time/datetime by string.</li> <li><a href="https://github.com/shinux/PyTime">PyTime</a> - A easy-use Python module which aims to operate date/time/datetime by string.</li>
<li><a href="https://launchpad.net/pytz">pytz</a> - World timezone definitions, modern and historical. Brings the <a href="https://en.wikipedia.org/wiki/Tz_database">tz database</a> into Python.</li> <li><a href="https://launchpad.net/pytz">pytz</a> - World timezone definitions, modern and historical. Brings the <a href="https://en.wikipedia.org/wiki/Tz_database">tz database</a> into Python.</li>
<li><a href="https://github.com/dirn/When.py">when.py</a> - Providing user-friendly functions to help perform common date and time actions.</li> <li><a href="https://github.com/dirn/When.py">when.py</a> - Providing user-friendly functions to help perform common date and time actions.</li>
<li><a href="https://github.com/kennethreitz/maya">maya</a> - Datetimes for Humans, Maya is mostly built around the headaches and use-cases around parsing datetime data from websites.</li>
</ul> </ul>
<h2 id="debugging-tools">Debugging Tools</h2> <h2 id="debugging-tools">Debugging Tools</h2>
<p><em>Libraries for debugging code.</em></p> <p><em>Libraries for debugging code.</em></p>
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<li><a href="https://github.com/dmlc/mxnet">MXNet</a> - A deep learning framework designed for both efficiency and flexibility.</li> <li><a href="https://github.com/dmlc/mxnet">MXNet</a> - A deep learning framework designed for both efficiency and flexibility.</li>
<li><a href="http://neupy.com/pages/home.html">Neupy</a> - Running and testing different Artificial Neural Networks algorithms.</li> <li><a href="http://neupy.com/pages/home.html">Neupy</a> - Running and testing different Artificial Neural Networks algorithms.</li>
<li><a href="http://pytorch.org/">Pytorch</a> - Tensors and Dynamic neural networks in Python with strong GPU acceleration.</li> <li><a href="http://pytorch.org/">Pytorch</a> - Tensors and Dynamic neural networks in Python with strong GPU acceleration.</li>
<li><a href="https://github.com/SerpentAI/SerpentAI">Serpent.AI</a> - Game agent framework. Use any video game as a deep learning sandbox.</li>
<li><a href="https://github.com/tensorflow/tensorflow">TensorFlow</a> - The most popular Deep Learning framework created by Google.</li> <li><a href="https://github.com/tensorflow/tensorflow">TensorFlow</a> - The most popular Deep Learning framework created by Google.</li>
<li><a href="https://github.com/Theano/Theano">Theano</a> - A library for fast numerical computation.</li> <li><a href="https://github.com/Theano/Theano">Theano</a> - A library for fast numerical computation.</li>
</ul> </ul>
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<p><em>Libraries for working with graphical user interface applications.</em></p> <p><em>Libraries for working with graphical user interface applications.</em></p>
<ul> <ul>
<li><a href="https://docs.python.org/2/library/curses.html#module-curses">curses</a> - Built-in wrapper for <a href="http://www.gnu.org/software/ncurses/">ncurses</a> used to create terminal GUI applications.</li> <li><a href="https://docs.python.org/2/library/curses.html#module-curses">curses</a> - Built-in wrapper for <a href="http://www.gnu.org/software/ncurses/">ncurses</a> used to create terminal GUI applications.</li>
<li><a href="https://github.com/ChrisKnott/Eel">Eel</a> - Little library for making simple Electron-like offline HTML/JS GUI apps, with full access to Python capabilities and libraries.</li>
<li><a href="https://github.com/nucleic/enaml">enaml</a> - Creating beautiful user-interfaces with Declaratic Syntax like QML.</li> <li><a href="https://github.com/nucleic/enaml">enaml</a> - Creating beautiful user-interfaces with Declaratic Syntax like QML.</li>
<li><a href="https://github.com/zoofIO/flexx">Flexx</a> - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering.</li> <li><a href="https://github.com/zoofIO/flexx">Flexx</a> - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering.</li>
<li><a href="https://kivy.org/">kivy</a> - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.</li> <li><a href="https://kivy.org/">kivy</a> - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.</li>
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<li><a href="https://github.com/secdev/scapy">scapy</a> - A brilliant packet manipulation library.</li> <li><a href="https://github.com/secdev/scapy">scapy</a> - A brilliant packet manipulation library.</li>
<li><a href="https://github.com/rockymeza/wifi">wifi</a> - A Python library and command line tool for working with WiFi on Linux.</li> <li><a href="https://github.com/rockymeza/wifi">wifi</a> - A Python library and command line tool for working with WiFi on Linux.</li>
</ul> </ul>
<h2 id="imagery">Imagery</h2> <h2 id="image-processing">Image Processing</h2>
<p><em>Libraries for manipulating images.</em></p> <p><em>Libraries for manipulating images.</em></p>
<ul> <ul>
<li><a href="https://github.com/rossgoodwin/hmap">hmap</a> - Image histogram remapping.</li> <li><a href="https://github.com/rossgoodwin/hmap">hmap</a> - Image histogram remapping.</li>
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<li><a href="https://github.com/IronLanguages/ironpython3">IronPython</a> - Implementation of the Python programming language written in C# targeting the .NET Framework and Mono.</li> <li><a href="https://github.com/IronLanguages/ironpython3">IronPython</a> - Implementation of the Python programming language written in C# targeting the .NET Framework and Mono.</li>
<li><a href="https://hg.python.org/jython">Jython</a> - Implementation of Python programming language written in Java for the Java virtual machine (JVM).</li> <li><a href="https://hg.python.org/jython">Jython</a> - Implementation of Python programming language written in Java for the Java virtual machine (JVM).</li>
<li><a href="https://github.com/micropython/micropython">MicroPython</a> - MicroPython - a lean and efficient Python programming language implementation for microcontrollers and constrained systems</li> <li><a href="https://github.com/micropython/micropython">MicroPython</a> - MicroPython - a lean and efficient Python programming language implementation for microcontrollers and constrained systems</li>
<li><a href="http://numba.pydata.org/">Numba</a> - Python JIT complier to LLVM aimed at scientific Python.</li> <li><a href="http://numba.pydata.org/">Numba</a> - Python JIT compiler to LLVM aimed at scientific Python.</li>
<li><a href="https://github.com/Maratyszcza/PeachPy">PeachPy</a> - 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.</li> <li><a href="https://github.com/Maratyszcza/PeachPy">PeachPy</a> - 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.</li>
<li><a href="https://github.com/Microsoft/Pyjion">Pyjion</a> - A JIT for Python based upon CoreCLR.</li> <li><a href="https://github.com/Microsoft/Pyjion">Pyjion</a> - A JIT for Python based upon CoreCLR.</li>
<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://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>
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<li><a href="https://github.com/ScatterHQ/eliot">Eliot</a> - Logging for complex &amp; distributed systems.</li> <li><a href="https://github.com/ScatterHQ/eliot">Eliot</a> - Logging for complex &amp; distributed systems.</li>
<li><a href="http://logbook.readthedocs.io/en/stable/">logbook</a> - Logging replacement for Python.</li> <li><a href="http://logbook.readthedocs.io/en/stable/">logbook</a> - Logging replacement for Python.</li>
<li><a href="https://docs.python.org/2/library/logging.html">logging</a> - (Python standard library) Logging facility for Python.</li> <li><a href="https://docs.python.org/2/library/logging.html">logging</a> - (Python standard library) Logging facility for Python.</li>
<li><a href="https://pypi.python.org/pypi/sentry">Sentry</a> - A realtime logging and aggregation server.</li> <li><a href="https://github.com/getsentry/raven-python">raven</a> - Python client for Sentry, a log/error tracking, crash reporting and aggregation platform for web applications.</li>
</ul> </ul>
<h2 id="machine-learning">Machine Learning</h2> <h2 id="machine-learning">Machine Learning</h2>
<p><em>Libraries for Machine Learning. See: <a href="https://github.com/josephmisiti/awesome-machine-learning#python">awesome-machine-learning</a>.</em></p> <p><em>Libraries for Machine Learning. See: <a href="https://github.com/josephmisiti/awesome-machine-learning#python">awesome-machine-learning</a>.</em></p>
<ul> <ul>
<li><a href="https://github.com/dmlc/xgboost">Metrics</a> - Machine learning evaluation metrics.</li> <li><a href="https://github.com/benhamner/Metrics">Metrics</a> - Machine learning evaluation metrics.</li>
<li><a href="https://github.com/numenta/nupic">NuPIC</a> - Numenta Platform for Intelligent Computing.</li> <li><a href="https://github.com/numenta/nupic">NuPIC</a> - Numenta Platform for Intelligent Computing.</li>
<li><a href="http://scikit-learn.org/">scikit-learn</a> - The most popular Python library for Machine Learning.</li> <li><a href="http://scikit-learn.org/">scikit-learn</a> - The most popular Python library for Machine Learning.</li>
<li><a href="http://spark.apache.org/docs/latest/ml-guide.html">Spark ML</a> - <a href="http://spark.apache.org/">Apache Spark</a>'s scalable Machine Learning library.</li> <li><a href="http://spark.apache.org/docs/latest/ml-guide.html">Spark ML</a> - <a href="http://spark.apache.org/">Apache Spark</a>'s scalable Machine Learning library.</li>
@ -2233,7 +2261,6 @@
<h2 id="miscellaneous">Miscellaneous</h2> <h2 id="miscellaneous">Miscellaneous</h2>
<p><em>Useful libraries or tools that don't fit in the categories above.</em></p> <p><em>Useful libraries or tools that don't fit in the categories above.</em></p>
<ul> <ul>
<li><a href="https://github.com/python-attrs/attrs">attrs</a> - Replacement for <code>__init__</code>, <code>__eq__</code>, <code>__repr__</code>, etc. boilerplate in class definitions.</li>
<li><a href="https://github.com/jek/blinker">blinker</a> - A fast Python in-process signal/event dispatching system.</li> <li><a href="https://github.com/jek/blinker">blinker</a> - A fast Python in-process signal/event dispatching system.</li>
<li><a href="https://github.com/pallets/itsdangerous">itsdangerous</a> - Various helpers to pass trusted data to untrusted environments.</li> <li><a href="https://github.com/pallets/itsdangerous">itsdangerous</a> - Various helpers to pass trusted data to untrusted environments.</li>
<li><a href="https://github.com/mitsuhiko/pluginbase">pluginbase</a> - A simple but flexible plugin system for Python.</li> <li><a href="https://github.com/mitsuhiko/pluginbase">pluginbase</a> - A simple but flexible plugin system for Python.</li>
@ -2411,6 +2438,7 @@
<li><a href="https://github.com/chapmanb/bcbb">bccb</a> - Collection of useful code related to biological analysis.</li> <li><a href="https://github.com/chapmanb/bcbb">bccb</a> - Collection of useful code related to biological analysis.</li>
<li><a href="http://biopython.org/wiki/Main_Page">Biopython</a> - Biopython is a set of freely available tools for biological computation.</li> <li><a href="http://biopython.org/wiki/Main_Page">Biopython</a> - Biopython is a set of freely available tools for biological computation.</li>
<li><a href="http://cclib.github.io/">cclib</a> - A library for parsing and interpreting the results of computational chemistry packages.</li> <li><a href="http://cclib.github.io/">cclib</a> - A library for parsing and interpreting the results of computational chemistry packages.</li>
<li><a href="http://colour-science.org/">Colour</a> - A colour science package implementing a comprehensive number of colour theory transformations and algorithms.</li>
<li><a href="https://networkx.github.io/">NetworkX</a> - A high-productivity software for complex networks.</li> <li><a href="https://networkx.github.io/">NetworkX</a> - A high-productivity software for complex networks.</li>
<li><a href="http://nipy.org">NIPY</a> - A collection of neuroimaging toolkits.</li> <li><a href="http://nipy.org">NIPY</a> - A collection of neuroimaging toolkits.</li>
<li><a href="http://www.numpy.org/">NumPy</a> - A fundamental package for scientific computing with Python.</li> <li><a href="http://www.numpy.org/">NumPy</a> - A fundamental package for scientific computing with Python.</li>
@ -2460,6 +2488,7 @@
<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/default/">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/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/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>
<li><a href="http://relatorio.tryton.org/">relatorio</a> - Templating OpenDocument files.</li> <li><a href="http://relatorio.tryton.org/">relatorio</a> - Templating OpenDocument files.</li>
<li><a href="https://github.com/dagwieers/unoconv">unoconv</a> - Convert between any document format supported by LibreOffice/OpenOffice.</li> <li><a href="https://github.com/dagwieers/unoconv">unoconv</a> - Convert between any document format supported by LibreOffice/OpenOffice.</li>
<li><a href="https://xlsxwriter.readthedocs.io">XlsxWriter</a> - A Python module for creating Excel .xlsx files.</li> <li><a href="https://xlsxwriter.readthedocs.io">XlsxWriter</a> - A Python module for creating Excel .xlsx files.</li>
@ -2545,6 +2574,7 @@
<li><a href="https://github.com/patrys/httmock">httmock</a> - A mocking library for requests for Python 2.6+ and 3.2+.</li> <li><a href="https://github.com/patrys/httmock">httmock</a> - A mocking library for requests for Python 2.6+ and 3.2+.</li>
<li><a href="https://github.com/gabrielfalcao/HTTPretty">httpretty</a> - HTTP request mock tool for Python.</li> <li><a href="https://github.com/gabrielfalcao/HTTPretty">httpretty</a> - HTTP request mock tool for Python.</li>
<li><a href="https://docs.python.org/3/library/unittest.mock.html">mock</a> - (Python standard library) A mocking and patching library.</li> <li><a href="https://docs.python.org/3/library/unittest.mock.html">mock</a> - (Python standard library) A mocking and patching library.</li>
<li><a href="https://github.com/mindflayer/python-mocket">Mocket</a> - Socket Mock Framework plus HTTP[S]/asyncio/gevent mocking library with recording/replaying capability.</li>
<li><a href="https://github.com/getsentry/responses">responses</a> - A utility library for mocking out the requests Python library.</li> <li><a href="https://github.com/getsentry/responses">responses</a> - A utility library for mocking out the requests Python library.</li>
<li><a href="https://github.com/kevin1024/vcrpy">VCR.py</a> - Record and replay HTTP interactions on your tests.</li> <li><a href="https://github.com/kevin1024/vcrpy">VCR.py</a> - Record and replay HTTP interactions on your tests.</li>
</ul> </ul>
@ -2599,7 +2629,7 @@
<li><a href="https://github.com/daviddrysdale/python-phonenumbers">phonenumbers</a> - Parsing, formatting, storing and validating international phone numbers.</li> <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://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://pygments.org/">Pygments</a> - A generic syntax highlighter.</li>
<li><a href="https://session.wikispaces.com/1/auth/auth?authToken=04a694af95b643a06fcf5716ded01a5f3">pyparsing</a> - A general purpose framework for generating parsers.</li> <li><a href="http://pyparsing.wikispaces.com/">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/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/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> <li><a href="https://github.com/andialbrecht/sqlparse">sqlparse</a> - A non-validating SQL parser.</li>
@ -2662,6 +2692,7 @@
<li><a href="https://github.com/Alir3z4/python-sanitize">sanitize</a> - Bringing sanity to world of messed-up data.</li> <li><a href="https://github.com/Alir3z4/python-sanitize">sanitize</a> - Bringing sanity to world of messed-up data.</li>
<li><a href="https://github.com/miso-belica/sumy">sumy</a> - A module for automatic summarization of text documents and HTML pages.</li> <li><a href="https://github.com/miso-belica/sumy">sumy</a> - A module for automatic summarization of text documents and HTML pages.</li>
<li><a href="https://github.com/deanmalmgren/textract">textract</a> - Extract text from any document, Word, PowerPoint, PDFs, etc.</li> <li><a href="https://github.com/deanmalmgren/textract">textract</a> - Extract text from any document, Word, PowerPoint, PDFs, etc.</li>
<li><a href="https://github.com/gaojiuli/toapi">toapi</a> - Every web site provides APIs</li>
</ul> </ul>
<h2 id="web-crawling">Web Crawling</h2> <h2 id="web-crawling">Web Crawling</h2>
<p><em>Libraries for scraping websites.</em></p> <p><em>Libraries for scraping websites.</em></p>
@ -2681,6 +2712,10 @@
<ul> <ul>
<li><a href="http://bottlepy.org/docs/dev/index.html">Bottle</a> - A fast, simple and lightweight WSGI micro web-framework.</li> <li><a href="http://bottlepy.org/docs/dev/index.html">Bottle</a> - A fast, simple and lightweight WSGI micro web-framework.</li>
<li><a href="http://cherrypy.org/">CherryPy</a> - A minimalist Python web framework, HTTP/1.1-compliant and WSGI thread-pooled.</li> <li><a href="http://cherrypy.org/">CherryPy</a> - A minimalist Python web framework, HTTP/1.1-compliant and WSGI thread-pooled.</li>
<li><a href="https://plot.ly/products/dash/">Dash</a> - Built on top of Flask, React and Plotly aimed at analytical web applications.<ul>
<li><a href="https://github.com/Acrotrend/awesome-dash">awesome-dash</a></li>
</ul>
</li>
<li><a href="https://www.djangoproject.com/">Django</a> - The most popular web framework in Python.<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/rosarior/awesome-django">awesome-django</a></li>
</ul> </ul>
@ -2695,11 +2730,6 @@
</li> </li>
<li><a href="https://github.com/channelcat/sanic">Sanic</a> - Web server that's written to go fast.</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="http://www.tornadoweb.org/en/latest/">Tornado</a> - A Web framework and asynchronous networking library.</li>
<li><a href="http://www.turbogears.org/">TurboGears</a> - A microframework that can scale up to a full stack solution.</li>
<li><a href="http://www.web2py.com/">Web2py</a> - Full-stack enterprise framework for secure database-driven web-based applications.<ul>
<li><a href="https://github.com/web2py">GitHub Web2py</a></li>
</ul>
</li>
</ul> </ul>
<h2 id="websocket">WebSocket</h2> <h2 id="websocket">WebSocket</h2>
<p><em>Libraries for working with WebSocket.</em></p> <p><em>Libraries for working with WebSocket.</em></p>
@ -2722,18 +2752,21 @@
</ul> </ul>
<h2 id="code-quality">Code Quality</h2> <h2 id="code-quality">Code Quality</h2>
<ul> <ul>
<li><a href="https://www.codacy.com/">Codacy</a> - Automated Code Review to ship better code, faster. Free for Open Source.</li> <li><a href="https://www.codacy.com/">Codacy</a> - Automated Code Review to ship better code, faster.</li>
<li><a href="https://codecov.io/">Codecov</a> - Code coverage dashboard.</li> <li><a href="https://codecov.io/">Codecov</a> - Code coverage dashboard.</li>
<li><a href="https://www.codefactor.io/">CodeFactor</a> - Automated Code Review for Git.</li>
<li><a href="https://landscape.io/">Landscape</a> - Hosted continuous Python code metrics.</li> <li><a href="https://landscape.io/">Landscape</a> - Hosted continuous Python code metrics.</li>
<li><a href="https://www.quantifiedcode.com/">QuantifiedCode</a> - A data-driven, automated, continuous code review tool.</li>
</ul> </ul>
<h1 id="resources">Resources</h1> <h1 id="resources">Resources</h1>
<p>Where to discover new Python libraries.</p> <p>Where to discover new Python libraries.</p>
<h2 id="podcasts">Podcasts</h2> <h2 id="podcasts">Podcasts</h2>
<ul> <ul>
<li><a href="http://frompythonimportpodcast.com/">From Python Import Podcast</a></li>
<li><a href="https://podcastinit.com/">Podcast.init</a></li> <li><a href="https://podcastinit.com/">Podcast.init</a></li>
<li><a href="https://talkpython.fm/">Talk Python To Me</a></li>
<li><a href="https://pythonbytes.fm">Python Bytes</a></li> <li><a href="https://pythonbytes.fm">Python Bytes</a></li>
<li><a href="http://pythontesting.net">Python Testing</a></li>
<li><a href="http://radiofreepython.com/">Radio Free Python</a></li>
<li><a href="https://talkpython.fm/">Talk Python To Me</a></li>
</ul> </ul>
<h2 id="twitter">Twitter</h2> <h2 id="twitter">Twitter</h2>
<ul> <ul>
@ -2763,17 +2796,17 @@
</ul> </ul>
<h2 id="weekly">Weekly</h2> <h2 id="weekly">Weekly</h2>
<ul> <ul>
<li><a href="https://weekly.codetengu.com/">CodeTengu Weekly</a></li> <li><a href="https://weekly.codetengu.com/">CodeTengu Weekly 碼天狗週刊</a></li>
<li><a href="http://importpython.com/newsletter/">Import Python Newsletter</a></li> <li><a href="http://importpython.com/newsletter/">Import Python Newsletter</a></li>
<li><a href="http://pycoders.com/">Pycoder's Weekly</a></li> <li><a href="http://pycoders.com/">Pycoder's Weekly</a></li>
<li><a href="http://www.pythonweekly.com/">Python Weekly</a></li> <li><a href="http://www.pythonweekly.com/">Python Weekly</a></li>
<li><a href="https://pythonbytes.fm">Python Bytes</a></li>
</ul> </ul>
<h1 id="other-awesome-lists">Other Awesome Lists</h1> <h1 id="other-awesome-lists">Other Awesome Lists</h1>
<p>List of lists.</p> <p>List of lists.</p>
<ul> <ul>
<li>Monty<ul> <li>Monty<ul>
<li><a href="https://github.com/sindresorhus/awesome">awesome</a></li> <li><a href="https://github.com/sindresorhus/awesome">awesome</a></li>
<li><a href="https://github.com/lk-geimfari/awesomo">awesomo</a></li>
<li><a href="https://github.com/jnv/lists">lists</a></li> <li><a href="https://github.com/jnv/lists">lists</a></li>
</ul> </ul>
</li> </li>
@ -2782,12 +2815,15 @@
<li><a href="https://github.com/checkcheckzz/python-github-projects">python-github-projects</a></li> <li><a href="https://github.com/checkcheckzz/python-github-projects">python-github-projects</a></li>
<li><a href="https://github.com/rasbt/python_reference">python_reference</a></li> <li><a href="https://github.com/rasbt/python_reference">python_reference</a></li>
<li><a href="https://github.com/svaksha/pythonidae">pythonidae</a></li> <li><a href="https://github.com/svaksha/pythonidae">pythonidae</a></li>
<li><a href="https://www.cybrhome.com/topic/python-podcasts">Python Podcasts</a></li>
</ul> </ul>
</li> </li>
</ul> </ul>
<h1 id="contributing">Contributing</h1> <h1 id="contributing">Contributing</h1>
<p>Your contributions are always welcome! Please take a look at the <a href="https://github.com/vinta/awesome-python/blob/master/CONTRIBUTING.md">contribution guidelines</a> first.</p> <p>Your contributions are always welcome! Please take a look at the <a href="https://github.com/vinta/awesome-python/blob/master/CONTRIBUTING.md">contribution guidelines</a> first.</p>
<p>I will keep some pull requests open if I'm not sure whether those libraries are awesome, you could <a href="https://github.com/vinta/awesome-python/pulls">vote for them</a> by adding :+1: to them. Pull requests will be merged when their votes reach <strong>20</strong>.</p> <p>I will keep some pull requests open if I'm not sure whether those libraries are awesome, you could <a href="https://github.com/vinta/awesome-python/pulls">vote for them</a> by adding :+1: to them. Pull requests will be merged when their votes reach <strong>20</strong>.</p>
<hr />
<p>If you have any question about this opinionated list, do not hesitate to contact me <a href="https://twitter.com/vinta">@vinta</a> on Twitter or open an issue on GitHub.</p>

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<url> <url>
<loc>https://awesome-python.com/</loc> <loc>https://awesome-python.com/</loc>
<lastmod>2017-11-23</lastmod> <lastmod>2018-02-28</lastmod>
<changefreq>daily</changefreq> <changefreq>daily</changefreq>
</url> </url>