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<li><a href="https://github.com/django-cache-machine/django-cache-machine">django-cache-machine</a> - Automatic caching and invalidation for Django models.</li>
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<li><a href="https://github.com/django-cache-machine/django-cache-machine">django-cache-machine</a> - Automatic caching and invalidation for Django models.</li>
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<li><a href="https://github.com/Suor/django-cacheops">django-cacheops</a> - A slick ORM cache with automatic granular event-driven invalidation.</li>
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<li><a href="https://github.com/Suor/django-cacheops">django-cacheops</a> - A slick ORM cache with automatic granular event-driven invalidation.</li>
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<li><a href="http://dogpilecache.readthedocs.io/en/latest/">dogpile.cache</a> - dogpile.cache is next generation replacement for Beaker made by same authors.</li>
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<li><a href="http://dogpilecache.readthedocs.io/en/latest/">dogpile.cache</a> - dogpile.cache is next generation replacement for Beaker made by same authors.</li>
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<li><a href="https://pypi.python.org/pypi/HermesCache">HermesCache</a> - Python caching library with tag-based invalidation and dogpile effect prevention.</li>
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<li><a href="https://pypi.org/project/HermesCache/">HermesCache</a> - Python caching library with tag-based invalidation and dogpile effect prevention.</li>
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<li><a href="https://github.com/lericson/pylibmc">pylibmc</a> - A Python wrapper around the <a href="https://libmemcached.org/libMemcached.html">libmemcached</a> interface.</li>
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<li><a href="https://github.com/lericson/pylibmc">pylibmc</a> - A Python wrapper around the <a href="https://libmemcached.org/libMemcached.html">libmemcached</a> interface.</li>
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<li><a href="http://www.grantjenks.com/docs/diskcache/">python-diskcache</a> - SQLite and file backed cache backend with faster lookups than memcached and redis.</li>
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<li><a href="http://www.grantjenks.com/docs/diskcache/">python-diskcache</a> - SQLite and file backed cache backend with faster lookups than memcached and redis.</li>
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</ul>
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</ul>
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</ul>
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</ul>
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</li>
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</li>
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<li>Code Linters<ul>
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<li>Code Linters<ul>
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<li><a href="https://pypi.python.org/pypi/flake8">flake8</a> - A wrapper around <code>pycodestyle</code>, <code>pyflakes</code> and McCabe.</li>
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<li><a href="https://pypi.org/project/flake8/">flake8</a> - A wrapper around <code>pycodestyle</code>, <code>pyflakes</code> and McCabe.</li>
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<li><a href="https://www.pylint.org/">pylint</a> - A fully customizable source code analyzer.</li>
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<li><a href="https://www.pylint.org/">pylint</a> - A fully customizable source code analyzer.</li>
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<li><a href="https://github.com/klen/pylama">pylama</a> - A code audit tool for Python and JavaScript.
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<li><a href="https://github.com/klen/pylama">pylama</a> - A code audit tool for Python and JavaScript.
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Code Formatters</li>
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Code Formatters</li>
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<li>Terminal Rendering<ul>
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<li>Terminal Rendering<ul>
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<li><a href="https://github.com/peterbrittain/asciimatics">asciimatics</a> - A package to create full-screen text UIs (from interactive forms to ASCII animations).</li>
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<li><a href="https://github.com/peterbrittain/asciimatics">asciimatics</a> - A package to create full-screen text UIs (from interactive forms to ASCII animations).</li>
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<li><a href="https://github.com/glamp/bashplotlib">bashplotlib</a> - Making basic plots in the terminal.</li>
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<li><a href="https://github.com/glamp/bashplotlib">bashplotlib</a> - Making basic plots in the terminal.</li>
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<li><a href="https://pypi.python.org/pypi/colorama">colorama</a> - Cross-platform colored terminal text.</li>
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<li><a href="https://pypi.org/project/colorama/">colorama</a> - Cross-platform colored terminal text.</li>
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</ul>
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</ul>
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</li>
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</li>
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<li>Productivity Tools<ul>
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<li>Productivity Tools<ul>
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<ul>
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<ul>
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<li><a href="http://python-future.org/index.html">python-future</a> - The missing compatibility layer between Python 2 and Python 3.</li>
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<li><a href="http://python-future.org/index.html">python-future</a> - The missing compatibility layer between Python 2 and Python 3.</li>
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<li><a href="https://github.com/mitsuhiko/python-modernize">python-modernize</a> - Modernizes Python code for eventual Python 3 migration.</li>
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<li><a href="https://github.com/mitsuhiko/python-modernize">python-modernize</a> - Modernizes Python code for eventual Python 3 migration.</li>
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<li><a href="https://pypi.python.org/pypi/six">six</a> - Python 2 and 3 compatibility utilities.</li>
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<li><a href="https://pypi.org/project/six/">six</a> - Python 2 and 3 compatibility utilities.</li>
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</ul>
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</ul>
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<h2 id="computer-vision">Computer Vision</h2>
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<h2 id="computer-vision">Computer Vision</h2>
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<p><em>Libraries for computer vision.</em></p>
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<p><em>Libraries for computer vision.</em></p>
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<li><a href="https://github.com/yhat/ggpy">ggplot</a> - Same API as ggplot2 for R.</li>
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<li><a href="https://github.com/yhat/ggpy">ggplot</a> - Same API as ggplot2 for R.</li>
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<li><a href="http://matplotlib.org/">Matplotlib</a> - A Python 2D plotting library.</li>
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<li><a href="http://matplotlib.org/">Matplotlib</a> - A Python 2D plotting library.</li>
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<li><a href="http://www.pygal.org/en/latest/">Pygal</a> - A Python SVG Charts Creator.</li>
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<li><a href="http://www.pygal.org/en/latest/">Pygal</a> - A Python SVG Charts Creator.</li>
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<li><a href="https://pypi.python.org/pypi/pygraphviz">PyGraphviz</a> - Python interface to <a href="http://www.graphviz.org/">Graphviz</a>.</li>
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<li><a href="https://pypi.org/project/pygraphviz/">PyGraphviz</a> - Python interface to <a href="http://www.graphviz.org/">Graphviz</a>.</li>
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<li><a href="http://www.pyqtgraph.org/">PyQtGraph</a> - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.</li>
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<li><a href="http://www.pyqtgraph.org/">PyQtGraph</a> - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.</li>
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<li><a href="https://github.com/mwaskom/seaborn">Seaborn</a> - Statistical data visualization using Matplotlib.</li>
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<li><a href="https://github.com/mwaskom/seaborn">Seaborn</a> - Statistical data visualization using Matplotlib.</li>
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<li><a href="https://github.com/vispy/vispy">VisPy</a> - High-performance scientific visualization based on OpenGL.</li>
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<li><a href="https://github.com/vispy/vispy">VisPy</a> - High-performance scientific visualization based on OpenGL.</li>
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<p><em>Frameworks and libraries for Distributed Computing.</em></p>
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<p><em>Frameworks and libraries for Distributed Computing.</em></p>
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<ul>
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<ul>
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<li>Batch Processing<ul>
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<li>Batch Processing<ul>
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<li><a href="https://pypi.python.org/pypi/pyspark/">PySpark</a> - <a href="https://spark.apache.org/">Apache Spark</a> Python API.</li>
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<li><a href="https://pypi.org/project/pyspark/">PySpark</a> - <a href="https://spark.apache.org/">Apache Spark</a> Python API.</li>
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<li><a href="https://github.com/dask/dask">dask</a> - A flexible parallel computing library for analytic computing.</li>
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<li><a href="https://github.com/dask/dask">dask</a> - A flexible parallel computing library for analytic computing.</li>
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<li><a href="https://github.com/spotify/luigi">luigi</a> - A module that helps you build complex pipelines of batch jobs.</li>
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<li><a href="https://github.com/spotify/luigi">luigi</a> - A module that helps you build complex pipelines of batch jobs.</li>
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<li><a href="https://github.com/Yelp/mrjob">mrjob</a> - Run MapReduce jobs on Hadoop or Amazon Web Services.</li>
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<li><a href="https://github.com/Yelp/mrjob">mrjob</a> - Run MapReduce jobs on Hadoop or Amazon Web Services.</li>
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<li><a href="https://github.com/kootenpv/yagmail">yagmail</a> - Yet another Gmail/SMTP client.</li>
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<li><a href="https://github.com/kootenpv/yagmail">yagmail</a> - Yet another Gmail/SMTP client.</li>
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</ul>
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</ul>
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<h2 id="environment-management">Environment Management</h2>
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<h2 id="environment-management">Environment Management</h2>
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<p><em>Libraries for Python version and environment management.</em></p>
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<p><em>Libraries for Python version and virtual environment management.</em></p>
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<ul>
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<ul>
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<li><a href="https://github.com/kennethreitz/pipenv">pipenv</a> - Sacred Marriage of Pipfile, Pip, & Virtualenv.</li>
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<li><a href="https://github.com/sdispater/poetry">poetry</a> - Python dependency management and packaging made easy.</li>
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<li><a href="https://github.com/pyenv/pyenv">pyenv</a> - Simple Python version management.</li>
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<li><a href="https://github.com/pyenv/pyenv">pyenv</a> - Simple Python version management.</li>
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<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>
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<li><a href="https://github.com/pypa/pipenv">pipenv</a> - Python Development Workflow for Humans.</li>
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<li><a href="https://pypi.python.org/pypi/virtualenv">virtualenv</a> - A tool to create isolated Python environments.</li>
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<li><a href="https://github.com/sdispater/poetry">poetry</a> - Python dependency management and packaging made easy.</li>
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<li><a href="https://github.com/pypa/virtualenv">virtualenv</a> - A tool to create isolated Python environments.</li>
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</ul>
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</ul>
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<h2 id="files">Files</h2>
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<h2 id="files">Files</h2>
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<p><em>Libraries for file manipulation and MIME type detection.</em></p>
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<p><em>Libraries for file manipulation and MIME type detection.</em></p>
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<h2 id="foreign-function-interface">Foreign Function Interface</h2>
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<h2 id="foreign-function-interface">Foreign Function Interface</h2>
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<p><em>Libraries for providing foreign function interface.</em></p>
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<p><em>Libraries for providing foreign function interface.</em></p>
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<ul>
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<ul>
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<li><a href="https://pypi.python.org/pypi/cffi">cffi</a> - Foreign Function Interface for Python calling C code.</li>
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<li><a href="https://pypi.org/project/cffi/">cffi</a> - Foreign Function Interface for Python calling C code.</li>
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<li><a href="https://docs.python.org/3/library/ctypes.html">ctypes</a> - (Python standard library) Foreign Function Interface for Python calling C code.</li>
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<li><a href="https://docs.python.org/3/library/ctypes.html">ctypes</a> - (Python standard library) Foreign Function Interface for Python calling C code.</li>
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<li><a href="https://mathema.tician.de/software/pycuda/">PyCUDA</a> - A Python wrapper for Nvidia's CUDA API.</li>
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<li><a href="https://mathema.tician.de/software/pycuda/">PyCUDA</a> - A Python wrapper for Nvidia's CUDA API.</li>
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<li><a href="http://www.swig.org/Doc1.3/Python.html">SWIG</a> - Simplified Wrapper and Interface Generator.</li>
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<li><a href="http://www.swig.org/Doc1.3/Python.html">SWIG</a> - Simplified Wrapper and Interface Generator.</li>
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<ul>
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<ul>
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<li><a href="https://www.crummy.com/software/BeautifulSoup/bs4/doc/">BeautifulSoup</a> - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.</li>
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<li><a href="https://www.crummy.com/software/BeautifulSoup/bs4/doc/">BeautifulSoup</a> - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.</li>
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<li><a href="https://github.com/mozilla/bleach">bleach</a> - A whitelist-based HTML sanitization and text linkification library.</li>
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<li><a href="https://github.com/mozilla/bleach">bleach</a> - A whitelist-based HTML sanitization and text linkification library.</li>
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<li><a href="https://pypi.python.org/pypi/cssutils/">cssutils</a> - A CSS library for Python.</li>
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<li><a href="https://pypi.org/project/cssutils/">cssutils</a> - A CSS library for Python.</li>
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<li><a href="https://github.com/html5lib/html5lib-python">html5lib</a> - A standards-compliant library for parsing and serializing HTML documents and fragments.</li>
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<li><a href="https://github.com/html5lib/html5lib-python">html5lib</a> - A standards-compliant library for parsing and serializing HTML documents and fragments.</li>
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<li><a href="http://lxml.de/">lxml</a> - A very fast, easy-to-use and versatile library for handling HTML and XML.</li>
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<li><a href="http://lxml.de/">lxml</a> - A very fast, easy-to-use and versatile library for handling HTML and XML.</li>
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<li><a href="https://github.com/pallets/markupsafe">MarkupSafe</a> - Implements a XML/HTML/XHTML Markup safe string for Python.</li>
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<li><a href="https://github.com/pallets/markupsafe">MarkupSafe</a> - Implements a XML/HTML/XHTML Markup safe string for Python.</li>
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<li>GUI / Web Testing<ul>
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<li>GUI / Web Testing<ul>
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<li><a href="https://github.com/locustio/locust">locust</a> - Scalable user load testing tool written in Python.</li>
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<li><a href="https://github.com/locustio/locust">locust</a> - Scalable user load testing tool written in Python.</li>
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<li><a href="https://github.com/asweigart/pyautogui">PyAutoGUI</a> - PyAutoGUI is a cross-platform GUI automation Python module for human beings.</li>
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<li><a href="https://github.com/asweigart/pyautogui">PyAutoGUI</a> - PyAutoGUI is a cross-platform GUI automation Python module for human beings.</li>
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<li><a href="https://pypi.python.org/pypi/selenium">Selenium</a> - Python bindings for <a href="http://www.seleniumhq.org/">Selenium</a> WebDriver.</li>
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<li><a href="https://pypi.org/project/selenium/">Selenium</a> - Python bindings for <a href="http://www.seleniumhq.org/">Selenium</a> WebDriver.</li>
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<li><a href="https://github.com/seatgeek/sixpack">sixpack</a> - A language-agnostic A/B Testing framework.</li>
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<li><a href="https://github.com/seatgeek/sixpack">sixpack</a> - A language-agnostic A/B Testing framework.</li>
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<li><a href="https://github.com/cobrateam/splinter">splinter</a> - Open source tool for testing web applications.</li>
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<li><a href="https://github.com/cobrateam/splinter">splinter</a> - Open source tool for testing web applications.</li>
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</ul>
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</li>
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</li>
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<li>Mock<ul>
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<li>Mock<ul>
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<li><a href="https://pypi.python.org/pypi/doublex">doublex</a> - Powerful test doubles framework for Python.</li>
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<li><a href="https://pypi.org/project/doublex/">doublex</a> - Powerful test doubles framework for Python.</li>
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<li><a href="https://github.com/spulec/freezegun">freezegun</a> - Travel through time by mocking the datetime module.</li>
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<li><a href="https://github.com/spulec/freezegun">freezegun</a> - Travel through time by mocking the datetime module.</li>
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<li><a href="https://github.com/patrys/httmock">httmock</a> - A mocking library for requests for Python 2.6+ and 3.2+.</li>
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<li><a href="https://github.com/patrys/httmock">httmock</a> - A mocking library for requests for Python 2.6+ and 3.2+.</li>
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<li><a href="https://github.com/gabrielfalcao/HTTPretty">httpretty</a> - HTTP request mock tool for Python.</li>
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<li><a href="https://github.com/gabrielfalcao/HTTPretty">httpretty</a> - HTTP request mock tool for Python.</li>
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</ul>
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</li>
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<li>Code Coverage<ul>
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<li>Code Coverage<ul>
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<li><a href="https://pypi.python.org/pypi/coverage">coverage</a> - Code coverage measurement.</li>
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<li><a href="https://pypi.org/project/coverage/">coverage</a> - Code coverage measurement.</li>
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</ul>
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</li>
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<li>Fake Data<ul>
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<li>Fake Data<ul>
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<li><a href="https://github.com/lk-geimfari/mimesis">mimesis</a> - is a Python library that help you generate fake data.</li>
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<li><a href="https://github.com/lk-geimfari/mimesis">mimesis</a> - is a Python library that help you generate fake data.</li>
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<li><a href="https://github.com/emirozer/fake2db">fake2db</a> - Fake database generator.</li>
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<li><a href="https://github.com/emirozer/fake2db">fake2db</a> - Fake database generator.</li>
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<li><a href="https://github.com/joke2k/faker">faker</a> - A Python package that generates fake data.</li>
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<li><a href="https://github.com/joke2k/faker">faker</a> - A Python package that generates fake data.</li>
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<li><a href="https://pypi.python.org/pypi/radar">radar</a> - Generate random datetime / time.</li>
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<li><a href="https://pypi.org/project/radar/">radar</a> - Generate random datetime / time.</li>
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</ul>
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</li>
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</li>
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<li>Error Handler<ul>
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<li>Error Handler<ul>
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<li><a href="https://github.com/pwaller/pyfiglet">pyfiglet</a> - An implementation of figlet written in Python.</li>
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<li><a href="https://github.com/pwaller/pyfiglet">pyfiglet</a> - An implementation of figlet written in Python.</li>
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<li><a href="https://github.com/mozillazg/python-pinyin">pypinyin</a> - Convert Chinese hanzi (漢字) to pinyin (拼音).</li>
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<li><a href="https://github.com/mozillazg/python-pinyin">pypinyin</a> - Convert Chinese hanzi (漢字) to pinyin (拼音).</li>
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<li><a href="https://github.com/orsinium/textdistance">textdistance</a> - Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.</li>
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<li><a href="https://github.com/orsinium/textdistance">textdistance</a> - Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.</li>
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<li><a href="https://pypi.python.org/pypi/Unidecode">unidecode</a> - ASCII transliterations of Unicode text.</li>
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<li><a href="https://pypi.org/project/Unidecode/">unidecode</a> - ASCII transliterations of Unicode text.</li>
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</ul>
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</li>
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<li>Slugify<ul>
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<li>Slugify<ul>
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<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
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<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
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<url>
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<url>
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<loc>https://awesome-python.com/</loc>
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<loc>https://awesome-python.com/</loc>
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<lastmod>2019-05-18</lastmod>
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<lastmod>2019-05-25</lastmod>
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<changefreq>daily</changefreq>
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<changefreq>daily</changefreq>
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</url>
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</urlset>
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