diff --git a/index.html b/index.html
index 18a191d..8d2de7e 100644
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+++ b/index.html
@@ -379,14 +379,11 @@
 <h2 id="environment-management">Environment Management</h2>
 <p><em>Libraries for Python version and environment management.</em></p>
 <ul>
-<li><a href="https://github.com/qw3rtman/p">p</a> - Dead Simple Interactive Python Version Management.</li>
 <li><a href="https://github.com/yyuu/pyenv">pyenv</a> - Simple Python version management.</li>
+<li><a href="https://www.egenix.com/products/python/PyRun/">PyRun</a> - A one-file, no-installation-needed version of Python.</li>
+<li><a href="https://github.com/sashahart/vex">Vex</a> - Run a command in the named virtualenv.</li>
 <li><a href="https://pypi.python.org/pypi/virtualenv">virtualenv</a> - A tool to create isolated Python environments.</li>
 <li><a href="https://pypi.python.org/pypi/virtualenvwrapper">virtualenvwrapper</a> - A set of extensions to virtualenv.</li>
-<li><a href="https://github.com/sjkingo/virtualenv-api">virtualenv-api</a> - An API for virtualenv and pip.</li>
-<li><a href="https://pypi.python.org/pypi/pew/">pew</a> - A set of tools to manage multiple virtual environments.</li>
-<li><a href="https://github.com/sashahart/vex">Vex</a> - Run a command in the named virtualenv.</li>
-<li><a href="https://www.egenix.com/products/python/PyRun/">PyRun</a> - A one-file, no-installation-needed version of Python.</li>
 </ul>
 <h2 id="package-management">Package Management</h2>
 <p><em>Libraries for package and dependency management.</em></p>
@@ -406,30 +403,29 @@
 <li><a href="https://warehouse.python.org/">Warehouse</a></li>
 </ul>
 </li>
+<li><a href="https://bitbucket.org/pypa/bandersnatch">bandersnatch</a> - PyPI mirroring tool provided by Python Packaging Authority (PyPA)</li>
 <li><a href="http://doc.devpi.net/">devpi</a> - PyPI server and packaging/testing/release tool.</li>
 <li><a href="https://github.com/mvantellingen/localshop">localshop</a> - PyPI server which mirrors official packages on-demand, and also supports local (private) package uploads.</li>
-<li><a href="https://bitbucket.org/pypa/bandersnatch">bandersnatch</a> - PyPI mirroring tool provided by Python Packaging Authority (PyPA)</li>
 </ul>
 <h2 id="distribution">Distribution</h2>
 <p><em>Libraries to create packaged executables for release distribution.</em></p>
 <ul>
-<li><a href="http://cx-freeze.readthedocs.org/">cx-Freeze</a> - Freezes Python scripts (cross-platform).</li>
-<li><a href="http://www.py2exe.org/">py2exe</a> - Freezes Python scripts (Windows).</li>
-<li><a href="http://pynsist.readthedocs.org/">pynsist</a> - A tool to build Windows installers, installers bundle Python itself.</li>
-<li><a href="http://pythonhosted.org/py2app/">py2app</a> - Freezes Python scripts (Mac OS X).</li>
-<li><a href="http://www.pyinstaller.org/">PyInstaller</a> - Converts Python programs into stand-alone executables (cross-platform).</li>
+<li><a href="https://github.com/pyinstaller/pyinstaller">PyInstaller</a> - Converts Python programs into stand-alone executables (cross-platform).</li>
 <li><a href="http://dh-virtualenv.readthedocs.org/">dh-virtualenv</a> - Build and distribute a virtualenv as a Debian package.</li>
 <li><a href="http://nuitka.net/">Nuitka</a> - Compile scripts, modules, packages to an executable or extension module.</li>
+<li><a href="http://pythonhosted.org/py2app/">py2app</a> - Freezes Python scripts (Mac OS X).</li>
+<li><a href="http://www.py2exe.org/">py2exe</a> - Freezes Python scripts (Windows).</li>
+<li><a href="http://pynsist.readthedocs.org/">pynsist</a> - A tool to build Windows installers, installers bundle Python itself.</li>
 </ul>
 <h2 id="build-tools">Build Tools</h2>
 <p><em>Compile software from source code.</em></p>
 <ul>
 <li><a href="http://www.buildout.org/">buildout</a> - A build system for creating, assembling and deploying applications from multiple parts, some of which may be non-Python-based.</li>
-<li><a href="http://www.scons.org/">SCons</a> - A software construction tool.</li>
-<li><a href="https://github.com/ivankravets/platformio">PlatformIO</a> - A console tool to build code with different development platforms.</li>
 <li><a href="http://www.yoctoproject.org/docs/1.6/bitbake-user-manual/bitbake-user-manual.html">BitBake</a> - A make-like build tool with the special focus of distributions and packages for embedded Linux.</li>
 <li><a href="https://code.google.com/p/fabricate/">fabricate</a> - A build tool that finds dependencies automatically for any language.</li>
+<li><a href="https://github.com/ivankravets/platformio">PlatformIO</a> - A console tool to build code with different development platforms.</li>
 <li><a href="https://github.com/pybuilder/pybuilder">PyBuilder</a> - A continuous build tool written in pure Python which mainly targets Python applications.</li>
+<li><a href="http://www.scons.org/">SCons</a> - A software construction tool.</li>
 </ul>
 <h2 id="interactive-interpreter">Interactive Interpreter</h2>
 <p><em>Interactive Python interpreters (REPL).</em></p>
@@ -441,13 +437,13 @@
 <h2 id="files">Files</h2>
 <p><em>Libraries for file manipulation and MIME type detection.</em></p>
 <ul>
-<li><a href="https://docs.python.org/2/library/mimetypes.html">mimetypes</a> - (Python standard library) Map filenames to MIME types.</li>
 <li><a href="https://docs.python.org/2/library/imghdr.html">imghdr</a> - (Python standard library) Determine the type of an image.</li>
-<li><a href="https://github.com/ahupp/python-magic">python-magic</a> - A Python interface to the libmagic file type identification library.</li>
+<li><a href="https://docs.python.org/2/library/mimetypes.html">mimetypes</a> - (Python standard library) Map filenames to MIME types.</li>
 <li><a href="https://github.com/jaraco/path.py">path.py</a> - A module wrapper for <a href="https://docs.python.org/2/library/os.path.html">os.path</a>.</li>
-<li><a href="https://github.com/gorakhargosh/watchdog">watchdog</a> - API and shell utilities to monitor file system events.</li>
-<li><a href="https://github.com/mikeorr/Unipath">Unipath</a> - An object-oriented approach to file/directory operations.</li>
 <li><a href="https://pathlib.readthedocs.org/en/pep428/">pathlib</a> - (Python standard library in Python 3.4+) An cross-platform, object-oriented path library.</li>
+<li><a href="https://github.com/ahupp/python-magic">python-magic</a> - A Python interface to the libmagic file type identification library.</li>
+<li><a href="https://github.com/mikeorr/Unipath">Unipath</a> - An object-oriented approach to file/directory operations.</li>
+<li><a href="https://github.com/gorakhargosh/watchdog">watchdog</a> - API and shell utilities to monitor file system events.</li>
 </ul>
 <h2 id="date-and-time">Date and Time</h2>
 <p><em>Libraries for working with dates and times.</em></p>
@@ -456,27 +452,27 @@
 <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://pypi.python.org/pypi/python-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/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/zachwill/moment">moment</a> - A Python library for dealing with dates/times. Inspired by <a href="http://momentjs.com/">Moment.js</a>.</li>
-<li><a href="https://launchpad.net/pytz">pytz</a> - World timezone definitions, modern and historical. Brings the <a href="http://en.wikipedia.org/wiki/Tz_database">tz database</a> into Python.</li>
 <li><a href="https://github.com/shnode/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="http://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>
 </ul>
 <h2 id="text-processing">Text Processing</h2>
 <p><em>Libraries for parsing and manipulating plain texts.</em></p>
 <ul>
 <li>General<ul>
-<li><a href="https://docs.python.org/2/library/difflib.html">difflib</a> - (Python standard library) Helpers for computing deltas.</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/seatgeek/fuzzywuzzy">fuzzywuzzy</a> - Fuzzy String Matching.</li>
-<li><a href="https://code.google.com/p/esmre/">esmre</a> - Regular expression accelerator.</li>
-<li><a href="https://github.com/stochastic-technologies/shortuuid">shortuuid</a> - A generator library for concise, unambiguous and URL-safe UUIDs.</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://pypi.python.org/pypi/Unidecode">unidecode</a> - ASCII transliterations of Unicode text.</li>
 <li><a href="https://github.com/chardet/chardet">chardet</a> - Python 2/3 compatible character encoding detector.</li>
-<li><a href="https://github.com/lxneng/xpinyin">xpinyin</a> - A library to translate Chinese hanzi (漢字) to pinyin (拼音).</li>
+<li><a href="https://docs.python.org/2/library/difflib.html">difflib</a> - (Python standard library) Helpers for computing deltas.</li>
+<li><a href="https://code.google.com/p/esmre/">esmre</a> - Regular expression accelerator.</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/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>
+<li><a href="https://github.com/stochastic-technologies/shortuuid">shortuuid</a> - A generator library for concise, unambiguous and URL-safe UUIDs.</li>
+<li><a href="https://pypi.python.org/pypi/Unidecode">unidecode</a> - ASCII transliterations of Unicode text.</li>
 <li><a href="https://github.com/moskytw/uniout">uniout</a> - Print readable chars instead of the escaped string.</li>
+<li><a href="https://github.com/lxneng/xpinyin">xpinyin</a> - A library to translate Chinese hanzi (漢字) to pinyin (拼音).</li>
 </ul>
 </li>
 <li>Slugify<ul>
@@ -486,13 +482,13 @@
 </ul>
 </li>
 <li>Parser<ul>
-<li><a href="http://www.dabeaz.com/ply/">PLY</a> - Implementation of lex and yacc parsing tools for Python</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://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/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://sqlparse.readthedocs.org/">sqlparse</a> - A non-validating SQL parser.</li>
-<li><a href="http://pygments.org/">Pygments</a> - A generic syntax highlighter.</li>
-<li><a href="https://github.com/derek73/python-nameparser">python-nameparser</a> - Parsing human names into their individual components.</li>
-<li><a href="http://pyparsing.wikispaces.com/">pyparsing</a> - A general purpose framework for generating parsers.</li>
 </ul>
 </li>
 </ul>
@@ -504,13 +500,13 @@
 </ul>
 </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.org/en/latest/">openpyxl</a> - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm 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-excel/xlwt">xlwt</a> / <a href="https://github.com/python-excel/xlrd">xlrd</a> - Writing and reading data and formatting information from Excel 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://xlsxwriter.readthedocs.org/">XlsxWriter</a> - A Python module for creating Excel .xlsx files.</li>
 <li><a href="http://xlwings.org/">xlwings</a> - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.</li>
-<li><a href="https://openpyxl.readthedocs.org/en/latest/">openpyxl</a> - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.</li>
-<li><a href="https://github.com/brianray/mm">Marmir</a> - Takes Python data structures and turns them into spreadsheets.</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/python-excel/xlwt">xlwt</a> / <a href="https://github.com/python-excel/xlrd">xlrd</a> - Writing and reading data and formatting information from Excel files.</li>
 </ul>
 </li>
 <li>PDF<ul>
@@ -520,8 +516,8 @@
 </ul>
 </li>
 <li>Markdown<ul>
-<li><a href="https://github.com/waylan/Python-Markdown">Python-Markdown</a> - A Python implementation of John Gruber’s Markdown.</li>
 <li><a href="https://github.com/lepture/mistune">Mistune</a> - Fastest and full featured pure Python parsers of Markdown.</li>
+<li><a href="https://github.com/waylan/Python-Markdown">Python-Markdown</a> - A Python implementation of John Gruber’s Markdown.</li>
 </ul>
 </li>
 <li>YAML<ul>
@@ -541,13 +537,13 @@
 <p><em>Libraries for working with human languages.</em></p>
 <ul>
 <li><a href="http://www.nltk.org/">NLTK</a> - A leading platform for building Python programs to work with human language data.</li>
-<li><a href="http://www.clips.ua.ac.be/pattern">Pattern</a> - A web mining module for the Python. It has tools for natural language processing, machine learning, among others.</li>
-<li><a href="http://textblob.readthedocs.org/">TextBlob</a> - Providing a consistent API for diving into common NLP tasks. Stands on the giant shoulders of NLTK and Pattern.</li>
-<li><a href="https://github.com/fxsjy/jieba">jieba</a> - Chinese Words Segmentation Utilities.</li>
-<li><a href="https://github.com/isnowfy/snownlp">SnowNLP</a> - A library for processing Chinese text.</li>
-<li><a href="https://github.com/victorlin/loso">loso</a> - Another Chinese segmentation library.</li>
 <li><a href="https://github.com/duanhongyi/genius">genius</a> - A Chinese segment base on Conditional Random Field.</li>
+<li><a href="https://github.com/fxsjy/jieba">jieba</a> - Chinese Words Segmentation Utilities.</li>
 <li><a href="https://github.com/saffsd/langid.py">langid.py</a> - Stand-alone language identification system.</li>
+<li><a href="https://github.com/victorlin/loso">loso</a> - Another Chinese segmentation library.</li>
+<li><a href="http://www.clips.ua.ac.be/pattern">Pattern</a> - A web mining module for the Python. It has tools for natural language processing, machine learning, among others.</li>
+<li><a href="https://github.com/isnowfy/snownlp">SnowNLP</a> - A library for processing Chinese text.</li>
+<li><a href="http://textblob.readthedocs.org/">TextBlob</a> - Providing a consistent API for diving into common NLP tasks. Stands on the giant shoulders of NLTK and Pattern.</li>
 </ul>
 <h2 id="documentation">Documentation</h2>
 <p><em>Libraries for generating project documentation.</em></p>
@@ -556,17 +552,16 @@
 <li><a href="https://github.com/yoloseem/awesome-sphinxdoc">awesome-sphinxdoc</a></li>
 </ul>
 </li>
-<li><a href="http://docutils.sourceforge.net/rst.html">reStructuredText</a> - Markup Syntax and Parser Component of Docutils.</li>
 <li><a href="http://www.mkdocs.org/">MkDocs</a> - Markdown friendly documentation generator.</li>
-<li><a href="http://fitzgen.github.io/pycco/">Pycco</a> - The original quick-and-dirty, hundred-line-long, literate-programming-style documentation generator.</li>
 <li><a href="https://github.com/BurntSushi/pdoc">pdoc</a> - Epydoc replacement to auto generate API documentation for Python libraries.</li>
+<li><a href="http://fitzgen.github.io/pycco/">Pycco</a> - The original quick-and-dirty, hundred-line-long, literate-programming-style documentation generator.</li>
 </ul>
 <h2 id="configuration">Configuration</h2>
 <p><em>Libraries for storing configuration options.</em></p>
 <ul>
-<li><a href="https://docs.python.org/2/library/configparser.html">ConfigParser</a> - (Python standard library) INI file parser.</li>
-<li><a href="http://www.voidspace.org.uk/python/configobj.html">ConfigObj</a> - INI file parser with validation.</li>
 <li><a href="http://www.red-dove.com/config-doc/">config</a> - Hierarchical config from the author of <a href="https://docs.python.org/2/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://docs.python.org/2/library/configparser.html">ConfigParser</a> - (Python standard library) INI file parser.</li>
 <li><a href="http://profig.readthedocs.org/">profig</a> - Config from multiple formats with value conversion.</li>
 </ul>
 <h2 id="command-line-tools">Command-line Tools</h2>
@@ -575,61 +570,61 @@
 <li>Command-line Application Development<ul>
 <li><a href="http://builtoncement.com/">cement</a> - Cement provides a light-weight and fully featured foundation to build anything from single file scripts to complex and intricately designed applications.</li>
 <li><a href="http://click.pocoo.org/">click</a> - A package for creating beautiful command line interfaces in a composable way.</li>
-<li><a href="https://github.com/kennethreitz/clint">clint</a> - Python Command-line Application Tools.</li>
 <li><a href="http://docs.openstack.org/developer/cliff/">cliff</a> - A framework for creating command-line programs with multi-level commands.</li>
 <li><a href="http://clime.mosky.tw">Clime</a> – Clime lets you convert any module into a multi-command CLI program without any configuration.</li>
-<li><a href="http://docopt.org/">docopt</a> - Pythonic command line arguments parser.</li>
+<li><a href="https://github.com/kennethreitz/clint">clint</a> - Python Command-line Application Tools.</li>
 <li><a href="https://pypi.python.org/pypi/colorama">colorama</a> - Cross-platform colored terminal text.</li>
-<li><a href="https://pythonhosted.org/pyCLI/">pyCLI</a> - Command-line applications supporting standard command line parsing, logging, unit and functional testing.</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://pythonhosted.org/pyCLI/">pyCLI</a> - Command-line applications supporting standard command line parsing, logging, unit and functional testing.</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>
 <li>Productivity Tools<ul>
+<li><a href="https://github.com/glamp/bashplotlib">bashplotlib</a> - Making basic plots in the terminal. It's a quick way to visualize data without GUI.</li>
+<li><a href="https://github.com/brettcannon/caniusepython3">caniusepython3</a> - Determine what projects are blocking you from porting to Python 3.</li>
 <li><a href="https://github.com/audreyr/cookiecutter">cookiecutter</a> - A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.</li>
+<li><a href="https://github.com/sloria/doitlive">doitlive</a> - A tool for live presentations in the terminal.</li>
 <li><a href="https://github.com/jakubroztocil/httpie">httpie</a> - A command line HTTP client, a user-friendly cURL replacement.</li>
+<li><a href="https://github.com/facebook/PathPicker">PathPicker</a> - Select files out of bash output.</li>
 <li><a href="https://github.com/mooz/percol">percol</a> - Adds flavor of interactive selection to the traditional pipe concept on UNIX.</li>
 <li><a href="http://www.rainbowstream.org/">RainbowStream</a> - Smart and nice Twitter client on terminal.</li>
-<li><a href="https://github.com/brettcannon/caniusepython3">caniusepython3</a> - Determine what projects are blocking you from porting to Python 3.</li>
 <li><a href="https://github.com/nvbn/thefuck">thefuck</a> - Correcting your previous console command.</li>
-<li><a href="https://github.com/sloria/doitlive">doitlive</a> - A tool for live presentations in the terminal.</li>
-<li><a href="https://github.com/facebook/PathPicker">PathPicker</a> - Select files out of bash output.</li>
-<li><a href="https://github.com/glamp/bashplotlib">bashplotlib</a> - Making basic plots in the terminal. It's a quick way to visualize data without GUI.</li>
 </ul>
 </li>
 </ul>
 <h2 id="downloader">Downloader</h2>
 <p><em>Libraries for downloading.</em></p>
 <ul>
+<li><a href="https://github.com/coursera-dl/coursera">coursera</a> - Script for downloading Coursera.org videos and naming them.</li>
 <li><a href="https://github.com/s3tools/s3cmd">s3cmd</a> - A command line tool for managing Amazon S3 and CloudFront.</li>
 <li><a href="https://github.com/bloomreach/s4cmd">s4cmd</a> - Super S3 command line tool, good for higher performance.</li>
-<li><a href="http://rg3.github.io/youtube-dl/">youtube-dl</a> - A small command-line program to download videos from YouTube.</li>
-<li><a href="http://www.soimort.org/you-get/">you-get</a> - A YouTube/Youku/Niconico video downloader written in Python 3.</li>
-<li><a href="https://github.com/coursera-dl/coursera">coursera</a> - Script for downloading Coursera.org videos and naming them.</li>
-<li><a href="https://github.com/WikiTeam/wikiteam">WikiTeam</a> - Tools for downloading and preserving wikis.</li>
 <li><a href="https://github.com/Diaoul/subliminal">subliminal</a> - Library and command line tool to search and download subtitles.</li>
+<li><a href="https://github.com/WikiTeam/wikiteam">WikiTeam</a> - Tools for downloading and preserving wikis.</li>
+<li><a href="http://www.soimort.org/you-get/">you-get</a> - A YouTube/Youku/Niconico video downloader written in Python 3.</li>
+<li><a href="http://rg3.github.io/youtube-dl/">youtube-dl</a> - A small command-line program to download videos from YouTube.</li>
 </ul>
 <h2 id="imagery">Imagery</h2>
 <p><em>Libraries for manipulating images.</em></p>
 <ul>
 <li><a href="http://pillow.readthedocs.org/">pillow</a> - Pillow is the friendly <a href="http://www.pythonware.com/products/pil/">PIL</a> fork.</li>
-<li><a href="https://github.com/dahlia/wand">wand</a> - Python bindings for <a href="http://www.imagemagick.org/script/magick-wand.php">MagickWand</a>, C API for ImageMagick.</li>
-<li><a href="https://github.com/thumbor/thumbor">thumbor</a> - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.</li>
+<li><a href="https://github.com/rossgoodwin/hmap">hmap</a> - Image histogram remapping.</li>
 <li><a href="http://www.imgseek.net/">imgSeek</a> - A project for searching a collection of images using visual similarity.</li>
-<li><a href="https://github.com/lincolnloop/python-qrcode">python-qrcode</a> - A pure Python QR Code generator.</li>
+<li><a href="https://github.com/hhatto/nude.py">nude.py</a> - Nudity detection.</li>
 <li><a href="https://pythonhosted.org/pyBarcode/">pyBarcode</a> - Create barcodes in Python without needing PIL.</li>
 <li><a href="https://github.com/ajkumar25/pygram">pygram</a> - Instagram-like image filters.</li>
+<li><a href="https://github.com/lincolnloop/python-qrcode">python-qrcode</a> - A pure Python QR Code generator.</li>
 <li><a href="https://github.com/fogleman/Quads">Quads</a> - Computer art based on quadtrees.</li>
-<li><a href="https://github.com/hhatto/nude.py">nude.py</a> - Nudity detection.</li>
 <li><a href="http://scikit-image.org/">scikit-image</a> - A Python library for (scientific) image processing.</li>
-<li><a href="https://github.com/rossgoodwin/hmap">hmap</a> - Image histogram remapping.</li>
+<li><a href="https://github.com/thumbor/thumbor">thumbor</a> - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.</li>
+<li><a href="https://github.com/dahlia/wand">wand</a> - Python bindings for <a href="http://www.imagemagick.org/script/magick-wand.php">MagickWand</a>, C API for ImageMagick.</li>
 </ul>
 <h2 id="ocr">OCR</h2>
 <p><em>Libraries for Optical Character Recognition.</em></p>
 <ul>
-<li><a href="https://code.google.com/p/python-tesseract">python-tesseract</a> - A wrapper class for <a href="https://code.google.com/p/tesseract-ocr/">Google Tesseract OCR</a>.</li>
-<li><a href="https://github.com/madmaze/pytesseract">pytesseract</a> - Another wrapper for Google Tesseract OCR.</li>
 <li><a href="https://github.com/jflesch/pyocr">pyocr</a> - A wrapper for Tesseract and Cuneiform.</li>
+<li><a href="https://github.com/madmaze/pytesseract">pytesseract</a> - Another wrapper for Google Tesseract OCR.</li>
+<li><a href="https://code.google.com/p/python-tesseract">python-tesseract</a> - A wrapper class for <a href="https://code.google.com/p/tesseract-ocr/">Google Tesseract OCR</a>.</li>
 </ul>
 <h2 id="audio">Audio</h2>
 <p><em>Libraries for manipulating audio.</em></p>
@@ -641,71 +636,72 @@
 <li><a href="https://github.com/StreetVoice/django-elastic-transcoder">django-elastic-transcoder</a> - Django + <a href="http://aws.amazon.com/elastictranscoder/">Amazon Elastic Transcoder</a>.</li>
 <li><a href="http://eyed3.nicfit.net/">eyeD3</a> - A tool for working with audio files, specifically MP3 files containing ID3 metadata.</li>
 <li><a href="http://nedbatchelder.com/code/modules/id3reader.py">id3reader</a> - A Python module for reading MP3 meta data.</li>
-<li><a href="https://code.google.com/p/mutagen/">mutagen</a> - A Python module to handle audio metadata.</li>
+<li><a href="https://github.com/globocom/m3u8">m3u8</a> - A module for parsing m3u8 file.</li>
+<li><a href="https://bitbucket.org/lazka/mutagen">mutagen</a> - A Python module to handle audio metadata.</li>
 <li><a href="https://github.com/jiaaro/pydub">pydub</a> - Manipulate audio with a simple and easy high level interface.</li>
 <li><a href="https://github.com/echonest/pyechonest">pyechonest</a> - Python client for the <a href="http://developer.echonest.com/docs/">Echo Nest</a> API.</li>
 <li><a href="http://scikits.appspot.com/talkbox">talkbox</a> - A Python library for speech/signal processing.</li>
 <li><a href="https://github.com/yomguy/TimeSide">TimeSide</a> - Open web audio processing framework.</li>
 <li><a href="https://github.com/devsnd/tinytag">tinytag</a> - A library for reading music meta data of MP3, OGG, FLAC and Wave files.</li>
-<li><a href="https://github.com/globocom/m3u8">m3u8</a> - A module for parsing m3u8 file.</li>
 </ul>
 <h2 id="video">Video</h2>
 <p><em>Libraries for manipulating video and GIFs.</em></p>
 <ul>
 <li><a href="http://zulko.github.io/moviepy/">moviepy</a> - A module for script-based movie editing with many formats, including animated GIFs.</li>
-<li><a href="http://www.shorten.tv/">shorten.tv</a> - Video summarization.</li>
 <li><a href="https://github.com/aizvorski/scikit-video">scikit-video</a> - Video processing routines for SciPy.</li>
+<li><a href="http://www.shorten.tv/">shorten.tv</a> - Video summarization.</li>
 </ul>
 <h2 id="geolocation">Geolocation</h2>
 <p><em>Libraries for geocoding addresses and working with latitudes and longitudes.</em></p>
 <ul>
 <li><a href="https://docs.djangoproject.com/en/dev/ref/contrib/gis/">GeoDjango</a> - A world-class geographic web framework.</li>
+<li><a href="https://github.com/SmileyChris/django-countries">django-countries</a> - A Django app that provides country choices for use with forms, flag icons static files, and a country field for models.</li>
+<li><a href="https://github.com/maxmind/geoip-api-python">GeoIP</a> - Python API for MaxMind GeoIP Legacy Database.</li>
+<li><a href="https://github.com/frewsxcv/python-geojson">geojson</a> - Python bindings and utilities for GeoJSON.</li>
 <li><a href="https://github.com/geopy/geopy">geopy</a> - Python Geocoding Toolbox.</li>
 <li><a href="https://github.com/appliedsec/pygeoip">pygeoip</a> - Pure Python GeoIP API.</li>
-<li><a href="https://github.com/maxmind/geoip-api-python">GeoIP</a> - Python API for MaxMind GeoIP Legacy Database.</li>
-<li><a href="https://github.com/frewsxcv/python-geojson">geojson</a> - Python bindings and utlities for GeoJSON.</li>
-<li><a href="https://github.com/SmileyChris/django-countries">django-countries</a> - A Django app that provides country choices for use with forms, flag icons static files, and a country field for models.</li>
 </ul>
 <h2 id="http">HTTP</h2>
 <p><em>Libraries for working with HTTP.</em></p>
 <ul>
 <li><a href="http://docs.python-requests.org/">requests</a> - HTTP Requests for Humans™.</li>
 <li><a href="https://github.com/kennethreitz/grequests">grequests</a> - requests + gevent for asynchronous HTTP requests.</li>
-<li><a href="https://github.com/shazow/urllib3">urllib3</a> - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.</li>
 <li><a href="https://github.com/jcgregorio/httplib2">httplib2</a> - Comprehensive HTTP client library.</li>
 <li><a href="https://github.com/dreid/treq">treq</a> - Python requests like API built on top of Twisted's HTTP client.</li>
+<li><a href="https://github.com/shazow/urllib3">urllib3</a> - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.</li>
 </ul>
 <h2 id="database">Database</h2>
 <p><em>Databases implemented in Python.</em></p>
 <ul>
-<li><a href="http://www.zodb.org/">ZODB</a> - A native object database for Python. A key-value and object graph database.</li>
 <li><a href="https://pythonhosted.org/pickleDB/">pickleDB</a> - A simple and lightweight key-value store for Python.</li>
+<li><a href="http://www.pipelinedb.com/">PipelineDB</a> - The Streaming SQL Database.</li>
 <li><a href="https://github.com/msiemens/tinydb">TinyDB</a> - A tiny, document-oriented database.</li>
+<li><a href="http://www.zodb.org/">ZODB</a> - A native object database for Python. A key-value and object graph database.</li>
 </ul>
 <h2 id="database-drivers">Database Drivers</h2>
 <p><em>Libraries for connecting and operating databases.</em></p>
 <ul>
 <li>Relational Databases<ul>
+<li><a href="http://rogerbinns.github.io/apsw/">apsw</a> - Another Python SQLite wrapper.</li>
+<li><a href="https://github.com/pudo/dataset">dataset</a> - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.</li>
+<li><a href="https://pypi.python.org/pypi/mysql-connector-python">mysql-connector-python</a> - A pure Python MySQL driver from Oracle.</li>
 <li><a href="http://sourceforge.net/projects/mysql-python/">mysql-python</a> - The MySQL database connector for Python.</li>
 <li><a href="https://github.com/PyMySQL/mysqlclient-python">mysqlclient</a> - mysql-python fork supporting Python 3.</li>
-<li><a href="https://github.com/PyMySQL/PyMySQL">PyMySQL</a> - Pure Python MySQL driver compatible to mysql-python.</li>
-<li><a href="https://pypi.python.org/pypi/mysql-connector-python">mysql-connector-python</a> - A pure Python MySQL driver from Oracle.</li>
 <li><a href="https://pythonhosted.org/oursql/">oursql</a> - A better MySQL connector with support for native prepared statements and BLOBs.</li>
 <li><a href="http://initd.org/psycopg/">psycopg2</a> - The most popular PostgreSQL adapter for Python.</li>
-<li><a href="http://txpostgres.readthedocs.org/">txpostgres</a> - Twisted based asynchronous driver for PostgreSQL.</li>
+<li><a href="https://github.com/PyMySQL/PyMySQL">PyMySQL</a> - Pure Python MySQL driver compatible to mysql-python.</li>
 <li><a href="https://github.com/gmr/queries">queries</a> - A wrapper of the psycopg2 library for interacting with PostgreSQL.</li>
-<li><a href="https://github.com/pudo/dataset">dataset</a> - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.</li>
-<li><a href="http://rogerbinns.github.io/apsw/">apsw</a> - Another Python SQLite wrapper.</li>
+<li><a href="http://txpostgres.readthedocs.org/">txpostgres</a> - Twisted based asynchronous driver for PostgreSQL.</li>
 </ul>
 </li>
 <li>NoSQL Databases<ul>
 <li><a href="https://github.com/datastax/python-driver">cassandra-python-driver</a> - Python driver for Cassandra.</li>
-<li><a href="https://github.com/pycassa/pycassa">pycassa</a> - Python Thrift driver for Cassandra.</li>
 <li><a href="http://happybase.readthedocs.org/">HappyBase</a> - A developer-friendly library for Apache HBase.</li>
-<li><a href="http://docs.mongodb.org/ecosystem/drivers/python/">PyMongo</a> - The official Python client for MongoDB.</li>
 <li><a href="https://plyvel.readthedocs.org/">Plyvel</a> - A fast and feature-rich Python interface to LevelDB.</li>
-<li><a href="https://github.com/andymccurdy/redis-py">redis-py</a> - The Redis Python Client.</li>
 <li><a href="http://book.py2neo.org/">py2neo</a> - Python wrapper client for Neo4j's restful interface.</li>
+<li><a href="https://github.com/pycassa/pycassa">pycassa</a> - Python Thrift driver for Cassandra.</li>
+<li><a href="http://docs.mongodb.org/ecosystem/drivers/python/">PyMongo</a> - The official Python client for MongoDB.</li>
+<li><a href="https://github.com/andymccurdy/redis-py">redis-py</a> - The Redis Python Client.</li>
 <li><a href="https://github.com/driftx/Telephus">telephus</a> - Twisted based client for Cassandra.</li>
 <li><a href="https://github.com/deldotdr/txRedis">txRedis</a> - Twisted based client for Redis.</li>
 </ul>
@@ -725,10 +721,10 @@
 </ul>
 </li>
 <li>NoSQL Databases<ul>
-<li><a href="http://mongoengine.org/">MongoEngine</a> - A Python Object-Document-Mapper for working with MongoDB.</li>
 <li><a href="https://github.com/django-nonrel/mongodb-engine">django-mongodb-engine</a> - Django MongoDB Backend.</li>
-<li><a href="https://github.com/kiddouk/redisco">redisco</a> - A Python Library for Simple Models and Containers Persisted in Redis.</li>
 <li><a href="https://github.com/mathcamp/flywheel">flywheel</a> - Object mapper for Amazon DynamoDB.</li>
+<li><a href="http://mongoengine.org/">MongoEngine</a> - A Python Object-Document-Mapper for working with MongoDB.</li>
+<li><a href="https://github.com/kiddouk/redisco">redisco</a> - A Python Library for Simple Models and Containers Persisted in Redis.</li>
 </ul>
 </li>
 <li>Others<ul>
@@ -747,25 +743,25 @@
 <li><a href="https://github.com/humiaozuzu/awesome-flask">awesome-flask</a></li>
 </ul>
 </li>
-<li><a href="http://bottlepy.org/">Bottle</a> - A fast, simple and lightweight WSGI micro web-framework.</li>
 <li><a href="http://www.pylonsproject.org/">Pyramid</a> - A small, fast, down-to-earth, open source Python web framework.<ul>
 <li><a href="https://github.com/ITCase/awesome-pyramid">awesome-pyramid</a></li>
 </ul>
 </li>
-<li><a href="http://www.web2py.com">web2py</a> - A full stack web framework and platform focused in the ease of use.</li>
-<li><a href="http://webpy.org/">web.py</a> - A web framework for Python that is as simple as it is powerful.</li>
-<li><a href="http://www.turbogears.org/">TurboGears</a> - The Web Framework that starts as a microframework and scales up to a full stack solution.</li>
+<li><a href="http://bluebream.zope.org/">Bluebream</a> - An open-source web application server, framework and library, formerly known as Zope 3.</li>
+<li><a href="http://bottlepy.org/">Bottle</a> - A fast, simple and lightweight WSGI micro web-framework.</li>
 <li><a href="http://www.cherrypy.org/">CherryPy</a> - A Minimalist Python Web Framework, HTTP/1.1-compliant and WSGI thread-pooled.</li>
 <li><a href="http://grok.zope.org/">Grok</a> - A framework built on the existing Zope 3 libraries.</li>
-<li><a href="http://bluebream.zope.org/">Bluebream</a> - An open-source web application server, framework and library, formerly known as Zope 3.</li>
 <li><a href="https://github.com/flatpeach/guava">guava</a> - A lightweight and high performance web framework for Python written in C.</li>
+<li><a href="http://www.turbogears.org/">TurboGears</a> - The Web Framework that starts as a microframework and scales up to a full stack solution.</li>
+<li><a href="http://webpy.org/">web.py</a> - A web framework for Python that is as simple as it is powerful.</li>
+<li><a href="http://www.web2py.com">web2py</a> - A full stack web framework and platform focused in the ease of use.</li>
 </ul>
 <h2 id="permissions">Permissions</h2>
 <p><em>Libraries that allow or deny users access to data or functionality.</em></p>
 <ul>
+<li><a href="http://www.github.com/neuman/python-carteblanche/">Carteblanche</a> - Module to align code with thoughts of users and designers. Also magically handles navigation and permissions.</li>
 <li><a href="https://github.com/lukaszb/django-guardian">django-guardian</a> - Implementation of per object permissions for Django 1.2+</li>
 <li><a href="https://github.com/dfunckt/django-rules">django-rules</a> - A tiny but powerful app providing object-level permissions to Django, without requiring a database.</li>
-<li><a href="http://www.github.com/neuman/python-carteblanche/">Carteblanche</a> - Module to align code with thoughts of users and designers. Also magically handles navigation and permissions.</li>
 </ul>
 <h2 id="cms">CMS</h2>
 <p><em>Content Management Systems.</em></p>
@@ -786,50 +782,51 @@
 <ul>
 <li><a href="http://oscarcommerce.com/">django-oscar</a> - An open-source e-commerce framework for Django.</li>
 <li><a href="https://www.django-cms.org/">django-shop</a> - A Django based shop system.</li>
+<li><a href="https://www.shoop.io/">shoop</a> - An open source E-Commerce platform based on Django.</li>
+<li><a href="https://github.com/lxneng/alipay">alipay</a> - Unofficial Alipay API for Python.</li>
 <li><a href="https://github.com/agiliq/merchant">merchant</a> - A Django app to accept payments from various payment processors.</li>
 <li><a href="https://github.com/carlospalol/money">money</a> - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution.</li>
 <li><a href="https://github.com/Alir3z4/python-currencies">python-currencies</a> - Display money format and its filthy currencies.</li>
-<li><a href="https://github.com/lxneng/alipay">alipay</a> - Unofficial Alipay API for Python.</li>
 </ul>
 <h2 id="restful-api">RESTful API</h2>
 <p><em>Libraries for developing RESTful APIs.</em></p>
 <ul>
-<li><a href="https://cornice.readthedocs.org/">cornice</a> - A REST framework for Pyramid.</li>
 <li><a href="http://www.django-rest-framework.org/">django-rest-framework</a> - A powerful and flexible toolkit that makes it easy to build Web APIs.</li>
 <li><a href="http://tastypieapi.org/">django-tastypie</a> - Creating delicious APIs for Django apps.</li>
 <li><a href="https://github.com/5monkeys/django-formapi">django-formapi</a> - Create JSON APIs with HMAC authentication and Django form-validation.</li>
-<li><a href="http://www.flaskapi.org/">flask-api</a> - An implementation of the same web browsable APIs that django-rest-framework provides.</li>
+<li><a href="http://www.flaskapi.org/">flask-api</a> - Browsable Web APIs for Flask.</li>
 <li><a href="http://flask-restful.readthedocs.org/">flask-restful</a> - An extension for Flask that adds support for quickly building REST APIs.</li>
-<li><a href="https://flask-restless.readthedocs.org/en/latest/">flask-restless</a> - A Flask extension for generating ReSTful APIs for database models defined with SQLAlchemy (or Flask-SQLAlchemy).</li>
+<li><a href="https://flask-restless.readthedocs.org/en/latest/">flask-restless</a> - Generating RESTful APIs for database models defined with SQLAlchemy.</li>
 <li><a href="https://github.com/marselester/flask-api-utils">flask-api-utils</a> - Flask extension that takes care of API representation and authentication.</li>
 <li><a href="http://falconframework.org/">falcon</a> - A high-performance Python framework for building cloud APIs and web app backends.</li>
 <li><a href="https://github.com/nicolaiarocci/eve">eve</a> - REST API framework powered by Flask, MongoDB and good intentions.</li>
 <li><a href="https://github.com/jeffknupp/sandman">sandman</a> - Automated REST APIs for existing database-driven systems.</li>
 <li><a href="http://restless.readthedocs.org/en/latest/">restless</a> - Framework agnostic REST framework based on lessons learned from TastyPie.</li>
-<li><a href="https://github.com/RueLaLa/savory-pie/">savory-pie</a> - REST API building library (django, and others)</li>
-<li><a href="https://github.com/vertical-knowledge/ripozo">ripozo</a> - A tool for quickly creating REST/HATEOAS/Hypermedia APIs with extensions for Flask and Django.</li>
+<li><a href="https://github.com/RueLaLa/savory-pie/">savory-pie</a> - REST API building library (Django, and others)</li>
+<li><a href="https://github.com/vertical-knowledge/ripozo">ripozo</a> - Quickly creating REST/HATEOAS/Hypermedia APIs with extensions for Flask and Django.</li>
+<li><a href="https://cornice.readthedocs.org/">cornice</a> - A REST framework for Pyramid.</li>
 </ul>
 <h2 id="authentication">Authentication</h2>
 <p><em>Libraries for implementing authentications schemes.</em></p>
 <ul>
 <li>OAuth<ul>
-<li><a href="http://peterhudec.github.io/authomatic/">Authomatic</a> - Simple but powerful framework agnostic authentication/authorization client package.</li>
-<li><a href="https://github.com/idan/oauthlib">OAuthLib</a> - A generic, spec-compliant, thorough implementation of the OAuth request-signing logic.</li>
-<li><a href="https://github.com/litl/rauth">rauth</a> - A Python library for OAuth 1.0/a, 2.0, and Ofly.</li>
-<li><a href="https://github.com/simplegeo/python-oauth2">python-oauth2</a> - A fully tested, abstract interface to creating OAuth clients and servers.</li>
-<li><a href="https://github.com/omab/python-social-auth">python-social-auth</a> - An easy-to-setup social authentication mechanism.</li>
+<li><a href="http://peterhudec.github.io/authomatic/">Authomatic</a> - Simple but powerful framework agnostic authentication/authorization client.</li>
+<li><a href="https://github.com/pennersr/django-allauth">django-allauth</a> - Authentication app for Django that "just works."</li>
 <li><a href="https://github.com/evonove/django-oauth-toolkit">django-oauth-toolkit</a> - OAuth2 goodies for the Djangonauts.</li>
 <li><a href="https://github.com/caffeinehit/django-oauth2-provider">django-oauth2-provider</a> - Providing OAuth2 access to Django app.</li>
-<li><a href="https://github.com/pennersr/django-allauth">django-allauth</a> - Authentication app for Django that "just works."</li>
 <li><a href="https://github.com/lepture/flask-oauthlib">Flask-OAuthlib</a> - OAuth 1.0/a, 2.0 implementation of client and provider for Flask.</li>
+<li><a href="https://github.com/idan/oauthlib">OAuthLib</a> - A generic and thorough implementation of the OAuth request-signing logic.</li>
+<li><a href="https://github.com/simplegeo/python-oauth2">python-oauth2</a> - A fully tested, abstract interface to creating OAuth clients and servers.</li>
+<li><a href="https://github.com/omab/python-social-auth">python-social-auth</a> - An easy-to-setup social authentication mechanism.</li>
+<li><a href="https://github.com/litl/rauth">rauth</a> - A Python library for OAuth 1.0/a, 2.0, and Ofly.</li>
 <li><a href="https://github.com/demianbrecht/sanction">sanction</a> - A dead simple OAuth2 client implementation.</li>
 </ul>
 </li>
 <li>Others<ul>
-<li><a href="https://github.com/progrium/pyjwt">PyJWT</a> - Implementation of the JSON Web Token draft 01.</li>
-<li><a href="https://github.com/davedoesdev/python-jwt">python-jwt</a> - Module for generating and verifying JSON Web Tokens.</li>
-<li><a href="https://github.com/brianloveswords/python-jws">python-jws</a> - Implementation of JSON Web Signatures draft 02.</li>
 <li><a href="https://github.com/demonware/jose">jose</a> - JavaScript Object Signing and Encryption draft implementation.</li>
+<li><a href="https://github.com/progrium/pyjwt">PyJWT</a> - Implementation of the JSON Web Token draft 01.</li>
+<li><a href="https://github.com/brianloveswords/python-jws">python-jws</a> - Implementation of JSON Web Signatures draft 02.</li>
+<li><a href="https://github.com/davedoesdev/python-jwt">python-jwt</a> - Module for generating and verifying JSON Web Tokens.</li>
 </ul>
 </li>
 </ul>
@@ -837,9 +834,9 @@
 <p><em>Libraries and tools for templating and lexing.</em></p>
 <ul>
 <li><a href="https://github.com/mitsuhiko/jinja2">Jinja2</a> - A modern and designer friendly templating language.</li>
+<li><a href="https://chameleon.readthedocs.org/">Chameleon</a> - An HTML/XML template engine. Modeled after ZPT, optimized for speed.</li>
 <li><a href="http://genshi.edgewall.org/">Genshi</a> - Python templating toolkit for generation of web-aware output.</li>
 <li><a href="http://www.makotemplates.org/">Mako</a> - Hyperfast and lightweight templating for the Python platform.</li>
-<li><a href="https://chameleon.readthedocs.org/">Chameleon</a> - An HTML/XML template engine. Modeled after ZPT, optimized for speed.</li>
 <li><a href="https://code.google.com/p/spitfire/">Spitfire</a> - A very fast Python template compiler.</li>
 </ul>
 <h2 id="queue">Queue</h2>
@@ -863,49 +860,48 @@
 <h2 id="news-feed">News Feed</h2>
 <p><em>Libraries for building user's activities.</em></p>
 <ul>
-<li><a href="https://github.com/tschellenbach/Feedly">Feedly</a> - A library to build newsfeed and notification systems using Cassandra and Redis.</li>
 <li><a href="https://github.com/justquick/django-activity-stream">django-activity-stream</a> - Generate generic activity streams from the actions on your site.</li>
+<li><a href="https://github.com/tschellenbach/Feedly">Feedly</a> - A library to build newsfeed and notification systems using Cassandra and Redis.</li>
 </ul>
 <h2 id="asset-management">Asset Management</h2>
 <p><em>Tools for managing, compressing and minifying website assets.</em></p>
 <ul>
 <li><a href="https://github.com/django-compressor/django-compressor">django-compressor</a> - Compresses linked and inline JavaScript or CSS into a single cached file.</li>
+<li><a href="http://code.larlet.fr/django-storages/">django-storages</a> - A collection of custom storage back ends for Django.</li>
+<li><a href="http://www.fanstatic.org/">fanstatic</a> - Packages, optimizes, and serves static file dependencies as Python packages.</li>
+<li><a href="http://fileconveyor.org/">File Conveyor</a> - A daemon to detect and sync files to CDNs, S3 and FTP.</li>
+<li><a href="http://flask-assets.readthedocs.org/">Flask-Assets</a> - Helps you integrate webassets into your Flask app.</li>
+<li><a href="http://gluecss.com">glue</a> - Glue is a simple command line tool to generate CSS sprites.</li>
 <li><a href="https://github.com/jaysonsantos/jinja-assets-compressor">jinja-assets-compressor</a> - A Jinja extension to compile and compress your assets.</li>
 <li><a href="http://webassets.readthedocs.org/">webassets</a> - Bundles, optimizes, and manages unique cache-busting URLs for static resources.</li>
-<li><a href="http://www.fanstatic.org/">fanstatic</a> - Packages, optimizes, and serves static file dependencies as Python packages.</li>
-<li><a href="http://fileconveyor.org/">fileconveyor</a> - Monitors changes, processes, and transports assets to CDNs and file storage systems.</li>
-<li><a href="http://code.larlet.fr/django-storages/">django-storages</a> - A collection of custom storage back ends for Django.</li>
-<li><a href="http://gluecss.com">glue</a> - Glue is a simple command line tool to generate CSS sprites.</li>
-<li><a href="http://hongminhee.org/libsass-python/">libsass-python</a> - A Python binding of <a href="https://github.com/hcatlin/libsass">libsass</a>, the reference implementation of SASS/SCSS.</li>
-<li><a href="http://flask-assets.readthedocs.org/">Flask-Assets</a> - Helps you integrate webassets into your Flask app.</li>
 </ul>
 <h2 id="caching">Caching</h2>
 <p><em>Libraries for caching data.</em></p>
 <ul>
 <li><a href="http://beaker.readthedocs.org/">Beaker</a> - A library for caching and sessions for use with web applications and stand-alone Python scripts and applications.</li>
+<li><a href="https://github.com/jbalogh/django-cache-machine">django-cache-machine</a> - Automatic caching and invalidation for Django models.</li>
+<li><a href="https://github.com/Suor/django-cacheops">django-cacheops</a> - A slick ORM cache with automatic granular event-driven invalidation.</li>
+<li><a href="https://github.com/5monkeys/django-viewlet">django-viewlet</a> - Render template parts with extended cache control.</li>
 <li><a href="http://dogpilecache.readthedocs.org/">dogpile.cache</a> - dogpile.cache is next generation replacement for Beaker made by same authors.</li>
 <li><a href="https://pypi.python.org/pypi/HermesCache">HermesCache</a> - Python caching library with tag-based invalidation and dogpile effect prevention.</li>
-<li><a href="https://github.com/jbalogh/django-cache-machine">django-cache-machine</a> - Automatic caching and invalidation for Django models through the ORM.</li>
-<li><a href="https://github.com/Suor/django-cacheops">django-cacheops</a> - A slick ORM cache with automatic granular event-driven invalidation.</li>
 <li><a href="https://github.com/jmoiron/johnny-cache">johnny-cache</a> - A caching framework for django applications.</li>
-<li><a href="https://github.com/5monkeys/django-viewlet">django-viewlet</a> - Render template parts with extended cache control.</li>
 <li><a href="https://github.com/lericson/pylibmc">pylibmc</a> - A Python wrapper around the <a href="http://libmemcached.org/libMemcached.html">libmemcached</a> interface.</li>
 </ul>
 <h2 id="email">Email</h2>
 <p><em>Libraries for sending and parsing email.</em></p>
 <ul>
-<li><a href="https://github.com/kennethreitz/inbox.py">inbox.py</a> - Python SMTP Server for Humans.</li>
+<li><a href="https://github.com/StreetVoice/django-celery-ses">django-celery-ses</a> - Django email back end with AWS SES and Celery.</li>
+<li><a href="http://tomekwojcik.github.io/envelopes/">envelopes</a> - Mailing for human beings.</li>
+<li><a href="https://github.com/mailgun/flanker">flanker</a> - A email address and Mime parsing library.</li>
 <li><a href="https://github.com/martinrusev/imbox">imbox</a> - Python IMAP for Humans.</li>
+<li><a href="https://github.com/kennethreitz/inbox.py">inbox.py</a> - Python SMTP Server for Humans.</li>
 <li><a href="https://github.com/inboxapp/inbox">inbox</a> - The open source email toolkit.</li>
 <li><a href="https://github.com/zedshaw/lamson">lamson</a> - Pythonic SMTP Application Server.</li>
-<li><a href="https://github.com/mailgun/flanker">flanker</a> - A email address and Mime parsing library.</li>
-<li><a href="https://github.com/marrow/marrow.mailer">marrow.mailer</a> - High-performance extensible mail delivery framework.</li>
-<li><a href="https://github.com/StreetVoice/django-celery-ses">django-celery-ses</a> - Django email back end with AWS SES and Celery.</li>
-<li><a href="https://github.com/tonioo/modoboa">modoboa</a> - A mail hosting and management platform including a modern and simplified Web UI.</li>
-<li><a href="http://tomekwojcik.github.io/envelopes/">envelopes</a> - Mailing for human beings.</li>
 <li><a href="https://github.com/WoLpH/mailjet">mailjet</a> - Mailjet API implementation for batch mailing, statistics and more.</li>
-<li><a href="https://github.com/mailgun/talon">Talon</a> - Mailgun library to extract message quotations and signatures.</li>
+<li><a href="https://github.com/marrow/marrow.mailer">marrow.mailer</a> - High-performance extensible mail delivery framework.</li>
+<li><a href="https://github.com/tonioo/modoboa">modoboa</a> - A mail hosting and management platform including a modern and simplified Web UI.</li>
 <li><a href="http://www.magiksys.net/pyzmail/">pyzmail</a> - Compose, send and parse emails.</li>
+<li><a href="https://github.com/mailgun/talon">Talon</a> - Mailgun library to extract message quotations and signatures.</li>
 </ul>
 <h2 id="internationalization">Internationalization</h2>
 <p><em>Libraries for working with i18n.</em></p>
@@ -926,71 +922,70 @@
 <p><em>Libraries for working with HTML and XML.</em></p>
 <ul>
 <li><a href="http://www.crummy.com/software/BeautifulSoup/bs4/doc/">BeautifulSoup</a> - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.</li>
-<li><a href="http://lxml.de/">lxml</a> - A very fast, easy-to-use and versatile library for handling HTML and XML.</li>
-<li><a href="https://github.com/html5lib/html5lib-python">html5lib</a> - A standards-compliant library for parsing and serializing HTML documents and fragments.</li>
-<li><a href="https://github.com/gawel/pyquery">pyquery</a> - A jQuery-like library for parsing HTML.</li>
-<li><a href="https://pypi.python.org/pypi/cssutils/">cssutils</a> - A CSS library for Python.</li>
-<li><a href="https://github.com/mitsuhiko/markupsafe">MarkupSafe</a> - Implements a XML/HTML/XHTML Markup safe string for Python.</li>
 <li><a href="http://bleach.readthedocs.org/">bleach</a> - A whitelist-based HTML sanitization and text linkification library.</li>
-<li><a href="https://github.com/martinblech/xmltodict">xmltodict</a> - Working with XML feel like you are working with JSON.</li>
-<li><a href="https://github.com/chrisglass/xhtml2pdf">xhtml2pdf</a> - HTML/CSS to PDF converter.</li>
+<li><a href="https://pypi.python.org/pypi/cssutils/">cssutils</a> - A CSS library for Python.</li>
+<li><a href="https://github.com/html5lib/html5lib-python">html5lib</a> - A standards-compliant library for parsing and serializing HTML documents and fragments.</li>
+<li><a href="http://lxml.de/">lxml</a> - A very fast, easy-to-use and versatile library for handling HTML and XML.</li>
+<li><a href="https://github.com/mitsuhiko/markupsafe">MarkupSafe</a> - Implements a XML/HTML/XHTML Markup safe string for Python.</li>
+<li><a href="https://github.com/gawel/pyquery">pyquery</a> - A jQuery-like library for parsing HTML.</li>
 <li><a href="https://github.com/stchris/untangle">untangle</a> - Converts XML documents to Python objects for easy access.</li>
+<li><a href="https://github.com/chrisglass/xhtml2pdf">xhtml2pdf</a> - HTML/CSS to PDF converter.</li>
+<li><a href="https://github.com/martinblech/xmltodict">xmltodict</a> - Working with XML feel like you are working with JSON.</li>
 </ul>
 <h2 id="web-crawling">Web Crawling</h2>
 <p><em>Libraries for scraping websites.</em></p>
 <ul>
 <li><a href="http://scrapy.org/">Scrapy</a> - A fast high-level screen scraping and web crawling framework.</li>
-<li><a href="https://github.com/scrapinghub/portia">portia</a> - Visual scraping for Scrapy.</li>
-<li><a href="http://pythonhosted.org/feedparser/">feedparser</a> - Universal feed parser.</li>
-<li><a href="https://github.com/jmcarp/robobrowser">RoboBrowser</a> - A simple, Pythonic library for browsing the web without a standalone web browser.</li>
-<li><a href="https://github.com/hickford/MechanicalSoup">MechanicalSoup</a> - A Python library for automating interaction with websites.</li>
-<li><a href="http://wwwsearch.sourceforge.net/mechanize/">mechanize</a> - Stateful programmatic web browsing.</li>
-<li><a href="https://github.com/matiasb/demiurge">Demiurge</a> - PyQuery-based scraping micro-framework.</li>
 <li><a href="https://github.com/chineking/cola">cola</a> - A distributed crawling framework.</li>
-<li><a href="https://github.com/binux/pyspider">pyspider</a> - A powerful spider system.</li>
+<li><a href="https://github.com/matiasb/demiurge">Demiurge</a> - PyQuery-based scraping micro-framework.</li>
+<li><a href="http://pythonhosted.org/feedparser/">feedparser</a> - Universal feed parser.</li>
 <li><a href="http://grablib.org/">Grab</a> - Site scraping framework.</li>
+<li><a href="https://github.com/hickford/MechanicalSoup">MechanicalSoup</a> - A Python library for automating interaction with websites.</li>
+<li><a href="https://github.com/scrapinghub/portia">portia</a> - Visual scraping for Scrapy.</li>
+<li><a href="https://github.com/binux/pyspider">pyspider</a> - A powerful spider system.</li>
+<li><a href="https://github.com/jmcarp/robobrowser">RoboBrowser</a> - A simple, Pythonic library for browsing the web without a standalone web browser.</li>
 </ul>
 <h2 id="web-content-extracting">Web Content Extracting</h2>
 <p><em>Libraries for extracting web contents.</em></p>
 <ul>
-<li><a href="https://github.com/codelucas/newspaper">newspaper</a> - News extraction, article extraction and content curation in Python.</li>
+<li><a href="https://github.com/vinta/Haul">Haul</a> - An Extensible Image Crawler.</li>
 <li><a href="https://github.com/Alir3z4/html2text">html2text</a> - Convert HTML to Markdown-formatted text.</li>
-<li><a href="https://github.com/grangier/python-goose">python-goose</a> - HTML Content/Article Extractor.</li>
 <li><a href="https://github.com/michaelhelmick/lassie">lassie</a> - Web Content Retrieval for Humans.</li>
 <li><a href="https://github.com/coleifer/micawber">micawber</a> - A small library for extracting rich content from URLs.</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/vinta/Haul">Haul</a> - An Extensible Image Crawler.</li>
-<li><a href="https://github.com/buriy/python-readability">python-readability</a> - Fast Python port of arc90's readability tool.</li>
+<li><a href="https://github.com/codelucas/newspaper">newspaper</a> - News extraction, article extraction and content curation in Python.</li>
 <li><a href="https://github.com/erikriver/opengraph">opengraph</a> - A Python module to parse the Open Graph Protocol</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/grangier/python-goose">python-goose</a> - HTML Content/Article Extractor.</li>
+<li><a href="https://github.com/buriy/python-readability">python-readability</a> - Fast Python port of arc90's readability tool.</li>
 <li><a href="https://github.com/Alir3z4/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/deanmalmgren/textract">textract</a> - Extract text from any document, Word, PowerPoint, PDFs, etc.</li>
 </ul>
 <h2 id="forms">Forms</h2>
 <p><em>Libraries for working with forms.</em></p>
 <ul>
-<li><a href="http://wtforms.readthedocs.org/">WTForms</a> - A flexible forms validation and rendering library.</li>
-<li><a href="http://wtforms-json.readthedocs.org/">WTForms-JSON</a> - A WTForms extension for JSON data handling.</li>
 <li><a href="http://deform.readthedocs.org/">Deform</a> - Python HTML form generation library influenced by the formish form generation library.</li>
 <li><a href="https://github.com/dyve/django-bootstrap3">django-bootstrap3</a> - Bootstrap 3 integration with Django.</li>
 <li><a href="http://django-crispy-forms.readthedocs.org/">django-crispy-forms</a> - A Django app which lets you create beautiful forms in a very elegant and DRY way.</li>
 <li><a href="https://github.com/WiserTogether/django-remote-forms">django-remote-forms</a> - A platform independent Django form serializer.</li>
+<li><a href="http://wtforms-json.readthedocs.org/">WTForms-JSON</a> - A WTForms extension for JSON data handling.</li>
+<li><a href="http://wtforms.readthedocs.org/">WTForms</a> - A flexible forms validation and rendering library.</li>
 </ul>
 <h2 id="data-validation">Data Validation</h2>
 <p><em>Libraries for validating data. Used for forms in many cases.</em></p>
 <ul>
 <li><a href="http://python-cerberus.org">Cerberus</a> - A mappings-validator with a variety of rules, normalization-features and simple customization that uses a pythonic schema-definition.</li>
-<li><a href="https://github.com/alecthomas/voluptuous">voluptuous</a> - A Python data validation library. It is primarily intended for validating data coming into Python as JSON, YAML, etc.</li>
 <li><a href="http://docs.pylonsproject.org/projects/colander/">colander</a> - A system for validating and deserializing data obtained via XML, JSON, an HTML form post or any other equally simple data serialization.</li>
+<li><a href="https://github.com/ambitioninc/kmatch">kmatch</a> - A language for matching/validating/filtering Python dictionaries.</li>
 <li><a href="https://github.com/halst/schema">schema</a> - A library for validating Python data structures.</li>
 <li><a href="https://github.com/schematics/schematics">Schematics</a> - Data Structure Validation.</li>
-<li><a href="https://github.com/ambitioninc/kmatch">kmatch</a> - A language for matching/validating/filtering Python dictionaries.</li>
 <li><a href="https://github.com/podio/valideer">valideer</a> - Lightweight extensible data validation and adaptation library.</li>
+<li><a href="https://github.com/alecthomas/voluptuous">voluptuous</a> - A Python data validation library. It is primarily intended for validating data coming into Python as JSON, YAML, etc.</li>
 </ul>
 <h2 id="anti-spam">Anti-spam</h2>
 <p><em>Libraries for fighting spam.</em></p>
 <ul>
-<li><a href="https://github.com/moqada/django-simple-spam-blocker">django-simple-spam-blocker</a> - Simple spam blocker for Django.</li>
 <li><a href="https://github.com/mbi/django-simple-captcha">django-simple-captcha</a> - A simple and highly customizable Django app to add captcha images to any Django form.</li>
+<li><a href="https://github.com/moqada/django-simple-spam-blocker">django-simple-spam-blocker</a> - Simple spam blocker for Django.</li>
 </ul>
 <h2 id="tagging">Tagging</h2>
 <p><em>Libraries for tagging items.</em></p>
@@ -1001,11 +996,11 @@
 <p><em>Libraries for administrative interfaces.</em></p>
 <ul>
 <li><a href="https://github.com/Eugeny/ajenti">Ajenti</a> - The admin panel your servers deserve.</li>
-<li><a href="http://grappelliproject.com">Grappelli</a> – A jazzy skin for the Django Admin-Interface.</li>
 <li><a href="http://djangosuit.com/">django-suit</a> - Alternative Django Admin-Interface (free only for Non-commercial use).</li>
 <li><a href="https://github.com/sshwsfc/django-xadmin">django-xadmin</a> - Drop-in replacement of Django admin comes with lots of goodies.</li>
 <li><a href="https://github.com/mrjoes/flask-admin">flask-admin</a> - Simple and extensible administrative interface framework for Flask.</li>
 <li><a href="https://github.com/mher/flower">flower</a> - Real-time monitor and web admin for Celery.</li>
+<li><a href="http://grappelliproject.com">Grappelli</a> – A jazzy skin for the Django Admin-Interface.</li>
 </ul>
 <h2 id="static-site-generator">Static Site Generator</h2>
 <p><em>Static site generator is a software that takes some text + templates as input and produces HTML files on the output.</em></p>
@@ -1020,24 +1015,24 @@
 <p><em>Libraries for starting and communicating with OS processes.</em></p>
 <ul>
 <li><a href="https://github.com/kennethreitz/envoy">envoy</a> - Python <a href="https://docs.python.org/2/library/subprocess.html">subprocess</a> for Humans™.</li>
-<li><a href="https://github.com/amoffat/sh">sh</a> - A full-fledged subprocess replacement for Python.</li>
 <li><a href="http://sarge.readthedocs.org/">sarge</a> - Yet another wrapper for subprocess.</li>
+<li><a href="https://github.com/amoffat/sh">sh</a> - A full-fledged subprocess replacement for Python.</li>
 </ul>
 <h2 id="concurrency-and-parallelism">Concurrency and Parallelism</h2>
 <p><em>Libraries for concurrent and parallel execution.</em></p>
 <ul>
 <li><a href="https://docs.python.org/2/library/multiprocessing.html">multiprocessing</a> - (Python standard library) Process-based "threading" interface.</li>
 <li><a href="https://docs.python.org/2/library/threading.html">threading</a> - (Python standard library) Higher-level threading interface.</li>
-<li><a href="http://www.gevent.org/">gevent</a> - A coroutine-based Python networking library that uses <a href="https://github.com/python-greenlet/greenlet">greenlet</a>.</li>
 <li><a href="http://eventlet.net/">eventlet</a> - Asynchronous framework with WSGI support.</li>
+<li><a href="http://www.gevent.org/">gevent</a> - A coroutine-based Python networking library that uses <a href="https://github.com/python-greenlet/greenlet">greenlet</a>.</li>
 <li><a href="https://github.com/madisonmay/Tomorrow">Tomorrow</a> - Magic decorator syntax for asynchronous code.</li>
 </ul>
 <h2 id="networking">Networking</h2>
 <p><em>Libraries for networking programming.</em></p>
 <ul>
 <li><a href="https://docs.python.org/3/library/asyncio.html">asyncio</a> - (Python standard library in Python 3.4+) Asynchronous I/O, event loop, coroutines and tasks.</li>
-<li><a href="https://twistedmatrix.com/trac/">Twisted</a> - An event-driven networking engine.</li>
 <li><a href="http://www.tornadoweb.org/">Tornado</a> - A Web framework and asynchronous networking library.</li>
+<li><a href="https://twistedmatrix.com/trac/">Twisted</a> - An event-driven networking engine.</li>
 <li><a href="https://github.com/quantmind/pulsar">pulsar</a> - Event-driven concurrent framework for Python.</li>
 <li><a href="https://github.com/jamwt/diesel">diesel</a> - Greenlet-based event I/O Framework for Python.</li>
 <li><a href="http://zeromq.github.io/pyzmq/">pyzmq</a> - A Python wrapper for the ZeroMQ message library.</li>
@@ -1046,63 +1041,63 @@
 <h2 id="websocket">WebSocket</h2>
 <p><em>Libraries for working with WebSocket.</em></p>
 <ul>
-<li><a href="https://github.com/crossbario/crossbar/">Crossbar</a> - Open-source Unified Application Router (Websocket &amp; WAMP for Python on Autobahn).</li>
 <li><a href="https://github.com/tavendo/AutobahnPython">AutobahnPython</a> - WebSocket &amp; WAMP for Python on Twisted and <a href="https://docs.python.org/3/library/asyncio.html">asyncio</a>.</li>
+<li><a href="https://github.com/crossbario/crossbar/">Crossbar</a> - Open-source Unified Application Router (Websocket &amp; WAMP for Python on Autobahn).</li>
 <li><a href="https://github.com/Lawouach/WebSocket-for-Python">WebSocket-for-Python</a> - WebSocket client and server library for Python 2 and 3 as well as PyPy.</li>
 </ul>
 <h2 id="wsgi-servers">WSGI Servers</h2>
 <p><em>WSGI-compatible web servers.</em></p>
 <ul>
+<li><a href="http://pypi.python.org/pypi/gunicorn">gunicorn</a> - Pre-forked, partly written in C.</li>
 <li><a href="https://uwsgi-docs.readthedocs.org/en/latest/">uwsgi</a> - A project aims at developing a full stack for building hosting services, written in C.</li>
-<li><a href="http://werkzeug.pocoo.org/">Werkzeug</a> - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.</li>
+<li><a href="http://pypi.python.org/pypi/bjoern">bjoern</a> - Asynchronous, very fast and written in C.</li>
+<li><a href="http://www.fapws.org/">fapws3</a> - Asynchronous (network side only), written in C.</li>
+<li><a href="http://pypi.python.org/pypi/meinheld">meinheld</a> - Asynchronous, partly written in C.</li>
+<li><a href="https://github.com/hivesolutions/netius">netius</a> - Asynchronous, very fast.</li>
 <li><a href="http://pythonpaste.org/">paste</a> - Multi-threaded, stable, tried and tested.</li>
 <li><a href="http://pypi.python.org/pypi/rocket">rocket</a> - Multi-threaded.</li>
 <li><a href="https://waitress.readthedocs.org/">waitress</a> - Multi-threaded, poweres Pyramid.</li>
-<li><a href="https://github.com/hivesolutions/netius">netius</a> - Asynchronous, very fast.</li>
-<li><a href="http://pypi.python.org/pypi/gunicorn">gunicorn</a> - Pre-forked, partly written in C.</li>
-<li><a href="http://www.fapws.org/">fapws3</a> - Asynchronous (network side only), written in C.</li>
-<li><a href="http://pypi.python.org/pypi/meinheld">meinheld</a> - Asynchronous, partly written in C.</li>
-<li><a href="http://pypi.python.org/pypi/bjoern">bjoern</a> - Asynchronous, very fast and written in C.</li>
+<li><a href="http://werkzeug.pocoo.org/">Werkzeug</a> - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.</li>
 </ul>
 <h2 id="rpc-servers">RPC Servers</h2>
 <p><em>RPC-compatible servers.</em></p>
 <ul>
-<li><a href="https://docs.python.org/2/library/simplexmlrpcserver.html">SimpleXMLRPCServer</a> - (Python standard library) Simple XML-RPC server implementation, single-threaded.</li>
 <li><a href="https://github.com/joshmarshall/jsonrpclib/">SimpleJSONRPCServer</a> - This library is an implementation of the JSON-RPC specification.</li>
+<li><a href="https://docs.python.org/2/library/simplexmlrpcserver.html">SimpleXMLRPCServer</a> - (Python standard library) Simple XML-RPC server implementation, single-threaded.</li>
 <li><a href="https://github.com/dotcloud/zerorpc-python">zeroRPC</a> - zerorpc is a flexible RPC implementation based on <a href="http://zeromq.org/">ZeroMQ</a> and <a href="http://msgpack.org/">MessagePack</a>.</li>
 </ul>
 <h2 id="cryptography">Cryptography</h2>
 <ul>
-<li><a href="https://www.dlitz.net/software/pycrypto/">PyCrypto</a> - The Python Cryptography Toolkit.</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://cryptography.io/">cryptography</a> - A package designed to expose cryptographic primitives and recipes to Python developers.</li>
-<li><a href="https://github.com/pyca/pynacl">PyNacl</a> - Python binding to the Networking and Cryptography (NaCl) library.</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://pythonhosted.org/passlib/">Passlib</a> - Secure password storage/hashing library, very high level.</li>
+<li><a href="https://www.dlitz.net/software/pycrypto/">PyCrypto</a> - The Python Cryptography Toolkit.</li>
+<li><a href="https://github.com/pyca/pynacl">PyNacl</a> - Python binding to the Networking and Cryptography (NaCl) library.</li>
 </ul>
 <h2 id="gui">GUI</h2>
 <p><em>Libraries for working with graphical user interface applications.</em></p>
 <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://github.com/nucleic/enaml">enaml</a> - Creating beautiful user-interfaces with Declaratic Syntax like QML.</li>
+<li><a href="http://kivy.org/">kivy</a> - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.</li>
+<li><a href="http://www.pyglet.org/">pyglet</a> - A cross-platform windowing and multimedia library for Python.</li>
 <li><a href="http://www.riverbankcomputing.co.uk/software/pyqt/intro">PyQt</a> - Python bindings for the <a href="http://qt-project.org/">Qt</a> cross-platform application and UI framework, with support for both Qt v4 and Qt v5 frameworks.</li>
 <li><a href="http://qt-project.org/wiki/pyside">PySide</a> - Python bindings for the <a href="http://qt-project.org/">Qt</a> cross-platform application and UI framework, supporting the Qt v4 framework.</li>
-<li><a href="http://wxpython.org/">wxPython</a> - A blending of the wxWidgets C++ class library with the Python.</li>
-<li><a href="http://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://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="http://urwid.org/">urwid</a> - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.</li>
-<li><a href="http://www.pyglet.org/">pyglet</a> - A cross-platform windowing and multimedia library for Python.</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/nucleic/enaml">enaml</a> - Creating beautiful user-interfaces with Declaratic Syntax like QML.</li>
 <li><a href="https://github.com/pybee/toga">Toga</a> - A Python native, OS native GUI toolkit.</li>
+<li><a href="http://urwid.org/">urwid</a> - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.</li>
+<li><a href="http://wxpython.org/">wxPython</a> - A blending of the wxWidgets C++ class library with the Python.</li>
 </ul>
 <h2 id="game-development">Game Development</h2>
 <p><em>Awesome game development libraries.</em></p>
 <ul>
-<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://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://pysdl2.readthedocs.org/">PySDL2</a> - A ctypes based wrapper for the SDL2 library.</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.org/">PySDL2</a> - A ctypes based wrapper for the SDL2 library.</li>
 <li><a href="http://www.python-sfml.org/">PySFML</a> - Python bindings for <a href="http://www.sfml-dev.org/">SFML</a></li>
 <li><a href="http://www.renpy.org/">RenPy</a> - A Visual Novel engine.</li>
 </ul>
@@ -1111,39 +1106,39 @@
 <ul>
 <li><a href="https://docs.python.org/2/library/logging.html">logging</a> - (Python standard library) Logging facility for Python.</li>
 <li><a href="http://pythonhosted.org/Logbook/">logbook</a> - Logging replacement for Python.</li>
-<li><a href="https://pypi.python.org/pypi/sentry">Sentry</a> - A realtime logging and aggregation server.</li>
-<li><a href="http://raven.readthedocs.org/">Raven</a> - The Python client for Sentry.</li>
 <li><a href="https://eliot.readthedocs.org/">Eliot</a> - Logging for complex &amp; distributed systems.</li>
+<li><a href="http://raven.readthedocs.org/">Raven</a> - The Python client for Sentry.</li>
+<li><a href="https://pypi.python.org/pypi/sentry">Sentry</a> - A realtime logging and aggregation server.</li>
 </ul>
 <h2 id="testing">Testing</h2>
 <p><em>Libraries for testing codebases and generating test data.</em></p>
 <ul>
 <li>Testing Frameworks<ul>
 <li><a href="https://docs.python.org/2/library/unittest.html">unittest</a> - (Python standard library) Unit testing framework.</li>
-<li><a href="https://nose.readthedocs.org/">nose</a> - nose extends unittest.</li>
-<li><a href="http://pytest.org/">pytest</a> - A mature full-featured Python testing tool.</li>
-<li><a href="https://nestorsalceda.github.io/mamba">mamba</a> - The definitive testing tool for Python. Born under the banner of BDD.</li>
 <li><a href="https://github.com/benjamin-hodgson/Contexts">contexts</a> - A BDD framework for Python 3.3+. Inspired by C#'s <code>Machine.Specifications</code>.</li>
-<li><a href="https://github.com/drslump/pyshould">pyshould</a> - Should style asserts based on <a href="https://github.com/hamcrest/PyHamcrest">PyHamcrest</a>.</li>
-<li><a href="http://heynemann.github.io/pyvows/">pyvows</a> - BDD style testing for Python. Inspired by <a href="http://vowsjs.org/">Vows.js</a>.</li>
 <li><a href="https://github.com/DRMacIver/hypothesis">hypothesis</a> - Hypothesis is an advanced Quickcheck style property based testing library.</li>
+<li><a href="https://nestorsalceda.github.io/mamba">mamba</a> - The definitive testing tool for Python. Born under the banner of BDD.</li>
+<li><a href="https://nose.readthedocs.org/">nose</a> - nose extends unittest.</li>
+<li><a href="https://github.com/drslump/pyshould">pyshould</a> - Should style asserts based on <a href="https://github.com/hamcrest/PyHamcrest">PyHamcrest</a>.</li>
+<li><a href="http://pytest.org/">pytest</a> - A mature full-featured Python testing tool.</li>
+<li><a href="http://heynemann.github.io/pyvows/">pyvows</a> - BDD style testing for Python. Inspired by <a href="http://vowsjs.org/">Vows.js</a>.</li>
 <li><a href="https://github.com/robotframework/robotframework">Robot Framework</a> - A generic test automation framework.</li>
 </ul>
 </li>
 <li>Web Testing<ul>
 <li><a href="https://pypi.python.org/pypi/selenium">Selenium</a> - Python bindings for <a href="http://www.seleniumhq.org/">Selenium</a> WebDriver.</li>
-<li><a href="http://splinter.cobrateam.info/">splinter</a> - Open source tool for testing web applications.</li>
 <li><a href="https://github.com/locustio/locust">locust</a> - Scalable user load testing tool written in Python.</li>
 <li><a href="https://github.com/seatgeek/sixpack">sixpack</a> - A language-agnostic A/B Testing framework.</li>
+<li><a href="https://splinter.readthedocs.org/en/latest/">splinter</a> - Open source tool for testing web applications.</li>
 </ul>
 </li>
 <li>Mock<ul>
-<li><a href="https://pypi.python.org/pypi/mock">mock</a> - A Python Mocking and Patching Library for Testing.</li>
-<li><a href="https://github.com/dropbox/responses">responses</a> - A utility library for mocking out the requests Python library.</li>
 <li><a href="https://pypi.python.org/pypi/doublex">doublex</a> - Powerful test doubles framework for Python.</li>
 <li><a href="https://github.com/spulec/freezegun">freezegun</a> - Travel through time by mocking the datetime module.</li>
-<li><a href="http://falcao.it/HTTPretty/">httpretty</a> - HTTP request mock tool for Python.</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="http://falcao.it/HTTPretty/">httpretty</a> - HTTP request mock tool for Python.</li>
+<li><a href="https://pypi.python.org/pypi/mock">mock</a> - A Python Mocking and Patching Library for Testing.</li>
+<li><a href="https://github.com/dropbox/responses">responses</a> - A utility library for mocking out the requests Python library.</li>
 </ul>
 </li>
 <li>Code Coverage<ul>
@@ -1151,9 +1146,9 @@
 </ul>
 </li>
 <li>Fake Data<ul>
-<li><a href="http://www.joke2k.net/faker/">faker</a> - A Python package that generates fake data.</li>
-<li><a href="https://github.com/emirozer/fake2db">fake2db</a> - Fake database generator.</li>
 <li><a href="https://github.com/rbarrois/factory_boy">factory_boy</a> - A test fixtures replacement for Python.</li>
+<li><a href="https://github.com/emirozer/fake2db">fake2db</a> - Fake database generator.</li>
+<li><a href="http://www.joke2k.net/faker/">faker</a> - A Python package that generates fake data.</li>
 <li><a href="https://mixer.readthedocs.org">mixer</a> - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc.</li>
 <li><a href="https://github.com/vandersonmota/model_mommy">model_mommy</a> - Creating random fixtures for testing in Django.</li>
 <li><a href="https://pypi.python.org/pypi/radar">radar</a> - Generate random datetime / time.</li>
@@ -1168,9 +1163,9 @@
 <p><em>Libraries and tools for analysing, parsing and manipulation codebases.</em></p>
 <ul>
 <li>Code Analysis<ul>
-<li><a href="https://github.com/yinwang0/pysonar2">pysonar2</a> - A type inferencer and indexer for Python.</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/scottrogowski/code2flow">code2flow</a> - Turn your Python and JavaScript code into DOT flowcharts.</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/yinwang0/pysonar2">pysonar2</a> - A type inferencer and indexer for Python.</li>
 </ul>
 </li>
 <li>Linter<ul>
@@ -1184,54 +1179,54 @@
 <p><em>Libraries for debugging code.</em></p>
 <ul>
 <li><a href="https://pypi.python.org/pypi/ipdb">ipdb</a> - IPython-enabled <a href="https://docs.python.org/2/library/pdb.html">pdb</a>.</li>
-<li><a href="https://github.com/Kozea/wdb">wdb</a> - An improbable web debugger through WebSockets.</li>
-<li><a href="http://winpdb.org/">winpdb</a> - A Platform Independent Python Debugger with GUI, capable of remote debugging based on rpdb2.</li>
-<li><a href="https://pypi.python.org/pypi/pudb">pudb</a> – A full-screen, console-based Python debugger.</li>
-<li><a href="https://github.com/google/pyringe">pyringe</a> - Debugger capable of attaching to and injecting code into Python processes.</li>
-<li><a href="https://github.com/WoLpH/python-statsd">python-statsd</a> - Python Client for the <a href="https://github.com/etsy/statsd/">statsd</a> server.</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/what-studio/profiling">profiling</a> - An interactive Python profiler.</li>
 <li><a href="https://github.com/django-debug-toolbar/django-debug-toolbar">django-debug-toolbar</a> - Display various debug information about the current request/response.</li>
 <li><a href="https://github.com/dcramer/django-devserver">django-devserver</a> - A drop-in replacement for Django's runserver.</li>
 <li><a href="https://github.com/mgood/flask-debugtoolbar">flask-debugtoolbar</a> - A port of the django-debug-toolbar to flask.</li>
-<li><a href="https://github.com/eliben/pyelftools">pyelftools</a> - A pure-Python library for parsing and analyzing ELF files and DWARF debugging information.</li>
 <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/what-studio/profiling">profiling</a> - An interactive Python profiler.</li>
+<li><a href="https://pypi.python.org/pypi/pudb">pudb</a> – A full-screen, console-based Python debugger.</li>
+<li><a href="https://github.com/eliben/pyelftools">pyelftools</a> - A pure-Python library for parsing and analyzing ELF files and DWARF debugging information.</li>
+<li><a href="https://github.com/google/pyringe">pyringe</a> - Debugger capable of attaching to and injecting code into Python processes.</li>
+<li><a href="https://github.com/WoLpH/python-statsd">python-statsd</a> - Python Client for the <a href="https://github.com/etsy/statsd/">statsd</a> server.</li>
+<li><a href="https://github.com/Kozea/wdb">wdb</a> - An improbable web debugger through WebSockets.</li>
+<li><a href="http://winpdb.org/">winpdb</a> - A Platform Independent Python Debugger with GUI, capable of remote debugging based on rpdb2.</li>
 </ul>
 <h2 id="science-and-data-analysis">Science and Data Analysis</h2>
 <p><em>Libraries for scientific computing and data analyzing.</em></p>
 <ul>
-<li><a href="http://www.scipy.org/">SciPy</a> - A Python-based ecosystem of open-source software for mathematics, science, and engineering.</li>
-<li><a href="http://www.numpy.org/">NumPy</a> - A fundamental package for scientific computing with Python.</li>
-<li><a href="http://numba.pydata.org/">Numba</a> - Python JIT (just in time) complier to LLVM aimed at scientific Python by the developers of Cython and NumPy.</li>
-<li><a href="https://networkx.github.io/">NetworkX</a> - A high-productivity software for complex networks.</li>
-<li><a href="http://pandas.pydata.org/">Pandas</a> - A library providing high-performance, easy-to-use data structures and data analysis tools.</li>
-<li><a href="https://github.com/avelino/mining">Open Mining</a> - Business Intelligence (BI) in Python (Pandas web interface)</li>
-<li><a href="https://github.com/pymc-devs/pymc3">PyMC</a> - Markov Chain Monte Carlo sampling toolkit.</li>
-<li><a href="https://github.com/quantopian/zipline">zipline</a> - A Pythonic algorithmic trading library.</li>
-<li><a href="https://pydy.org/">PyDy</a> - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion based around NumPy, SciPy, IPython, and matplotlib.</li>
-<li><a href="https://github.com/sympy/sympy">SymPy</a> - A Python library for symbolic mathematics.</li>
-<li><a href="https://github.com/statsmodels/statsmodels">statsmodels</a> - Statistical modeling and econometrics in Python.</li>
 <li><a href="http://www.astropy.org/">astropy</a> - A community Python library for Astronomy.</li>
-<li><a href="http://orange.biolab.si/">orange</a> - Data mining, data visualization, analysis and machine learning through visual programming or Python scripting.</li>
-<li><a href="http://www.rdkit.org/">RDKit</a> - Cheminformatics and Machine Learning Software.</li>
-<li><a href="http://openbabel.org/wiki/Main_Page">Open Babel</a> - A chemical toolbox designed to speak the many languages of chemical data.</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://biopython.org/wiki/Main_Page">Biopython</a> - Biopython is a set of freely available tools for biological computation.</li>
-<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/bcbio-nextgen">bcbio-nextgen</a> - A toolkit providing best-practice pipelines for fully automated high throughput sequencing 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://blaze.pydata.org/en/latest/">blaze</a> - NumPy and Pandas interface to Big Data.</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="https://networkx.github.io/">NetworkX</a> - A high-productivity software for complex networks.</li>
+<li><a href="http://numba.pydata.org/">Numba</a> - Python JIT (just in time) complier to LLVM aimed at scientific Python by the developers of Cython and NumPy.</li>
+<li><a href="http://www.numpy.org/">NumPy</a> - A fundamental package for scientific computing with Python.</li>
+<li><a href="http://openbabel.org/wiki/Main_Page">Open Babel</a> - A chemical toolbox designed to speak the many languages of chemical data.</li>
+<li><a href="https://github.com/avelino/mining">Open Mining</a> - Business Intelligence (BI) in Python (Pandas web interface)</li>
+<li><a href="http://orange.biolab.si/">orange</a> - Data mining, data visualization, analysis and machine learning through visual programming or Python scripting.</li>
+<li><a href="http://pandas.pydata.org/">Pandas</a> - A library providing high-performance, easy-to-use data structures and data analysis tools.</li>
+<li><a href="https://pydy.org/">PyDy</a> - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion based around NumPy, SciPy, IPython, and matplotlib.</li>
+<li><a href="https://github.com/pymc-devs/pymc3">PyMC</a> - Markov Chain Monte Carlo sampling toolkit.</li>
+<li><a href="http://www.rdkit.org/">RDKit</a> - Cheminformatics and Machine Learning Software.</li>
+<li><a href="http://www.scipy.org/">SciPy</a> - A Python-based ecosystem of open-source software for mathematics, science, and engineering.</li>
+<li><a href="https://github.com/statsmodels/statsmodels">statsmodels</a> - Statistical modeling and econometrics in Python.</li>
+<li><a href="https://github.com/sympy/sympy">SymPy</a> - A Python library for symbolic mathematics.</li>
+<li><a href="https://github.com/quantopian/zipline">zipline</a> - A Pythonic algorithmic trading library.</li>
 </ul>
 <h2 id="data-visualization">Data Visualization</h2>
 <p><em>Libraries for visualizing data. See: <a href="https://github.com/sorrycc/awesome-javascript#data-visualization">awesome-javascript</a>.</em></p>
 <ul>
 <li><a href="http://matplotlib.org/">matplotlib</a> - A Python 2D plotting library.</li>
 <li><a href="https://github.com/ContinuumIO/bokeh">bokeh</a> - Interactive Web Plotting for Python.</li>
-<li><a href="https://plot.ly/python">plotly</a> - Collaborative web plotting for Python and matplotlib.</li>
-<li><a href="https://github.com/wrobstory/vincent">vincent</a> - A Python to Vega translator.</li>
 <li><a href="https://github.com/yhat/ggplot">ggplot</a> - Same API as ggplot2 for R.</li>
+<li><a href="https://plot.ly/python">plotly</a> - Collaborative web plotting for Python and matplotlib.</li>
 <li><a href="http://pygal.org/">pygal</a> - A Python SVG Charts Creator.</li>
 <li><a href="https://pypi.python.org/pypi/pygraphviz">pygraphviz</a> - Python interface to <a href="http://www.graphviz.org/">Graphviz</a>.</li>
 <li><a href="http://www.pyqtgraph.org/">PyQtGraph</a> - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.</li>
+<li><a href="https://github.com/wrobstory/vincent">vincent</a> - A Python to Vega translator.</li>
 <li><a href="http://vispy.org/">VisPy</a> - High-performance scientific visualization based on OpenGL.</li>
 </ul>
 <h2 id="computer-vision">Computer Vision</h2>
@@ -1243,65 +1238,65 @@
 <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>
 <ul>
-<li><a href="http://scikit-learn.org/">scikit-learn</a> - A Python module for machine learning built on top of SciPy.</li>
-<li><a href="https://github.com/clips/pattern">pattern</a> - Web mining module for Python.</li>
-<li><a href="https://github.com/numenta/nupic">NuPIC</a> - Numenta Platform for Intelligent Computing.</li>
-<li><a href="https://github.com/lisa-lab/pylearn2">Pylearn2</a> - A Machine Learning library based on <a href="https://github.com/Theano/Theano">Theano</a>.</li>
-<li><a href="https://github.com/hannes-brt/hebel">hebel</a> - GPU-Accelerated Deep Learning Library in Python.</li>
-<li><a href="https://github.com/piskvorky/gensim">gensim</a> - Topic Modelling for Humans.</li>
-<li><a href="https://github.com/pybrain/pybrain">PyBrain</a> - Another Python Machine Learning Library.</li>
 <li><a href="https://github.com/muricoca/crab">Crab</a> - A flexible, fast recommender engine.</li>
+<li><a href="https://github.com/piskvorky/gensim">gensim</a> - Topic Modelling for Humans.</li>
+<li><a href="https://github.com/hannes-brt/hebel">hebel</a> - GPU-Accelerated Deep Learning Library in Python.</li>
+<li><a href="https://github.com/numenta/nupic">NuPIC</a> - Numenta Platform for Intelligent Computing.</li>
+<li><a href="https://github.com/clips/pattern">pattern</a> - Web mining module for Python.</li>
+<li><a href="https://github.com/pybrain/pybrain">PyBrain</a> - Another Python Machine Learning Library.</li>
+<li><a href="https://github.com/lisa-lab/pylearn2">Pylearn2</a> - A Machine Learning library based on <a href="https://github.com/Theano/Theano">Theano</a>.</li>
 <li><a href="https://github.com/ocelma/python-recsys">python-recsys</a> - A Python library for implementing a Recommender System.</li>
+<li><a href="http://scikit-learn.org/">scikit-learn</a> - A Python module for machine learning built on top of SciPy.</li>
 <li><a href="https://github.com/josephreisinger/vowpal_porpoise">vowpal_porpoise</a> - A lightweight Python wrapper for <a href="https://github.com/JohnLangford/vowpal_wabbit/">Vowpal Wabbit</a>.</li>
 </ul>
 <h2 id="mapreduce">MapReduce</h2>
 <p><em>Framworks and libraries for MapReduce.</em></p>
 <ul>
-<li><a href="http://spark.apache.org/docs/latest/programming-guide.html">PySpark</a> - The Spark Python API.</li>
 <li><a href="https://github.com/douban/dpark">dpark</a> - Python clone of Spark, a MapReduce alike framework in Python.</li>
+<li><a href="https://github.com/klbostee/dumbo">dumbo</a> - Python module that allows one to easily write and run Hadoop programs.</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/klbostee/dumbo">dumbo</a> - Python module that allows one to easily write and run Hadoop programs.</li>
+<li><a href="http://spark.apache.org/docs/latest/programming-guide.html">PySpark</a> - The Spark Python API.</li>
 <li><a href="https://github.com/Parsely/streamparse">streamparse</a> - Run Python code against real-time streams of data. Integrates with <a href="https://storm.incubator.apache.org/">Apache Storm</a>.</li>
 </ul>
 <h2 id="functional-programming">Functional Programming</h2>
 <p><em>Functional Programming with Python.</em></p>
 <ul>
+<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>
 <li><a href="https://github.com/pytoolz/toolz">Toolz</a> - A collection of functional utilities for iterators, functions, and dictionaries.</li>
-<li><a href="https://github.com/pytoolz/cytoolz/">CyToolz</a> - Cython implementation of Toolz: High performance functional utilities.</li>
 </ul>
 <h2 id="third-party-apis">Third-party APIs</h2>
 <p><em>Libraries for accessing third party services APIs. See: <a href="https://github.com/realpython/list-of-python-api-wrappers">List of Python API Wrappers and Libraries</a>.</em></p>
 <ul>
 <li><a href="https://libcloud.apache.org/">apache-libcloud</a> - One Python library for all clouds.</li>
 <li><a href="https://github.com/boto/boto">boto</a> - Python interface to Amazon Web Services.</li>
-<li><a href="https://github.com/ryanmcgrath/twython">twython</a> - A Python wrapper for the Twitter API.</li>
-<li><a href="https://github.com/google/google-api-python-client">google-api-python-client</a> - Google APIs Client Library for Python.</li>
-<li><a href="https://github.com/burnash/gspread">gspread</a> - Google Spreadsheets Python API.</li>
+<li><a href="https://github.com/sunlightlabs/django-wordpress/">django-wordpress</a> - WordPress models and views for Django.</li>
 <li><a href="https://github.com/pythonforfacebook/facebook-sdk">facebook-sdk</a> - Facebook Platform Python SDK.</li>
 <li><a href="https://github.com/jgorset/facepy">facepy</a> - Facepy makes it really easy to interact with Facebook's Graph API</li>
 <li><a href="https://github.com/charlierguo/gmail">gmail</a> - A Pythonic interface for Gmail.</li>
-<li><a href="https://github.com/sunlightlabs/django-wordpress/">django-wordpress</a> - WordPress models and views for Django.</li>
+<li><a href="https://github.com/google/google-api-python-client">google-api-python-client</a> - Google APIs Client Library for Python.</li>
+<li><a href="https://github.com/burnash/gspread">gspread</a> - Google Spreadsheets Python API.</li>
+<li><a href="https://github.com/ryanmcgrath/twython">twython</a> - A Python wrapper for the Twitter API.</li>
 </ul>
 <h2 id="devops-tools">DevOps Tools</h2>
 <p><em>Software and libraries for DevOps.</em></p>
 <ul>
-<li><a href="http://www.openstack.org/">OpenStack</a> - Open source software for building private and public clouds.</li>
 <li><a href="https://github.com/ansible/ansible">Ansible</a> - A radically simple IT automation platform.</li>
 <li><a href="https://github.com/saltstack/salt">SaltStack</a> - Infrastructure automation and management system.</li>
 <li><a href="http://www.fabfile.org/">Fabric</a> - A simple, Pythonic tool for remote execution and deployment.</li>
-<li><a href="https://github.com/ronnix/fabtools">Fabtools</a> - Tools for writing awesome Fabric files.</li>
 <li><a href="https://github.com/sebastien/cuisine">cuisine</a> - Chef-like functionality for Fabric.</li>
-<li><a href="https://github.com/giampaolo/psutil">psutil</a> - A cross-platform process and system utilities module.</li>
+<li><a href="https://docs.docker.com/compose/">Docker Compose</a> - Fast, isolated development environments using <a href="https://www.docker.com/">Docker</a>.</li>
+<li><a href="https://github.com/ronnix/fabtools">Fabtools</a> - Tools for writing awesome Fabric files.</li>
+<li><a href="http://bitbucket.org/haard/gitapi">gitapi</a> - Pure-Python API for git.</li>
+<li><a href="https://github.com/gunnery/gunnery">gunnery</a> - Multipurpose task execution tool for distributed systems with web-based interface.</li>
+<li><a href="http://bitbucket.org/haard/hgapi">hgapi</a> - Pure-Python API for Mercurial.</li>
+<li><a href="https://github.com/nickstenning/honcho">honcho</a> - A Python port of <a href="https://github.com/ddollar/foreman">Foreman</a>, a tool for managing Procfile-based applications.</li>
+<li><a href="http://www.openstack.org/">OpenStack</a> - Open source software for building private and public clouds.</li>
 <li><a href="https://github.com/pexpect/pexpect">pexpect</a> - Controlling interactive programs in a pseudo-terminal like GNU expect.</li>
 <li><a href="https://github.com/python-provy/provy">provy</a> - An easy-to-use provisioning system in Python.</li>
-<li><a href="https://github.com/nickstenning/honcho">honcho</a> - A Python port of <a href="https://github.com/ddollar/foreman">Foreman</a>, a tool for managing Procfile-based applications.</li>
-<li><a href="https://github.com/gunnery/gunnery">gunnery</a> - Multipurpose task execution tool for distributed systems with web-based interface.</li>
-<li><a href="https://docs.docker.com/compose/">Docker-Compose</a> - Fast, isolated development environments using <a href="https://www.docker.com/">Docker</a>.</li>
-<li><a href="http://bitbucket.org/haard/hgapi">hgapi</a> - Pure-Python API for Mercurial.</li>
-<li><a href="http://bitbucket.org/haard/gitapi">gitapi</a> - Pure-Python API for git.</li>
+<li><a href="https://github.com/giampaolo/psutil">psutil</a> - A cross-platform process and system utilities module.</li>
 <li><a href="https://github.com/Supervisor/supervisor">supervisor</a> - Supervisor process control system for UNIX.</li>
 </ul>
 <h2 id="job-scheduler">Job Scheduler</h2>
@@ -1312,33 +1307,33 @@
 <li><a href="http://pydoit.org/">doit</a> - A task runner/build tool.</li>
 <li><a href="http://pythonhosted.org/joblib/index.html">Joblib</a> - A set of tools to provide lightweight pipelining in Python.</li>
 <li><a href="https://github.com/fengsp/plan">Plan</a> - Writing crontab file in Python like a charm.</li>
-<li><a href="https://github.com/knipknap/SpiffWorkflow">Spiff</a> - A powerful workflow engine implemented in pure Python.</li>
 <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="http://docs.openstack.org/developer/taskflow/">TaskFlow</a> - A Python library that helps to make task execution easy, consistent and reliable.</li>
 </ul>
 <h2 id="foreign-function-interface">Foreign Function Interface</h2>
 <p><em>Libraries for providing foreign function interface.</em></p>
 <ul>
-<li><a href="https://docs.python.org/2/library/ctypes.html">ctypes</a> - (Python standard library) Foreign Function Interface for Python calling C code.</li>
 <li><a href="https://pypi.python.org/pypi/cffi">cffi</a> - Foreign Function Interface for Python calling C code.</li>
-<li><a href="http://www.swig.org/Doc1.3/Python.html">SWIG</a> - Simplified Wrapper and Interface Generator.</li>
+<li><a href="https://docs.python.org/2/library/ctypes.html">ctypes</a> - (Python standard library) Foreign Function Interface for Python calling C code.</li>
 <li><a href="http://mathema.tician.de/software/pycuda/">PyCUDA</a> - A Python wrapper for Nvidia's CUDA API.</li>
+<li><a href="http://www.swig.org/Doc1.3/Python.html">SWIG</a> - Simplified Wrapper and Interface Generator.</li>
 </ul>
 <h2 id="high-performance">High Performance</h2>
 <p><em>Libraries for making Python faster.</em></p>
 <ul>
 <li><a href="http://cython.org/">Cython</a> - Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains.</li>
 <li><a href="http://pypy.org/">PyPy</a> - An implementation of Python in Python. The interpreter uses black magic to make Python very fast without having to add in additional type information.</li>
-<li><a href="http://www.stackless.com/">Stackless Python</a> - An enhanced version of the Python.</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="http://www.stackless.com/">Stackless Python</a> - An enhanced version of the Python.</li>
 </ul>
 <h2 id="microsoft-windows">Microsoft Windows</h2>
 <p><em>Python programming on Microsoft Windows.</em></p>
 <ul>
-<li><a href="http://sourceforge.net/projects/pywin32/">PyWin32</a> - Python Extensions for Windows.</li>
-<li><a href="https://github.com/pythonnet/pythonnet">PythonNet</a> - Python Integration with the .NET Common Language Runtime (CLR).</li>
-<li><a href="http://www.lfd.uci.edu/~gohlke/pythonlibs/">pythonlibs</a> - Unofficial Windows binaries for Python extension packages.</li>
 <li><a href="https://code.google.com/p/pythonxy/">Python(x,y)</a> - Scientific-applications-oriented Python Distribution based on Qt and Spyder.</li>
+<li><a href="http://www.lfd.uci.edu/~gohlke/pythonlibs/">pythonlibs</a> - Unofficial Windows binaries for Python extension packages.</li>
+<li><a href="https://github.com/pythonnet/pythonnet">PythonNet</a> - Python Integration with the .NET Common Language Runtime (CLR).</li>
+<li><a href="http://sourceforge.net/projects/pywin32/">PyWin32</a> - Python Extensions for Windows.</li>
 <li><a href="https://winpython.github.io/">WinPython</a> - Portable development environment for Windows 7/8.</li>
 </ul>
 <h2 id="network-virtualization-and-sdn">Network Virtualization and SDN</h2>
@@ -1352,40 +1347,40 @@
 <h2 id="hardware">Hardware</h2>
 <p><em>Libraries for programming with hardware.</em></p>
 <ul>
-<li><a href="https://github.com/SavinaRoja/PyUserInput">PyUserInput</a> - A module for cross-platform control of the mouse and keyboard.</li>
-<li><a href="https://wifi.readthedocs.org/">wifi</a> - A Python library and command line tool for working with WiFi on Linux.</li>
-<li><a href="http://www.secdev.org/projects/scapy/">scapy</a> - A brilliant packet manipulation library.</li>
 <li><a href="http://inotool.org/">ino</a> - Command line toolkit for working with <a href="http://www.arduino.cc/">Arduino</a>.</li>
 <li><a href="http://pyrorobotics.com/">Pyro</a> - Python Robotics.</li>
+<li><a href="https://github.com/SavinaRoja/PyUserInput">PyUserInput</a> - A module for cross-platform control of the mouse and keyboard.</li>
+<li><a href="http://www.secdev.org/projects/scapy/">scapy</a> - A brilliant packet manipulation library.</li>
+<li><a href="https://wifi.readthedocs.org/">wifi</a> - A Python library and command line tool for working with WiFi on Linux.</li>
 </ul>
 <h2 id="compatibility">Compatibility</h2>
 <p><em>Libraries for migrating from Python 2 to 3.</em></p>
 <ul>
-<li><a href="https://pypi.python.org/pypi/six">Six</a> - Python 2 and 3 compatibility utilities.</li>
 <li><a href="http://python-future.org/index.html">Python-Future</a> - The missing compatibility layer between Python 2 and Python 3.</li>
 <li><a href="https://github.com/mitsuhiko/python-modernize">Python-Modernize</a> - Modernizes Python code for eventual Python 3 migration.</li>
+<li><a href="https://pypi.python.org/pypi/six">Six</a> - Python 2 and 3 compatibility utilities.</li>
 </ul>
 <h2 id="miscellaneous">Miscellaneous</h2>
 <p><em>Useful libraries or tools that don't fit in the categories above.</em></p>
 <ul>
-<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/itsdangerous">itsdangerous</a> - Various helpers to pass trusted data to untrusted environments.</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/mitsuhiko/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/PacketPerception/pychievements">Pychievements</a> - A framework for creating and tracking achievements.</li>
 </ul>
 <h2 id="algorithms-and-design-patterns">Algorithms and Design Patterns</h2>
 <p><em>Python implementation of algorithms and design patterns.</em></p>
 <ul>
-<li><a href="https://github.com/faif/python-patterns">python-patterns</a> - A collection of design patterns in Python.</li>
 <li><a href="https://github.com/nryoung/algorithms">algorithms</a> - A module of algorithms for Python.</li>
+<li><a href="https://github.com/faif/python-patterns">python-patterns</a> - A collection of design patterns in Python.</li>
 </ul>
 <h2 id="editor-plugins">Editor Plugins</h2>
 <p><em>Plugins for editors and IDEs.</em></p>
 <ul>
 <li>Vim<ul>
-<li><a href="https://github.com/klen/python-mode">Python-mode</a> - An all in one plugin for turning Vim into a Python IDE.</li>
+<li><a href="https://github.com/Valloric/YouCompleteMe">YouCompleteMe</a> - Includes <a href="https://github.com/davidhalter/jedi">Jedi</a>-based completion engine for Python.</li>
 <li><a href="https://github.com/davidhalter/jedi-vim">Jedi-vim</a> - Vim bindings for the <a href="https://github.com/davidhalter/jedi">Jedi</a> auto-completion library for Python.</li>
-<li><a href="https://github.com/Valloric/YouCompleteMe">YouCompleteMe</a> - Includes <a href="https://github.com/davidhalter/jedi">Jedi</a>-based completion engine for Python</li>
+<li><a href="https://github.com/klen/python-mode">Python-mode</a> - An all in one plugin for turning Vim into a Python IDE.</li>
 </ul>
 </li>
 <li>Emacs<ul>
diff --git a/mkdocs/search_index.json b/mkdocs/search_index.json
index 4c205c2..11493d2 100644
--- a/mkdocs/search_index.json
+++ b/mkdocs/search_index.json
@@ -2,7 +2,7 @@
     "docs": [
         {
             "location": "/", 
-            "text": "Awesome Python\n\n\nA curated list of awesome Python frameworks, libraries and software. Inspired by \nawesome-php\n.\n\n\n\n\nAwesome Python\n\n\nEnvironment Management\n\n\nPackage Management\n\n\nPackage Repositories\n\n\nDistribution\n\n\nBuild Tools\n\n\nInteractive Interpreter\n\n\nFiles\n\n\nDate and Time\n\n\nText Processing\n\n\nSpecific Formats Processing\n\n\nNatural Language Processing\n\n\nDocumentation\n\n\nConfiguration\n\n\nCommand-line Tools\n\n\nDownloader\n\n\nImagery\n\n\nOCR\n\n\nAudio\n\n\nVideo\n\n\nGeolocation\n\n\nHTTP\n\n\nDatabase\n\n\nDatabase Drivers\n\n\nORM\n\n\nWeb Frameworks\n\n\nPermissions\n\n\nCMS\n\n\nE-commerce\n\n\nRESTful API\n\n\nAuthentication\n\n\nTemplate Engine\n\n\nQueue\n\n\nSearch\n\n\nNews Feed\n\n\nAsset Management\n\n\nCaching\n\n\nEmail\n\n\nInternationalization\n\n\nURL Manipulation\n\n\nHTML Manipulation\n\n\nWeb Crawling\n\n\nWeb Content Extracting\n\n\nForms\n\n\nData Validation\n\n\nAnti-spam\n\n\nTagging\n\n\nAdmin Panels\n\n\nStatic Site Generator\n\n\nProcesses\n\n\nConcurrency and Parallelism\n\n\nNetworking\n\n\nWebSocket\n\n\nWSGI Servers\n\n\nRPC Servers\n\n\nCryptography\n\n\nGUI\n\n\nGame Development\n\n\nLogging\n\n\nTesting\n\n\nCode Analysis and Linter\n\n\nDebugging Tools\n\n\nScience and Data Analysis\n\n\nData Visualization\n\n\nComputer Vision\n\n\nMachine Learning\n\n\nFunctional Programming\n\n\nMapReduce\n\n\nThird-party APIs\n\n\nDevOps Tools\n\n\nJob Scheduler\n\n\nForeign Function Interface\n\n\nHigh Performance\n\n\nNetwork Virtualization and SDN\n\n\nHardware\n\n\nCompatibility\n\n\nMiscellaneous\n\n\nAlgorithms and Design Patterns\n\n\nEditor Plugins\n\n\nIDEs\n\n\n\n\n\n\nResources\n\n\nWebsites\n\n\nWeekly\n\n\nTwitter\n\n\n\n\n\n\nOther Awesome Lists\n\n\nContributing\n\n\n\n\n\n\nEnvironment Management\n\n\nLibraries for Python version and environment management.\n\n\n\n\np\n - Dead Simple Interactive Python Version Management.\n\n\npyenv\n - Simple Python version management.\n\n\nvirtualenv\n - A tool to create isolated Python environments.\n\n\nvirtualenvwrapper\n - A set of extensions to virtualenv.\n\n\nvirtualenv-api\n - An API for virtualenv and pip.\n\n\npew\n - A set of tools to manage multiple virtual environments.\n\n\nVex\n - Run a command in the named virtualenv.\n\n\nPyRun\n - A one-file, no-installation-needed version of Python.\n\n\n\n\nPackage Management\n\n\nLibraries for package and dependency management.\n\n\n\n\npip\n - The Python package and dependency manager.\n\n\nPython Package Index\n\n\n\n\n\n\nconda\n - Cross-platform, Python-agnostic binary package manager.\n\n\nCurdling\n - Curdling is a command line tool for managing Python packages.\n\n\nwheel\n - The new standard of Python distribution and are intended to replace eggs.\n\n\n\n\nPackage Repositories\n\n\nLocal PyPI repository server and proxies.\n\n\n\n\nwarehouse\n - Next generation Python Package Repository (PyPI).\n\n\nWarehouse\n\n\n\n\n\n\ndevpi\n - PyPI server and packaging/testing/release tool.\n\n\nlocalshop\n - PyPI server which mirrors official packages on-demand, and also supports local (private) package uploads.\n\n\nbandersnatch\n - PyPI mirroring tool provided by Python Packaging Authority (PyPA)\n\n\n\n\nDistribution\n\n\nLibraries to create packaged executables for release distribution.\n\n\n\n\ncx-Freeze\n - Freezes Python scripts (cross-platform).\n\n\npy2exe\n - Freezes Python scripts (Windows).\n\n\npynsist\n - A tool to build Windows installers, installers bundle Python itself.\n\n\npy2app\n - Freezes Python scripts (Mac OS X).\n\n\nPyInstaller\n - Converts Python programs into stand-alone executables (cross-platform).\n\n\ndh-virtualenv\n - Build and distribute a virtualenv as a Debian package.\n\n\nNuitka\n - Compile scripts, modules, packages to an executable or extension module.\n\n\n\n\nBuild Tools\n\n\nCompile software from source code.\n\n\n\n\nbuildout\n - A build system for creating, assembling and deploying applications from multiple parts, some of which may be non-Python-based.\n\n\nSCons\n - A software construction tool.\n\n\nPlatformIO\n - A console tool to build code with different development platforms.\n\n\nBitBake\n - A make-like build tool with the special focus of distributions and packages for embedded Linux.\n\n\nfabricate\n - A build tool that finds dependencies automatically for any language.\n\n\nPyBuilder\n - A continuous build tool written in pure Python which mainly targets Python applications.\n\n\n\n\nInteractive Interpreter\n\n\nInteractive Python interpreters (REPL).\n\n\n\n\nIPython\n - A rich toolkit to help you make the most out of using Python interactively.\n\n\nbpython\n \u2013 A fancy interface to the Python interpreter.\n\n\nptpython\n - Advanced Python REPL built on top of the \npython-prompt-toolkit\n.\n\n\n\n\nFiles\n\n\nLibraries for file manipulation and MIME type detection.\n\n\n\n\nmimetypes\n - (Python standard library) Map filenames to MIME types.\n\n\nimghdr\n - (Python standard library) Determine the type of an image.\n\n\npython-magic\n - A Python interface to the libmagic file type identification library.\n\n\npath.py\n - A module wrapper for \nos.path\n.\n\n\nwatchdog\n - API and shell utilities to monitor file system events.\n\n\nUnipath\n - An object-oriented approach to file/directory operations.\n\n\npathlib\n - (Python standard library in Python 3.4+) An cross-platform, object-oriented path library.\n\n\n\n\nDate and Time\n\n\nLibraries for working with dates and times.\n\n\n\n\narrow\n - Better dates \n times for Python.\n\n\nChronyk\n - A Python 3 library for parsing human-written times and dates.\n\n\ndateutil\n - Extensions to the standard Python \ndatetime\n module.\n\n\ndelorean\n - A library for clearing up the inconvenient truths that arise dealing with datetimes.\n\n\nwhen.py\n - Providing user-friendly functions to help perform common date and time actions.\n\n\nmoment\n - A Python library for dealing with dates/times. Inspired by \nMoment.js\n.\n\n\npytz\n - World timezone definitions, modern and historical. Brings the \ntz database\n into Python.\n\n\nPyTime\n - A easy-use Python module which aims to operate date/time/datetime by string.\n\n\n\n\nText Processing\n\n\nLibraries for parsing and manipulating plain texts.\n\n\n\n\nGeneral\n\n\ndifflib\n - (Python standard library) Helpers for computing deltas.\n\n\nLevenshtein\n - Fast computation of Levenshtein distance and string similarity.\n\n\nfuzzywuzzy\n - Fuzzy String Matching.\n\n\nesmre\n - Regular expression accelerator.\n\n\nshortuuid\n - A generator library for concise, unambiguous and URL-safe UUIDs.\n\n\nftfy\n - Makes Unicode text less broken and more consistent automagically.\n\n\nunidecode\n - ASCII transliterations of Unicode text.\n\n\nchardet\n - Python 2/3 compatible character encoding detector.\n\n\nxpinyin\n - A library to translate Chinese hanzi (\u6f22\u5b57) to pinyin (\u62fc\u97f3).\n\n\npangu.py\n - Spacing texts for CJK and alphanumerics.\n\n\npyfiglet\n - An implementation of figlet written in Python.\n\n\nuniout\n - Print readable chars instead of the escaped string.\n\n\n\n\n\n\nSlugify\n\n\nawesome-slugify\n - A Python slugify library that can preserve unicode.\n\n\npython-slugify\n - A Python slugify library that translates unicode to ASCII.\n\n\nunicode-slugify\n - A slugifier that generates unicode slugs with Django as a dependency.\n\n\n\n\n\n\nParser\n\n\nPLY\n - Implementation of lex and yacc parsing tools for Python\n\n\nphonenumbers\n - Parsing, formatting, storing and validating international phone numbers.\n\n\npython-user-agents\n - Browser user agent parser.\n\n\nsqlparse\n - A non-validating SQL parser.\n\n\nPygments\n - A generic syntax highlighter.\n\n\npython-nameparser\n - Parsing human names into their individual components.\n\n\npyparsing\n - A general purpose framework for generating parsers.\n\n\n\n\n\n\n\n\nSpecific Formats Processing\n\n\nLibraries for parsing and manipulating specific text formats.\n\n\n\n\nGeneral\n\n\ntablib\n - A module for Tabular Datasets in XLS, CSV, JSON, YAML.\n\n\n\n\n\n\nOffice\n\n\npython-docx\n - Reads, queries and modifies Microsoft Word 2007/2008 docx files.\n\n\nxlwt\n / \nxlrd\n - Writing and reading data and formatting information from Excel files.\n\n\nXlsxWriter\n - A Python module for creating Excel .xlsx files.\n\n\nxlwings\n - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.\n\n\nopenpyxl\n - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.\n\n\nMarmir\n - Takes Python data structures and turns them into spreadsheets.\n\n\nunoconv\n - Convert between any document format supported by LibreOffice/OpenOffice.\n\n\n\n\n\n\nPDF\n\n\nPDFMiner\n - A tool for extracting information from PDF documents.\n\n\nPyPDF2\n - A library capable of splitting, merging and transforming PDF pages.\n\n\nReportLab\n - Allowing Rapid creation of rich PDF documents.\n\n\n\n\n\n\nMarkdown\n\n\nPython-Markdown\n - A Python implementation of John Gruber\u2019s Markdown.\n\n\nMistune\n - Fastest and full featured pure Python parsers of Markdown.\n\n\n\n\n\n\nYAML\n\n\nPyYAML\n - YAML implementations for Python.\n\n\n\n\n\n\nCSV\n\n\ncsvkit\n - Utilities for converting to and working with CSV.\n\n\n\n\n\n\nArchive\n\n\nunp\n - A command line tool that can unpack archives easily.\n\n\n\n\n\n\n\n\nNatural Language Processing\n\n\nLibraries for working with human languages.\n\n\n\n\nNLTK\n - A leading platform for building Python programs to work with human language data.\n\n\nPattern\n - A web mining module for the Python. It has tools for natural language processing, machine learning, among others.\n\n\nTextBlob\n - Providing a consistent API for diving into common NLP tasks. Stands on the giant shoulders of NLTK and Pattern.\n\n\njieba\n - Chinese Words Segmentation Utilities.\n\n\nSnowNLP\n - A library for processing Chinese text.\n\n\nloso\n - Another Chinese segmentation library.\n\n\ngenius\n - A Chinese segment base on Conditional Random Field.\n\n\nlangid.py\n - Stand-alone language identification system.\n\n\n\n\nDocumentation\n\n\nLibraries for generating project documentation.\n\n\n\n\nSphinx\n - Python Documentation generator.\n\n\nawesome-sphinxdoc\n\n\n\n\n\n\nreStructuredText\n - Markup Syntax and Parser Component of Docutils.\n\n\nMkDocs\n - Markdown friendly documentation generator.\n\n\nPycco\n - The original quick-and-dirty, hundred-line-long, literate-programming-style documentation generator.\n\n\npdoc\n - Epydoc replacement to auto generate API documentation for Python libraries.\n\n\n\n\nConfiguration\n\n\nLibraries for storing configuration options.\n\n\n\n\nConfigParser\n - (Python standard library) INI file parser.\n\n\nConfigObj\n - INI file parser with validation.\n\n\nconfig\n - Hierarchical config from the author of \nlogging\n.\n\n\nprofig\n - Config from multiple formats with value conversion.\n\n\n\n\nCommand-line Tools\n\n\nLibraries for building command-line application.\n\n\n\n\nCommand-line Application Development\n\n\ncement\n - Cement provides a light-weight and fully featured foundation to build anything from single file scripts to complex and intricately designed applications.\n\n\nclick\n - A package for creating beautiful command line interfaces in a composable way.\n\n\nclint\n - Python Command-line Application Tools.\n\n\ncliff\n - A framework for creating command-line programs with multi-level commands.\n\n\nClime\n \u2013 Clime lets you convert any module into a multi-command CLI program without any configuration.\n\n\ndocopt\n - Pythonic command line arguments parser.\n\n\ncolorama\n - Cross-platform colored terminal text.\n\n\npyCLI\n - Command-line applications supporting standard command line parsing, logging, unit and functional testing.\n\n\nGooey\n - Turn command line programs into a full GUI application with one line\n\n\npython-prompt-toolkit\n - A Library for building powerful interactive command lines.\n\n\n\n\n\n\nProductivity Tools\n\n\ncookiecutter\n - A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.\n\n\nhttpie\n - A command line HTTP client, a user-friendly cURL replacement.\n\n\npercol\n - Adds flavor of interactive selection to the traditional pipe concept on UNIX.\n\n\nRainbowStream\n - Smart and nice Twitter client on terminal.\n\n\ncaniusepython3\n - Determine what projects are blocking you from porting to Python 3.\n\n\nthefuck\n - Correcting your previous console command.\n\n\ndoitlive\n - A tool for live presentations in the terminal.\n\n\nPathPicker\n - Select files out of bash output.\n\n\nbashplotlib\n - Making basic plots in the terminal. It's a quick way to visualize data without GUI.\n\n\n\n\n\n\n\n\nDownloader\n\n\nLibraries for downloading.\n\n\n\n\ns3cmd\n - A command line tool for managing Amazon S3 and CloudFront.\n\n\ns4cmd\n - Super S3 command line tool, good for higher performance.\n\n\nyoutube-dl\n - A small command-line program to download videos from YouTube.\n\n\nyou-get\n - A YouTube/Youku/Niconico video downloader written in Python 3.\n\n\ncoursera\n - Script for downloading Coursera.org videos and naming them.\n\n\nWikiTeam\n - Tools for downloading and preserving wikis.\n\n\nsubliminal\n - Library and command line tool to search and download subtitles.\n\n\n\n\nImagery\n\n\nLibraries for manipulating images.\n\n\n\n\npillow\n - Pillow is the friendly \nPIL\n fork.\n\n\nwand\n - Python bindings for \nMagickWand\n, C API for ImageMagick.\n\n\nthumbor\n - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.\n\n\nimgSeek\n - A project for searching a collection of images using visual similarity.\n\n\npython-qrcode\n - A pure Python QR Code generator.\n\n\npyBarcode\n - Create barcodes in Python without needing PIL.\n\n\npygram\n - Instagram-like image filters.\n\n\nQuads\n - Computer art based on quadtrees.\n\n\nnude.py\n - Nudity detection.\n\n\nscikit-image\n - A Python library for (scientific) image processing.\n\n\nhmap\n - Image histogram remapping.\n\n\n\n\nOCR\n\n\nLibraries for Optical Character Recognition.\n\n\n\n\npython-tesseract\n - A wrapper class for \nGoogle Tesseract OCR\n.\n\n\npytesseract\n - Another wrapper for Google Tesseract OCR.\n\n\npyocr\n - A wrapper for Tesseract and Cuneiform.\n\n\n\n\nAudio\n\n\nLibraries for manipulating audio.\n\n\n\n\naudiolazy\n - Expressive Digital Signal Processing (DSP) package for Python.\n\n\naudioread\n - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.\n\n\nbeets\n - A music library manager and \nMusicBrainz\n tagger.\n\n\ndejavu\n - Audio fingerprinting and recognition.\n\n\ndjango-elastic-transcoder\n - Django + \nAmazon Elastic Transcoder\n.\n\n\neyeD3\n - A tool for working with audio files, specifically MP3 files containing ID3 metadata.\n\n\nid3reader\n - A Python module for reading MP3 meta data.\n\n\nmutagen\n - A Python module to handle audio metadata.\n\n\npydub\n - Manipulate audio with a simple and easy high level interface.\n\n\npyechonest\n - Python client for the \nEcho Nest\n API.\n\n\ntalkbox\n - A Python library for speech/signal processing.\n\n\nTimeSide\n - Open web audio processing framework.\n\n\ntinytag\n - A library for reading music meta data of MP3, OGG, FLAC and Wave files.\n\n\nm3u8\n - A module for parsing m3u8 file.\n\n\n\n\nVideo\n\n\nLibraries for manipulating video and GIFs.\n\n\n\n\nmoviepy\n - A module for script-based movie editing with many formats, including animated GIFs.\n\n\nshorten.tv\n - Video summarization.\n\n\nscikit-video\n - Video processing routines for SciPy.\n\n\n\n\nGeolocation\n\n\nLibraries for geocoding addresses and working with latitudes and longitudes.\n\n\n\n\nGeoDjango\n - A world-class geographic web framework.\n\n\ngeopy\n - Python Geocoding Toolbox.\n\n\npygeoip\n - Pure Python GeoIP API.\n\n\nGeoIP\n - Python API for MaxMind GeoIP Legacy Database.\n\n\ngeojson\n - Python bindings and utlities for GeoJSON.\n\n\ndjango-countries\n - A Django app that provides country choices for use with forms, flag icons static files, and a country field for models.\n\n\n\n\nHTTP\n\n\nLibraries for working with HTTP.\n\n\n\n\nrequests\n - HTTP Requests for Humans\u2122.\n\n\ngrequests\n - requests + gevent for asynchronous HTTP requests.\n\n\nurllib3\n - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.\n\n\nhttplib2\n - Comprehensive HTTP client library.\n\n\ntreq\n - Python requests like API built on top of Twisted's HTTP client.\n\n\n\n\nDatabase\n\n\nDatabases implemented in Python.\n\n\n\n\nZODB\n - A native object database for Python. A key-value and object graph database.\n\n\npickleDB\n - A simple and lightweight key-value store for Python.\n\n\nTinyDB\n - A tiny, document-oriented database.\n\n\n\n\nDatabase Drivers\n\n\nLibraries for connecting and operating databases.\n\n\n\n\nRelational Databases\n\n\nmysql-python\n - The MySQL database connector for Python.\n\n\nmysqlclient\n - mysql-python fork supporting Python 3.\n\n\nPyMySQL\n - Pure Python MySQL driver compatible to mysql-python.\n\n\nmysql-connector-python\n - A pure Python MySQL driver from Oracle.\n\n\noursql\n - A better MySQL connector with support for native prepared statements and BLOBs.\n\n\npsycopg2\n - The most popular PostgreSQL adapter for Python.\n\n\ntxpostgres\n - Twisted based asynchronous driver for PostgreSQL.\n\n\nqueries\n - A wrapper of the psycopg2 library for interacting with PostgreSQL.\n\n\ndataset\n - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.\n\n\napsw\n - Another Python SQLite wrapper.\n\n\n\n\n\n\nNoSQL Databases\n\n\ncassandra-python-driver\n - Python driver for Cassandra.\n\n\npycassa\n - Python Thrift driver for Cassandra.\n\n\nHappyBase\n - A developer-friendly library for Apache HBase.\n\n\nPyMongo\n - The official Python client for MongoDB.\n\n\nPlyvel\n - A fast and feature-rich Python interface to LevelDB.\n\n\nredis-py\n - The Redis Python Client.\n\n\npy2neo\n - Python wrapper client for Neo4j's restful interface.\n\n\ntelephus\n - Twisted based client for Cassandra.\n\n\ntxRedis\n - Twisted based client for Redis.\n\n\n\n\n\n\n\n\nORM\n\n\nLibraries that implement Object-Relational Mapping or data mapping techniques.\n\n\n\n\nRelational Databases\n\n\nDjango Models\n - A part of Django.\n\n\nSQLAlchemy\n - The Python SQL Toolkit and Object Relational Mapper.\n\n\nawesome-sqlalchemy\n\n\n\n\n\n\npeewee\n - A small, expressive ORM.\n\n\nPonyORM\n - ORM that provides a generator-oriented interface to SQL.\n\n\n\n\n\n\nNoSQL Databases\n\n\nMongoEngine\n - A Python Object-Document-Mapper for working with MongoDB.\n\n\ndjango-mongodb-engine\n - Django MongoDB Backend.\n\n\nredisco\n - A Python Library for Simple Models and Containers Persisted in Redis.\n\n\nflywheel\n - Object mapper for Amazon DynamoDB.\n\n\n\n\n\n\nOthers\n\n\nbutterdb\n - A Python ORM for Google Drive Spreadsheets.\n\n\n\n\n\n\n\n\nWeb Frameworks\n\n\nFull stack web frameworks.\n\n\n\n\nDjango\n - The most popular web framework in Python.\n\n\nawesome-django\n\n\n\n\n\n\nFlask\n - A microframework for Python.\n\n\nawesome-flask\n\n\n\n\n\n\nBottle\n - A fast, simple and lightweight WSGI micro web-framework.\n\n\nPyramid\n - A small, fast, down-to-earth, open source Python web framework.\n\n\nawesome-pyramid\n\n\n\n\n\n\nweb2py\n - A full stack web framework and platform focused in the ease of use.\n\n\nweb.py\n - A web framework for Python that is as simple as it is powerful.\n\n\nTurboGears\n - The Web Framework that starts as a microframework and scales up to a full stack solution.\n\n\nCherryPy\n - A Minimalist Python Web Framework, HTTP/1.1-compliant and WSGI thread-pooled.\n\n\nGrok\n - A framework built on the existing Zope 3 libraries.\n\n\nBluebream\n - An open-source web application server, framework and library, formerly known as Zope 3.\n\n\nguava\n - A lightweight and high performance web framework for Python written in C.\n\n\n\n\nPermissions\n\n\nLibraries that allow or deny users access to data or functionality.\n\n\n\n\ndjango-guardian\n - Implementation of per object permissions for Django 1.2+\n\n\ndjango-rules\n - A tiny but powerful app providing object-level permissions to Django, without requiring a database.\n\n\nCarteblanche\n - Module to align code with thoughts of users and designers. Also magically handles navigation and permissions.\n\n\n\n\nCMS\n\n\nContent Management Systems.\n\n\n\n\ndjango-cms\n - An Open source enterprise CMS based on the Django.\n\n\ndjedi-cms\n - A lightweight but yet powerful Django CMS with plugins, inline editing and performance in mind.\n\n\nFeinCMS\n - One of the most advanced Content Management Systems built on Django.\n\n\nKotte\n - A high-level, Pythonic web application framework built on Pyramid.\n\n\nMezzanine\n - A powerful, consistent, and flexible content management platform.\n\n\nOpps\n - A Django-based CMS for magazines, newspapers websites and portals with high-traffic.\n\n\nPlone\n - A CMS built on top of the open source application server Zope.\n\n\nQuokka\n - Flexible, extensible, small CMS powered by Flask and MongoDB.\n\n\nWagtail\n - A Django content management system.\n\n\nWidgy\n - Last CMS framework, based on Django.\n\n\n\n\nE-commerce\n\n\nFrameworks and libraries for e-commerce and payments.\n\n\n\n\ndjango-oscar\n - An open-source e-commerce framework for Django.\n\n\ndjango-shop\n - A Django based shop system.\n\n\nmerchant\n - A Django app to accept payments from various payment processors.\n\n\nmoney\n - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution.\n\n\npython-currencies\n - Display money format and its filthy currencies.\n\n\nalipay\n - Unofficial Alipay API for Python.\n\n\n\n\nRESTful API\n\n\nLibraries for developing RESTful APIs.\n\n\n\n\ncornice\n - A REST framework for Pyramid.\n\n\ndjango-rest-framework\n - A powerful and flexible toolkit that makes it easy to build Web APIs.\n\n\ndjango-tastypie\n - Creating delicious APIs for Django apps.\n\n\ndjango-formapi\n - Create JSON APIs with HMAC authentication and Django form-validation.\n\n\nflask-api\n - An implementation of the same web browsable APIs that django-rest-framework provides.\n\n\nflask-restful\n - An extension for Flask that adds support for quickly building REST APIs.\n\n\nflask-restless\n - A Flask extension for generating ReSTful APIs for database models defined with SQLAlchemy (or Flask-SQLAlchemy).\n\n\nflask-api-utils\n - Flask extension that takes care of API representation and authentication.\n\n\nfalcon\n - A high-performance Python framework for building cloud APIs and web app backends.\n\n\neve\n - REST API framework powered by Flask, MongoDB and good intentions.\n\n\nsandman\n - Automated REST APIs for existing database-driven systems.\n\n\nrestless\n - Framework agnostic REST framework based on lessons learned from TastyPie.\n\n\nsavory-pie\n - REST API building library (django, and others)\n\n\nripozo\n - A tool for quickly creating REST/HATEOAS/Hypermedia APIs with extensions for Flask and Django.\n\n\n\n\nAuthentication\n\n\nLibraries for implementing authentications schemes.\n\n\n\n\nOAuth\n\n\nAuthomatic\n - Simple but powerful framework agnostic authentication/authorization client package.\n\n\nOAuthLib\n - A generic, spec-compliant, thorough implementation of the OAuth request-signing logic.\n\n\nrauth\n - A Python library for OAuth 1.0/a, 2.0, and Ofly.\n\n\npython-oauth2\n - A fully tested, abstract interface to creating OAuth clients and servers.\n\n\npython-social-auth\n - An easy-to-setup social authentication mechanism.\n\n\ndjango-oauth-toolkit\n - OAuth2 goodies for the Djangonauts.\n\n\ndjango-oauth2-provider\n - Providing OAuth2 access to Django app.\n\n\ndjango-allauth\n - Authentication app for Django that \"just works.\"\n\n\nFlask-OAuthlib\n - OAuth 1.0/a, 2.0 implementation of client and provider for Flask.\n\n\nsanction\n - A dead simple OAuth2 client implementation.\n\n\n\n\n\n\nOthers\n\n\nPyJWT\n - Implementation of the JSON Web Token draft 01.\n\n\npython-jwt\n - Module for generating and verifying JSON Web Tokens.\n\n\npython-jws\n - Implementation of JSON Web Signatures draft 02.\n\n\njose\n - JavaScript Object Signing and Encryption draft implementation.\n\n\n\n\n\n\n\n\nTemplate Engine\n\n\nLibraries and tools for templating and lexing.\n\n\n\n\nJinja2\n - A modern and designer friendly templating language.\n\n\nGenshi\n - Python templating toolkit for generation of web-aware output.\n\n\nMako\n - Hyperfast and lightweight templating for the Python platform.\n\n\nChameleon\n - An HTML/XML template engine. Modeled after ZPT, optimized for speed.\n\n\nSpitfire\n - A very fast Python template compiler.\n\n\n\n\nQueue\n\n\nLibraries for working with event and task queues.\n\n\n\n\ncelery\n - An asynchronous task queue/job queue based on distributed message passing.\n\n\nhuey\n - Little multi-threaded task queue.\n\n\nmrq\n - Mr. Queue - A distributed worker task queue in Python using Redis \n gevent.\n\n\nrq\n - Simple job queues for Python.\n\n\nsimpleq\n - A simple, infinitely scalable, Amazon SQS based queue.\n\n\n\n\nSearch\n\n\nLibraries and software for indexing and performing search queries on data.\n\n\n\n\ndjango-haystack\n - Modular search for Django.\n\n\nelasticsearch-py\n - The official low-level Python client for \nElasticsearch\n.\n\n\nelasticsearch-dsl-py\n - The official high-level Python client for Elasticsearch.\n\n\nsolrpy\n - A Python client for \nsolr\n.\n\n\nWhoosh\n - A fast, pure Python search engine library.\n\n\n\n\nNews Feed\n\n\nLibraries for building user's activities.\n\n\n\n\nFeedly\n - A library to build newsfeed and notification systems using Cassandra and Redis.\n\n\ndjango-activity-stream\n - Generate generic activity streams from the actions on your site.\n\n\n\n\nAsset Management\n\n\nTools for managing, compressing and minifying website assets.\n\n\n\n\ndjango-compressor\n - Compresses linked and inline JavaScript or CSS into a single cached file.\n\n\njinja-assets-compressor\n - A Jinja extension to compile and compress your assets.\n\n\nwebassets\n - Bundles, optimizes, and manages unique cache-busting URLs for static resources.\n\n\nfanstatic\n - Packages, optimizes, and serves static file dependencies as Python packages.\n\n\nfileconveyor\n - Monitors changes, processes, and transports assets to CDNs and file storage systems.\n\n\ndjango-storages\n - A collection of custom storage back ends for Django.\n\n\nglue\n - Glue is a simple command line tool to generate CSS sprites.\n\n\nlibsass-python\n - A Python binding of \nlibsass\n, the reference implementation of SASS/SCSS.\n\n\nFlask-Assets\n - Helps you integrate webassets into your Flask app.\n\n\n\n\nCaching\n\n\nLibraries for caching data.\n\n\n\n\nBeaker\n - A library for caching and sessions for use with web applications and stand-alone Python scripts and applications.\n\n\ndogpile.cache\n - dogpile.cache is next generation replacement for Beaker made by same authors.\n\n\nHermesCache\n - Python caching library with tag-based invalidation and dogpile effect prevention.\n\n\ndjango-cache-machine\n - Automatic caching and invalidation for Django models through the ORM.\n\n\ndjango-cacheops\n - A slick ORM cache with automatic granular event-driven invalidation.\n\n\njohnny-cache\n - A caching framework for django applications.\n\n\ndjango-viewlet\n - Render template parts with extended cache control.\n\n\npylibmc\n - A Python wrapper around the \nlibmemcached\n interface.\n\n\n\n\nEmail\n\n\nLibraries for sending and parsing email.\n\n\n\n\ninbox.py\n - Python SMTP Server for Humans.\n\n\nimbox\n - Python IMAP for Humans.\n\n\ninbox\n - The open source email toolkit.\n\n\nlamson\n - Pythonic SMTP Application Server.\n\n\nflanker\n - A email address and Mime parsing library.\n\n\nmarrow.mailer\n - High-performance extensible mail delivery framework.\n\n\ndjango-celery-ses\n - Django email back end with AWS SES and Celery.\n\n\nmodoboa\n - A mail hosting and management platform including a modern and simplified Web UI.\n\n\nenvelopes\n - Mailing for human beings.\n\n\nmailjet\n - Mailjet API implementation for batch mailing, statistics and more.\n\n\nTalon\n - Mailgun library to extract message quotations and signatures.\n\n\npyzmail\n - Compose, send and parse emails.\n\n\n\n\nInternationalization\n\n\nLibraries for working with i18n.\n\n\n\n\nBabel\n - An internationalization library for Python.\n\n\nKorean\n - A library for \nKorean\n morphology.\n\n\n\n\nURL Manipulation\n\n\nLibraries for parsing URLs.\n\n\n\n\nfurl\n - A small Python library that makes manipulating URLs simple.\n\n\npurl\n - A simple, immutable URL class with a clean API for interrogation and manipulation.\n\n\npyshorteners\n - A pure Python URL shortening lib.\n\n\nshort_url\n - Python implementation for generating Tiny URL and bit.ly-like URLs.\n\n\nwebargs\n - A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, and Pyramid.\n\n\n\n\nHTML Manipulation\n\n\nLibraries for working with HTML and XML.\n\n\n\n\nBeautifulSoup\n - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.\n\n\nlxml\n - A very fast, easy-to-use and versatile library for handling HTML and XML.\n\n\nhtml5lib\n - A standards-compliant library for parsing and serializing HTML documents and fragments.\n\n\npyquery\n - A jQuery-like library for parsing HTML.\n\n\ncssutils\n - A CSS library for Python.\n\n\nMarkupSafe\n - Implements a XML/HTML/XHTML Markup safe string for Python.\n\n\nbleach\n - A whitelist-based HTML sanitization and text linkification library.\n\n\nxmltodict\n - Working with XML feel like you are working with JSON.\n\n\nxhtml2pdf\n - HTML/CSS to PDF converter.\n\n\nuntangle\n - Converts XML documents to Python objects for easy access.\n\n\n\n\nWeb Crawling\n\n\nLibraries for scraping websites.\n\n\n\n\nScrapy\n - A fast high-level screen scraping and web crawling framework.\n\n\nportia\n - Visual scraping for Scrapy.\n\n\nfeedparser\n - Universal feed parser.\n\n\nRoboBrowser\n - A simple, Pythonic library for browsing the web without a standalone web browser.\n\n\nMechanicalSoup\n - A Python library for automating interaction with websites.\n\n\nmechanize\n - Stateful programmatic web browsing.\n\n\nDemiurge\n - PyQuery-based scraping micro-framework.\n\n\ncola\n - A distributed crawling framework.\n\n\npyspider\n - A powerful spider system.\n\n\nGrab\n - Site scraping framework.\n\n\n\n\nWeb Content Extracting\n\n\nLibraries for extracting web contents.\n\n\n\n\nnewspaper\n - News extraction, article extraction and content curation in Python.\n\n\nhtml2text\n - Convert HTML to Markdown-formatted text.\n\n\npython-goose\n - HTML Content/Article Extractor.\n\n\nlassie\n - Web Content Retrieval for Humans.\n\n\nmicawber\n - A small library for extracting rich content from URLs.\n\n\nsumy\n - A module for automatic summarization of text documents and HTML pages.\n\n\nHaul\n - An Extensible Image Crawler.\n\n\npython-readability\n - Fast Python port of arc90's readability tool.\n\n\nopengraph\n - A Python module to parse the Open Graph Protocol\n\n\ntextract\n - Extract text from any document, Word, PowerPoint, PDFs, etc.\n\n\nsanitize\n - Bringing sanity to world of messed-up data.\n\n\n\n\nForms\n\n\nLibraries for working with forms.\n\n\n\n\nWTForms\n - A flexible forms validation and rendering library.\n\n\nWTForms-JSON\n - A WTForms extension for JSON data handling.\n\n\nDeform\n - Python HTML form generation library influenced by the formish form generation library.\n\n\ndjango-bootstrap3\n - Bootstrap 3 integration with Django.\n\n\ndjango-crispy-forms\n - A Django app which lets you create beautiful forms in a very elegant and DRY way.\n\n\ndjango-remote-forms\n - A platform independent Django form serializer.\n\n\n\n\nData Validation\n\n\nLibraries for validating data. Used for forms in many cases.\n\n\n\n\nCerberus\n - A mappings-validator with a variety of rules, normalization-features and simple customization that uses a pythonic schema-definition.\n\n\nvoluptuous\n - A Python data validation library. It is primarily intended for validating data coming into Python as JSON, YAML, etc.\n\n\ncolander\n - A system for validating and deserializing data obtained via XML, JSON, an HTML form post or any other equally simple data serialization.\n\n\nschema\n - A library for validating Python data structures.\n\n\nSchematics\n - Data Structure Validation.\n\n\nkmatch\n - A language for matching/validating/filtering Python dictionaries.\n\n\nvalideer\n - Lightweight extensible data validation and adaptation library.\n\n\n\n\nAnti-spam\n\n\nLibraries for fighting spam.\n\n\n\n\ndjango-simple-spam-blocker\n - Simple spam blocker for Django.\n\n\ndjango-simple-captcha\n - A simple and highly customizable Django app to add captcha images to any Django form.\n\n\n\n\nTagging\n\n\nLibraries for tagging items.\n\n\n\n\ndjango-taggit\n - Simple tagging for Django.\n\n\n\n\nAdmin Panels\n\n\nLibraries for administrative interfaces.\n\n\n\n\nAjenti\n - The admin panel your servers deserve.\n\n\nGrappelli\n \u2013 A jazzy skin for the Django Admin-Interface.\n\n\ndjango-suit\n - Alternative Django Admin-Interface (free only for Non-commercial use).\n\n\ndjango-xadmin\n - Drop-in replacement of Django admin comes with lots of goodies.\n\n\nflask-admin\n - Simple and extensible administrative interface framework for Flask.\n\n\nflower\n - Real-time monitor and web admin for Celery.\n\n\n\n\nStatic Site Generator\n\n\nStatic site generator is a software that takes some text + templates as input and produces HTML files on the output.\n\n\n\n\nPelican\n - Uses Markdown or ReST for content and Jinja 2 for themes. Supports DVCS, Disqus. AGPL.\n\n\nCactus\n \u2013 Static site generator for designers.\n\n\nHyde\n - Jinja2-based static web site generator.\n\n\nNikola\n - A static website and blog generator.\n\n\nTinkerer\n - Tinkerer is a blogging engine/.static website generator powered by Sphinx.\n\n\n\n\nProcesses\n\n\nLibraries for starting and communicating with OS processes.\n\n\n\n\nenvoy\n - Python \nsubprocess\n for Humans\u2122.\n\n\nsh\n - A full-fledged subprocess replacement for Python.\n\n\nsarge\n - Yet another wrapper for subprocess.\n\n\n\n\nConcurrency and Parallelism\n\n\nLibraries for concurrent and parallel execution.\n\n\n\n\nmultiprocessing\n - (Python standard library) Process-based \"threading\" interface.\n\n\nthreading\n - (Python standard library) Higher-level threading interface.\n\n\ngevent\n - A coroutine-based Python networking library that uses \ngreenlet\n.\n\n\neventlet\n - Asynchronous framework with WSGI support.\n\n\nTomorrow\n - Magic decorator syntax for asynchronous code.\n\n\n\n\nNetworking\n\n\nLibraries for networking programming.\n\n\n\n\nasyncio\n - (Python standard library in Python 3.4+) Asynchronous I/O, event loop, coroutines and tasks.\n\n\nTwisted\n - An event-driven networking engine.\n\n\nTornado\n - A Web framework and asynchronous networking library.\n\n\npulsar\n - Event-driven concurrent framework for Python.\n\n\ndiesel\n - Greenlet-based event I/O Framework for Python.\n\n\npyzmq\n - A Python wrapper for the ZeroMQ message library.\n\n\ntxZMQ\n - Twisted based wrapper for the ZeroMQ message library.\n\n\n\n\nWebSocket\n\n\nLibraries for working with WebSocket.\n\n\n\n\nCrossbar\n - Open-source Unified Application Router (Websocket \n WAMP for Python on Autobahn).\n\n\nAutobahnPython\n - WebSocket \n WAMP for Python on Twisted and \nasyncio\n.\n\n\nWebSocket-for-Python\n - WebSocket client and server library for Python 2 and 3 as well as PyPy.\n\n\n\n\nWSGI Servers\n\n\nWSGI-compatible web servers.\n\n\n\n\nuwsgi\n - A project aims at developing a full stack for building hosting services, written in C.\n\n\nWerkzeug\n - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.\n\n\npaste\n - Multi-threaded, stable, tried and tested.\n\n\nrocket\n - Multi-threaded.\n\n\nwaitress\n - Multi-threaded, poweres Pyramid.\n\n\nnetius\n - Asynchronous, very fast.\n\n\ngunicorn\n - Pre-forked, partly written in C.\n\n\nfapws3\n - Asynchronous (network side only), written in C.\n\n\nmeinheld\n - Asynchronous, partly written in C.\n\n\nbjoern\n - Asynchronous, very fast and written in C.\n\n\n\n\nRPC Servers\n\n\nRPC-compatible servers.\n\n\n\n\nSimpleXMLRPCServer\n - (Python standard library) Simple XML-RPC server implementation, single-threaded.\n\n\nSimpleJSONRPCServer\n - This library is an implementation of the JSON-RPC specification.\n\n\nzeroRPC\n - zerorpc is a flexible RPC implementation based on \nZeroMQ\n and \nMessagePack\n.\n\n\n\n\nCryptography\n\n\n\n\nPyCrypto\n - The Python Cryptography Toolkit.\n\n\nParamiko\n - A Python (2.6+, 3.3+) implementation of the SSHv2 protocol, providing both client and server functionality.\n\n\ncryptography\n - A package designed to expose cryptographic primitives and recipes to Python developers.\n\n\nPyNacl\n - Python binding to the Networking and Cryptography (NaCl) library.\n\n\nhashids\n - Implementation of \nhashids\n in Python.\n\n\nPasslib\n - Secure password storage/hashing library, very high level.\n\n\n\n\nGUI\n\n\nLibraries for working with graphical user interface applications.\n\n\n\n\nPyQt\n - Python bindings for the \nQt\n cross-platform application and UI framework, with support for both Qt v4 and Qt v5 frameworks.\n\n\nPySide\n - Python bindings for the \nQt\n cross-platform application and UI framework, supporting the Qt v4 framework.\n\n\nwxPython\n - A blending of the wxWidgets C++ class library with the Python.\n\n\nkivy\n - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.\n\n\ncurses\n - Built-in wrapper for \nncurses\n used to create terminal GUI applications.\n\n\nurwid\n - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.\n\n\npyglet\n - A cross-platform windowing and multimedia library for Python.\n\n\nTkinter\n - Tkinter is Python's de-facto standard GUI package.\n\n\nenaml\n - Creating beautiful user-interfaces with Declaratic Syntax like QML.\n\n\nToga\n - A Python native, OS native GUI toolkit.\n\n\n\n\nGame Development\n\n\nAwesome game development libraries.\n\n\n\n\nPygame\n - Pygame is a set of Python modules designed for writing games.\n\n\nCocos2d\n - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications. It is based on pyglet.\n\n\nPySDL2\n - A ctypes based wrapper for the SDL2 library.\n\n\nPanda3D\n - 3D game engine developed by Disney and maintained by Carnegie Mellon's Entertainment Technology Center. Written in C++, completely wrapped in Python.\n\n\nPyOgre\n - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D.\n\n\nPyOpenGL\n - Python ctypes bindings for OpenGL and it's related APIs.\n\n\nPySFML\n - Python bindings for \nSFML\n\n\nRenPy\n - A Visual Novel engine.\n\n\n\n\nLogging\n\n\nLibraries for generating and working with logs.\n\n\n\n\nlogging\n - (Python standard library) Logging facility for Python.\n\n\nlogbook\n - Logging replacement for Python.\n\n\nSentry\n - A realtime logging and aggregation server.\n\n\nRaven\n - The Python client for Sentry.\n\n\nEliot\n - Logging for complex \n distributed systems.\n\n\n\n\nTesting\n\n\nLibraries for testing codebases and generating test data.\n\n\n\n\nTesting Frameworks\n\n\nunittest\n - (Python standard library) Unit testing framework.\n\n\nnose\n - nose extends unittest.\n\n\npytest\n - A mature full-featured Python testing tool.\n\n\nmamba\n - The definitive testing tool for Python. Born under the banner of BDD.\n\n\ncontexts\n - A BDD framework for Python 3.3+. Inspired by C#'s \nMachine.Specifications\n.\n\n\npyshould\n - Should style asserts based on \nPyHamcrest\n.\n\n\npyvows\n - BDD style testing for Python. Inspired by \nVows.js\n.\n\n\nhypothesis\n - Hypothesis is an advanced Quickcheck style property based testing library.\n\n\nRobot Framework\n - A generic test automation framework.\n\n\n\n\n\n\nWeb Testing\n\n\nSelenium\n - Python bindings for \nSelenium\n WebDriver.\n\n\nsplinter\n - Open source tool for testing web applications.\n\n\nlocust\n - Scalable user load testing tool written in Python.\n\n\nsixpack\n - A language-agnostic A/B Testing framework.\n\n\n\n\n\n\nMock\n\n\nmock\n - A Python Mocking and Patching Library for Testing.\n\n\nresponses\n - A utility library for mocking out the requests Python library.\n\n\ndoublex\n - Powerful test doubles framework for Python.\n\n\nfreezegun\n - Travel through time by mocking the datetime module.\n\n\nhttpretty\n - HTTP request mock tool for Python.\n\n\nhttmock\n - A mocking library for requests for Python 2.6+ and 3.2+.\n\n\n\n\n\n\nCode Coverage\n\n\ncoverage\n - Code coverage measurement.\n\n\n\n\n\n\nFake Data\n\n\nfaker\n - A Python package that generates fake data.\n\n\nfake2db\n - Fake database generator.\n\n\nfactory_boy\n - A test fixtures replacement for Python.\n\n\nmixer\n - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc.\n\n\nmodel_mommy\n - Creating random fixtures for testing in Django.\n\n\nradar\n - Generate random datetime / time.\n\n\n\n\n\n\nError Handler\n\n\nFuckIt.py\n - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not.\n\n\n\n\n\n\n\n\nCode Analysis and Linter\n\n\nLibraries and tools for analysing, parsing and manipulation codebases.\n\n\n\n\nCode Analysis\n\n\npysonar2\n - A type inferencer and indexer for Python.\n\n\npycallgraph\n - A library that visualises the flow (call graph) of your Python application.\n\n\ncode2flow\n - Turn your Python and JavaScript code into DOT flowcharts.\n\n\n\n\n\n\nLinter\n\n\nFlake8\n - The modular source code checker: pep8, pyflakes and co.\n\n\npylama\n - Code audit tool for Python and JavaScript.\n\n\nPylint\n - A source code analyzer.\n\n\n\n\n\n\n\n\nDebugging Tools\n\n\nLibraries for debugging code.\n\n\n\n\nipdb\n - IPython-enabled \npdb\n.\n\n\nwdb\n - An improbable web debugger through WebSockets.\n\n\nwinpdb\n - A Platform Independent Python Debugger with GUI, capable of remote debugging based on rpdb2.\n\n\npudb\n \u2013 A full-screen, console-based Python debugger.\n\n\npyringe\n - Debugger capable of attaching to and injecting code into Python processes.\n\n\npython-statsd\n - Python Client for the \nstatsd\n server.\n\n\nmemory_profiler\n - Monitor Memory usage of Python code.\n\n\nprofiling\n - An interactive Python profiler.\n\n\ndjango-debug-toolbar\n - Display various debug information about the current request/response.\n\n\ndjango-devserver\n - A drop-in replacement for Django's runserver.\n\n\nflask-debugtoolbar\n - A port of the django-debug-toolbar to flask.\n\n\npyelftools\n - A pure-Python library for parsing and analyzing ELF files and DWARF debugging information.\n\n\nline_profiler\n - Line-by-line profiling.\n\n\n\n\nScience and Data Analysis\n\n\nLibraries for scientific computing and data analyzing.\n\n\n\n\nSciPy\n - A Python-based ecosystem of open-source software for mathematics, science, and engineering.\n\n\nNumPy\n - A fundamental package for scientific computing with Python.\n\n\nNumba\n - Python JIT (just in time) complier to LLVM aimed at scientific Python by the developers of Cython and NumPy.\n\n\nNetworkX\n - A high-productivity software for complex networks.\n\n\nPandas\n - A library providing high-performance, easy-to-use data structures and data analysis tools.\n\n\nOpen Mining\n - Business Intelligence (BI) in Python (Pandas web interface)\n\n\nPyMC\n - Markov Chain Monte Carlo sampling toolkit.\n\n\nzipline\n - A Pythonic algorithmic trading library.\n\n\nPyDy\n - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion based around NumPy, SciPy, IPython, and matplotlib.\n\n\nSymPy\n - A Python library for symbolic mathematics.\n\n\nstatsmodels\n - Statistical modeling and econometrics in Python.\n\n\nastropy\n - A community Python library for Astronomy.\n\n\norange\n - Data mining, data visualization, analysis and machine learning through visual programming or Python scripting.\n\n\nRDKit\n - Cheminformatics and Machine Learning Software.\n\n\nOpen Babel\n - A chemical toolbox designed to speak the many languages of chemical data.\n\n\ncclib\n - A library for parsing and interpreting the results of computational chemistry packages.\n\n\nBiopython\n - Biopython is a set of freely available tools for biological computation.\n\n\nbccb\n - Collection of useful code related to biological analysis.\n\n\nbcbio-nextgen\n - A toolkit providing best-practice pipelines for fully automated high throughput sequencing analysis.\n\n\nblaze\n - NumPy and Pandas interface to Big Data.\n\n\n\n\nData Visualization\n\n\nLibraries for visualizing data. See: \nawesome-javascript\n.\n\n\n\n\nmatplotlib\n - A Python 2D plotting library.\n\n\nbokeh\n - Interactive Web Plotting for Python.\n\n\nplotly\n - Collaborative web plotting for Python and matplotlib.\n\n\nvincent\n - A Python to Vega translator.\n\n\nggplot\n - Same API as ggplot2 for R.\n\n\npygal\n - A Python SVG Charts Creator.\n\n\npygraphviz\n - Python interface to \nGraphviz\n.\n\n\nPyQtGraph\n - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.\n\n\nVisPy\n - High-performance scientific visualization based on OpenGL.\n\n\n\n\nComputer Vision\n\n\nLibraries for computer vision.\n\n\n\n\nOpenCV\n - Open Source Computer Vision Library.\n\n\nSimpleCV\n - An open source framework for building computer vision applications.\n\n\n\n\nMachine Learning\n\n\nLibraries for Machine Learning. See: \nawesome-machine-learning\n.\n\n\n\n\nscikit-learn\n - A Python module for machine learning built on top of SciPy.\n\n\npattern\n - Web mining module for Python.\n\n\nNuPIC\n - Numenta Platform for Intelligent Computing.\n\n\nPylearn2\n - A Machine Learning library based on \nTheano\n.\n\n\nhebel\n - GPU-Accelerated Deep Learning Library in Python.\n\n\ngensim\n - Topic Modelling for Humans.\n\n\nPyBrain\n - Another Python Machine Learning Library.\n\n\nCrab\n - A \ufb02exible, fast recommender engine.\n\n\npython-recsys\n - A Python library for implementing a Recommender System.\n\n\nvowpal_porpoise\n - A lightweight Python wrapper for \nVowpal Wabbit\n.\n\n\n\n\nMapReduce\n\n\nFramworks and libraries for MapReduce.\n\n\n\n\nPySpark\n - The Spark Python API.\n\n\ndpark\n - Python clone of Spark, a MapReduce alike framework in Python.\n\n\nluigi\n - A module that helps you build complex pipelines of batch jobs.\n\n\nmrjob\n - Run MapReduce jobs on Hadoop or Amazon Web Services.\n\n\ndumbo\n - Python module that allows one to easily write and run Hadoop programs.\n\n\nstreamparse\n - Run Python code against real-time streams of data. Integrates with \nApache Storm\n.\n\n\n\n\nFunctional Programming\n\n\nFunctional Programming with Python.\n\n\n\n\nfn.py\n - Functional programming in Python: implementation of missing features to enjoy FP.\n\n\nfuncy\n - A fancy and practical functional tools.\n\n\nToolz\n - A collection of functional utilities for iterators, functions, and dictionaries.\n\n\nCyToolz\n - Cython implementation of Toolz: High performance functional utilities.\n\n\n\n\nThird-party APIs\n\n\nLibraries for accessing third party services APIs. See: \nList of Python API Wrappers and Libraries\n.\n\n\n\n\napache-libcloud\n - One Python library for all clouds.\n\n\nboto\n - Python interface to Amazon Web Services.\n\n\ntwython\n - A Python wrapper for the Twitter API.\n\n\ngoogle-api-python-client\n - Google APIs Client Library for Python.\n\n\ngspread\n - Google Spreadsheets Python API.\n\n\nfacebook-sdk\n - Facebook Platform Python SDK.\n\n\nfacepy\n - Facepy makes it really easy to interact with Facebook's Graph API\n\n\ngmail\n - A Pythonic interface for Gmail.\n\n\ndjango-wordpress\n - WordPress models and views for Django.\n\n\n\n\nDevOps Tools\n\n\nSoftware and libraries for DevOps.\n\n\n\n\nOpenStack\n - Open source software for building private and public clouds.\n\n\nAnsible\n - A radically simple IT automation platform.\n\n\nSaltStack\n - Infrastructure automation and management system.\n\n\nFabric\n - A simple, Pythonic tool for remote execution and deployment.\n\n\nFabtools\n - Tools for writing awesome Fabric files.\n\n\ncuisine\n - Chef-like functionality for Fabric.\n\n\npsutil\n - A cross-platform process and system utilities module.\n\n\npexpect\n - Controlling interactive programs in a pseudo-terminal like GNU expect.\n\n\nprovy\n - An easy-to-use provisioning system in Python.\n\n\nhoncho\n - A Python port of \nForeman\n, a tool for managing Procfile-based applications.\n\n\ngunnery\n - Multipurpose task execution tool for distributed systems with web-based interface.\n\n\nDocker-Compose\n - Fast, isolated development environments using \nDocker\n.\n\n\nhgapi\n - Pure-Python API for Mercurial.\n\n\ngitapi\n - Pure-Python API for git.\n\n\nsupervisor\n - Supervisor process control system for UNIX.\n\n\n\n\nJob Scheduler\n\n\nLibraries for scheduling jobs.\n\n\n\n\nAPScheduler\n - A light but powerful in-process task scheduler that lets you schedule functions.\n\n\ndjango-schedule\n - A calendaring app for Django.\n\n\ndoit\n - A task runner/build tool.\n\n\nJoblib\n - A set of tools to provide lightweight pipelining in Python.\n\n\nPlan\n - Writing crontab file in Python like a charm.\n\n\nSpiff\n - A powerful workflow engine implemented in pure Python.\n\n\nschedule\n - Python job scheduling for humans.\n\n\nTaskFlow\n - A Python library that helps to make task execution easy, consistent and reliable.\n\n\n\n\nForeign Function Interface\n\n\nLibraries for providing foreign function interface.\n\n\n\n\nctypes\n - (Python standard library) Foreign Function Interface for Python calling C code.\n\n\ncffi\n - Foreign Function Interface for Python calling C code.\n\n\nSWIG\n - Simplified Wrapper and Interface Generator.\n\n\nPyCUDA\n - A Python wrapper for Nvidia's CUDA API.\n\n\n\n\nHigh Performance\n\n\nLibraries for making Python faster.\n\n\n\n\nCython\n - Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains.\n\n\nPyPy\n - An implementation of Python in Python. The interpreter uses black magic to make Python very fast without having to add in additional type information.\n\n\nStackless Python\n - An enhanced version of the Python.\n\n\nPyston\n - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance.\n\n\n\n\nMicrosoft Windows\n\n\nPython programming on Microsoft Windows.\n\n\n\n\nPyWin32\n - Python Extensions for Windows.\n\n\nPythonNet\n - Python Integration with the .NET Common Language Runtime (CLR).\n\n\npythonlibs\n - Unofficial Windows binaries for Python extension packages.\n\n\nPython(x,y)\n - Scientific-applications-oriented Python Distribution based on Qt and Spyder.\n\n\nWinPython\n - Portable development environment for Windows 7/8.\n\n\n\n\nNetwork Virtualization and SDN\n\n\nTools and libraries for Virtual Networking and SDN (Software Defined Networking).\n\n\n\n\nMininet\n - A popular network emulator and API written in Python.\n\n\nPOX\n - An open source development platform for Python-based Software Defined Networking (SDN) control applications, such as OpenFlow SDN controllers.\n\n\nPyretic\n - A member of the Frenetic family of SDN programming languages that provides powerful abstractions over network switches or emulators.\n\n\nSDX Platform\n - SDN based IXP implementation that leverages Mininet, POX and Pyretic.\n\n\n\n\nHardware\n\n\nLibraries for programming with hardware.\n\n\n\n\nPyUserInput\n - A module for cross-platform control of the mouse and keyboard.\n\n\nwifi\n - A Python library and command line tool for working with WiFi on Linux.\n\n\nscapy\n - A brilliant packet manipulation library.\n\n\nino\n - Command line toolkit for working with \nArduino\n.\n\n\nPyro\n - Python Robotics.\n\n\n\n\nCompatibility\n\n\nLibraries for migrating from Python 2 to 3.\n\n\n\n\nSix\n - Python 2 and 3 compatibility utilities.\n\n\nPython-Future\n - The missing compatibility layer between Python 2 and Python 3.\n\n\nPython-Modernize\n - Modernizes Python code for eventual Python 3 migration.\n\n\n\n\nMiscellaneous\n\n\nUseful libraries or tools that don't fit in the categories above.\n\n\n\n\npluginbase\n - A simple but flexible plugin system for Python.\n\n\nitsdangerous\n - Various helpers to pass trusted data to untrusted environments.\n\n\nblinker\n - A fast Python in-process signal/event dispatching system.\n\n\nPychievements\n - A framework for creating and tracking achievements.\n\n\n\n\nAlgorithms and Design Patterns\n\n\nPython implementation of algorithms and design patterns.\n\n\n\n\npython-patterns\n - A collection of design patterns in Python.\n\n\nalgorithms\n - A module of algorithms for Python.\n\n\n\n\nEditor Plugins\n\n\nPlugins for editors and IDEs.\n\n\n\n\nVim\n\n\nPython-mode\n - An all in one plugin for turning Vim into a Python IDE.\n\n\nJedi-vim\n - Vim bindings for the \nJedi\n auto-completion library for Python.\n\n\nYouCompleteMe\n - Includes \nJedi\n-based completion engine for Python\n\n\n\n\n\n\nEmacs\n\n\nElpy\n - Emacs Python Development Environment.\n\n\n\n\n\n\nSublime Text\n\n\nSublimeJEDI\n - A Sublime Text plugin to the awesome auto-complete library \nJedi\n.\n\n\nAnaconda\n - Anaconda turns your Sublime Text 3 in a full featured Python development IDE.\n\n\n\n\n\n\n\n\nIDEs\n\n\nPopular Python IDEs.\n\n\n\n\nPyCharm\n - Commercial Python IDE based on the IntelliJ platform by JetBrains. Has free community edition available.\n\n\nKomodo\n - Commercial polyglot IDE with support for Python.\n\n\nLiClipse\n - Free polyglot IDE based on Eclipse. Uses PyDev for Python support.\n\n\nSpyder\n - Open Source Python IDE.\n\n\nWingIDE\n - Commercial IDE for Python.\n\n\n\n\nResources\n\n\nWhere to discover new Python libraries.\n\n\nWebsites\n\n\n\n\nr/Python\n\n\nCoolGithubProjects\n\n\nDjango Packages\n\n\nFull Stack Python\n\n\nPython 3 Wall of Superpowers\n\n\nPython Hackers\n\n\nPython ZEEF\n\n\nTrending Python repositories on GitHub today\n\n\n\n\nWeekly\n\n\n\n\nImport Python Newsletter\n\n\nPycoder's Weekly\n\n\nPython Weekly\n\n\n\n\nTwitter\n\n\n\n\n@codetengu\n\n\n@getpy\n\n\n@planetpython\n\n\n@pycoders\n\n\n@pypi\n\n\n@pythontrending\n\n\n@PythonWeekly\n\n\n\n\nOther Awesome Lists\n\n\nList of lists.\n\n\n\n\nPython\n\n\npycrumbs\n\n\npython-github-projects\n\n\npython_reference\n\n\npythonidae\n\n\n\n\n\n\nMonty\n\n\nawesome\n\n\nlists\n\n\n\n\n\n\n\n\nContributing\n\n\nYour contributions are always welcome!", 
+            "text": "Awesome Python\n\n\nA curated list of awesome Python frameworks, libraries and software. Inspired by \nawesome-php\n.\n\n\n\n\nAwesome Python\n\n\nEnvironment Management\n\n\nPackage Management\n\n\nPackage Repositories\n\n\nDistribution\n\n\nBuild Tools\n\n\nInteractive Interpreter\n\n\nFiles\n\n\nDate and Time\n\n\nText Processing\n\n\nSpecific Formats Processing\n\n\nNatural Language Processing\n\n\nDocumentation\n\n\nConfiguration\n\n\nCommand-line Tools\n\n\nDownloader\n\n\nImagery\n\n\nOCR\n\n\nAudio\n\n\nVideo\n\n\nGeolocation\n\n\nHTTP\n\n\nDatabase\n\n\nDatabase Drivers\n\n\nORM\n\n\nWeb Frameworks\n\n\nPermissions\n\n\nCMS\n\n\nE-commerce\n\n\nRESTful API\n\n\nAuthentication\n\n\nTemplate Engine\n\n\nQueue\n\n\nSearch\n\n\nNews Feed\n\n\nAsset Management\n\n\nCaching\n\n\nEmail\n\n\nInternationalization\n\n\nURL Manipulation\n\n\nHTML Manipulation\n\n\nWeb Crawling\n\n\nWeb Content Extracting\n\n\nForms\n\n\nData Validation\n\n\nAnti-spam\n\n\nTagging\n\n\nAdmin Panels\n\n\nStatic Site Generator\n\n\nProcesses\n\n\nConcurrency and Parallelism\n\n\nNetworking\n\n\nWebSocket\n\n\nWSGI Servers\n\n\nRPC Servers\n\n\nCryptography\n\n\nGUI\n\n\nGame Development\n\n\nLogging\n\n\nTesting\n\n\nCode Analysis and Linter\n\n\nDebugging Tools\n\n\nScience and Data Analysis\n\n\nData Visualization\n\n\nComputer Vision\n\n\nMachine Learning\n\n\nFunctional Programming\n\n\nMapReduce\n\n\nThird-party APIs\n\n\nDevOps Tools\n\n\nJob Scheduler\n\n\nForeign Function Interface\n\n\nHigh Performance\n\n\nNetwork Virtualization and SDN\n\n\nHardware\n\n\nCompatibility\n\n\nMiscellaneous\n\n\nAlgorithms and Design Patterns\n\n\nEditor Plugins\n\n\nIDEs\n\n\n\n\n\n\nResources\n\n\nWebsites\n\n\nWeekly\n\n\nTwitter\n\n\n\n\n\n\nOther Awesome Lists\n\n\nContributing\n\n\n\n\n\n\nEnvironment Management\n\n\nLibraries for Python version and environment management.\n\n\n\n\npyenv\n - Simple Python version management.\n\n\nPyRun\n - A one-file, no-installation-needed version of Python.\n\n\nVex\n - Run a command in the named virtualenv.\n\n\nvirtualenv\n - A tool to create isolated Python environments.\n\n\nvirtualenvwrapper\n - A set of extensions to virtualenv.\n\n\n\n\nPackage Management\n\n\nLibraries for package and dependency management.\n\n\n\n\npip\n - The Python package and dependency manager.\n\n\nPython Package Index\n\n\n\n\n\n\nconda\n - Cross-platform, Python-agnostic binary package manager.\n\n\nCurdling\n - Curdling is a command line tool for managing Python packages.\n\n\nwheel\n - The new standard of Python distribution and are intended to replace eggs.\n\n\n\n\nPackage Repositories\n\n\nLocal PyPI repository server and proxies.\n\n\n\n\nwarehouse\n - Next generation Python Package Repository (PyPI).\n\n\nWarehouse\n\n\n\n\n\n\nbandersnatch\n - PyPI mirroring tool provided by Python Packaging Authority (PyPA)\n\n\ndevpi\n - PyPI server and packaging/testing/release tool.\n\n\nlocalshop\n - PyPI server which mirrors official packages on-demand, and also supports local (private) package uploads.\n\n\n\n\nDistribution\n\n\nLibraries to create packaged executables for release distribution.\n\n\n\n\nPyInstaller\n - Converts Python programs into stand-alone executables (cross-platform).\n\n\ndh-virtualenv\n - Build and distribute a virtualenv as a Debian package.\n\n\nNuitka\n - Compile scripts, modules, packages to an executable or extension module.\n\n\npy2app\n - Freezes Python scripts (Mac OS X).\n\n\npy2exe\n - Freezes Python scripts (Windows).\n\n\npynsist\n - A tool to build Windows installers, installers bundle Python itself.\n\n\n\n\nBuild Tools\n\n\nCompile software from source code.\n\n\n\n\nbuildout\n - A build system for creating, assembling and deploying applications from multiple parts, some of which may be non-Python-based.\n\n\nBitBake\n - A make-like build tool with the special focus of distributions and packages for embedded Linux.\n\n\nfabricate\n - A build tool that finds dependencies automatically for any language.\n\n\nPlatformIO\n - A console tool to build code with different development platforms.\n\n\nPyBuilder\n - A continuous build tool written in pure Python which mainly targets Python applications.\n\n\nSCons\n - A software construction tool.\n\n\n\n\nInteractive Interpreter\n\n\nInteractive Python interpreters (REPL).\n\n\n\n\nIPython\n - A rich toolkit to help you make the most out of using Python interactively.\n\n\nbpython\n \u2013 A fancy interface to the Python interpreter.\n\n\nptpython\n - Advanced Python REPL built on top of the \npython-prompt-toolkit\n.\n\n\n\n\nFiles\n\n\nLibraries for file manipulation and MIME type detection.\n\n\n\n\nimghdr\n - (Python standard library) Determine the type of an image.\n\n\nmimetypes\n - (Python standard library) Map filenames to MIME types.\n\n\npath.py\n - A module wrapper for \nos.path\n.\n\n\npathlib\n - (Python standard library in Python 3.4+) An cross-platform, object-oriented path library.\n\n\npython-magic\n - A Python interface to the libmagic file type identification library.\n\n\nUnipath\n - An object-oriented approach to file/directory operations.\n\n\nwatchdog\n - API and shell utilities to monitor file system events.\n\n\n\n\nDate and Time\n\n\nLibraries for working with dates and times.\n\n\n\n\narrow\n - Better dates \n times for Python.\n\n\nChronyk\n - A Python 3 library for parsing human-written times and dates.\n\n\ndateutil\n - Extensions to the standard Python \ndatetime\n module.\n\n\ndelorean\n - A library for clearing up the inconvenient truths that arise dealing with datetimes.\n\n\nmoment\n - A Python library for dealing with dates/times. Inspired by \nMoment.js\n.\n\n\nPyTime\n - A easy-use Python module which aims to operate date/time/datetime by string.\n\n\npytz\n - World timezone definitions, modern and historical. Brings the \ntz database\n into Python.\n\n\nwhen.py\n - Providing user-friendly functions to help perform common date and time actions.\n\n\n\n\nText Processing\n\n\nLibraries for parsing and manipulating plain texts.\n\n\n\n\nGeneral\n\n\nchardet\n - Python 2/3 compatible character encoding detector.\n\n\ndifflib\n - (Python standard library) Helpers for computing deltas.\n\n\nesmre\n - Regular expression accelerator.\n\n\nftfy\n - Makes Unicode text less broken and more consistent automagically.\n\n\nfuzzywuzzy\n - Fuzzy String Matching.\n\n\nLevenshtein\n - Fast computation of Levenshtein distance and string similarity.\n\n\npangu.py\n - Spacing texts for CJK and alphanumerics.\n\n\npyfiglet\n - An implementation of figlet written in Python.\n\n\nshortuuid\n - A generator library for concise, unambiguous and URL-safe UUIDs.\n\n\nunidecode\n - ASCII transliterations of Unicode text.\n\n\nuniout\n - Print readable chars instead of the escaped string.\n\n\nxpinyin\n - A library to translate Chinese hanzi (\u6f22\u5b57) to pinyin (\u62fc\u97f3).\n\n\n\n\n\n\nSlugify\n\n\nawesome-slugify\n - A Python slugify library that can preserve unicode.\n\n\npython-slugify\n - A Python slugify library that translates unicode to ASCII.\n\n\nunicode-slugify\n - A slugifier that generates unicode slugs with Django as a dependency.\n\n\n\n\n\n\nParser\n\n\nphonenumbers\n - Parsing, formatting, storing and validating international phone numbers.\n\n\nPLY\n - Implementation of lex and yacc parsing tools for Python\n\n\nPygments\n - A generic syntax highlighter.\n\n\npyparsing\n - A general purpose framework for generating parsers.\n\n\npython-nameparser\n - Parsing human names into their individual components.\n\n\npython-user-agents\n - Browser user agent parser.\n\n\nsqlparse\n - A non-validating SQL parser.\n\n\n\n\n\n\n\n\nSpecific Formats Processing\n\n\nLibraries for parsing and manipulating specific text formats.\n\n\n\n\nGeneral\n\n\ntablib\n - A module for Tabular Datasets in XLS, CSV, JSON, YAML.\n\n\n\n\n\n\nOffice\n\n\nMarmir\n - Takes Python data structures and turns them into spreadsheets.\n\n\nopenpyxl\n - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.\n\n\npython-docx\n - Reads, queries and modifies Microsoft Word 2007/2008 docx files.\n\n\nunoconv\n - Convert between any document format supported by LibreOffice/OpenOffice.\n\n\nXlsxWriter\n - A Python module for creating Excel .xlsx files.\n\n\nxlwings\n - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.\n\n\nxlwt\n / \nxlrd\n - Writing and reading data and formatting information from Excel files.\n\n\n\n\n\n\nPDF\n\n\nPDFMiner\n - A tool for extracting information from PDF documents.\n\n\nPyPDF2\n - A library capable of splitting, merging and transforming PDF pages.\n\n\nReportLab\n - Allowing Rapid creation of rich PDF documents.\n\n\n\n\n\n\nMarkdown\n\n\nMistune\n - Fastest and full featured pure Python parsers of Markdown.\n\n\nPython-Markdown\n - A Python implementation of John Gruber\u2019s Markdown.\n\n\n\n\n\n\nYAML\n\n\nPyYAML\n - YAML implementations for Python.\n\n\n\n\n\n\nCSV\n\n\ncsvkit\n - Utilities for converting to and working with CSV.\n\n\n\n\n\n\nArchive\n\n\nunp\n - A command line tool that can unpack archives easily.\n\n\n\n\n\n\n\n\nNatural Language Processing\n\n\nLibraries for working with human languages.\n\n\n\n\nNLTK\n - A leading platform for building Python programs to work with human language data.\n\n\ngenius\n - A Chinese segment base on Conditional Random Field.\n\n\njieba\n - Chinese Words Segmentation Utilities.\n\n\nlangid.py\n - Stand-alone language identification system.\n\n\nloso\n - Another Chinese segmentation library.\n\n\nPattern\n - A web mining module for the Python. It has tools for natural language processing, machine learning, among others.\n\n\nSnowNLP\n - A library for processing Chinese text.\n\n\nTextBlob\n - Providing a consistent API for diving into common NLP tasks. Stands on the giant shoulders of NLTK and Pattern.\n\n\n\n\nDocumentation\n\n\nLibraries for generating project documentation.\n\n\n\n\nSphinx\n - Python Documentation generator.\n\n\nawesome-sphinxdoc\n\n\n\n\n\n\nMkDocs\n - Markdown friendly documentation generator.\n\n\npdoc\n - Epydoc replacement to auto generate API documentation for Python libraries.\n\n\nPycco\n - The original quick-and-dirty, hundred-line-long, literate-programming-style documentation generator.\n\n\n\n\nConfiguration\n\n\nLibraries for storing configuration options.\n\n\n\n\nconfig\n - Hierarchical config from the author of \nlogging\n.\n\n\nConfigObj\n - INI file parser with validation.\n\n\nConfigParser\n - (Python standard library) INI file parser.\n\n\nprofig\n - Config from multiple formats with value conversion.\n\n\n\n\nCommand-line Tools\n\n\nLibraries for building command-line application.\n\n\n\n\nCommand-line Application Development\n\n\ncement\n - Cement provides a light-weight and fully featured foundation to build anything from single file scripts to complex and intricately designed applications.\n\n\nclick\n - A package for creating beautiful command line interfaces in a composable way.\n\n\ncliff\n - A framework for creating command-line programs with multi-level commands.\n\n\nClime\n \u2013 Clime lets you convert any module into a multi-command CLI program without any configuration.\n\n\nclint\n - Python Command-line Application Tools.\n\n\ncolorama\n - Cross-platform colored terminal text.\n\n\ndocopt\n - Pythonic command line arguments parser.\n\n\nGooey\n - Turn command line programs into a full GUI application with one line\n\n\npyCLI\n - Command-line applications supporting standard command line parsing, logging, unit and functional testing.\n\n\npython-prompt-toolkit\n - A Library for building powerful interactive command lines.\n\n\n\n\n\n\nProductivity Tools\n\n\nbashplotlib\n - Making basic plots in the terminal. It's a quick way to visualize data without GUI.\n\n\ncaniusepython3\n - Determine what projects are blocking you from porting to Python 3.\n\n\ncookiecutter\n - A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.\n\n\ndoitlive\n - A tool for live presentations in the terminal.\n\n\nhttpie\n - A command line HTTP client, a user-friendly cURL replacement.\n\n\nPathPicker\n - Select files out of bash output.\n\n\npercol\n - Adds flavor of interactive selection to the traditional pipe concept on UNIX.\n\n\nRainbowStream\n - Smart and nice Twitter client on terminal.\n\n\nthefuck\n - Correcting your previous console command.\n\n\n\n\n\n\n\n\nDownloader\n\n\nLibraries for downloading.\n\n\n\n\ncoursera\n - Script for downloading Coursera.org videos and naming them.\n\n\ns3cmd\n - A command line tool for managing Amazon S3 and CloudFront.\n\n\ns4cmd\n - Super S3 command line tool, good for higher performance.\n\n\nsubliminal\n - Library and command line tool to search and download subtitles.\n\n\nWikiTeam\n - Tools for downloading and preserving wikis.\n\n\nyou-get\n - A YouTube/Youku/Niconico video downloader written in Python 3.\n\n\nyoutube-dl\n - A small command-line program to download videos from YouTube.\n\n\n\n\nImagery\n\n\nLibraries for manipulating images.\n\n\n\n\npillow\n - Pillow is the friendly \nPIL\n fork.\n\n\nhmap\n - Image histogram remapping.\n\n\nimgSeek\n - A project for searching a collection of images using visual similarity.\n\n\nnude.py\n - Nudity detection.\n\n\npyBarcode\n - Create barcodes in Python without needing PIL.\n\n\npygram\n - Instagram-like image filters.\n\n\npython-qrcode\n - A pure Python QR Code generator.\n\n\nQuads\n - Computer art based on quadtrees.\n\n\nscikit-image\n - A Python library for (scientific) image processing.\n\n\nthumbor\n - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.\n\n\nwand\n - Python bindings for \nMagickWand\n, C API for ImageMagick.\n\n\n\n\nOCR\n\n\nLibraries for Optical Character Recognition.\n\n\n\n\npyocr\n - A wrapper for Tesseract and Cuneiform.\n\n\npytesseract\n - Another wrapper for Google Tesseract OCR.\n\n\npython-tesseract\n - A wrapper class for \nGoogle Tesseract OCR\n.\n\n\n\n\nAudio\n\n\nLibraries for manipulating audio.\n\n\n\n\naudiolazy\n - Expressive Digital Signal Processing (DSP) package for Python.\n\n\naudioread\n - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.\n\n\nbeets\n - A music library manager and \nMusicBrainz\n tagger.\n\n\ndejavu\n - Audio fingerprinting and recognition.\n\n\ndjango-elastic-transcoder\n - Django + \nAmazon Elastic Transcoder\n.\n\n\neyeD3\n - A tool for working with audio files, specifically MP3 files containing ID3 metadata.\n\n\nid3reader\n - A Python module for reading MP3 meta data.\n\n\nm3u8\n - A module for parsing m3u8 file.\n\n\nmutagen\n - A Python module to handle audio metadata.\n\n\npydub\n - Manipulate audio with a simple and easy high level interface.\n\n\npyechonest\n - Python client for the \nEcho Nest\n API.\n\n\ntalkbox\n - A Python library for speech/signal processing.\n\n\nTimeSide\n - Open web audio processing framework.\n\n\ntinytag\n - A library for reading music meta data of MP3, OGG, FLAC and Wave files.\n\n\n\n\nVideo\n\n\nLibraries for manipulating video and GIFs.\n\n\n\n\nmoviepy\n - A module for script-based movie editing with many formats, including animated GIFs.\n\n\nscikit-video\n - Video processing routines for SciPy.\n\n\nshorten.tv\n - Video summarization.\n\n\n\n\nGeolocation\n\n\nLibraries for geocoding addresses and working with latitudes and longitudes.\n\n\n\n\nGeoDjango\n - A world-class geographic web framework.\n\n\ndjango-countries\n - A Django app that provides country choices for use with forms, flag icons static files, and a country field for models.\n\n\nGeoIP\n - Python API for MaxMind GeoIP Legacy Database.\n\n\ngeojson\n - Python bindings and utilities for GeoJSON.\n\n\ngeopy\n - Python Geocoding Toolbox.\n\n\npygeoip\n - Pure Python GeoIP API.\n\n\n\n\nHTTP\n\n\nLibraries for working with HTTP.\n\n\n\n\nrequests\n - HTTP Requests for Humans\u2122.\n\n\ngrequests\n - requests + gevent for asynchronous HTTP requests.\n\n\nhttplib2\n - Comprehensive HTTP client library.\n\n\ntreq\n - Python requests like API built on top of Twisted's HTTP client.\n\n\nurllib3\n - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.\n\n\n\n\nDatabase\n\n\nDatabases implemented in Python.\n\n\n\n\npickleDB\n - A simple and lightweight key-value store for Python.\n\n\nPipelineDB\n - The Streaming SQL Database.\n\n\nTinyDB\n - A tiny, document-oriented database.\n\n\nZODB\n - A native object database for Python. A key-value and object graph database.\n\n\n\n\nDatabase Drivers\n\n\nLibraries for connecting and operating databases.\n\n\n\n\nRelational Databases\n\n\napsw\n - Another Python SQLite wrapper.\n\n\ndataset\n - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.\n\n\nmysql-connector-python\n - A pure Python MySQL driver from Oracle.\n\n\nmysql-python\n - The MySQL database connector for Python.\n\n\nmysqlclient\n - mysql-python fork supporting Python 3.\n\n\noursql\n - A better MySQL connector with support for native prepared statements and BLOBs.\n\n\npsycopg2\n - The most popular PostgreSQL adapter for Python.\n\n\nPyMySQL\n - Pure Python MySQL driver compatible to mysql-python.\n\n\nqueries\n - A wrapper of the psycopg2 library for interacting with PostgreSQL.\n\n\ntxpostgres\n - Twisted based asynchronous driver for PostgreSQL.\n\n\n\n\n\n\nNoSQL Databases\n\n\ncassandra-python-driver\n - Python driver for Cassandra.\n\n\nHappyBase\n - A developer-friendly library for Apache HBase.\n\n\nPlyvel\n - A fast and feature-rich Python interface to LevelDB.\n\n\npy2neo\n - Python wrapper client for Neo4j's restful interface.\n\n\npycassa\n - Python Thrift driver for Cassandra.\n\n\nPyMongo\n - The official Python client for MongoDB.\n\n\nredis-py\n - The Redis Python Client.\n\n\ntelephus\n - Twisted based client for Cassandra.\n\n\ntxRedis\n - Twisted based client for Redis.\n\n\n\n\n\n\n\n\nORM\n\n\nLibraries that implement Object-Relational Mapping or data mapping techniques.\n\n\n\n\nRelational Databases\n\n\nDjango Models\n - A part of Django.\n\n\nSQLAlchemy\n - The Python SQL Toolkit and Object Relational Mapper.\n\n\nawesome-sqlalchemy\n\n\n\n\n\n\npeewee\n - A small, expressive ORM.\n\n\nPonyORM\n - ORM that provides a generator-oriented interface to SQL.\n\n\n\n\n\n\nNoSQL Databases\n\n\ndjango-mongodb-engine\n - Django MongoDB Backend.\n\n\nflywheel\n - Object mapper for Amazon DynamoDB.\n\n\nMongoEngine\n - A Python Object-Document-Mapper for working with MongoDB.\n\n\nredisco\n - A Python Library for Simple Models and Containers Persisted in Redis.\n\n\n\n\n\n\nOthers\n\n\nbutterdb\n - A Python ORM for Google Drive Spreadsheets.\n\n\n\n\n\n\n\n\nWeb Frameworks\n\n\nFull stack web frameworks.\n\n\n\n\nDjango\n - The most popular web framework in Python.\n\n\nawesome-django\n\n\n\n\n\n\nFlask\n - A microframework for Python.\n\n\nawesome-flask\n\n\n\n\n\n\nPyramid\n - A small, fast, down-to-earth, open source Python web framework.\n\n\nawesome-pyramid\n\n\n\n\n\n\nBluebream\n - An open-source web application server, framework and library, formerly known as Zope 3.\n\n\nBottle\n - A fast, simple and lightweight WSGI micro web-framework.\n\n\nCherryPy\n - A Minimalist Python Web Framework, HTTP/1.1-compliant and WSGI thread-pooled.\n\n\nGrok\n - A framework built on the existing Zope 3 libraries.\n\n\nguava\n - A lightweight and high performance web framework for Python written in C.\n\n\nTurboGears\n - The Web Framework that starts as a microframework and scales up to a full stack solution.\n\n\nweb.py\n - A web framework for Python that is as simple as it is powerful.\n\n\nweb2py\n - A full stack web framework and platform focused in the ease of use.\n\n\n\n\nPermissions\n\n\nLibraries that allow or deny users access to data or functionality.\n\n\n\n\nCarteblanche\n - Module to align code with thoughts of users and designers. Also magically handles navigation and permissions.\n\n\ndjango-guardian\n - Implementation of per object permissions for Django 1.2+\n\n\ndjango-rules\n - A tiny but powerful app providing object-level permissions to Django, without requiring a database.\n\n\n\n\nCMS\n\n\nContent Management Systems.\n\n\n\n\ndjango-cms\n - An Open source enterprise CMS based on the Django.\n\n\ndjedi-cms\n - A lightweight but yet powerful Django CMS with plugins, inline editing and performance in mind.\n\n\nFeinCMS\n - One of the most advanced Content Management Systems built on Django.\n\n\nKotte\n - A high-level, Pythonic web application framework built on Pyramid.\n\n\nMezzanine\n - A powerful, consistent, and flexible content management platform.\n\n\nOpps\n - A Django-based CMS for magazines, newspapers websites and portals with high-traffic.\n\n\nPlone\n - A CMS built on top of the open source application server Zope.\n\n\nQuokka\n - Flexible, extensible, small CMS powered by Flask and MongoDB.\n\n\nWagtail\n - A Django content management system.\n\n\nWidgy\n - Last CMS framework, based on Django.\n\n\n\n\nE-commerce\n\n\nFrameworks and libraries for e-commerce and payments.\n\n\n\n\ndjango-oscar\n - An open-source e-commerce framework for Django.\n\n\ndjango-shop\n - A Django based shop system.\n\n\nshoop\n - An open source E-Commerce platform based on Django.\n\n\nalipay\n - Unofficial Alipay API for Python.\n\n\nmerchant\n - A Django app to accept payments from various payment processors.\n\n\nmoney\n - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution.\n\n\npython-currencies\n - Display money format and its filthy currencies.\n\n\n\n\nRESTful API\n\n\nLibraries for developing RESTful APIs.\n\n\n\n\ndjango-rest-framework\n - A powerful and flexible toolkit that makes it easy to build Web APIs.\n\n\ndjango-tastypie\n - Creating delicious APIs for Django apps.\n\n\ndjango-formapi\n - Create JSON APIs with HMAC authentication and Django form-validation.\n\n\nflask-api\n - Browsable Web APIs for Flask.\n\n\nflask-restful\n - An extension for Flask that adds support for quickly building REST APIs.\n\n\nflask-restless\n - Generating RESTful APIs for database models defined with SQLAlchemy.\n\n\nflask-api-utils\n - Flask extension that takes care of API representation and authentication.\n\n\nfalcon\n - A high-performance Python framework for building cloud APIs and web app backends.\n\n\neve\n - REST API framework powered by Flask, MongoDB and good intentions.\n\n\nsandman\n - Automated REST APIs for existing database-driven systems.\n\n\nrestless\n - Framework agnostic REST framework based on lessons learned from TastyPie.\n\n\nsavory-pie\n - REST API building library (Django, and others)\n\n\nripozo\n - Quickly creating REST/HATEOAS/Hypermedia APIs with extensions for Flask and Django.\n\n\ncornice\n - A REST framework for Pyramid.\n\n\n\n\nAuthentication\n\n\nLibraries for implementing authentications schemes.\n\n\n\n\nOAuth\n\n\nAuthomatic\n - Simple but powerful framework agnostic authentication/authorization client.\n\n\ndjango-allauth\n - Authentication app for Django that \"just works.\"\n\n\ndjango-oauth-toolkit\n - OAuth2 goodies for the Djangonauts.\n\n\ndjango-oauth2-provider\n - Providing OAuth2 access to Django app.\n\n\nFlask-OAuthlib\n - OAuth 1.0/a, 2.0 implementation of client and provider for Flask.\n\n\nOAuthLib\n - A generic and thorough implementation of the OAuth request-signing logic.\n\n\npython-oauth2\n - A fully tested, abstract interface to creating OAuth clients and servers.\n\n\npython-social-auth\n - An easy-to-setup social authentication mechanism.\n\n\nrauth\n - A Python library for OAuth 1.0/a, 2.0, and Ofly.\n\n\nsanction\n - A dead simple OAuth2 client implementation.\n\n\n\n\n\n\nOthers\n\n\njose\n - JavaScript Object Signing and Encryption draft implementation.\n\n\nPyJWT\n - Implementation of the JSON Web Token draft 01.\n\n\npython-jws\n - Implementation of JSON Web Signatures draft 02.\n\n\npython-jwt\n - Module for generating and verifying JSON Web Tokens.\n\n\n\n\n\n\n\n\nTemplate Engine\n\n\nLibraries and tools for templating and lexing.\n\n\n\n\nJinja2\n - A modern and designer friendly templating language.\n\n\nChameleon\n - An HTML/XML template engine. Modeled after ZPT, optimized for speed.\n\n\nGenshi\n - Python templating toolkit for generation of web-aware output.\n\n\nMako\n - Hyperfast and lightweight templating for the Python platform.\n\n\nSpitfire\n - A very fast Python template compiler.\n\n\n\n\nQueue\n\n\nLibraries for working with event and task queues.\n\n\n\n\ncelery\n - An asynchronous task queue/job queue based on distributed message passing.\n\n\nhuey\n - Little multi-threaded task queue.\n\n\nmrq\n - Mr. Queue - A distributed worker task queue in Python using Redis \n gevent.\n\n\nrq\n - Simple job queues for Python.\n\n\nsimpleq\n - A simple, infinitely scalable, Amazon SQS based queue.\n\n\n\n\nSearch\n\n\nLibraries and software for indexing and performing search queries on data.\n\n\n\n\ndjango-haystack\n - Modular search for Django.\n\n\nelasticsearch-py\n - The official low-level Python client for \nElasticsearch\n.\n\n\nelasticsearch-dsl-py\n - The official high-level Python client for Elasticsearch.\n\n\nsolrpy\n - A Python client for \nsolr\n.\n\n\nWhoosh\n - A fast, pure Python search engine library.\n\n\n\n\nNews Feed\n\n\nLibraries for building user's activities.\n\n\n\n\ndjango-activity-stream\n - Generate generic activity streams from the actions on your site.\n\n\nFeedly\n - A library to build newsfeed and notification systems using Cassandra and Redis.\n\n\n\n\nAsset Management\n\n\nTools for managing, compressing and minifying website assets.\n\n\n\n\ndjango-compressor\n - Compresses linked and inline JavaScript or CSS into a single cached file.\n\n\ndjango-storages\n - A collection of custom storage back ends for Django.\n\n\nfanstatic\n - Packages, optimizes, and serves static file dependencies as Python packages.\n\n\nFile Conveyor\n - A daemon to detect and sync files to CDNs, S3 and FTP.\n\n\nFlask-Assets\n - Helps you integrate webassets into your Flask app.\n\n\nglue\n - Glue is a simple command line tool to generate CSS sprites.\n\n\njinja-assets-compressor\n - A Jinja extension to compile and compress your assets.\n\n\nwebassets\n - Bundles, optimizes, and manages unique cache-busting URLs for static resources.\n\n\n\n\nCaching\n\n\nLibraries for caching data.\n\n\n\n\nBeaker\n - A library for caching and sessions for use with web applications and stand-alone Python scripts and applications.\n\n\ndjango-cache-machine\n - Automatic caching and invalidation for Django models.\n\n\ndjango-cacheops\n - A slick ORM cache with automatic granular event-driven invalidation.\n\n\ndjango-viewlet\n - Render template parts with extended cache control.\n\n\ndogpile.cache\n - dogpile.cache is next generation replacement for Beaker made by same authors.\n\n\nHermesCache\n - Python caching library with tag-based invalidation and dogpile effect prevention.\n\n\njohnny-cache\n - A caching framework for django applications.\n\n\npylibmc\n - A Python wrapper around the \nlibmemcached\n interface.\n\n\n\n\nEmail\n\n\nLibraries for sending and parsing email.\n\n\n\n\ndjango-celery-ses\n - Django email back end with AWS SES and Celery.\n\n\nenvelopes\n - Mailing for human beings.\n\n\nflanker\n - A email address and Mime parsing library.\n\n\nimbox\n - Python IMAP for Humans.\n\n\ninbox.py\n - Python SMTP Server for Humans.\n\n\ninbox\n - The open source email toolkit.\n\n\nlamson\n - Pythonic SMTP Application Server.\n\n\nmailjet\n - Mailjet API implementation for batch mailing, statistics and more.\n\n\nmarrow.mailer\n - High-performance extensible mail delivery framework.\n\n\nmodoboa\n - A mail hosting and management platform including a modern and simplified Web UI.\n\n\npyzmail\n - Compose, send and parse emails.\n\n\nTalon\n - Mailgun library to extract message quotations and signatures.\n\n\n\n\nInternationalization\n\n\nLibraries for working with i18n.\n\n\n\n\nBabel\n - An internationalization library for Python.\n\n\nKorean\n - A library for \nKorean\n morphology.\n\n\n\n\nURL Manipulation\n\n\nLibraries for parsing URLs.\n\n\n\n\nfurl\n - A small Python library that makes manipulating URLs simple.\n\n\npurl\n - A simple, immutable URL class with a clean API for interrogation and manipulation.\n\n\npyshorteners\n - A pure Python URL shortening lib.\n\n\nshort_url\n - Python implementation for generating Tiny URL and bit.ly-like URLs.\n\n\nwebargs\n - A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, and Pyramid.\n\n\n\n\nHTML Manipulation\n\n\nLibraries for working with HTML and XML.\n\n\n\n\nBeautifulSoup\n - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.\n\n\nbleach\n - A whitelist-based HTML sanitization and text linkification library.\n\n\ncssutils\n - A CSS library for Python.\n\n\nhtml5lib\n - A standards-compliant library for parsing and serializing HTML documents and fragments.\n\n\nlxml\n - A very fast, easy-to-use and versatile library for handling HTML and XML.\n\n\nMarkupSafe\n - Implements a XML/HTML/XHTML Markup safe string for Python.\n\n\npyquery\n - A jQuery-like library for parsing HTML.\n\n\nuntangle\n - Converts XML documents to Python objects for easy access.\n\n\nxhtml2pdf\n - HTML/CSS to PDF converter.\n\n\nxmltodict\n - Working with XML feel like you are working with JSON.\n\n\n\n\nWeb Crawling\n\n\nLibraries for scraping websites.\n\n\n\n\nScrapy\n - A fast high-level screen scraping and web crawling framework.\n\n\ncola\n - A distributed crawling framework.\n\n\nDemiurge\n - PyQuery-based scraping micro-framework.\n\n\nfeedparser\n - Universal feed parser.\n\n\nGrab\n - Site scraping framework.\n\n\nMechanicalSoup\n - A Python library for automating interaction with websites.\n\n\nportia\n - Visual scraping for Scrapy.\n\n\npyspider\n - A powerful spider system.\n\n\nRoboBrowser\n - A simple, Pythonic library for browsing the web without a standalone web browser.\n\n\n\n\nWeb Content Extracting\n\n\nLibraries for extracting web contents.\n\n\n\n\nHaul\n - An Extensible Image Crawler.\n\n\nhtml2text\n - Convert HTML to Markdown-formatted text.\n\n\nlassie\n - Web Content Retrieval for Humans.\n\n\nmicawber\n - A small library for extracting rich content from URLs.\n\n\nnewspaper\n - News extraction, article extraction and content curation in Python.\n\n\nopengraph\n - A Python module to parse the Open Graph Protocol\n\n\npython-goose\n - HTML Content/Article Extractor.\n\n\npython-readability\n - Fast Python port of arc90's readability tool.\n\n\nsanitize\n - Bringing sanity to world of messed-up data.\n\n\nsumy\n - A module for automatic summarization of text documents and HTML pages.\n\n\ntextract\n - Extract text from any document, Word, PowerPoint, PDFs, etc.\n\n\n\n\nForms\n\n\nLibraries for working with forms.\n\n\n\n\nDeform\n - Python HTML form generation library influenced by the formish form generation library.\n\n\ndjango-bootstrap3\n - Bootstrap 3 integration with Django.\n\n\ndjango-crispy-forms\n - A Django app which lets you create beautiful forms in a very elegant and DRY way.\n\n\ndjango-remote-forms\n - A platform independent Django form serializer.\n\n\nWTForms-JSON\n - A WTForms extension for JSON data handling.\n\n\nWTForms\n - A flexible forms validation and rendering library.\n\n\n\n\nData Validation\n\n\nLibraries for validating data. Used for forms in many cases.\n\n\n\n\nCerberus\n - A mappings-validator with a variety of rules, normalization-features and simple customization that uses a pythonic schema-definition.\n\n\ncolander\n - A system for validating and deserializing data obtained via XML, JSON, an HTML form post or any other equally simple data serialization.\n\n\nkmatch\n - A language for matching/validating/filtering Python dictionaries.\n\n\nschema\n - A library for validating Python data structures.\n\n\nSchematics\n - Data Structure Validation.\n\n\nvalideer\n - Lightweight extensible data validation and adaptation library.\n\n\nvoluptuous\n - A Python data validation library. It is primarily intended for validating data coming into Python as JSON, YAML, etc.\n\n\n\n\nAnti-spam\n\n\nLibraries for fighting spam.\n\n\n\n\ndjango-simple-captcha\n - A simple and highly customizable Django app to add captcha images to any Django form.\n\n\ndjango-simple-spam-blocker\n - Simple spam blocker for Django.\n\n\n\n\nTagging\n\n\nLibraries for tagging items.\n\n\n\n\ndjango-taggit\n - Simple tagging for Django.\n\n\n\n\nAdmin Panels\n\n\nLibraries for administrative interfaces.\n\n\n\n\nAjenti\n - The admin panel your servers deserve.\n\n\ndjango-suit\n - Alternative Django Admin-Interface (free only for Non-commercial use).\n\n\ndjango-xadmin\n - Drop-in replacement of Django admin comes with lots of goodies.\n\n\nflask-admin\n - Simple and extensible administrative interface framework for Flask.\n\n\nflower\n - Real-time monitor and web admin for Celery.\n\n\nGrappelli\n \u2013 A jazzy skin for the Django Admin-Interface.\n\n\n\n\nStatic Site Generator\n\n\nStatic site generator is a software that takes some text + templates as input and produces HTML files on the output.\n\n\n\n\nPelican\n - Uses Markdown or ReST for content and Jinja 2 for themes. Supports DVCS, Disqus. AGPL.\n\n\nCactus\n \u2013 Static site generator for designers.\n\n\nHyde\n - Jinja2-based static web site generator.\n\n\nNikola\n - A static website and blog generator.\n\n\nTinkerer\n - Tinkerer is a blogging engine/.static website generator powered by Sphinx.\n\n\n\n\nProcesses\n\n\nLibraries for starting and communicating with OS processes.\n\n\n\n\nenvoy\n - Python \nsubprocess\n for Humans\u2122.\n\n\nsarge\n - Yet another wrapper for subprocess.\n\n\nsh\n - A full-fledged subprocess replacement for Python.\n\n\n\n\nConcurrency and Parallelism\n\n\nLibraries for concurrent and parallel execution.\n\n\n\n\nmultiprocessing\n - (Python standard library) Process-based \"threading\" interface.\n\n\nthreading\n - (Python standard library) Higher-level threading interface.\n\n\neventlet\n - Asynchronous framework with WSGI support.\n\n\ngevent\n - A coroutine-based Python networking library that uses \ngreenlet\n.\n\n\nTomorrow\n - Magic decorator syntax for asynchronous code.\n\n\n\n\nNetworking\n\n\nLibraries for networking programming.\n\n\n\n\nasyncio\n - (Python standard library in Python 3.4+) Asynchronous I/O, event loop, coroutines and tasks.\n\n\nTornado\n - A Web framework and asynchronous networking library.\n\n\nTwisted\n - An event-driven networking engine.\n\n\npulsar\n - Event-driven concurrent framework for Python.\n\n\ndiesel\n - Greenlet-based event I/O Framework for Python.\n\n\npyzmq\n - A Python wrapper for the ZeroMQ message library.\n\n\ntxZMQ\n - Twisted based wrapper for the ZeroMQ message library.\n\n\n\n\nWebSocket\n\n\nLibraries for working with WebSocket.\n\n\n\n\nAutobahnPython\n - WebSocket \n WAMP for Python on Twisted and \nasyncio\n.\n\n\nCrossbar\n - Open-source Unified Application Router (Websocket \n WAMP for Python on Autobahn).\n\n\nWebSocket-for-Python\n - WebSocket client and server library for Python 2 and 3 as well as PyPy.\n\n\n\n\nWSGI Servers\n\n\nWSGI-compatible web servers.\n\n\n\n\ngunicorn\n - Pre-forked, partly written in C.\n\n\nuwsgi\n - A project aims at developing a full stack for building hosting services, written in C.\n\n\nbjoern\n - Asynchronous, very fast and written in C.\n\n\nfapws3\n - Asynchronous (network side only), written in C.\n\n\nmeinheld\n - Asynchronous, partly written in C.\n\n\nnetius\n - Asynchronous, very fast.\n\n\npaste\n - Multi-threaded, stable, tried and tested.\n\n\nrocket\n - Multi-threaded.\n\n\nwaitress\n - Multi-threaded, poweres Pyramid.\n\n\nWerkzeug\n - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.\n\n\n\n\nRPC Servers\n\n\nRPC-compatible servers.\n\n\n\n\nSimpleJSONRPCServer\n - This library is an implementation of the JSON-RPC specification.\n\n\nSimpleXMLRPCServer\n - (Python standard library) Simple XML-RPC server implementation, single-threaded.\n\n\nzeroRPC\n - zerorpc is a flexible RPC implementation based on \nZeroMQ\n and \nMessagePack\n.\n\n\n\n\nCryptography\n\n\n\n\ncryptography\n - A package designed to expose cryptographic primitives and recipes to Python developers.\n\n\nhashids\n - Implementation of \nhashids\n in Python.\n\n\nParamiko\n - A Python (2.6+, 3.3+) implementation of the SSHv2 protocol, providing both client and server functionality.\n\n\nPasslib\n - Secure password storage/hashing library, very high level.\n\n\nPyCrypto\n - The Python Cryptography Toolkit.\n\n\nPyNacl\n - Python binding to the Networking and Cryptography (NaCl) library.\n\n\n\n\nGUI\n\n\nLibraries for working with graphical user interface applications.\n\n\n\n\ncurses\n - Built-in wrapper for \nncurses\n used to create terminal GUI applications.\n\n\nenaml\n - Creating beautiful user-interfaces with Declaratic Syntax like QML.\n\n\nkivy\n - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.\n\n\npyglet\n - A cross-platform windowing and multimedia library for Python.\n\n\nPyQt\n - Python bindings for the \nQt\n cross-platform application and UI framework, with support for both Qt v4 and Qt v5 frameworks.\n\n\nPySide\n - Python bindings for the \nQt\n cross-platform application and UI framework, supporting the Qt v4 framework.\n\n\nTkinter\n - Tkinter is Python's de-facto standard GUI package.\n\n\nToga\n - A Python native, OS native GUI toolkit.\n\n\nurwid\n - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.\n\n\nwxPython\n - A blending of the wxWidgets C++ class library with the Python.\n\n\n\n\nGame Development\n\n\nAwesome game development libraries.\n\n\n\n\nCocos2d\n - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications. It is based on pyglet.\n\n\nPanda3D\n - 3D game engine developed by Disney and maintained by Carnegie Mellon's Entertainment Technology Center. Written in C++, completely wrapped in Python.\n\n\nPygame\n - Pygame is a set of Python modules designed for writing games.\n\n\nPyOgre\n - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D.\n\n\nPyOpenGL\n - Python ctypes bindings for OpenGL and it's related APIs.\n\n\nPySDL2\n - A ctypes based wrapper for the SDL2 library.\n\n\nPySFML\n - Python bindings for \nSFML\n\n\nRenPy\n - A Visual Novel engine.\n\n\n\n\nLogging\n\n\nLibraries for generating and working with logs.\n\n\n\n\nlogging\n - (Python standard library) Logging facility for Python.\n\n\nlogbook\n - Logging replacement for Python.\n\n\nEliot\n - Logging for complex \n distributed systems.\n\n\nRaven\n - The Python client for Sentry.\n\n\nSentry\n - A realtime logging and aggregation server.\n\n\n\n\nTesting\n\n\nLibraries for testing codebases and generating test data.\n\n\n\n\nTesting Frameworks\n\n\nunittest\n - (Python standard library) Unit testing framework.\n\n\ncontexts\n - A BDD framework for Python 3.3+. Inspired by C#'s \nMachine.Specifications\n.\n\n\nhypothesis\n - Hypothesis is an advanced Quickcheck style property based testing library.\n\n\nmamba\n - The definitive testing tool for Python. Born under the banner of BDD.\n\n\nnose\n - nose extends unittest.\n\n\npyshould\n - Should style asserts based on \nPyHamcrest\n.\n\n\npytest\n - A mature full-featured Python testing tool.\n\n\npyvows\n - BDD style testing for Python. Inspired by \nVows.js\n.\n\n\nRobot Framework\n - A generic test automation framework.\n\n\n\n\n\n\nWeb Testing\n\n\nSelenium\n - Python bindings for \nSelenium\n WebDriver.\n\n\nlocust\n - Scalable user load testing tool written in Python.\n\n\nsixpack\n - A language-agnostic A/B Testing framework.\n\n\nsplinter\n - Open source tool for testing web applications.\n\n\n\n\n\n\nMock\n\n\ndoublex\n - Powerful test doubles framework for Python.\n\n\nfreezegun\n - Travel through time by mocking the datetime module.\n\n\nhttmock\n - A mocking library for requests for Python 2.6+ and 3.2+.\n\n\nhttpretty\n - HTTP request mock tool for Python.\n\n\nmock\n - A Python Mocking and Patching Library for Testing.\n\n\nresponses\n - A utility library for mocking out the requests Python library.\n\n\n\n\n\n\nCode Coverage\n\n\ncoverage\n - Code coverage measurement.\n\n\n\n\n\n\nFake Data\n\n\nfactory_boy\n - A test fixtures replacement for Python.\n\n\nfake2db\n - Fake database generator.\n\n\nfaker\n - A Python package that generates fake data.\n\n\nmixer\n - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc.\n\n\nmodel_mommy\n - Creating random fixtures for testing in Django.\n\n\nradar\n - Generate random datetime / time.\n\n\n\n\n\n\nError Handler\n\n\nFuckIt.py\n - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not.\n\n\n\n\n\n\n\n\nCode Analysis and Linter\n\n\nLibraries and tools for analysing, parsing and manipulation codebases.\n\n\n\n\nCode Analysis\n\n\ncode2flow\n - Turn your Python and JavaScript code into DOT flowcharts.\n\n\npycallgraph\n - A library that visualises the flow (call graph) of your Python application.\n\n\npysonar2\n - A type inferencer and indexer for Python.\n\n\n\n\n\n\nLinter\n\n\nFlake8\n - The modular source code checker: pep8, pyflakes and co.\n\n\npylama\n - Code audit tool for Python and JavaScript.\n\n\nPylint\n - A source code analyzer.\n\n\n\n\n\n\n\n\nDebugging Tools\n\n\nLibraries for debugging code.\n\n\n\n\nipdb\n - IPython-enabled \npdb\n.\n\n\ndjango-debug-toolbar\n - Display various debug information about the current request/response.\n\n\ndjango-devserver\n - A drop-in replacement for Django's runserver.\n\n\nflask-debugtoolbar\n - A port of the django-debug-toolbar to flask.\n\n\nline_profiler\n - Line-by-line profiling.\n\n\nmemory_profiler\n - Monitor Memory usage of Python code.\n\n\nprofiling\n - An interactive Python profiler.\n\n\npudb\n \u2013 A full-screen, console-based Python debugger.\n\n\npyelftools\n - A pure-Python library for parsing and analyzing ELF files and DWARF debugging information.\n\n\npyringe\n - Debugger capable of attaching to and injecting code into Python processes.\n\n\npython-statsd\n - Python Client for the \nstatsd\n server.\n\n\nwdb\n - An improbable web debugger through WebSockets.\n\n\nwinpdb\n - A Platform Independent Python Debugger with GUI, capable of remote debugging based on rpdb2.\n\n\n\n\nScience and Data Analysis\n\n\nLibraries for scientific computing and data analyzing.\n\n\n\n\nastropy\n - A community Python library for Astronomy.\n\n\nbcbio-nextgen\n - A toolkit providing best-practice pipelines for fully automated high throughput sequencing analysis.\n\n\nbccb\n - Collection of useful code related to biological analysis.\n\n\nBiopython\n - Biopython is a set of freely available tools for biological computation.\n\n\nblaze\n - NumPy and Pandas interface to Big Data.\n\n\ncclib\n - A library for parsing and interpreting the results of computational chemistry packages.\n\n\nNetworkX\n - A high-productivity software for complex networks.\n\n\nNumba\n - Python JIT (just in time) complier to LLVM aimed at scientific Python by the developers of Cython and NumPy.\n\n\nNumPy\n - A fundamental package for scientific computing with Python.\n\n\nOpen Babel\n - A chemical toolbox designed to speak the many languages of chemical data.\n\n\nOpen Mining\n - Business Intelligence (BI) in Python (Pandas web interface)\n\n\norange\n - Data mining, data visualization, analysis and machine learning through visual programming or Python scripting.\n\n\nPandas\n - A library providing high-performance, easy-to-use data structures and data analysis tools.\n\n\nPyDy\n - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion based around NumPy, SciPy, IPython, and matplotlib.\n\n\nPyMC\n - Markov Chain Monte Carlo sampling toolkit.\n\n\nRDKit\n - Cheminformatics and Machine Learning Software.\n\n\nSciPy\n - A Python-based ecosystem of open-source software for mathematics, science, and engineering.\n\n\nstatsmodels\n - Statistical modeling and econometrics in Python.\n\n\nSymPy\n - A Python library for symbolic mathematics.\n\n\nzipline\n - A Pythonic algorithmic trading library.\n\n\n\n\nData Visualization\n\n\nLibraries for visualizing data. See: \nawesome-javascript\n.\n\n\n\n\nmatplotlib\n - A Python 2D plotting library.\n\n\nbokeh\n - Interactive Web Plotting for Python.\n\n\nggplot\n - Same API as ggplot2 for R.\n\n\nplotly\n - Collaborative web plotting for Python and matplotlib.\n\n\npygal\n - A Python SVG Charts Creator.\n\n\npygraphviz\n - Python interface to \nGraphviz\n.\n\n\nPyQtGraph\n - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.\n\n\nvincent\n - A Python to Vega translator.\n\n\nVisPy\n - High-performance scientific visualization based on OpenGL.\n\n\n\n\nComputer Vision\n\n\nLibraries for computer vision.\n\n\n\n\nOpenCV\n - Open Source Computer Vision Library.\n\n\nSimpleCV\n - An open source framework for building computer vision applications.\n\n\n\n\nMachine Learning\n\n\nLibraries for Machine Learning. See: \nawesome-machine-learning\n.\n\n\n\n\nCrab\n - A \ufb02exible, fast recommender engine.\n\n\ngensim\n - Topic Modelling for Humans.\n\n\nhebel\n - GPU-Accelerated Deep Learning Library in Python.\n\n\nNuPIC\n - Numenta Platform for Intelligent Computing.\n\n\npattern\n - Web mining module for Python.\n\n\nPyBrain\n - Another Python Machine Learning Library.\n\n\nPylearn2\n - A Machine Learning library based on \nTheano\n.\n\n\npython-recsys\n - A Python library for implementing a Recommender System.\n\n\nscikit-learn\n - A Python module for machine learning built on top of SciPy.\n\n\nvowpal_porpoise\n - A lightweight Python wrapper for \nVowpal Wabbit\n.\n\n\n\n\nMapReduce\n\n\nFramworks and libraries for MapReduce.\n\n\n\n\ndpark\n - Python clone of Spark, a MapReduce alike framework in Python.\n\n\ndumbo\n - Python module that allows one to easily write and run Hadoop programs.\n\n\nluigi\n - A module that helps you build complex pipelines of batch jobs.\n\n\nmrjob\n - Run MapReduce jobs on Hadoop or Amazon Web Services.\n\n\nPySpark\n - The Spark Python API.\n\n\nstreamparse\n - Run Python code against real-time streams of data. Integrates with \nApache Storm\n.\n\n\n\n\nFunctional Programming\n\n\nFunctional Programming with Python.\n\n\n\n\nCyToolz\n - Cython implementation of Toolz: High performance functional utilities.\n\n\nfn.py\n - Functional programming in Python: implementation of missing features to enjoy FP.\n\n\nfuncy\n - A fancy and practical functional tools.\n\n\nToolz\n - A collection of functional utilities for iterators, functions, and dictionaries.\n\n\n\n\nThird-party APIs\n\n\nLibraries for accessing third party services APIs. See: \nList of Python API Wrappers and Libraries\n.\n\n\n\n\napache-libcloud\n - One Python library for all clouds.\n\n\nboto\n - Python interface to Amazon Web Services.\n\n\ndjango-wordpress\n - WordPress models and views for Django.\n\n\nfacebook-sdk\n - Facebook Platform Python SDK.\n\n\nfacepy\n - Facepy makes it really easy to interact with Facebook's Graph API\n\n\ngmail\n - A Pythonic interface for Gmail.\n\n\ngoogle-api-python-client\n - Google APIs Client Library for Python.\n\n\ngspread\n - Google Spreadsheets Python API.\n\n\ntwython\n - A Python wrapper for the Twitter API.\n\n\n\n\nDevOps Tools\n\n\nSoftware and libraries for DevOps.\n\n\n\n\nAnsible\n - A radically simple IT automation platform.\n\n\nSaltStack\n - Infrastructure automation and management system.\n\n\nFabric\n - A simple, Pythonic tool for remote execution and deployment.\n\n\ncuisine\n - Chef-like functionality for Fabric.\n\n\nDocker Compose\n - Fast, isolated development environments using \nDocker\n.\n\n\nFabtools\n - Tools for writing awesome Fabric files.\n\n\ngitapi\n - Pure-Python API for git.\n\n\ngunnery\n - Multipurpose task execution tool for distributed systems with web-based interface.\n\n\nhgapi\n - Pure-Python API for Mercurial.\n\n\nhoncho\n - A Python port of \nForeman\n, a tool for managing Procfile-based applications.\n\n\nOpenStack\n - Open source software for building private and public clouds.\n\n\npexpect\n - Controlling interactive programs in a pseudo-terminal like GNU expect.\n\n\nprovy\n - An easy-to-use provisioning system in Python.\n\n\npsutil\n - A cross-platform process and system utilities module.\n\n\nsupervisor\n - Supervisor process control system for UNIX.\n\n\n\n\nJob Scheduler\n\n\nLibraries for scheduling jobs.\n\n\n\n\nAPScheduler\n - A light but powerful in-process task scheduler that lets you schedule functions.\n\n\ndjango-schedule\n - A calendaring app for Django.\n\n\ndoit\n - A task runner/build tool.\n\n\nJoblib\n - A set of tools to provide lightweight pipelining in Python.\n\n\nPlan\n - Writing crontab file in Python like a charm.\n\n\nschedule\n - Python job scheduling for humans.\n\n\nSpiff\n - A powerful workflow engine implemented in pure Python.\n\n\nTaskFlow\n - A Python library that helps to make task execution easy, consistent and reliable.\n\n\n\n\nForeign Function Interface\n\n\nLibraries for providing foreign function interface.\n\n\n\n\ncffi\n - Foreign Function Interface for Python calling C code.\n\n\nctypes\n - (Python standard library) Foreign Function Interface for Python calling C code.\n\n\nPyCUDA\n - A Python wrapper for Nvidia's CUDA API.\n\n\nSWIG\n - Simplified Wrapper and Interface Generator.\n\n\n\n\nHigh Performance\n\n\nLibraries for making Python faster.\n\n\n\n\nCython\n - Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains.\n\n\nPyPy\n - An implementation of Python in Python. The interpreter uses black magic to make Python very fast without having to add in additional type information.\n\n\nPyston\n - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance.\n\n\nStackless Python\n - An enhanced version of the Python.\n\n\n\n\nMicrosoft Windows\n\n\nPython programming on Microsoft Windows.\n\n\n\n\nPython(x,y)\n - Scientific-applications-oriented Python Distribution based on Qt and Spyder.\n\n\npythonlibs\n - Unofficial Windows binaries for Python extension packages.\n\n\nPythonNet\n - Python Integration with the .NET Common Language Runtime (CLR).\n\n\nPyWin32\n - Python Extensions for Windows.\n\n\nWinPython\n - Portable development environment for Windows 7/8.\n\n\n\n\nNetwork Virtualization and SDN\n\n\nTools and libraries for Virtual Networking and SDN (Software Defined Networking).\n\n\n\n\nMininet\n - A popular network emulator and API written in Python.\n\n\nPOX\n - An open source development platform for Python-based Software Defined Networking (SDN) control applications, such as OpenFlow SDN controllers.\n\n\nPyretic\n - A member of the Frenetic family of SDN programming languages that provides powerful abstractions over network switches or emulators.\n\n\nSDX Platform\n - SDN based IXP implementation that leverages Mininet, POX and Pyretic.\n\n\n\n\nHardware\n\n\nLibraries for programming with hardware.\n\n\n\n\nino\n - Command line toolkit for working with \nArduino\n.\n\n\nPyro\n - Python Robotics.\n\n\nPyUserInput\n - A module for cross-platform control of the mouse and keyboard.\n\n\nscapy\n - A brilliant packet manipulation library.\n\n\nwifi\n - A Python library and command line tool for working with WiFi on Linux.\n\n\n\n\nCompatibility\n\n\nLibraries for migrating from Python 2 to 3.\n\n\n\n\nPython-Future\n - The missing compatibility layer between Python 2 and Python 3.\n\n\nPython-Modernize\n - Modernizes Python code for eventual Python 3 migration.\n\n\nSix\n - Python 2 and 3 compatibility utilities.\n\n\n\n\nMiscellaneous\n\n\nUseful libraries or tools that don't fit in the categories above.\n\n\n\n\nblinker\n - A fast Python in-process signal/event dispatching system.\n\n\nitsdangerous\n - Various helpers to pass trusted data to untrusted environments.\n\n\npluginbase\n - A simple but flexible plugin system for Python.\n\n\nPychievements\n - A framework for creating and tracking achievements.\n\n\n\n\nAlgorithms and Design Patterns\n\n\nPython implementation of algorithms and design patterns.\n\n\n\n\nalgorithms\n - A module of algorithms for Python.\n\n\npython-patterns\n - A collection of design patterns in Python.\n\n\n\n\nEditor Plugins\n\n\nPlugins for editors and IDEs.\n\n\n\n\nVim\n\n\nYouCompleteMe\n - Includes \nJedi\n-based completion engine for Python.\n\n\nJedi-vim\n - Vim bindings for the \nJedi\n auto-completion library for Python.\n\n\nPython-mode\n - An all in one plugin for turning Vim into a Python IDE.\n\n\n\n\n\n\nEmacs\n\n\nElpy\n - Emacs Python Development Environment.\n\n\n\n\n\n\nSublime Text\n\n\nSublimeJEDI\n - A Sublime Text plugin to the awesome auto-complete library \nJedi\n.\n\n\nAnaconda\n - Anaconda turns your Sublime Text 3 in a full featured Python development IDE.\n\n\n\n\n\n\n\n\nIDEs\n\n\nPopular Python IDEs.\n\n\n\n\nPyCharm\n - Commercial Python IDE based on the IntelliJ platform by JetBrains. Has free community edition available.\n\n\nKomodo\n - Commercial polyglot IDE with support for Python.\n\n\nLiClipse\n - Free polyglot IDE based on Eclipse. Uses PyDev for Python support.\n\n\nSpyder\n - Open Source Python IDE.\n\n\nWingIDE\n - Commercial IDE for Python.\n\n\n\n\nResources\n\n\nWhere to discover new Python libraries.\n\n\nWebsites\n\n\n\n\nr/Python\n\n\nCoolGithubProjects\n\n\nDjango Packages\n\n\nFull Stack Python\n\n\nPython 3 Wall of Superpowers\n\n\nPython Hackers\n\n\nPython ZEEF\n\n\nTrending Python repositories on GitHub today\n\n\n\n\nWeekly\n\n\n\n\nImport Python Newsletter\n\n\nPycoder's Weekly\n\n\nPython Weekly\n\n\n\n\nTwitter\n\n\n\n\n@codetengu\n\n\n@getpy\n\n\n@planetpython\n\n\n@pycoders\n\n\n@pypi\n\n\n@pythontrending\n\n\n@PythonWeekly\n\n\n\n\nOther Awesome Lists\n\n\nList of lists.\n\n\n\n\nPython\n\n\npycrumbs\n\n\npython-github-projects\n\n\npython_reference\n\n\npythonidae\n\n\n\n\n\n\nMonty\n\n\nawesome\n\n\nlists\n\n\n\n\n\n\n\n\nContributing\n\n\nYour contributions are always welcome!", 
             "title": "Life is short, you need Python."
         }, 
         {
@@ -12,7 +12,7 @@
         }, 
         {
             "location": "/#environment-management", 
-            "text": "Libraries for Python version and environment management.   p  - Dead Simple Interactive Python Version Management.  pyenv  - Simple Python version management.  virtualenv  - A tool to create isolated Python environments.  virtualenvwrapper  - A set of extensions to virtualenv.  virtualenv-api  - An API for virtualenv and pip.  pew  - A set of tools to manage multiple virtual environments.  Vex  - Run a command in the named virtualenv.  PyRun  - A one-file, no-installation-needed version of Python.", 
+            "text": "Libraries for Python version and environment management.   pyenv  - Simple Python version management.  PyRun  - A one-file, no-installation-needed version of Python.  Vex  - Run a command in the named virtualenv.  virtualenv  - A tool to create isolated Python environments.  virtualenvwrapper  - A set of extensions to virtualenv.", 
             "title": "Environment Management"
         }, 
         {
@@ -22,17 +22,17 @@
         }, 
         {
             "location": "/#package-repositories", 
-            "text": "Local PyPI repository server and proxies.   warehouse  - Next generation Python Package Repository (PyPI).  Warehouse    devpi  - PyPI server and packaging/testing/release tool.  localshop  - PyPI server which mirrors official packages on-demand, and also supports local (private) package uploads.  bandersnatch  - PyPI mirroring tool provided by Python Packaging Authority (PyPA)", 
+            "text": "Local PyPI repository server and proxies.   warehouse  - Next generation Python Package Repository (PyPI).  Warehouse    bandersnatch  - PyPI mirroring tool provided by Python Packaging Authority (PyPA)  devpi  - PyPI server and packaging/testing/release tool.  localshop  - PyPI server which mirrors official packages on-demand, and also supports local (private) package uploads.", 
             "title": "Package Repositories"
         }, 
         {
             "location": "/#distribution", 
-            "text": "Libraries to create packaged executables for release distribution.   cx-Freeze  - Freezes Python scripts (cross-platform).  py2exe  - Freezes Python scripts (Windows).  pynsist  - A tool to build Windows installers, installers bundle Python itself.  py2app  - Freezes Python scripts (Mac OS X).  PyInstaller  - Converts Python programs into stand-alone executables (cross-platform).  dh-virtualenv  - Build and distribute a virtualenv as a Debian package.  Nuitka  - Compile scripts, modules, packages to an executable or extension module.", 
+            "text": "Libraries to create packaged executables for release distribution.   PyInstaller  - Converts Python programs into stand-alone executables (cross-platform).  dh-virtualenv  - Build and distribute a virtualenv as a Debian package.  Nuitka  - Compile scripts, modules, packages to an executable or extension module.  py2app  - Freezes Python scripts (Mac OS X).  py2exe  - Freezes Python scripts (Windows).  pynsist  - A tool to build Windows installers, installers bundle Python itself.", 
             "title": "Distribution"
         }, 
         {
             "location": "/#build-tools", 
-            "text": "Compile software from source code.   buildout  - A build system for creating, assembling and deploying applications from multiple parts, some of which may be non-Python-based.  SCons  - A software construction tool.  PlatformIO  - A console tool to build code with different development platforms.  BitBake  - A make-like build tool with the special focus of distributions and packages for embedded Linux.  fabricate  - A build tool that finds dependencies automatically for any language.  PyBuilder  - A continuous build tool written in pure Python which mainly targets Python applications.", 
+            "text": "Compile software from source code.   buildout  - A build system for creating, assembling and deploying applications from multiple parts, some of which may be non-Python-based.  BitBake  - A make-like build tool with the special focus of distributions and packages for embedded Linux.  fabricate  - A build tool that finds dependencies automatically for any language.  PlatformIO  - A console tool to build code with different development platforms.  PyBuilder  - A continuous build tool written in pure Python which mainly targets Python applications.  SCons  - A software construction tool.", 
             "title": "Build Tools"
         }, 
         {
@@ -42,102 +42,102 @@
         }, 
         {
             "location": "/#files", 
-            "text": "Libraries for file manipulation and MIME type detection.   mimetypes  - (Python standard library) Map filenames to MIME types.  imghdr  - (Python standard library) Determine the type of an image.  python-magic  - A Python interface to the libmagic file type identification library.  path.py  - A module wrapper for  os.path .  watchdog  - API and shell utilities to monitor file system events.  Unipath  - An object-oriented approach to file/directory operations.  pathlib  - (Python standard library in Python 3.4+) An cross-platform, object-oriented path library.", 
+            "text": "Libraries for file manipulation and MIME type detection.   imghdr  - (Python standard library) Determine the type of an image.  mimetypes  - (Python standard library) Map filenames to MIME types.  path.py  - A module wrapper for  os.path .  pathlib  - (Python standard library in Python 3.4+) An cross-platform, object-oriented path library.  python-magic  - A Python interface to the libmagic file type identification library.  Unipath  - An object-oriented approach to file/directory operations.  watchdog  - API and shell utilities to monitor file system events.", 
             "title": "Files"
         }, 
         {
             "location": "/#date-and-time", 
-            "text": "Libraries for working with dates and times.   arrow  - Better dates   times for Python.  Chronyk  - A Python 3 library for parsing human-written times and dates.  dateutil  - Extensions to the standard Python  datetime  module.  delorean  - A library for clearing up the inconvenient truths that arise dealing with datetimes.  when.py  - Providing user-friendly functions to help perform common date and time actions.  moment  - A Python library for dealing with dates/times. Inspired by  Moment.js .  pytz  - World timezone definitions, modern and historical. Brings the  tz database  into Python.  PyTime  - A easy-use Python module which aims to operate date/time/datetime by string.", 
+            "text": "Libraries for working with dates and times.   arrow  - Better dates   times for Python.  Chronyk  - A Python 3 library for parsing human-written times and dates.  dateutil  - Extensions to the standard Python  datetime  module.  delorean  - A library for clearing up the inconvenient truths that arise dealing with datetimes.  moment  - A Python library for dealing with dates/times. Inspired by  Moment.js .  PyTime  - A easy-use Python module which aims to operate date/time/datetime by string.  pytz  - World timezone definitions, modern and historical. Brings the  tz database  into Python.  when.py  - Providing user-friendly functions to help perform common date and time actions.", 
             "title": "Date and Time"
         }, 
         {
             "location": "/#text-processing", 
-            "text": "Libraries for parsing and manipulating plain texts.   General  difflib  - (Python standard library) Helpers for computing deltas.  Levenshtein  - Fast computation of Levenshtein distance and string similarity.  fuzzywuzzy  - Fuzzy String Matching.  esmre  - Regular expression accelerator.  shortuuid  - A generator library for concise, unambiguous and URL-safe UUIDs.  ftfy  - Makes Unicode text less broken and more consistent automagically.  unidecode  - ASCII transliterations of Unicode text.  chardet  - Python 2/3 compatible character encoding detector.  xpinyin  - A library to translate Chinese hanzi (\u6f22\u5b57) to pinyin (\u62fc\u97f3).  pangu.py  - Spacing texts for CJK and alphanumerics.  pyfiglet  - An implementation of figlet written in Python.  uniout  - Print readable chars instead of the escaped string.    Slugify  awesome-slugify  - A Python slugify library that can preserve unicode.  python-slugify  - A Python slugify library that translates unicode to ASCII.  unicode-slugify  - A slugifier that generates unicode slugs with Django as a dependency.    Parser  PLY  - Implementation of lex and yacc parsing tools for Python  phonenumbers  - Parsing, formatting, storing and validating international phone numbers.  python-user-agents  - Browser user agent parser.  sqlparse  - A non-validating SQL parser.  Pygments  - A generic syntax highlighter.  python-nameparser  - Parsing human names into their individual components.  pyparsing  - A general purpose framework for generating parsers.", 
+            "text": "Libraries for parsing and manipulating plain texts.   General  chardet  - Python 2/3 compatible character encoding detector.  difflib  - (Python standard library) Helpers for computing deltas.  esmre  - Regular expression accelerator.  ftfy  - Makes Unicode text less broken and more consistent automagically.  fuzzywuzzy  - Fuzzy String Matching.  Levenshtein  - Fast computation of Levenshtein distance and string similarity.  pangu.py  - Spacing texts for CJK and alphanumerics.  pyfiglet  - An implementation of figlet written in Python.  shortuuid  - A generator library for concise, unambiguous and URL-safe UUIDs.  unidecode  - ASCII transliterations of Unicode text.  uniout  - Print readable chars instead of the escaped string.  xpinyin  - A library to translate Chinese hanzi (\u6f22\u5b57) to pinyin (\u62fc\u97f3).    Slugify  awesome-slugify  - A Python slugify library that can preserve unicode.  python-slugify  - A Python slugify library that translates unicode to ASCII.  unicode-slugify  - A slugifier that generates unicode slugs with Django as a dependency.    Parser  phonenumbers  - Parsing, formatting, storing and validating international phone numbers.  PLY  - Implementation of lex and yacc parsing tools for Python  Pygments  - A generic syntax highlighter.  pyparsing  - A general purpose framework for generating parsers.  python-nameparser  - Parsing human names into their individual components.  python-user-agents  - Browser user agent parser.  sqlparse  - A non-validating SQL parser.", 
             "title": "Text Processing"
         }, 
         {
             "location": "/#specific-formats-processing", 
-            "text": "Libraries for parsing and manipulating specific text formats.   General  tablib  - A module for Tabular Datasets in XLS, CSV, JSON, YAML.    Office  python-docx  - Reads, queries and modifies Microsoft Word 2007/2008 docx files.  xlwt  /  xlrd  - Writing and reading data and formatting information from Excel files.  XlsxWriter  - A Python module for creating Excel .xlsx files.  xlwings  - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.  openpyxl  - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.  Marmir  - Takes Python data structures and turns them into spreadsheets.  unoconv  - Convert between any document format supported by LibreOffice/OpenOffice.    PDF  PDFMiner  - A tool for extracting information from PDF documents.  PyPDF2  - A library capable of splitting, merging and transforming PDF pages.  ReportLab  - Allowing Rapid creation of rich PDF documents.    Markdown  Python-Markdown  - A Python implementation of John Gruber\u2019s Markdown.  Mistune  - Fastest and full featured pure Python parsers of Markdown.    YAML  PyYAML  - YAML implementations for Python.    CSV  csvkit  - Utilities for converting to and working with CSV.    Archive  unp  - A command line tool that can unpack archives easily.", 
+            "text": "Libraries for parsing and manipulating specific text formats.   General  tablib  - A module for Tabular Datasets in XLS, CSV, JSON, YAML.    Office  Marmir  - Takes Python data structures and turns them into spreadsheets.  openpyxl  - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.  python-docx  - Reads, queries and modifies Microsoft Word 2007/2008 docx files.  unoconv  - Convert between any document format supported by LibreOffice/OpenOffice.  XlsxWriter  - A Python module for creating Excel .xlsx files.  xlwings  - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.  xlwt  /  xlrd  - Writing and reading data and formatting information from Excel files.    PDF  PDFMiner  - A tool for extracting information from PDF documents.  PyPDF2  - A library capable of splitting, merging and transforming PDF pages.  ReportLab  - Allowing Rapid creation of rich PDF documents.    Markdown  Mistune  - Fastest and full featured pure Python parsers of Markdown.  Python-Markdown  - A Python implementation of John Gruber\u2019s Markdown.    YAML  PyYAML  - YAML implementations for Python.    CSV  csvkit  - Utilities for converting to and working with CSV.    Archive  unp  - A command line tool that can unpack archives easily.", 
             "title": "Specific Formats Processing"
         }, 
         {
             "location": "/#natural-language-processing", 
-            "text": "Libraries for working with human languages.   NLTK  - A leading platform for building Python programs to work with human language data.  Pattern  - A web mining module for the Python. It has tools for natural language processing, machine learning, among others.  TextBlob  - Providing a consistent API for diving into common NLP tasks. Stands on the giant shoulders of NLTK and Pattern.  jieba  - Chinese Words Segmentation Utilities.  SnowNLP  - A library for processing Chinese text.  loso  - Another Chinese segmentation library.  genius  - A Chinese segment base on Conditional Random Field.  langid.py  - Stand-alone language identification system.", 
+            "text": "Libraries for working with human languages.   NLTK  - A leading platform for building Python programs to work with human language data.  genius  - A Chinese segment base on Conditional Random Field.  jieba  - Chinese Words Segmentation Utilities.  langid.py  - Stand-alone language identification system.  loso  - Another Chinese segmentation library.  Pattern  - A web mining module for the Python. It has tools for natural language processing, machine learning, among others.  SnowNLP  - A library for processing Chinese text.  TextBlob  - Providing a consistent API for diving into common NLP tasks. Stands on the giant shoulders of NLTK and Pattern.", 
             "title": "Natural Language Processing"
         }, 
         {
             "location": "/#documentation", 
-            "text": "Libraries for generating project documentation.   Sphinx  - Python Documentation generator.  awesome-sphinxdoc    reStructuredText  - Markup Syntax and Parser Component of Docutils.  MkDocs  - Markdown friendly documentation generator.  Pycco  - The original quick-and-dirty, hundred-line-long, literate-programming-style documentation generator.  pdoc  - Epydoc replacement to auto generate API documentation for Python libraries.", 
+            "text": "Libraries for generating project documentation.   Sphinx  - Python Documentation generator.  awesome-sphinxdoc    MkDocs  - Markdown friendly documentation generator.  pdoc  - Epydoc replacement to auto generate API documentation for Python libraries.  Pycco  - The original quick-and-dirty, hundred-line-long, literate-programming-style documentation generator.", 
             "title": "Documentation"
         }, 
         {
             "location": "/#configuration", 
-            "text": "Libraries for storing configuration options.   ConfigParser  - (Python standard library) INI file parser.  ConfigObj  - INI file parser with validation.  config  - Hierarchical config from the author of  logging .  profig  - Config from multiple formats with value conversion.", 
+            "text": "Libraries for storing configuration options.   config  - Hierarchical config from the author of  logging .  ConfigObj  - INI file parser with validation.  ConfigParser  - (Python standard library) INI file parser.  profig  - Config from multiple formats with value conversion.", 
             "title": "Configuration"
         }, 
         {
             "location": "/#command-line-tools", 
-            "text": "Libraries for building command-line application.   Command-line Application Development  cement  - Cement provides a light-weight and fully featured foundation to build anything from single file scripts to complex and intricately designed applications.  click  - A package for creating beautiful command line interfaces in a composable way.  clint  - Python Command-line Application Tools.  cliff  - A framework for creating command-line programs with multi-level commands.  Clime  \u2013 Clime lets you convert any module into a multi-command CLI program without any configuration.  docopt  - Pythonic command line arguments parser.  colorama  - Cross-platform colored terminal text.  pyCLI  - Command-line applications supporting standard command line parsing, logging, unit and functional testing.  Gooey  - Turn command line programs into a full GUI application with one line  python-prompt-toolkit  - A Library for building powerful interactive command lines.    Productivity Tools  cookiecutter  - A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.  httpie  - A command line HTTP client, a user-friendly cURL replacement.  percol  - Adds flavor of interactive selection to the traditional pipe concept on UNIX.  RainbowStream  - Smart and nice Twitter client on terminal.  caniusepython3  - Determine what projects are blocking you from porting to Python 3.  thefuck  - Correcting your previous console command.  doitlive  - A tool for live presentations in the terminal.  PathPicker  - Select files out of bash output.  bashplotlib  - Making basic plots in the terminal. It's a quick way to visualize data without GUI.", 
+            "text": "Libraries for building command-line application.   Command-line Application Development  cement  - Cement provides a light-weight and fully featured foundation to build anything from single file scripts to complex and intricately designed applications.  click  - A package for creating beautiful command line interfaces in a composable way.  cliff  - A framework for creating command-line programs with multi-level commands.  Clime  \u2013 Clime lets you convert any module into a multi-command CLI program without any configuration.  clint  - Python Command-line Application Tools.  colorama  - Cross-platform colored terminal text.  docopt  - Pythonic command line arguments parser.  Gooey  - Turn command line programs into a full GUI application with one line  pyCLI  - Command-line applications supporting standard command line parsing, logging, unit and functional testing.  python-prompt-toolkit  - A Library for building powerful interactive command lines.    Productivity Tools  bashplotlib  - Making basic plots in the terminal. It's a quick way to visualize data without GUI.  caniusepython3  - Determine what projects are blocking you from porting to Python 3.  cookiecutter  - A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.  doitlive  - A tool for live presentations in the terminal.  httpie  - A command line HTTP client, a user-friendly cURL replacement.  PathPicker  - Select files out of bash output.  percol  - Adds flavor of interactive selection to the traditional pipe concept on UNIX.  RainbowStream  - Smart and nice Twitter client on terminal.  thefuck  - Correcting your previous console command.", 
             "title": "Command-line Tools"
         }, 
         {
             "location": "/#downloader", 
-            "text": "Libraries for downloading.   s3cmd  - A command line tool for managing Amazon S3 and CloudFront.  s4cmd  - Super S3 command line tool, good for higher performance.  youtube-dl  - A small command-line program to download videos from YouTube.  you-get  - A YouTube/Youku/Niconico video downloader written in Python 3.  coursera  - Script for downloading Coursera.org videos and naming them.  WikiTeam  - Tools for downloading and preserving wikis.  subliminal  - Library and command line tool to search and download subtitles.", 
+            "text": "Libraries for downloading.   coursera  - Script for downloading Coursera.org videos and naming them.  s3cmd  - A command line tool for managing Amazon S3 and CloudFront.  s4cmd  - Super S3 command line tool, good for higher performance.  subliminal  - Library and command line tool to search and download subtitles.  WikiTeam  - Tools for downloading and preserving wikis.  you-get  - A YouTube/Youku/Niconico video downloader written in Python 3.  youtube-dl  - A small command-line program to download videos from YouTube.", 
             "title": "Downloader"
         }, 
         {
             "location": "/#imagery", 
-            "text": "Libraries for manipulating images.   pillow  - Pillow is the friendly  PIL  fork.  wand  - Python bindings for  MagickWand , C API for ImageMagick.  thumbor  - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.  imgSeek  - A project for searching a collection of images using visual similarity.  python-qrcode  - A pure Python QR Code generator.  pyBarcode  - Create barcodes in Python without needing PIL.  pygram  - Instagram-like image filters.  Quads  - Computer art based on quadtrees.  nude.py  - Nudity detection.  scikit-image  - A Python library for (scientific) image processing.  hmap  - Image histogram remapping.", 
+            "text": "Libraries for manipulating images.   pillow  - Pillow is the friendly  PIL  fork.  hmap  - Image histogram remapping.  imgSeek  - A project for searching a collection of images using visual similarity.  nude.py  - Nudity detection.  pyBarcode  - Create barcodes in Python without needing PIL.  pygram  - Instagram-like image filters.  python-qrcode  - A pure Python QR Code generator.  Quads  - Computer art based on quadtrees.  scikit-image  - A Python library for (scientific) image processing.  thumbor  - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.  wand  - Python bindings for  MagickWand , C API for ImageMagick.", 
             "title": "Imagery"
         }, 
         {
             "location": "/#ocr", 
-            "text": "Libraries for Optical Character Recognition.   python-tesseract  - A wrapper class for  Google Tesseract OCR .  pytesseract  - Another wrapper for Google Tesseract OCR.  pyocr  - A wrapper for Tesseract and Cuneiform.", 
+            "text": "Libraries for Optical Character Recognition.   pyocr  - A wrapper for Tesseract and Cuneiform.  pytesseract  - Another wrapper for Google Tesseract OCR.  python-tesseract  - A wrapper class for  Google Tesseract OCR .", 
             "title": "OCR"
         }, 
         {
             "location": "/#audio", 
-            "text": "Libraries for manipulating audio.   audiolazy  - Expressive Digital Signal Processing (DSP) package for Python.  audioread  - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.  beets  - A music library manager and  MusicBrainz  tagger.  dejavu  - Audio fingerprinting and recognition.  django-elastic-transcoder  - Django +  Amazon Elastic Transcoder .  eyeD3  - A tool for working with audio files, specifically MP3 files containing ID3 metadata.  id3reader  - A Python module for reading MP3 meta data.  mutagen  - A Python module to handle audio metadata.  pydub  - Manipulate audio with a simple and easy high level interface.  pyechonest  - Python client for the  Echo Nest  API.  talkbox  - A Python library for speech/signal processing.  TimeSide  - Open web audio processing framework.  tinytag  - A library for reading music meta data of MP3, OGG, FLAC and Wave files.  m3u8  - A module for parsing m3u8 file.", 
+            "text": "Libraries for manipulating audio.   audiolazy  - Expressive Digital Signal Processing (DSP) package for Python.  audioread  - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.  beets  - A music library manager and  MusicBrainz  tagger.  dejavu  - Audio fingerprinting and recognition.  django-elastic-transcoder  - Django +  Amazon Elastic Transcoder .  eyeD3  - A tool for working with audio files, specifically MP3 files containing ID3 metadata.  id3reader  - A Python module for reading MP3 meta data.  m3u8  - A module for parsing m3u8 file.  mutagen  - A Python module to handle audio metadata.  pydub  - Manipulate audio with a simple and easy high level interface.  pyechonest  - Python client for the  Echo Nest  API.  talkbox  - A Python library for speech/signal processing.  TimeSide  - Open web audio processing framework.  tinytag  - A library for reading music meta data of MP3, OGG, FLAC and Wave files.", 
             "title": "Audio"
         }, 
         {
             "location": "/#video", 
-            "text": "Libraries for manipulating video and GIFs.   moviepy  - A module for script-based movie editing with many formats, including animated GIFs.  shorten.tv  - Video summarization.  scikit-video  - Video processing routines for SciPy.", 
+            "text": "Libraries for manipulating video and GIFs.   moviepy  - A module for script-based movie editing with many formats, including animated GIFs.  scikit-video  - Video processing routines for SciPy.  shorten.tv  - Video summarization.", 
             "title": "Video"
         }, 
         {
             "location": "/#geolocation", 
-            "text": "Libraries for geocoding addresses and working with latitudes and longitudes.   GeoDjango  - A world-class geographic web framework.  geopy  - Python Geocoding Toolbox.  pygeoip  - Pure Python GeoIP API.  GeoIP  - Python API for MaxMind GeoIP Legacy Database.  geojson  - Python bindings and utlities for GeoJSON.  django-countries  - A Django app that provides country choices for use with forms, flag icons static files, and a country field for models.", 
+            "text": "Libraries for geocoding addresses and working with latitudes and longitudes.   GeoDjango  - A world-class geographic web framework.  django-countries  - A Django app that provides country choices for use with forms, flag icons static files, and a country field for models.  GeoIP  - Python API for MaxMind GeoIP Legacy Database.  geojson  - Python bindings and utilities for GeoJSON.  geopy  - Python Geocoding Toolbox.  pygeoip  - Pure Python GeoIP API.", 
             "title": "Geolocation"
         }, 
         {
             "location": "/#http", 
-            "text": "Libraries for working with HTTP.   requests  - HTTP Requests for Humans\u2122.  grequests  - requests + gevent for asynchronous HTTP requests.  urllib3  - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.  httplib2  - Comprehensive HTTP client library.  treq  - Python requests like API built on top of Twisted's HTTP client.", 
+            "text": "Libraries for working with HTTP.   requests  - HTTP Requests for Humans\u2122.  grequests  - requests + gevent for asynchronous HTTP requests.  httplib2  - Comprehensive HTTP client library.  treq  - Python requests like API built on top of Twisted's HTTP client.  urllib3  - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.", 
             "title": "HTTP"
         }, 
         {
             "location": "/#database", 
-            "text": "Databases implemented in Python.   ZODB  - A native object database for Python. A key-value and object graph database.  pickleDB  - A simple and lightweight key-value store for Python.  TinyDB  - A tiny, document-oriented database.", 
+            "text": "Databases implemented in Python.   pickleDB  - A simple and lightweight key-value store for Python.  PipelineDB  - The Streaming SQL Database.  TinyDB  - A tiny, document-oriented database.  ZODB  - A native object database for Python. A key-value and object graph database.", 
             "title": "Database"
         }, 
         {
             "location": "/#database-drivers", 
-            "text": "Libraries for connecting and operating databases.   Relational Databases  mysql-python  - The MySQL database connector for Python.  mysqlclient  - mysql-python fork supporting Python 3.  PyMySQL  - Pure Python MySQL driver compatible to mysql-python.  mysql-connector-python  - A pure Python MySQL driver from Oracle.  oursql  - A better MySQL connector with support for native prepared statements and BLOBs.  psycopg2  - The most popular PostgreSQL adapter for Python.  txpostgres  - Twisted based asynchronous driver for PostgreSQL.  queries  - A wrapper of the psycopg2 library for interacting with PostgreSQL.  dataset  - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.  apsw  - Another Python SQLite wrapper.    NoSQL Databases  cassandra-python-driver  - Python driver for Cassandra.  pycassa  - Python Thrift driver for Cassandra.  HappyBase  - A developer-friendly library for Apache HBase.  PyMongo  - The official Python client for MongoDB.  Plyvel  - A fast and feature-rich Python interface to LevelDB.  redis-py  - The Redis Python Client.  py2neo  - Python wrapper client for Neo4j's restful interface.  telephus  - Twisted based client for Cassandra.  txRedis  - Twisted based client for Redis.", 
+            "text": "Libraries for connecting and operating databases.   Relational Databases  apsw  - Another Python SQLite wrapper.  dataset  - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.  mysql-connector-python  - A pure Python MySQL driver from Oracle.  mysql-python  - The MySQL database connector for Python.  mysqlclient  - mysql-python fork supporting Python 3.  oursql  - A better MySQL connector with support for native prepared statements and BLOBs.  psycopg2  - The most popular PostgreSQL adapter for Python.  PyMySQL  - Pure Python MySQL driver compatible to mysql-python.  queries  - A wrapper of the psycopg2 library for interacting with PostgreSQL.  txpostgres  - Twisted based asynchronous driver for PostgreSQL.    NoSQL Databases  cassandra-python-driver  - Python driver for Cassandra.  HappyBase  - A developer-friendly library for Apache HBase.  Plyvel  - A fast and feature-rich Python interface to LevelDB.  py2neo  - Python wrapper client for Neo4j's restful interface.  pycassa  - Python Thrift driver for Cassandra.  PyMongo  - The official Python client for MongoDB.  redis-py  - The Redis Python Client.  telephus  - Twisted based client for Cassandra.  txRedis  - Twisted based client for Redis.", 
             "title": "Database Drivers"
         }, 
         {
             "location": "/#orm", 
-            "text": "Libraries that implement Object-Relational Mapping or data mapping techniques.   Relational Databases  Django Models  - A part of Django.  SQLAlchemy  - The Python SQL Toolkit and Object Relational Mapper.  awesome-sqlalchemy    peewee  - A small, expressive ORM.  PonyORM  - ORM that provides a generator-oriented interface to SQL.    NoSQL Databases  MongoEngine  - A Python Object-Document-Mapper for working with MongoDB.  django-mongodb-engine  - Django MongoDB Backend.  redisco  - A Python Library for Simple Models and Containers Persisted in Redis.  flywheel  - Object mapper for Amazon DynamoDB.    Others  butterdb  - A Python ORM for Google Drive Spreadsheets.", 
+            "text": "Libraries that implement Object-Relational Mapping or data mapping techniques.   Relational Databases  Django Models  - A part of Django.  SQLAlchemy  - The Python SQL Toolkit and Object Relational Mapper.  awesome-sqlalchemy    peewee  - A small, expressive ORM.  PonyORM  - ORM that provides a generator-oriented interface to SQL.    NoSQL Databases  django-mongodb-engine  - Django MongoDB Backend.  flywheel  - Object mapper for Amazon DynamoDB.  MongoEngine  - A Python Object-Document-Mapper for working with MongoDB.  redisco  - A Python Library for Simple Models and Containers Persisted in Redis.    Others  butterdb  - A Python ORM for Google Drive Spreadsheets.", 
             "title": "ORM"
         }, 
         {
             "location": "/#web-frameworks", 
-            "text": "Full stack web frameworks.   Django  - The most popular web framework in Python.  awesome-django    Flask  - A microframework for Python.  awesome-flask    Bottle  - A fast, simple and lightweight WSGI micro web-framework.  Pyramid  - A small, fast, down-to-earth, open source Python web framework.  awesome-pyramid    web2py  - A full stack web framework and platform focused in the ease of use.  web.py  - A web framework for Python that is as simple as it is powerful.  TurboGears  - The Web Framework that starts as a microframework and scales up to a full stack solution.  CherryPy  - A Minimalist Python Web Framework, HTTP/1.1-compliant and WSGI thread-pooled.  Grok  - A framework built on the existing Zope 3 libraries.  Bluebream  - An open-source web application server, framework and library, formerly known as Zope 3.  guava  - A lightweight and high performance web framework for Python written in C.", 
+            "text": "Full stack web frameworks.   Django  - The most popular web framework in Python.  awesome-django    Flask  - A microframework for Python.  awesome-flask    Pyramid  - A small, fast, down-to-earth, open source Python web framework.  awesome-pyramid    Bluebream  - An open-source web application server, framework and library, formerly known as Zope 3.  Bottle  - A fast, simple and lightweight WSGI micro web-framework.  CherryPy  - A Minimalist Python Web Framework, HTTP/1.1-compliant and WSGI thread-pooled.  Grok  - A framework built on the existing Zope 3 libraries.  guava  - A lightweight and high performance web framework for Python written in C.  TurboGears  - The Web Framework that starts as a microframework and scales up to a full stack solution.  web.py  - A web framework for Python that is as simple as it is powerful.  web2py  - A full stack web framework and platform focused in the ease of use.", 
             "title": "Web Frameworks"
         }, 
         {
             "location": "/#permissions", 
-            "text": "Libraries that allow or deny users access to data or functionality.   django-guardian  - Implementation of per object permissions for Django 1.2+  django-rules  - A tiny but powerful app providing object-level permissions to Django, without requiring a database.  Carteblanche  - Module to align code with thoughts of users and designers. Also magically handles navigation and permissions.", 
+            "text": "Libraries that allow or deny users access to data or functionality.   Carteblanche  - Module to align code with thoughts of users and designers. Also magically handles navigation and permissions.  django-guardian  - Implementation of per object permissions for Django 1.2+  django-rules  - A tiny but powerful app providing object-level permissions to Django, without requiring a database.", 
             "title": "Permissions"
         }, 
         {
@@ -147,22 +147,22 @@
         }, 
         {
             "location": "/#e-commerce", 
-            "text": "Frameworks and libraries for e-commerce and payments.   django-oscar  - An open-source e-commerce framework for Django.  django-shop  - A Django based shop system.  merchant  - A Django app to accept payments from various payment processors.  money  - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution.  python-currencies  - Display money format and its filthy currencies.  alipay  - Unofficial Alipay API for Python.", 
+            "text": "Frameworks and libraries for e-commerce and payments.   django-oscar  - An open-source e-commerce framework for Django.  django-shop  - A Django based shop system.  shoop  - An open source E-Commerce platform based on Django.  alipay  - Unofficial Alipay API for Python.  merchant  - A Django app to accept payments from various payment processors.  money  - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution.  python-currencies  - Display money format and its filthy currencies.", 
             "title": "E-commerce"
         }, 
         {
             "location": "/#restful-api", 
-            "text": "Libraries for developing RESTful APIs.   cornice  - A REST framework for Pyramid.  django-rest-framework  - A powerful and flexible toolkit that makes it easy to build Web APIs.  django-tastypie  - Creating delicious APIs for Django apps.  django-formapi  - Create JSON APIs with HMAC authentication and Django form-validation.  flask-api  - An implementation of the same web browsable APIs that django-rest-framework provides.  flask-restful  - An extension for Flask that adds support for quickly building REST APIs.  flask-restless  - A Flask extension for generating ReSTful APIs for database models defined with SQLAlchemy (or Flask-SQLAlchemy).  flask-api-utils  - Flask extension that takes care of API representation and authentication.  falcon  - A high-performance Python framework for building cloud APIs and web app backends.  eve  - REST API framework powered by Flask, MongoDB and good intentions.  sandman  - Automated REST APIs for existing database-driven systems.  restless  - Framework agnostic REST framework based on lessons learned from TastyPie.  savory-pie  - REST API building library (django, and others)  ripozo  - A tool for quickly creating REST/HATEOAS/Hypermedia APIs with extensions for Flask and Django.", 
+            "text": "Libraries for developing RESTful APIs.   django-rest-framework  - A powerful and flexible toolkit that makes it easy to build Web APIs.  django-tastypie  - Creating delicious APIs for Django apps.  django-formapi  - Create JSON APIs with HMAC authentication and Django form-validation.  flask-api  - Browsable Web APIs for Flask.  flask-restful  - An extension for Flask that adds support for quickly building REST APIs.  flask-restless  - Generating RESTful APIs for database models defined with SQLAlchemy.  flask-api-utils  - Flask extension that takes care of API representation and authentication.  falcon  - A high-performance Python framework for building cloud APIs and web app backends.  eve  - REST API framework powered by Flask, MongoDB and good intentions.  sandman  - Automated REST APIs for existing database-driven systems.  restless  - Framework agnostic REST framework based on lessons learned from TastyPie.  savory-pie  - REST API building library (Django, and others)  ripozo  - Quickly creating REST/HATEOAS/Hypermedia APIs with extensions for Flask and Django.  cornice  - A REST framework for Pyramid.", 
             "title": "RESTful API"
         }, 
         {
             "location": "/#authentication", 
-            "text": "Libraries for implementing authentications schemes.   OAuth  Authomatic  - Simple but powerful framework agnostic authentication/authorization client package.  OAuthLib  - A generic, spec-compliant, thorough implementation of the OAuth request-signing logic.  rauth  - A Python library for OAuth 1.0/a, 2.0, and Ofly.  python-oauth2  - A fully tested, abstract interface to creating OAuth clients and servers.  python-social-auth  - An easy-to-setup social authentication mechanism.  django-oauth-toolkit  - OAuth2 goodies for the Djangonauts.  django-oauth2-provider  - Providing OAuth2 access to Django app.  django-allauth  - Authentication app for Django that \"just works.\"  Flask-OAuthlib  - OAuth 1.0/a, 2.0 implementation of client and provider for Flask.  sanction  - A dead simple OAuth2 client implementation.    Others  PyJWT  - Implementation of the JSON Web Token draft 01.  python-jwt  - Module for generating and verifying JSON Web Tokens.  python-jws  - Implementation of JSON Web Signatures draft 02.  jose  - JavaScript Object Signing and Encryption draft implementation.", 
+            "text": "Libraries for implementing authentications schemes.   OAuth  Authomatic  - Simple but powerful framework agnostic authentication/authorization client.  django-allauth  - Authentication app for Django that \"just works.\"  django-oauth-toolkit  - OAuth2 goodies for the Djangonauts.  django-oauth2-provider  - Providing OAuth2 access to Django app.  Flask-OAuthlib  - OAuth 1.0/a, 2.0 implementation of client and provider for Flask.  OAuthLib  - A generic and thorough implementation of the OAuth request-signing logic.  python-oauth2  - A fully tested, abstract interface to creating OAuth clients and servers.  python-social-auth  - An easy-to-setup social authentication mechanism.  rauth  - A Python library for OAuth 1.0/a, 2.0, and Ofly.  sanction  - A dead simple OAuth2 client implementation.    Others  jose  - JavaScript Object Signing and Encryption draft implementation.  PyJWT  - Implementation of the JSON Web Token draft 01.  python-jws  - Implementation of JSON Web Signatures draft 02.  python-jwt  - Module for generating and verifying JSON Web Tokens.", 
             "title": "Authentication"
         }, 
         {
             "location": "/#template-engine", 
-            "text": "Libraries and tools for templating and lexing.   Jinja2  - A modern and designer friendly templating language.  Genshi  - Python templating toolkit for generation of web-aware output.  Mako  - Hyperfast and lightweight templating for the Python platform.  Chameleon  - An HTML/XML template engine. Modeled after ZPT, optimized for speed.  Spitfire  - A very fast Python template compiler.", 
+            "text": "Libraries and tools for templating and lexing.   Jinja2  - A modern and designer friendly templating language.  Chameleon  - An HTML/XML template engine. Modeled after ZPT, optimized for speed.  Genshi  - Python templating toolkit for generation of web-aware output.  Mako  - Hyperfast and lightweight templating for the Python platform.  Spitfire  - A very fast Python template compiler.", 
             "title": "Template Engine"
         }, 
         {
@@ -177,22 +177,22 @@
         }, 
         {
             "location": "/#news-feed", 
-            "text": "Libraries for building user's activities.   Feedly  - A library to build newsfeed and notification systems using Cassandra and Redis.  django-activity-stream  - Generate generic activity streams from the actions on your site.", 
+            "text": "Libraries for building user's activities.   django-activity-stream  - Generate generic activity streams from the actions on your site.  Feedly  - A library to build newsfeed and notification systems using Cassandra and Redis.", 
             "title": "News Feed"
         }, 
         {
             "location": "/#asset-management", 
-            "text": "Tools for managing, compressing and minifying website assets.   django-compressor  - Compresses linked and inline JavaScript or CSS into a single cached file.  jinja-assets-compressor  - A Jinja extension to compile and compress your assets.  webassets  - Bundles, optimizes, and manages unique cache-busting URLs for static resources.  fanstatic  - Packages, optimizes, and serves static file dependencies as Python packages.  fileconveyor  - Monitors changes, processes, and transports assets to CDNs and file storage systems.  django-storages  - A collection of custom storage back ends for Django.  glue  - Glue is a simple command line tool to generate CSS sprites.  libsass-python  - A Python binding of  libsass , the reference implementation of SASS/SCSS.  Flask-Assets  - Helps you integrate webassets into your Flask app.", 
+            "text": "Tools for managing, compressing and minifying website assets.   django-compressor  - Compresses linked and inline JavaScript or CSS into a single cached file.  django-storages  - A collection of custom storage back ends for Django.  fanstatic  - Packages, optimizes, and serves static file dependencies as Python packages.  File Conveyor  - A daemon to detect and sync files to CDNs, S3 and FTP.  Flask-Assets  - Helps you integrate webassets into your Flask app.  glue  - Glue is a simple command line tool to generate CSS sprites.  jinja-assets-compressor  - A Jinja extension to compile and compress your assets.  webassets  - Bundles, optimizes, and manages unique cache-busting URLs for static resources.", 
             "title": "Asset Management"
         }, 
         {
             "location": "/#caching", 
-            "text": "Libraries for caching data.   Beaker  - A library for caching and sessions for use with web applications and stand-alone Python scripts and applications.  dogpile.cache  - dogpile.cache is next generation replacement for Beaker made by same authors.  HermesCache  - Python caching library with tag-based invalidation and dogpile effect prevention.  django-cache-machine  - Automatic caching and invalidation for Django models through the ORM.  django-cacheops  - A slick ORM cache with automatic granular event-driven invalidation.  johnny-cache  - A caching framework for django applications.  django-viewlet  - Render template parts with extended cache control.  pylibmc  - A Python wrapper around the  libmemcached  interface.", 
+            "text": "Libraries for caching data.   Beaker  - A library for caching and sessions for use with web applications and stand-alone Python scripts and applications.  django-cache-machine  - Automatic caching and invalidation for Django models.  django-cacheops  - A slick ORM cache with automatic granular event-driven invalidation.  django-viewlet  - Render template parts with extended cache control.  dogpile.cache  - dogpile.cache is next generation replacement for Beaker made by same authors.  HermesCache  - Python caching library with tag-based invalidation and dogpile effect prevention.  johnny-cache  - A caching framework for django applications.  pylibmc  - A Python wrapper around the  libmemcached  interface.", 
             "title": "Caching"
         }, 
         {
             "location": "/#email", 
-            "text": "Libraries for sending and parsing email.   inbox.py  - Python SMTP Server for Humans.  imbox  - Python IMAP for Humans.  inbox  - The open source email toolkit.  lamson  - Pythonic SMTP Application Server.  flanker  - A email address and Mime parsing library.  marrow.mailer  - High-performance extensible mail delivery framework.  django-celery-ses  - Django email back end with AWS SES and Celery.  modoboa  - A mail hosting and management platform including a modern and simplified Web UI.  envelopes  - Mailing for human beings.  mailjet  - Mailjet API implementation for batch mailing, statistics and more.  Talon  - Mailgun library to extract message quotations and signatures.  pyzmail  - Compose, send and parse emails.", 
+            "text": "Libraries for sending and parsing email.   django-celery-ses  - Django email back end with AWS SES and Celery.  envelopes  - Mailing for human beings.  flanker  - A email address and Mime parsing library.  imbox  - Python IMAP for Humans.  inbox.py  - Python SMTP Server for Humans.  inbox  - The open source email toolkit.  lamson  - Pythonic SMTP Application Server.  mailjet  - Mailjet API implementation for batch mailing, statistics and more.  marrow.mailer  - High-performance extensible mail delivery framework.  modoboa  - A mail hosting and management platform including a modern and simplified Web UI.  pyzmail  - Compose, send and parse emails.  Talon  - Mailgun library to extract message quotations and signatures.", 
             "title": "Email"
         }, 
         {
@@ -207,32 +207,32 @@
         }, 
         {
             "location": "/#html-manipulation", 
-            "text": "Libraries for working with HTML and XML.   BeautifulSoup  - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.  lxml  - A very fast, easy-to-use and versatile library for handling HTML and XML.  html5lib  - A standards-compliant library for parsing and serializing HTML documents and fragments.  pyquery  - A jQuery-like library for parsing HTML.  cssutils  - A CSS library for Python.  MarkupSafe  - Implements a XML/HTML/XHTML Markup safe string for Python.  bleach  - A whitelist-based HTML sanitization and text linkification library.  xmltodict  - Working with XML feel like you are working with JSON.  xhtml2pdf  - HTML/CSS to PDF converter.  untangle  - Converts XML documents to Python objects for easy access.", 
+            "text": "Libraries for working with HTML and XML.   BeautifulSoup  - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.  bleach  - A whitelist-based HTML sanitization and text linkification library.  cssutils  - A CSS library for Python.  html5lib  - A standards-compliant library for parsing and serializing HTML documents and fragments.  lxml  - A very fast, easy-to-use and versatile library for handling HTML and XML.  MarkupSafe  - Implements a XML/HTML/XHTML Markup safe string for Python.  pyquery  - A jQuery-like library for parsing HTML.  untangle  - Converts XML documents to Python objects for easy access.  xhtml2pdf  - HTML/CSS to PDF converter.  xmltodict  - Working with XML feel like you are working with JSON.", 
             "title": "HTML Manipulation"
         }, 
         {
             "location": "/#web-crawling", 
-            "text": "Libraries for scraping websites.   Scrapy  - A fast high-level screen scraping and web crawling framework.  portia  - Visual scraping for Scrapy.  feedparser  - Universal feed parser.  RoboBrowser  - A simple, Pythonic library for browsing the web without a standalone web browser.  MechanicalSoup  - A Python library for automating interaction with websites.  mechanize  - Stateful programmatic web browsing.  Demiurge  - PyQuery-based scraping micro-framework.  cola  - A distributed crawling framework.  pyspider  - A powerful spider system.  Grab  - Site scraping framework.", 
+            "text": "Libraries for scraping websites.   Scrapy  - A fast high-level screen scraping and web crawling framework.  cola  - A distributed crawling framework.  Demiurge  - PyQuery-based scraping micro-framework.  feedparser  - Universal feed parser.  Grab  - Site scraping framework.  MechanicalSoup  - A Python library for automating interaction with websites.  portia  - Visual scraping for Scrapy.  pyspider  - A powerful spider system.  RoboBrowser  - A simple, Pythonic library for browsing the web without a standalone web browser.", 
             "title": "Web Crawling"
         }, 
         {
             "location": "/#web-content-extracting", 
-            "text": "Libraries for extracting web contents.   newspaper  - News extraction, article extraction and content curation in Python.  html2text  - Convert HTML to Markdown-formatted text.  python-goose  - HTML Content/Article Extractor.  lassie  - Web Content Retrieval for Humans.  micawber  - A small library for extracting rich content from URLs.  sumy  - A module for automatic summarization of text documents and HTML pages.  Haul  - An Extensible Image Crawler.  python-readability  - Fast Python port of arc90's readability tool.  opengraph  - A Python module to parse the Open Graph Protocol  textract  - Extract text from any document, Word, PowerPoint, PDFs, etc.  sanitize  - Bringing sanity to world of messed-up data.", 
+            "text": "Libraries for extracting web contents.   Haul  - An Extensible Image Crawler.  html2text  - Convert HTML to Markdown-formatted text.  lassie  - Web Content Retrieval for Humans.  micawber  - A small library for extracting rich content from URLs.  newspaper  - News extraction, article extraction and content curation in Python.  opengraph  - A Python module to parse the Open Graph Protocol  python-goose  - HTML Content/Article Extractor.  python-readability  - Fast Python port of arc90's readability tool.  sanitize  - Bringing sanity to world of messed-up data.  sumy  - A module for automatic summarization of text documents and HTML pages.  textract  - Extract text from any document, Word, PowerPoint, PDFs, etc.", 
             "title": "Web Content Extracting"
         }, 
         {
             "location": "/#forms", 
-            "text": "Libraries for working with forms.   WTForms  - A flexible forms validation and rendering library.  WTForms-JSON  - A WTForms extension for JSON data handling.  Deform  - Python HTML form generation library influenced by the formish form generation library.  django-bootstrap3  - Bootstrap 3 integration with Django.  django-crispy-forms  - A Django app which lets you create beautiful forms in a very elegant and DRY way.  django-remote-forms  - A platform independent Django form serializer.", 
+            "text": "Libraries for working with forms.   Deform  - Python HTML form generation library influenced by the formish form generation library.  django-bootstrap3  - Bootstrap 3 integration with Django.  django-crispy-forms  - A Django app which lets you create beautiful forms in a very elegant and DRY way.  django-remote-forms  - A platform independent Django form serializer.  WTForms-JSON  - A WTForms extension for JSON data handling.  WTForms  - A flexible forms validation and rendering library.", 
             "title": "Forms"
         }, 
         {
             "location": "/#data-validation", 
-            "text": "Libraries for validating data. Used for forms in many cases.   Cerberus  - A mappings-validator with a variety of rules, normalization-features and simple customization that uses a pythonic schema-definition.  voluptuous  - A Python data validation library. It is primarily intended for validating data coming into Python as JSON, YAML, etc.  colander  - A system for validating and deserializing data obtained via XML, JSON, an HTML form post or any other equally simple data serialization.  schema  - A library for validating Python data structures.  Schematics  - Data Structure Validation.  kmatch  - A language for matching/validating/filtering Python dictionaries.  valideer  - Lightweight extensible data validation and adaptation library.", 
+            "text": "Libraries for validating data. Used for forms in many cases.   Cerberus  - A mappings-validator with a variety of rules, normalization-features and simple customization that uses a pythonic schema-definition.  colander  - A system for validating and deserializing data obtained via XML, JSON, an HTML form post or any other equally simple data serialization.  kmatch  - A language for matching/validating/filtering Python dictionaries.  schema  - A library for validating Python data structures.  Schematics  - Data Structure Validation.  valideer  - Lightweight extensible data validation and adaptation library.  voluptuous  - A Python data validation library. It is primarily intended for validating data coming into Python as JSON, YAML, etc.", 
             "title": "Data Validation"
         }, 
         {
             "location": "/#anti-spam", 
-            "text": "Libraries for fighting spam.   django-simple-spam-blocker  - Simple spam blocker for Django.  django-simple-captcha  - A simple and highly customizable Django app to add captcha images to any Django form.", 
+            "text": "Libraries for fighting spam.   django-simple-captcha  - A simple and highly customizable Django app to add captcha images to any Django form.  django-simple-spam-blocker  - Simple spam blocker for Django.", 
             "title": "Anti-spam"
         }, 
         {
@@ -242,7 +242,7 @@
         }, 
         {
             "location": "/#admin-panels", 
-            "text": "Libraries for administrative interfaces.   Ajenti  - The admin panel your servers deserve.  Grappelli  \u2013 A jazzy skin for the Django Admin-Interface.  django-suit  - Alternative Django Admin-Interface (free only for Non-commercial use).  django-xadmin  - Drop-in replacement of Django admin comes with lots of goodies.  flask-admin  - Simple and extensible administrative interface framework for Flask.  flower  - Real-time monitor and web admin for Celery.", 
+            "text": "Libraries for administrative interfaces.   Ajenti  - The admin panel your servers deserve.  django-suit  - Alternative Django Admin-Interface (free only for Non-commercial use).  django-xadmin  - Drop-in replacement of Django admin comes with lots of goodies.  flask-admin  - Simple and extensible administrative interface framework for Flask.  flower  - Real-time monitor and web admin for Celery.  Grappelli  \u2013 A jazzy skin for the Django Admin-Interface.", 
             "title": "Admin Panels"
         }, 
         {
@@ -252,77 +252,77 @@
         }, 
         {
             "location": "/#processes", 
-            "text": "Libraries for starting and communicating with OS processes.   envoy  - Python  subprocess  for Humans\u2122.  sh  - A full-fledged subprocess replacement for Python.  sarge  - Yet another wrapper for subprocess.", 
+            "text": "Libraries for starting and communicating with OS processes.   envoy  - Python  subprocess  for Humans\u2122.  sarge  - Yet another wrapper for subprocess.  sh  - A full-fledged subprocess replacement for Python.", 
             "title": "Processes"
         }, 
         {
             "location": "/#concurrency-and-parallelism", 
-            "text": "Libraries for concurrent and parallel execution.   multiprocessing  - (Python standard library) Process-based \"threading\" interface.  threading  - (Python standard library) Higher-level threading interface.  gevent  - A coroutine-based Python networking library that uses  greenlet .  eventlet  - Asynchronous framework with WSGI support.  Tomorrow  - Magic decorator syntax for asynchronous code.", 
+            "text": "Libraries for concurrent and parallel execution.   multiprocessing  - (Python standard library) Process-based \"threading\" interface.  threading  - (Python standard library) Higher-level threading interface.  eventlet  - Asynchronous framework with WSGI support.  gevent  - A coroutine-based Python networking library that uses  greenlet .  Tomorrow  - Magic decorator syntax for asynchronous code.", 
             "title": "Concurrency and Parallelism"
         }, 
         {
             "location": "/#networking", 
-            "text": "Libraries for networking programming.   asyncio  - (Python standard library in Python 3.4+) Asynchronous I/O, event loop, coroutines and tasks.  Twisted  - An event-driven networking engine.  Tornado  - A Web framework and asynchronous networking library.  pulsar  - Event-driven concurrent framework for Python.  diesel  - Greenlet-based event I/O Framework for Python.  pyzmq  - A Python wrapper for the ZeroMQ message library.  txZMQ  - Twisted based wrapper for the ZeroMQ message library.", 
+            "text": "Libraries for networking programming.   asyncio  - (Python standard library in Python 3.4+) Asynchronous I/O, event loop, coroutines and tasks.  Tornado  - A Web framework and asynchronous networking library.  Twisted  - An event-driven networking engine.  pulsar  - Event-driven concurrent framework for Python.  diesel  - Greenlet-based event I/O Framework for Python.  pyzmq  - A Python wrapper for the ZeroMQ message library.  txZMQ  - Twisted based wrapper for the ZeroMQ message library.", 
             "title": "Networking"
         }, 
         {
             "location": "/#websocket", 
-            "text": "Libraries for working with WebSocket.   Crossbar  - Open-source Unified Application Router (Websocket   WAMP for Python on Autobahn).  AutobahnPython  - WebSocket   WAMP for Python on Twisted and  asyncio .  WebSocket-for-Python  - WebSocket client and server library for Python 2 and 3 as well as PyPy.", 
+            "text": "Libraries for working with WebSocket.   AutobahnPython  - WebSocket   WAMP for Python on Twisted and  asyncio .  Crossbar  - Open-source Unified Application Router (Websocket   WAMP for Python on Autobahn).  WebSocket-for-Python  - WebSocket client and server library for Python 2 and 3 as well as PyPy.", 
             "title": "WebSocket"
         }, 
         {
             "location": "/#wsgi-servers", 
-            "text": "WSGI-compatible web servers.   uwsgi  - A project aims at developing a full stack for building hosting services, written in C.  Werkzeug  - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.  paste  - Multi-threaded, stable, tried and tested.  rocket  - Multi-threaded.  waitress  - Multi-threaded, poweres Pyramid.  netius  - Asynchronous, very fast.  gunicorn  - Pre-forked, partly written in C.  fapws3  - Asynchronous (network side only), written in C.  meinheld  - Asynchronous, partly written in C.  bjoern  - Asynchronous, very fast and written in C.", 
+            "text": "WSGI-compatible web servers.   gunicorn  - Pre-forked, partly written in C.  uwsgi  - A project aims at developing a full stack for building hosting services, written in C.  bjoern  - Asynchronous, very fast and written in C.  fapws3  - Asynchronous (network side only), written in C.  meinheld  - Asynchronous, partly written in C.  netius  - Asynchronous, very fast.  paste  - Multi-threaded, stable, tried and tested.  rocket  - Multi-threaded.  waitress  - Multi-threaded, poweres Pyramid.  Werkzeug  - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.", 
             "title": "WSGI Servers"
         }, 
         {
             "location": "/#rpc-servers", 
-            "text": "RPC-compatible servers.   SimpleXMLRPCServer  - (Python standard library) Simple XML-RPC server implementation, single-threaded.  SimpleJSONRPCServer  - This library is an implementation of the JSON-RPC specification.  zeroRPC  - zerorpc is a flexible RPC implementation based on  ZeroMQ  and  MessagePack .", 
+            "text": "RPC-compatible servers.   SimpleJSONRPCServer  - This library is an implementation of the JSON-RPC specification.  SimpleXMLRPCServer  - (Python standard library) Simple XML-RPC server implementation, single-threaded.  zeroRPC  - zerorpc is a flexible RPC implementation based on  ZeroMQ  and  MessagePack .", 
             "title": "RPC Servers"
         }, 
         {
             "location": "/#cryptography", 
-            "text": "PyCrypto  - The Python Cryptography Toolkit.  Paramiko  - A Python (2.6+, 3.3+) implementation of the SSHv2 protocol, providing both client and server functionality.  cryptography  - A package designed to expose cryptographic primitives and recipes to Python developers.  PyNacl  - Python binding to the Networking and Cryptography (NaCl) library.  hashids  - Implementation of  hashids  in Python.  Passlib  - Secure password storage/hashing library, very high level.", 
+            "text": "cryptography  - A package designed to expose cryptographic primitives and recipes to Python developers.  hashids  - Implementation of  hashids  in Python.  Paramiko  - A Python (2.6+, 3.3+) implementation of the SSHv2 protocol, providing both client and server functionality.  Passlib  - Secure password storage/hashing library, very high level.  PyCrypto  - The Python Cryptography Toolkit.  PyNacl  - Python binding to the Networking and Cryptography (NaCl) library.", 
             "title": "Cryptography"
         }, 
         {
             "location": "/#gui", 
-            "text": "Libraries for working with graphical user interface applications.   PyQt  - Python bindings for the  Qt  cross-platform application and UI framework, with support for both Qt v4 and Qt v5 frameworks.  PySide  - Python bindings for the  Qt  cross-platform application and UI framework, supporting the Qt v4 framework.  wxPython  - A blending of the wxWidgets C++ class library with the Python.  kivy  - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.  curses  - Built-in wrapper for  ncurses  used to create terminal GUI applications.  urwid  - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.  pyglet  - A cross-platform windowing and multimedia library for Python.  Tkinter  - Tkinter is Python's de-facto standard GUI package.  enaml  - Creating beautiful user-interfaces with Declaratic Syntax like QML.  Toga  - A Python native, OS native GUI toolkit.", 
+            "text": "Libraries for working with graphical user interface applications.   curses  - Built-in wrapper for  ncurses  used to create terminal GUI applications.  enaml  - Creating beautiful user-interfaces with Declaratic Syntax like QML.  kivy  - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.  pyglet  - A cross-platform windowing and multimedia library for Python.  PyQt  - Python bindings for the  Qt  cross-platform application and UI framework, with support for both Qt v4 and Qt v5 frameworks.  PySide  - Python bindings for the  Qt  cross-platform application and UI framework, supporting the Qt v4 framework.  Tkinter  - Tkinter is Python's de-facto standard GUI package.  Toga  - A Python native, OS native GUI toolkit.  urwid  - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.  wxPython  - A blending of the wxWidgets C++ class library with the Python.", 
             "title": "GUI"
         }, 
         {
             "location": "/#game-development", 
-            "text": "Awesome game development libraries.   Pygame  - Pygame is a set of Python modules designed for writing games.  Cocos2d  - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications. It is based on pyglet.  PySDL2  - A ctypes based wrapper for the SDL2 library.  Panda3D  - 3D game engine developed by Disney and maintained by Carnegie Mellon's Entertainment Technology Center. Written in C++, completely wrapped in Python.  PyOgre  - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D.  PyOpenGL  - Python ctypes bindings for OpenGL and it's related APIs.  PySFML  - Python bindings for  SFML  RenPy  - A Visual Novel engine.", 
+            "text": "Awesome game development libraries.   Cocos2d  - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications. It is based on pyglet.  Panda3D  - 3D game engine developed by Disney and maintained by Carnegie Mellon's Entertainment Technology Center. Written in C++, completely wrapped in Python.  Pygame  - Pygame is a set of Python modules designed for writing games.  PyOgre  - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D.  PyOpenGL  - Python ctypes bindings for OpenGL and it's related APIs.  PySDL2  - A ctypes based wrapper for the SDL2 library.  PySFML  - Python bindings for  SFML  RenPy  - A Visual Novel engine.", 
             "title": "Game Development"
         }, 
         {
             "location": "/#logging", 
-            "text": "Libraries for generating and working with logs.   logging  - (Python standard library) Logging facility for Python.  logbook  - Logging replacement for Python.  Sentry  - A realtime logging and aggregation server.  Raven  - The Python client for Sentry.  Eliot  - Logging for complex   distributed systems.", 
+            "text": "Libraries for generating and working with logs.   logging  - (Python standard library) Logging facility for Python.  logbook  - Logging replacement for Python.  Eliot  - Logging for complex   distributed systems.  Raven  - The Python client for Sentry.  Sentry  - A realtime logging and aggregation server.", 
             "title": "Logging"
         }, 
         {
             "location": "/#testing", 
-            "text": "Libraries for testing codebases and generating test data.   Testing Frameworks  unittest  - (Python standard library) Unit testing framework.  nose  - nose extends unittest.  pytest  - A mature full-featured Python testing tool.  mamba  - The definitive testing tool for Python. Born under the banner of BDD.  contexts  - A BDD framework for Python 3.3+. Inspired by C#'s  Machine.Specifications .  pyshould  - Should style asserts based on  PyHamcrest .  pyvows  - BDD style testing for Python. Inspired by  Vows.js .  hypothesis  - Hypothesis is an advanced Quickcheck style property based testing library.  Robot Framework  - A generic test automation framework.    Web Testing  Selenium  - Python bindings for  Selenium  WebDriver.  splinter  - Open source tool for testing web applications.  locust  - Scalable user load testing tool written in Python.  sixpack  - A language-agnostic A/B Testing framework.    Mock  mock  - A Python Mocking and Patching Library for Testing.  responses  - A utility library for mocking out the requests Python library.  doublex  - Powerful test doubles framework for Python.  freezegun  - Travel through time by mocking the datetime module.  httpretty  - HTTP request mock tool for Python.  httmock  - A mocking library for requests for Python 2.6+ and 3.2+.    Code Coverage  coverage  - Code coverage measurement.    Fake Data  faker  - A Python package that generates fake data.  fake2db  - Fake database generator.  factory_boy  - A test fixtures replacement for Python.  mixer  - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc.  model_mommy  - Creating random fixtures for testing in Django.  radar  - Generate random datetime / time.    Error Handler  FuckIt.py  - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not.", 
+            "text": "Libraries for testing codebases and generating test data.   Testing Frameworks  unittest  - (Python standard library) Unit testing framework.  contexts  - A BDD framework for Python 3.3+. Inspired by C#'s  Machine.Specifications .  hypothesis  - Hypothesis is an advanced Quickcheck style property based testing library.  mamba  - The definitive testing tool for Python. Born under the banner of BDD.  nose  - nose extends unittest.  pyshould  - Should style asserts based on  PyHamcrest .  pytest  - A mature full-featured Python testing tool.  pyvows  - BDD style testing for Python. Inspired by  Vows.js .  Robot Framework  - A generic test automation framework.    Web Testing  Selenium  - Python bindings for  Selenium  WebDriver.  locust  - Scalable user load testing tool written in Python.  sixpack  - A language-agnostic A/B Testing framework.  splinter  - Open source tool for testing web applications.    Mock  doublex  - Powerful test doubles framework for Python.  freezegun  - Travel through time by mocking the datetime module.  httmock  - A mocking library for requests for Python 2.6+ and 3.2+.  httpretty  - HTTP request mock tool for Python.  mock  - A Python Mocking and Patching Library for Testing.  responses  - A utility library for mocking out the requests Python library.    Code Coverage  coverage  - Code coverage measurement.    Fake Data  factory_boy  - A test fixtures replacement for Python.  fake2db  - Fake database generator.  faker  - A Python package that generates fake data.  mixer  - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc.  model_mommy  - Creating random fixtures for testing in Django.  radar  - Generate random datetime / time.    Error Handler  FuckIt.py  - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not.", 
             "title": "Testing"
         }, 
         {
             "location": "/#code-analysis-and-linter", 
-            "text": "Libraries and tools for analysing, parsing and manipulation codebases.   Code Analysis  pysonar2  - A type inferencer and indexer for Python.  pycallgraph  - A library that visualises the flow (call graph) of your Python application.  code2flow  - Turn your Python and JavaScript code into DOT flowcharts.    Linter  Flake8  - The modular source code checker: pep8, pyflakes and co.  pylama  - Code audit tool for Python and JavaScript.  Pylint  - A source code analyzer.", 
+            "text": "Libraries and tools for analysing, parsing and manipulation codebases.   Code Analysis  code2flow  - Turn your Python and JavaScript code into DOT flowcharts.  pycallgraph  - A library that visualises the flow (call graph) of your Python application.  pysonar2  - A type inferencer and indexer for Python.    Linter  Flake8  - The modular source code checker: pep8, pyflakes and co.  pylama  - Code audit tool for Python and JavaScript.  Pylint  - A source code analyzer.", 
             "title": "Code Analysis and Linter"
         }, 
         {
             "location": "/#debugging-tools", 
-            "text": "Libraries for debugging code.   ipdb  - IPython-enabled  pdb .  wdb  - An improbable web debugger through WebSockets.  winpdb  - A Platform Independent Python Debugger with GUI, capable of remote debugging based on rpdb2.  pudb  \u2013 A full-screen, console-based Python debugger.  pyringe  - Debugger capable of attaching to and injecting code into Python processes.  python-statsd  - Python Client for the  statsd  server.  memory_profiler  - Monitor Memory usage of Python code.  profiling  - An interactive Python profiler.  django-debug-toolbar  - Display various debug information about the current request/response.  django-devserver  - A drop-in replacement for Django's runserver.  flask-debugtoolbar  - A port of the django-debug-toolbar to flask.  pyelftools  - A pure-Python library for parsing and analyzing ELF files and DWARF debugging information.  line_profiler  - Line-by-line profiling.", 
+            "text": "Libraries for debugging code.   ipdb  - IPython-enabled  pdb .  django-debug-toolbar  - Display various debug information about the current request/response.  django-devserver  - A drop-in replacement for Django's runserver.  flask-debugtoolbar  - A port of the django-debug-toolbar to flask.  line_profiler  - Line-by-line profiling.  memory_profiler  - Monitor Memory usage of Python code.  profiling  - An interactive Python profiler.  pudb  \u2013 A full-screen, console-based Python debugger.  pyelftools  - A pure-Python library for parsing and analyzing ELF files and DWARF debugging information.  pyringe  - Debugger capable of attaching to and injecting code into Python processes.  python-statsd  - Python Client for the  statsd  server.  wdb  - An improbable web debugger through WebSockets.  winpdb  - A Platform Independent Python Debugger with GUI, capable of remote debugging based on rpdb2.", 
             "title": "Debugging Tools"
         }, 
         {
             "location": "/#science-and-data-analysis", 
-            "text": "Libraries for scientific computing and data analyzing.   SciPy  - A Python-based ecosystem of open-source software for mathematics, science, and engineering.  NumPy  - A fundamental package for scientific computing with Python.  Numba  - Python JIT (just in time) complier to LLVM aimed at scientific Python by the developers of Cython and NumPy.  NetworkX  - A high-productivity software for complex networks.  Pandas  - A library providing high-performance, easy-to-use data structures and data analysis tools.  Open Mining  - Business Intelligence (BI) in Python (Pandas web interface)  PyMC  - Markov Chain Monte Carlo sampling toolkit.  zipline  - A Pythonic algorithmic trading library.  PyDy  - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion based around NumPy, SciPy, IPython, and matplotlib.  SymPy  - A Python library for symbolic mathematics.  statsmodels  - Statistical modeling and econometrics in Python.  astropy  - A community Python library for Astronomy.  orange  - Data mining, data visualization, analysis and machine learning through visual programming or Python scripting.  RDKit  - Cheminformatics and Machine Learning Software.  Open Babel  - A chemical toolbox designed to speak the many languages of chemical data.  cclib  - A library for parsing and interpreting the results of computational chemistry packages.  Biopython  - Biopython is a set of freely available tools for biological computation.  bccb  - Collection of useful code related to biological analysis.  bcbio-nextgen  - A toolkit providing best-practice pipelines for fully automated high throughput sequencing analysis.  blaze  - NumPy and Pandas interface to Big Data.", 
+            "text": "Libraries for scientific computing and data analyzing.   astropy  - A community Python library for Astronomy.  bcbio-nextgen  - A toolkit providing best-practice pipelines for fully automated high throughput sequencing analysis.  bccb  - Collection of useful code related to biological analysis.  Biopython  - Biopython is a set of freely available tools for biological computation.  blaze  - NumPy and Pandas interface to Big Data.  cclib  - A library for parsing and interpreting the results of computational chemistry packages.  NetworkX  - A high-productivity software for complex networks.  Numba  - Python JIT (just in time) complier to LLVM aimed at scientific Python by the developers of Cython and NumPy.  NumPy  - A fundamental package for scientific computing with Python.  Open Babel  - A chemical toolbox designed to speak the many languages of chemical data.  Open Mining  - Business Intelligence (BI) in Python (Pandas web interface)  orange  - Data mining, data visualization, analysis and machine learning through visual programming or Python scripting.  Pandas  - A library providing high-performance, easy-to-use data structures and data analysis tools.  PyDy  - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion based around NumPy, SciPy, IPython, and matplotlib.  PyMC  - Markov Chain Monte Carlo sampling toolkit.  RDKit  - Cheminformatics and Machine Learning Software.  SciPy  - A Python-based ecosystem of open-source software for mathematics, science, and engineering.  statsmodels  - Statistical modeling and econometrics in Python.  SymPy  - A Python library for symbolic mathematics.  zipline  - A Pythonic algorithmic trading library.", 
             "title": "Science and Data Analysis"
         }, 
         {
             "location": "/#data-visualization", 
-            "text": "Libraries for visualizing data. See:  awesome-javascript .   matplotlib  - A Python 2D plotting library.  bokeh  - Interactive Web Plotting for Python.  plotly  - Collaborative web plotting for Python and matplotlib.  vincent  - A Python to Vega translator.  ggplot  - Same API as ggplot2 for R.  pygal  - A Python SVG Charts Creator.  pygraphviz  - Python interface to  Graphviz .  PyQtGraph  - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.  VisPy  - High-performance scientific visualization based on OpenGL.", 
+            "text": "Libraries for visualizing data. See:  awesome-javascript .   matplotlib  - A Python 2D plotting library.  bokeh  - Interactive Web Plotting for Python.  ggplot  - Same API as ggplot2 for R.  plotly  - Collaborative web plotting for Python and matplotlib.  pygal  - A Python SVG Charts Creator.  pygraphviz  - Python interface to  Graphviz .  PyQtGraph  - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.  vincent  - A Python to Vega translator.  VisPy  - High-performance scientific visualization based on OpenGL.", 
             "title": "Data Visualization"
         }, 
         {
@@ -332,47 +332,47 @@
         }, 
         {
             "location": "/#machine-learning", 
-            "text": "Libraries for Machine Learning. See:  awesome-machine-learning .   scikit-learn  - A Python module for machine learning built on top of SciPy.  pattern  - Web mining module for Python.  NuPIC  - Numenta Platform for Intelligent Computing.  Pylearn2  - A Machine Learning library based on  Theano .  hebel  - GPU-Accelerated Deep Learning Library in Python.  gensim  - Topic Modelling for Humans.  PyBrain  - Another Python Machine Learning Library.  Crab  - A \ufb02exible, fast recommender engine.  python-recsys  - A Python library for implementing a Recommender System.  vowpal_porpoise  - A lightweight Python wrapper for  Vowpal Wabbit .", 
+            "text": "Libraries for Machine Learning. See:  awesome-machine-learning .   Crab  - A \ufb02exible, fast recommender engine.  gensim  - Topic Modelling for Humans.  hebel  - GPU-Accelerated Deep Learning Library in Python.  NuPIC  - Numenta Platform for Intelligent Computing.  pattern  - Web mining module for Python.  PyBrain  - Another Python Machine Learning Library.  Pylearn2  - A Machine Learning library based on  Theano .  python-recsys  - A Python library for implementing a Recommender System.  scikit-learn  - A Python module for machine learning built on top of SciPy.  vowpal_porpoise  - A lightweight Python wrapper for  Vowpal Wabbit .", 
             "title": "Machine Learning"
         }, 
         {
             "location": "/#mapreduce", 
-            "text": "Framworks and libraries for MapReduce.   PySpark  - The Spark Python API.  dpark  - Python clone of Spark, a MapReduce alike framework in Python.  luigi  - A module that helps you build complex pipelines of batch jobs.  mrjob  - Run MapReduce jobs on Hadoop or Amazon Web Services.  dumbo  - Python module that allows one to easily write and run Hadoop programs.  streamparse  - Run Python code against real-time streams of data. Integrates with  Apache Storm .", 
+            "text": "Framworks and libraries for MapReduce.   dpark  - Python clone of Spark, a MapReduce alike framework in Python.  dumbo  - Python module that allows one to easily write and run Hadoop programs.  luigi  - A module that helps you build complex pipelines of batch jobs.  mrjob  - Run MapReduce jobs on Hadoop or Amazon Web Services.  PySpark  - The Spark Python API.  streamparse  - Run Python code against real-time streams of data. Integrates with  Apache Storm .", 
             "title": "MapReduce"
         }, 
         {
             "location": "/#functional-programming", 
-            "text": "Functional Programming with Python.   fn.py  - Functional programming in Python: implementation of missing features to enjoy FP.  funcy  - A fancy and practical functional tools.  Toolz  - A collection of functional utilities for iterators, functions, and dictionaries.  CyToolz  - Cython implementation of Toolz: High performance functional utilities.", 
+            "text": "Functional Programming with Python.   CyToolz  - Cython implementation of Toolz: High performance functional utilities.  fn.py  - Functional programming in Python: implementation of missing features to enjoy FP.  funcy  - A fancy and practical functional tools.  Toolz  - A collection of functional utilities for iterators, functions, and dictionaries.", 
             "title": "Functional Programming"
         }, 
         {
             "location": "/#third-party-apis", 
-            "text": "Libraries for accessing third party services APIs. See:  List of Python API Wrappers and Libraries .   apache-libcloud  - One Python library for all clouds.  boto  - Python interface to Amazon Web Services.  twython  - A Python wrapper for the Twitter API.  google-api-python-client  - Google APIs Client Library for Python.  gspread  - Google Spreadsheets Python API.  facebook-sdk  - Facebook Platform Python SDK.  facepy  - Facepy makes it really easy to interact with Facebook's Graph API  gmail  - A Pythonic interface for Gmail.  django-wordpress  - WordPress models and views for Django.", 
+            "text": "Libraries for accessing third party services APIs. See:  List of Python API Wrappers and Libraries .   apache-libcloud  - One Python library for all clouds.  boto  - Python interface to Amazon Web Services.  django-wordpress  - WordPress models and views for Django.  facebook-sdk  - Facebook Platform Python SDK.  facepy  - Facepy makes it really easy to interact with Facebook's Graph API  gmail  - A Pythonic interface for Gmail.  google-api-python-client  - Google APIs Client Library for Python.  gspread  - Google Spreadsheets Python API.  twython  - A Python wrapper for the Twitter API.", 
             "title": "Third-party APIs"
         }, 
         {
             "location": "/#devops-tools", 
-            "text": "Software and libraries for DevOps.   OpenStack  - Open source software for building private and public clouds.  Ansible  - A radically simple IT automation platform.  SaltStack  - Infrastructure automation and management system.  Fabric  - A simple, Pythonic tool for remote execution and deployment.  Fabtools  - Tools for writing awesome Fabric files.  cuisine  - Chef-like functionality for Fabric.  psutil  - A cross-platform process and system utilities module.  pexpect  - Controlling interactive programs in a pseudo-terminal like GNU expect.  provy  - An easy-to-use provisioning system in Python.  honcho  - A Python port of  Foreman , a tool for managing Procfile-based applications.  gunnery  - Multipurpose task execution tool for distributed systems with web-based interface.  Docker-Compose  - Fast, isolated development environments using  Docker .  hgapi  - Pure-Python API for Mercurial.  gitapi  - Pure-Python API for git.  supervisor  - Supervisor process control system for UNIX.", 
+            "text": "Software and libraries for DevOps.   Ansible  - A radically simple IT automation platform.  SaltStack  - Infrastructure automation and management system.  Fabric  - A simple, Pythonic tool for remote execution and deployment.  cuisine  - Chef-like functionality for Fabric.  Docker Compose  - Fast, isolated development environments using  Docker .  Fabtools  - Tools for writing awesome Fabric files.  gitapi  - Pure-Python API for git.  gunnery  - Multipurpose task execution tool for distributed systems with web-based interface.  hgapi  - Pure-Python API for Mercurial.  honcho  - A Python port of  Foreman , a tool for managing Procfile-based applications.  OpenStack  - Open source software for building private and public clouds.  pexpect  - Controlling interactive programs in a pseudo-terminal like GNU expect.  provy  - An easy-to-use provisioning system in Python.  psutil  - A cross-platform process and system utilities module.  supervisor  - Supervisor process control system for UNIX.", 
             "title": "DevOps Tools"
         }, 
         {
             "location": "/#job-scheduler", 
-            "text": "Libraries for scheduling jobs.   APScheduler  - A light but powerful in-process task scheduler that lets you schedule functions.  django-schedule  - A calendaring app for Django.  doit  - A task runner/build tool.  Joblib  - A set of tools to provide lightweight pipelining in Python.  Plan  - Writing crontab file in Python like a charm.  Spiff  - A powerful workflow engine implemented in pure Python.  schedule  - Python job scheduling for humans.  TaskFlow  - A Python library that helps to make task execution easy, consistent and reliable.", 
+            "text": "Libraries for scheduling jobs.   APScheduler  - A light but powerful in-process task scheduler that lets you schedule functions.  django-schedule  - A calendaring app for Django.  doit  - A task runner/build tool.  Joblib  - A set of tools to provide lightweight pipelining in Python.  Plan  - Writing crontab file in Python like a charm.  schedule  - Python job scheduling for humans.  Spiff  - A powerful workflow engine implemented in pure Python.  TaskFlow  - A Python library that helps to make task execution easy, consistent and reliable.", 
             "title": "Job Scheduler"
         }, 
         {
             "location": "/#foreign-function-interface", 
-            "text": "Libraries for providing foreign function interface.   ctypes  - (Python standard library) Foreign Function Interface for Python calling C code.  cffi  - Foreign Function Interface for Python calling C code.  SWIG  - Simplified Wrapper and Interface Generator.  PyCUDA  - A Python wrapper for Nvidia's CUDA API.", 
+            "text": "Libraries for providing foreign function interface.   cffi  - Foreign Function Interface for Python calling C code.  ctypes  - (Python standard library) Foreign Function Interface for Python calling C code.  PyCUDA  - A Python wrapper for Nvidia's CUDA API.  SWIG  - Simplified Wrapper and Interface Generator.", 
             "title": "Foreign Function Interface"
         }, 
         {
             "location": "/#high-performance", 
-            "text": "Libraries for making Python faster.   Cython  - Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains.  PyPy  - An implementation of Python in Python. The interpreter uses black magic to make Python very fast without having to add in additional type information.  Stackless Python  - An enhanced version of the Python.  Pyston  - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance.", 
+            "text": "Libraries for making Python faster.   Cython  - Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains.  PyPy  - An implementation of Python in Python. The interpreter uses black magic to make Python very fast without having to add in additional type information.  Pyston  - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance.  Stackless Python  - An enhanced version of the Python.", 
             "title": "High Performance"
         }, 
         {
             "location": "/#microsoft-windows", 
-            "text": "Python programming on Microsoft Windows.   PyWin32  - Python Extensions for Windows.  PythonNet  - Python Integration with the .NET Common Language Runtime (CLR).  pythonlibs  - Unofficial Windows binaries for Python extension packages.  Python(x,y)  - Scientific-applications-oriented Python Distribution based on Qt and Spyder.  WinPython  - Portable development environment for Windows 7/8.", 
+            "text": "Python programming on Microsoft Windows.   Python(x,y)  - Scientific-applications-oriented Python Distribution based on Qt and Spyder.  pythonlibs  - Unofficial Windows binaries for Python extension packages.  PythonNet  - Python Integration with the .NET Common Language Runtime (CLR).  PyWin32  - Python Extensions for Windows.  WinPython  - Portable development environment for Windows 7/8.", 
             "title": "Microsoft Windows"
         }, 
         {
@@ -382,27 +382,27 @@
         }, 
         {
             "location": "/#hardware", 
-            "text": "Libraries for programming with hardware.   PyUserInput  - A module for cross-platform control of the mouse and keyboard.  wifi  - A Python library and command line tool for working with WiFi on Linux.  scapy  - A brilliant packet manipulation library.  ino  - Command line toolkit for working with  Arduino .  Pyro  - Python Robotics.", 
+            "text": "Libraries for programming with hardware.   ino  - Command line toolkit for working with  Arduino .  Pyro  - Python Robotics.  PyUserInput  - A module for cross-platform control of the mouse and keyboard.  scapy  - A brilliant packet manipulation library.  wifi  - A Python library and command line tool for working with WiFi on Linux.", 
             "title": "Hardware"
         }, 
         {
             "location": "/#compatibility", 
-            "text": "Libraries for migrating from Python 2 to 3.   Six  - Python 2 and 3 compatibility utilities.  Python-Future  - The missing compatibility layer between Python 2 and Python 3.  Python-Modernize  - Modernizes Python code for eventual Python 3 migration.", 
+            "text": "Libraries for migrating from Python 2 to 3.   Python-Future  - The missing compatibility layer between Python 2 and Python 3.  Python-Modernize  - Modernizes Python code for eventual Python 3 migration.  Six  - Python 2 and 3 compatibility utilities.", 
             "title": "Compatibility"
         }, 
         {
             "location": "/#miscellaneous", 
-            "text": "Useful libraries or tools that don't fit in the categories above.   pluginbase  - A simple but flexible plugin system for Python.  itsdangerous  - Various helpers to pass trusted data to untrusted environments.  blinker  - A fast Python in-process signal/event dispatching system.  Pychievements  - A framework for creating and tracking achievements.", 
+            "text": "Useful libraries or tools that don't fit in the categories above.   blinker  - A fast Python in-process signal/event dispatching system.  itsdangerous  - Various helpers to pass trusted data to untrusted environments.  pluginbase  - A simple but flexible plugin system for Python.  Pychievements  - A framework for creating and tracking achievements.", 
             "title": "Miscellaneous"
         }, 
         {
             "location": "/#algorithms-and-design-patterns", 
-            "text": "Python implementation of algorithms and design patterns.   python-patterns  - A collection of design patterns in Python.  algorithms  - A module of algorithms for Python.", 
+            "text": "Python implementation of algorithms and design patterns.   algorithms  - A module of algorithms for Python.  python-patterns  - A collection of design patterns in Python.", 
             "title": "Algorithms and Design Patterns"
         }, 
         {
             "location": "/#editor-plugins", 
-            "text": "Plugins for editors and IDEs.   Vim  Python-mode  - An all in one plugin for turning Vim into a Python IDE.  Jedi-vim  - Vim bindings for the  Jedi  auto-completion library for Python.  YouCompleteMe  - Includes  Jedi -based completion engine for Python    Emacs  Elpy  - Emacs Python Development Environment.    Sublime Text  SublimeJEDI  - A Sublime Text plugin to the awesome auto-complete library  Jedi .  Anaconda  - Anaconda turns your Sublime Text 3 in a full featured Python development IDE.", 
+            "text": "Plugins for editors and IDEs.   Vim  YouCompleteMe  - Includes  Jedi -based completion engine for Python.  Jedi-vim  - Vim bindings for the  Jedi  auto-completion library for Python.  Python-mode  - An all in one plugin for turning Vim into a Python IDE.    Emacs  Elpy  - Emacs Python Development Environment.    Sublime Text  SublimeJEDI  - A Sublime Text plugin to the awesome auto-complete library  Jedi .  Anaconda  - Anaconda turns your Sublime Text 3 in a full featured Python development IDE.", 
             "title": "Editor Plugins"
         }, 
         {
diff --git a/sitemap.xml b/sitemap.xml
index 9bfbeac..746748a 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -4,7 +4,7 @@
     
     <url>
      <loc>http://awesome-python.com/</loc>
-     <lastmod>2015-08-07</lastmod>
+     <lastmod>2015-08-15</lastmod>
      <changefreq>daily</changefreq>
     </url>