diff --git a/README.md b/README.md index afb3c5e..54d40b7 100644 --- a/README.md +++ b/README.md @@ -102,10 +102,10 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries for Python version and environment management.* -* [:octocat: p](https://github.com/qw3rtman/p) - :star: 626 :fork_and_knife: 31 - Dead simple interactive Python version management. -* [:octocat: pyenv](https://github.com/yyuu/pyenv) - :star: 5644 :fork_and_knife: 451 - Simple Python version management. +* [:octocat: p](https://github.com/qw3rtman/p) - :star: 633 :fork_and_knife: 33 - Dead simple interactive Python version management. +* [:octocat: pyenv](https://github.com/yyuu/pyenv) - :star: 5883 :fork_and_knife: 479 - Simple Python version management. * [:earth_americas: PyRun](https://www.egenix.com/products/python/PyRun/) - A one-file, no-installation-needed version of Python. -* [:octocat: Vex](https://github.com/sashahart/vex) - :star: 307 :fork_and_knife: 18 - Run a command in the named virtualenv. +* [:octocat: Vex](https://github.com/sashahart/vex) - :star: 311 :fork_and_knife: 18 - Run a command in the named virtualenv. * [:earth_americas: virtualenv](https://pypi.python.org/pypi/virtualenv) - A tool to create isolated Python environments. * [:earth_americas: virtualenvwrapper](https://pypi.python.org/pypi/virtualenvwrapper) - A set of extensions to virtualenv. @@ -115,7 +115,7 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:earth_americas: pip](https://pip.pypa.io/) - The Python package and dependency manager. * [:earth_americas: Python Package Index](https://pypi.python.org/pypi) -* [:octocat: conda](https://github.com/conda/conda/) - :star: 932 :fork_and_knife: 317 - Cross-platform, Python-agnostic binary package manager. +* [:octocat: conda](https://github.com/conda/conda/) - :star: 979 :fork_and_knife: 333 - Cross-platform, Python-agnostic binary package manager. * [:earth_americas: Curdling](http://clarete.li/curdling/) - Curdling is a command line tool for managing Python packages. * [:earth_americas: wheel](http://pythonwheels.com/) - The new standard of Python distribution and are intended to replace eggs. @@ -123,17 +123,17 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Local PyPI repository server and proxies.* -* [:octocat: warehouse](https://github.com/pypa/warehouse) - :star: 805 :fork_and_knife: 168 - Next generation Python Package Repository (PyPI). +* [:octocat: warehouse](https://github.com/pypa/warehouse) - :star: 837 :fork_and_knife: 175 - Next generation Python Package Repository (PyPI). * [:earth_americas: Warehouse](https://warehouse.python.org/) * [:earth_americas: bandersnatch](https://bitbucket.org/pypa/bandersnatch) - PyPI mirroring tool provided by Python Packaging Authority (PyPA). * [:earth_americas: devpi](http://doc.devpi.net/) - PyPI server and packaging/testing/release tool. -* [:octocat: localshop](https://github.com/mvantellingen/localshop) - :star: 283 :fork_and_knife: 100 - Local PyPI server (custom packages and auto-mirroring of pypi). +* [:octocat: localshop](https://github.com/mvantellingen/localshop) - :star: 284 :fork_and_knife: 100 - Local PyPI server (custom packages and auto-mirroring of pypi). ## Distribution *Libraries to create packaged executables for release distribution.* -* [:octocat: PyInstaller](https://github.com/pyinstaller/pyinstaller) - :star: 2176 :fork_and_knife: 524 - Converts Python programs into stand-alone executables (cross-platform). +* [:octocat: PyInstaller](https://github.com/pyinstaller/pyinstaller) - :star: 2237 :fork_and_knife: 552 - Converts Python programs into stand-alone executables (cross-platform). * [:earth_americas: dh-virtualenv](http://dh-virtualenv.readthedocs.org/) - Build and distribute a virtualenv as a Debian package. * [:earth_americas: Nuitka](http://nuitka.net/) - Compile scripts, modules, packages to an executable or extension module. * [:earth_americas: py2app](http://pythonhosted.org/py2app/) - Freezes Python scripts (Mac OS X). @@ -147,17 +147,17 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:earth_americas: buildout](http://www.buildout.org/) - A build system for creating, assembling and deploying applications from multiple parts. * [:earth_americas: BitBake](http://www.yoctoproject.org/docs/1.6/bitbake-user-manual/bitbake-user-manual.html) - A make-like build tool for embedded Linux. * [:earth_americas: fabricate](https://code.google.com/p/fabricate/) - A build tool that finds dependencies automatically for any language. -* [:octocat: PlatformIO](https://github.com/ivankravets/platformio) - :star: 1341 :fork_and_knife: 201 - A console tool to build code with different development platforms. -* [:octocat: PyBuilder](https://github.com/pybuilder/pybuilder) - :star: 761 :fork_and_knife: 154 - A continuous build tool written in pure Python. +* [:octocat: PlatformIO](https://github.com/ivankravets/platformio) - :star: 1389 :fork_and_knife: 204 - A console tool to build code with different development platforms. +* [:octocat: PyBuilder](https://github.com/pybuilder/pybuilder) - :star: 786 :fork_and_knife: 156 - A continuous build tool written in pure Python. * [:earth_americas: SCons](http://www.scons.org/) - A software construction tool. ## Interactive Interpreter *Interactive Python interpreters (REPL).* -* [:octocat: IPython](https://github.com/ipython/ipython) - :star: 10439 :fork_and_knife: 3073 - A rich toolkit to help you make the most out of using Python interactively. +* [:octocat: IPython](https://github.com/ipython/ipython) - :star: 10708 :fork_and_knife: 3164 - A rich toolkit to help you make the most out of using Python interactively. * [:earth_americas: bpython](http://bpython-interpreter.org) – A fancy interface to the Python interpreter. -* [:octocat: ptpython](https://github.com/jonathanslenders/ptpython) - :star: 1665 :fork_and_knife: 66 - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit). +* [:octocat: ptpython](https://github.com/jonathanslenders/ptpython) - :star: 1776 :fork_and_knife: 74 - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit). ## Files @@ -165,53 +165,53 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:earth_americas: imghdr](https://docs.python.org/2/library/imghdr.html) - (Python standard library) Determine the type of an image. * [:earth_americas: mimetypes](https://docs.python.org/2/library/mimetypes.html) - (Python standard library) Map filenames to MIME types. -* [:octocat: path.py](https://github.com/jaraco/path.py) - :star: 664 :fork_and_knife: 89 - A module wrapper for [os.path](https://docs.python.org/2/library/os.path.html). +* [:octocat: path.py](https://github.com/jaraco/path.py) - :star: 671 :fork_and_knife: 87 - A module wrapper for [os.path](https://docs.python.org/2/library/os.path.html). * [:earth_americas: pathlib](https://pathlib.readthedocs.org/en/pep428/) - (Python standard library in Python 3.4+) An cross-platform, object-oriented path library. -* [:octocat: python-magic](https://github.com/ahupp/python-magic) - :star: 733 :fork_and_knife: 114 - A Python interface to the libmagic file type identification library. -* [:octocat: Unipath](https://github.com/mikeorr/Unipath) - :star: 391 :fork_and_knife: 32 - An object-oriented approach to file/directory operations. -* [:octocat: watchdog](https://github.com/gorakhargosh/watchdog) - :star: 2276 :fork_and_knife: 306 - API and shell utilities to monitor file system events. +* [:octocat: python-magic](https://github.com/ahupp/python-magic) - :star: 748 :fork_and_knife: 118 - A Python interface to the libmagic file type identification library. +* [:octocat: Unipath](https://github.com/mikeorr/Unipath) - :star: 396 :fork_and_knife: 31 - An object-oriented approach to file/directory operations. +* [:octocat: watchdog](https://github.com/gorakhargosh/watchdog) - :star: 2320 :fork_and_knife: 315 - API and shell utilities to monitor file system events. ## Date and Time *Libraries for working with dates and times.* -* [:octocat: arrow](https://github.com/crsmithdev/arrow) - :star: 3387 :fork_and_knife: 290 - Better dates & times for Python. -* [:octocat: Chronyk](https://github.com/KoffeinFlummi/Chronyk) - :star: 231 :fork_and_knife: 9 - A Python 3 library for parsing human-written times and dates. +* [:octocat: arrow](https://github.com/crsmithdev/arrow) - :star: 3443 :fork_and_knife: 304 - Better dates & times for Python. +* [:octocat: Chronyk](https://github.com/KoffeinFlummi/Chronyk) - :star: 232 :fork_and_knife: 8 - A Python 3 library for parsing human-written times and dates. * [:earth_americas: dateutil](https://pypi.python.org/pypi/python-dateutil) - Extensions to the standard Python [datetime](https://docs.python.org/2/library/datetime.html) module. -* [:octocat: delorean](https://github.com/myusuf3/delorean/) - :star: 1227 :fork_and_knife: 60 - A library for clearing up the inconvenient truths that arise dealing with datetimes. -* [:octocat: moment](https://github.com/zachwill/moment) - :star: 339 :fork_and_knife: 20 - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/). -* [:octocat: PyTime](https://github.com/shnode/PyTime) - :star: 101 :fork_and_knife: 13 - A easy-use Python module which aims to operate date/time/datetime by string. +* [:octocat: delorean](https://github.com/myusuf3/delorean/) - :star: 1235 :fork_and_knife: 60 - A library for clearing up the inconvenient truths that arise dealing with datetimes. +* [:octocat: moment](https://github.com/zachwill/moment) - :star: 344 :fork_and_knife: 20 - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/). +* [:octocat: PyTime](https://github.com/shnode/PyTime) - :star: 100 :fork_and_knife: 13 - A easy-use Python module which aims to operate date/time/datetime by string. * [:earth_americas: pytz](https://launchpad.net/pytz) - World timezone definitions, modern and historical. Brings the [tz database](http://en.wikipedia.org/wiki/Tz_database) into Python. -* [:octocat: when.py](https://github.com/dirn/When.py) - :star: 153 :fork_and_knife: 13 - Providing user-friendly functions to help perform common date and time actions. +* [:octocat: when.py](https://github.com/dirn/When.py) - :star: 153 :fork_and_knife: 14 - Providing user-friendly functions to help perform common date and time actions. ## Text Processing *Libraries for parsing and manipulating plain texts.* * General - * [:octocat: chardet](https://github.com/chardet/chardet) - :star: 616 :fork_and_knife: 88 - Python 2/3 compatible character encoding detector. + * [:octocat: chardet](https://github.com/chardet/chardet) - :star: 637 :fork_and_knife: 90 - Python 2/3 compatible character encoding detector. * [:earth_americas: difflib](https://docs.python.org/2/library/difflib.html) - (Python standard library) Helpers for computing deltas. * [:earth_americas: esmre](https://code.google.com/p/esmre/) - Regular expression accelerator. - * [:octocat: ftfy](https://github.com/LuminosoInsight/python-ftfy) - :star: 1558 :fork_and_knife: 54 - Makes Unicode text less broken and more consistent automagically. - * [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - :star: 2765 :fork_and_knife: 289 - Fuzzy String Matching. - * [:octocat: Levenshtein](https://github.com/ztane/python-Levenshtein/) - :star: 254 :fork_and_knife: 50 - Fast computation of Levenshtein distance and string similarity. - * [:octocat: pangu.py](https://github.com/vinta/pangu.py) - :star: 53 :fork_and_knife: 7 - Spacing texts for CJK and alphanumerics. - * [:octocat: pyfiglet](https://github.com/pwaller/pyfiglet) - :star: 182 :fork_and_knife: 20 - An implementation of figlet written in Python. - * [:octocat: shortuuid](https://github.com/stochastic-technologies/shortuuid) - :star: 666 :fork_and_knife: 51 - A generator library for concise, unambiguous and URL-safe UUIDs. + * [:octocat: ftfy](https://github.com/LuminosoInsight/python-ftfy) - :star: 1597 :fork_and_knife: 56 - Makes Unicode text less broken and more consistent automagically. + * [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - :star: 2825 :fork_and_knife: 309 - Fuzzy String Matching. + * [:octocat: Levenshtein](https://github.com/ztane/python-Levenshtein/) - :star: 264 :fork_and_knife: 52 - Fast computation of Levenshtein distance and string similarity. + * [:octocat: pangu.py](https://github.com/vinta/pangu.py) - :star: 55 :fork_and_knife: 7 - Spacing texts for CJK and alphanumerics. + * [:octocat: pyfiglet](https://github.com/pwaller/pyfiglet) - :star: 184 :fork_and_knife: 22 - An implementation of figlet written in Python. + * [:octocat: shortuuid](https://github.com/stochastic-technologies/shortuuid) - :star: 682 :fork_and_knife: 52 - A generator library for concise, unambiguous and URL-safe UUIDs. * [:earth_americas: unidecode](https://pypi.python.org/pypi/Unidecode) - ASCII transliterations of Unicode text. - * [:octocat: uniout](https://github.com/moskytw/uniout) - :star: 106 :fork_and_knife: 11 - Print readable chars instead of the escaped string. - * [:octocat: xpinyin](https://github.com/lxneng/xpinyin) - :star: 379 :fork_and_knife: 103 - A library to translate Chinese hanzi (漢字) to pinyin (拼音). + * [:octocat: uniout](https://github.com/moskytw/uniout) - :star: 115 :fork_and_knife: 12 - Print readable chars instead of the escaped string. + * [:octocat: xpinyin](https://github.com/lxneng/xpinyin) - :star: 386 :fork_and_knife: 104 - A library to translate Chinese hanzi (漢字) to pinyin (拼音). * Slugify - * [:octocat: awesome-slugify](https://github.com/dimka665/awesome-slugify) - :star: 306 :fork_and_knife: 17 - A Python slugify library that can preserve unicode. - * [:octocat: python-slugify](https://github.com/un33k/python-slugify) - :star: 300 :fork_and_knife: 35 - A Python slugify library that translates unicode to ASCII. - * [:octocat: unicode-slugify](https://github.com/mozilla/unicode-slugify) - :star: 225 :fork_and_knife: 38 - A slugifier that generates unicode slugs with Django as a dependency. + * [:octocat: awesome-slugify](https://github.com/dimka665/awesome-slugify) - :star: 313 :fork_and_knife: 17 - A Python slugify library that can preserve unicode. + * [:octocat: python-slugify](https://github.com/un33k/python-slugify) - :star: 307 :fork_and_knife: 35 - A Python slugify library that translates unicode to ASCII. + * [:octocat: unicode-slugify](https://github.com/mozilla/unicode-slugify) - :star: 233 :fork_and_knife: 40 - A slugifier that generates unicode slugs with Django as a dependency. * Parser - * [:octocat: phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - :star: 1335 :fork_and_knife: 174 - Parsing, formatting, storing and validating international phone numbers. + * [:octocat: phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - :star: 1359 :fork_and_knife: 177 - Parsing, formatting, storing and validating international phone numbers. * [:earth_americas: PLY](http://www.dabeaz.com/ply/) - Implementation of lex and yacc parsing tools for Python * [:earth_americas: Pygments](http://pygments.org/) - A generic syntax highlighter. * [:earth_americas: pyparsing](http://pyparsing.wikispaces.com/) - A general purpose framework for generating parsers. - * [:octocat: python-nameparser](https://github.com/derek73/python-nameparser) - :star: 168 :fork_and_knife: 27 - Parsing human names into their individual components. - * [:octocat: python-user-agents](https://github.com/selwin/python-user-agents) - :star: 416 :fork_and_knife: 93 - Browser user agent parser. + * [:octocat: python-nameparser](https://github.com/derek73/python-nameparser) - :star: 173 :fork_and_knife: 27 - Parsing human names into their individual components. + * [:octocat: python-user-agents](https://github.com/selwin/python-user-agents) - :star: 428 :fork_and_knife: 94 - Browser user agent parser. * [:earth_americas: sqlparse](https://sqlparse.readthedocs.org/) - A non-validating SQL parser. ## Specific Formats Processing @@ -219,38 +219,38 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries for parsing and manipulating specific text formats.* * General - * [:octocat: tablib](https://github.com/kennethreitz/tablib) - :star: 2144 :fork_and_knife: 310 - A module for Tabular Datasets in XLS, CSV, JSON, YAML. + * [:octocat: tablib](https://github.com/kennethreitz/tablib) - :star: 2182 :fork_and_knife: 319 - A module for Tabular Datasets in XLS, CSV, JSON, YAML. * Office - * [:octocat: Marmir](https://github.com/brianray/mm) - :star: 123 :fork_and_knife: 17 - Takes Python data structures and turns them into spreadsheets. + * [:octocat: Marmir](https://github.com/brianray/mm) - :star: 123 :fork_and_knife: 16 - Takes Python data structures and turns them into spreadsheets. * [:earth_americas: openpyxl](https://openpyxl.readthedocs.org/en/latest/) - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files. - * [:octocat: python-docx](https://github.com/python-openxml/python-docx) - :star: 645 :fork_and_knife: 255 - Reads, queries and modifies Microsoft Word 2007/2008 docx files. - * [:octocat: unoconv](https://github.com/dagwieers/unoconv) - :star: 820 :fork_and_knife: 232 - Convert between any document format supported by LibreOffice/OpenOffice. + * [:octocat: python-docx](https://github.com/python-openxml/python-docx) - :star: 659 :fork_and_knife: 261 - Reads, queries and modifies Microsoft Word 2007/2008 docx files. + * [:octocat: unoconv](https://github.com/dagwieers/unoconv) - :star: 838 :fork_and_knife: 235 - Convert between any document format supported by LibreOffice/OpenOffice. * [:earth_americas: XlsxWriter](https://xlsxwriter.readthedocs.org/) - A Python module for creating Excel .xlsx files. * [:earth_americas: xlwings](http://xlwings.org/) - A BSD-licensed library that makes it easy to call Python from Excel and vice versa. - * [:octocat: xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - :star: 565 :fork_and_knife: 194 - Writing and reading data and formatting information from Excel files. + * [:octocat: xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - :star: 578 :fork_and_knife: 196 - Writing and reading data and formatting information from Excel files. * PDF - * [:octocat: PDFMiner](https://github.com/euske/pdfminer) - :star: 1771 :fork_and_knife: 491 - A tool for extracting information from PDF documents. - * [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - :star: 1117 :fork_and_knife: 351 - A library capable of splitting, merging and transforming PDF pages. + * [:octocat: PDFMiner](https://github.com/euske/pdfminer) - :star: 1815 :fork_and_knife: 504 - A tool for extracting information from PDF documents. + * [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - :star: 1150 :fork_and_knife: 359 - A library capable of splitting, merging and transforming PDF pages. * [:earth_americas: ReportLab](http://www.reportlab.com/opensource/) - Allowing Rapid creation of rich PDF documents. * Markdown - * [:octocat: Mistune](https://github.com/lepture/mistune) - :star: 765 :fork_and_knife: 76 - Fastest and full featured pure Python parsers of Markdown. - * [:octocat: Python-Markdown](https://github.com/waylan/Python-Markdown) - :star: 953 :fork_and_knife: 268 - A Python implementation of John Gruber’s Markdown. + * [:octocat: Mistune](https://github.com/lepture/mistune) - :star: 780 :fork_and_knife: 74 - Fastest and full featured pure Python parsers of Markdown. + * [:octocat: Python-Markdown](https://github.com/waylan/Python-Markdown) - :star: 969 :fork_and_knife: 270 - A Python implementation of John Gruber’s Markdown. * YAML * [:earth_americas: PyYAML](http://pyyaml.org/) - YAML implementations for Python. * CSV - * [:octocat: csvkit](https://github.com/onyxfish/csvkit) - :star: 2365 :fork_and_knife: 340 - Utilities for converting to and working with CSV. + * [:octocat: csvkit](https://github.com/onyxfish/csvkit) - :star: 2399 :fork_and_knife: 344 - Utilities for converting to and working with CSV. * Archive - * [:octocat: unp](https://github.com/mitsuhiko/unp) - :star: 245 :fork_and_knife: 21 - A command line tool that can unpack archives easily. + * [:octocat: unp](https://github.com/mitsuhiko/unp) - :star: 248 :fork_and_knife: 21 - A command line tool that can unpack archives easily. ## Natural Language Processing *Libraries for working with human languages.* * [:earth_americas: NLTK](http://www.nltk.org/) - A leading platform for building Python programs to work with human language data. -* [:octocat: jieba](https://github.com/fxsjy/jieba) - :star: 6452 :fork_and_knife: 2022 - Chinese Words Segmentation Utilities. -* [:octocat: langid.py](https://github.com/saffsd/langid.py) - :star: 647 :fork_and_knife: 119 - Stand-alone language identification system. +* [:octocat: jieba](https://github.com/fxsjy/jieba) - :star: 6738 :fork_and_knife: 2117 - Chinese Words Segmentation Utilities. +* [:octocat: langid.py](https://github.com/saffsd/langid.py) - :star: 664 :fork_and_knife: 124 - Stand-alone language identification system. * [:earth_americas: Pattern](http://www.clips.ua.ac.be/pattern) - A web mining module for the Python. -* [:octocat: SnowNLP](https://github.com/isnowfy/snownlp) - :star: 1552 :fork_and_knife: 448 - A library for processing Chinese text. +* [:octocat: SnowNLP](https://github.com/isnowfy/snownlp) - :star: 1611 :fork_and_knife: 461 - A library for processing Chinese text. * [:earth_americas: TextBlob](http://textblob.readthedocs.org/) - Providing a consistent API for diving into common NLP tasks. ## Documentation @@ -258,9 +258,9 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries for generating project documentation.* * [:earth_americas: Sphinx](http://sphinx-doc.org/) - Python Documentation generator. - * [:octocat: awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc) - :star: 201 :fork_and_knife: 18 + * [:octocat: awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc) - :star: 205 :fork_and_knife: 19 * [:earth_americas: MkDocs](http://www.mkdocs.org/) - Markdown friendly documentation generator. -* [:octocat: pdoc](https://github.com/BurntSushi/pdoc) - :star: 260 :fork_and_knife: 41 - Epydoc replacement to auto generate API documentation for Python libraries. +* [:octocat: pdoc](https://github.com/BurntSushi/pdoc) - :star: 269 :fork_and_knife: 45 - Epydoc replacement to auto generate API documentation for Python libraries. * [:earth_americas: Pycco](http://fitzgen.github.io/pycco/) - The literate-programming-style documentation generator. ## Configuration @@ -281,32 +281,32 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:earth_americas: click](http://click.pocoo.org/) - A package for creating beautiful command line interfaces in a composable way. * [:earth_americas: cliff](http://docs.openstack.org/developer/cliff/) - A framework for creating command-line programs with multi-level commands. * [:earth_americas: Clime](http://clime.mosky.tw) – Clime lets you convert any module into a multi-command CLI program without any configuration. - * [:octocat: clint](https://github.com/kennethreitz/clint) - :star: 2096 :fork_and_knife: 197 - Python Command-line Application Tools. + * [:octocat: clint](https://github.com/kennethreitz/clint) - :star: 2118 :fork_and_knife: 200 - Python Command-line Application Tools. * [:earth_americas: colorama](https://pypi.python.org/pypi/colorama) - Cross-platform colored terminal text. * [:earth_americas: docopt](http://docopt.org/) - Pythonic command line arguments parser. - * [:octocat: Gooey](https://github.com/chriskiehl/Gooey) - :star: 4313 :fork_and_knife: 226 - Turn command line programs into a full GUI application with one line + * [:octocat: Gooey](https://github.com/chriskiehl/Gooey) - :star: 4366 :fork_and_knife: 231 - Turn command line programs into a full GUI application with one line * [:earth_americas: pyCLI](https://pythonhosted.org/pyCLI/) - Command-line applications supporting standard command line parsing, logging, unit and functional testing. - * [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - :star: 3074 :fork_and_knife: 184 - A Library for building powerful interactive command lines. + * [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - :star: 3137 :fork_and_knife: 189 - A Library for building powerful interactive command lines. * Productivity Tools - * [:octocat: bashplotlib](https://github.com/glamp/bashplotlib) - :star: 641 :fork_and_knife: 50 - Making basic plots in the terminal. It's a quick way to visualize data without GUI. - * [:octocat: caniusepython3](https://github.com/brettcannon/caniusepython3) - :star: 252 :fork_and_knife: 32 - Determine what projects are blocking you from porting to Python 3. - * [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - :star: 4013 :fork_and_knife: 485 - A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. - * [:octocat: doitlive](https://github.com/sloria/doitlive) - :star: 749 :fork_and_knife: 22 - A tool for live presentations in the terminal. - * [:octocat: httpie](https://github.com/jakubroztocil/httpie) - :star: 26737 :fork_and_knife: 1712 - A command line HTTP client, a user-friendly cURL replacement. - * [:octocat: PathPicker](https://github.com/facebook/PathPicker) - :star: 3068 :fork_and_knife: 186 - Select files out of bash output. - * [:octocat: percol](https://github.com/mooz/percol) - :star: 2177 :fork_and_knife: 99 - Adds flavor of interactive selection to the traditional pipe concept on UNIX. + * [:octocat: bashplotlib](https://github.com/glamp/bashplotlib) - :star: 648 :fork_and_knife: 50 - Making basic plots in the terminal. It's a quick way to visualize data without GUI. + * [:octocat: caniusepython3](https://github.com/brettcannon/caniusepython3) - :star: 257 :fork_and_knife: 33 - Determine what projects are blocking you from porting to Python 3. + * [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - :star: 4138 :fork_and_knife: 493 - A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. + * [:octocat: doitlive](https://github.com/sloria/doitlive) - :star: 757 :fork_and_knife: 22 - A tool for live presentations in the terminal. + * [:octocat: httpie](https://github.com/jakubroztocil/httpie) - :star: 27134 :fork_and_knife: 1744 - A command line HTTP client, a user-friendly cURL replacement. + * [:octocat: PathPicker](https://github.com/facebook/PathPicker) - :star: 3090 :fork_and_knife: 189 - Select files out of bash output. + * [:octocat: percol](https://github.com/mooz/percol) - :star: 2196 :fork_and_knife: 101 - Adds flavor of interactive selection to the traditional pipe concept on UNIX. * [:earth_americas: RainbowStream](http://www.rainbowstream.org/) - Smart and nice Twitter client on terminal. - * [:octocat: thefuck](https://github.com/nvbn/thefuck) - :star: 22510 :fork_and_knife: 1086 - Correcting your previous console command. + * [:octocat: thefuck](https://github.com/nvbn/thefuck) - :star: 22893 :fork_and_knife: 1099 - Correcting your previous console command. ## Downloader *Libraries for downloading.* -* [:octocat: coursera](https://github.com/coursera-dl/coursera) - :star: 4523 :fork_and_knife: 1271 - Script for downloading Coursera.org videos and naming them. -* [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - :star: 2025 :fork_and_knife: 616 - A command line tool for managing Amazon S3 and CloudFront. -* [:octocat: s4cmd](https://github.com/bloomreach/s4cmd) - :star: 498 :fork_and_knife: 100 - Super S3 command line tool, good for higher performance. -* [:octocat: subliminal](https://github.com/Diaoul/subliminal) - :star: 1088 :fork_and_knife: 211 - Library and command line tool to search and download subtitles. -* [:octocat: WikiTeam](https://github.com/WikiTeam/wikiteam) - :star: 126 :fork_and_knife: 41 - Tools for downloading and preserving wikis. +* [:octocat: coursera](https://github.com/coursera-dl/coursera) - :star: 4591 :fork_and_knife: 1276 - Script for downloading Coursera.org videos and naming them. +* [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - :star: 2054 :fork_and_knife: 619 - A command line tool for managing Amazon S3 and CloudFront. +* [:octocat: s4cmd](https://github.com/bloomreach/s4cmd) - :star: 520 :fork_and_knife: 102 - Super S3 command line tool, good for higher performance. +* [:octocat: subliminal](https://github.com/Diaoul/subliminal) - :star: 1121 :fork_and_knife: 210 - Library and command line tool to search and download subtitles. +* [:octocat: WikiTeam](https://github.com/WikiTeam/wikiteam) - :star: 129 :fork_and_knife: 44 - Tools for downloading and preserving wikis. * [:earth_americas: you-get](http://www.soimort.org/you-get/) - A YouTube/Youku/Niconico video downloader written in Python 3. * [:earth_americas: youtube-dl](http://rg3.github.io/youtube-dl/) - A small command-line program to download videos from YouTube. @@ -317,41 +317,41 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:earth_americas: pillow](http://pillow.readthedocs.org/) - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork. * [:octocat: hmap](https://github.com/rossgoodwin/hmap) - :star: 124 :fork_and_knife: 10 - Image histogram remapping. * [:earth_americas: imgSeek](http://www.imgseek.net/) - A project for searching a collection of images using visual similarity. -* [:octocat: nude.py](https://github.com/hhatto/nude.py) - :star: 409 :fork_and_knife: 62 - Nudity detection. +* [:octocat: nude.py](https://github.com/hhatto/nude.py) - :star: 416 :fork_and_knife: 65 - Nudity detection. * [:earth_americas: pyBarcode](https://pythonhosted.org/pyBarcode/) - Create barcodes in Python without needing PIL. -* [:octocat: pygram](https://github.com/ajkumar25/pygram) - :star: 48 :fork_and_knife: 9 - Instagram-like image filters. -* [:octocat: python-qrcode](https://github.com/lincolnloop/python-qrcode) - :star: 981 :fork_and_knife: 222 - A pure Python QR Code generator. -* [:octocat: Quads](https://github.com/fogleman/Quads) - :star: 586 :fork_and_knife: 53 - Computer art based on quadtrees. +* [:octocat: pygram](https://github.com/ajkumar25/pygram) - :star: 49 :fork_and_knife: 10 - Instagram-like image filters. +* [:octocat: python-qrcode](https://github.com/lincolnloop/python-qrcode) - :star: 1002 :fork_and_knife: 226 - A pure Python QR Code generator. +* [:octocat: Quads](https://github.com/fogleman/Quads) - :star: 592 :fork_and_knife: 53 - Computer art based on quadtrees. * [:earth_americas: scikit-image](http://scikit-image.org/) - A Python library for (scientific) image processing. -* [:octocat: thumbor](https://github.com/thumbor/thumbor) - :star: 4249 :fork_and_knife: 433 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. -* [:octocat: wand](https://github.com/dahlia/wand) - :star: 622 :fork_and_knife: 138 - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick. +* [:octocat: thumbor](https://github.com/thumbor/thumbor) - :star: 4351 :fork_and_knife: 437 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. +* [:octocat: wand](https://github.com/dahlia/wand) - :star: 629 :fork_and_knife: 138 - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick. ## OCR *Libraries for Optical Character Recognition.* -* [:octocat: pyocr](https://github.com/jflesch/pyocr) - :star: 378 :fork_and_knife: 74 - A wrapper for Tesseract and Cuneiform. -* [:octocat: pytesseract](https://github.com/madmaze/pytesseract) - :star: 559 :fork_and_knife: 113 - Another wrapper for Google Tesseract OCR. +* [:octocat: pyocr](https://github.com/jflesch/pyocr) - :star: 405 :fork_and_knife: 79 - A wrapper for Tesseract and Cuneiform. +* [:octocat: pytesseract](https://github.com/madmaze/pytesseract) - :star: 577 :fork_and_knife: 119 - Another wrapper for Google Tesseract OCR. * [:earth_americas: python-tesseract](https://code.google.com/p/python-tesseract) - A wrapper class for [Google Tesseract OCR](https://code.google.com/p/tesseract-ocr/). ## Audio *Libraries for manipulating audio.* -* [:octocat: audiolazy](https://github.com/danilobellini/audiolazy) - :star: 242 :fork_and_knife: 30 - Expressive Digital Signal Processing (DSP) package for Python. -* [:octocat: audioread](https://github.com/sampsyo/audioread) - :star: 113 :fork_and_knife: 39 - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. +* [:octocat: audiolazy](https://github.com/danilobellini/audiolazy) - :star: 247 :fork_and_knife: 32 - Expressive Digital Signal Processing (DSP) package for Python. +* [:octocat: audioread](https://github.com/sampsyo/audioread) - :star: 119 :fork_and_knife: 40 - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. * [:earth_americas: beets](http://beets.radbox.org/) - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger. -* [:octocat: dejavu](https://github.com/worldveil/dejavu) - :star: 2652 :fork_and_knife: 484 - Audio fingerprinting and recognition. -* [:octocat: django-elastic-transcoder](https://github.com/StreetVoice/django-elastic-transcoder) - :star: 32 :fork_and_knife: 18 - Django + [Amazon Elastic Transcoder](http://aws.amazon.com/elastictranscoder/). +* [:octocat: dejavu](https://github.com/worldveil/dejavu) - :star: 2711 :fork_and_knife: 497 - Audio fingerprinting and recognition. +* [:octocat: django-elastic-transcoder](https://github.com/StreetVoice/django-elastic-transcoder) - :star: 34 :fork_and_knife: 17 - Django + [Amazon Elastic Transcoder](http://aws.amazon.com/elastictranscoder/). * [:earth_americas: eyeD3](http://eyed3.nicfit.net/) - A tool for working with audio files, specifically MP3 files containing ID3 metadata. * [:earth_americas: id3reader](http://nedbatchelder.com/code/modules/id3reader.py) - A Python module for reading MP3 meta data. -* [:octocat: m3u8](https://github.com/globocom/m3u8) - :star: 215 :fork_and_knife: 88 - A module for parsing m3u8 file. +* [:octocat: m3u8](https://github.com/globocom/m3u8) - :star: 220 :fork_and_knife: 91 - A module for parsing m3u8 file. * [:earth_americas: mutagen](https://bitbucket.org/lazka/mutagen) - A Python module to handle audio metadata. -* [:octocat: pydub](https://github.com/jiaaro/pydub) - :star: 1561 :fork_and_knife: 168 - Manipulate audio with a simple and easy high level interface. -* [:octocat: pyechonest](https://github.com/echonest/pyechonest) - :star: 584 :fork_and_knife: 1121 - Python client for the [Echo Nest](http://developer.echonest.com/docs/) API. +* [:octocat: pydub](https://github.com/jiaaro/pydub) - :star: 1605 :fork_and_knife: 171 - Manipulate audio with a simple and easy high level interface. +* [:octocat: pyechonest](https://github.com/echonest/pyechonest) - :star: 583 :fork_and_knife: 1116 - Python client for the [Echo Nest](http://developer.echonest.com/docs/) API. * [:earth_americas: talkbox](http://scikits.appspot.com/talkbox) - A Python library for speech/signal processing. -* [:octocat: TimeSide](https://github.com/yomguy/TimeSide) - :star: 5 :fork_and_knife: 0 - Open web audio processing framework. -* [:octocat: tinytag](https://github.com/devsnd/tinytag) - :star: 204 :fork_and_knife: 27 - A library for reading music meta data of MP3, OGG, FLAC and Wave files. +* [:octocat: TimeSide](https://github.com/yomguy/TimeSide) - :star: 6 :fork_and_knife: 0 - Open web audio processing framework. +* [:octocat: tinytag](https://github.com/devsnd/tinytag) - :star: 208 :fork_and_knife: 28 - A library for reading music meta data of MP3, OGG, FLAC and Wave files. ## Video @@ -366,21 +366,21 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries for geocoding addresses and working with latitudes and longitudes.* * [:earth_americas: GeoDjango](https://docs.djangoproject.com/en/dev/ref/contrib/gis/) - A world-class geographic web framework. -* [:octocat: GeoIP](https://github.com/maxmind/geoip-api-python) - :star: 146 :fork_and_knife: 35 - Python API for MaxMind GeoIP Legacy Database. -* [:octocat: geojson](https://github.com/frewsxcv/python-geojson) - :star: 229 :fork_and_knife: 33 - Python bindings and utilities for GeoJSON. -* [:octocat: geopy](https://github.com/geopy/geopy) - :star: 1254 :fork_and_knife: 303 - Python Geocoding Toolbox. -* [:octocat: pygeoip](https://github.com/appliedsec/pygeoip) - :star: 436 :fork_and_knife: 92 - Pure Python GeoIP API. -* [:octocat: django-countries](https://github.com/SmileyChris/django-countries) - :star: 296 :fork_and_knife: 94 - A Django app that provides country choices for use with forms, flag icons static files, and a country field for models. +* [:octocat: GeoIP](https://github.com/maxmind/geoip-api-python) - :star: 144 :fork_and_knife: 37 - Python API for MaxMind GeoIP Legacy Database. +* [:octocat: geojson](https://github.com/frewsxcv/python-geojson) - :star: 233 :fork_and_knife: 34 - Python bindings and utilities for GeoJSON. +* [:octocat: geopy](https://github.com/geopy/geopy) - :star: 1293 :fork_and_knife: 310 - Python Geocoding Toolbox. +* [:octocat: pygeoip](https://github.com/appliedsec/pygeoip) - :star: 435 :fork_and_knife: 94 - Pure Python GeoIP API. +* [:octocat: django-countries](https://github.com/SmileyChris/django-countries) - :star: 303 :fork_and_knife: 94 - A Django app that provides country choices for use with forms, flag icons static files, and a country field for models. ## HTTP *Libraries for working with HTTP.* * [:earth_americas: requests](http://docs.python-requests.org/) - HTTP Requests for Humans™. -* [:octocat: grequests](https://github.com/kennethreitz/grequests) - :star: 1680 :fork_and_knife: 198 - requests + gevent for asynchronous HTTP requests. -* [:octocat: httplib2](https://github.com/jcgregorio/httplib2) - :star: 366 :fork_and_knife: 201 - Comprehensive HTTP client library. -* [:octocat: treq](https://github.com/dreid/treq) - :star: 310 :fork_and_knife: 82 - Python requests like API built on top of Twisted's HTTP client. -* [:octocat: urllib3](https://github.com/shazow/urllib3) - :star: 1153 :fork_and_knife: 388 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. +* [:octocat: grequests](https://github.com/kennethreitz/grequests) - :star: 1719 :fork_and_knife: 200 - requests + gevent for asynchronous HTTP requests. +* [:octocat: httplib2](https://github.com/jcgregorio/httplib2) - :star: 370 :fork_and_knife: 206 - Comprehensive HTTP client library. +* [:octocat: treq](https://github.com/dreid/treq) - :star: 314 :fork_and_knife: 84 - Python requests like API built on top of Twisted's HTTP client. +* [:octocat: urllib3](https://github.com/shazow/urllib3) - :star: 1170 :fork_and_knife: 394 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. ## Database @@ -388,7 +388,7 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:earth_americas: pickleDB](https://pythonhosted.org/pickleDB/) - A simple and lightweight key-value store for Python. * [:earth_americas: PipelineDB](http://www.pipelinedb.com/) - The Streaming SQL Database. -* [:octocat: TinyDB](https://github.com/msiemens/tinydb) - :star: 1285 :fork_and_knife: 93 - A tiny, document-oriented database. +* [:octocat: TinyDB](https://github.com/msiemens/tinydb) - :star: 1331 :fork_and_knife: 100 - A tiny, document-oriented database. * [:earth_americas: ZODB](http://www.zodb.org/) - A native object database for Python. A key-value and object graph database. ## Database Drivers @@ -397,25 +397,25 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * Relational Databases * [:earth_americas: apsw](http://rogerbinns.github.io/apsw/) - Another Python SQLite wrapper. - * [:octocat: dataset](https://github.com/pudo/dataset) - :star: 2514 :fork_and_knife: 145 - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL. + * [:octocat: dataset](https://github.com/pudo/dataset) - :star: 2539 :fork_and_knife: 149 - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL. * [:earth_americas: mysql-connector-python](https://pypi.python.org/pypi/mysql-connector-python) - A pure Python MySQL driver from Oracle. * [:earth_americas: mysql-python](http://sourceforge.net/projects/mysql-python/) - The MySQL database connector for Python. - * [:octocat: mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - :star: 441 :fork_and_knife: 66 - mysql-python fork supporting Python 3. + * [:octocat: mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - :star: 474 :fork_and_knife: 73 - mysql-python fork supporting Python 3. * [:earth_americas: oursql](https://pythonhosted.org/oursql/) - A better MySQL connector with support for native prepared statements and BLOBs. * [:earth_americas: psycopg2](http://initd.org/psycopg/) - The most popular PostgreSQL adapter for Python. - * [:octocat: PyMySQL](https://github.com/PyMySQL/PyMySQL) - :star: 2110 :fork_and_knife: 484 - Pure Python MySQL driver compatible to mysql-python. + * [:octocat: PyMySQL](https://github.com/PyMySQL/PyMySQL) - :star: 2206 :fork_and_knife: 504 - Pure Python MySQL driver compatible to mysql-python. * [:octocat: queries](https://github.com/gmr/queries) - :star: 156 :fork_and_knife: 13 - A wrapper of the psycopg2 library for interacting with PostgreSQL. * [:earth_americas: txpostgres](http://txpostgres.readthedocs.org/) - Twisted based asynchronous driver for PostgreSQL. * NoSQL Databases - * [:octocat: cassandra-python-driver](https://github.com/datastax/python-driver) - :star: 588 :fork_and_knife: 269 - Python driver for Cassandra. + * [:octocat: cassandra-python-driver](https://github.com/datastax/python-driver) - :star: 607 :fork_and_knife: 272 - Python driver for Cassandra. * [:earth_americas: HappyBase](http://happybase.readthedocs.org/) - A developer-friendly library for Apache HBase. * [:earth_americas: Plyvel](https://plyvel.readthedocs.org/) - A fast and feature-rich Python interface to LevelDB. * [:earth_americas: py2neo](http://book.py2neo.org/) - Python wrapper client for Neo4j's restful interface. - * [:octocat: pycassa](https://github.com/pycassa/pycassa) - :star: 492 :fork_and_knife: 142 - Python Thrift driver for Cassandra. + * [:octocat: pycassa](https://github.com/pycassa/pycassa) - :star: 492 :fork_and_knife: 144 - Python Thrift driver for Cassandra. * [:earth_americas: PyMongo](http://docs.mongodb.org/ecosystem/drivers/python/) - The official Python client for MongoDB. - * [:octocat: redis-py](https://github.com/andymccurdy/redis-py) - :star: 4548 :fork_and_knife: 1150 - The Redis Python Client. + * [:octocat: redis-py](https://github.com/andymccurdy/redis-py) - :star: 4619 :fork_and_knife: 1163 - The Redis Python Client. * [:octocat: telephus](https://github.com/driftx/Telephus) - :star: 93 :fork_and_knife: 33 - Twisted based client for Cassandra. - * [:octocat: txRedis](https://github.com/deldotdr/txRedis) - :star: 112 :fork_and_knife: 32 - Twisted based client for Redis. + * [:octocat: txRedis](https://github.com/deldotdr/txRedis) - :star: 116 :fork_and_knife: 34 - Twisted based client for Redis. ## ORM @@ -424,34 +424,34 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * Relational Databases * [:earth_americas: Django Models](https://docs.djangoproject.com/en/dev/topics/db/models/) - A part of Django. * [:earth_americas: SQLAlchemy](http://www.sqlalchemy.org/) - The Python SQL Toolkit and Object Relational Mapper. - * [:octocat: awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) - :star: 1219 :fork_and_knife: 81 - * [:octocat: peewee](https://github.com/coleifer/peewee) - :star: 3270 :fork_and_knife: 612 - A small, expressive ORM. + * [:octocat: awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) - :star: 1233 :fork_and_knife: 82 + * [:octocat: peewee](https://github.com/coleifer/peewee) - :star: 3361 :fork_and_knife: 623 - A small, expressive ORM. * [:earth_americas: PonyORM](http://ponyorm.com) - ORM that provides a generator-oriented interface to SQL. * NoSQL Databases - * [:octocat: django-mongodb-engine](https://github.com/django-nonrel/mongodb-engine) - :star: 675 :fork_and_knife: 193 - Django MongoDB Backend. - * [:octocat: PynamoDB](https://github.com/jlafon/PynamoDB) - :star: 268 :fork_and_knife: 73 - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). - * [:octocat: flywheel](https://github.com/mathcamp/flywheel) - :star: 78 :fork_and_knife: 13 - Object mapper for Amazon DynamoDB. + * [:octocat: django-mongodb-engine](https://github.com/django-nonrel/mongodb-engine) - :star: 680 :fork_and_knife: 194 - Django MongoDB Backend. + * [:octocat: PynamoDB](https://github.com/jlafon/PynamoDB) - :star: 288 :fork_and_knife: 79 - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). + * [:octocat: flywheel](https://github.com/mathcamp/flywheel) - :star: 79 :fork_and_knife: 14 - Object mapper for Amazon DynamoDB. * [:earth_americas: MongoEngine](http://mongoengine.org/) - A Python Object-Document-Mapper for working with MongoDB. - * [:octocat: hot-redis](https://github.com/stephenmcd/hot-redis) - :star: 198 :fork_and_knife: 15 - Rich Python data types for Redis. - * [:octocat: redisco](https://github.com/kiddouk/redisco) - :star: 329 :fork_and_knife: 62 - A Python Library for Simple Models and Containers Persisted in Redis. + * [:octocat: hot-redis](https://github.com/stephenmcd/hot-redis) - :star: 197 :fork_and_knife: 15 - Rich Python data types for Redis. + * [:octocat: redisco](https://github.com/kiddouk/redisco) - :star: 331 :fork_and_knife: 62 - A Python Library for Simple Models and Containers Persisted in Redis. * Others - * [:octocat: butterdb](https://github.com/Widdershin/butterdb) - :star: 316 :fork_and_knife: 14 - A Python ORM for Google Drive Spreadsheets. + * [:octocat: butterdb](https://github.com/Widdershin/butterdb) - :star: 315 :fork_and_knife: 14 - A Python ORM for Google Drive Spreadsheets. ## Web Frameworks *Full stack web frameworks.* * [:earth_americas: Django](https://www.djangoproject.com/) - The most popular web framework in Python. - * [:octocat: awesome-django](https://github.com/rosarior/awesome-django) - :star: 4476 :fork_and_knife: 794 + * [:octocat: awesome-django](https://github.com/rosarior/awesome-django) - :star: 4628 :fork_and_knife: 822 * [:earth_americas: Flask](http://flask.pocoo.org/) - A microframework for Python. - * [:octocat: awesome-flask](https://github.com/humiaozuzu/awesome-flask) - :star: 3118 :fork_and_knife: 501 + * [:octocat: awesome-flask](https://github.com/humiaozuzu/awesome-flask) - :star: 3257 :fork_and_knife: 530 * [:earth_americas: Pyramid](http://www.pylonsproject.org/) - A small, fast, down-to-earth, open source Python web framework. - * [:octocat: awesome-pyramid](https://github.com/ITCase/awesome-pyramid) - :star: 297 :fork_and_knife: 34 + * [:octocat: awesome-pyramid](https://github.com/ITCase/awesome-pyramid) - :star: 305 :fork_and_knife: 35 * [:earth_americas: Bluebream](http://bluebream.zope.org/) - An open-source web application server, framework and library, formerly known as Zope 3. * [:earth_americas: Bottle](http://bottlepy.org/) - A fast, simple and lightweight WSGI micro web-framework. * [:earth_americas: CherryPy](http://www.cherrypy.org/) - A Minimalist Python Web Framework, HTTP/1.1-compliant and WSGI thread-pooled. * [:earth_americas: Grok](http://grok.zope.org/) - A framework built on the existing Zope 3 libraries. -* [:octocat: guava](https://github.com/flatpeach/guava) - :star: 138 :fork_and_knife: 9 - A lightweight and high performance web framework for Python written in C. +* [:octocat: guava](https://github.com/flatpeach/guava) - :star: 136 :fork_and_knife: 9 - A lightweight and high performance web framework for Python written in C. * [:earth_americas: TurboGears](http://www.turbogears.org/) - The Web Framework that starts as a microframework and scales up to a full stack solution. * [:earth_americas: web.py](http://webpy.org/) - A web framework for Python that is as simple as it is powerful. * [:earth_americas: web2py](http://www.web2py.com) - A full stack web framework and platform focused in the ease of use. @@ -461,8 +461,8 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries that allow or deny users access to data or functionality.* * [:earth_americas: Carteblanche](http://www.github.com/neuman/python-carteblanche/) - Module to align code with thoughts of users and designers. Also magically handles navigation and permissions. -* [:octocat: django-guardian](https://github.com/lukaszb/django-guardian) - :star: 1256 :fork_and_knife: 331 - Implementation of per object permissions for Django 1.2+ -* [:octocat: django-rules](https://github.com/dfunckt/django-rules) - :star: 347 :fork_and_knife: 24 - A tiny but powerful app providing object-level permissions to Django, without requiring a database. +* [:octocat: django-guardian](https://github.com/lukaszb/django-guardian) - :star: 1305 :fork_and_knife: 339 - Implementation of per object permissions for Django 1.2+ +* [:octocat: django-rules](https://github.com/dfunckt/django-rules) - :star: 364 :fork_and_knife: 28 - A tiny but powerful app providing object-level permissions to Django, without requiring a database. ## CMS @@ -485,12 +485,12 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:earth_americas: django-oscar](http://oscarcommerce.com/) - An open-source e-commerce framework for Django. * [:earth_americas: django-shop](https://www.django-cms.org/) - A Django based shop system. -* [:octocat: Cartridge](https://github.com/stephenmcd/cartridge) - :star: 490 :fork_and_knife: 237 - A shopping cart app built using the Mezzanine. +* [:octocat: Cartridge](https://github.com/stephenmcd/cartridge) - :star: 500 :fork_and_knife: 236 - A shopping cart app built using the Mezzanine. * [:earth_americas: shoop](https://www.shoop.io/) - An open source E-Commerce platform based on Django. -* [:octocat: alipay](https://github.com/lxneng/alipay) - :star: 172 :fork_and_knife: 52 - Unofficial Alipay API for Python. -* [:octocat: merchant](https://github.com/agiliq/merchant) - :star: 842 :fork_and_knife: 150 - A Django app to accept payments from various payment processors. -* [:octocat: money](https://github.com/carlospalol/money) - :star: 81 :fork_and_knife: 8 - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution. -* [:octocat: python-currencies](https://github.com/Alir3z4/python-currencies) - :star: 21 :fork_and_knife: 0 - Display money format and its filthy currencies. +* [:octocat: alipay](https://github.com/lxneng/alipay) - :star: 173 :fork_and_knife: 52 - Unofficial Alipay API for Python. +* [:octocat: merchant](https://github.com/agiliq/merchant) - :star: 847 :fork_and_knife: 150 - A Django app to accept payments from various payment processors. +* [:octocat: money](https://github.com/carlospalol/money) - :star: 81 :fork_and_knife: 9 - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution. +* [:octocat: python-currencies](https://github.com/Alir3z4/python-currencies) - :star: 24 :fork_and_knife: 1 - Display money format and its filthy currencies. ## RESTful API @@ -498,17 +498,17 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:earth_americas: django-rest-framework](http://www.django-rest-framework.org/) - A powerful and flexible toolkit that makes it easy to build Web APIs. * [:earth_americas: django-tastypie](http://tastypieapi.org/) - Creating delicious APIs for Django apps. -* [:octocat: django-formapi](https://github.com/5monkeys/django-formapi) - :star: 24 :fork_and_knife: 12 - Create JSON APIs with HMAC authentication and Django form-validation. +* [:octocat: django-formapi](https://github.com/5monkeys/django-formapi) - :star: 25 :fork_and_knife: 13 - Create JSON APIs with HMAC authentication and Django form-validation. * [:earth_americas: flask-api](http://www.flaskapi.org/) - Browsable Web APIs for Flask. * [:earth_americas: flask-restful](http://flask-restful.readthedocs.org/) - An extension for Flask that adds support for quickly building REST APIs. * [:earth_americas: flask-restless](https://flask-restless.readthedocs.org/en/latest/) - Generating RESTful APIs for database models defined with SQLAlchemy. -* [:octocat: flask-api-utils](https://github.com/marselester/flask-api-utils) - :star: 28 :fork_and_knife: 3 - Flask extension that takes care of API representation and authentication. +* [:octocat: flask-api-utils](https://github.com/marselester/flask-api-utils) - :star: 29 :fork_and_knife: 3 - Flask extension that takes care of API representation and authentication. * [:earth_americas: falcon](http://falconframework.org/) - A high-performance Python framework for building cloud APIs and web app backends. -* [:octocat: eve](https://github.com/nicolaiarocci/eve) - :star: 3572 :fork_and_knife: 477 - REST API framework powered by Flask, MongoDB and good intentions. -* [:octocat: sandman](https://github.com/jeffknupp/sandman) - :star: 2255 :fork_and_knife: 182 - Automated REST APIs for existing database-driven systems. +* [:octocat: eve](https://github.com/nicolaiarocci/eve) - :star: 3613 :fork_and_knife: 480 - REST API framework powered by Flask, MongoDB and good intentions. +* [:octocat: sandman](https://github.com/jeffknupp/sandman) - :star: 2260 :fork_and_knife: 181 - Automated REST APIs for existing database-driven systems. * [:earth_americas: restless](http://restless.readthedocs.org/en/latest/) - Framework agnostic REST framework based on lessons learned from TastyPie. * [:octocat: savory-pie](https://github.com/RueLaLa/savory-pie/) - :star: 8 :fork_and_knife: 7 - REST API building library (Django, and others) -* [:octocat: ripozo](https://github.com/vertical-knowledge/ripozo) - :star: 169 :fork_and_knife: 20 - Quickly creating REST/HATEOAS/Hypermedia APIs with extensions for Flask and Django. +* [:octocat: ripozo](https://github.com/vertical-knowledge/ripozo) - :star: 170 :fork_and_knife: 22 - Quickly creating REST/HATEOAS/Hypermedia APIs with extensions for Flask and Django. * [:earth_americas: cornice](https://cornice.readthedocs.org/) - A REST framework for Pyramid. ## Authentication @@ -517,26 +517,26 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * OAuth * [:earth_americas: Authomatic](http://peterhudec.github.io/authomatic/) - Simple but powerful framework agnostic authentication/authorization client. - * [:octocat: django-allauth](https://github.com/pennersr/django-allauth) - :star: 2628 :fork_and_knife: 962 - Authentication app for Django that "just works." - * [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - :star: 857 :fork_and_knife: 261 - OAuth2 goodies for the Djangonauts. - * [:octocat: django-oauth2-provider](https://github.com/caffeinehit/django-oauth2-provider) - :star: 296 :fork_and_knife: 246 - Providing OAuth2 access to Django app. - * [:octocat: Flask-OAuthlib](https://github.com/lepture/flask-oauthlib) - :star: 809 :fork_and_knife: 233 - OAuth 1.0/a, 2.0 implementation of client and provider for Flask. - * [:octocat: OAuthLib](https://github.com/idan/oauthlib) - :star: 1248 :fork_and_knife: 271 - A generic and thorough implementation of the OAuth request-signing logic. - * [:octocat: python-oauth2](https://github.com/simplegeo/python-oauth2) - :star: 2504 :fork_and_knife: 972 - A fully tested, abstract interface to creating OAuth clients and servers. - * [:octocat: python-social-auth](https://github.com/omab/python-social-auth) - :star: 2525 :fork_and_knife: 1111 - An easy-to-setup social authentication mechanism. - * [:octocat: rauth](https://github.com/litl/rauth) - :star: 1454 :fork_and_knife: 149 - A Python library for OAuth 1.0/a, 2.0, and Ofly. - * [:octocat: sanction](https://github.com/demianbrecht/sanction) - :star: 158 :fork_and_knife: 38 - A dead simple OAuth2 client implementation. + * [:octocat: django-allauth](https://github.com/pennersr/django-allauth) - :star: 2687 :fork_and_knife: 986 - Authentication app for Django that "just works." + * [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - :star: 878 :fork_and_knife: 263 - OAuth2 goodies for the Djangonauts. + * [:octocat: django-oauth2-provider](https://github.com/caffeinehit/django-oauth2-provider) - :star: 300 :fork_and_knife: 251 - Providing OAuth2 access to Django app. + * [:octocat: Flask-OAuthlib](https://github.com/lepture/flask-oauthlib) - :star: 838 :fork_and_knife: 243 - OAuth 1.0/a, 2.0 implementation of client and provider for Flask. + * [:octocat: OAuthLib](https://github.com/idan/oauthlib) - :star: 1265 :fork_and_knife: 277 - A generic and thorough implementation of the OAuth request-signing logic. + * [:octocat: python-oauth2](https://github.com/simplegeo/python-oauth2) - :star: 2511 :fork_and_knife: 978 - A fully tested, abstract interface to creating OAuth clients and servers. + * [:octocat: python-social-auth](https://github.com/omab/python-social-auth) - :star: 2570 :fork_and_knife: 1135 - An easy-to-setup social authentication mechanism. + * [:octocat: rauth](https://github.com/litl/rauth) - :star: 1458 :fork_and_knife: 151 - A Python library for OAuth 1.0/a, 2.0, and Ofly. + * [:octocat: sanction](https://github.com/demianbrecht/sanction) - :star: 161 :fork_and_knife: 38 - A dead simple OAuth2 client implementation. * Others - * [:octocat: jose](https://github.com/demonware/jose) - :star: 57 :fork_and_knife: 19 - JavaScript Object Signing and Encryption draft implementation. - * [:octocat: PyJWT](https://github.com/progrium/pyjwt) - :star: 981 :fork_and_knife: 143 - Implementation of the JSON Web Token draft 01. - * [:octocat: python-jws](https://github.com/brianloveswords/python-jws) - :star: 46 :fork_and_knife: 17 - Implementation of JSON Web Signatures draft 02. - * [:octocat: python-jwt](https://github.com/davedoesdev/python-jwt) - :star: 110 :fork_and_knife: 12 - Module for generating and verifying JSON Web Tokens. + * [:octocat: jose](https://github.com/demonware/jose) - :star: 57 :fork_and_knife: 20 - JavaScript Object Signing and Encryption draft implementation. + * [:octocat: PyJWT](https://github.com/progrium/pyjwt) - :star: 1029 :fork_and_knife: 146 - Implementation of the JSON Web Token draft 01. + * [:octocat: python-jws](https://github.com/brianloveswords/python-jws) - :star: 48 :fork_and_knife: 17 - Implementation of JSON Web Signatures draft 02. + * [:octocat: python-jwt](https://github.com/davedoesdev/python-jwt) - :star: 113 :fork_and_knife: 12 - Module for generating and verifying JSON Web Tokens. ## Template Engine *Libraries and tools for templating and lexing.* -* [:octocat: Jinja2](https://github.com/mitsuhiko/jinja2) - :star: 3687 :fork_and_knife: 730 - A modern and designer friendly templating language. +* [:octocat: Jinja2](https://github.com/mitsuhiko/jinja2) - :star: 3763 :fork_and_knife: 744 - A modern and designer friendly templating language. * [:earth_americas: Chameleon](https://chameleon.readthedocs.org/) - An HTML/XML template engine. Modeled after ZPT, optimized for speed. * [:earth_americas: Genshi](http://genshi.edgewall.org/) - Python templating toolkit for generation of web-aware output. * [:earth_americas: Mako](http://www.makotemplates.org/) - Hyperfast and lightweight templating for the Python platform. @@ -547,18 +547,18 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries for working with event and task queues.* * [:earth_americas: celery](http://www.celeryproject.org/) - An asynchronous task queue/job queue based on distributed message passing. -* [:octocat: huey](https://github.com/coleifer/huey) - :star: 1040 :fork_and_knife: 111 - Little multi-threaded task queue. -* [:octocat: mrq](https://github.com/pricingassistant/mrq) - :star: 459 :fork_and_knife: 40 - Mr. Queue - A distributed worker task queue in Python using Redis & gevent. +* [:octocat: huey](https://github.com/coleifer/huey) - :star: 1071 :fork_and_knife: 114 - Little multi-threaded task queue. +* [:octocat: mrq](https://github.com/pricingassistant/mrq) - :star: 471 :fork_and_knife: 43 - Mr. Queue - A distributed worker task queue in Python using Redis & gevent. * [:earth_americas: rq](http://python-rq.org/) - Simple job queues for Python. -* [:octocat: simpleq](https://github.com/rdegges/simpleq) - :star: 110 :fork_and_knife: 10 - A simple, infinitely scalable, Amazon SQS based queue. +* [:octocat: simpleq](https://github.com/rdegges/simpleq) - :star: 109 :fork_and_knife: 10 - A simple, infinitely scalable, Amazon SQS based queue. ## Search *Libraries and software for indexing and performing search queries on data.* -* [:octocat: django-haystack](https://github.com/toastdriven/django-haystack) - :star: 2065 :fork_and_knife: 936 - Modular search for Django. +* [:octocat: django-haystack](https://github.com/toastdriven/django-haystack) - :star: 2083 :fork_and_knife: 940 - Modular search for Django. * [:earth_americas: elasticsearch-py](http://www.elasticsearch.org/guide/en/elasticsearch/client/python-api/current/) - The official low-level Python client for [Elasticsearch](https://www.elastic.co/products/elasticsearch). -* [:octocat: elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - :star: 993 :fork_and_knife: 236 - The official high-level Python client for Elasticsearch. +* [:octocat: elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - :star: 1031 :fork_and_knife: 248 - The official high-level Python client for Elasticsearch. * [:earth_americas: solrpy](https://code.google.com/p/solrpy/) - A Python client for [solr](http://lucene.apache.org/solr/). * [:earth_americas: Whoosh](http://whoosh.readthedocs.org/) - A fast, pure Python search engine library. @@ -566,20 +566,20 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries for building user's activities.* -* [:octocat: django-activity-stream](https://github.com/justquick/django-activity-stream) - :star: 1096 :fork_and_knife: 328 - Generate generic activity streams from the actions on your site. -* [:octocat: Feedly](https://github.com/tschellenbach/Feedly) - :star: 2536 :fork_and_knife: 311 - A library to build newsfeed and notification systems using Cassandra and Redis. +* [:octocat: django-activity-stream](https://github.com/justquick/django-activity-stream) - :star: 1106 :fork_and_knife: 328 - Generate generic activity streams from the actions on your site. +* [:octocat: Feedly](https://github.com/tschellenbach/Feedly) - :star: 2627 :fork_and_knife: 321 - A library to build newsfeed and notification systems using Cassandra and Redis. ## Asset Management *Tools for managing, compressing and minifying website assets.* -* [:octocat: django-compressor](https://github.com/django-compressor/django-compressor) - :star: 1761 :fork_and_knife: 491 - Compresses linked and inline JavaScript or CSS into a single cached file. +* [:octocat: django-compressor](https://github.com/django-compressor/django-compressor) - :star: 1783 :fork_and_knife: 491 - Compresses linked and inline JavaScript or CSS into a single cached file. * [:earth_americas: django-storages](http://code.larlet.fr/django-storages/) - A collection of custom storage back ends for Django. * [:earth_americas: fanstatic](http://www.fanstatic.org/) - Packages, optimizes, and serves static file dependencies as Python packages. * [:earth_americas: File Conveyor](http://fileconveyor.org/) - A daemon to detect and sync files to CDNs, S3 and FTP. * [:earth_americas: Flask-Assets](http://flask-assets.readthedocs.org/) - Helps you integrate webassets into your Flask app. * [:earth_americas: glue](http://gluecss.com) - Glue is a simple command line tool to generate CSS sprites. -* [:octocat: jinja-assets-compressor](https://github.com/jaysonsantos/jinja-assets-compressor) - :star: 58 :fork_and_knife: 9 - A Jinja extension to compile and compress your assets. +* [:octocat: jinja-assets-compressor](https://github.com/jaysonsantos/jinja-assets-compressor) - :star: 61 :fork_and_knife: 9 - A Jinja extension to compile and compress your assets. * [:earth_americas: webassets](http://webassets.readthedocs.org/) - Bundles, optimizes, and manages unique cache-busting URLs for static resources. ## Caching @@ -587,13 +587,13 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries for caching data.* * [:earth_americas: Beaker](http://beaker.readthedocs.org/) - A library for caching and sessions for use with web applications and stand-alone Python scripts and applications. -* [:octocat: django-cache-machine](https://github.com/jbalogh/django-cache-machine) - :star: 648 :fork_and_knife: 129 - Automatic caching and invalidation for Django models. -* [:octocat: django-cacheops](https://github.com/Suor/django-cacheops) - :star: 595 :fork_and_knife: 98 - A slick ORM cache with automatic granular event-driven invalidation. -* [:octocat: django-viewlet](https://github.com/5monkeys/django-viewlet) - :star: 54 :fork_and_knife: 13 - Render template parts with extended cache control. +* [:octocat: django-cache-machine](https://github.com/jbalogh/django-cache-machine) - :star: 649 :fork_and_knife: 129 - Automatic caching and invalidation for Django models. +* [:octocat: django-cacheops](https://github.com/Suor/django-cacheops) - :star: 608 :fork_and_knife: 100 - A slick ORM cache with automatic granular event-driven invalidation. +* [:octocat: django-viewlet](https://github.com/5monkeys/django-viewlet) - :star: 55 :fork_and_knife: 13 - Render template parts with extended cache control. * [:earth_americas: dogpile.cache](http://dogpilecache.readthedocs.org/) - dogpile.cache is next generation replacement for Beaker made by same authors. * [:earth_americas: HermesCache](https://pypi.python.org/pypi/HermesCache) - Python caching library with tag-based invalidation and dogpile effect prevention. -* [:octocat: johnny-cache](https://github.com/jmoiron/johnny-cache) - :star: 267 :fork_and_knife: 88 - A caching framework for django applications. -* [:octocat: pylibmc](https://github.com/lericson/pylibmc) - :star: 332 :fork_and_knife: 108 - A Python wrapper around the [libmemcached](http://libmemcached.org/libMemcached.html) interface. +* [:octocat: johnny-cache](https://github.com/jmoiron/johnny-cache) - :star: 266 :fork_and_knife: 87 - A caching framework for django applications. +* [:octocat: pylibmc](https://github.com/lericson/pylibmc) - :star: 334 :fork_and_knife: 107 - A Python wrapper around the [libmemcached](http://libmemcached.org/libMemcached.html) interface. ## Email @@ -601,16 +601,16 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:octocat: django-celery-ses](https://github.com/StreetVoice/django-celery-ses) - :star: 19 :fork_and_knife: 4 - Django email back end with AWS SES and Celery. * [:earth_americas: envelopes](http://tomekwojcik.github.io/envelopes/) - Mailing for human beings. -* [:octocat: flanker](https://github.com/mailgun/flanker) - :star: 981 :fork_and_knife: 99 - A email address and Mime parsing library. -* [:octocat: imbox](https://github.com/martinrusev/imbox) - :star: 656 :fork_and_knife: 86 - Python IMAP for Humans. -* [:octocat: inbox.py](https://github.com/kennethreitz/inbox.py) - :star: 1256 :fork_and_knife: 86 - Python SMTP Server for Humans. -* [:octocat: inbox](https://github.com/inboxapp/inbox) - :star: 3164 :fork_and_knife: 315 - The open source email toolkit. -* [:octocat: lamson](https://github.com/zedshaw/lamson) - :star: 572 :fork_and_knife: 163 - Pythonic SMTP Application Server. +* [:octocat: flanker](https://github.com/mailgun/flanker) - :star: 991 :fork_and_knife: 100 - A email address and Mime parsing library. +* [:octocat: imbox](https://github.com/martinrusev/imbox) - :star: 656 :fork_and_knife: 90 - Python IMAP for Humans. +* [:octocat: inbox.py](https://github.com/kennethreitz/inbox.py) - :star: 1266 :fork_and_knife: 85 - Python SMTP Server for Humans. +* [:octocat: inbox](https://github.com/inboxapp/inbox) - :star: 3207 :fork_and_knife: 324 - The open source email toolkit. +* [:octocat: lamson](https://github.com/zedshaw/lamson) - :star: 578 :fork_and_knife: 164 - Pythonic SMTP Application Server. * [:octocat: mailjet](https://github.com/WoLpH/mailjet) - :star: 17 :fork_and_knife: 13 - Mailjet API implementation for batch mailing, statistics and more. -* [:octocat: marrow.mailer](https://github.com/marrow/marrow.mailer) - :star: 113 :fork_and_knife: 28 - High-performance extensible mail delivery framework. -* [:octocat: modoboa](https://github.com/tonioo/modoboa) - :star: 626 :fork_and_knife: 92 - A mail hosting and management platform including a modern and simplified Web UI. +* [:octocat: marrow.mailer](https://github.com/marrow/marrow.mailer) - :star: 118 :fork_and_knife: 29 - High-performance extensible mail delivery framework. +* [:octocat: modoboa](https://github.com/tonioo/modoboa) - :star: 653 :fork_and_knife: 94 - A mail hosting and management platform including a modern and simplified Web UI. * [:earth_americas: pyzmail](http://www.magiksys.net/pyzmail/) - Compose, send and parse emails. -* [:octocat: Talon](https://github.com/mailgun/talon) - :star: 599 :fork_and_knife: 91 - Mailgun library to extract message quotations and signatures. +* [:octocat: Talon](https://github.com/mailgun/talon) - :star: 604 :fork_and_knife: 94 - Mailgun library to extract message quotations and signatures. ## Internationalization @@ -623,11 +623,11 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries for parsing URLs.* -* [:octocat: furl](https://github.com/gruns/furl) - :star: 958 :fork_and_knife: 62 - A small Python library that makes manipulating URLs simple. -* [:octocat: purl](https://github.com/codeinthehole/purl) - :star: 172 :fork_and_knife: 21 - A simple, immutable URL class with a clean API for interrogation and manipulation. -* [:octocat: pyshorteners](https://github.com/ellisonleao/pyshorteners) - :star: 138 :fork_and_knife: 20 - A pure Python URL shortening lib. +* [:octocat: furl](https://github.com/gruns/furl) - :star: 1014 :fork_and_knife: 65 - A small Python library that makes manipulating URLs simple. +* [:octocat: purl](https://github.com/codeinthehole/purl) - :star: 175 :fork_and_knife: 21 - A simple, immutable URL class with a clean API for interrogation and manipulation. +* [:octocat: pyshorteners](https://github.com/ellisonleao/pyshorteners) - :star: 141 :fork_and_knife: 20 - A pure Python URL shortening lib. * [:octocat: short_url](https://github.com/Alir3z4/python-short_url) - :star: 62 :fork_and_knife: 11 - Python implementation for generating Tiny URL and bit.ly-like URLs. -* [:octocat: webargs](https://github.com/sloria/webargs) - :star: 373 :fork_and_knife: 50 - A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, and Pyramid. +* [:octocat: webargs](https://github.com/sloria/webargs) - :star: 383 :fork_and_knife: 52 - A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, and Pyramid. ## HTML Manipulation @@ -636,52 +636,52 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:earth_americas: BeautifulSoup](http://www.crummy.com/software/BeautifulSoup/bs4/doc/) - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML. * [:earth_americas: bleach](http://bleach.readthedocs.org/) - A whitelist-based HTML sanitization and text linkification library. * [:earth_americas: cssutils](https://pypi.python.org/pypi/cssutils/) - A CSS library for Python. -* [:octocat: html5lib](https://github.com/html5lib/html5lib-python) - :star: 529 :fork_and_knife: 114 - A standards-compliant library for parsing and serializing HTML documents and fragments. +* [:octocat: html5lib](https://github.com/html5lib/html5lib-python) - :star: 544 :fork_and_knife: 118 - A standards-compliant library for parsing and serializing HTML documents and fragments. * [:earth_americas: lxml](http://lxml.de/) - A very fast, easy-to-use and versatile library for handling HTML and XML. -* [:octocat: MarkupSafe](https://github.com/mitsuhiko/markupsafe) - :star: 138 :fork_and_knife: 47 - Implements a XML/HTML/XHTML Markup safe string for Python. -* [:octocat: pyquery](https://github.com/gawel/pyquery) - :star: 1053 :fork_and_knife: 98 - A jQuery-like library for parsing HTML. -* [:octocat: untangle](https://github.com/stchris/untangle) - :star: 199 :fork_and_knife: 27 - Converts XML documents to Python objects for easy access. -* [:octocat: xhtml2pdf](https://github.com/chrisglass/xhtml2pdf) - :star: 1160 :fork_and_knife: 418 - HTML/CSS to PDF converter. -* [:octocat: xmltodict](https://github.com/martinblech/xmltodict) - :star: 2179 :fork_and_knife: 212 - Working with XML feel like you are working with JSON. +* [:octocat: MarkupSafe](https://github.com/mitsuhiko/markupsafe) - :star: 141 :fork_and_knife: 51 - Implements a XML/HTML/XHTML Markup safe string for Python. +* [:octocat: pyquery](https://github.com/gawel/pyquery) - :star: 1063 :fork_and_knife: 101 - A jQuery-like library for parsing HTML. +* [:octocat: untangle](https://github.com/stchris/untangle) - :star: 207 :fork_and_knife: 27 - Converts XML documents to Python objects for easy access. +* [:octocat: xhtml2pdf](https://github.com/chrisglass/xhtml2pdf) - :star: 1162 :fork_and_knife: 421 - HTML/CSS to PDF converter. +* [:octocat: xmltodict](https://github.com/martinblech/xmltodict) - :star: 2222 :fork_and_knife: 217 - Working with XML feel like you are working with JSON. ## Web Crawling *Libraries for scraping websites.* * [:earth_americas: Scrapy](http://scrapy.org/) - A fast high-level screen scraping and web crawling framework. -* [:octocat: cola](https://github.com/chineking/cola) - :star: 1014 :fork_and_knife: 475 - A distributed crawling framework. -* [:octocat: Demiurge](https://github.com/matiasb/demiurge) - :star: 41 :fork_and_knife: 6 - PyQuery-based scraping micro-framework. +* [:octocat: cola](https://github.com/chineking/cola) - :star: 1025 :fork_and_knife: 478 - A distributed crawling framework. +* [:octocat: Demiurge](https://github.com/matiasb/demiurge) - :star: 45 :fork_and_knife: 6 - PyQuery-based scraping micro-framework. * [:earth_americas: feedparser](http://pythonhosted.org/feedparser/) - Universal feed parser. * [:earth_americas: Grab](http://grablib.org/) - Site scraping framework. -* [:octocat: MechanicalSoup](https://github.com/hickford/MechanicalSoup) - :star: 1438 :fork_and_knife: 77 - A Python library for automating interaction with websites. -* [:octocat: portia](https://github.com/scrapinghub/portia) - :star: 4587 :fork_and_knife: 679 - Visual scraping for Scrapy. -* [:octocat: pyspider](https://github.com/binux/pyspider) - :star: 7725 :fork_and_knife: 2005 - A powerful spider system. -* [:octocat: RoboBrowser](https://github.com/jmcarp/robobrowser) - :star: 2591 :fork_and_knife: 181 - A simple, Pythonic library for browsing the web without a standalone web browser. +* [:octocat: MechanicalSoup](https://github.com/hickford/MechanicalSoup) - :star: 1467 :fork_and_knife: 79 - A Python library for automating interaction with websites. +* [:octocat: portia](https://github.com/scrapinghub/portia) - :star: 4655 :fork_and_knife: 691 - Visual scraping for Scrapy. +* [:octocat: pyspider](https://github.com/binux/pyspider) - :star: 7904 :fork_and_knife: 2083 - A powerful spider system. +* [:octocat: RoboBrowser](https://github.com/jmcarp/robobrowser) - :star: 2634 :fork_and_knife: 188 - A simple, Pythonic library for browsing the web without a standalone web browser. ## Web Content Extracting *Libraries for extracting web contents.* -* [:octocat: Haul](https://github.com/vinta/Haul) - :star: 75 :fork_and_knife: 20 - An Extensible Image Crawler. -* [:octocat: html2text](https://github.com/Alir3z4/html2text) - :star: 298 :fork_and_knife: 60 - Convert HTML to Markdown-formatted text. -* [:octocat: lassie](https://github.com/michaelhelmick/lassie) - :star: 318 :fork_and_knife: 20 - Web Content Retrieval for Humans. -* [:octocat: micawber](https://github.com/coleifer/micawber) - :star: 322 :fork_and_knife: 45 - A small library for extracting rich content from URLs. -* [:octocat: newspaper](https://github.com/codelucas/newspaper) - :star: 3663 :fork_and_knife: 537 - News extraction, article extraction and content curation in Python. -* [:octocat: opengraph](https://github.com/erikriver/opengraph) - :star: 77 :fork_and_knife: 44 - A Python module to parse the Open Graph Protocol -* [:octocat: python-goose](https://github.com/grangier/python-goose) - :star: 2164 :fork_and_knife: 523 - HTML Content/Article Extractor. -* [:octocat: python-readability](https://github.com/buriy/python-readability) - :star: 1041 :fork_and_knife: 204 - Fast Python port of arc90's readability tool. +* [:octocat: Haul](https://github.com/vinta/Haul) - :star: 75 :fork_and_knife: 21 - An Extensible Image Crawler. +* [:octocat: html2text](https://github.com/Alir3z4/html2text) - :star: 310 :fork_and_knife: 61 - Convert HTML to Markdown-formatted text. +* [:octocat: lassie](https://github.com/michaelhelmick/lassie) - :star: 321 :fork_and_knife: 20 - Web Content Retrieval for Humans. +* [:octocat: micawber](https://github.com/coleifer/micawber) - :star: 326 :fork_and_knife: 45 - A small library for extracting rich content from URLs. +* [:octocat: newspaper](https://github.com/codelucas/newspaper) - :star: 3773 :fork_and_knife: 560 - News extraction, article extraction and content curation in Python. +* [:octocat: opengraph](https://github.com/erikriver/opengraph) - :star: 81 :fork_and_knife: 44 - A Python module to parse the Open Graph Protocol +* [:octocat: python-goose](https://github.com/grangier/python-goose) - :star: 2212 :fork_and_knife: 536 - HTML Content/Article Extractor. +* [:octocat: python-readability](https://github.com/buriy/python-readability) - :star: 1069 :fork_and_knife: 207 - Fast Python port of arc90's readability tool. * [:octocat: sanitize](https://github.com/Alir3z4/sanitize) - :star: 28 :fork_and_knife: 2 - Bringing sanity to world of messed-up data. -* [:octocat: sumy](https://github.com/miso-belica/sumy) - :star: 705 :fork_and_knife: 145 - A module for automatic summarization of text documents and HTML pages. -* [:octocat: textract](https://github.com/deanmalmgren/textract) - :star: 1772 :fork_and_knife: 168 - Extract text from any document, Word, PowerPoint, PDFs, etc. +* [:octocat: sumy](https://github.com/miso-belica/sumy) - :star: 741 :fork_and_knife: 149 - A module for automatic summarization of text documents and HTML pages. +* [:octocat: textract](https://github.com/deanmalmgren/textract) - :star: 1790 :fork_and_knife: 169 - Extract text from any document, Word, PowerPoint, PDFs, etc. ## Forms *Libraries for working with forms.* * [:earth_americas: Deform](http://deform.readthedocs.org/) - Python HTML form generation library influenced by the formish form generation library. -* [:octocat: django-bootstrap3](https://github.com/dyve/django-bootstrap3) - :star: 1553 :fork_and_knife: 514 - Bootstrap 3 integration with Django. +* [:octocat: django-bootstrap3](https://github.com/dyve/django-bootstrap3) - :star: 1580 :fork_and_knife: 530 - Bootstrap 3 integration with Django. * [:earth_americas: django-crispy-forms](http://django-crispy-forms.readthedocs.org/) - A Django app which lets you create beautiful forms in a very elegant and DRY way. -* [:octocat: django-remote-forms](https://github.com/WiserTogether/django-remote-forms) - :star: 149 :fork_and_knife: 77 - A platform independent Django form serializer. +* [:octocat: django-remote-forms](https://github.com/WiserTogether/django-remote-forms) - :star: 150 :fork_and_knife: 75 - A platform independent Django form serializer. * [:earth_americas: WTForms-JSON](http://wtforms-json.readthedocs.org/) - A WTForms extension for JSON data handling. * [:earth_americas: WTForms](http://wtforms.readthedocs.org/) - A flexible forms validation and rendering library. @@ -691,36 +691,36 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:earth_americas: Cerberus](http://python-cerberus.org) - A mappings-validator with a variety of rules, normalization-features and simple customization that uses a pythonic schema-definition. * [:earth_americas: colander](http://docs.pylonsproject.org/projects/colander/) - A system for validating and deserializing data obtained via XML, JSON, an HTML form post or any other equally simple data serialization. -* [:octocat: kmatch](https://github.com/ambitioninc/kmatch) - :star: 40 :fork_and_knife: 10 - A language for matching/validating/filtering Python dictionaries. -* [:octocat: schema](https://github.com/halst/schema) - :star: 935 :fork_and_knife: 86 - A library for validating Python data structures. -* [:octocat: Schematics](https://github.com/schematics/schematics) - :star: 1664 :fork_and_knife: 213 - Data Structure Validation. -* [:octocat: valideer](https://github.com/podio/valideer) - :star: 169 :fork_and_knife: 9 - Lightweight extensible data validation and adaptation library. -* [:octocat: voluptuous](https://github.com/alecthomas/voluptuous) - :star: 692 :fork_and_knife: 107 - A Python data validation library. It is primarily intended for validating data coming into Python as JSON, YAML, etc. +* [:octocat: kmatch](https://github.com/ambitioninc/kmatch) - :star: 40 :fork_and_knife: 11 - A language for matching/validating/filtering Python dictionaries. +* [:octocat: schema](https://github.com/halst/schema) - :star: 950 :fork_and_knife: 87 - A library for validating Python data structures. +* [:octocat: Schematics](https://github.com/schematics/schematics) - :star: 1673 :fork_and_knife: 212 - Data Structure Validation. +* [:octocat: valideer](https://github.com/podio/valideer) - :star: 171 :fork_and_knife: 9 - Lightweight extensible data validation and adaptation library. +* [:octocat: voluptuous](https://github.com/alecthomas/voluptuous) - :star: 706 :fork_and_knife: 107 - A Python data validation library. It is primarily intended for validating data coming into Python as JSON, YAML, etc. ## Anti-spam *Libraries for fighting spam.* -* [:octocat: django-simple-captcha](https://github.com/mbi/django-simple-captcha) - :star: 392 :fork_and_knife: 159 - A simple and highly customizable Django app to add captcha images to any Django form. +* [:octocat: django-simple-captcha](https://github.com/mbi/django-simple-captcha) - :star: 398 :fork_and_knife: 160 - A simple and highly customizable Django app to add captcha images to any Django form. * [:octocat: django-simple-spam-blocker](https://github.com/moqada/django-simple-spam-blocker) - :star: 10 :fork_and_knife: 2 - Simple spam blocker for Django. ## Tagging *Libraries for tagging items.* -* [:octocat: django-taggit](https://github.com/alex/django-taggit) - :star: 1530 :fork_and_knife: 416 - Simple tagging for Django. +* [:octocat: django-taggit](https://github.com/alex/django-taggit) - :star: 1547 :fork_and_knife: 417 - Simple tagging for Django. ## Admin Panels *Libraries for administrative interfaces.* -* [:octocat: Ajenti](https://github.com/Eugeny/ajenti) - :star: 207 :fork_and_knife: 39 - The admin panel your servers deserve. +* [:octocat: Ajenti](https://github.com/Eugeny/ajenti) - :star: 212 :fork_and_knife: 43 - The admin panel your servers deserve. * [:earth_americas: django-suit](http://djangosuit.com/) - Alternative Django Admin-Interface (free only for Non-commercial use). -* [:octocat: django-xadmin](https://github.com/sshwsfc/django-xadmin) - :star: 1741 :fork_and_knife: 548 - Drop-in replacement of Django admin comes with lots of goodies. -* [:octocat: flask-admin](https://github.com/mrjoes/flask-admin) - :star: 68 :fork_and_knife: 32 - Simple and extensible administrative interface framework for Flask. -* [:octocat: flower](https://github.com/mher/flower) - :star: 1935 :fork_and_knife: 357 - Real-time monitor and web admin for Celery. +* [:octocat: django-xadmin](https://github.com/sshwsfc/django-xadmin) - :star: 1762 :fork_and_knife: 556 - Drop-in replacement of Django admin comes with lots of goodies. +* [:octocat: flask-admin](https://github.com/mrjoes/flask-admin) - :star: 70 :fork_and_knife: 33 - Simple and extensible administrative interface framework for Flask. +* [:octocat: flower](https://github.com/mher/flower) - :star: 1994 :fork_and_knife: 373 - Real-time monitor and web admin for Celery. * [:earth_americas: Grappelli](http://grappelliproject.com) – A jazzy skin for the Django Admin-Interface. -* [:octocat: Wooey](https://github.com/wooey/wooey) - :star: 734 :fork_and_knife: 62 - A Django app which creates automatic web UIs for Python scripts. +* [:octocat: Wooey](https://github.com/wooey/wooey) - :star: 745 :fork_and_knife: 68 - A Django app which creates automatic web UIs for Python scripts. ## Static Site Generator @@ -736,9 +736,9 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries for starting and communicating with OS processes.* -* [:octocat: envoy](https://github.com/kennethreitz/envoy) - :star: 1833 :fork_and_knife: 149 - Python [subprocess](https://docs.python.org/2/library/subprocess.html) for Humans™. +* [:octocat: envoy](https://github.com/kennethreitz/envoy) - :star: 1897 :fork_and_knife: 163 - Python [subprocess](https://docs.python.org/2/library/subprocess.html) for Humans™. * [:earth_americas: sarge](http://sarge.readthedocs.org/) - Yet another wrapper for subprocess. -* [:octocat: sh](https://github.com/amoffat/sh) - :star: 3484 :fork_and_knife: 306 - A full-fledged subprocess replacement for Python. +* [:octocat: sh](https://github.com/amoffat/sh) - :star: 3503 :fork_and_knife: 307 - A full-fledged subprocess replacement for Python. ## Concurrency and Parallelism @@ -747,8 +747,8 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:earth_americas: multiprocessing](https://docs.python.org/2/library/multiprocessing.html) - (Python standard library) Process-based "threading" interface. * [:earth_americas: threading](https://docs.python.org/2/library/threading.html) - (Python standard library) Higher-level threading interface. * [:earth_americas: eventlet](http://eventlet.net/) - Asynchronous framework with WSGI support. -* [:octocat: gevent](http://www.gevent.org/) - :star: 692 :fork_and_knife: 129 - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet). -* [:octocat: Tomorrow](https://github.com/madisonmay/Tomorrow) - :star: 1181 :fork_and_knife: 67 - Magic decorator syntax for asynchronous code. +* [:octocat: gevent](http://www.gevent.org/) - :star: 710 :fork_and_knife: 131 - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet). +* [:octocat: Tomorrow](https://github.com/madisonmay/Tomorrow) - :star: 1192 :fork_and_knife: 68 - Magic decorator syntax for asynchronous code. ## Networking @@ -757,19 +757,19 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:earth_americas: asyncio](https://docs.python.org/3/library/asyncio.html) - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks. * [:earth_americas: Tornado](http://www.tornadoweb.org/) - A Web framework and asynchronous networking library. * [:earth_americas: Twisted](https://twistedmatrix.com/trac/) - An event-driven networking engine. -* [:octocat: pulsar](https://github.com/quantmind/pulsar) - :star: 1346 :fork_and_knife: 96 - Event-driven concurrent framework for Python. -* [:octocat: diesel](https://github.com/jamwt/diesel) - :star: 546 :fork_and_knife: 54 - Greenlet-based event I/O Framework for Python. +* [:octocat: pulsar](https://github.com/quantmind/pulsar) - :star: 1359 :fork_and_knife: 99 - Event-driven concurrent framework for Python. +* [:octocat: diesel](https://github.com/jamwt/diesel) - :star: 541 :fork_and_knife: 54 - Greenlet-based event I/O Framework for Python. * [:earth_americas: pyzmq](http://zeromq.github.io/pyzmq/) - A Python wrapper for the ZeroMQ message library. -* [:octocat: txZMQ](https://github.com/smira/txZMQ) - :star: 129 :fork_and_knife: 39 - Twisted based wrapper for the ZeroMQ message library. +* [:octocat: txZMQ](https://github.com/smira/txZMQ) - :star: 131 :fork_and_knife: 41 - Twisted based wrapper for the ZeroMQ message library. ## WebSocket *Libraries for working with WebSocket.* -* [:octocat: AutobahnPython](https://github.com/tavendo/AutobahnPython) - :star: 1276 :fork_and_knife: 402 - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). -* [:octocat: Crossbar](https://github.com/crossbario/crossbar/) - :star: 1059 :fork_and_knife: 142 - Open-source Unified Application Router (Websocket & WAMP for Python on Autobahn). -* [:octocat: django-socketio](https://github.com/stephenmcd/django-socketio) - :star: 938 :fork_and_knife: 195 - WebSockets for Django. -* [:octocat: WebSocket-for-Python](https://github.com/Lawouach/WebSocket-for-Python) - :star: 733 :fork_and_knife: 184 - WebSocket client and server library for Python 2 and 3 as well as PyPy. +* [:octocat: AutobahnPython](https://github.com/tavendo/AutobahnPython) - :star: 1297 :fork_and_knife: 407 - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). +* [:octocat: Crossbar](https://github.com/crossbario/crossbar/) - :star: 1085 :fork_and_knife: 143 - Open-source Unified Application Router (Websocket & WAMP for Python on Autobahn). +* [:octocat: django-socketio](https://github.com/stephenmcd/django-socketio) - :star: 952 :fork_and_knife: 195 - WebSockets for Django. +* [:octocat: WebSocket-for-Python](https://github.com/Lawouach/WebSocket-for-Python) - :star: 741 :fork_and_knife: 186 - WebSocket client and server library for Python 2 and 3 as well as PyPy. ## WSGI Servers @@ -780,7 +780,7 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:earth_americas: bjoern](http://pypi.python.org/pypi/bjoern) - Asynchronous, very fast and written in C. * [:earth_americas: fapws3](http://www.fapws.org/) - Asynchronous (network side only), written in C. * [:earth_americas: meinheld](http://pypi.python.org/pypi/meinheld) - Asynchronous, partly written in C. -* [:octocat: netius](https://github.com/hivesolutions/netius) - :star: 59 :fork_and_knife: 3 - Asynchronous, very fast. +* [:octocat: netius](https://github.com/hivesolutions/netius) - :star: 58 :fork_and_knife: 3 - Asynchronous, very fast. * [:earth_americas: paste](http://pythonpaste.org/) - Multi-threaded, stable, tried and tested. * [:earth_americas: rocket](http://pypi.python.org/pypi/rocket) - Multi-threaded. * [:earth_americas: waitress](https://waitress.readthedocs.org/) - Multi-threaded, poweres Pyramid. @@ -790,31 +790,31 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *RPC-compatible servers.* -* [:octocat: SimpleJSONRPCServer](https://github.com/joshmarshall/jsonrpclib/) - :star: 284 :fork_and_knife: 111 - This library is an implementation of the JSON-RPC specification. +* [:octocat: SimpleJSONRPCServer](https://github.com/joshmarshall/jsonrpclib/) - :star: 289 :fork_and_knife: 109 - This library is an implementation of the JSON-RPC specification. * [:earth_americas: SimpleXMLRPCServer](https://docs.python.org/2/library/simplexmlrpcserver.html) - (Python standard library) Simple XML-RPC server implementation, single-threaded. -* [:octocat: zeroRPC](https://github.com/dotcloud/zerorpc-python) - :star: 1814 :fork_and_knife: 219 - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/). +* [:octocat: zeroRPC](https://github.com/dotcloud/zerorpc-python) - :star: 1831 :fork_and_knife: 228 - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/). ## Cryptography * [:earth_americas: cryptography](https://cryptography.io/) - A package designed to expose cryptographic primitives and recipes to Python developers. -* [:octocat: hashids](https://github.com/davidaurelio/hashids-python) - :star: 499 :fork_and_knife: 42 - Implementation of [hashids](http://hashids.org) in Python. +* [:octocat: hashids](https://github.com/davidaurelio/hashids-python) - :star: 517 :fork_and_knife: 42 - Implementation of [hashids](http://hashids.org) in Python. * [:earth_americas: Paramiko](http://www.paramiko.org/) - A Python (2.6+, 3.3+) implementation of the SSHv2 protocol, providing both client and server functionality. * [:earth_americas: Passlib](https://pythonhosted.org/passlib/) - Secure password storage/hashing library, very high level. * [:earth_americas: PyCrypto](https://www.dlitz.net/software/pycrypto/) - The Python Cryptography Toolkit. -* [:octocat: PyNacl](https://github.com/pyca/pynacl) - :star: 309 :fork_and_knife: 64 - Python binding to the Networking and Cryptography (NaCl) library. +* [:octocat: PyNacl](https://github.com/pyca/pynacl) - :star: 317 :fork_and_knife: 67 - Python binding to the Networking and Cryptography (NaCl) library. ## GUI *Libraries for working with graphical user interface applications.* * [:earth_americas: curses](https://docs.python.org/2/library/curses.html#module-curses) - Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal GUI applications. -* [:octocat: enaml](https://github.com/nucleic/enaml) - :star: 480 :fork_and_knife: 64 - Creating beautiful user-interfaces with Declaratic Syntax like QML. +* [:octocat: enaml](https://github.com/nucleic/enaml) - :star: 483 :fork_and_knife: 64 - Creating beautiful user-interfaces with Declaratic Syntax like QML. * [:earth_americas: kivy](http://kivy.org/) - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS. * [:earth_americas: pyglet](http://www.pyglet.org/) - A cross-platform windowing and multimedia library for Python. * [:earth_americas: PyQt](http://www.riverbankcomputing.co.uk/software/pyqt/intro) - Python bindings for the [Qt](http://qt-project.org/) cross-platform application and UI framework, with support for both Qt v4 and Qt v5 frameworks. * [:earth_americas: PySide](http://qt-project.org/wiki/pyside) - Python bindings for the [Qt](http://qt-project.org/) cross-platform application and UI framework, supporting the Qt v4 framework. * [:earth_americas: Tkinter](https://wiki.python.org/moin/TkInter) - Tkinter is Python's de-facto standard GUI package. -* [:octocat: Toga](https://github.com/pybee/toga) - :star: 959 :fork_and_knife: 75 - A Python native, OS native GUI toolkit. +* [:octocat: Toga](https://github.com/pybee/toga) - :star: 981 :fork_and_knife: 82 - A Python native, OS native GUI toolkit. * [:earth_americas: urwid](http://urwid.org/) - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc. * [:earth_americas: wxPython](http://wxpython.org/) - A blending of the wxWidgets C++ class library with the Python. @@ -849,38 +849,38 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:earth_americas: unittest](https://docs.python.org/2/library/unittest.html) - (Python standard library) Unit testing framework. * [:earth_americas: nose](https://nose.readthedocs.org/) - nose extends unittest. * [:octocat: contexts](https://github.com/benjamin-hodgson/Contexts) - :star: 38 :fork_and_knife: 3 - A BDD framework for Python 3.3+. Inspired by C#'s `Machine.Specifications`. - * [:octocat: hypothesis](https://github.com/DRMacIver/hypothesis) - :star: 1606 :fork_and_knife: 146 - Hypothesis is an advanced Quickcheck style property based testing library. + * [:octocat: hypothesis](https://github.com/DRMacIver/hypothesis) - :star: 1648 :fork_and_knife: 151 - Hypothesis is an advanced Quickcheck style property based testing library. * [:earth_americas: mamba](https://nestorsalceda.github.io/mamba) - The definitive testing tool for Python. Born under the banner of BDD. - * [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - :star: 649 :fork_and_knife: 99 - PyAutoGUI is a cross-platform GUI automation Python module for human beings. + * [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - :star: 699 :fork_and_knife: 103 - PyAutoGUI is a cross-platform GUI automation Python module for human beings. * [:octocat: pyshould](https://github.com/drslump/pyshould) - :star: 32 :fork_and_knife: 6 - Should style asserts based on [PyHamcrest](https://github.com/hamcrest/PyHamcrest). * [:earth_americas: pytest](http://pytest.org/) - A mature full-featured Python testing tool. * [:earth_americas: pyvows](http://heynemann.github.io/pyvows/) - BDD style testing for Python. Inspired by [Vows.js](http://vowsjs.org/). - * [:octocat: Robot Framework](https://github.com/robotframework/robotframework) - :star: 1194 :fork_and_knife: 454 - A generic test automation framework. + * [:octocat: Robot Framework](https://github.com/robotframework/robotframework) - :star: 1242 :fork_and_knife: 477 - A generic test automation framework. * Web Testing * [:earth_americas: Selenium](https://pypi.python.org/pypi/selenium) - Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver. - * [:octocat: locust](https://github.com/locustio/locust) - :star: 4184 :fork_and_knife: 602 - Scalable user load testing tool written in Python. - * [:octocat: sixpack](https://github.com/seatgeek/sixpack) - :star: 1184 :fork_and_knife: 119 - A language-agnostic A/B Testing framework. + * [:octocat: locust](https://github.com/locustio/locust) - :star: 4361 :fork_and_knife: 618 - Scalable user load testing tool written in Python. + * [:octocat: sixpack](https://github.com/seatgeek/sixpack) - :star: 1201 :fork_and_knife: 120 - A language-agnostic A/B Testing framework. * [:earth_americas: splinter](https://splinter.readthedocs.org/en/latest/) - Open source tool for testing web applications. * Mock * [:earth_americas: mock](https://docs.python.org/3/library/unittest.mock.html) - (Python standard library) A mocking and patching library. * [:earth_americas: doublex](https://pypi.python.org/pypi/doublex) - Powerful test doubles framework for Python. - * [:octocat: freezegun](https://github.com/spulec/freezegun) - :star: 848 :fork_and_knife: 90 - Travel through time by mocking the datetime module. - * [:octocat: httmock](https://github.com/patrys/httmock) - :star: 262 :fork_and_knife: 28 - A mocking library for requests for Python 2.6+ and 3.2+. + * [:octocat: freezegun](https://github.com/spulec/freezegun) - :star: 881 :fork_and_knife: 91 - Travel through time by mocking the datetime module. + * [:octocat: httmock](https://github.com/patrys/httmock) - :star: 265 :fork_and_knife: 30 - A mocking library for requests for Python 2.6+ and 3.2+. * [:earth_americas: httpretty](http://falcao.it/HTTPretty/) - HTTP request mock tool for Python. - * [:octocat: responses](https://github.com/dropbox/responses) - :star: 1349 :fork_and_knife: 123 - A utility library for mocking out the requests Python library. - * [:octocat: VCR.py](https://github.com/kevin1024/vcrpy) - :star: 763 :fork_and_knife: 117 - Record and replay HTTP interactions on your tests. + * [:octocat: responses](https://github.com/dropbox/responses) - :star: 1378 :fork_and_knife: 127 - A utility library for mocking out the requests Python library. + * [:octocat: VCR.py](https://github.com/kevin1024/vcrpy) - :star: 777 :fork_and_knife: 119 - Record and replay HTTP interactions on your tests. * Object Factories - * [:octocat: factory_boy](https://github.com/rbarrois/factory_boy) - :star: 1011 :fork_and_knife: 142 - A test fixtures replacement for Python. - * [:octocat: mixer](https://github.com/klen/mixer) - :star: 353 :fork_and_knife: 36 - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc. - * [:octocat: model_mommy](https://github.com/vandersonmota/model_mommy) - :star: 606 :fork_and_knife: 137 - Creating random fixtures for testing in Django. + * [:octocat: factory_boy](https://github.com/rbarrois/factory_boy) - :star: 1033 :fork_and_knife: 141 - A test fixtures replacement for Python. + * [:octocat: mixer](https://github.com/klen/mixer) - :star: 366 :fork_and_knife: 37 - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc. + * [:octocat: model_mommy](https://github.com/vandersonmota/model_mommy) - :star: 614 :fork_and_knife: 142 - Creating random fixtures for testing in Django. * Code Coverage * [:earth_americas: coverage](https://pypi.python.org/pypi/coverage) - Code coverage measurement. * Fake Data * [:earth_americas: faker](http://www.joke2k.net/faker/) - A Python package that generates fake data. - * [:octocat: fake2db](https://github.com/emirozer/fake2db) - :star: 1680 :fork_and_knife: 77 - Fake database generator. + * [:octocat: fake2db](https://github.com/emirozer/fake2db) - :star: 1692 :fork_and_knife: 77 - Fake database generator. * [:earth_americas: radar](https://pypi.python.org/pypi/radar) - Generate random datetime / time. * Error Handler - * [:octocat: FuckIt.py](https://github.com/ajalt/fuckitpy) - :star: 2161 :fork_and_knife: 89 - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not. + * [:octocat: FuckIt.py](https://github.com/ajalt/fuckitpy) - :star: 2229 :fork_and_knife: 93 - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not. ## Code Analysis and Linter @@ -888,9 +888,9 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries and tools for analysing, parsing and manipulation codebases.* * Code Analysis - * [:octocat: code2flow](https://github.com/scottrogowski/code2flow) - :star: 296 :fork_and_knife: 39 - Turn your Python and JavaScript code into DOT flowcharts. - * [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - :star: 710 :fork_and_knife: 114 - A library that visualises the flow (call graph) of your Python application. - * [:octocat: pysonar2](https://github.com/yinwang0/pysonar2) - :star: 2297 :fork_and_knife: 630 - A type inferencer and indexer for Python. + * [:octocat: code2flow](https://github.com/scottrogowski/code2flow) - :star: 309 :fork_and_knife: 47 - Turn your Python and JavaScript code into DOT flowcharts. + * [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - :star: 728 :fork_and_knife: 115 - A library that visualises the flow (call graph) of your Python application. + * [:octocat: pysonar2](https://github.com/yinwang0/pysonar2) - :star: 2329 :fork_and_knife: 637 - A type inferencer and indexer for Python. * Linter * [:earth_americas: Flake8](https://pypi.python.org/pypi/flake8) - The modular source code checker: pep8, pyflakes and co. * [:earth_americas: Pylint](http://www.pylint.org/) - A source code analyzer. @@ -903,27 +903,27 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * Debugger * [:earth_americas: ipdb](https://pypi.python.org/pypi/ipdb) - IPython-enabled [pdb](https://docs.python.org/2/library/pdb.html). * [:earth_americas: pudb](https://pypi.python.org/pypi/pudb) – A full-screen, console-based Python debugger. - * [:octocat: pyringe](https://github.com/google/pyringe) - :star: 1373 :fork_and_knife: 52 - Debugger capable of attaching to and injecting code into Python processes. - * [:octocat: wdb](https://github.com/Kozea/wdb) - :star: 1073 :fork_and_knife: 58 - An improbable web debugger through WebSockets. + * [:octocat: pyringe](https://github.com/google/pyringe) - :star: 1377 :fork_and_knife: 53 - Debugger capable of attaching to and injecting code into Python processes. + * [:octocat: wdb](https://github.com/Kozea/wdb) - :star: 1080 :fork_and_knife: 61 - An improbable web debugger through WebSockets. * [:earth_americas: winpdb](http://winpdb.org/) - A Platform Independent Python Debugger with GUI, capable of remote debugging based on rpdb2. - * [:octocat: django-debug-toolbar](https://github.com/django-debug-toolbar/django-debug-toolbar) - :star: 3871 :fork_and_knife: 700 - Display various debug information about the current request/response. - * [:octocat: django-devserver](https://github.com/dcramer/django-devserver) - :star: 1161 :fork_and_knife: 150 - A drop-in replacement for Django's runserver. - * [:octocat: flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - :star: 497 :fork_and_knife: 81 - A port of the django-debug-toolbar to flask. + * [:octocat: django-debug-toolbar](https://github.com/django-debug-toolbar/django-debug-toolbar) - :star: 3912 :fork_and_knife: 703 - Display various debug information about the current request/response. + * [:octocat: django-devserver](https://github.com/dcramer/django-devserver) - :star: 1171 :fork_and_knife: 150 - A drop-in replacement for Django's runserver. + * [:octocat: flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - :star: 511 :fork_and_knife: 80 - A port of the django-debug-toolbar to flask. * Profiler - * [:octocat: line_profiler](https://github.com/rkern/line_profiler) - :star: 1004 :fork_and_knife: 80 - Line-by-line profiling. - * [:octocat: memory_profiler](https://github.com/fabianp/memory_profiler) - :star: 859 :fork_and_knife: 117 - Monitor Memory usage of Python code. - * [:octocat: profiling](https://github.com/what-studio/profiling) - :star: 2453 :fork_and_knife: 86 - An interactive Python profiler. + * [:octocat: line_profiler](https://github.com/rkern/line_profiler) - :star: 1051 :fork_and_knife: 80 - Line-by-line profiling. + * [:octocat: memory_profiler](https://github.com/fabianp/memory_profiler) - :star: 875 :fork_and_knife: 119 - Monitor Memory usage of Python code. + * [:octocat: profiling](https://github.com/what-studio/profiling) - :star: 2466 :fork_and_knife: 86 - An interactive Python profiler. * Others - * [:octocat: pyelftools](https://github.com/eliben/pyelftools) - :star: 383 :fork_and_knife: 151 - A pure-Python library for parsing and analyzing ELF files and DWARF debugging information. - * [:octocat: python-statsd](https://github.com/WoLpH/python-statsd) - :star: 87 :fork_and_knife: 35 - Python Client for the [statsd](https://github.com/etsy/statsd/) server. + * [:octocat: pyelftools](https://github.com/eliben/pyelftools) - :star: 393 :fork_and_knife: 153 - A pure-Python library for parsing and analyzing ELF files and DWARF debugging information. + * [:octocat: python-statsd](https://github.com/WoLpH/python-statsd) - :star: 89 :fork_and_knife: 35 - Python Client for the [statsd](https://github.com/etsy/statsd/) server. ## Science and Data Analysis *Libraries for scientific computing and data analyzing.* * [:earth_americas: astropy](http://www.astropy.org/) - A community Python library for Astronomy. -* [:octocat: bcbio-nextgen](https://github.com/chapmanb/bcbio-nextgen) - :star: 361 :fork_and_knife: 179 - A toolkit providing best-practice pipelines for fully automated high throughput sequencing analysis. -* [:octocat: bccb](https://github.com/chapmanb/bcbb) - :star: 327 :fork_and_knife: 158 - Collection of useful code related to biological analysis. +* [:octocat: bcbio-nextgen](https://github.com/chapmanb/bcbio-nextgen) - :star: 373 :fork_and_knife: 185 - A toolkit providing best-practice pipelines for fully automated high throughput sequencing analysis. +* [:octocat: bccb](https://github.com/chapmanb/bcbb) - :star: 330 :fork_and_knife: 163 - Collection of useful code related to biological analysis. * [:earth_americas: Biopython](http://biopython.org/wiki/Main_Page) - Biopython is a set of freely available tools for biological computation. * [:earth_americas: blaze](http://blaze.pydata.org/en/latest/) - NumPy and Pandas interface to Big Data. * [:earth_americas: cclib](http://cclib.github.io/) - A library for parsing and interpreting the results of computational chemistry packages. @@ -931,30 +931,30 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:earth_americas: Numba](http://numba.pydata.org/) - Python JIT (just in time) complier to LLVM aimed at scientific Python by the developers of Cython and NumPy. * [:earth_americas: NumPy](http://www.numpy.org/) - A fundamental package for scientific computing with Python. * [:earth_americas: Open Babel](http://openbabel.org/wiki/Main_Page) - A chemical toolbox designed to speak the many languages of chemical data. -* [:octocat: Open Mining](https://github.com/avelino/mining) - :star: 655 :fork_and_knife: 103 - Business Intelligence (BI) in Python (Pandas web interface) +* [:octocat: Open Mining](https://github.com/avelino/mining) - :star: 672 :fork_and_knife: 111 - Business Intelligence (BI) in Python (Pandas web interface) * [:earth_americas: orange](http://orange.biolab.si/) - Data mining, data visualization, analysis and machine learning through visual programming or Python scripting. * [:earth_americas: Pandas](http://pandas.pydata.org/) - A library providing high-performance, easy-to-use data structures and data analysis tools. * [:earth_americas: PyDy](https://pydy.org/) - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion based around NumPy, SciPy, IPython, and matplotlib. -* [:octocat: PyMC](https://github.com/pymc-devs/pymc3) - :star: 1700 :fork_and_knife: 401 - Markov Chain Monte Carlo sampling toolkit. +* [:octocat: PyMC](https://github.com/pymc-devs/pymc3) - :star: 1751 :fork_and_knife: 416 - Markov Chain Monte Carlo sampling toolkit. * [:earth_americas: RDKit](http://www.rdkit.org/) - Cheminformatics and Machine Learning Software. * [:earth_americas: SciPy](http://www.scipy.org/) - A Python-based ecosystem of open-source software for mathematics, science, and engineering. -* [:octocat: statsmodels](https://github.com/statsmodels/statsmodels) - :star: 1702 :fork_and_knife: 829 - Statistical modeling and econometrics in Python. -* [:octocat: SymPy](https://github.com/sympy/sympy) - :star: 3280 :fork_and_knife: 1628 - A Python library for symbolic mathematics. -* [:octocat: zipline](https://github.com/quantopian/zipline) - :star: 3885 :fork_and_knife: 1220 - A Pythonic algorithmic trading library. +* [:octocat: statsmodels](https://github.com/statsmodels/statsmodels) - :star: 1749 :fork_and_knife: 856 - Statistical modeling and econometrics in Python. +* [:octocat: SymPy](https://github.com/sympy/sympy) - :star: 3389 :fork_and_knife: 1693 - A Python library for symbolic mathematics. +* [:octocat: zipline](https://github.com/quantopian/zipline) - :star: 4113 :fork_and_knife: 1300 - A Pythonic algorithmic trading library. ## Data Visualization *Libraries for visualizing data. See: [awesome-javascript](https://github.com/sorrycc/awesome-javascript#data-visualization).* * [:earth_americas: matplotlib](http://matplotlib.org/) - A Python 2D plotting library. -* [:octocat: bokeh](https://github.com/ContinuumIO/bokeh) - :star: 4771 :fork_and_knife: 1103 - Interactive Web Plotting for Python. -* [:octocat: ggplot](https://github.com/yhat/ggplot) - :star: 2773 :fork_and_knife: 390 - Same API as ggplot2 for R. +* [:octocat: bokeh](https://github.com/ContinuumIO/bokeh) - :star: 4889 :fork_and_knife: 1161 - Interactive Web Plotting for Python. +* [:octocat: ggplot](https://github.com/yhat/ggplot) - :star: 2799 :fork_and_knife: 392 - Same API as ggplot2 for R. * [:earth_americas: plotly](https://plot.ly/python) - Collaborative web plotting for Python and matplotlib. * [:earth_americas: pygal](http://pygal.org/) - A Python SVG Charts Creator. * [:earth_americas: pygraphviz](https://pypi.python.org/pypi/pygraphviz) - Python interface to [Graphviz](http://www.graphviz.org/). * [:earth_americas: PyQtGraph](http://www.pyqtgraph.org/) - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets. * [:earth_americas: SnakeViz](https://jiffyclub.github.io/snakeviz) - A browser based graphical viewer for the output of Python's cProfile module. -* [:octocat: vincent](https://github.com/wrobstory/vincent) - :star: 1931 :fork_and_knife: 206 - A Python to Vega translator. +* [:octocat: vincent](https://github.com/wrobstory/vincent) - :star: 1934 :fork_and_knife: 208 - A Python to Vega translator. * [:earth_americas: VisPy](http://vispy.org/) - High-performance scientific visualization based on OpenGL. ## Computer Vision @@ -968,82 +968,82 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries for Machine Learning. See: [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning#python).* -* [:octocat: Crab](https://github.com/muricoca/crab) - :star: 746 :fork_and_knife: 284 - A flexible, fast recommender engine. -* [:octocat: gensim](https://github.com/piskvorky/gensim) - :star: 3177 :fork_and_knife: 1196 - Topic Modelling for Humans. +* [:octocat: Crab](https://github.com/muricoca/crab) - :star: 755 :fork_and_knife: 295 - A flexible, fast recommender engine. +* [:octocat: gensim](https://github.com/piskvorky/gensim) - :star: 3328 :fork_and_knife: 1263 - Topic Modelling for Humans. * [:octocat: hebel](https://github.com/hannes-brt/hebel) - :star: 1148 :fork_and_knife: 109 - GPU-Accelerated Deep Learning Library in Python. -* [:octocat: NuPIC](https://github.com/numenta/nupic) - :star: 4538 :fork_and_knife: 1280 - Numenta Platform for Intelligent Computing. -* [:octocat: pattern](https://github.com/clips/pattern) - :star: 4886 :fork_and_knife: 897 - Web mining module for Python. -* [:octocat: PyBrain](https://github.com/pybrain/pybrain) - :star: 2072 :fork_and_knife: 639 - Another Python Machine Learning Library. -* [:octocat: Pylearn2](https://github.com/lisa-lab/pylearn2) - :star: 2212 :fork_and_knife: 908 - A Machine Learning library based on [Theano](https://github.com/Theano/Theano). -* [:octocat: python-recsys](https://github.com/ocelma/python-recsys) - :star: 692 :fork_and_knife: 303 - A Python library for implementing a Recommender System. +* [:octocat: NuPIC](https://github.com/numenta/nupic) - :star: 4614 :fork_and_knife: 1300 - Numenta Platform for Intelligent Computing. +* [:octocat: pattern](https://github.com/clips/pattern) - :star: 4975 :fork_and_knife: 921 - Web mining module for Python. +* [:octocat: PyBrain](https://github.com/pybrain/pybrain) - :star: 2135 :fork_and_knife: 645 - Another Python Machine Learning Library. +* [:octocat: Pylearn2](https://github.com/lisa-lab/pylearn2) - :star: 2252 :fork_and_knife: 927 - A Machine Learning library based on [Theano](https://github.com/Theano/Theano). +* [:octocat: python-recsys](https://github.com/ocelma/python-recsys) - :star: 713 :fork_and_knife: 309 - A Python library for implementing a Recommender System. * [:earth_americas: scikit-learn](http://scikit-learn.org/) - A Python module for machine learning built on top of SciPy. -* [:octocat: vowpal_porpoise](https://github.com/josephreisinger/vowpal_porpoise) - :star: 129 :fork_and_knife: 31 - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). +* [:octocat: vowpal_porpoise](https://github.com/josephreisinger/vowpal_porpoise) - :star: 130 :fork_and_knife: 30 - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). ## MapReduce *Framworks and libraries for MapReduce.* -* [:octocat: dpark](https://github.com/douban/dpark) - :star: 1955 :fork_and_knife: 448 - Python clone of Spark, a MapReduce alike framework in Python. -* [:octocat: dumbo](https://github.com/klbostee/dumbo) - :star: 982 :fork_and_knife: 158 - Python module that allows one to easily write and run Hadoop programs. -* [:octocat: luigi](https://github.com/spotify/luigi) - :star: 5649 :fork_and_knife: 1076 - A module that helps you build complex pipelines of batch jobs. -* [:octocat: mrjob](https://github.com/Yelp/mrjob) - :star: 1914 :fork_and_knife: 488 - Run MapReduce jobs on Hadoop or Amazon Web Services. +* [:octocat: dpark](https://github.com/douban/dpark) - :star: 1978 :fork_and_knife: 457 - Python clone of Spark, a MapReduce alike framework in Python. +* [:octocat: dumbo](https://github.com/klbostee/dumbo) - :star: 984 :fork_and_knife: 159 - Python module that allows one to easily write and run Hadoop programs. +* [:octocat: luigi](https://github.com/spotify/luigi) - :star: 5831 :fork_and_knife: 1108 - A module that helps you build complex pipelines of batch jobs. +* [:octocat: mrjob](https://github.com/Yelp/mrjob) - :star: 1937 :fork_and_knife: 486 - Run MapReduce jobs on Hadoop or Amazon Web Services. * [:earth_americas: PySpark](http://spark.apache.org/docs/latest/programming-guide.html) - The Spark Python API. -* [:octocat: streamparse](https://github.com/Parsely/streamparse) - :star: 1055 :fork_and_knife: 157 - Run Python code against real-time streams of data. Integrates with [Apache Storm](https://storm.incubator.apache.org/). +* [:octocat: streamparse](https://github.com/Parsely/streamparse) - :star: 1074 :fork_and_knife: 159 - Run Python code against real-time streams of data. Integrates with [Apache Storm](https://storm.incubator.apache.org/). ## Functional Programming *Functional Programming with Python.* -* [:octocat: CyToolz](https://github.com/pytoolz/cytoolz/) - :star: 301 :fork_and_knife: 27 - Cython implementation of Toolz: High performance functional utilities. -* [:octocat: fn.py](https://github.com/kachayev/fn.py) - :star: 2104 :fork_and_knife: 133 - Functional programming in Python: implementation of missing features to enjoy FP. -* [:octocat: funcy](https://github.com/Suor/funcy) - :star: 1349 :fork_and_knife: 66 - A fancy and practical functional tools. -* [:octocat: Toolz](https://github.com/pytoolz/toolz) - :star: 1239 :fork_and_knife: 103 - A collection of functional utilities for iterators, functions, and dictionaries. +* [:octocat: CyToolz](https://github.com/pytoolz/cytoolz/) - :star: 304 :fork_and_knife: 28 - Cython implementation of Toolz: High performance functional utilities. +* [:octocat: fn.py](https://github.com/kachayev/fn.py) - :star: 2141 :fork_and_knife: 133 - Functional programming in Python: implementation of missing features to enjoy FP. +* [:octocat: funcy](https://github.com/Suor/funcy) - :star: 1369 :fork_and_knife: 67 - A fancy and practical functional tools. +* [:octocat: Toolz](https://github.com/pytoolz/toolz) - :star: 1266 :fork_and_knife: 105 - A collection of functional utilities for iterators, functions, and dictionaries. ## Third-party APIs *Libraries for accessing third party services APIs. See: [List of Python API Wrappers and Libraries](https://github.com/realpython/list-of-python-api-wrappers).* * [:earth_americas: apache-libcloud](https://libcloud.apache.org/) - One Python library for all clouds. -* [:octocat: boto](https://github.com/boto/boto) - :star: 5675 :fork_and_knife: 2080 - Python interface to Amazon Web Services. -* [:octocat: django-wordpress](https://github.com/sunlightlabs/django-wordpress/) - :star: 223 :fork_and_knife: 51 - WordPress models and views for Django. -* [:octocat: facebook-sdk](https://github.com/pythonforfacebook/facebook-sdk) - :star: 1793 :fork_and_knife: 684 - Facebook Platform Python SDK. -* [:octocat: facepy](https://github.com/jgorset/facepy) - :star: 533 :fork_and_knife: 157 - Facepy makes it really easy to interact with Facebook's Graph API -* [:octocat: gmail](https://github.com/charlierguo/gmail) - :star: 1319 :fork_and_knife: 252 - A Pythonic interface for Gmail. -* [:octocat: google-api-python-client](https://github.com/google/google-api-python-client) - :star: 1224 :fork_and_knife: 566 - Google APIs Client Library for Python. -* [:octocat: gspread](https://github.com/burnash/gspread) - :star: 1901 :fork_and_knife: 353 - Google Spreadsheets Python API. -* [:octocat: twython](https://github.com/ryanmcgrath/twython) - :star: 1248 :fork_and_knife: 316 - A Python wrapper for the Twitter API. +* [:octocat: boto](https://github.com/boto/boto) - :star: 5719 :fork_and_knife: 2091 - Python interface to Amazon Web Services. +* [:octocat: django-wordpress](https://github.com/sunlightlabs/django-wordpress/) - :star: 225 :fork_and_knife: 51 - WordPress models and views for Django. +* [:octocat: facebook-sdk](https://github.com/pythonforfacebook/facebook-sdk) - :star: 1815 :fork_and_knife: 696 - Facebook Platform Python SDK. +* [:octocat: facepy](https://github.com/jgorset/facepy) - :star: 542 :fork_and_knife: 158 - Facepy makes it really easy to interact with Facebook's Graph API +* [:octocat: gmail](https://github.com/charlierguo/gmail) - :star: 1330 :fork_and_knife: 259 - A Pythonic interface for Gmail. +* [:octocat: google-api-python-client](https://github.com/google/google-api-python-client) - :star: 1279 :fork_and_knife: 587 - Google APIs Client Library for Python. +* [:octocat: gspread](https://github.com/burnash/gspread) - :star: 1926 :fork_and_knife: 356 - Google Spreadsheets Python API. +* [:octocat: twython](https://github.com/ryanmcgrath/twython) - :star: 1262 :fork_and_knife: 315 - A Python wrapper for the Twitter API. ## DevOps Tools *Software and libraries for DevOps.* -* [:octocat: Ansible](https://github.com/ansible/ansible) - :star: 19566 :fork_and_knife: 5960 - A radically simple IT automation platform. -* [:octocat: SaltStack](https://github.com/saltstack/salt) - :star: 7013 :fork_and_knife: 3211 - Infrastructure automation and management system. +* [:octocat: Ansible](https://github.com/ansible/ansible) - :star: 20058 :fork_and_knife: 6163 - A radically simple IT automation platform. +* [:octocat: SaltStack](https://github.com/saltstack/salt) - :star: 7104 :fork_and_knife: 3262 - Infrastructure automation and management system. * [:earth_americas: Fabric](http://www.fabfile.org/) - A simple, Pythonic tool for remote execution and deployment. -* [:octocat: cuisine](https://github.com/sebastien/cuisine) - :star: 1205 :fork_and_knife: 146 - Chef-like functionality for Fabric. +* [:octocat: cuisine](https://github.com/sebastien/cuisine) - :star: 1204 :fork_and_knife: 145 - Chef-like functionality for Fabric. * [:earth_americas: Docker Compose](https://docs.docker.com/compose/) - Fast, isolated development environments using [Docker](https://www.docker.com/). -* [:octocat: Fabtools](https://github.com/ronnix/fabtools) - :star: 1045 :fork_and_knife: 204 - Tools for writing awesome Fabric files. +* [:octocat: Fabtools](https://github.com/ronnix/fabtools) - :star: 1047 :fork_and_knife: 201 - Tools for writing awesome Fabric files. * [:earth_americas: gitapi](http://bitbucket.org/haard/gitapi) - Pure-Python API for git. -* [:octocat: gunnery](https://github.com/gunnery/gunnery) - :star: 611 :fork_and_knife: 57 - Multipurpose task execution tool for distributed systems with web-based interface. +* [:octocat: gunnery](https://github.com/gunnery/gunnery) - :star: 612 :fork_and_knife: 56 - Multipurpose task execution tool for distributed systems with web-based interface. * [:earth_americas: hgapi](http://bitbucket.org/haard/hgapi) - Pure-Python API for Mercurial. -* [:octocat: honcho](https://github.com/nickstenning/honcho) - :star: 863 :fork_and_knife: 98 - A Python port of [Foreman](https://github.com/ddollar/foreman), a tool for managing Procfile-based applications. +* [:octocat: honcho](https://github.com/nickstenning/honcho) - :star: 883 :fork_and_knife: 97 - A Python port of [Foreman](https://github.com/ddollar/foreman), a tool for managing Procfile-based applications. * [:earth_americas: OpenStack](http://www.openstack.org/) - Open source software for building private and public clouds. -* [:octocat: pexpect](https://github.com/pexpect/pexpect) - :star: 730 :fork_and_knife: 198 - Controlling interactive programs in a pseudo-terminal like GNU expect. -* [:octocat: provy](https://github.com/python-provy/provy) - :star: 106 :fork_and_knife: 19 - An easy-to-use provisioning system in Python. -* [:octocat: psutil](https://github.com/giampaolo/psutil) - :star: 2013 :fork_and_knife: 347 - A cross-platform process and system utilities module. -* [:octocat: supervisor](https://github.com/Supervisor/supervisor) - :star: 2854 :fork_and_knife: 575 - Supervisor process control system for UNIX. +* [:octocat: pexpect](https://github.com/pexpect/pexpect) - :star: 747 :fork_and_knife: 204 - Controlling interactive programs in a pseudo-terminal like GNU expect. +* [:octocat: provy](https://github.com/python-provy/provy) - :star: 108 :fork_and_knife: 20 - An easy-to-use provisioning system in Python. +* [:octocat: psutil](https://github.com/giampaolo/psutil) - :star: 2102 :fork_and_knife: 363 - A cross-platform process and system utilities module. +* [:octocat: supervisor](https://github.com/Supervisor/supervisor) - :star: 2925 :fork_and_knife: 584 - Supervisor process control system for UNIX. ## Job Scheduler *Libraries for scheduling jobs.* * [:earth_americas: APScheduler](http://apscheduler.readthedocs.org/) - A light but powerful in-process task scheduler that lets you schedule functions. -* [:octocat: django-schedule](https://github.com/thauber/django-schedule) - :star: 657 :fork_and_knife: 265 - A calendaring app for Django. +* [:octocat: django-schedule](https://github.com/thauber/django-schedule) - :star: 661 :fork_and_knife: 264 - A calendaring app for Django. * [:earth_americas: doit](http://pydoit.org/) - A task runner/build tool. * [:earth_americas: Joblib](http://pythonhosted.org/joblib/index.html) - A set of tools to provide lightweight pipelining in Python. -* [:octocat: Plan](https://github.com/fengsp/plan) - :star: 931 :fork_and_knife: 66 - Writing crontab file in Python like a charm. -* [:octocat: schedule](https://github.com/dbader/schedule) - :star: 2529 :fork_and_knife: 253 - Python job scheduling for humans. -* [:octocat: Spiff](https://github.com/knipknap/SpiffWorkflow) - :star: 385 :fork_and_knife: 94 - A powerful workflow engine implemented in pure Python. +* [:octocat: Plan](https://github.com/fengsp/plan) - :star: 939 :fork_and_knife: 68 - Writing crontab file in Python like a charm. +* [:octocat: schedule](https://github.com/dbader/schedule) - :star: 2609 :fork_and_knife: 266 - Python job scheduling for humans. +* [:octocat: Spiff](https://github.com/knipknap/SpiffWorkflow) - :star: 389 :fork_and_knife: 96 - A powerful workflow engine implemented in pure Python. * [:earth_americas: TaskFlow](http://docs.openstack.org/developer/taskflow/) - A Python library that helps to make task execution easy, consistent and reliable. ## Foreign Function Interface @@ -1061,7 +1061,7 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:earth_americas: Cython](http://cython.org/) - Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains. * [:earth_americas: PyPy](http://pypy.org/) - An implementation of Python in Python. The interpreter uses black magic to make Python very fast without having to add in additional type information. -* [:octocat: Pyston](https://github.com/dropbox/pyston) - :star: 4050 :fork_and_knife: 278 - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance. +* [:octocat: Pyston](https://github.com/dropbox/pyston) - :star: 4097 :fork_and_knife: 277 - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance. * [:earth_americas: Stackless Python](http://www.stackless.com/) - An enhanced version of the Python. ## Microsoft Windows @@ -1070,7 +1070,7 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:earth_americas: Python(x,y)](https://code.google.com/p/pythonxy/) - Scientific-applications-oriented Python Distribution based on Qt and Spyder. * [:earth_americas: pythonlibs](http://www.lfd.uci.edu/~gohlke/pythonlibs/) - Unofficial Windows binaries for Python extension packages. -* [:octocat: PythonNet](https://github.com/pythonnet/pythonnet) - :star: 263 :fork_and_knife: 83 - Python Integration with the .NET Common Language Runtime (CLR). +* [:octocat: PythonNet](https://github.com/pythonnet/pythonnet) - :star: 283 :fork_and_knife: 88 - Python Integration with the .NET Common Language Runtime (CLR). * [:earth_americas: PyWin32](http://sourceforge.net/projects/pywin32/) - Python Extensions for Windows. * [:earth_americas: WinPython](https://winpython.github.io/) - Portable development environment for Windows 7/8. @@ -1089,7 +1089,7 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:earth_americas: ino](http://inotool.org/) - Command line toolkit for working with [Arduino](http://www.arduino.cc/). * [:earth_americas: Pyro](http://pyrorobotics.com/) - Python Robotics. -* [:octocat: PyUserInput](https://github.com/SavinaRoja/PyUserInput) - :star: 472 :fork_and_knife: 118 - A module for cross-platform control of the mouse and keyboard. +* [:octocat: PyUserInput](https://github.com/SavinaRoja/PyUserInput) - :star: 483 :fork_and_knife: 125 - A module for cross-platform control of the mouse and keyboard. * [:earth_americas: scapy](http://www.secdev.org/projects/scapy/) - A brilliant packet manipulation library. * [:earth_americas: wifi](https://wifi.readthedocs.org/) - A Python library and command line tool for working with WiFi on Linux. @@ -1098,40 +1098,40 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries for migrating from Python 2 to 3.* * [:earth_americas: Python-Future](http://python-future.org/index.html) - The missing compatibility layer between Python 2 and Python 3. -* [:octocat: Python-Modernize](https://github.com/mitsuhiko/python-modernize) - :star: 423 :fork_and_knife: 34 - Modernizes Python code for eventual Python 3 migration. +* [:octocat: Python-Modernize](https://github.com/mitsuhiko/python-modernize) - :star: 426 :fork_and_knife: 33 - Modernizes Python code for eventual Python 3 migration. * [:earth_americas: Six](https://pypi.python.org/pypi/six) - Python 2 and 3 compatibility utilities. ## Miscellaneous *Useful libraries or tools that don't fit in the categories above.* -* [:octocat: blinker](https://github.com/jek/blinker) - :star: 446 :fork_and_knife: 60 - A fast Python in-process signal/event dispatching system. -* [:octocat: itsdangerous](https://github.com/mitsuhiko/itsdangerous) - :star: 1028 :fork_and_knife: 87 - Various helpers to pass trusted data to untrusted environments. -* [:octocat: pluginbase](https://github.com/mitsuhiko/pluginbase) - :star: 433 :fork_and_knife: 46 - A simple but flexible plugin system for Python. -* [:octocat: Pychievements](https://github.com/PacketPerception/pychievements) - :star: 78 :fork_and_knife: 3 - A framework for creating and tracking achievements. +* [:octocat: blinker](https://github.com/jek/blinker) - :star: 467 :fork_and_knife: 60 - A fast Python in-process signal/event dispatching system. +* [:octocat: itsdangerous](https://github.com/mitsuhiko/itsdangerous) - :star: 1055 :fork_and_knife: 92 - Various helpers to pass trusted data to untrusted environments. +* [:octocat: pluginbase](https://github.com/mitsuhiko/pluginbase) - :star: 481 :fork_and_knife: 64 - A simple but flexible plugin system for Python. +* [:octocat: Pychievements](https://github.com/PacketPerception/pychievements) - :star: 79 :fork_and_knife: 3 - A framework for creating and tracking achievements. ## Algorithms and Design Patterns *Python implementation of algorithms and design patterns.* -* [:octocat: algorithms](https://github.com/nryoung/algorithms) - :star: 1745 :fork_and_knife: 448 - A module of algorithms for Python. -* [:octocat: python-patterns](https://github.com/faif/python-patterns) - :star: 9677 :fork_and_knife: 2314 - A collection of design patterns in Python. +* [:octocat: algorithms](https://github.com/nryoung/algorithms) - :star: 1810 :fork_and_knife: 470 - A module of algorithms for Python. +* [:octocat: python-patterns](https://github.com/faif/python-patterns) - :star: 9912 :fork_and_knife: 2388 - A collection of design patterns in Python. ## Editor Plugins *Plugins for editors and IDEs.* * Emacs - * [:octocat: Elpy](https://github.com/jorgenschaefer/elpy) - :star: 819 :fork_and_knife: 117 - Emacs Python Development Environment. + * [:octocat: Elpy](https://github.com/jorgenschaefer/elpy) - :star: 835 :fork_and_knife: 119 - Emacs Python Development Environment. * Sublime Text - * [:octocat: SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - :star: 670 :fork_and_knife: 72 - A Sublime Text plugin to the awesome auto-complete library Jedi. - * [:octocat: Anaconda](https://github.com/DamnWidget/anaconda) - :star: 1237 :fork_and_knife: 134 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. + * [:octocat: SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - :star: 675 :fork_and_knife: 70 - A Sublime Text plugin to the awesome auto-complete library Jedi. + * [:octocat: Anaconda](https://github.com/DamnWidget/anaconda) - :star: 1278 :fork_and_knife: 136 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. * Vim - * [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - :star: 12184 :fork_and_knife: 1417 - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. - * [:octocat: Jedi-vim](https://github.com/davidhalter/jedi-vim) - :star: 2560 :fork_and_knife: 219 - Vim bindings for the Jedi auto-completion library for Python. - * [:octocat: Python-mode](https://github.com/klen/python-mode) - :star: 3208 :fork_and_knife: 657 - An all in one plugin for turning Vim into a Python IDE. + * [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - :star: 12423 :fork_and_knife: 1459 - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. + * [:octocat: Jedi-vim](https://github.com/davidhalter/jedi-vim) - :star: 2597 :fork_and_knife: 228 - Vim bindings for the Jedi auto-completion library for Python. + * [:octocat: Python-mode](https://github.com/klen/python-mode) - :star: 3239 :fork_and_knife: 670 - An all in one plugin for turning Vim into a Python IDE. * Visual Studio - * [:octocat: PTVS](https://github.com/Microsoft/PTVS) - :star: 1313 :fork_and_knife: 347 - Python Tools for Visual Studio. + * [:octocat: PTVS](https://github.com/Microsoft/PTVS) - :star: 1349 :fork_and_knife: 352 - Python Tools for Visual Studio. ## IDEs @@ -1140,7 +1140,7 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:earth_americas: PyCharm](https://www.jetbrains.com/pycharm/) - Commercial Python IDE by JetBrains. Has free community edition available. * [:earth_americas: Komodo](http://komodoide.com/) - Commercial polyglot IDE with support for Python. * [:earth_americas: LiClipse](http://www.liclipse.com/) - Free polyglot IDE based on Eclipse. Uses PyDev for Python support. -* [:octocat: Spyder](https://github.com/spyder-ide/spyder) - :star: 1516 :fork_and_knife: 365 - Open Source Python IDE. +* [:octocat: Spyder](https://github.com/spyder-ide/spyder) - :star: 1624 :fork_and_knife: 389 - Open Source Python IDE. * [:earth_americas: WingIDE](http://wingide.com/) - Commercial IDE for Python. # Services @@ -1198,9 +1198,9 @@ List of lists. * Python * [:octocat: pycrumbs](https://github.com/kirang89/pycrumbs/blob/master/pycrumbs.md) - * [:octocat: python-github-projects](https://github.com/checkcheckzz/python-github-projects) - :star: 283 :fork_and_knife: 52 - * [:octocat: python_reference](https://github.com/rasbt/python_reference) - :star: 1685 :fork_and_knife: 349 - * [:octocat: pythonidae](https://github.com/svaksha/pythonidae) - :star: 422 :fork_and_knife: 80 + * [:octocat: python-github-projects](https://github.com/checkcheckzz/python-github-projects) - :star: 291 :fork_and_knife: 59 + * [:octocat: python_reference](https://github.com/rasbt/python_reference) - :star: 1702 :fork_and_knife: 356 + * [:octocat: pythonidae](https://github.com/svaksha/pythonidae) - :star: 485 :fork_and_knife: 103 * Monty - * [:octocat: awesome](https://github.com/sindresorhus/awesome) - :star: 45779 :fork_and_knife: 5471 - * [:octocat: lists](https://github.com/jnv/lists) - :star: 3956 :fork_and_knife: 301 + * [:octocat: awesome](https://github.com/sindresorhus/awesome) - :star: 47521 :fork_and_knife: 5725 + * [:octocat: lists](https://github.com/jnv/lists) - :star: 3999 :fork_and_knife: 304