diff --git a/README.md b/README.md index 63b7729..5fdc225 100644 --- a/README.md +++ b/README.md @@ -103,7 +103,7 @@ 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) - Dead simple interactive Python version management. :star: 487 :fork_and_knife: 14 -* [:octocat: pyenv](https://github.com/yyuu/pyenv) - Simple Python version management. :star: 3152 :fork_and_knife: 232 +* [:octocat: pyenv](https://github.com/yyuu/pyenv) - Simple Python version management. :star: 3156 :fork_and_knife: 232 * [: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) - Run a command in the named virtualenv. :star: 254 :fork_and_knife: 14 * [:earth_americas: virtualenv](https://pypi.python.org/pypi/virtualenv) - A tool to create isolated Python environments. @@ -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/) - Cross-platform, Python-agnostic binary package manager. :star: 474 :fork_and_knife: 159 +* [:octocat: conda](https://github.com/conda/conda/) - Cross-platform, Python-agnostic binary package manager. :star: 475 :fork_and_knife: 161 * [: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. @@ -133,7 +133,7 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries to create packaged executables for release distribution.* -* [:octocat: PyInstaller](https://github.com/pyinstaller/pyinstaller) - Converts Python programs into stand-alone executables (cross-platform). :star: 1161 :fork_and_knife: 327 +* [:octocat: PyInstaller](https://github.com/pyinstaller/pyinstaller) - Converts Python programs into stand-alone executables (cross-platform). :star: 1169 :fork_and_knife: 328 * [: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). @@ -155,9 +155,9 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Interactive Python interpreters (REPL).* -* [:octocat: IPython](https://github.com/ipython/ipython) - A rich toolkit to help you make the most out of using Python interactively. :star: 7553 :fork_and_knife: 2228 +* [:octocat: IPython](https://github.com/ipython/ipython) - A rich toolkit to help you make the most out of using Python interactively. :star: 7565 :fork_and_knife: 2234 * [:earth_americas: bpython](http://bpython-interpreter.org) – A fancy interface to the Python interpreter. -* [:octocat: ptpython](https://github.com/jonathanslenders/ptpython) - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit). :star: 790 :fork_and_knife: 21 +* [:octocat: ptpython](https://github.com/jonathanslenders/ptpython) - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit). :star: 791 :fork_and_knife: 21 ## Files @@ -167,7 +167,7 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [: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) - A module wrapper for [os.path](https://docs.python.org/2/library/os.path.html). :star: 536 :fork_and_knife: 72 * [: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) - A Python interface to the libmagic file type identification library. :star: 522 :fork_and_knife: 84 +* [:octocat: python-magic](https://github.com/ahupp/python-magic) - A Python interface to the libmagic file type identification library. :star: 523 :fork_and_knife: 84 * [:octocat: Unipath](https://github.com/mikeorr/Unipath) - An object-oriented approach to file/directory operations. :star: 317 :fork_and_knife: 27 * [:octocat: watchdog](https://github.com/gorakhargosh/watchdog) - API and shell utilities to monitor file system events. :star: 1799 :fork_and_knife: 236 @@ -175,7 +175,7 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries for working with dates and times.* -* [:octocat: arrow](https://github.com/crsmithdev/arrow) - Better dates & times for Python. :star: 2520 :fork_and_knife: 214 +* [:octocat: arrow](https://github.com/crsmithdev/arrow) - Better dates & times for Python. :star: 2522 :fork_and_knife: 214 * [:octocat: Chronyk](https://github.com/KoffeinFlummi/Chronyk) - A Python 3 library for parsing human-written times and dates. :star: 202 :fork_and_knife: 7 * [: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/) - A library for clearing up the inconvenient truths that arise dealing with datetimes. :star: 843 :fork_and_knife: 49 @@ -189,21 +189,21 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries for parsing and manipulating plain texts.* * General - * [:octocat: chardet](https://github.com/chardet/chardet) - Python 2/3 compatible character encoding detector. :star: 375 :fork_and_knife: 62 + * [:octocat: chardet](https://github.com/chardet/chardet) - Python 2/3 compatible character encoding detector. :star: 375 :fork_and_knife: 63 * [: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) - Makes Unicode text less broken and more consistent automagically. :star: 1026 :fork_and_knife: 36 - * [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - Fuzzy String Matching. :star: 2000 :fork_and_knife: 176 + * [:octocat: fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - Fuzzy String Matching. :star: 2001 :fork_and_knife: 176 * [:octocat: Levenshtein](https://github.com/ztane/python-Levenshtein/) - Fast computation of Levenshtein distance and string similarity. :star: 151 :fork_and_knife: 32 * [:octocat: pangu.py](https://github.com/vinta/pangu.py) - Spacing texts for CJK and alphanumerics. :star: 30 :fork_and_knife: 6 * [:octocat: pyfiglet](https://github.com/pwaller/pyfiglet) - An implementation of figlet written in Python. :star: 117 :fork_and_knife: 12 - * [:octocat: shortuuid](https://github.com/stochastic-technologies/shortuuid) - A generator library for concise, unambiguous and URL-safe UUIDs. :star: 491 :fork_and_knife: 36 + * [:octocat: shortuuid](https://github.com/stochastic-technologies/shortuuid) - A generator library for concise, unambiguous and URL-safe UUIDs. :star: 493 :fork_and_knife: 36 * [:earth_americas: unidecode](https://pypi.python.org/pypi/Unidecode) - ASCII transliterations of Unicode text. * [:octocat: uniout](https://github.com/moskytw/uniout) - Print readable chars instead of the escaped string. :star: 72 :fork_and_knife: 6 * [:octocat: xpinyin](https://github.com/lxneng/xpinyin) - A library to translate Chinese hanzi (漢字) to pinyin (拼音). :star: 253 :fork_and_knife: 66 * Slugify * [:octocat: awesome-slugify](https://github.com/dimka665/awesome-slugify) - A Python slugify library that can preserve unicode. :star: 228 :fork_and_knife: 16 - * [:octocat: python-slugify](https://github.com/un33k/python-slugify) - A Python slugify library that translates unicode to ASCII. :star: 174 :fork_and_knife: 25 + * [:octocat: python-slugify](https://github.com/un33k/python-slugify) - A Python slugify library that translates unicode to ASCII. :star: 174 :fork_and_knife: 26 * [:octocat: unicode-slugify](https://github.com/mozilla/unicode-slugify) - A slugifier that generates unicode slugs with Django as a dependency. :star: 168 :fork_and_knife: 29 * Parser * [:octocat: phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - Parsing, formatting, storing and validating international phone numbers. :star: 981 :fork_and_knife: 127 @@ -219,35 +219,35 @@ 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) - A module for Tabular Datasets in XLS, CSV, JSON, YAML. :star: 1578 :fork_and_knife: 219 + * [:octocat: tablib](https://github.com/kennethreitz/tablib) - A module for Tabular Datasets in XLS, CSV, JSON, YAML. :star: 1577 :fork_and_knife: 219 * Office * [:octocat: Marmir](https://github.com/brianray/mm) - Takes Python data structures and turns them into spreadsheets. :star: 109 :fork_and_knife: 15 * [: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) - Reads, queries and modifies Microsoft Word 2007/2008 docx files. :star: 360 :fork_and_knife: 133 + * [:octocat: python-docx](https://github.com/python-openxml/python-docx) - Reads, queries and modifies Microsoft Word 2007/2008 docx files. :star: 365 :fork_and_knife: 132 * [:octocat: unoconv](https://github.com/dagwieers/unoconv) - Convert between any document format supported by LibreOffice/OpenOffice. :star: 592 :fork_and_knife: 196 * [: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) - Writing and reading data and formatting information from Excel files. :star: 438 :fork_and_knife: 154 * PDF - * [:octocat: PDFMiner](https://github.com/euske/pdfminer) - A tool for extracting information from PDF documents. :star: 1214 :fork_and_knife: 305 + * [:octocat: PDFMiner](https://github.com/euske/pdfminer) - A tool for extracting information from PDF documents. :star: 1217 :fork_and_knife: 304 * [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - A library capable of splitting, merging and transforming PDF pages. :star: 745 :fork_and_knife: 231 * [:earth_americas: ReportLab](http://www.reportlab.com/opensource/) - Allowing Rapid creation of rich PDF documents. * Markdown - * [:octocat: Mistune](https://github.com/lepture/mistune) - Fastest and full featured pure Python parsers of Markdown. :star: 474 :fork_and_knife: 34 + * [:octocat: Mistune](https://github.com/lepture/mistune) - Fastest and full featured pure Python parsers of Markdown. :star: 475 :fork_and_knife: 34 * [:octocat: Python-Markdown](https://github.com/waylan/Python-Markdown) - A Python implementation of John Gruber’s Markdown. :star: 766 :fork_and_knife: 215 * YAML * [:earth_americas: PyYAML](http://pyyaml.org/) - YAML implementations for Python. * CSV - * [:octocat: csvkit](https://github.com/onyxfish/csvkit) - Utilities for converting to and working with CSV. :star: 1690 :fork_and_knife: 260 + * [:octocat: csvkit](https://github.com/onyxfish/csvkit) - Utilities for converting to and working with CSV. :star: 1692 :fork_and_knife: 260 * Archive - * [:octocat: unp](https://github.com/mitsuhiko/unp) - A command line tool that can unpack archives easily. :star: 208 :fork_and_knife: 8 + * [:octocat: unp](https://github.com/mitsuhiko/unp) - A command line tool that can unpack archives easily. :star: 209 :fork_and_knife: 8 ## 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) - Chinese Words Segmentation Utilities. :star: 3744 :fork_and_knife: 1168 +* [:octocat: jieba](https://github.com/fxsjy/jieba) - Chinese Words Segmentation Utilities. :star: 3745 :fork_and_knife: 1171 * [:octocat: langid.py](https://github.com/saffsd/langid.py) - Stand-alone language identification system. :star: 434 :fork_and_knife: 79 * [:earth_americas: Pattern](http://www.clips.ua.ac.be/pattern) - A web mining module for the Python. * [:octocat: SnowNLP](https://github.com/isnowfy/snownlp) - A library for processing Chinese text. :star: 1030 :fork_and_knife: 270 @@ -288,24 +288,24 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [: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) - A Library for building powerful interactive command lines. :star: 1715 :fork_and_knife: 78 * Productivity Tools - * [:octocat: bashplotlib](https://github.com/glamp/bashplotlib) - Making basic plots in the terminal. It's a quick way to visualize data without GUI. :star: 318 :fork_and_knife: 24 + * [:octocat: bashplotlib](https://github.com/glamp/bashplotlib) - Making basic plots in the terminal. It's a quick way to visualize data without GUI. :star: 319 :fork_and_knife: 24 * [:octocat: caniusepython3](https://github.com/brettcannon/caniusepython3) - Determine what projects are blocking you from porting to Python 3. :star: 208 :fork_and_knife: 20 - * [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. :star: 2329 :fork_and_knife: 286 + * [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects. :star: 2340 :fork_and_knife: 286 * [:octocat: doitlive](https://github.com/sloria/doitlive) - A tool for live presentations in the terminal. :star: 596 :fork_and_knife: 17 - * [:octocat: httpie](https://github.com/jakubroztocil/httpie) - A command line HTTP client, a user-friendly cURL replacement. :star: 17993 :fork_and_knife: 1023 - * [:octocat: PathPicker](https://github.com/facebook/PathPicker) - Select files out of bash output. :star: 2529 :fork_and_knife: 120 - * [:octocat: percol](https://github.com/mooz/percol) - Adds flavor of interactive selection to the traditional pipe concept on UNIX. :star: 1787 :fork_and_knife: 72 + * [:octocat: httpie](https://github.com/jakubroztocil/httpie) - A command line HTTP client, a user-friendly cURL replacement. :star: 18013 :fork_and_knife: 1023 + * [:octocat: PathPicker](https://github.com/facebook/PathPicker) - Select files out of bash output. :star: 2528 :fork_and_knife: 121 + * [:octocat: percol](https://github.com/mooz/percol) - Adds flavor of interactive selection to the traditional pipe concept on UNIX. :star: 1788 :fork_and_knife: 72 * [:earth_americas: RainbowStream](http://www.rainbowstream.org/) - Smart and nice Twitter client on terminal. - * [:octocat: thefuck](https://github.com/nvbn/thefuck) - Correcting your previous console command. :star: 13909 :fork_and_knife: 656 + * [:octocat: thefuck](https://github.com/nvbn/thefuck) - Correcting your previous console command. :star: 13939 :fork_and_knife: 658 ## Downloader *Libraries for downloading.* -* [:octocat: coursera](https://github.com/coursera-dl/coursera) - Script for downloading Coursera.org videos and naming them. :star: 2487 :fork_and_knife: 912 -* [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - A command line tool for managing Amazon S3 and CloudFront. :star: 1570 :fork_and_knife: 521 +* [:octocat: coursera](https://github.com/coursera-dl/coursera) - Script for downloading Coursera.org videos and naming them. :star: 2494 :fork_and_knife: 914 +* [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - A command line tool for managing Amazon S3 and CloudFront. :star: 1571 :fork_and_knife: 521 * [:octocat: s4cmd](https://github.com/bloomreach/s4cmd) - Super S3 command line tool, good for higher performance. :star: 282 :fork_and_knife: 55 -* [:octocat: subliminal](https://github.com/Diaoul/subliminal) - Library and command line tool to search and download subtitles. :star: 778 :fork_and_knife: 182 +* [:octocat: subliminal](https://github.com/Diaoul/subliminal) - Library and command line tool to search and download subtitles. :star: 780 :fork_and_knife: 183 * [:octocat: WikiTeam](https://github.com/WikiTeam/wikiteam) - Tools for downloading and preserving wikis. :star: 79 :fork_and_knife: 27 * [: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. @@ -323,15 +323,15 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:octocat: python-qrcode](https://github.com/lincolnloop/python-qrcode) - A pure Python QR Code generator. :star: 727 :fork_and_knife: 169 * [:octocat: Quads](https://github.com/fogleman/Quads) - Computer art based on quadtrees. :star: 487 :fork_and_knife: 35 * [:earth_americas: scikit-image](http://scikit-image.org/) - A Python library for (scientific) image processing. -* [:octocat: thumbor](https://github.com/thumbor/thumbor) - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. :star: 3325 :fork_and_knife: 309 -* [:octocat: wand](https://github.com/dahlia/wand) - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick. :star: 483 :fork_and_knife: 113 +* [:octocat: thumbor](https://github.com/thumbor/thumbor) - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. :star: 3327 :fork_and_knife: 309 +* [:octocat: wand](https://github.com/dahlia/wand) - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick. :star: 484 :fork_and_knife: 115 ## OCR *Libraries for Optical Character Recognition.* -* [:octocat: pyocr](https://github.com/jflesch/pyocr) - A wrapper for Tesseract and Cuneiform. :star: 155 :fork_and_knife: 36 -* [:octocat: pytesseract](https://github.com/madmaze/pytesseract) - Another wrapper for Google Tesseract OCR. :star: 262 :fork_and_knife: 71 +* [:octocat: pyocr](https://github.com/jflesch/pyocr) - A wrapper for Tesseract and Cuneiform. :star: 157 :fork_and_knife: 36 +* [:octocat: pytesseract](https://github.com/madmaze/pytesseract) - Another wrapper for Google Tesseract OCR. :star: 281 :fork_and_knife: 71 * [: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 @@ -341,16 +341,16 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:octocat: audiolazy](https://github.com/danilobellini/audiolazy) - Expressive Digital Signal Processing (DSP) package for Python. :star: 187 :fork_and_knife: 17 * [:octocat: audioread](https://github.com/sampsyo/audioread) - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. :star: 78 :fork_and_knife: 21 * [:earth_americas: beets](http://beets.radbox.org/) - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger. -* [:octocat: dejavu](https://github.com/worldveil/dejavu) - Audio fingerprinting and recognition. :star: 1794 :fork_and_knife: 287 +* [:octocat: dejavu](https://github.com/worldveil/dejavu) - Audio fingerprinting and recognition. :star: 1795 :fork_and_knife: 287 * [:octocat: django-elastic-transcoder](https://github.com/StreetVoice/django-elastic-transcoder) - Django + [Amazon Elastic Transcoder](http://aws.amazon.com/elastictranscoder/). :star: 17 :fork_and_knife: 10 * [: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) - A module for parsing m3u8 file. :star: 124 :fork_and_knife: 50 * [:earth_americas: mutagen](https://bitbucket.org/lazka/mutagen) - A Python module to handle audio metadata. -* [:octocat: pydub](https://github.com/jiaaro/pydub) - Manipulate audio with a simple and easy high level interface. :star: 1219 :fork_and_knife: 112 -* [:octocat: pyechonest](https://github.com/echonest/pyechonest) - Python client for the [Echo Nest](http://developer.echonest.com/docs/) API. :star: 486 :fork_and_knife: 898 +* [:octocat: pydub](https://github.com/jiaaro/pydub) - Manipulate audio with a simple and easy high level interface. :star: 1220 :fork_and_knife: 112 +* [:octocat: pyechonest](https://github.com/echonest/pyechonest) - Python client for the [Echo Nest](http://developer.echonest.com/docs/) API. :star: 486 :fork_and_knife: 900 * [:earth_americas: talkbox](http://scikits.appspot.com/talkbox) - A Python library for speech/signal processing. -* [:octocat: TimeSide](https://github.com/yomguy/TimeSide) - Open web audio processing framework. :star: 128 :fork_and_knife: 14 +* [:octocat: TimeSide](https://github.com/yomguy/TimeSide) - Open web audio processing framework. :star: 130 :fork_and_knife: 14 * [:octocat: tinytag](https://github.com/devsnd/tinytag) - A library for reading music meta data of MP3, OGG, FLAC and Wave files. :star: 136 :fork_and_knife: 14 ## Video @@ -368,8 +368,8 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [: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) - Python API for MaxMind GeoIP Legacy Database. :star: 104 :fork_and_knife: 30 * [:octocat: geojson](https://github.com/frewsxcv/python-geojson) - Python bindings and utilities for GeoJSON. :star: 163 :fork_and_knife: 26 -* [:octocat: geopy](https://github.com/geopy/geopy) - Python Geocoding Toolbox. :star: 859 :fork_and_knife: 225 -* [:octocat: pygeoip](https://github.com/appliedsec/pygeoip) - Pure Python GeoIP API. :star: 376 :fork_and_knife: 81 +* [:octocat: geopy](https://github.com/geopy/geopy) - Python Geocoding Toolbox. :star: 861 :fork_and_knife: 226 +* [:octocat: pygeoip](https://github.com/appliedsec/pygeoip) - Pure Python GeoIP API. :star: 376 :fork_and_knife: 82 * [:octocat: django-countries](https://github.com/SmileyChris/django-countries) - A Django app that provides country choices for use with forms, flag icons static files, and a country field for models. :star: 184 :fork_and_knife: 68 ## HTTP @@ -377,10 +377,10 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries for working with HTTP.* * [:earth_americas: requests](http://docs.python-requests.org/) - HTTP Requests for Humans™. -* [:octocat: grequests](https://github.com/kennethreitz/grequests) - requests + gevent for asynchronous HTTP requests. :star: 1117 :fork_and_knife: 133 -* [:octocat: httplib2](https://github.com/jcgregorio/httplib2) - Comprehensive HTTP client library. :star: 289 :fork_and_knife: 142 -* [:octocat: treq](https://github.com/dreid/treq) - Python requests like API built on top of Twisted's HTTP client. :star: 208 :fork_and_knife: 59 -* [:octocat: urllib3](https://github.com/shazow/urllib3) - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. :star: 910 :fork_and_knife: 276 +* [:octocat: grequests](https://github.com/kennethreitz/grequests) - requests + gevent for asynchronous HTTP requests. :star: 1119 :fork_and_knife: 133 +* [:octocat: httplib2](https://github.com/jcgregorio/httplib2) - Comprehensive HTTP client library. :star: 290 :fork_and_knife: 142 +* [:octocat: treq](https://github.com/dreid/treq) - Python requests like API built on top of Twisted's HTTP client. :star: 210 :fork_and_knife: 59 +* [:octocat: urllib3](https://github.com/shazow/urllib3) - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. :star: 910 :fork_and_knife: 277 ## 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) - A tiny, document-oriented database. :star: 533 :fork_and_knife: 39 +* [:octocat: TinyDB](https://github.com/msiemens/tinydb) - A tiny, document-oriented database. :star: 534 :fork_and_knife: 39 * [:earth_americas: ZODB](http://www.zodb.org/) - A native object database for Python. A key-value and object graph database. ## Database Drivers @@ -397,14 +397,14 @@ 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) - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL. :star: 1549 :fork_and_knife: 98 + * [:octocat: dataset](https://github.com/pudo/dataset) - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL. :star: 1551 :fork_and_knife: 98 * [: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) - mysql-python fork supporting Python 3. :star: 173 :fork_and_knife: 20 + * [:octocat: mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - mysql-python fork supporting Python 3. :star: 173 :fork_and_knife: 19 * [: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) - Pure Python MySQL driver compatible to mysql-python. :star: 1224 :fork_and_knife: 292 - * [:octocat: queries](https://github.com/gmr/queries) - A wrapper of the psycopg2 library for interacting with PostgreSQL. :star: 110 :fork_and_knife: 7 + * [:octocat: queries](https://github.com/gmr/queries) - A wrapper of the psycopg2 library for interacting with PostgreSQL. :star: 111 :fork_and_knife: 7 * [: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) - Python driver for Cassandra. :star: 403 :fork_and_knife: 195 @@ -413,7 +413,7 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:earth_americas: py2neo](http://book.py2neo.org/) - Python wrapper client for Neo4j's restful interface. * [:octocat: pycassa](https://github.com/pycassa/pycassa) - Python Thrift driver for Cassandra. :star: 488 :fork_and_knife: 133 * [: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) - The Redis Python Client. :star: 3582 :fork_and_knife: 881 + * [:octocat: redis-py](https://github.com/andymccurdy/redis-py) - The Redis Python Client. :star: 3584 :fork_and_knife: 883 * [:octocat: telephus](https://github.com/driftx/Telephus) - Twisted based client for Cassandra. :star: 90 :fork_and_knife: 32 * [:octocat: txRedis](https://github.com/deldotdr/txRedis) - Twisted based client for Redis. :star: 96 :fork_and_knife: 30 @@ -425,7 +425,7 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [: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: 907 :fork_and_knife: 57 - * [:octocat: peewee](https://github.com/coleifer/peewee) - A small, expressive ORM. :star: 2212 :fork_and_knife: 361 + * [:octocat: peewee](https://github.com/coleifer/peewee) - A small, expressive ORM. :star: 2213 :fork_and_knife: 361 * [: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) - Django MongoDB Backend. :star: 573 :fork_and_knife: 176 @@ -433,7 +433,7 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:octocat: flywheel](https://github.com/mathcamp/flywheel) - Object mapper for Amazon DynamoDB. :star: 38 :fork_and_knife: 7 * [:earth_americas: MongoEngine](http://mongoengine.org/) - A Python Object-Document-Mapper for working with MongoDB. * [:octocat: hot-redis](https://github.com/stephenmcd/hot-redis) - Rich Python data types for Redis. :star: 156 :fork_and_knife: 9 - * [:octocat: redisco](https://github.com/kiddouk/redisco) - A Python Library for Simple Models and Containers Persisted in Redis. :star: 261 :fork_and_knife: 46 + * [:octocat: redisco](https://github.com/kiddouk/redisco) - A Python Library for Simple Models and Containers Persisted in Redis. :star: 262 :fork_and_knife: 46 * Others * [:octocat: butterdb](https://github.com/Widdershin/butterdb) - A Python ORM for Google Drive Spreadsheets. :star: 289 :fork_and_knife: 12 @@ -442,9 +442,9 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *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: 2756 :fork_and_knife: 427 + * [:octocat: awesome-django](https://github.com/rosarior/awesome-django) :star: 2757 :fork_and_knife: 427 * [:earth_americas: Flask](http://flask.pocoo.org/) - A microframework for Python. - * [:octocat: awesome-flask](https://github.com/humiaozuzu/awesome-flask) :star: 1500 :fork_and_knife: 193 + * [:octocat: awesome-flask](https://github.com/humiaozuzu/awesome-flask) :star: 1500 :fork_and_knife: 194 * [: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: 181 :fork_and_knife: 17 * [:earth_americas: Bluebream](http://bluebream.zope.org/) - An open-source web application server, framework and library, formerly known as Zope 3. @@ -505,7 +505,7 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:octocat: flask-api-utils](https://github.com/marselester/flask-api-utils) - Flask extension that takes care of API representation and authentication. :star: 20 :fork_and_knife: 2 * [: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) - REST API framework powered by Flask, MongoDB and good intentions. :star: 2615 :fork_and_knife: 358 -* [:octocat: sandman](https://github.com/jeffknupp/sandman) - Automated REST APIs for existing database-driven systems. :star: 2096 :fork_and_knife: 162 +* [:octocat: sandman](https://github.com/jeffknupp/sandman) - Automated REST APIs for existing database-driven systems. :star: 2098 :fork_and_knife: 162 * [: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/) - REST API building library (Django, and others) :star: 5 :fork_and_knife: 7 * [:octocat: ripozo](https://github.com/vertical-knowledge/ripozo) - Quickly creating REST/HATEOAS/Hypermedia APIs with extensions for Flask and Django. :star: 109 :fork_and_knife: 5 @@ -518,17 +518,17 @@ 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) - Authentication app for Django that "just works." :star: 1983 :fork_and_knife: 711 - * [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - OAuth2 goodies for the Djangonauts. :star: 556 :fork_and_knife: 175 - * [:octocat: django-oauth2-provider](https://github.com/caffeinehit/django-oauth2-provider) - Providing OAuth2 access to Django app. :star: 272 :fork_and_knife: 202 + * [:octocat: django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - OAuth2 goodies for the Djangonauts. :star: 557 :fork_and_knife: 175 + * [:octocat: django-oauth2-provider](https://github.com/caffeinehit/django-oauth2-provider) - Providing OAuth2 access to Django app. :star: 272 :fork_and_knife: 203 * [:octocat: Flask-OAuthlib](https://github.com/lepture/flask-oauthlib) - OAuth 1.0/a, 2.0 implementation of client and provider for Flask. :star: 551 :fork_and_knife: 159 * [:octocat: OAuthLib](https://github.com/idan/oauthlib) - A generic and thorough implementation of the OAuth request-signing logic. :star: 969 :fork_and_knife: 218 - * [:octocat: python-oauth2](https://github.com/simplegeo/python-oauth2) - A fully tested, abstract interface to creating OAuth clients and servers. :star: 2288 :fork_and_knife: 912 - * [:octocat: python-social-auth](https://github.com/omab/python-social-auth) - An easy-to-setup social authentication mechanism. :star: 1882 :fork_and_knife: 787 + * [:octocat: python-oauth2](https://github.com/simplegeo/python-oauth2) - A fully tested, abstract interface to creating OAuth clients and servers. :star: 2291 :fork_and_knife: 911 + * [:octocat: python-social-auth](https://github.com/omab/python-social-auth) - An easy-to-setup social authentication mechanism. :star: 1884 :fork_and_knife: 788 * [:octocat: rauth](https://github.com/litl/rauth) - A Python library for OAuth 1.0/a, 2.0, and Ofly. :star: 1370 :fork_and_knife: 140 - * [:octocat: sanction](https://github.com/demianbrecht/sanction) - A dead simple OAuth2 client implementation. :star: 136 :fork_and_knife: 33 + * [:octocat: sanction](https://github.com/demianbrecht/sanction) - A dead simple OAuth2 client implementation. :star: 137 :fork_and_knife: 33 * Others - * [:octocat: jose](https://github.com/demonware/jose) - JavaScript Object Signing and Encryption draft implementation. :star: 28 :fork_and_knife: 11 - * [:octocat: PyJWT](https://github.com/progrium/pyjwt) - Implementation of the JSON Web Token draft 01. :star: 535 :fork_and_knife: 90 + * [:octocat: jose](https://github.com/demonware/jose) - JavaScript Object Signing and Encryption draft implementation. :star: 29 :fork_and_knife: 11 + * [:octocat: PyJWT](https://github.com/progrium/pyjwt) - Implementation of the JSON Web Token draft 01. :star: 537 :fork_and_knife: 90 * [:octocat: python-jws](https://github.com/brianloveswords/python-jws) - Implementation of JSON Web Signatures draft 02. :star: 30 :fork_and_knife: 12 * [:octocat: python-jwt](https://github.com/davedoesdev/python-jwt) - Module for generating and verifying JSON Web Tokens. :star: 75 :fork_and_knife: 7 @@ -536,7 +536,7 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries and tools for templating and lexing.* -* [:octocat: Jinja2](https://github.com/mitsuhiko/jinja2) - A modern and designer friendly templating language. :star: 2730 :fork_and_knife: 562 +* [:octocat: Jinja2](https://github.com/mitsuhiko/jinja2) - A modern and designer friendly templating language. :star: 2732 :fork_and_knife: 562 * [: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. @@ -547,7 +547,7 @@ 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) - Little multi-threaded task queue. :star: 738 :fork_and_knife: 70 +* [:octocat: huey](https://github.com/coleifer/huey) - Little multi-threaded task queue. :star: 739 :fork_and_knife: 70 * [:octocat: mrq](https://github.com/pricingassistant/mrq) - Mr. Queue - A distributed worker task queue in Python using Redis & gevent. :star: 307 :fork_and_knife: 16 * [:earth_americas: rq](http://python-rq.org/) - Simple job queues for Python. * [:octocat: simpleq](https://github.com/rdegges/simpleq) - A simple, infinitely scalable, Amazon SQS based queue. :star: 88 :fork_and_knife: 5 @@ -556,9 +556,9 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries and software for indexing and performing search queries on data.* -* [:octocat: django-haystack](https://github.com/toastdriven/django-haystack) - Modular search for Django. :star: 1802 :fork_and_knife: 764 +* [:octocat: django-haystack](https://github.com/toastdriven/django-haystack) - Modular search for Django. :star: 1803 :fork_and_knife: 763 * [: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) - The official high-level Python client for Elasticsearch. :star: 528 :fork_and_knife: 123 +* [:octocat: elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - The official high-level Python client for Elasticsearch. :star: 530 :fork_and_knife: 123 * [: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. @@ -567,7 +567,7 @@ 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) - Generate generic activity streams from the actions on your site. :star: 910 :fork_and_knife: 274 -* [:octocat: Feedly](https://github.com/tschellenbach/Feedly) - A library to build newsfeed and notification systems using Cassandra and Redis. :star: 1763 :fork_and_knife: 209 +* [:octocat: Feedly](https://github.com/tschellenbach/Feedly) - A library to build newsfeed and notification systems using Cassandra and Redis. :star: 1766 :fork_and_knife: 209 ## Asset Management @@ -587,9 +587,9 @@ 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) - Automatic caching and invalidation for Django models. :star: 575 :fork_and_knife: 118 +* [:octocat: django-cache-machine](https://github.com/jbalogh/django-cache-machine) - Automatic caching and invalidation for Django models. :star: 576 :fork_and_knife: 118 * [:octocat: django-cacheops](https://github.com/Suor/django-cacheops) - A slick ORM cache with automatic granular event-driven invalidation. :star: 454 :fork_and_knife: 71 -* [:octocat: django-viewlet](https://github.com/5monkeys/django-viewlet) - Render template parts with extended cache control. :star: 53 :fork_and_knife: 8 +* [:octocat: django-viewlet](https://github.com/5monkeys/django-viewlet) - Render template parts with extended cache control. :star: 53 :fork_and_knife: 9 * [: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) - A caching framework for django applications. :star: 242 :fork_and_knife: 87 @@ -601,14 +601,14 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:octocat: django-celery-ses](https://github.com/StreetVoice/django-celery-ses) - Django email back end with AWS SES and Celery. :star: 14 :fork_and_knife: 2 * [:earth_americas: envelopes](http://tomekwojcik.github.io/envelopes/) - Mailing for human beings. -* [:octocat: flanker](https://github.com/mailgun/flanker) - A email address and Mime parsing library. :star: 823 :fork_and_knife: 74 -* [:octocat: imbox](https://github.com/martinrusev/imbox) - Python IMAP for Humans. :star: 582 :fork_and_knife: 70 +* [:octocat: flanker](https://github.com/mailgun/flanker) - A email address and Mime parsing library. :star: 823 :fork_and_knife: 75 +* [:octocat: imbox](https://github.com/martinrusev/imbox) - Python IMAP for Humans. :star: 582 :fork_and_knife: 71 * [:octocat: inbox.py](https://github.com/kennethreitz/inbox.py) - Python SMTP Server for Humans. :star: 1138 :fork_and_knife: 73 -* [:octocat: inbox](https://github.com/inboxapp/inbox) - The open source email toolkit. :star: 2260 :fork_and_knife: 188 -* [:octocat: lamson](https://github.com/zedshaw/lamson) - Pythonic SMTP Application Server. :star: 501 :fork_and_knife: 123 +* [:octocat: inbox](https://github.com/inboxapp/inbox) - The open source email toolkit. :star: 2346 :fork_and_knife: 194 +* [:octocat: lamson](https://github.com/zedshaw/lamson) - Pythonic SMTP Application Server. :star: 502 :fork_and_knife: 124 * [:octocat: mailjet](https://github.com/WoLpH/mailjet) - Mailjet API implementation for batch mailing, statistics and more. :star: 13 :fork_and_knife: 11 * [:octocat: marrow.mailer](https://github.com/marrow/marrow.mailer) - High-performance extensible mail delivery framework. :star: 87 :fork_and_knife: 22 -* [:octocat: modoboa](https://github.com/tonioo/modoboa) - A mail hosting and management platform including a modern and simplified Web UI. :star: 414 :fork_and_knife: 67 +* [:octocat: modoboa](https://github.com/tonioo/modoboa) - A mail hosting and management platform including a modern and simplified Web UI. :star: 414 :fork_and_knife: 68 * [:earth_americas: pyzmail](http://www.magiksys.net/pyzmail/) - Compose, send and parse emails. * [:octocat: Talon](https://github.com/mailgun/talon) - Mailgun library to extract message quotations and signatures. :star: 483 :fork_and_knife: 65 @@ -623,9 +623,9 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries for parsing URLs.* -* [:octocat: furl](https://github.com/gruns/furl) - A small Python library that makes manipulating URLs simple. :star: 820 :fork_and_knife: 53 +* [:octocat: furl](https://github.com/gruns/furl) - A small Python library that makes manipulating URLs simple. :star: 821 :fork_and_knife: 53 * [:octocat: purl](https://github.com/codeinthehole/purl) - A simple, immutable URL class with a clean API for interrogation and manipulation. :star: 129 :fork_and_knife: 17 -* [:octocat: pyshorteners](https://github.com/ellisonleao/pyshorteners) - A pure Python URL shortening lib. :star: 83 :fork_and_knife: 16 +* [:octocat: pyshorteners](https://github.com/ellisonleao/pyshorteners) - A pure Python URL shortening lib. :star: 84 :fork_and_knife: 16 * [:octocat: short_url](https://github.com/Alir3z4/python-short_url) - Python implementation for generating Tiny URL and bit.ly-like URLs. :star: 38 :fork_and_knife: 6 * [:octocat: webargs](https://github.com/sloria/webargs) - A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, and Pyramid. :star: 232 :fork_and_knife: 25 @@ -636,26 +636,26 @@ 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) - A standards-compliant library for parsing and serializing HTML documents and fragments. :star: 378 :fork_and_knife: 89 +* [:octocat: html5lib](https://github.com/html5lib/html5lib-python) - A standards-compliant library for parsing and serializing HTML documents and fragments. :star: 379 :fork_and_knife: 89 * [: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) - Implements a XML/HTML/XHTML Markup safe string for Python. :star: 93 :fork_and_knife: 40 -* [:octocat: pyquery](https://github.com/gawel/pyquery) - A jQuery-like library for parsing HTML. :star: 779 :fork_and_knife: 72 +* [:octocat: pyquery](https://github.com/gawel/pyquery) - A jQuery-like library for parsing HTML. :star: 781 :fork_and_knife: 72 * [:octocat: untangle](https://github.com/stchris/untangle) - Converts XML documents to Python objects for easy access. :star: 115 :fork_and_knife: 12 -* [:octocat: xhtml2pdf](https://github.com/chrisglass/xhtml2pdf) - HTML/CSS to PDF converter. :star: 1023 :fork_and_knife: 365 -* [:octocat: xmltodict](https://github.com/martinblech/xmltodict) - Working with XML feel like you are working with JSON. :star: 1753 :fork_and_knife: 160 +* [:octocat: xhtml2pdf](https://github.com/chrisglass/xhtml2pdf) - HTML/CSS to PDF converter. :star: 1023 :fork_and_knife: 366 +* [:octocat: xmltodict](https://github.com/martinblech/xmltodict) - Working with XML feel like you are working with JSON. :star: 1754 :fork_and_knife: 160 ## 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) - A distributed crawling framework. :star: 684 :fork_and_knife: 383 +* [:octocat: cola](https://github.com/chineking/cola) - A distributed crawling framework. :star: 685 :fork_and_knife: 383 * [:octocat: Demiurge](https://github.com/matiasb/demiurge) - PyQuery-based scraping micro-framework. :star: 22 :fork_and_knife: 2 * [: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) - A Python library for automating interaction with websites. :star: 1227 :fork_and_knife: 40 * [:octocat: portia](https://github.com/scrapinghub/portia) - Visual scraping for Scrapy. :star: 3439 :fork_and_knife: 476 -* [:octocat: pyspider](https://github.com/binux/pyspider) - A powerful spider system. :star: 5231 :fork_and_knife: 1228 +* [:octocat: pyspider](https://github.com/binux/pyspider) - A powerful spider system. :star: 5231 :fork_and_knife: 1230 * [:octocat: RoboBrowser](https://github.com/jmcarp/robobrowser) - A simple, Pythonic library for browsing the web without a standalone web browser. :star: 1082 :fork_and_knife: 80 ## Web Content Extracting @@ -664,22 +664,22 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:octocat: Haul](https://github.com/vinta/Haul) - An Extensible Image Crawler. :star: 35 :fork_and_knife: 7 * [:octocat: html2text](https://github.com/Alir3z4/html2text) - Convert HTML to Markdown-formatted text. :star: 138 :fork_and_knife: 34 -* [:octocat: lassie](https://github.com/michaelhelmick/lassie) - Web Content Retrieval for Humans. :star: 289 :fork_and_knife: 16 -* [:octocat: micawber](https://github.com/coleifer/micawber) - A small library for extracting rich content from URLs. :star: 266 :fork_and_knife: 41 -* [:octocat: newspaper](https://github.com/codelucas/newspaper) - News extraction, article extraction and content curation in Python. :star: 2537 :fork_and_knife: 314 +* [:octocat: lassie](https://github.com/michaelhelmick/lassie) - Web Content Retrieval for Humans. :star: 288 :fork_and_knife: 16 +* [:octocat: micawber](https://github.com/coleifer/micawber) - A small library for extracting rich content from URLs. :star: 267 :fork_and_knife: 41 +* [:octocat: newspaper](https://github.com/codelucas/newspaper) - News extraction, article extraction and content curation in Python. :star: 2543 :fork_and_knife: 315 * [:octocat: opengraph](https://github.com/erikriver/opengraph) - A Python module to parse the Open Graph Protocol :star: 58 :fork_and_knife: 35 -* [:octocat: python-goose](https://github.com/grangier/python-goose) - HTML Content/Article Extractor. :star: 1576 :fork_and_knife: 356 +* [:octocat: python-goose](https://github.com/grangier/python-goose) - HTML Content/Article Extractor. :star: 1578 :fork_and_knife: 356 * [:octocat: python-readability](https://github.com/buriy/python-readability) - Fast Python port of arc90's readability tool. :star: 749 :fork_and_knife: 157 * [:octocat: sanitize](https://github.com/Alir3z4/sanitize) - Bringing sanity to world of messed-up data. :star: 10 :fork_and_knife: 0 * [:octocat: sumy](https://github.com/miso-belica/sumy) - A module for automatic summarization of text documents and HTML pages. :star: 237 :fork_and_knife: 48 -* [:octocat: textract](https://github.com/deanmalmgren/textract) - Extract text from any document, Word, PowerPoint, PDFs, etc. :star: 1608 :fork_and_knife: 125 +* [:octocat: textract](https://github.com/deanmalmgren/textract) - Extract text from any document, Word, PowerPoint, PDFs, etc. :star: 1610 :fork_and_knife: 124 ## 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) - Bootstrap 3 integration with Django. :star: 1117 :fork_and_knife: 348 +* [:octocat: django-bootstrap3](https://github.com/dyve/django-bootstrap3) - Bootstrap 3 integration with Django. :star: 1122 :fork_and_knife: 350 * [: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) - A platform independent Django form serializer. :star: 137 :fork_and_knife: 61 * [:earth_americas: WTForms-JSON](http://wtforms-json.readthedocs.org/) - A WTForms extension for JSON data handling. @@ -695,7 +695,7 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:octocat: schema](https://github.com/halst/schema) - A library for validating Python data structures. :star: 636 :fork_and_knife: 60 * [:octocat: Schematics](https://github.com/schematics/schematics) - Data Structure Validation. :star: 1439 :fork_and_knife: 185 * [:octocat: valideer](https://github.com/podio/valideer) - Lightweight extensible data validation and adaptation library. :star: 143 :fork_and_knife: 7 -* [:octocat: voluptuous](https://github.com/alecthomas/voluptuous) - A Python data validation library. It is primarily intended for validating data coming into Python as JSON, YAML, etc. :star: 460 :fork_and_knife: 73 +* [:octocat: voluptuous](https://github.com/alecthomas/voluptuous) - A Python data validation library. It is primarily intended for validating data coming into Python as JSON, YAML, etc. :star: 461 :fork_and_knife: 73 ## Anti-spam @@ -708,7 +708,7 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries for tagging items.* -* [:octocat: django-taggit](https://github.com/alex/django-taggit) - Simple tagging for Django. :star: 1329 :fork_and_knife: 374 +* [:octocat: django-taggit](https://github.com/alex/django-taggit) - Simple tagging for Django. :star: 1332 :fork_and_knife: 374 ## Admin Panels @@ -716,11 +716,11 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:octocat: Ajenti](https://github.com/Eugeny/ajenti) - The admin panel your servers deserve. :star: 59 :fork_and_knife: 13 * [: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) - Drop-in replacement of Django admin comes with lots of goodies. :star: 1411 :fork_and_knife: 428 +* [:octocat: django-xadmin](https://github.com/sshwsfc/django-xadmin) - Drop-in replacement of Django admin comes with lots of goodies. :star: 1412 :fork_and_knife: 428 * [:octocat: flask-admin](https://github.com/mrjoes/flask-admin) - Simple and extensible administrative interface framework for Flask. :star: 21 :fork_and_knife: 6 -* [:octocat: flower](https://github.com/mher/flower) - Real-time monitor and web admin for Celery. :star: 1396 :fork_and_knife: 257 +* [:octocat: flower](https://github.com/mher/flower) - Real-time monitor and web admin for Celery. :star: 1398 :fork_and_knife: 258 * [:earth_americas: Grappelli](http://grappelliproject.com) – A jazzy skin for the Django Admin-Interface. -* [:octocat: Wooey](https://github.com/wooey/wooey) - A Django app which creates automatic web UIs for Python scripts. :star: 477 :fork_and_knife: 26 +* [:octocat: Wooey](https://github.com/wooey/wooey) - A Django app which creates automatic web UIs for Python scripts. :star: 479 :fork_and_knife: 26 ## Static Site Generator @@ -738,7 +738,7 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:octocat: envoy](https://github.com/kennethreitz/envoy) - Python [subprocess](https://docs.python.org/2/library/subprocess.html) for Humans™. :star: 1566 :fork_and_knife: 101 * [:earth_americas: sarge](http://sarge.readthedocs.org/) - Yet another wrapper for subprocess. -* [:octocat: sh](https://github.com/amoffat/sh) - A full-fledged subprocess replacement for Python. :star: 3064 :fork_and_knife: 250 +* [:octocat: sh](https://github.com/amoffat/sh) - A full-fledged subprocess replacement for Python. :star: 3065 :fork_and_knife: 250 ## Concurrency and Parallelism @@ -757,7 +757,7 @@ 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) - Event-driven concurrent framework for Python. :star: 1126 :fork_and_knife: 63 +* [:octocat: pulsar](https://github.com/quantmind/pulsar) - Event-driven concurrent framework for Python. :star: 1128 :fork_and_knife: 63 * [:octocat: diesel](https://github.com/jamwt/diesel) - Greenlet-based event I/O Framework for Python. :star: 509 :fork_and_knife: 51 * [:earth_americas: pyzmq](http://zeromq.github.io/pyzmq/) - A Python wrapper for the ZeroMQ message library. * [:octocat: txZMQ](https://github.com/smira/txZMQ) - Twisted based wrapper for the ZeroMQ message library. :star: 109 :fork_and_knife: 34 @@ -766,10 +766,10 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries for working with WebSocket.* -* [:octocat: AutobahnPython](https://github.com/tavendo/AutobahnPython) - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). :star: 882 :fork_and_knife: 280 +* [:octocat: AutobahnPython](https://github.com/tavendo/AutobahnPython) - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). :star: 882 :fork_and_knife: 279 * [:octocat: Crossbar](https://github.com/crossbario/crossbar/) - Open-source Unified Application Router (Websocket & WAMP for Python on Autobahn). :star: 702 :fork_and_knife: 82 * [:octocat: django-socketio](https://github.com/stephenmcd/django-socketio) - WebSockets for Django. :star: 789 :fork_and_knife: 150 -* [:octocat: WebSocket-for-Python](https://github.com/Lawouach/WebSocket-for-Python) - WebSocket client and server library for Python 2 and 3 as well as PyPy. :star: 599 :fork_and_knife: 139 +* [:octocat: WebSocket-for-Python](https://github.com/Lawouach/WebSocket-for-Python) - WebSocket client and server library for Python 2 and 3 as well as PyPy. :star: 601 :fork_and_knife: 139 ## WSGI Servers @@ -792,12 +792,12 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:octocat: SimpleJSONRPCServer](https://github.com/joshmarshall/jsonrpclib/) - This library is an implementation of the JSON-RPC specification. :star: 226 :fork_and_knife: 88 * [: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) - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/). :star: 1533 :fork_and_knife: 171 +* [:octocat: zeroRPC](https://github.com/dotcloud/zerorpc-python) - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/). :star: 1534 :fork_and_knife: 171 ## 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) - Implementation of [hashids](http://hashids.org) in Python. :star: 324 :fork_and_knife: 32 +* [:octocat: hashids](https://github.com/davidaurelio/hashids-python) - Implementation of [hashids](http://hashids.org) in Python. :star: 325 :fork_and_knife: 32 * [: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. @@ -808,13 +808,13 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *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) - Creating beautiful user-interfaces with Declaratic Syntax like QML. :star: 404 :fork_and_knife: 52 +* [:octocat: enaml](https://github.com/nucleic/enaml) - Creating beautiful user-interfaces with Declaratic Syntax like QML. :star: 405 :fork_and_knife: 52 * [: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) - A Python native, OS native GUI toolkit. :star: 685 :fork_and_knife: 47 +* [:octocat: Toga](https://github.com/pybee/toga) - A Python native, OS native GUI toolkit. :star: 686 :fork_and_knife: 47 * [: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. @@ -848,23 +848,23 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * Testing Frameworks * [: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) - A BDD framework for Python 3.3+. Inspired by C#'s `Machine.Specifications`. :star: 30 :fork_and_knife: 4 - * [:octocat: hypothesis](https://github.com/DRMacIver/hypothesis) - Hypothesis is an advanced Quickcheck style property based testing library. :star: 842 :fork_and_knife: 76 + * [:octocat: contexts](https://github.com/benjamin-hodgson/Contexts) - A BDD framework for Python 3.3+. Inspired by C#'s `Machine.Specifications`. :star: 31 :fork_and_knife: 4 + * [:octocat: hypothesis](https://github.com/DRMacIver/hypothesis) - Hypothesis is an advanced Quickcheck style property based testing library. :star: 845 :fork_and_knife: 76 * [: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) - PyAutoGUI is a cross-platform GUI automation Python module for human beings. :star: 262 :fork_and_knife: 34 + * [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - PyAutoGUI is a cross-platform GUI automation Python module for human beings. :star: 264 :fork_and_knife: 34 * [:octocat: pyshould](https://github.com/drslump/pyshould) - Should style asserts based on [PyHamcrest](https://github.com/hamcrest/PyHamcrest). :star: 26 :fork_and_knife: 7 * [: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) - A generic test automation framework. :star: 580 :fork_and_knife: 219 * 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) - Scalable user load testing tool written in Python. :star: 2775 :fork_and_knife: 347 - * [:octocat: sixpack](https://github.com/seatgeek/sixpack) - A language-agnostic A/B Testing framework. :star: 919 :fork_and_knife: 85 + * [:octocat: locust](https://github.com/locustio/locust) - Scalable user load testing tool written in Python. :star: 2779 :fork_and_knife: 346 + * [:octocat: sixpack](https://github.com/seatgeek/sixpack) - A language-agnostic A/B Testing framework. :star: 920 :fork_and_knife: 85 * [: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) - Travel through time by mocking the datetime module. :star: 561 :fork_and_knife: 53 + * [:octocat: freezegun](https://github.com/spulec/freezegun) - Travel through time by mocking the datetime module. :star: 561 :fork_and_knife: 54 * [:octocat: httmock](https://github.com/patrys/httmock) - A mocking library for requests for Python 2.6+ and 3.2+. :star: 216 :fork_and_knife: 21 * [:earth_americas: httpretty](http://falcao.it/HTTPretty/) - HTTP request mock tool for Python. * [:octocat: responses](https://github.com/dropbox/responses) - A utility library for mocking out the requests Python library. :star: 1057 :fork_and_knife: 79 @@ -880,7 +880,7 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:octocat: fake2db](https://github.com/emirozer/fake2db) - Fake database generator. :star: 1600 :fork_and_knife: 78 * [:earth_americas: radar](https://pypi.python.org/pypi/radar) - Generate random datetime / time. * Error Handler - * [:octocat: FuckIt.py](https://github.com/ajalt/fuckitpy) - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not. :star: 1849 :fork_and_knife: 67 + * [:octocat: FuckIt.py](https://github.com/ajalt/fuckitpy) - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not. :star: 1851 :fork_and_knife: 67 ## Code Analysis and Linter @@ -889,8 +889,8 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * Code Analysis * [:octocat: code2flow](https://github.com/scottrogowski/code2flow) - Turn your Python and JavaScript code into DOT flowcharts. :star: 183 :fork_and_knife: 21 - * [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - A library that visualises the flow (call graph) of your Python application. :star: 514 :fork_and_knife: 88 - * [:octocat: pysonar2](https://github.com/yinwang0/pysonar2) - A type inferencer and indexer for Python. :star: 1728 :fork_and_knife: 444 + * [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - A library that visualises the flow (call graph) of your Python application. :star: 515 :fork_and_knife: 88 + * [:octocat: pysonar2](https://github.com/yinwang0/pysonar2) - A type inferencer and indexer for Python. :star: 1731 :fork_and_knife: 444 * 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. @@ -906,11 +906,11 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:octocat: pyringe](https://github.com/google/pyringe) - Debugger capable of attaching to and injecting code into Python processes. :star: 1324 :fork_and_knife: 44 * [:octocat: wdb](https://github.com/Kozea/wdb) - An improbable web debugger through WebSockets. :star: 766 :fork_and_knife: 38 * [: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) - Display various debug information about the current request/response. :star: 3296 :fork_and_knife: 629 + * [:octocat: django-debug-toolbar](https://github.com/django-debug-toolbar/django-debug-toolbar) - Display various debug information about the current request/response. :star: 3295 :fork_and_knife: 629 * [:octocat: django-devserver](https://github.com/dcramer/django-devserver) - A drop-in replacement for Django's runserver. :star: 1082 :fork_and_knife: 114 * [:octocat: flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - A port of the django-debug-toolbar to flask. :star: 390 :fork_and_knife: 68 * Profiler - * [:octocat: line_profiler](https://github.com/rkern/line_profiler) - Line-by-line profiling. :star: 513 :fork_and_knife: 33 + * [:octocat: line_profiler](https://github.com/rkern/line_profiler) - Line-by-line profiling. :star: 514 :fork_and_knife: 34 * [:octocat: memory_profiler](https://github.com/fabianp/memory_profiler) - Monitor Memory usage of Python code. :star: 618 :fork_and_knife: 74 * [:octocat: profiling](https://github.com/what-studio/profiling) - An interactive Python profiler. :star: 2261 :fork_and_knife: 69 * Others @@ -938,16 +938,16 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:octocat: PyMC](https://github.com/pymc-devs/pymc3) - Markov Chain Monte Carlo sampling toolkit. :star: 1236 :fork_and_knife: 262 * [: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) - Statistical modeling and econometrics in Python. :star: 1140 :fork_and_knife: 498 -* [:octocat: SymPy](https://github.com/sympy/sympy) - A Python library for symbolic mathematics. :star: 2372 :fork_and_knife: 1161 -* [:octocat: zipline](https://github.com/quantopian/zipline) - A Pythonic algorithmic trading library. :star: 2578 :fork_and_knife: 700 +* [:octocat: statsmodels](https://github.com/statsmodels/statsmodels) - Statistical modeling and econometrics in Python. :star: 1141 :fork_and_knife: 502 +* [:octocat: SymPy](https://github.com/sympy/sympy) - A Python library for symbolic mathematics. :star: 2376 :fork_and_knife: 1162 +* [:octocat: zipline](https://github.com/quantopian/zipline) - A Pythonic algorithmic trading library. :star: 2580 :fork_and_knife: 702 ## 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) - Interactive Web Plotting for Python. :star: 3284 :fork_and_knife: 596 +* [:octocat: bokeh](https://github.com/ContinuumIO/bokeh) - Interactive Web Plotting for Python. :star: 3292 :fork_and_knife: 597 * [:octocat: ggplot](https://github.com/yhat/ggplot) - Same API as ggplot2 for R. :star: 2281 :fork_and_knife: 280 * [: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. @@ -968,13 +968,13 @@ 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) - A flexible, fast recommender engine. :star: 564 :fork_and_knife: 211 -* [:octocat: gensim](https://github.com/piskvorky/gensim) - Topic Modelling for Humans. :star: 1803 :fork_and_knife: 645 +* [:octocat: Crab](https://github.com/muricoca/crab) - A flexible, fast recommender engine. :star: 564 :fork_and_knife: 210 +* [:octocat: gensim](https://github.com/piskvorky/gensim) - Topic Modelling for Humans. :star: 1807 :fork_and_knife: 644 * [:octocat: hebel](https://github.com/hannes-brt/hebel) - GPU-Accelerated Deep Learning Library in Python. :star: 1103 :fork_and_knife: 95 -* [:octocat: NuPIC](https://github.com/numenta/nupic) - Numenta Platform for Intelligent Computing. :star: 3469 :fork_and_knife: 931 -* [:octocat: pattern](https://github.com/clips/pattern) - Web mining module for Python. :star: 3615 :fork_and_knife: 558 -* [:octocat: PyBrain](https://github.com/pybrain/pybrain) - Another Python Machine Learning Library. :star: 1430 :fork_and_knife: 444 -* [:octocat: Pylearn2](https://github.com/lisa-lab/pylearn2) - A Machine Learning library based on [Theano](https://github.com/Theano/Theano). :star: 1775 :fork_and_knife: 706 +* [:octocat: NuPIC](https://github.com/numenta/nupic) - Numenta Platform for Intelligent Computing. :star: 3473 :fork_and_knife: 930 +* [:octocat: pattern](https://github.com/clips/pattern) - Web mining module for Python. :star: 3615 :fork_and_knife: 559 +* [:octocat: PyBrain](https://github.com/pybrain/pybrain) - Another Python Machine Learning Library. :star: 1431 :fork_and_knife: 443 +* [:octocat: Pylearn2](https://github.com/lisa-lab/pylearn2) - A Machine Learning library based on [Theano](https://github.com/Theano/Theano). :star: 1776 :fork_and_knife: 706 * [:octocat: python-recsys](https://github.com/ocelma/python-recsys) - A Python library for implementing a Recommender System. :star: 450 :fork_and_knife: 192 * [: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) - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). :star: 107 :fork_and_knife: 27 @@ -983,12 +983,12 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Framworks and libraries for MapReduce.* -* [:octocat: dpark](https://github.com/douban/dpark) - Python clone of Spark, a MapReduce alike framework in Python. :star: 1458 :fork_and_knife: 345 +* [:octocat: dpark](https://github.com/douban/dpark) - Python clone of Spark, a MapReduce alike framework in Python. :star: 1457 :fork_and_knife: 345 * [:octocat: dumbo](https://github.com/klbostee/dumbo) - Python module that allows one to easily write and run Hadoop programs. :star: 952 :fork_and_knife: 154 -* [:octocat: luigi](https://github.com/spotify/luigi) - A module that helps you build complex pipelines of batch jobs. :star: 3300 :fork_and_knife: 593 -* [:octocat: mrjob](https://github.com/Yelp/mrjob) - Run MapReduce jobs on Hadoop or Amazon Web Services. :star: 1535 :fork_and_knife: 397 +* [:octocat: luigi](https://github.com/spotify/luigi) - A module that helps you build complex pipelines of batch jobs. :star: 3304 :fork_and_knife: 595 +* [:octocat: mrjob](https://github.com/Yelp/mrjob) - Run MapReduce jobs on Hadoop or Amazon Web Services. :star: 1536 :fork_and_knife: 397 * [:earth_americas: PySpark](http://spark.apache.org/docs/latest/programming-guide.html) - The Spark Python API. -* [:octocat: streamparse](https://github.com/Parsely/streamparse) - Run Python code against real-time streams of data. Integrates with [Apache Storm](https://storm.incubator.apache.org/). :star: 845 :fork_and_knife: 103 +* [:octocat: streamparse](https://github.com/Parsely/streamparse) - Run Python code against real-time streams of data. Integrates with [Apache Storm](https://storm.incubator.apache.org/). :star: 847 :fork_and_knife: 104 ## Functional Programming @@ -997,41 +997,41 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:octocat: CyToolz](https://github.com/pytoolz/cytoolz/) - Cython implementation of Toolz: High performance functional utilities. :star: 213 :fork_and_knife: 16 * [:octocat: fn.py](https://github.com/kachayev/fn.py) - Functional programming in Python: implementation of missing features to enjoy FP. :star: 1692 :fork_and_knife: 94 * [:octocat: funcy](https://github.com/Suor/funcy) - A fancy and practical functional tools. :star: 1201 :fork_and_knife: 61 -* [:octocat: Toolz](https://github.com/pytoolz/toolz) - A collection of functional utilities for iterators, functions, and dictionaries. :star: 884 :fork_and_knife: 69 +* [:octocat: Toolz](https://github.com/pytoolz/toolz) - A collection of functional utilities for iterators, functions, and dictionaries. :star: 886 :fork_and_knife: 69 ## 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) - Python interface to Amazon Web Services. :star: 5161 :fork_and_knife: 1859 +* [:octocat: boto](https://github.com/boto/boto) - Python interface to Amazon Web Services. :star: 5164 :fork_and_knife: 1861 * [:octocat: django-wordpress](https://github.com/sunlightlabs/django-wordpress/) - WordPress models and views for Django. :star: 192 :fork_and_knife: 41 -* [:octocat: facebook-sdk](https://github.com/pythonforfacebook/facebook-sdk) - Facebook Platform Python SDK. :star: 1471 :fork_and_knife: 539 +* [:octocat: facebook-sdk](https://github.com/pythonforfacebook/facebook-sdk) - Facebook Platform Python SDK. :star: 1474 :fork_and_knife: 540 * [:octocat: facepy](https://github.com/jgorset/facepy) - Facepy makes it really easy to interact with Facebook's Graph API :star: 390 :fork_and_knife: 119 -* [:octocat: gmail](https://github.com/charlierguo/gmail) - A Pythonic interface for Gmail. :star: 1144 :fork_and_knife: 180 -* [:octocat: google-api-python-client](https://github.com/google/google-api-python-client) - Google APIs Client Library for Python. :star: 614 :fork_and_knife: 231 -* [:octocat: gspread](https://github.com/burnash/gspread) - Google Spreadsheets Python API. :star: 1301 :fork_and_knife: 253 -* [:octocat: twython](https://github.com/ryanmcgrath/twython) - A Python wrapper for the Twitter API. :star: 1053 :fork_and_knife: 274 +* [:octocat: gmail](https://github.com/charlierguo/gmail) - A Pythonic interface for Gmail. :star: 1143 :fork_and_knife: 180 +* [:octocat: google-api-python-client](https://github.com/google/google-api-python-client) - Google APIs Client Library for Python. :star: 616 :fork_and_knife: 231 +* [:octocat: gspread](https://github.com/burnash/gspread) - Google Spreadsheets Python API. :star: 1304 :fork_and_knife: 253 +* [:octocat: twython](https://github.com/ryanmcgrath/twython) - A Python wrapper for the Twitter API. :star: 1054 :fork_and_knife: 274 ## DevOps Tools *Software and libraries for DevOps.* -* [:octocat: Ansible](https://github.com/ansible/ansible) - A radically simple IT automation platform. :star: 12939 :fork_and_knife: 3875 -* [:octocat: SaltStack](https://github.com/saltstack/salt) - Infrastructure automation and management system. :star: 5701 :fork_and_knife: 2436 +* [:octocat: Ansible](https://github.com/ansible/ansible) - A radically simple IT automation platform. :star: 12958 :fork_and_knife: 3878 +* [:octocat: SaltStack](https://github.com/saltstack/salt) - Infrastructure automation and management system. :star: 5703 :fork_and_knife: 2440 * [:earth_americas: Fabric](http://www.fabfile.org/) - A simple, Pythonic tool for remote execution and deployment. -* [:octocat: cuisine](https://github.com/sebastien/cuisine) - Chef-like functionality for Fabric. :star: 1121 :fork_and_knife: 137 +* [:octocat: cuisine](https://github.com/sebastien/cuisine) - Chef-like functionality for Fabric. :star: 1122 :fork_and_knife: 137 * [: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) - Tools for writing awesome Fabric files. :star: 881 :fork_and_knife: 180 +* [:octocat: Fabtools](https://github.com/ronnix/fabtools) - Tools for writing awesome Fabric files. :star: 882 :fork_and_knife: 181 * [:earth_americas: gitapi](http://bitbucket.org/haard/gitapi) - Pure-Python API for git. * [:octocat: gunnery](https://github.com/gunnery/gunnery) - Multipurpose task execution tool for distributed systems with web-based interface. :star: 559 :fork_and_knife: 50 * [:earth_americas: hgapi](http://bitbucket.org/haard/hgapi) - Pure-Python API for Mercurial. -* [:octocat: honcho](https://github.com/nickstenning/honcho) - A Python port of [Foreman](https://github.com/ddollar/foreman), a tool for managing Procfile-based applications. :star: 656 :fork_and_knife: 75 +* [:octocat: honcho](https://github.com/nickstenning/honcho) - A Python port of [Foreman](https://github.com/ddollar/foreman), a tool for managing Procfile-based applications. :star: 657 :fork_and_knife: 75 * [:earth_americas: OpenStack](http://www.openstack.org/) - Open source software for building private and public clouds. -* [:octocat: pexpect](https://github.com/pexpect/pexpect) - Controlling interactive programs in a pseudo-terminal like GNU expect. :star: 416 :fork_and_knife: 116 +* [:octocat: pexpect](https://github.com/pexpect/pexpect) - Controlling interactive programs in a pseudo-terminal like GNU expect. :star: 419 :fork_and_knife: 118 * [:octocat: provy](https://github.com/python-provy/provy) - An easy-to-use provisioning system in Python. :star: 103 :fork_and_knife: 19 -* [:octocat: psutil](https://github.com/giampaolo/psutil) - A cross-platform process and system utilities module. :star: 1038 :fork_and_knife: 164 -* [:octocat: supervisor](https://github.com/Supervisor/supervisor) - Supervisor process control system for UNIX. :star: 1968 :fork_and_knife: 417 +* [:octocat: psutil](https://github.com/giampaolo/psutil) - A cross-platform process and system utilities module. :star: 1040 :fork_and_knife: 164 +* [:octocat: supervisor](https://github.com/Supervisor/supervisor) - Supervisor process control system for UNIX. :star: 1972 :fork_and_knife: 418 ## Job Scheduler @@ -1041,8 +1041,8 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [:octocat: django-schedule](https://github.com/thauber/django-schedule) - A calendaring app for Django. :star: 602 :fork_and_knife: 248 * [: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) - Writing crontab file in Python like a charm. :star: 832 :fork_and_knife: 59 -* [:octocat: schedule](https://github.com/dbader/schedule) - Python job scheduling for humans. :star: 1433 :fork_and_knife: 118 +* [:octocat: Plan](https://github.com/fengsp/plan) - Writing crontab file in Python like a charm. :star: 833 :fork_and_knife: 59 +* [:octocat: schedule](https://github.com/dbader/schedule) - Python job scheduling for humans. :star: 1439 :fork_and_knife: 121 * [:octocat: Spiff](https://github.com/knipknap/SpiffWorkflow) - A powerful workflow engine implemented in pure Python. :star: 261 :fork_and_knife: 67 * [:earth_americas: TaskFlow](http://docs.openstack.org/developer/taskflow/) - A Python library that helps to make task execution easy, consistent and reliable. @@ -1114,24 +1114,24 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Python implementation of algorithms and design patterns.* -* [:octocat: algorithms](https://github.com/nryoung/algorithms) - A module of algorithms for Python. :star: 1162 :fork_and_knife: 287 -* [:octocat: python-patterns](https://github.com/faif/python-patterns) - A collection of design patterns in Python. :star: 6938 :fork_and_knife: 1622 +* [:octocat: algorithms](https://github.com/nryoung/algorithms) - A module of algorithms for Python. :star: 1164 :fork_and_knife: 288 +* [:octocat: python-patterns](https://github.com/faif/python-patterns) - A collection of design patterns in Python. :star: 6940 :fork_and_knife: 1624 ## Editor Plugins *Plugins for editors and IDEs.* * Emacs - * [:octocat: Elpy](https://github.com/jorgenschaefer/elpy) - Emacs Python Development Environment. :star: 538 :fork_and_knife: 80 + * [:octocat: Elpy](https://github.com/jorgenschaefer/elpy) - Emacs Python Development Environment. :star: 538 :fork_and_knife: 81 * Sublime Text - * [:octocat: SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - A Sublime Text plugin to the awesome auto-complete library Jedi. :star: 538 :fork_and_knife: 62 + * [:octocat: SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - A Sublime Text plugin to the awesome auto-complete library Jedi. :star: 539 :fork_and_knife: 62 * [:octocat: Anaconda](https://github.com/DamnWidget/anaconda) - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. :star: 841 :fork_and_knife: 80 * Vim - * [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. :star: 8667 :fork_and_knife: 992 - * [:octocat: Jedi-vim](https://github.com/davidhalter/jedi-vim) - Vim bindings for the Jedi auto-completion library for Python. :star: 1962 :fork_and_knife: 164 + * [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. :star: 8673 :fork_and_knife: 992 + * [:octocat: Jedi-vim](https://github.com/davidhalter/jedi-vim) - Vim bindings for the Jedi auto-completion library for Python. :star: 1963 :fork_and_knife: 165 * [:octocat: Python-mode](https://github.com/klen/python-mode) - An all in one plugin for turning Vim into a Python IDE. :star: 2652 :fork_and_knife: 551 * Visual Studio - * [:octocat: PTVS](https://github.com/Microsoft/PTVS) - Python Tools for Visual Studio. :star: 583 :fork_and_knife: 135 + * [:octocat: PTVS](https://github.com/Microsoft/PTVS) - Python Tools for Visual Studio. :star: 584 :fork_and_knife: 137 ## 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) - Open Source Python IDE. :star: 543 :fork_and_knife: 154 +* [:octocat: Spyder](https://github.com/spyder-ide/spyder) - Open Source Python IDE. :star: 546 :fork_and_knife: 154 * [:earth_americas: WingIDE](http://wingide.com/) - Commercial IDE for Python. # Services @@ -1199,11 +1199,11 @@ 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: 140 :fork_and_knife: 19 - * [:octocat: python_reference](https://github.com/rasbt/python_reference) :star: 1351 :fork_and_knife: 211 - * [:octocat: pythonidae](https://github.com/svaksha/pythonidae) :star: 257 :fork_and_knife: 50 + * [:octocat: python_reference](https://github.com/rasbt/python_reference) :star: 1354 :fork_and_knife: 211 + * [:octocat: pythonidae](https://github.com/svaksha/pythonidae) :star: 258 :fork_and_knife: 50 * Monty - * [:octocat: awesome](https://github.com/sindresorhus/awesome) :star: 19572 :fork_and_knife: 2017 - * [:octocat: lists](https://github.com/jnv/lists) :star: 3418 :fork_and_knife: 206 + * [:octocat: awesome](https://github.com/sindresorhus/awesome) :star: 19663 :fork_and_knife: 2028 + * [:octocat: lists](https://github.com/jnv/lists) :star: 3421 :fork_and_knife: 206 # [Contributing](https://github.com/vinta/awesome-python/blob/master/CONTRIBUTING.md)