diff --git a/README.md b/README.md index 1d56d9b1..ff0a252a 100644 --- a/README.md +++ b/README.md @@ -3,71 +3,71 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). - [Awesome Python](#awesome-python) - - [Admin Panels](#admin-panels) - - [Algorithms and Design Patterns](#algorithms-and-design-patterns) - - [Anti-spam](#anti-spam) - - [Asset Management](#asset-management) - - [Audio](#audio) - - [Authentication and OAuth](#authentication-and-oauth) - - [Build Tools](#build-tools) - - [Caching](#caching) - - [CMS](#cms) - - [Code Analysis and Linter](#code-analysis-and-linter) - - [Command-line Tools](#command-line-tools) - - [Configuration](#configuration) - - [Cryptography](#cryptography) - - [Data Validation](#data-validation) - - [Data Visualization](#data-visualization) - - [Database Drivers](#database-drivers) - - [Database](#database) - - [Date and Time](#date-and-time) - - [Debugging Tools](#debugging-tools) - - [DevOps Tools](#devops-tools) - - [Distribution](#distribution) - - [Documentation](#documentation) - - [Downloader](#downloader) - - [Editor Plugins](#editor-plugins) - - [Email](#email) - [Environment Management](#environment-management) + - [Package Management](#package-management) + - [Distribution](#distribution) - [Files](#files) - - [Foreign Function Interface](#foreign-function-interface) - - [Forms](#forms) - - [Game Development](#game-development) - - [Geolocation](#geolocation) - - [GUI](#gui) - - [High Performance](#high-performance) - - [HTML Manipulation](#html-manipulation) - - [HTTP](#http) + - [Date and Time](#date-and-time) + - [Text Processing](#text-processing) + - [Natural Language Processing](#natural-language-processing) + - [Configuration](#configuration) + - [Command-line Tools](#command-line-tools) + - [Documentation](#documentation) - [Imagery](#imagery) + - [Audio](#audio) + - [Video](#video) + - [Geolocation](#geolocation) + - [HTTP](#http) + - [Database](#database) + - [Database Drivers](#database-drivers) + - [ORM](#orm) + - [Web Frameworks](#web-frameworks) + - [CMS](#cms) + - [RESTful API](#restful-api) + - [Authentication and OAuth](#authentication-and-oauth) + - [Template Engine](#template-engine) + - [Queue](#queue) + - [Search](#search) + - [Asset Management](#asset-management) + - [Caching](#caching) + - [Email](#email) - [Internationalization](#internationalization) + - [URL Manipulation](#url-manipulation) + - [HTML Manipulation](#html-manipulation) + - [Web Crawling](#web-crawling) + - [Web Content Extracting](#web-content-extracting) + - [Downloader](#downloader) + - [Forms](#forms) + - [Data Validation](#data-validation) + - [Anti-spam](#anti-spam) + - [Tagging](#tagging) + - [Build Tools](#build-tools) + - [Admin Panels](#admin-panels) + - [Processes and Threads](#processes-and-threads) + - [Networking](#networking) + - [WebSocket](#websocket) + - [Cryptography](#cryptography) + - [GUI](#gui) + - [Game Development](#game-development) - [Logging](#logging) + - [Testing](#testing) + - [Code Analysis and Linter](#code-analysis-and-linter) + - [Debugging Tools](#debugging-tools) + - [Science and Data Analysis](#science-and-data-analysis) + - [Data Visualization](#data-visualization) - [Machine Learning](#machine-learning) - [MapReduce](#mapreduce) - - [Miscellaneous](#miscellaneous) - - [Natural Language Processing](#natural-language-processing) - - [Networking](#networking) - - [ORM](#orm) - - [Package Management](#package-management) - - [Processes and Threads](#processes-and-threads) - - [Queue](#queue) - - [RESTful API](#restful-api) - - [Science and Data Analysis](#science-and-data-analysis) - - [Search](#search) - - [Tagging](#tagging) - - [Template Engine](#template-engine) - - [Testing](#testing) - - [Text Processing](#text-processing) - [Third-party APIs](#third-party-apis) - - [URL Manipulation](#url-manipulation) - - [Video](#video) - - [Web Content Extracting](#web-content-extracting) - - [Web Crawling](#web-crawling) - - [Web Frameworks](#web-frameworks) - - [WebSocket](#websocket) + - [DevOps Tools](#devops-tools) + - [Foreign Function Interface](#foreign-function-interface) + - [High Performance](#high-performance) + - [Algorithms and Design Patterns](#algorithms-and-design-patterns) + - [Miscellaneous](#miscellaneous) + - [Editor Plugins](#editor-plugins) - [Resources](#resources) - - [Twitter](#twitter) - [Websites](#websites) - [Weekly](#weekly) + - [Twitter](#twitter) ## Environment Management @@ -89,20 +89,20 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries to create packaged executables for release distribution.* * [cx-Freeze](http://cx-freeze.readthedocs.org/) - Freezes Python scripts (cross-platform) -* [py2app](http://svn.pythonmac.org/py2app/py2app/trunk/doc/index.html) - Freezes Python scripts (Mac OS X) * [py2exe](http://www.py2exe.org/) - Freezes Python scripts (Windows) +* [py2app](http://svn.pythonmac.org/py2app/py2app/trunk/doc/index.html) - Freezes Python scripts (Mac OS X) ## Files *Libraries for file manipulation and MIME type detection.* -* [imghdr](https://docs.python.org/2/library/imghdr.html) - (Python standard library) Determine the type of an image. * [mimetypes](https://docs.python.org/2/library/mimetypes.html) - (Python standard library) Map filenames to MIME types. -* [path.py](https://github.com/jaraco/path.py) - A module wrapper for [os.path](https://docs.python.org/2/library/os.path.html). -* [pathlib](https://pathlib.readthedocs.org/en/pep428/) - An cross-platform, object-oriented path library (included in Python 3.4) +* [imghdr](https://docs.python.org/2/library/imghdr.html) - (Python standard library) Determine the type of an image. * [python-magic](https://github.com/ahupp/python-magic) - A Python interface to the libmagic file type identification library. -* [Unipath](https://github.com/mikeorr/Unipath) - An object-oriented approach to file/directory operations. +* [path.py](https://github.com/jaraco/path.py) - A module wrapper for [os.path](https://docs.python.org/2/library/os.path.html). * [watchdog](https://github.com/gorakhargosh/watchdog) - API and shell utilities to monitor file system events. +* [Unipath](https://github.com/mikeorr/Unipath) - An object-oriented approach to file/directory operations. +* [pathlib](https://pathlib.readthedocs.org/en/pep428/) - An cross-platform, object-oriented path library (included in Python 3.4) ## Date and Time @@ -111,58 +111,58 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [arrow](https://github.com/crsmithdev/arrow) - Better dates & times for Python. * [dateutil](https://pypi.python.org/pypi/python-dateutil) - Extensions to the standard Python [datetime](https://docs.python.org/2/library/datetime.html) module. * [delorean](https://github.com/myusuf3/delorean/) - A library for clearing up the inconvenient truths that arise dealing with datetimes in Python. -* [moment](https://github.com/zachwill/moment) - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/). * [when.py](https://github.com/dirn/When.py) - Providing user-friendly functions to help perform common date and time actions. +* [moment](https://github.com/zachwill/moment) - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/). ## Text Processing *Libraries for parsing and manipulating texts.* * General - * [chardet](https://github.com/chardet/chardet) - Python 2/3 compatible character encoding detector. * [difflib](https://docs.python.org/2/library/difflib.html) - (Python standard library) Helpers for computing deltas. - * [esmre](https://code.google.com/p/esmre/) - Regular expression accelerator. - * [fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - Fuzzy String Matching. * [Levenshtein](https://github.com/ztane/python-Levenshtein/) - Fast computation of Levenshtein distance and string similarity. - * [pangu.py](https://github.com/vinta/pangu.py) - Spacing texts. - * [python-slugify](https://github.com/un33k/python-slugify) - A Python slugify library that handles unicode. + * [fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - Fuzzy String Matching. + * [esmre](https://code.google.com/p/esmre/) - Regular expression accelerator. * [shortuuid](https://github.com/stochastic-technologies/shortuuid) - A generator library for concise, unambiguous and URL-safe UUIDs. + * [python-slugify](https://github.com/un33k/python-slugify) - A Python slugify library that handles unicode. * [unicode-slugify](https://github.com/mozilla/unicode-slugify) - A slugifier that generates unicode slugs. Developed by Mozilla. * [unidecode](https://pypi.python.org/pypi/Unidecode) - ASCII transliterations of Unicode text. + * [chardet](https://github.com/chardet/chardet) - Python 2/3 compatible character encoding detector. * [xpinyin](https://github.com/lxneng/xpinyin) - A library to translate chinese hanzi (漢字) to pinyin (拼音). + * [pangu.py](https://github.com/vinta/pangu.py) - Spacing texts. * Specific Format - * [PDFMiner](https://github.com/euske/pdfminer) - A tool for extracting information from PDF documents. - * [python-docx](https://github.com/mikemaccana/python-docx) - Reads, queries and modifies Microsoft Word 2007/2008 docx files. - * [PyYAML](http://pyyaml.org/) - YAML implementations for Python. * [tablib](https://github.com/kennethreitz/tablib) - A module for Tabular Datasets in XLS, CSV, JSON, YAML. - * [XlsxWriter](https://xlsxwriter.readthedocs.org/) - A Python module for creating Excel .xlsx files. + * [python-docx](https://github.com/mikemaccana/python-docx) - Reads, queries and modifies Microsoft Word 2007/2008 docx files. * [xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - Packages is for writing and reading data and formatting information from Excel files. + * [XlsxWriter](https://xlsxwriter.readthedocs.org/) - A Python module for creating Excel .xlsx files. + * [PDFMiner](https://github.com/euske/pdfminer) - A tool for extracting information from PDF documents. + * [PyYAML](http://pyyaml.org/) - YAML implementations for Python. * Parser * [phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - Library for parsing, formatting, storing and validating international phone numbers. + * [python-user-agents](https://github.com/selwin/python-user-agents) - Browser user agent parser. + * [sqlparse](https://sqlparse.readthedocs.org/) - A non-validating SQL parser. * [Pygments](http://pygments.org/) - A generic syntax highlighter. * [python-nameparser](https://github.com/derek73/python-nameparser) - A simple Python module for parsing human names into their individual components. - * [python-user-agents](https://github.com/selwin/python-user-agents) - Browser user agent parser. * [schema](https://github.com/halst/schema) - A library for validating Python data structures. - * [sqlparse](https://sqlparse.readthedocs.org/) - A non-validating SQL parser. ## Natural Language Processing *Libraries for working with human languages.* -* [jieba](https://github.com/fxsjy/jieba#jieba-1) - Chinese Words Segementation Utilities. -* [loso](https://github.com/victorlin/loso) - Another Chinese segmentation library. * [NLTK](http://www.nltk.org/) - A leading platform for building Python programs to work with human language data. * [Pattern](http://www.clips.ua.ac.be/pattern) - A web mining module for the Python programming language. It has tools for natural language processing, machine learning, among others. -* [SnowNLP](https://github.com/isnowfy/snownlp) - A library for processing Chinese text. * [TextBlob](http://textblob.readthedocs.org/) - Providing a consistent API for diving into common natural language processing (NLP) tasks. Stands on the giant shoulders of NLTK and Pattern, and plays nicely with both. +* [jieba](https://github.com/fxsjy/jieba#jieba-1) - Chinese Words Segementation Utilities. +* [SnowNLP](https://github.com/isnowfy/snownlp) - A library for processing Chinese text. +* [loso](https://github.com/victorlin/loso) - Another Chinese segmentation library. ## Configuration *Libraries for storing configuration options.* -* [config](http://www.red-dove.com/config-doc/) - Hierarchical config from the author of [logging](https://docs.python.org/2/library/logging.html). -* [ConfigObj](http://www.voidspace.org.uk/python/configobj.html) - INI file parser with validation. * [ConfigParser](https://docs.python.org/2/library/configparser.html) - (Python standard library) INI file parser. +* [ConfigObj](http://www.voidspace.org.uk/python/configobj.html) - INI file parser with validation. +* [config](http://www.red-dove.com/config-doc/) - Hierarchical config from the author of [logging](https://docs.python.org/2/library/logging.html). * [profig](http://profig.readthedocs.org/) - Config from multiple formats with value conversion. ## Command-line Tools @@ -171,44 +171,44 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [click](http://click.pocoo.org/) - A package for creating beautiful command line interfaces in a composable way. * [clint](https://github.com/kennethreitz/clint) - Python Command-line Application Tools. -* [colorama](https://pypi.python.org/pypi/colorama) - Cross-platform colored terminal text. * [docopt](http://docopt.org/) - Pythonic command line arguments parser. +* [colorama](https://pypi.python.org/pypi/colorama) - Cross-platform colored terminal text. ## Documentation *Libraries for generating project documentation.* +* [Sphinx](http://sphinx-doc.org/) - Python Documentation generator. +* [reStructuredText](http://docutils.sourceforge.net/rst.html) - Markup Syntax and Parser Component of Docutils. +* [Python-Markdown](https://github.com/waylan/Python-Markdown) - A Python implementation of John Gruber’s Markdown. * [Mistune](https://github.com/lepture/mistune) - Fastest and full featured pure Python parsers of Markdown. * [MkDocs](http://www.mkdocs.org/) - Markdown friendly documentation generator. -* [Python-Markdown](https://github.com/waylan/Python-Markdown) - A Python implementation of John Gruber’s Markdown. -* [reStructuredText](http://docutils.sourceforge.net/rst.html) - Markup Syntax and Parser Component of Docutils. -* [Sphinx](http://sphinx-doc.org/) - Python Documentation generator. ## Imagery *Libraries for manipulating images.* -* [imgSeek](http://www.imgseek.net/) - A project for searching a collection of images using visual similarity. -* [nude.py](https://github.com/hhatto/nude.py) - Nudity detection. * [pillow](http://pillow.readthedocs.org/) - Pillow is the **friendly** PIL fork. PIL is the [Python Imaging Library](http://www.pythonware.com/products/pil/). -* [pyBarcode](https://pythonhosted.org/pyBarcode/) - Create barcodes in python without needing PIL. -* [pygram](https://github.com/ajkumar25/pygram) - Instagram-like image filters. -* [python-qrcode](https://github.com/lincolnloop/python-qrcode) - A pure Python QR Code generator. -* [Quads](https://github.com/fogleman/Quads) - Computer art based on quadtrees. * [thumbor](https://github.com/thumbor/thumbor) - A smart imaging service. It enables on-demand crop, resizing and flipping of images. +* [imgSeek](http://www.imgseek.net/) - A project for searching a collection of images using visual similarity. +* [python-qrcode](https://github.com/lincolnloop/python-qrcode) - A pure Python QR Code generator. +* [pygram](https://github.com/ajkumar25/pygram) - Instagram-like image filters. +* [Quads](https://github.com/fogleman/Quads) - Computer art based on quadtrees. +* [nude.py](https://github.com/hhatto/nude.py) - Nudity detection. * [wand](https://github.com/dahlia/wand) - Python bindings for MagickWand, C API for ImageMagick. +* [pyBarcode](https://pythonhosted.org/pyBarcode/) - Create barcodes in python without needing PIL. ## Audio *Libraries for manipulating audio.* -* [audioread](https://github.com/sampsyo/audioread) - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. -* [beets](http://beets.radbox.org/) - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger. -* [dejavu](https://github.com/worldveil/dejavu) - Audio fingerprinting and recognition. * [django-elastic-transcoder](https://github.com/StreetVoice/django-elastic-transcoder) - Django + AWS Elastic Transcoder. -* [mutagen](https://code.google.com/p/mutagen/) - A Python module to handle audio metadata. -* [pydub](https://github.com/jiaaro/pydub) - Manipulate audio with a simple and easy high level interface. +* [beets](http://beets.radbox.org/) - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger. * [pyechonest](https://github.com/echonest/pyechonest) - Python client for the [Echo Nest](http://developer.echonest.com/docs/) API. +* [dejavu](https://github.com/worldveil/dejavu) - Audio fingerprinting and recognition. +* [pydub](https://github.com/jiaaro/pydub) - Manipulate audio with a simple and easy high level interface. +* [audioread](https://github.com/sampsyo/audioread) - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. +* [mutagen](https://code.google.com/p/mutagen/) - A Python module to handle audio metadata. * [tinytag](https://github.com/devsnd/tinytag) - A library for reading music meta data of MP3, OGG, FLAC and Wave files. ## Video @@ -223,33 +223,33 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries for geocoding addresses and working with latitudes and longitudes.* * [GeoDjango](https://docs.djangoproject.com/en/dev/ref/contrib/gis/) - A world-class geographic web framework. -* [GeoIP](https://github.com/maxmind/geoip-api-python) - Python API for MaxMind GeoIP Legacy Database. -* [geojson](https://github.com/frewsxcv/python-geojson) - Python bindings and utlities for GeoJSON. * [geopy](https://github.com/geopy/geopy) - Python Geocoding Toolbox. * [pygeoip](https://github.com/appliedsec/pygeoip) - Pure Python GeoIP API. +* [GeoIP](https://github.com/maxmind/geoip-api-python) - Python API for MaxMind GeoIP Legacy Database. +* [geojson](https://github.com/frewsxcv/python-geojson) - Python bindings and utlities for GeoJSON. ## HTTP *Libraries for working with HTTP.* * Clients - * [httpie](https://github.com/jakubroztocil/httpie) - A command line HTTP client, a user-friendly cURL replacement. * [requests](http://docs.python-requests.org/) - HTTP Requests for Humans™. + * [httpie](https://github.com/jakubroztocil/httpie) - A command line HTTP client, a user-friendly cURL replacement. * WSGI Servers - * [bjoern](http://pypi.python.org/pypi/bjoern) - Asynchronous, very fast and written in C. + * [wsgiref](http://docs.python.org/library/wsgiref.html) - (Python standard library) WSGI reference implementation, single-threaded. * [cherrypy](http://www.cherrypy.org/) - Multi-threaded and very stable. - * [diesel](http://dieselweb.org/) - Asynchronous (greenlets). - * [eventlet](http://eventlet.net/) - Asynchronous framework with WSGI support. - * [fapws3](http://www.fapws.org/) - Asynchronous (network side only), written in C. - * [gevent](http://www.gevent.org/) - Asynchronous (greenlets). - * [gunicorn](http://pypi.python.org/pypi/gunicorn) - Pre-forked, partly written in C. - * [meinheld](http://pypi.python.org/pypi/meinheld) - Asynchronous, partly written in C. * [paste](http://pythonpaste.org/) - Multi-threaded, stable, tried and tested. * [rocket](http://pypi.python.org/pypi/rocket) - Multi-threaded. + * [waitress](http://readthedocs.org/docs/waitress/en/latest/) - Multi-threaded, poweres Pyramid. + * [gunicorn](http://pypi.python.org/pypi/gunicorn) - Pre-forked, partly written in C. + * [eventlet](http://eventlet.net/) - Asynchronous framework with WSGI support. + * [gevent](http://www.gevent.org/) - Asynchronous (greenlets). + * [diesel](http://dieselweb.org/) - Asynchronous (greenlets). + * [fapws3](http://www.fapws.org/) - Asynchronous (network side only), written in C. * [tornado](http://www.tornadoweb.org/) - Asynchronous, powers some parts of Facebook. * [twisted](http://twistedmatrix.com/) - Asynchronous, well tested but... twisted. - * [waitress](http://readthedocs.org/docs/waitress/en/latest/) - Multi-threaded, poweres Pyramid. - * [wsgiref](http://docs.python.org/library/wsgiref.html) - (Python standard library) WSGI reference implementation, single-threaded. + * [meinheld](http://pypi.python.org/pypi/meinheld) - Asynchronous, partly written in C. + * [bjoern](http://pypi.python.org/pypi/bjoern) - Asynchronous, very fast and written in C. ## Database @@ -274,9 +274,9 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * Relational Databases * [Django Models](https://docs.djangoproject.com/en/dev/topics/db/models/) - A part of Django. + * [SQLAlchemy](http://www.sqlalchemy.org/) - The Python SQL Toolkit and Object Relational Mapper. * [peewee](https://github.com/coleifer/peewee) - A small, expressive ORM. * [PonyORM](http://ponyorm.com) - ORM that provides a generator-oriented interface to SQL. - * [SQLAlchemy](http://www.sqlalchemy.org/) - The Python SQL Toolkit and Object Relational Mapper. * NoSQL Databases * [MongoEngine](http://mongoengine.org/) - A Python Object-Document-Mapper for working with MongoDB. * [redisco](https://github.com/kiddouk/redisco) - A Python Library for Simple Models and Containers Persisted in Redis. @@ -285,29 +285,29 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Web development frameworks.* -* [Bluebream](http://bluebream.zope.org/) - An open-source web application server, framework and library, created by the Zope community and formerly known as Zope 3. -* [Bottle](http://bottlepy.org/) - A fast, simple and lightweight WSGI micro web-framework. -* [CherryPy](http://www.cherrypy.org/) - A Minimalist Python Web Framework, HTTP/1.1-compliant and WSGI thread-pooled. * [Django](https://www.djangoproject.com/) - The most popular web framework in Python. * [Flask](http://flask.pocoo.org/) - A microframework for Python. -* [Grok](http://grok.zope.org/) - A framework built on the existing Zope 3 libraries, offers a lot of building blocks for web development. +* [Bottle](http://bottlepy.org/) - A fast, simple and lightweight WSGI micro web-framework. * [Pyramid](http://www.pylonsproject.org/) - A small, fast, down-to-earth, open source Python web framework. -* [TurboGears](http://www.turbogears.org/) - The Web Framework that scales with you. Starts as a microframework and scales up to a fullstack solution. -* [web.py](http://webpy.org/) - A web framework for Python that is as simple as it is powerful. * [web2py](http://www.web2py.com) - A full stack web framework and platform focused in the ease of use. +* [TurboGears](http://www.turbogears.org/) - The Web Framework that scales with you. Starts as a microframework and scales up to a fullstack solution. +* [Grok](http://grok.zope.org/) - A framework built on the existing Zope 3 libraries, offers a lot of building blocks for web development. +* [CherryPy](http://www.cherrypy.org/) - A Minimalist Python Web Framework, HTTP/1.1-compliant and WSGI thread-pooled. +* [web.py](http://webpy.org/) - A web framework for Python that is as simple as it is powerful. * [Zope Toolkit](http://docs.zope.org/zopetoolkit/) - A set of libraries intended for reuse by projects to develop web applications or web frameworks. +* [Bluebream](http://bluebream.zope.org/) - An open-source web application server, framework and library, created by the Zope community and formerly known as Zope 3. ## CMS *Content management systems* -* [django-cms](https://www.django-cms.org/en/) - An Open source enterprise content management system based on the django framework. -* [django-oscar](http://oscarcommerce.com/) - An open-source ecommerce framework for Django. * [Mezzanine](http://mezzanine.jupo.org/) - A powerful, consistent, and flexible content management platform. +* [Wagtail](http://wagtail.io/) - A Django content management system. +* [django-oscar](http://oscarcommerce.com/) - An open-source ecommerce framework for Django. +* [Quokka CMS](http://quokkaproject.org) - Flexible, extensible, small CMS powered by Flask and MongoDB. * [Opps CMS](http://oppsproject.org/) - A Django-based CMS for magazines, newspapers websites and portals with high-traffic. * [Plone](http://plone.org/) - Content Management System built on top of the open source application server Zope and the accompanying Content Management Framework. -* [Quokka CMS](http://quokkaproject.org) - Flexible, extensible, small CMS powered by Flask and MongoDB. -* [Wagtail](http://wagtail.io/) - A Django content management system. +* [django-cms](https://www.django-cms.org/en/) - An Open source enterprise content management system based on the django framework. ## RESTful API @@ -316,33 +316,33 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [cornice](https://cornice.readthedocs.org/en/latest/) - A REST framework for Pyramid * [django-rest-framework](http://www.django-rest-framework.org/) - A powerful and flexible toolkit that makes it easy to build Web APIs. * [django-tastypie](http://tastypieapi.org/) - Creating delicious APIs for Django apps. -* [eve](https://github.com/nicolaiarocci/eve) - REST API framework powered by Flask, MongoDB and good intentions. -* [falcon](http://falconframework.org/) - A high-performance Python framework for building cloud APIs and web app backends. * [flask-api](http://www.flaskapi.org/) - An implementation of the same web browsable APIs that django-rest-framework provides. * [flask-restful](http://flask-restful.readthedocs.org/) - An extension for Flask that adds support for quickly building REST APIs. +* [falcon](http://falconframework.org/) - A high-performance Python framework for building cloud APIs and web app backends. +* [eve](https://github.com/nicolaiarocci/eve) - REST API framework powered by Flask, MongoDB and good intentions. * [sandman](https://github.com/jeffknupp/sandman) - Automated REST APIs for existing database-driven systems. ## Authentication and OAuth *Libraries for implementing authentications schemes.* -* [django-allauth](https://github.com/pennersr/django-allauth) - Authentication app for Django that "just works." -* [django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - OAuth2 goodies for the Djangonauts. -* [django-oauth2-provider](https://github.com/caffeinehit/django-oauth2-provider) - Providing OAuth2 access to Django app. -* [Flask-OAuthlib](https://github.com/lepture/flask-oauthlib) - OAuth 1.0/a, 2.0 implementation of client and provider for Flask. * [OAuthLib](https://github.com/idan/oauthlib) - A generic, spec-compliant, thorough implementation of the OAuth request-signing logic. +* [rauth](https://github.com/litl/rauth) - A Python library for OAuth 1.0/a, 2.0, and Ofly. * [python-oauth2](https://github.com/simplegeo/python-oauth2) - A fully tested, abstract interface to creating OAuth clients and servers. * [python-social-auth](https://github.com/omab/python-social-auth) - An easy-to-setup social authentication mechanism. -* [rauth](https://github.com/litl/rauth) - A Python library for OAuth 1.0/a, 2.0, and Ofly. +* [django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - OAuth2 goodies for the Djangonauts. +* [django-oauth2-provider](https://github.com/caffeinehit/django-oauth2-provider) - Providing OAuth2 access to Django app. +* [django-allauth](https://github.com/pennersr/django-allauth) - Authentication app for Django that "just works." +* [Flask-OAuthlib](https://github.com/lepture/flask-oauthlib) - OAuth 1.0/a, 2.0 implementation of client and provider for Flask. ## Template Engine *Libraries and tools for templating and lexing.* -* [Chameleon](https://chameleon.readthedocs.org/) - Chameleon is an HTML/XML template engine for Python. Modeled after ZPT, optimized for speed. -* [Genshi](http://genshi.edgewall.org/) - Python templating toolkit for generation of web-aware output. * [Jinja2](https://github.com/mitsuhiko/jinja2) - A modern and designer friendly templating language. +* [Genshi](http://genshi.edgewall.org/) - Python templating toolkit for generation of web-aware output. * [Mako](http://www.makotemplates.org/) - Hyperfast and lightweight templating for the Python platform. +* [Chameleon](https://chameleon.readthedocs.org/) - Chameleon is an HTML/XML template engine for Python. Modeled after ZPT, optimized for speed. * [Spitfire](https://code.google.com/p/spitfire/) - A very fast Python template compiler. ## Queue @@ -368,10 +368,10 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Tools for managing, compressing and minifying website assets.* * [django-compressor](https://github.com/django-compressor/django-compressor) - Compresses linked and inline javascript or CSS into a single cached file. -* [django-storages](http://code.larlet.fr/django-storages/) - A collection of custom storage backends for Django. +* [webassets](http://webassets.readthedocs.org/en/latest/) - Bundles, optimizes, and manages unique cache-busting URLs for static resources. * [fanstatic](http://www.fanstatic.org/en/latest/) - Packages, optimizes, and serves static file dependencies as Python packages. * [fileconveyor](http://fileconveyor.org/) - Monitors changes, processes, and transports assets to CDNs and file storage systems. -* [webassets](http://webassets.readthedocs.org/en/latest/) - Bundles, optimizes, and manages unique cache-busting URLs for static resources. +* [django-storages](http://code.larlet.fr/django-storages/) - A collection of custom storage backends for Django. ## Caching @@ -385,12 +385,12 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries for sending and parsing email.* -* [django-celery-ses](https://github.com/StreetVoice/django-celery-ses) - Django email backend with AWS SES and Celery. -* [flanker](https://github.com/mailgun/flanker) - A email address and Mime parsing library. -* [imbox](https://github.com/martinrusev/imbox) - Python IMAP for Humans. * [inbox.py](https://github.com/kennethreitz/inbox.py) - Python SMTP Server for Humans. * [lamson](https://github.com/zedshaw/lamson) - Pythonic SMTP Application Server. +* [imbox](https://github.com/martinrusev/imbox) - Python IMAP for Humans. +* [flanker](https://github.com/mailgun/flanker) - A email address and Mime parsing library. * [marrow.mailer](https://github.com/marrow/marrow.mailer) - High-performance extensible mail delivery framework. +* [django-celery-ses](https://github.com/StreetVoice/django-celery-ses) - Django email backend with AWS SES and Celery. ## Internationalization @@ -411,69 +411,69 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries for working with HTML and XML.* * [BeautifulSoup](http://www.crummy.com/software/BeautifulSoup/bs4/doc/) - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML. -* [bleach](http://bleach.readthedocs.org/) - A whitelist-based HTML sanitization and text linkification library. -* [cssutils](https://pypi.python.org/pypi/cssutils/) - A CSS library for Python. -* [html5lib](https://github.com/html5lib/html5lib-python) - A standards-compliant library for parsing and serializing HTML documents and fragments. * [lxml](http://lxml.de/) - A very fast, easy-to-use and versatile library for handling HTML and XML. -* [MarkupSafe](https://github.com/mitsuhiko/markupsafe) - Implements a XML/HTML/XHTML Markup safe string for Python. +* [html5lib](https://github.com/html5lib/html5lib-python) - A standards-compliant library for parsing and serializing HTML documents and fragments. * [pyquery](https://github.com/gawel/pyquery) - A jQuery-like library for parsing HTML. -* [xhtml2pdf](https://github.com/chrisglass/xhtml2pdf) - HTML/CSS to PDF converter. +* [cssutils](https://pypi.python.org/pypi/cssutils/) - A CSS library for Python. +* [MarkupSafe](https://github.com/mitsuhiko/markupsafe) - Implements a XML/HTML/XHTML Markup safe string for Python. +* [bleach](http://bleach.readthedocs.org/) - A whitelist-based HTML sanitization and text linkification library. * [xmltodict](https://github.com/martinblech/xmltodict) - Working with XML feel like you are working with JSON. +* [xhtml2pdf](https://github.com/chrisglass/xhtml2pdf) - HTML/CSS to PDF converter. ## Web Crawling *Libraries for scraping websites.* -* [feedparser](http://pythonhosted.org/feedparser/) - Universal feed parser. -* [portia](https://github.com/scrapinghub/portia) - Visual scraping for Scrapy. -* [RoboBrowser](https://github.com/jmcarp/robobrowser) - A simple, Pythonic library for browsing the web without a standalone web browser. * [Scrapy](http://scrapy.org/) - A fast high-level screen scraping and web crawling framework. +* [portia](https://github.com/scrapinghub/portia) - Visual scraping for Scrapy. +* [feedparser](http://pythonhosted.org/feedparser/) - Universal feed parser. +* [RoboBrowser](https://github.com/jmcarp/robobrowser) - A simple, Pythonic library for browsing the web without a standalone web browser. ## Web Content Extracting *Libraries for extracting web contents.* -* [Haul](https://github.com/vinta/Haul) - An Extensible Image Crawler. +* [newspaper](https://github.com/codelucas/newspaper) - News extraction, article extraction and content curation in Python. * [html2text](https://github.com/aaronsw/html2text) - Convert HTML to Markdown-formatted text. +* [python-goose](https://github.com/grangier/python-goose) - HTML Content/Article Extractor. * [lassie](https://github.com/michaelhelmick/lassie) - Web Content Retrieval for Humans. * [micawber](https://github.com/coleifer/micawber) - A small library for extracting rich content from URLs. -* [newspaper](https://github.com/codelucas/newspaper) - News extraction, article extraction and content curation in Python. -* [python-goose](https://github.com/grangier/python-goose) - HTML Content/Article Extractor. -* [python-readability](https://github.com/buriy/python-readability) - Fast Python port of arc90's readability tool. * [sumy](https://github.com/miso-belica/sumy) - A module for automatic summarization of text documents and HTML pages. +* [Haul](https://github.com/vinta/Haul) - An Extensible Image Crawler. +* [python-readability](https://github.com/buriy/python-readability) - Fast Python port of arc90's readability tool. ## Downloader *Libraries for downloading.* -* [coursera](https://github.com/coursera-dl/coursera) - Script for downloading Coursera.org videos and naming them. * [s3cmd](https://github.com/s3tools/s3cmd) - A command line tool for managing Amazon S3 and CloudFront. -* [you-get](http://www.soimort.org/you-get/) - A YouTube/Youku/Niconico video downloader written in Python 3. * [youtube-dl](http://rg3.github.io/youtube-dl/) - A small command-line program to download videos from YouTube. +* [you-get](http://www.soimort.org/you-get/) - A YouTube/Youku/Niconico video downloader written in Python 3. +* [coursera](https://github.com/coursera-dl/coursera) - Script for downloading Coursera.org videos and naming them. ## Forms *Libraries for working with forms.* -* [Deform](http://deform.readthedocs.org/en/latest/) - Python HTML form generation library influenced by the formish form generation library. * [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. +* [Deform](http://deform.readthedocs.org/en/latest/) - Python HTML form generation library influenced by the formish form generation library. * [WTForms](http://wtforms.readthedocs.org/) - A flexible forms validation and rendering library. ## Data Validation *Libraries for validating data. Used for forms in many cases.* -* [colander](http://docs.pylonsproject.org/projects/colander/en/latest/index.html) - A system for validating and deserializing data obtained via XML, JSON, an HTML form post or any other equally simple data serialization. -* [dictshield](https://github.com/exfm/dictshield) - A fast way to validate and trim the values in a dictionary. * [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. +* [dictshield](https://github.com/exfm/dictshield) - A fast way to validate and trim the values in a dictionary. +* [colander](http://docs.pylonsproject.org/projects/colander/en/latest/index.html) - A system for validating and deserializing data obtained via XML, JSON, an HTML form post or any other equally simple data serialization. ## Anti-spam *Libraries for fighting spam.* -* [django-simple-captcha](https://github.com/mbi/django-simple-captcha) - A simple and highly customizable Django app to add captcha images to any Django form. -* [django-simple-spam-blocker](https://github.com/moqada/django-simple-spam-blocker) - Simple spam blocker for Django. * [Stopspam](https://github.com/phalt/stopspam) - Intelligent spam detection for Python. +* [django-simple-spam-blocker](https://github.com/moqada/django-simple-spam-blocker) - Simple spam blocker for Django. +* [django-simple-captcha](https://github.com/mbi/django-simple-captcha) - A simple and highly customizable Django app to add captcha images to any Django form. ## Tagging @@ -486,8 +486,8 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Compile software from source code.* * [buildout](http://www.buildout.org/) - A build system for creating, assembling and deploying applications from multiple parts, some of which may be non-Python-based. -* [PlatformIO](https://github.com/ivankravets/platformio) - A console tool to build code with different development platforms. * [SCons](http://www.scons.org/) - A software construction tool. +* [PlatformIO](https://github.com/ivankravets/platformio) - A console tool to build code with different development platforms. ## Admin Panels @@ -509,12 +509,12 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries for network programming.* -* [diesel](https://github.com/jamwt/diesel) - Greenlet-based event I/O Framework for Python. * [gevent](http://www.gevent.org/) - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet). -* [pulsar](https://github.com/quantmind/pulsar) - Event-driven concurrent framework for Python. -* [pyzmq](http://zeromq.github.io/pyzmq/) - A Python wrapper for the 0MQ message library. -* [Tornado](http://www.tornadoweb.org/) - A Web framework and asynchronous networking library. * [Twisted](https://twistedmatrix.com/trac/) - An event-driven networking engine. +* [Tornado](http://www.tornadoweb.org/) - A Web framework and asynchronous networking library. +* [pulsar](https://github.com/quantmind/pulsar) - Event-driven concurrent framework for Python. +* [diesel](https://github.com/jamwt/diesel) - Greenlet-based event I/O Framework for Python. +* [pyzmq](http://zeromq.github.io/pyzmq/) - A Python wrapper for the 0MQ message library. ## WebSocket @@ -531,48 +531,48 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries for working with graphical user interface applications.* -* [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. -* [kivy](http://kivy.org/) - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS. -* [pyglet](http://www.pyglet.org/) - A cross-platform windowing and multimedia library for Python. -* [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. * [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. -* [Tkinter](https://wiki.python.org/moin/TkInter) - Tkinter is Python's de-facto standard GUI package. -* [urwid](http://urwid.org/) - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc. * [wxPython](http://wxpython.org/) - A blending of the wxWidgets C++ class library with the Python. +* [kivy](http://kivy.org/) - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS. +* [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. +* [urwid](http://urwid.org/) - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc. +* [pyglet](http://www.pyglet.org/) - A cross-platform windowing and multimedia library for Python. +* [Tkinter](https://wiki.python.org/moin/TkInter) - Tkinter is Python's de-facto standard GUI package. +* [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. ## Game Development *Awesome game development libraries.* -* [Cocos2d](http://cocos2d.org/) - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications. It is based on pyglet. -* [Panda3D](https://www.panda3d.org/) - 3D game engine developed by Disney and maintained by Carnegie Mellon's Entertainment Technology Center. Written in C++, completely wrapped in Python. * [Pygame](http://www.pygame.org/news.html) - Pygame is a set of Python modules designed for writing games. +* [Cocos2d](http://cocos2d.org/) - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications. It is based on pyglet. +* [PySDL2](http://pysdl2.readthedocs.org/en/latest/) - A ctypes based wrapper for the SDL2 library. +* [Panda3D](https://www.panda3d.org/) - 3D game engine developed by Disney and maintained by Carnegie Mellon's Entertainment Technology Center. Written in C++, completely wrapped in Python. * [PyOgre](http://www.ogre3d.org/tikiwiki/PyOgre) - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D. * [PyOpenGL](http://pyopengl.sourceforge.net/) - Python ctypes bindings for OpenGL and it's related APIs. -* [PySDL2](http://pysdl2.readthedocs.org/en/latest/) - A ctypes based wrapper for the SDL2 library. ## Logging *Libraries for generating and working with log files.* * [logging](https://docs.python.org/2/library/logging.html) - (Python standard library) Logging facility for Python. -* [Raven](http://raven.readthedocs.org/) - The Python client for Sentry. * [Sentry](https://pypi.python.org/pypi/sentry) - A realtime logging and aggregation server. +* [Raven](http://raven.readthedocs.org/) - The Python client for Sentry. ## Testing *Libraries for testing codebases and generating test data.* * Testing Frameworks - * [contexts](https://github.com/benjamin-hodgson/Contexts) - A modern and flexible _Behaviour-Driven-Development_ framework for Python 3.3 and above, inspired by C#'s `Machine.Specifications`. - * [mamba](https://nestorsalceda.github.io/mamba) - The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD). + * [unittest](https://docs.python.org/2/library/unittest.html) - (Python standard library) Unit testing framework. * [nose](https://nose.readthedocs.org/) - nose extends unittest. * [pytest](http://pytest.org/) - A mature full-featured Python testing tool. - * [unittest](https://docs.python.org/2/library/unittest.html) - (Python standard library) Unit testing framework. + * [mamba](https://nestorsalceda.github.io/mamba) - The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD). + * [contexts](https://github.com/benjamin-hodgson/Contexts) - A modern and flexible _Behaviour-Driven-Development_ framework for Python 3.3 and above, inspired by C#'s `Machine.Specifications`. * Mock - * [doublex](https://pypi.python.org/pypi/doublex) - Powerful test doubles framework for Python. * [mock](https://pypi.python.org/pypi/mock) - A Python Mocking and Patching Library for Testing. * [responses](https://github.com/dropbox/responses) - A utility library for mocking out the requests Python library. + * [doublex](https://pypi.python.org/pypi/doublex) - Powerful test doubles framework for Python. * Fake Data * [faker](http://www.joke2k.net/faker/) - A Python package that generates fake data. * [model_mommy](https://model-mommy.readthedocs.org/) - Creating random fixtures for testing in Django. @@ -587,72 +587,72 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by *Libraries and tools for analysing, parsing and manipulation codebases.* +* [pysonar2](https://github.com/yinwang0/pysonar2) - A type inferencer and indexer for Python. * [Flake8](https://pypi.python.org/pypi/flake8) - The modular source code checker: pep8, pyflakes and co. * [Pylint](http://www.pylint.org/) - A source code analyzer. -* [pysonar2](https://github.com/yinwang0/pysonar2) - A type inferencer and indexer for Python. ## Debugging Tools *Libraries for dubugging and developing.* +* [pdb](https://docs.python.org/2/library/pdb.html) - (Python standard library) The Python Debugger. +* [ipdb](https://pypi.python.org/pypi/ipdb) - IPython-enabled pdb. +* [winpdb](http://winpdb.org/) - A Platform Independent Python Debugger with GUI. +* [pyringe](https://github.com/google/pyringe) - Debugger capable of attaching to and injecting code into Python processes. * [django-debug-toolbar](https://github.com/django-debug-toolbar/django-debug-toolbar) - Display various debug information about the current request/response. * [django-devserver](https://github.com/dcramer/django-devserver) - A drop-in replacement for Django's runserver. -* [ipdb](https://pypi.python.org/pypi/ipdb) - IPython-enabled pdb. * [memory_profiler](https://github.com/fabianp/memory_profiler) - Monitor Memory usage of Python code. -* [pdb](https://docs.python.org/2/library/pdb.html) - (Python standard library) The Python Debugger. -* [pyringe](https://github.com/google/pyringe) - Debugger capable of attaching to and injecting code into Python processes. -* [winpdb](http://winpdb.org/) - A Platform Independent Python Debugger with GUI. ## Science and Data Analysis *Libraries for scientific computing and data analyzing.* -* [NetworkX](https://networkx.github.io/) - A high-productivity software for complex networks. -* [Numba](http://numba.pydata.org/) - Python JIT (just in time) complier to LLVM aimed at scientific Python by the developers of Cython and NumPy. -* [NumPy](http://www.numpy.org/) - A fundamental package for scientific computing with Python. -* [Pandas](http://pandas.pydata.org/) - A library providing high-performance, easy-to-use data structures and data analysis tools. -* [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. -* [PyMC](https://github.com/pymc-devs/pymc) - Markov Chain Monte Carlo sampling toolkit. * [SciPy](http://www.scipy.org/) - A Python-based ecosystem of open-source software for mathematics, science, and engineering. -* [statsmodels](https://github.com/statsmodels/statsmodels) - Statistical modeling and econometrics in Python. -* [SymPy](https://github.com/sympy/sympy) - A Python library for symbolic mathematics. +* [NumPy](http://www.numpy.org/) - A fundamental package for scientific computing with Python. +* [Numba](http://numba.pydata.org/) - Python JIT (just in time) complier to LLVM aimed at scientific Python by the developers of Cython and NumPy. +* [NetworkX](https://networkx.github.io/) - A high-productivity software for complex networks. +* [Pandas](http://pandas.pydata.org/) - A library providing high-performance, easy-to-use data structures and data analysis tools. +* [PyMC](https://github.com/pymc-devs/pymc) - Markov Chain Monte Carlo sampling toolkit. * [zipline](https://github.com/quantopian/zipline) - A Pythonic algorithmic trading library. +* [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. +* [SymPy](https://github.com/sympy/sympy) - A Python library for symbolic mathematics. +* [statsmodels](https://github.com/statsmodels/statsmodels) - Statistical modeling and econometrics in Python. ## Data Visualization *Libraries for visualizing data.* +* [matplotlib](http://matplotlib.org/) - A Python 2D plotting library. * [bokeh](https://github.com/ContinuumIO/bokeh) - Interactive Web Plotting for Python. +* [plotly](https://plot.ly/python) - Collaborative web plotting for Python and matplotlib. +* [vincent](https://github.com/wrobstory/vincent) - A Python to Vega translator. * [d3py](https://github.com/mikedewar/d3py) - A plottling library for Python, based on [D3.js](http://d3js.org/). * [ggplot](https://github.com/yhat/ggplot) - Same API as ggplot2 for R. * [Kartograph.py](https://github.com/kartograph/kartograph.py) - Rendering beautiful SVG maps in Python. -* [matplotlib](http://matplotlib.org/) - A Python 2D plotting library. -* [plotly](https://plot.ly/python) - Collaborative web plotting for Python and matplotlib. -* [vincent](https://github.com/wrobstory/vincent) - A Python to Vega translator. ## Machine Learning *Libraries for Machine Learning.* -* [Crab](https://github.com/muricoca/crab) - A flexible, fast recommender engine. -* [gensim](https://github.com/piskvorky/gensim) - Topic Modelling for Humans. -* [hebel](https://github.com/hannes-brt/hebel) - GPU-Accelerated Deep Learning Library in Python. -* [NuPIC](https://github.com/numenta/nupic) - Numenta Platform for Intelligent Computing. -* [pattern](https://github.com/clips/pattern) - Web mining module for Python. -* [PyBrain](https://github.com/pybrain/pybrain) - Another Python Machine Learning Library. -* [Pylearn2](https://github.com/lisa-lab/pylearn2) - A Machine Learning library based on [Theano](https://github.com/Theano/Theano). -* [python-recsys](https://github.com/ocelma/python-recsys) - A Python library for implementing a Recommender System. * [scikit-learn](http://scikit-learn.org/) - A Python module for machine learning built on top of SciPy. +* [pattern](https://github.com/clips/pattern) - Web mining module for Python. +* [NuPIC](https://github.com/numenta/nupic) - Numenta Platform for Intelligent Computing. +* [Pylearn2](https://github.com/lisa-lab/pylearn2) - A Machine Learning library based on [Theano](https://github.com/Theano/Theano). +* [hebel](https://github.com/hannes-brt/hebel) - GPU-Accelerated Deep Learning Library in Python. +* [gensim](https://github.com/piskvorky/gensim) - Topic Modelling for Humans. +* [PyBrain](https://github.com/pybrain/pybrain) - Another Python Machine Learning Library. +* [Crab](https://github.com/muricoca/crab) - A flexible, fast recommender engine. +* [python-recsys](https://github.com/ocelma/python-recsys) - A Python library for implementing a Recommender System. ## MapReduce *Framworks and libraries for MapReduce.* +* [PySpark](http://spark.apache.org/docs/latest/programming-guide.html) - The Spark Python API. * [dpark](https://github.com/douban/dpark) - Python clone of Spark, a MapReduce alike framework in Python. -* [dumbo](https://github.com/klbostee/dumbo) - Python module that allows one to easily write and run Hadoop programs. * [luigi](https://github.com/spotify/luigi) - A module that helps you build complex pipelines of batch jobs. * [mrjob](https://github.com/Yelp/mrjob) - Run MapReduce jobs on Hadoop or Amazon Web Services. -* [PySpark](http://spark.apache.org/docs/latest/programming-guide.html) - The Spark Python API. +* [dumbo](https://github.com/klbostee/dumbo) - Python module that allows one to easily write and run Hadoop programs. * [streamparse](https://github.com/Parsely/streamparse) - Run Python code against real-time streams of data. Integrates with [Apache Storm](https://storm.incubator.apache.org/). ## Third-party APIs @@ -661,33 +661,33 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [apache-libcloud](https://libcloud.apache.org/) - One Python library for all clouds. * [boto](https://github.com/boto/boto) - Python interface to Amazon Web Services. -* [facebook-sdk](https://github.com/pythonforfacebook/facebook-sdk) - Facebook Platform Python SDK. -* [gmail](https://github.com/charlierguo/gmail) - A Pythonic interface for Gmail. -* [google-api-python-client](https://github.com/google/google-api-python-client) - Google APIs Client Library for Python. -* [python-instagram](https://github.com/Instagram/python-instagram) - A Python Client for Instagram API. -* [soundcloud-python](https://github.com/soundcloud/soundcloud-python) - A Python wrapper around the Soundcloud API. * [twython](https://github.com/ryanmcgrath/twython) - A Python wrapper for the Twitter API. +* [soundcloud-python](https://github.com/soundcloud/soundcloud-python) - A Python wrapper around the Soundcloud API. +* [google-api-python-client](https://github.com/google/google-api-python-client) - Google APIs Client Library for Python. +* [facebook-sdk](https://github.com/pythonforfacebook/facebook-sdk) - Facebook Platform Python SDK. * [Wikipedia](https://wikipedia.readthedocs.org/en/latest/) - A Pythonic wrapper for the Wikipedia API. +* [python-instagram](https://github.com/Instagram/python-instagram) - A Python Client for Instagram API. +* [gmail](https://github.com/charlierguo/gmail) - A Pythonic interface for Gmail. ## DevOps Tools *Software and libraries for DevOps.* +* [OpenStack](http://www.openstack.org/) - Open source software for building private and public clouds. * [Ansible](http://www.ansible.com/) - An IT automation tool. -* [cuisine](https://github.com/sebastien/cuisine) - Chef-like functionality for Fabric. +* [SaltStack](http://www.saltstack.com/community/) - Infrastructure automation and management system. * [Fabric](http://www.fabfile.org/) - Tool for streamlining the use of SSH for application deployment or systems administration tasks. * [Fabtools](https://github.com/ronnix/fabtools) - Tools for writing awesome Fabric files. -* [OpenStack](http://www.openstack.org/) - Open source software for building private and public clouds. -* [psutil](https://github.com/giampaolo/psutil) - A cross-platform process and system utilities module. -* [SaltStack](http://www.saltstack.com/community/) - Infrastructure automation and management system. +* [cuisine](https://github.com/sebastien/cuisine) - Chef-like functionality for Fabric. * [Supervisor](http://supervisord.org/) - A Process Control System. +* [psutil](https://github.com/giampaolo/psutil) - A cross-platform process and system utilities module. ## Foreign Function Interface *Libraries for providing foreign function interface.* -* [cffi](https://pypi.python.org/pypi/cffi) - Foreign Function Interface for Python calling C code. * [ctypes](https://docs.python.org/2/library/ctypes.html) - (Python standard library) Foreign Function Interface for Python calling C code. +* [cffi](https://pypi.python.org/pypi/cffi) - Foreign Function Interface for Python calling C code. ## High Performance @@ -695,15 +695,15 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [Cython](http://cython.org/) - Optimizing Static Complier for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains. * [PyPy](http://pypy.org/) - An implmentation of Python in Python. The interpreter uses black magic to make Python very fast without having to add in additional type information. -* [Pyston](https://github.com/dropbox/pyston) - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance. * [Stackless Python](http://www.stackless.com/) - An enhanced version of the Python. +* [Pyston](https://github.com/dropbox/pyston) - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance. ## Algorithms and Design Patterns *Collections of algorithms and design patterns.* -* [algorithms](https://github.com/nryoung/algorithms) - module of algorithms for Python. * [python-patterns](https://github.com/faif/python-patterns) - A collection of design patterns in Python. +* [algorithms](https://github.com/nryoung/algorithms) - module of algorithms for Python. ## Miscellaneous @@ -720,9 +720,9 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * Emacs * TODO * Sublime Text + * [SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - A Sublime Text plugin to the awesome autocomplete library [Jedi](https://github.com/davidhalter/jedi). * [Anaconda](https://github.com/DamnWidget/anaconda) - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. * [Djaneiro](https://github.com/squ1b3r/Djaneiro) - Django support for Sublime Text. - * [SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - A Sublime Text plugin to the awesome autocomplete library [Jedi](https://github.com/davidhalter/jedi). # Resources @@ -730,10 +730,10 @@ Where to discover new Python libraries. ## Websites -* [Django Packages](https://www.djangopackages.com/) - A directory of reusable apps, sites, tools, and more for Django projects. -* [Python 3 Wall of Superpowers](http://python3wos.appspot.com/) - Too many popular Python packages don't support Python 3. * [r/Python](http://www.reddit.com/r/python) - News about Python. +* [Python 3 Wall of Superpowers](http://python3wos.appspot.com/) - Too many popular Python packages don't support Python 3. * [Trending Python repositories on GitHub today](https://github.com/trending?l=python) - Good place to find new Python libraries. +* [Django Packages](https://www.djangopackages.com/) - A directory of reusable apps, sites, tools, and more for Django projects. ## Weekly @@ -742,10 +742,10 @@ Where to discover new Python libraries. ## Twitter +* [@pypi](https://twitter.com/pypi) * [@getpy](https://twitter.com/getpy) * [@planetpython](https://twitter.com/planetpython) * [@pycoders](https://twitter.com/pycoders) -* [@pypi](https://twitter.com/pypi) * [@PythonWeekly](https://twitter.com/PythonWeekly) # Contributing