# Awesome Python A curated list of awesome Python frameworks, libraries and software. Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). - [Awesome Python](#awesome-python) - [Environment Management](#environment-management) - [Package Management](#package-management) - [Distribution](#distribution) - [Build Tools](#build-tools) - [Files](#files) - [Date and Time](#date-and-time) - [Text Processing](#text-processing) - [Natural Language Processing](#natural-language-processing) - [Documentation](#documentation) - [Configuration](#configuration) - [Command-line Tools](#command-line-tools) - [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) - [News Feed](#news-feed) - [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) - [Admin Panels](#admin-panels) - [Processes and Threads](#processes-and-threads) - [Networking](#networking) - [WebSocket](#websocket) - [WSGI Servers](#wsgi-servers) - [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) - [Functional Programming](#functional-programming) - [MapReduce](#mapreduce) - [Third-party APIs](#third-party-apis) - [DevOps Tools](#devops-tools) - [Foreign Function Interface](#foreign-function-interface) - [High Performance](#high-performance) - [Algorithms and Design Patterns](#algorithms-and-design-patterns) - [Workflow Execution](#workflow-execution) - [Hardware](#hardware) - [Miscellaneous](#miscellaneous) - [Editor Plugins](#editor-plugins) - [Resources](#resources) - [Websites](#websites) - [Weekly](#weekly) - [Twitter](#twitter) ## Environment Management *Libraries for Python version and environment management.* * [pyenv](https://github.com/yyuu/pyenv) - Simple Python version management. * [virtualenv](https://pypi.python.org/pypi/virtualenv) - A tool to create isolated Python environments. * [virtualenvwrapper](https://pypi.python.org/pypi/virtualenvwrapper) - A set of extensions to virtualenv * [PyRun](https://www.egenix.com/products/python/PyRun/) - A one-file, no-installation-needed version of Python. ## Package Management *Libraries for package and dependency management.* * [pip](https://pip.pypa.io/en/latest/) / [Python Package Index](https://pypi.python.org/pypi) - The package and dependency manager. * [conda](https://github.com/conda/conda/) - Cross-platform, Python-agnostic binary package manager. * [wheel](http://pythonwheels.com/) - The new standard of Python distribution and are intended to replace eggs. ## Distribution *Libraries to create packaged executables for release distribution.* * [cx-Freeze](http://cx-freeze.readthedocs.org/) - Freezes Python scripts (cross-platform) * [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) * [PyInstaller](http://www.pyinstaller.org/) - A program that converts Python programs into stand-alone executables (Windows, Linux, Mac OS X, Solaris and AIX) ## Build Tools *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. * [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. * [BitBake](http://www.yoctoproject.org/docs/1.6/bitbake-user-manual/bitbake-user-manual.html) - A make-like build tool with the special focus of distributions and packages for embedded Linux. ## Files *Libraries for file manipulation and MIME type detection.* * [mimetypes](https://docs.python.org/2/library/mimetypes.html) - (Python standard library) Map filenames to MIME types. * [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. * [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 *Libraries for working with dates and times.* * [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. * [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 * [difflib](https://docs.python.org/2/library/difflib.html) - (Python standard library) Helpers for computing deltas. * [Levenshtein](https://github.com/ztane/python-Levenshtein/) - Fast computation of Levenshtein distance and string similarity. * [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 for CJK and alphanumerics. * [pyfiglet](https://github.com/pwaller/pyfiglet) - An implementation of figlet written in Python. * Specific Formats * [tablib](https://github.com/kennethreitz/tablib) - A module for Tabular Datasets in XLS, CSV, JSON, YAML. * [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. * [mm](https://github.com/brianray/mm) - Python powered spreadsheets. * [PDFMiner](https://github.com/euske/pdfminer) - A tool for extracting information from PDF documents. * [PyPDF2](https://github.com/mstamy2/PyPDF2) - A pure Python PDF library capable of splitting, merging and transforming PDF pages. * [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. * [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. * [schema](https://github.com/halst/schema) - A library for validating Python data structures. ## Natural Language Processing *Libraries for working with human languages.* * [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. * [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. * [genius](https://github.com/duanhongyi/genius) - A Chinese segment base on Conditional Random Field. ## 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. * [MkDocs](http://www.mkdocs.org/) - Markdown friendly documentation generator. ## Configuration *Libraries for storing configuration options.* * [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 *Libraries for building command-line application.* * Command-line Application Development * [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. * [cliff](https://cliff.readthedocs.org/) - A framework for creating command-line programs with multi-level commands. * [Clime](http://clime.mosky.tw) – Clime lets you convert any module into a multi-command CLI program without any configuration. * [docopt](http://docopt.org/) - Pythonic command line arguments parser. * [colorama](https://pypi.python.org/pypi/colorama) - Cross-platform colored terminal text. * Productivity Tools * [percol](https://github.com/mooz/percol) - Adds flavor of interactive selection to the traditional pipe concept on UNIX. ## Imagery *Libraries for manipulating images.* * [pillow](http://pillow.readthedocs.org/) - Pillow is the **friendly** PIL fork. PIL is the [Python Imaging Library](http://www.pythonware.com/products/pil/). * [wand](https://github.com/dahlia/wand) - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick. * [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. * [pyBarcode](https://pythonhosted.org/pyBarcode/) - Create barcodes in Python without needing PIL. * [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. * [scikit-image](http://scikit-image.org/) - A Python library for (scientific) image processing. * [hmap](https://github.com/rossgoodwin/hmap) - Image histogram remapping. ## Audio *Libraries for manipulating audio.* * [django-elastic-transcoder](https://github.com/StreetVoice/django-elastic-transcoder) - Django + AWS Elastic Transcoder. * [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. * [audiolazy](https://github.com/danilobellini/audiolazy) - Expressive Digital Signal Processing (DSP) package for Python. * [talkbox](http://scikits.appspot.com/talkbox) - A Python library for speech/signal processing. ## Video *Libraries for manipulating video and GIFs.* * [moviepy](http://zulko.github.io/moviepy/) - A module for script-based movie editing with many formats, including animated GIFs. * [shorten.tv](http://www.shorten.tv/) - Video summarization. * [scikit-video](https://github.com/aizvorski/scikit-video) - Video processing routines for SciPy. ## Geolocation *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. * [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.* * [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. ## Database *Databases implemented in Python.* * [ZODB](http://www.zodb.org/) - A native object database for Python. A key-value and object graph database. ## Database Drivers *Libraties for connecting and operating databases.* * Relational Databases * [mysql-python](http://sourceforge.net/projects/mysql-python/) - The MySQL database connector for Python. * [mysql-connector-python](https://pypi.python.org/pypi/mysql-connector-python) - A pure Python MySQL driver from Oracle (in case you don't want or can't install system MySQL library) * [oursql](https://pythonhosted.org/oursql/) - A better MySQL connector for Python with support for native prepared statements and BLOBs. * [psycopg2](http://initd.org/psycopg/) - The most popular PostgreSQL adapter for the Python. * NoSQL Databases * [cassandra-python-driver](https://github.com/datastax/python-driver) - Python driver for Cassandra by Datastax. * [pycassa](https://github.com/pycassa/pycassa) - Python Thrift driver for Cassandra. * [PyMongo](http://docs.mongodb.org/ecosystem/drivers/python/) - The official Python client for MongoDB. * [redis-py](https://github.com/andymccurdy/redis-py) - The Redis Python Client. ## ORM *Libraries that implement Object-Relational Mapping or datamapping techniques.* * 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. * NoSQL Databases * [MongoEngine](http://mongoengine.org/) - A Python Object-Document-Mapper for working with MongoDB. * [django-mongodb-engine](https://github.com/django-nonrel/mongodb-engine) - Django MongoDB Backend. * [redisco](https://github.com/kiddouk/redisco) - A Python Library for Simple Models and Containers Persisted in Redis. ## Web Frameworks *Full stack web frameworks.* * [Django](https://www.djangoproject.com/) - The most popular web framework in Python. * [Flask](http://flask.pocoo.org/) - A microframework for Python. * [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. * [web2py](http://www.web2py.com) - A full stack web framework and platform focused in the ease of use. * [web.py](http://webpy.org/) - A web framework for Python that is as simple as it is powerful. * [TurboGears](http://www.turbogears.org/) - The Web Framework that scales with you. Starts as a microframework and scales up to a fullstack solution. * [CherryPy](http://www.cherrypy.org/) - A Minimalist Python Web Framework, HTTP/1.1-compliant and WSGI thread-pooled. * [Grok](http://grok.zope.org/) - A framework built on the existing Zope 3 libraries, offers a lot of building blocks for web development. * [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. * [guava](https://github.com/flatpeach/guava) - A lightweight and high performance web framework for Python written in C. ## CMS *Content management systems* * [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. * [django-cms](https://www.django-cms.org/en/) - An Open source enterprise content management system based on the django framework. ## RESTful API *Libraries for developing RESTful APIs.* * [cornice](https://cornice.readthedocs.org/) - 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. * [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. * [flask-api-utils](https://github.com/marselester/flask-api-utils) - Flask extension that takes care of API representation and authentication. * [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.* * [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. * [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. * [sanction](https://github.com/demianbrecht/sanction) - A dead simple OAuth2 client implementation. * [jose](https://github.com/demonware/jose) - JavaScript Object Signing and Encryption (JOSE) draft implementation, useful for stateful tokens. ## Template Engine *Libraries and tools for templating and lexing.* * [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 *Libraries for working with event and task queues.* * [celery](http://www.celeryproject.org/) - An asynchronous task queue/job queue based on distributed message passing. * [huey](https://github.com/coleifer/huey) - Little multi-threaded task queue. * [mrq](https://github.com/pricingassistant/mrq) - Mr. Queue - A distributed worker task queue in Python using Redis & gevent. * [rq](http://python-rq.org/) - Simple job queues for Python. ## Search *Libraries and software for indexing and performing search queries on data.* * [django-haystack](https://github.com/toastdriven/django-haystack) - Modular search for Django. * [elasticsearch-py](http://www.elasticsearch.org/guide/en/elasticsearch/client/python-api/current/) - The official low-level Python client for [Elasticsearch](http://www.elasticsearch.org/). * [solrpy](https://code.google.com/p/solrpy/) - A Python client for [solr](http://lucene.apache.org/solr/). * [Whoosh](http://whoosh.readthedocs.org/) - A fast, pure Python search engine library. ## News Feed *Libraries for building user's activities.* * [Feedly](https://github.com/tschellenbach/Feedly) - A library which allows you to build newsfeed and notification systems using Cassandra and/or Redis. * [django-activity-stream](https://github.com/justquick/django-activity-stream) - Generate generic activity streams from the actions on your site. ## Asset Management *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. * [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. * [django-storages](http://code.larlet.fr/django-storages/) - A collection of custom storage backends for Django. ## Caching *Libraries for caching data.* * [Beaker Caching & Sessions](http://beaker.readthedocs.org/en/latest/) - Beaker is a library for caching and sessions for use with web applications and stand-alone Python scripts and applications. * [Dogpile Cache](http://dogpilecache.readthedocs.org/en/latest/) - Dogpile Cache is next generation replacement for Beaker made by same authors. * [HermesCache](https://pypi.python.org/pypi/HermesCache) - Python caching library with tag-based invalidation and dogpile effect prevention. ## Email *Libraries for sending and parsing email.* * [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. * [modoboa](https://github.com/tonioo/modoboa) - A mail hosting and management platform including a modern and simplified Web User Interface. * [envelopes](http://tomekwojcik.github.io/envelopes/) - Mailing for human beings. ## Internationalization *Libraries for woking with i18n.* * [Babel](http://babel.pocoo.org/) - An internationalization library for Python. ## URL Manipulation *Libraries for parsing URLs.* * [furl](https://github.com/gruns/furl) - A small Python library that makes manipulating URLs simple. * [purl](https://github.com/codeinthehole/purl) - A simple, immutable URL class with a clean API for interrogation and manipulation. * [pyshorteners](https://github.com/ellisonleao/pyshorteners) - A pure Python URL shortening lib. ## HTML Manipulation *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. * [lxml](http://lxml.de/) - A very fast, easy-to-use and versatile library for handling HTML and XML. * [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. * [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. * [untangle](https://github.com/stchris/untangle) - Converts XML documents to Python objects for easy access. ## Web Crawling *Libraries for scraping websites.* * [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.* * [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. * [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. * [opengraph](https://github.com/erikriver/opengraph) - A Python module to parse the Open Graph Protocol ## Downloader *Libraries for downloading.* * [s3cmd](https://github.com/s3tools/s3cmd) - A command line tool for managing Amazon S3 and CloudFront. * [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. * [WikiTeam](https://github.com/WikiTeam/wikiteam) - Tools for downloading and preserving wikis. ## Forms *Libraries for working with forms.* * [WTForms](http://wtforms.readthedocs.org/) - A flexible forms validation and rendering library. * [Deform](http://deform.readthedocs.org/) - 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. * [django-remote-forms](https://github.com/WiserTogether/django-remote-forms) - A platform independent Django form serializer. ## Data Validation *Libraries for validating data. Used for forms in many cases.* * [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.* * [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 *Libraries for tagging items.* * [django-taggit](https://github.com/alex/django-taggit) - Simple tagging for Django. ## Admin Panels *Libraries for administrative interfaces.* * [Ajenti](https://github.com/Eugeny/ajenti) - The admin panel your servers deserve. * [Grappelli](http://grappelliproject.com) – A jazzy skin for the Django Admin-Interface. * [django-suit](http://djangosuit.com/) - Alternative Django Admin-Interface (free only for Non-commercial use). * [django-xadmin](https://github.com/sshwsfc/django-xadmin) - Drop-in replacement of Django admin comes with lots of goodies. * [flask-admin](https://github.com/mrjoes/flask-admin) - Simple and extensible administrative interface framework for Flask. * [flower](https://github.com/mher/flower) - Real-time monitor and web admin for Celery. ## Processes and Threads *Libraries for woking with processes or threads* * [multiprocessing](https://docs.python.org/2/library/multiprocessing.html) - (Python standard library) - Process-based "threading" interface. * [threading](https://docs.python.org/2/library/threading.html) - (Python standard library) Higher-level threading interface. * [envoy](https://github.com/kennethreitz/envoy) - Python Subprocesses for Humans™. * [sh](https://github.com/amoffat/sh) - A full-fledged [subprocess](https://docs.python.org/2/library/subprocess.html) replacement for Python. ## Networking *Libraries for network programming.* * [gevent](http://www.gevent.org/) - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet). * [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. * [eventlet](http://eventlet.net/) - Asynchronous framework with WSGI support. * [pyzmq](http://zeromq.github.io/pyzmq/) - A Python wrapper for the 0MQ message library. ## WebSocket *Libraries for woking with WebSocket.* * [AutobahnPython](https://github.com/tavendo/AutobahnPython) - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). * [WebSocket-for-Python](https://github.com/Lawouach/WebSocket-for-Python) - WebSocket client and server library for Python 2 and 3 as well as PyPy. ## WSGI Servers *WSGI-compatible web servers.* * [wsgiref](http://docs.python.org/library/wsgiref.html) - (Python standard library) WSGI reference implementation, single-threaded. * [Werkzeug](http://werkzeug.pocoo.org/) - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects. * [paste](http://pythonpaste.org/) - Multi-threaded, stable, tried and tested. * [rocket](http://pypi.python.org/pypi/rocket) - Multi-threaded. * [waitress](https://waitress.readthedocs.org/en/latest/) - Multi-threaded, poweres Pyramid. * [gunicorn](http://pypi.python.org/pypi/gunicorn) - Pre-forked, partly written in C. * [fapws3](http://www.fapws.org/) - Asynchronous (network side only), written in C. * [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. ## Cryptography * [PyCA's Cryptography](https://cryptography.io/en/latest/) - cryptography is a package designed to expose cryptographic primitives and recipes to Python developers. ## GUI *Libraries for working with graphical user interface applications.* * [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. * [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. ## Game Development *Awesome game development libraries.* * [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. ## 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. * [logbook](http://pythonhosted.org/Logbook/) - Logging replacement for Python. * [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 * [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. * [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 * [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. * [mixer](https://mixer.readthedocs.org) - Generating fake data and creating random fixtures for testing in Django ORM, SQLAlchemy, Peewee, MongoEngine, Pony ORM and etc. * [model_mommy](https://model-mommy.readthedocs.org/) - Creating random fixtures for testing in Django. * Code Coverage * [coverage](https://pypi.python.org/pypi/coverage) - Code coverage measurement. * Load Testing * [locust](https://github.com/locustio/locust) - Scalable user load testing tool written in Python. * Error Handler * [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. ## Code Analysis and Linter *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. * [pycallgraph](https://github.com/gak/pycallgraph) - Creates call graph visualizations for Python applications. * [pylama](https://pylama.readthedocs.org/) - The modular source code checker: pep8, pyflakes, pylint and co. ## 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. * [pudb](https://pypi.python.org/pypi/pudb) – A full-screen, console-based Python debugger. * [pyringe](https://github.com/google/pyringe) - Debugger capable of attaching to and injecting code into Python processes. * [memory_profiler](https://github.com/fabianp/memory_profiler) - Monitor Memory usage of Python code. * [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. ## Science and Data Analysis *Libraries for scientific computing and data analyzing.* * [SciPy](http://www.scipy.org/) - A Python-based ecosystem of open-source software for mathematics, science, and engineering. * [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. * [Open Mining](https://github.com/avelino/mining) - Business Intelligence (BI) in Python (Pandas web interface) * [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. * [astropy](http://www.astropy.org/) - A community Python library for Astronomy. ## 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. ## Machine Learning *Libraries for Machine Learning.* * [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. ## Functional Programming * [fn.py](https://github.com/kachayev/fn.py) - Functional programming in Python: implementation of missing features to enjoy FP. * [funcy](https://github.com/Suor/funcy) - A fancy and practical functional tools. ## 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. * [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. * [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 *Libraries for accessing third party APIs.* * [apache-libcloud](https://libcloud.apache.org/) - One Python library for all clouds. * [boto](https://github.com/boto/boto) - Python interface to Amazon Web Services. * [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. * [facepy](https://github.com/jgorset/facepy) - Facepy makes it really easy to interact with Facebook's Graph API * [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. * [praw](https://github.com/praw-dev/praw) - A Python wrapper for the Reddit API. * [linkedin](https://github.com/ozgur/python-linkedin) - A Python interface for LinkedIn. ## 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. * [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. * [cuisine](https://github.com/sebastien/cuisine) - Chef-like functionality for Fabric. * [doit](http://pydoit.org/) - A task runner/build tool. * [psutil](https://github.com/giampaolo/psutil) - A cross-platform process and system utilities module. * [pexpect](https://github.com/pexpect/pexpect) - A Python module for controlling interactive programs in a pseudo-terminal like GNU expect. * [provy](https://github.com/python-provy/provy) - An easy-to-use provisioning system in Python. ## Foreign Function Interface *Libraries for providing foreign function interface.* * [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. * [SWIG](http://www.swig.org/Doc1.3/Python.html) - Simplified Wrapper and Interface Generator. ## High Performance *Libraries for making Python faster.* * [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 implementation of Python in Python. The interpreter uses black magic to make Python very fast without having to add in additional type information. * [Stackless Python](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.* * [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. ## Workflow Execution *Libraries that enable workflows to be executed (remotely or locally).* * [TaskFlow](http://docs.openstack.org/developer/taskflow/) - A Python library that helps to make task execution easy, consistent and reliable. * [Joblib](http://pythonhosted.org/joblib/index.html) - A set of tools to provide lightweight pipelining in Python. * [Luigi](https://github.com/spotify/luigi) - A Python module that helps you build complex pipelines of batch jobs. * [Spiff](https://github.com/knipknap/SpiffWorkflow) - A powerful workflow engine implemented in pure Python. ## Hardware *Libraries for programming with hardware.* * [wifi](https://wifi.readthedocs.org/) - A Python library and command line tool for working with WiFi on Linux. ## Virtual Networking and SDN (Software Defined Networking) * [Mininet](http://mininet.org/) - A popular network emulator and API written in Python. * [POX](http://www.noxrepo.org/pox/about-pox/) - An open source development platform for Python-based Software Defined Networking (SDN) control applications, such as OpenFlow SDN controllers. * [Pyretic](http://frenetic-lang.org/pyretic/) - A member of the Frenetic family of SDN programming languages that provides powerful abstractions over network switches or emulators. * [SDX Platform](https://github.com/sdn-ixp/internet2award) - SDN based IXP implementation that leverages Mininet, POX and Pyretic. ## Miscellaneous *Useful libraries or tools that don't fit in the categories above.* * [IPython](https://github.com/ipython/ipython) - IPython provides a rich toolkit to help you make the most out of using Python interactively. * [bpython](http://bpython-interpreter.org) – A fancy interface to the Python interpreter for Linux, BSD, OS X and Windows (with some work). ## Editor Plugins *Plugins for various editors.* * Vim * [Python-mode](https://github.com/klen/python-mode) - An all in one plugin for turning Vim into a Python IDE. * [Jedi-vim](https://github.com/davidhalter/jedi-vim) - Vim bindings for the [Jedi](https://github.com/davidhalter/jedi) autocompletion library for Python. * Emacs * [Elpy](https://github.com/jorgenschaefer/elpy) - Emacs Python Development Environment. * 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. # Resources Where to discover new Python libraries. ## Websites * [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 * [Pycoder's Weekly](http://pycoders.com/) - A free weekly newsletter, on Fridays, for those interested in Python development and various topics around Python. * [Python Weekly](http://www.pythonweekly.com/) - A free weekly newsletter featuring curated news, articles, new releases, jobs etc related to Python. ## Twitter * [@pypi](https://twitter.com/pypi) * [@planetpython](https://twitter.com/planetpython) * [@getpy](https://twitter.com/getpy) * [@pycoders](https://twitter.com/pycoders) * [@PythonWeekly](https://twitter.com/PythonWeekly) * [@pythontrending](https://twitter.com/pythontrending) # Contributing Your contributions are always welcome!