A curated list of awesome Python frameworks, libraries and software. Inspired by awesome-php.
- Awesome Python
- Environment Management
 - Package Management
 - Package Repositories
 - Distribution
 - Build Tools
 - Interactive Interpreter
 - Files
 - Date and Time
 - Text Processing
 - Specific Formats Processing
 - Natural Language Processing
 - Documentation
 - Configuration
 - Command-line Tools
 - Downloader
 - Imagery
 - Audio
 - Video
 - Geolocation
 - HTTP
 - Database
 - Database Drivers
 - ORM
 - Web Frameworks
 - Permissions
 - CMS
 - E-commerce
 - RESTful API
 - Authentication
 - Template Engine
 - Queue
 - Search
 - News Feed
 - Asset Management
 - Caching
 - Internationalization
 - URL Manipulation
 - HTML Manipulation
 - Web Crawling
 - Web Content Extracting
 - Forms
 - Data Validation
 - Anti-spam
 - Tagging
 - Admin Panels
 - Static Site Generator
 - Processes and Threads
 - Concurrency and Networking
 - WebSocket
 - WSGI Servers
 - RPC Servers
 - Cryptography
 - GUI
 - Game Development
 - Logging
 - Testing
 - Code Analysis and Linter
 - Debugging Tools
 - Science and Data Analysis
 - Data Visualization
 - Computer Vision
 - Machine Learning
 - Functional Programming
 - MapReduce
 - Third-party APIs
 - DevOps Tools
 - Job Scheduler
 - Foreign Function Interface
 - High Performance
 - Network Virtualization and SDN
 - Hardware
 - Compatibility
 - Miscellaneous
 - Algorithms and Design Patterns
 - Editor Plugins
 
 - Resources
 - Other Awesome Lists
 - Contributing
 
Libraries for Python version and environment management.
- pyenv - Simple Python version management.
 - virtualenv - A tool to create isolated Python environments.
 - virtualenvwrapper - A set of extensions to virtualenv.
 - virtualenv-api - An API for virtualenv and pip.
 - pew - A set of tools to manage multiple virtual environments.
 - Vex - Run a command in the named virtualenv.
 - PyRun - A one-file, no-installation-needed version of Python.
 
Libraries for package and dependency management.
- pip - The Python package and dependency manager.
 - conda - Cross-platform, Python-agnostic binary package manager.
 - Curdling - Curdling is a command line tool for managing Python packages.
 - wheel - The new standard of Python distribution and are intended to replace eggs.
 
Local PyPI repository server and proxies.
- warehouse - Next generation Python Package Repository (PyPI).
 - devpi - PyPI server and packaging/testing/release tool.
 - localshop - PyPI server which mirrors official packages on-demand, and also supports local (private) package uploads.
 
Libraries to create packaged executables for release distribution.
- cx-Freeze - Freezes Python scripts (cross-platform).
 - py2exe - Freezes Python scripts (Windows).
 - pynsist - A tool to build Windows installers, installers bundle Python itself.
 - py2app - Freezes Python scripts (Mac OS X).
 - PyInstaller - Converts Python programs into stand-alone executables (cross-platform).
 - dh-virtualenv - Build and distribute a virtualenv as a Debian package.
 
Compile software from source code.
- buildout - A build system for creating, assembling and deploying applications from multiple parts, some of which may be non-Python-based.
 - SCons - A software construction tool.
 - PlatformIO - A console tool to build code with different development platforms.
 - BitBake - A make-like build tool with the special focus of distributions and packages for embedded Linux.
 - fabricate - A build tool that finds dependencies automatically for any language.
 
Interactive Python interpreters.
- IPython - A rich toolkit to help you make the most out of using Python interactively.
 - bpython – A fancy interface to the Python interpreter.
 - python-prompt-toolkit - A Library for building powerful interactive command lines.
 
Libraries for file manipulation and MIME type detection.
- mimetypes - (Python standard library) Map filenames to MIME types.
 - imghdr - (Python standard library) Determine the type of an image.
 - python-magic - A Python interface to the libmagic file type identification library.
 - path.py - A module wrapper for os.path.
 - watchdog - API and shell utilities to monitor file system events.
 - Unipath - An object-oriented approach to file/directory operations.
 - pathlib - (Python standard library in Python 3.4+) An cross-platform, object-oriented path library.
 
Libraries for working with dates and times.
- arrow - Better dates & times for Python.
 - Chronyk - A Python 3 library for parsing human-written times and dates.
 - dateutil - Extensions to the standard Python datetime module.
 - delorean - A library for clearing up the inconvenient truths that arise dealing with datetimes.
 - when.py - Providing user-friendly functions to help perform common date and time actions.
 - moment - A Python library for dealing with dates/times. Inspired by Moment.js.
 - pytz - World timezone definitions, modern and historical. Brings the tz database into Python.
 
Libraries for parsing and manipulating plain texts.
- General
- difflib - (Python standard library) Helpers for computing deltas.
 - Levenshtein - Fast computation of Levenshtein distance and string similarity.
 - fuzzywuzzy - Fuzzy String Matching.
 - esmre - Regular expression accelerator.
 - shortuuid - A generator library for concise, unambiguous and URL-safe UUIDs.
 - ftfy - Makes Unicode text less broken and more consistent automagically.
 - unidecode - ASCII transliterations of Unicode text.
 - chardet - Python 2/3 compatible character encoding detector.
 - xpinyin - A library to translate Chinese hanzi (漢字) to pinyin (拼音).
 - pangu.py - Spacing texts for CJK and alphanumerics.
 - pyfiglet - An implementation of figlet written in Python.
 - uniout - Print readable chars instead of the escaped string.
 
 - Slugify
- awesome-slugify - A Python slugify library that can preserve unicode.
 - python-slugify - A Python slugify library that translates unicode to ASCII.
 - unicode-slugify - A slugifier that generates unicode slugs with Django as a dependency.
 
 - Parser
- PLY - Implementation of lex and yacc parsing tools for Python
 - phonenumbers - Parsing, formatting, storing and validating international phone numbers.
 - python-user-agents - Browser user agent parser.
 - sqlparse - A non-validating SQL parser.
 - Pygments - A generic syntax highlighter.
 - python-nameparser - Parsing human names into their individual components.
 - pyparsing - A general purpose framework for generating parsers.
 
 
Libraries for parsing and manipulating specific text formats.
- General
- tablib - A module for Tabular Datasets in XLS, CSV, JSON, YAML.
 
 - Office
- python-docx - Reads, queries and modifies Microsoft Word 2007/2008 docx files.
 - xlwt / xlrd - Writing and reading data and formatting information from Excel files.
 - XlsxWriter - A Python module for creating Excel .xlsx files.
 - xlwings - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.
 - Marmir - Takes Python data structures and turns them into spreadsheets.
 
 - Markdown
- Python-Markdown - A Python implementation of John Gruber’s Markdown.
 - Mistune - Fastest and full featured pure Python parsers of Markdown.
 
 - YAML
- PyYAML - YAML implementations for Python.
 
 - CSV
- csvkit - Utilities for converting to and working with CSV.
 
 - Archive
- unp - A command line tool that can unpack archives easily.
 
 
Libraries for working with human languages.
- NLTK - A leading platform for building Python programs to work with human language data.
 - Pattern - A web mining module for the Python. It has tools for natural language processing, machine learning, among others.
 - TextBlob - Providing a consistent API for diving into common NLP tasks. Stands on the giant shoulders of NLTK and Pattern.
 - jieba - Chinese Words Segementation Utilities.
 - SnowNLP - A library for processing Chinese text.
 - loso - Another Chinese segmentation library.
 - genius - A Chinese segment base on Conditional Random Field.
 
Libraries for generating project documentation.
- Sphinx - Python Documentation generator.
 - reStructuredText - Markup Syntax and Parser Component of Docutils.
 - MkDocs - Markdown friendly documentation generator.
 - Pycco - The original quick-and-dirty, hundred-line-long, literate-programming-style documentation generator.
 - pdoc - Epydoc replacement to auto generate API documentation for Python libraries.
 
Libraries for storing configuration options.
- ConfigParser - (Python standard library) INI file parser.
 - ConfigObj - INI file parser with validation.
 - config - Hierarchical config from the author of logging.
 - profig - Config from multiple formats with value conversion.
 
Libraries for building command-line application.
- Command-line Application Development
- cement - Cement provides a light-weight and fully featured foundation to build anything from single file scripts to complex and intricately designed applications.
 - click - A package for creating beautiful command line interfaces in a composable way.
 - clint - Python Command-line Application Tools.
 - cliff - A framework for creating command-line programs with multi-level commands.
 - Clime – Clime lets you convert any module into a multi-command CLI program without any configuration.
 - docopt - Pythonic command line arguments parser.
 - colorama - Cross-platform colored terminal text.
 - pyCLI - Command-line applications supporting standard command line parsing, logging, unit and functional testing.
 - Gooey - Turn command line programs into a full GUI application with one line
 
 - Productivity Tools
- cookiecutter - A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.
 - httpie - A command line HTTP client, a user-friendly cURL replacement.
 - percol - Adds flavor of interactive selection to the traditional pipe concept on UNIX.
 - RainbowStream - Smart and nice Twitter client on terminal.
 
 
Libraries for downloading.
- s3cmd - A command line tool for managing Amazon S3 and CloudFront.
 - youtube-dl - A small command-line program to download videos from YouTube.
 - you-get - A YouTube/Youku/Niconico video downloader written in Python 3.
 - coursera - Script for downloading Coursera.org videos and naming them.
 - WikiTeam - Tools for downloading and preserving wikis.
 - subliminal - Library and command line tool to search and download subtitles.
 
Libraries for manipulating images.
- pillow - Pillow is the friendly PIL fork.
 - wand - Python bindings for MagickWand, C API for ImageMagick.
 - thumbor - A smart imaging service. It enables on-demand crop, resizing and flipping of images.
 - imgSeek - A project for searching a collection of images using visual similarity.
 - python-qrcode - A pure Python QR Code generator.
 - pyBarcode - Create barcodes in Python without needing PIL.
 - pygram - Instagram-like image filters.
 - Quads - Computer art based on quadtrees.
 - nude.py - Nudity detection.
 - scikit-image - A Python library for (scientific) image processing.
 - hmap - Image histogram remapping.
 
Libraries for manipulating audio.
- audiolazy - Expressive Digital Signal Processing (DSP) package for Python.
 - audioread - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.
 - beets - A music library manager and MusicBrainz tagger.
 - dejavu - Audio fingerprinting and recognition.
 - django-elastic-transcoder - Django + Amazon Elastic Transcoder.
 - eyeD3 - A tool for working with audio files, specifically MP3 files containing ID3 metadata.
 - id3reader - A Python module for reading MP3 meta data.
 - mutagen - A Python module to handle audio metadata.
 - pydub - Manipulate audio with a simple and easy high level interface.
 - pyechonest - Python client for the Echo Nest API.
 - talkbox - A Python library for speech/signal processing.
 - TimeSide - Open web audio processing framework.
 - tinytag - A library for reading music meta data of MP3, OGG, FLAC and Wave files.
 - m3u8 - A module for parsing m3u8 file.
 
Libraries for manipulating video and GIFs.
- moviepy - A module for script-based movie editing with many formats, including animated GIFs.
 - shorten.tv - Video summarization.
 - scikit-video - Video processing routines for SciPy.
 
Libraries for geocoding addresses and working with latitudes and longitudes.
- GeoDjango - A world-class geographic web framework.
 - geopy - Python Geocoding Toolbox.
 - pygeoip - Pure Python GeoIP API.
 - GeoIP - Python API for MaxMind GeoIP Legacy Database.
 - geojson - Python bindings and utlities for GeoJSON.
 - django-countries - A Django app that provides country choices for use with forms, flag icons static files, and a country field for models.
 
Libraries for working with HTTP.
- requests - HTTP Requests for Humans™.
 - grequests - requests + gevent for asynchronous HTTP requests.
 - urllib3 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.
 - httplib2 - Comprehensive HTTP client library.
 - treq - Python requests like API built on top of Twisted's HTTP client.
 
Databases implemented in Python.
- ZODB - A native object database for Python. A key-value and object graph database.
 - pickleDB - A simple and lightweight key-value store for Python.
 - TinyDB - A tiny, document-oriented database.
 
Libraries for connecting and operating databases.
- Relational Databases
- mysql-python - The MySQL database connector for Python.
 - mysqlclient - mysql-python fork supporting Python 3.
 - PyMySQL - Pure Python MySQL driver compatible to mysql-python.
 - mysql-connector-python - A pure Python MySQL driver from Oracle.
 - oursql - A better MySQL connector with support for native prepared statements and BLOBs.
 - psycopg2 - The most popular PostgreSQL adapter for Python.
 - txpostgres - Twisted based asynchronous driver for PostgreSQL.
 - queries - A wrapper of the psycopg2 library for interacting with PostgreSQL.
 - dataset - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.
 
 - NoSQL Databases
- cassandra-python-driver - Python driver for Cassandra.
 - pycassa - Python Thrift driver for Cassandra.
 - HappyBase - A developer-friendly library for Apache HBase.
 - PyMongo - The official Python client for MongoDB.
 - Plyvel - A fast and feature-rich Python interface to LevelDB.
 - redis-py - The Redis Python Client.
 - py2neo - Python wrapper client for Neo4j's restful interface.
 - telephus - Twisted based client for Cassandra.
 - txRedis - Twisted based client for Redis.
 
 
Libraries that implement Object-Relational Mapping or datamapping techniques.
- Relational Databases
- Django Models - A part of Django.
 - SQLAlchemy - The Python SQL Toolkit and Object Relational Mapper.
 - peewee - A small, expressive ORM.
 - PonyORM - ORM that provides a generator-oriented interface to SQL.
 
 - NoSQL Databases
- MongoEngine - A Python Object-Document-Mapper for working with MongoDB.
 - django-mongodb-engine - Django MongoDB Backend.
 - redisco - A Python Library for Simple Models and Containers Persisted in Redis.
 - flywheel - Object mapper for Amazon DynamoDB.
 
 - Others
- butterdb - A Python ORM for Google Drive Spreadsheets.
 
 
Full stack web frameworks.
- Django - The most popular web framework in Python.
 - Flask - A microframework for Python.
 - Bottle - A fast, simple and lightweight WSGI micro web-framework.
 - Pyramid - A small, fast, down-to-earth, open source Python web framework.
 - web2py - A full stack web framework and platform focused in the ease of use.
 - web.py - A web framework for Python that is as simple as it is powerful.
 - TurboGears - The Web Framework that starts as a microframework and scales up to a fullstack solution.
 - CherryPy - A Minimalist Python Web Framework, HTTP/1.1-compliant and WSGI thread-pooled.
 - Grok - A framework built on the existing Zope 3 libraries.
 - Bluebream - An open-source web application server, framework and library, formerly known as Zope 3.
 - guava - A lightweight and high performance web framework for Python written in C.
 
Libraries that allow or deny users access to data or functionality.
- django-guardian - Implementation of per object permissions for Django 1.2+
 - Carteblanche - Module to align code with thoughts of users and designers. Also magically handles navigation and permissions.
 
Content Management Systems.
- django-cms - An Open source enterprise CMS based on the Django.
 - djedi-cms - A lightweight but yet powerful Django CMS with plugins, inline editing and performance in mind.
 - FeinCMS - One of the most advanced Content Management Systems built on Django.
 - Kotte - A high-level, Pythonic web application framework built on Pyramid.
 - Mezzanine - A powerful, consistent, and flexible content management platform.
 - Opps - A Django-based CMS for magazines, newspapers websites and portals with high-traffic.
 - Plone - A CMS built on top of the open source application server Zope.
 - Quokka - Flexible, extensible, small CMS powered by Flask and MongoDB.
 - Wagtail - A Django content management system.
 - Widgy - Last CMS framework, based on Django.
 
Frameworks and libraries for e-commerce and payments.
- django-oscar - An open-source e-commerce framework for Django.
 - django-shop - A Django based shop system.
 - merchant - A Django app to accept payments from various payment processors.
 - money - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution.
 - python-currencies - Display money format and its filthy currencies.
 
Libraries for developing RESTful APIs.
- cornice - A REST framework for Pyramid.
 - django-rest-framework - A powerful and flexible toolkit that makes it easy to build Web APIs.
 - django-tastypie - Creating delicious APIs for Django apps.
 - django-formapi - Create JSON APIs with HMAC authentication and Django form-validation.
 - flask-api - An implementation of the same web browsable APIs that django-rest-framework provides.
 - flask-restful - An extension for Flask that adds support for quickly building REST APIs.
 - flask-restless - A Flask extension for generating ReSTful APIs for database models defined with SQLAlchemy (or Flask-SQLAlchemy).
 - flask-api-utils - Flask extension that takes care of API representation and authentication.
 - falcon - A high-performance Python framework for building cloud APIs and web app backends.
 - eve - REST API framework powered by Flask, MongoDB and good intentions.
 - sandman - Automated REST APIs for existing database-driven systems.
 - restless - Framework agnostic REST framework based on lessons learned from TastyPie.
 - savory-pie - REST API building library (django, and others)
 
Libraries for implementing authentications schemes.
- OAuth
- Authomatic - Simple but powerful framework agnostic authentication/authorization client package.
 - OAuthLib - A generic, spec-compliant, thorough implementation of the OAuth request-signing logic.
 - rauth - A Python library for OAuth 1.0/a, 2.0, and Ofly.
 - python-oauth2 - A fully tested, abstract interface to creating OAuth clients and servers.
 - python-social-auth - An easy-to-setup social authentication mechanism.
 - django-oauth-toolkit - OAuth2 goodies for the Djangonauts.
 - django-oauth2-provider - Providing OAuth2 access to Django app.
 - django-allauth - Authentication app for Django that "just works."
 - Flask-OAuthlib - OAuth 1.0/a, 2.0 implementation of client and provider for Flask.
 - sanction - A dead simple OAuth2 client implementation.
 
 - Others
- PyJWT - Implementation of the JSON Web Token draft 01.
 - python-jwt - Module for generating and verifying JSON Web Tokens.
 - python-jws - Implementation of JSON Web Signatures draft 02.
 - jose - JavaScript Object Signing and Encryption draft implementation.
 
 
Libraries and tools for templating and lexing.
- Jinja2 - A modern and designer friendly templating language.
 - Genshi - Python templating toolkit for generation of web-aware output.
 - Mako - Hyperfast and lightweight templating for the Python platform.
 - Chameleon - An HTML/XML template engine. Modeled after ZPT, optimized for speed.
 - Spitfire - A very fast Python template compiler.
 
Libraries for working with event and task queues.
- celery - An asynchronous task queue/job queue based on distributed message passing.
 - huey - Little multi-threaded task queue.
 - mrq - Mr. Queue - A distributed worker task queue in Python using Redis & gevent.
 - rq - Simple job queues for Python.
 - simpleq - A simple, infinitely scalable, Amazon SQS based queue.
 
Libraries and software for indexing and performing search queries on data.
- django-haystack - Modular search for Django.
 - elasticsearch-py - The official low-level Python client for Elasticsearch.
 - solrpy - A Python client for solr.
 - Whoosh - A fast, pure Python search engine library.
 
Libraries for building user's activities.
- Feedly - A library to build newsfeed and notification systems using Cassandra and Redis.
 - django-activity-stream - Generate generic activity streams from the actions on your site.
 
Tools for managing, compressing and minifying website assets.
- django-compressor - Compresses linked and inline javascript or CSS into a single cached file.
 - jinja-assets-compressor - A Jinja extension to compile and compress your assets.
 - webassets - Bundles, optimizes, and manages unique cache-busting URLs for static resources.
 - fanstatic - Packages, optimizes, and serves static file dependencies as Python packages.
 - fileconveyor - Monitors changes, processes, and transports assets to CDNs and file storage systems.
 - django-storages - A collection of custom storage backends for Django.
 - glue - Glue is a simple command line tool to generate CSS sprites.
 - libsass-python - A Python binding of libsass, the reference implementation of SASS/SCSS.
 - Flask-Assets - Helps you integrate webassets into your Flask app.
 
Libraries for caching data.
- Beaker - A library for caching and sessions for use with web applications and stand-alone Python scripts and applications.
 - dogpile.cache - dogpile.cache is next generation replacement for Beaker made by same authors.
 - HermesCache - Python caching library with tag-based invalidation and dogpile effect prevention.
 - django-cache-machine - Automatic caching and invalidation for Django models through the ORM.
 - django-cacheops - A slick ORM cache with automatic granular event-driven invalidation.
 - johnny-cache - A caching framework for django applications.
 - django-viewlet - Render template parts with extended cache control.
 - pylibmc - A Python wrapper around the libmemcached interface.
 
Libraries for sending and parsing email.
- inbox.py - Python SMTP Server for Humans.
 - imbox - Python IMAP for Humans.
 - inbox - The open source email toolkit.
 - lamson - Pythonic SMTP Application Server.
 - flanker - A email address and Mime parsing library.
 - marrow.mailer - High-performance extensible mail delivery framework.
 - django-celery-ses - Django email backend with AWS SES and Celery.
 - modoboa - A mail hosting and management platform including a modern and simplified Web UI.
 - envelopes - Mailing for human beings.
 - mailjet - Mailjet API implementation for batch mailing, statistics and more.
 - Talon - Mailgun library to extract message quotations and signatures.
 - pyzmail - Compose, send and parse emails.
 
Libraries for woking with i18n.
Libraries for parsing URLs.
- furl - A small Python library that makes manipulating URLs simple.
 - purl - A simple, immutable URL class with a clean API for interrogation and manipulation.
 - pyshorteners - A pure Python URL shortening lib.
 - short_url - Python implementation for generating Tiny URL and bit.ly-like URLs.
 
Libraries for working with HTML and XML.
- BeautifulSoup - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
 - lxml - A very fast, easy-to-use and versatile library for handling HTML and XML.
 - html5lib - A standards-compliant library for parsing and serializing HTML documents and fragments.
 - pyquery - A jQuery-like library for parsing HTML.
 - cssutils - A CSS library for Python.
 - MarkupSafe - Implements a XML/HTML/XHTML Markup safe string for Python.
 - bleach - A whitelist-based HTML sanitization and text linkification library.
 - xmltodict - Working with XML feel like you are working with JSON.
 - xhtml2pdf - HTML/CSS to PDF converter.
 - untangle - Converts XML documents to Python objects for easy access.
 
Libraries for scraping websites.
- Scrapy - A fast high-level screen scraping and web crawling framework.
 - portia - Visual scraping for Scrapy.
 - feedparser - Universal feed parser.
 - RoboBrowser - A simple, Pythonic library for browsing the web without a standalone web browser.
 - MechanicalSoup - A Python library for automating interaction with websites.
 - mechanize - Stateful programmatic web browsing.
 - Demiurge - PyQuery-based scraping micro-framework.
 
Libraries for extracting web contents.
- newspaper - News extraction, article extraction and content curation in Python.
 - html2text - Convert HTML to Markdown-formatted text.
 - python-goose - HTML Content/Article Extractor.
 - lassie - Web Content Retrieval for Humans.
 - micawber - A small library for extracting rich content from URLs.
 - sumy - A module for automatic summarization of text documents and HTML pages.
 - Haul - An Extensible Image Crawler.
 - python-readability - Fast Python port of arc90's readability tool.
 - opengraph - A Python module to parse the Open Graph Protocol
 - textract - Extract text from any document, Word, PowerPoint, PDFs, etc.
 - sanitize - Bringing sanity to world of messed-up data.
 
Libraries for working with forms.
- WTForms - A flexible forms validation and rendering library.
 - WTForms-JSON - A WTForms extension for JSON data handling.
 - Deform - Python HTML form generation library influenced by the formish form generation library.
 - django-bootstrap3 - Bootstrap 3 integration with Django.
 - django-crispy-forms - A Django app which lets you create beautiful forms in a very elegant and DRY way.
 - django-remote-forms - A platform independent Django form serializer.
 
Libraries for validating data. Used for forms in many cases.
- voluptuous - A Python data validation library. It is primarily intended for validating data coming into Python as JSON, YAML, etc.
 - colander - A system for validating and deserializing data obtained via XML, JSON, an HTML form post or any other equally simple data serialization.
 - schema - A library for validating Python data structures.
 - Schematics - Data Structure Validation.
 - kmatch - A language for matching/validating/filtering Python dictionaries.
 - valideer - Lightweight extensible data validation and adaptation library.
 
Libraries for fighting spam.
- Stopspam - Intelligent spam detection for Python.
 - django-simple-spam-blocker - Simple spam blocker for Django.
 - django-simple-captcha - A simple and highly customizable Django app to add captcha images to any Django form.
 
Libraries for tagging items.
- django-taggit - Simple tagging for Django.
 
Libraries for administrative interfaces.
- Ajenti - The admin panel your servers deserve.
 - Grappelli – A jazzy skin for the Django Admin-Interface.
 - django-suit - Alternative Django Admin-Interface (free only for Non-commercial use).
 - django-xadmin - Drop-in replacement of Django admin comes with lots of goodies.
 - flask-admin - Simple and extensible administrative interface framework for Flask.
 - flower - Real-time monitor and web admin for Celery.
 
Static site generator is a software that takes some text + templates as input and produces html files on the output.
- Pelican - Uses Markdown or ReST for content and Jinja 2 for themes. Supports DVCS, Disqus. AGPL.
 - Cactus – Static site generator for designers.
 - Hyde - Jinja2-based static web site generator.
 - Nikola - A static website and blog generator.
 - Tags - The simplest static site generator.
 - Tinkerer - Tinkerer is a blogging engine/.static website generator powered by Sphinx.
 
Libraries for woking with processes or threads
- multiprocessing - (Python standard library) Process-based "threading" interface.
 - threading - (Python standard library) Higher-level threading interface.
 - envoy - Python Subprocesses for Humans™.
 - sh - A full-fledged subprocess replacement for Python.
 - sarge - A wrapper for subprocess.
 
Libraries for concurrency and network programming.
- asyncio - (Python standard library in Python 3.4+) Asynchronous I/O, event loop, coroutines and tasks.
 - gevent - A coroutine-based Python networking library that uses greenlet.
 - Twisted - An event-driven networking engine.
 - Tornado - A Web framework and asynchronous networking library.
 - pulsar - Event-driven concurrent framework for Python.
 - diesel - Greenlet-based event I/O Framework for Python.
 - eventlet - Asynchronous framework with WSGI support.
 - pyzmq - A Python wrapper for the 0MQ message library.
 - txZMQ - Twisted based wrapper for the 0MQ message library.
 - Crossbar - Open-source Unified Application Router (Websocket & WAMP for Python on Autobahn).
 
Libraries for woking with WebSocket.
- AutobahnPython - WebSocket & WAMP for Python on Twisted and asyncio.
 - WebSocket-for-Python - WebSocket client and server library for Python 2 and 3 as well as PyPy.
 
WSGI-compatible web servers.
- wsgiref - (Python standard library) WSGI reference implementation, single-threaded.
 - Werkzeug - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.
 - paste - Multi-threaded, stable, tried and tested.
 - rocket - Multi-threaded.
 - waitress - Multi-threaded, poweres Pyramid.
 - netius - Asynchronous, very fast.
 - gunicorn - Pre-forked, partly written in C.
 - fapws3 - Asynchronous (network side only), written in C.
 - meinheld - Asynchronous, partly written in C.
 - bjoern - Asynchronous, very fast and written in C.
 
RPC-compatible servers.
- SimpleXMLRPCServer - (Python standard library) Simple XML-RPC server implementation, single-threaded.
 - SimpleJSONRPCServer - This library is an implementation of the JSON-RPC specification.
 - zeroRPC - zerorpc is a flexible RPC implementation based on ZeroMQ and MessagePack.
 
- PyCrypto - The Python Cryptography Toolkit.
 - Paramiko - A Python (2.6+, 3.3+) implementation of the SSHv2 protocol, providing both client and server functionality.
 - cryptography - A package designed to expose cryptographic primitives and recipes to Python developers.
 - PyNacl - Python binding to the Networking and Cryptography (NaCl) library.
 - hashids - Implementation of hashids in Python.
 - Passlib - Secure password storage/hashing library, very high level.
 
Libraries for working with graphical user interface applications.
- PyQt - Python bindings for the Qt cross-platform application and UI framework, with support for both Qt v4 and Qt v5 frameworks.
 - PySide - Python bindings for the Qt cross-platform application and UI framework, supporting the Qt v4 framework.
 - wxPython - A blending of the wxWidgets C++ class library with the Python.
 - kivy - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.
 - curses - Built-in wrapper for ncurses used to create terminal GUI applications.
 - urwid - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
 - pyglet - A cross-platform windowing and multimedia library for Python.
 - Tkinter - Tkinter is Python's de-facto standard GUI package.
 - enaml - Creating beautiful user-interfaces with Declaratic Syntax like QML.
 - Toga - A Python native, OS native GUI toolkit.
 
Awesome game development libraries.
- Pygame - Pygame is a set of Python modules designed for writing games.
 - Cocos2d - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications. It is based on pyglet.
 - PySDL2 - A ctypes based wrapper for the SDL2 library.
 - Panda3D - 3D game engine developed by Disney and maintained by Carnegie Mellon's Entertainment Technology Center. Written in C++, completely wrapped in Python.
 - PyOgre - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D.
 - PyOpenGL - Python ctypes bindings for OpenGL and it's related APIs.
 - PySFML - Python bindings for SFML
 - RenPy - A Visual Novel engine.
 
Libraries for generating and working with log files.
- logging - (Python standard library) Logging facility for Python.
 - logbook - Logging replacement for Python.
 - Sentry - A realtime logging and aggregation server.
 - Raven - The Python client for Sentry.
 
Libraries for testing codebases and generating test data.
- Testing Frameworks
- unittest - (Python standard library) Unit testing framework.
 - nose - nose extends unittest.
 - pytest - A mature full-featured Python testing tool.
 - mamba - The definitive testing tool for Python. Born under the banner of BDD.
 - contexts - A BDD framework for Python 3.3+. Inspired by C#'s 
Machine.Specifications. - pyshould - Should style asserts based on PyHamcrest.
 - pyvows - BDD style testing for Python. Inspired by Vows.js.
 
 - Web Testing
 - Mock
- mock - A Python Mocking and Patching Library for Testing.
 - responses - A utility library for mocking out the requests Python library.
 - doublex - Powerful test doubles framework for Python.
 - freezegun - Travel through time by mocking the datetime module.
 - httpretty - HTTP request mock tool for Python.
 - httmock - A mocking library for requests for Python 2.6+ and 3.2+.
 
 - Code Coverage
- coverage - Code coverage measurement.
 
 - Fake Data
- faker - A Python package that generates fake data.
 - mixer - Generating fake data and creating random fixtures for testing in Django ORM, SQLAlchemy, Peewee, MongoEngine, Pony ORM and etc.
 - model_mommy - Creating random fixtures for testing in Django.
 - ForgeryPy - An easy to use forged data generator for Python. It's a port of forgery.
 - radar - Generate random datetime / time.
 
 - Error Handler
- FuckIt.py - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not.
 
 
Libraries and tools for analysing, parsing and manipulation codebases.
- Code Analysis
- pysonar2 - A type inferencer and indexer for Python.
 - pycallgraph - A library that visualises the flow (call graph) of your Python application.
 - code2flow - Turn your Python and JavaScript code into DOT flowcharts.
 
 - Linter
 
Libraries for debugging code.
- pdb - (Python standard library) The Python Debugger.
 - ipdb - IPython-enabled pdb.
 - winpdb - A Platform Independent Python Debugger with GUI.
 - pudb – A full-screen, console-based Python debugger.
 - pyringe - Debugger capable of attaching to and injecting code into Python processes.
 - python-statsd - Python Client for the statsd server.
 - memory_profiler - Monitor Memory usage of Python code.
 - profiling - An interactive Python profiler.
 - django-debug-toolbar - Display various debug information about the current request/response.
 - django-devserver - A drop-in replacement for Django's runserver.
 - flask-debugtoolbar - A port of the django-debug-toolbar to flask.
 - pyelftools - A pure-Python library for parsing and analyzing ELF files and DWARF debugging information.
 
Libraries for scientific computing and data analyzing.
- SciPy - A Python-based ecosystem of open-source software for mathematics, science, and engineering.
 - NumPy - A fundamental package for scientific computing with Python.
 - Numba - Python JIT (just in time) complier to LLVM aimed at scientific Python by the developers of Cython and NumPy.
 - NetworkX - A high-productivity software for complex networks.
 - Pandas - A library providing high-performance, easy-to-use data structures and data analysis tools.
 - Open Mining - Business Intelligence (BI) in Python (Pandas web interface)
 - PyMC - Markov Chain Monte Carlo sampling toolkit.
 - zipline - A Pythonic algorithmic trading library.
 - PyDy - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion based around NumPy, SciPy, IPython, and matplotlib.
 - SymPy - A Python library for symbolic mathematics.
 - statsmodels - Statistical modeling and econometrics in Python.
 - astropy - A community Python library for Astronomy.
 - orange - Data mining, data visualization, analysis and machine learning through visual programming or Python scripting.
 - RDKit - Cheminformatics and Machine Learning Software.
 - Open Babel - A chemical toolbox designed to speak the many languages of chemical data.
 - cclib - A library for parsing and interpreting the results of computational chemistry packages.
 - Biopython - Biopython is a set of freely available tools for biological computation.
 - bccb - Collection of useful code related to biological analysis.
 - bcbio-nextgen - A toolkit providing best-practice pipelines for fully automated high throughput sequencing analysis.
 - blaze - NumPy and Pandas interface to Big Data.
 
Libraries for visualizing data. See: awesome-javascript.
- matplotlib - A Python 2D plotting library.
 - bokeh - Interactive Web Plotting for Python.
 - plotly - Collaborative web plotting for Python and matplotlib.
 - vincent - A Python to Vega translator.
 - d3py - A plottling library for Python, based on D3.js.
 - ggplot - Same API as ggplot2 for R.
 - Kartograph.py - Rendering beautiful SVG maps in Python.
 - pygal - A Python SVG Charts Creator.
 - pygraphviz - Python interface to Graphviz.
 - PyQtGraph - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.
 
Libraries for computer vision.
- OpenCV - Open Source Computer Vision Library.
 - SimpleCV - An open source framework for building computer vision applications.
 
Libraries for Machine Learning. See: awesome-machine-learning.
- scikit-learn - A Python module for machine learning built on top of SciPy.
 - pattern - Web mining module for Python.
 - NuPIC - Numenta Platform for Intelligent Computing.
 - Pylearn2 - A Machine Learning library based on Theano.
 - hebel - GPU-Accelerated Deep Learning Library in Python.
 - gensim - Topic Modelling for Humans.
 - PyBrain - Another Python Machine Learning Library.
 - Crab - A flexible, fast recommender engine.
 - python-recsys - A Python library for implementing a Recommender System.
 - vowpal_porpoise - A lightweight Python wrapper for Vowpal Wabbit.
 
Framworks and libraries for MapReduce.
- PySpark - The Spark Python API.
 - dpark - Python clone of Spark, a MapReduce alike framework in Python.
 - luigi - A module that helps you build complex pipelines of batch jobs.
 - mrjob - Run MapReduce jobs on Hadoop or Amazon Web Services.
 - dumbo - Python module that allows one to easily write and run Hadoop programs.
 - streamparse - Run Python code against real-time streams of data. Integrates with Apache Storm.
 
Functional Programming with Python.
- fn.py - Functional programming in Python: implementation of missing features to enjoy FP.
 - funcy - A fancy and practical functional tools.
 - Toolz - A collection of functional utilities for iterators, functions, and dictionaries.
 - CyToolz - Cython implementation of Toolz: High performance functional utilities.
 
Libraries for accessing third party services APIs. See: List of Python API Wrappers and Libraries.
- apache-libcloud - One Python library for all clouds.
 - boto - Python interface to Amazon Web Services.
 - twython - A Python wrapper for the Twitter API.
 - google-api-python-client - Google APIs Client Library for Python.
 - gspread - Google Spreadsheets Python API.
 - facebook-sdk - Facebook Platform Python SDK.
 - facepy - Facepy makes it really easy to interact with Facebook's Graph API
 - gmail - A Pythonic interface for Gmail.
 - django-wordpress - WordPress models and views for Django.
 
Software and libraries for DevOps.
- OpenStack - Open source software for building private and public clouds.
 - Ansible - A radically simple IT automation platform.
 - SaltStack - Infrastructure automation and management system.
 - Fabric - A simple, Pythonic tool for remote execution and deployment.
 - Fabtools - Tools for writing awesome Fabric files.
 - cuisine - Chef-like functionality for Fabric.
 - psutil - A cross-platform process and system utilities module.
 - pexpect - Controlling interactive programs in a pseudo-terminal like GNU expect.
 - provy - An easy-to-use provisioning system in Python.
 - honcho - A Python port of Foreman, a tool for managing Procfile-based applications.
 - gunnery - Multipurpose task execution tool for distributed systems with web-based interface.
 - fig - Fast, isolated development environments using Docker.
 
Libraries for scheduling jobs.
- APScheduler - A light but powerful in-process task scheduler that lets you schedule functions.
 - django-schedule - A calendaring app for Django.
 - doit - A task runner/build tool.
 - Joblib - A set of tools to provide lightweight pipelining in Python.
 - Plan - Writing crontab file in Python like a charm.
 - Spiff - A powerful workflow engine implemented in pure Python.
 - schedule - Python job scheduling for humans.
 - TaskFlow - A Python library that helps to make task execution easy, consistent and reliable.
 
Libraries for providing foreign function interface.
- ctypes - (Python standard library) Foreign Function Interface for Python calling C code.
 - cffi - Foreign Function Interface for Python calling C code.
 - SWIG - Simplified Wrapper and Interface Generator.
 - PyCUDA - A Python wrapper for Nvidia's CUDA API.
 
Libraries for making Python faster.
- Cython - Optimizing Static Complier for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains.
 - PyPy - An implementation of Python in Python. The interpreter uses black magic to make Python very fast without having to add in additional type information.
 - Stackless Python - An enhanced version of the Python.
 - Pyston - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance.
 
Python programming on Microsoft Windows.
- pythonlibs - Unofficial Windows(32/64-bit) binaries for Python extension packages
 - Python(x,y) - Scientific-applications-oriented Python Distribution based on Qt and Spyder.
 - spyder - IDE for the Python language with advanced editing, interactive testing, debugging and introspection features (also comes with Anaconda).
 
Tools and libraries for Virtual Networking and SDN (Software Defined Networking).
- Mininet - A popular network emulator and API written in Python.
 - POX - An open source development platform for Python-based Software Defined Networking (SDN) control applications, such as OpenFlow SDN controllers.
 - Pyretic - A member of the Frenetic family of SDN programming languages that provides powerful abstractions over network switches or emulators.
 - SDX Platform - SDN based IXP implementation that leverages Mininet, POX and Pyretic.
 
Libraries for programming with hardware.
- PyUserInput - A module for cross-platform control of the mouse and keyboard.
 - wifi - A Python library and command line tool for working with WiFi on Linux.
 - scapy - A brilliant packet manipulation library.
 - ino - Command line toolkit for working with Arduino.
 - Pyro - Python Robotics.
 
Libraries for migrating from Python 2 to 3.
- Six - Python 2 and 3 compatibility utilities.
 - Python-Future - The missing compatibility layer between Python 2 and Python 3.
 - Python-Modernize - Modernizes Python code for eventual Python 3 migration.
 
Useful libraries or tools that don't fit in the categories above.
- pluginbase - A simple but flexible plugin system for Python.
 - itsdangerous - Various helpers to pass trusted data to untrusted environments.
 - blinker - A fast Python in-process signal/event dispatching system.
 - Pychievements - A framework for creating and tracking achievements.
 
Python implementation of algorithms and design patterns.
- python-patterns - A collection of design patterns in Python.
 - algorithms - module of algorithms for Python.
 
Plugins for editors and IDEs.
- Vim
- Python-mode - An all in one plugin for turning Vim into a Python IDE.
 - Jedi-vim - Vim bindings for the Jedi autocompletion library for Python.
 - YouCompleteMe - Includes Jedi-based completion engine for Python
 
 - Emacs
- Elpy - Emacs Python Development Environment.
 
 - Sublime Text
- SublimeJEDI - A Sublime Text plugin to the awesome autocomplete library Jedi.
 - Anaconda - Anaconda turns your Sublime Text 3 in a full featured Python development IDE.
 
 - Atom
- Linter - A static code analysis tool for Atom.
 - Linter-flake8 - An addon to 
linter, that acts as an interface forflake8. - virtualenv - Atom package for virtualenv management.
 
 
Where to discover new Python libraries.
- r/Python - News about Python.
 - Python 3 Wall of Superpowers - Too many popular Python packages don't support Python 3.
 - Trending Python repositories on GitHub today - Good place to find new Python libraries.
 - CoolGithubProjects - Sharing cool github projects just got easier!
 - Full Stack Python - Plain English explanations for every layer of the Python web application stack.
 - Django Packages - A directory of reusable apps, sites, tools, and more for Django projects.
 
List of lists.
- Python
 - Monty
 
Your contributions are always welcome!