Python框架、库和软件资源大全(整理篇)

原文：http://codecloud.net/python-resource-2109.html

现代编程语言的一个非常令人欣慰的事是有很多的社区在驱动语言的发展。

很多来自世界各地的程序员不求回报的写代码为别人造轮子、贡献代码、开发框架。开放源代码使得分散在世界各地的程序员们都能够贡献他们的代码与创新。

Python就是这样一门受到全世界各地开源社区支持的语言。Python可以用来开发各种小工具软件、web应用、科学计算、数据分析等等，Python拥有大量的流行框架，比如Django。使用Python框架时，可以根据自己的需求插入不同的模块，比如可以用Scrapy来实现网络爬虫，可以用SciPy来进行科学计算。

Python很多模块框架都拥有来自社区良好的支持与维护。

Python是一门非常受欢迎的编程语言，最近甚至成为了美国很多大学最受欢迎的编程语言。

下面的这个列表是由程序员的资料库从网络上收集的有个Python的资源

Python 2.7 官方中文文档
Python 3.3 官方中文文档

Awesome Python

Environment Management
Package Management
Distribution
Build Tools
Interactive Interpreter
Files
Date and Time
Text 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 and OAuth
Template Engine
Queue
Search
News Feed
Asset Management
Caching
Email
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
Miscellaneous
Algorithms and Design Patterns
Editor Plugins

Resources

Websites
Weekly
Twitter

Other Awesome Lists
Contributing

Environment Management

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
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.

Package Management

Libraries for package and dependency management.

pip - The Python package and dependency manager.

Python Package Index

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.

Distribution

Libraries to create packaged executables for release distribution.

cx-Freeze - Freezes Python scripts (cross-platform)
py2exe - Freezes Python scripts (Windows)
py2app - Freezes Python scripts (Mac OS X)
PyInstaller - A program that converts Python programs into stand-alone
executables (Windows, Linux, Mac OS X, Solaris and AIX)
dh-virtualenv - Build and distribute a virtualenv as a Debian
package.

Build Tools

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 Interpreter

Interactive Python interpreters.

IPython - IPython provides a rich toolkit to help you make
the most out of using Python interactively.
bpython – A fancy interface to the Python interpreter for Linux,
BSD, OS X and Windows (with some work).

Files

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 - An cross-platform, object-oriented path library
(included in Python 3.4)

Date and Time

Libraries for working with dates and times.

arrow - Better dates & times for Python.
dateutil - Extensions to the standard Python datetime module.
delorean - A library for clearing up the inconvenient truths
that arise dealing with datetimes in Python.
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 Olson
tz database into Python.

Text Processing

Libraries for parsing and manipulating 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.
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.
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.

Specific Formats

tablib - A module for Tabular Datasets in XLS, CSV, JSON,
YAML.
python-docx - Reads, queries and modifies Microsoft
Word 2007/2008 docx files.
xlwt / xlrd -
Packages is for writing and reading data and formatting information from Excel files.
XlsxWriter - A Python module for creating Excel .xlsx files.
mm - Python powered spreadsheets.
PDFMiner - A tool for extracting information from PDF documents.
PyPDF2 - A pure Python PDF library capable of splitting, merging
and transforming PDF pages.
Python-Markdown - A Python implementation of John Gruber’s
Markdown.
Mistune - Fastest and full featured pure Python parsers of
Markdown.
PyYAML - YAML implementations for Python.

Parser

phonenumbers - Library for 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 - A simple Python module for parsing
human names into their individual components.
pyparsing - A general purpose framework for generating parsers.

Natural Language Processing

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 programming language.
It has tools for natural language processing, machine learning, among others.
TextBlob - 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 - 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.

Documentation

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.

Configuration

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.

Command-line Tools

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.

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.

Downloader

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.

Imagery

Libraries for manipulating images.

pillow - Pillow is the friendly PIL fork.
PIL is the Python Imaging Library.
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.

Audio

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.

Video

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.

Geolocation

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.

HTTP

Libraries for working with HTTP.

requests - HTTP Requests for Humans™.
urllib3 - HTTP library with thread-safe connection pooling,
file post support, sanity friendly, and more.
httplib2 - Comprehensive HTTP client library.
treq - Python requests like API built on top of Twisted’s HTTP client.

Database

Databases implemented in Python.

ZODB - A native object database for Python. A key-value and object graph
database.

Database Drivers

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 for Python with support for
native prepared statements and BLOBs.
psycopg2 - The most popular PostgreSQL adapter for Python.
txpostgres - Twisted based asynchronous driver for PostgreSQL.

NoSQL Databases

cassandra-python-driver - Python driver for Cassandra
by Datastax.
pycassa - Python Thrift driver for Cassandra.
PyMongo - The official Python client for MongoDB.
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.

ORM

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.

Web Frameworks

Full stack web frameworks.

Django - The most popular web framework in Python.

awesome-django

Flask - A microframework for Python.

awesome-flask

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 scales with you. 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, offers a lot
of building blocks for web development.
Bluebream - An open-source web application server, framework and library,
created by the Zope community and formerly known as Zope 3.
guava - A lightweight and high performance web framework for
Python written in C.

Permissions

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.

CMS

Content Management Systems.

django-cms - An Open source enterprise content management system
based on the Django framework.
djedi-cms - A lightweight but yet powerful Django content management system
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 - Content Management System built on top of the open source application
server Zope and the accompanying Content Management Framework.
Quokka - Flexible, extensible, small CMS powered by Flask and MongoDB.
Wagtail - A Django content management system.
Widgy - Last CMS framework, based on Django.

E-commerce

Frameworks and libraries for e-commerce.

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 via Pluggable backends.

RESTful API

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-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.

Authentication and OAuth

Libraries for implementing authentications schemes.

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.
jose - JavaScript Object Signing and Encryption (JOSE) draft
implementation, useful for stateful tokens.

Template Engine

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 - Chameleon is an HTML/XML template engine for Python.
Modeled after ZPT, optimized for speed.
Spitfire - A very fast Python template compiler.

Queue

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.

Search

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.

News Feed

Libraries for building user’s activities.

Feedly - A library which allows you to build newsfeed
and notification systems using Cassandra and/or Redis.
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 - Compresses linked and
inline javascript or CSS into a single cached file.
jinja-assets-compressor - A Jinja extension
(compatible with Flask and other frameworks) to compile and/or 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.

Caching

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.

Email

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 User Interface.
envelopes - Mailing for human beings.
mailjet - Mailjet API implementation for batch mailing, statistics
and more.

Internationalization

Libraries for woking with i18n.

Babel - An internationalization library for Python.

URL Manipulation

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.

HTML Manipulation

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.

Web Crawling

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.

Web Content Extracting

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

Forms

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.

Data Validation

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.

Anti-spam

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.

Tagging

Libraries for tagging items.

django-taggit - Simple tagging for Django.

Admin Panels

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

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.

Processes and Threads

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.

Concurrency and Networking

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).

WebSocket

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 Servers

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 Servers

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.

Cryptography

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.
hashids - Implementation of hashids in
Python.

GUI

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 - Create beautiful user-interfaces with Declaratic Syntax
like QML

Game Development

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.

Logging

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.

Testing

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 modern and flexible BDD framework for
Python 3.3 and above, inspired by C#’s

Machine.Specifications

.
pyshould - Should style asserts based on PyHamcrest.

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.

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.

Code Coverage

coverage - Code coverage measurement.

Load Testing

locust - Scalable user load testing tool written in Python.

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.

Code Analysis and Linter

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

Flake8 - The modular source code checker: pep8, pyflakes and
co.
pylama - Code audit tool for Python and JavaScript.
Pylint - A source code analyzer.

Debugging Tools

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.
memory_profiler - Monitor Memory usage of Python code.
django-debug-toolbar - Display various
debug information about the current request/response.
django-devserver - A drop-in replacement for Django’s
runserver.

Science and Data Analysis

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.

Data Visualization

Libraries for visualizing data. See: awesome-javascript’s Data Visualization
section.

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.

Computer Vision

Libraries for computer vision.

OpenCV - Open Source Computer Vision Library.
SimpleCV - An open source framework for building computer vision applications.

Machine Learning

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.

MapReduce

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

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.

Third-party APIs

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.
soundcloud-python - A Python wrapper around the
Soundcloud 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
Wikipedia - A Pythonic wrapper for the Wikipedia API.
python-instagram - A Python Client for Instagram
API.
gmail - A Pythonic interface for Gmail.
praw - A Python wrapper for the Reddit API.
linkedin - A Python interface for LinkedIn.

DevOps Tools

Software and libraries for DevOps.

OpenStack - Open source software for building private and public clouds.
Ansible - An IT automation tool.
SaltStack - Infrastructure automation and management system.
Fabric - Tool for streamlining the use of SSH for application deployment
or systems administration tasks.
Fabtools - Tools for writing awesome Fabric files.
cuisine - Chef-like functionality for Fabric.
psutil - A cross-platform process and system utilities module.
pexpect - A Python module for controlling interactive programs
in a pseudo-terminal like GNU expect.
provy - An easy-to-use provisioning system in Python.

Job Scheduler

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.

Foreign Function Interface

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.

High Performance

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.

Microsoft Windows

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).

Network Virtualization
and SDN

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.

Hardware

Libraries for programming with hardware.

wifi - A Python library and command line tool for working with WiFi
on Linux.
scapy - A brilliant packet manipulation library.

Miscellaneous

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.

Algorithms and Design
Patterns

Collections of algorithms and design patterns.

python-patterns - A collection of design patterns in Python.
algorithms - module of algorithms for Python.

Editor Plugins

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.

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.
Djaneiro - Django support for Sublime Text.

Resources

Where to discover new Python libraries.

Websites

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.

Weekly

Pycoder’s Weekly - A free weekly newsletter, on Fridays, for those interested
in Python development and various topics around Python.
Python Weekly - A free weekly newsletter featuring curated news,
articles, new releases, jobs etc related to Python.

Twitter

@pypi
@planetpython
@getpy
@pycoders
@PythonWeekly
@pythontrending

Other Awesome Lists

List of lists.

Python

pycrumbs
pythonidae
python-github-projects
python_reference
easy-python

Monty

awesome-awesomeness
lists