Python框架、库、软件等等资源大全

A curated list of awesome Python frameworks, libraries, software and resources.

Inspired by awesome-php.

Awesome PythonAdmin PanelsAlgorithms and Design PatternsAnti-spamAsset ManagementAudioAuthenticationBuild ToolsCachingChatOps ToolsCMSCode Analysis and LinterCommand-line ToolsCompatibilityComputer VisionConcurrency and ParallelismConfigurationCryptographyData AnalysisData ValidationData VisualizationDatabase DriversDatabaseDate and TimeDebugging ToolsDeep LearningDevOps ToolsDistributionDocumentationDownloaderE-commerceEditor Plugins and IDEsEmailEnvironment ManagementFilesForeign Function InterfaceFormsFunctional ProgrammingGame DevelopmentGeolocationGUIHardwareHigh PerformanceHTML ManipulationHTTPImageryInteractive InterpreterInternationalizationJob SchedulerLoggingMachine LearningMapReduceMiscellaneousNatural Language ProcessingNetwork VirtualizationNetworkingNews FeedORMPackage ManagementPackage RepositoriesPermissionsProcessesQueueRESTful APIRPC ServersScienceSearchSerializationServerless FrameworksSpecific Formats ProcessingStatic Site GeneratorTaggingTemplate EngineTestingText ProcessingThird-party APIsURL ManipulationVideoWeb Content ExtractingWeb CrawlingWeb FrameworksWebSocketWSGI ServersServicesCode QualityContinuous IntegrationResourcesPodcastsTwitterWebsitesWeeklyOther Awesome ListsContributing

Admin Panels

Libraries for administrative interfaces.

Ajenti - The admin panel your servers deserve.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.Grappelli - A jazzy skin for the Django Admin-Interface.Wooey - A Django app which creates automatic web UIs for Python scripts.

Algorithms and Design Patterns

Python implementation of algorithms and design patterns.

algorithms - A module of algorithms for Python.python-patterns - A collection of design patterns in Python.sortedcontainers - Fast, pure-Python implementation of SortedList, SortedDict, and SortedSet types.

Anti-spam

Libraries for fighting spam.

django-simple-captcha - A simple and highly customizable Django app to add captcha images to any Django form.django-simple-spam-blocker - Simple spam blocker for Django.

Asset Management

Tools for managing, compressing and minifying website assets.

django-compressor - Compresses linked and inline JavaScript or CSS into a single cached file.django-pipeline - An asset packaging library for Django.django-storages - A collection of custom storage back ends for Django.fanstatic - Packages, optimizes, and serves static file dependencies as Python packages.fileconveyor - A daemon to detect and sync files to CDNs, S3 and FTP.flask-assets - Helps you integrate webassets into your Flask app.jinja-assets-compressor - A Jinja extension to compile and compress your assets.webassets - Bundles, optimizes, and manages unique cache-busting URLs for static resources.

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.m3u8 - A module for parsing m3u8 file.mingus - An advanced music theory and notation package with MIDI file and playback support.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.

Authentication

Libraries for implementing authentications schemes.

OAuth Authomatic - Simple but powerful framework agnostic authentication/authorization client.django-allauth - Authentication app for Django that "just works."django-oauth-toolkit - OAuth2 goodies for the Djangonauts.django-oauth2-provider - Providing OAuth2 access to Django app.Flask-OAuthlib - OAuth 1.0/a, 2.0 implementation of client and provider for Flask.OAuthLib - A generic and thorough implementation of the OAuth request-signing logic.python-oauth2 - A fully tested, abstract interface to creating OAuth clients and servers.python-social-auth - An easy-to-setup social authentication mechanism.rauth - A Python library for OAuth 1.0/a, 2.0, and Ofly.sanction - A dead simple OAuth2 client implementation.Others jose - JavaScript Object Signing and Encryption draft implementation.PyJWT - Implementation of the JSON Web Token draft 01.python-jws - Implementation of JSON Web Signatures draft 02.python-jwt - Module for generating and verifying JSON Web Tokens.

Build Tools

Compile software from source code.

BitBake - A make-like build tool for embedded Linux.buildout - A build system for creating, assembling and deploying applications from multiple parts.PlatformIO - A console tool to build code with different development platforms.PyBuilder - A continuous build tool written in pure Python.SCons - A software construction tool.

CMS

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.Kotti - 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.

Caching

Libraries for caching data.

Beaker - A library for caching and sessions for use with web applications and stand-alone Python scripts and applications.DiskCache - SQLite and file backed cache backend with faster lookups than memcached and redis.django-cache-machine - Automatic caching and invalidation for Django models.django-cacheops - A slick ORM cache with automatic granular event-driven invalidation.django-viewlet - Render template parts with extended cache control.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.johnny-cache - A caching framework for django applications.pylibmc - A Python wrapper around the libmemcached interface.

ChatOps Tools

Libraries for chatbot development.

Errbot - The easiest and most popular chatbot to implement ChatOps.

Code Analysis and Linter

Libraries and tools for analysing, parsing and manipulation codebases.

Code Analysis coala - Language independent and easily extendable code analysis application.code2flow - Turn your Python and JavaScript code into DOT flowcharts.pycallgraph - A library that visualises the flow (call graph) of your Python application.pysonar2 - A type inferencer and indexer for Python.Linter Flake8 - The modular source code checker: pep8, pyflakes and co.pylama - Code audit tool for Python and JavaScript.Pylint - A Fully customizable source code analyzer.

Command-line Tools

Libraries for building command-line application.

Command-line Application Development asciimatics - Cross-platform, full-screen terminal package (i.e. mouse/keyboard input and coloured, positioned text output) complete with high-level API for complex animations and special effects.cement - CLI Application Framework for Python.click - A package for creating beautiful command line interfaces in a composable way.cliff - A framework for creating command-line programs with multi-level commands.clint - Python Command-line Application Tools.colorama - Cross-platform colored terminal text.docopt - Pythonic command line arguments parser.Gooey - Turn command line programs into a full GUI application with one linepython-prompt-toolkit - A Library for building powerful interactive command lines.Productivity Tools aws-cli - A universal command-line interface for Amazon Web Services.bashplotlib - Making basic plots in the terminal.caniusepython3 - Determine what projects are blocking you from porting to Python 3.cookiecutter - A command-line utility that creates projects from cookiecutters (project templates).doitlive - A tool for live presentations in the terminal.howdoi - Instant coding answers via the command line.httpie - A command line HTTP client, a user-friendly cURL replacement.mycli - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.PathPicker - Select files out of bash output.percol - Adds flavor of interactive selection to the traditional pipe concept on UNIX.pgcli - Postgres CLI with autocompletion and syntax highlighting.SAWS - A Supercharged AWS CLI.thefuck - Correcting your previous console command.try - A dead simple CLI to try out python packages - It's never been easier.

Compatibility

Libraries for migrating from Python 2 to 3.

Python-Future - The missing compatibility layer between Python 2 and Python 3.Python-Modernize - Modernizes Python code for eventual Python 3 migration.Six - Python 2 and 3 compatibility utilities.

Computer Vision

Libraries for computer vision.

OpenCV - Open Source Computer Vision Library.pyocr - A wrapper for Tesseract and Cuneiform.pytesseract - Another wrapper for Google Tesseract OCR.SimpleCV - An open source framework for building computer vision applications.

Concurrency and Parallelism

Libraries for concurrent and parallel execution.

eventlet - Asynchronous framework with WSGI support.gevent - A coroutine-based Python networking library that uses greenlet.multiprocessing - (Python standard library) Process-based "threading" interface.threading - (Python standard library) Higher-level threading interface.Tomorrow - Magic decorator syntax for asynchronous code.uvloop - Ultra fast implementation of asyncio event loop on top of libuv.

Configuration

Libraries for storing and parsing configuration options.

config - Hierarchical config from the author of logging.ConfigObj - INI file parser with validation.ConfigParser - (Python standard library) INI file parser.profig - Config from multiple formats with value conversion.python-decouple - Strict separation of settings from code.

Cryptography

cryptography - A package designed to expose cryptographic primitives and recipes to Python developers.hashids - Implementation of hashids in Python.Paramiko - A Python (2.6+, 3.3+) implementation of the SSHv2 protocol, providing both client and server functionality.Passlib - Secure password storage/hashing library, very high level.PyCrypto - The Python Cryptography Toolkit.PyNacl - Python binding to the Networking and Cryptography (NaCl) library.

Data Analysis

Libraries for data analyzing.

Blaze - NumPy and Pandas interface to Big Data.Open Mining - Business Intelligence (BI) in Pandas interface.Orange - Data mining, data visualization, analysis and machine learning through visual programming or scripts.Pandas - A library providing high-performance, easy-to-use data structures and data analysis tools.

Data Validation

Libraries for validating data. Used for forms in many cases.

Cerberus - A lightweight and extensible data validation library.colander - Validating and deserializing data obtained via XML, JSON, an HTML form post.jsonschema - An implementation of JSON Schema for Python.schema - A library for validating Python data structures.Schematics - Data Structure Validation.valideer - Lightweight extensible data validation and adaptation library.voluptuous - A Python data validation library.

Data Visualization

Libraries for visualizing data. See: awesome-javascript.

Altair - Declarative statistical visualization library for Python.Bokeh - Interactive Web Plotting for Python.ggplot - Same API as ggplot2 for R.Matplotlib - A Python 2D plotting library.Pygal - A Python SVG Charts Creator.PyGraphviz - Python interface to Graphviz.PyQtGraph - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.Seaborn - Statistical data visualization using Matplotlib.VisPy - High-performance scientific visualization based on OpenGL.

Database

Databases implemented in Python.

pickleDB - A simple and lightweight key-value store for Python.PipelineDB - The Streaming SQL Database.TinyDB - A tiny, document-oriented database.ZODB - A native object database for Python. A key-value and object graph database.

Database Drivers

Libraries for connecting and operating databases.

MySQL - awesome-mysqlmysql-python - The MySQL database connector for Python.mysqlclient - mysql-python fork supporting Python 3.oursql - A better MySQL connector with support for native prepared statements and BLOBs.PyMySQL - Pure Python MySQL driver compatible to mysql-python.PostgreSQL psycopg2 - The most popular PostgreSQL adapter for Python.queries - A wrapper of the psycopg2 library for interacting with PostgreSQL.txpostgres - Twisted based asynchronous driver for PostgreSQL.Other Relational Databases apsw - Another Python SQLite wrapper.dataset - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.pymssql - A simple database interface to Microsoft SQL Server.NoSQL Databases cassandra-python-driver - Python driver for Cassandra.HappyBase - A developer-friendly library for Apache HBase.Plyvel - A fast and feature-rich Python interface to LevelDB.py2neo - Python wrapper client for Neo4j's restful interface.pycassa - Python Thrift driver for Cassandra.PyMongo - The official Python client for MongoDB.redis-py - The Redis Python Client.telephus - Twisted based client for Cassandra.txRedis - Twisted based client for Redis.

Date and Time

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.moment - A Python library for dealing with dates/times. Inspired by Moment.js.Pendulum - Python datetimes made easy.PyTime - A easy-use Python module which aims to operate date/time/datetime by string.pytz - World timezone definitions, modern and historical. Brings the tz database into Python.when.py - Providing user-friendly functions to help perform common date and time actions.

Debugging Tools

Libraries for debugging code.

Debugger django-debug-toolbar - Display various debug information for Django.django-devserver - A drop-in replacement for Django's runserver.flask-debugtoolbar - A port of the django-debug-toolbar to flask.ipdb - IPython-enabled pdb.pudb - A full-screen, console-based Python debugger.pyringe - Debugger capable of attaching to and injecting code into Python processes.wdb - An improbable web debugger through WebSockets.winpdb - A Python Debugger with GUI, capable of remote debugging based on rpdb2.Profiler line_profiler - Line-by-line profiling.memory_profiler - Monitor Memory usage of Python code.profiling - An interactive Python profiler.Others pyelftools - Parsing and analyzing ELF files and DWARF debugging information.python-statsd - Python Client for the statsd server.

Deep Learning

Frameworks for Neural Networks and Deep Learning. See: awesome-deep-learning.

Caffe - A fast open framework for deep learning..Keras - A high-level neural networks library and capable of running on top of either TensorFlow or Theano.Neupy - Running and testing different Artificial Neural Networks algorithms.TensorFlow - The most popular Deep Learning framework created by Google.Theano - A library for fast numerical computation.

DevOps Tools

Software and libraries for DevOps.

Ansible - A radically simple IT automation platform.Cloud-Init - A multi-distribution package that handles early initialization of a cloud instance.cuisine - Chef-like functionality for Fabric.Docker Compose - Fast, isolated development environments using Docker.Fabric - A simple, Pythonic tool for remote execution and deployment.Fabtools - Tools for writing awesome Fabric files.honcho - A Python clone of Foreman, for managing Procfile-based applications.OpenStack - Open source software for building private and public clouds.pexpect - Controlling interactive programs in a pseudo-terminal like GNU expect.psutil - A cross-platform process and system utilities module.SaltStack - Infrastructure automation and management system.supervisor - Supervisor process control system for UNIX.

Distribution

Libraries to create packaged executables for release distribution.

dh-virtualenv - Build and distribute a virtualenv as a Debian package.Nuitka - Compile scripts, modules, packages to an executable or extension module.py2app - Freezes Python scripts (Mac OS X).py2exe - Freezes Python scripts (Windows).PyInstaller - Converts Python programs into stand-alone executables (cross-platform).pynsist - A tool to build Windows installers, installers bundle Python itself.

Documentation

Libraries for generating project documentation.

Sphinx - Python Documentation generator. awesome-sphinxdocMkDocs - Markdown friendly documentation generator.pdoc - Epydoc replacement to auto generate API documentation for Python libraries.Pycco - The literate-programming-style documentation generator.

Downloader

Libraries for downloading.

s3cmd - A command line tool for managing Amazon S3 and CloudFront.s4cmd - Super S3 command line tool, good for higher performance.you-get - A YouTube/Youku/Niconico video downloader written in Python 3.youtube-dl - A small command-line program to download videos from YouTube.

E-commerce

Frameworks and libraries for e-commerce and payments.

alipay - Unofficial Alipay API for Python.Cartridge - A shopping cart app built using the Mezzanine.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.shoop - An open source E-Commerce platform based on Django.

Editor Plugins and IDEs

Emacs Elpy - Emacs Python Development Environment.Sublime Text Anaconda - Anaconda turns your Sublime Text 3 in a full featured Python development IDE.SublimeJEDI - A Sublime Text plugin to the awesome auto-complete library Jedi.Vim Jedi-vim - Vim bindings for the Jedi auto-completion library for Python.Python-mode - An all in one plugin for turning Vim into a Python IDE.YouCompleteMe - Includes Jedi-based completion engine for Python.Visual Studio PTVS - Python Tools for Visual Studio.Visual Studio Code Python - An extension with rich support for the Python language, with features including linting, IntelliSense, formatting, refactoring, debugging, unit tests, and jupyter support.IDE LiClipse - Free polyglot IDE based on Eclipse. Uses PyDev for Python support.PyCharm - Commercial Python IDE by JetBrains. Has free community edition available.Spyder - Open Source Python IDE.

Email

Libraries for sending and parsing email.

envelopes - Mailing for human beings.flanker - A email address and Mime parsing library.imbox - Python IMAP for Humans.inbox.py - Python SMTP Server for Humans.lamson - Pythonic SMTP Application Server.Marrow Mailer - High-performance extensible mail delivery framework.modoboa - A mail hosting and management platform including a modern and simplified Web UI.Nylas Sync Engine - Providing a RESTful API on top of a powerful email sync platform.yagmail - Yet another Gmail/SMTP client.

Environment Management

Libraries for Python version and environment management.

p - Dead simple interactive Python version management.pyenv - Simple Python version management.venv - (Python standard library in Python 3.3+) Creating lightweight virtual environments.virtualenv - A tool to create isolated Python environments.virtualenvwrapper - A set of extensions to virtualenv.

Files

Libraries for file manipulation and MIME type detection.

imghdr - (Python standard library) Determine the type of an image.mimetypes - (Python standard library) Map filenames to MIME types.path.py - A module wrapper for os.path.pathlib - (Python standard library in Python 3.4+) An cross-platform, object-oriented path library.python-magic - A Python interface to the libmagic file type identification library.Unipath - An object-oriented approach to file/directory operations.watchdog - API and shell utilities to monitor file system events.

Foreign Function Interface

Libraries for providing foreign function interface.

cffi - Foreign Function Interface for Python calling C code.ctypes - (Python standard library) Foreign Function Interface for Python calling C code.PyCUDA - A Python wrapper for Nvidia's CUDA API.SWIG - Simplified Wrapper and Interface Generator.

Forms

Libraries for working with forms.

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.WTForms - A flexible forms validation and rendering library.

Functional Programming

Functional Programming with Python.

CyToolz - Cython implementation of Toolz: High performance functional utilities.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.

GUI

Libraries for working with graphical user interface applications.

curses - Built-in wrapper for ncurses used to create terminal GUI applications.enaml - Creating beautiful user-interfaces with Declaratic Syntax like QML.Flexx - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering.kivy - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.pyglet - A cross-platform windowing and multimedia library for Python.PyGObject - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3)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.Tkinter - Tkinter is Python's de-facto standard GUI package.Toga - A Python native, OS native GUI toolkit.urwid - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.wxPython - A blending of the wxWidgets C++ class library with the Python.

Game Development

Awesome game development libraries.

Cocos2d - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications. It is based on pyglet.Panda3D - 3D game engine developed by Disney and maintained by Carnegie Mellon's Entertainment Technology Center. Written in C++, completely wrapped in Python.Pygame - Pygame is a set of Python modules designed for writing games.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.PySDL2 - A ctypes based wrapper for the SDL2 library.RenPy - A Visual Novel engine.

Geolocation

Libraries for geocoding addresses and working with latitudes and longitudes.

django-countries - A Django app that provides country choices for use with forms, flag icons static files, and a country field for models.GeoDjango - A world-class geographic web framework.GeoIP - Python API for MaxMind GeoIP Legacy Database.geojson - Python bindings and utilities for GeoJSON.geopy - Python Geocoding Toolbox.pygeoip - Pure Python GeoIP API.

HTML Manipulation

Libraries for working with HTML and XML.

BeautifulSoup - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.bleach - A whitelist-based HTML sanitization and text linkification library.cssutils - A CSS library for Python.html5lib - A standards-compliant library for parsing and serializing HTML documents and fragments.lxml - A very fast, easy-to-use and versatile library for handling HTML and XML.MarkupSafe - Implements a XML/HTML/XHTML Markup safe string for Python.pyquery - A jQuery-like library for parsing HTML.untangle - Converts XML documents to Python objects for easy access.WeasyPrint - A visual rendering engine for HTML and CSS that can export to PDF.xmldataset - Simple XML Parsing.xmltodict - Working with XML feel like you are working with JSON.

HTTP

Libraries for working with HTTP.

grequests - requests + gevent for asynchronous HTTP requests.httplib2 - Comprehensive HTTP client library.requests - HTTP Requests for Humans™.treq - Python requests like API built on top of Twisted's HTTP client.urllib3 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.

Hardware

Libraries for programming with hardware.

ino - Command line toolkit for working with Arduino.Pingo - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc.Pyro - Python Robotics.PyUserInput - A module for cross-platform control of the mouse and keyboard.scapy - A brilliant packet manipulation library.wifi - A Python library and command line tool for working with WiFi on Linux.

High Performance

Libraries for making Python faster.

Cython - Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains.Numba - Python JIT complier to LLVM aimed at scientific Python.PeachPy - x86-64 assembler embedded in Python. Can be used as inline assembler for Python or as a stand-alone assembler for Windows, Linux, OS X, Native Client and Go.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.Pyston - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance.Stackless Python - An enhanced version of the Python.

Imagery

Libraries for manipulating images.

hmap - Image histogram remapping.imgSeek - A project for searching a collection of images using visual similarity.nude.py - Nudity detection.pagan - Retro identicon (Avatar) generation based on input string and hash.pillow - Pillow is the friendly PIL fork.pyBarcode - Create barcodes in Python without needing PIL.pygram - Instagram-like image filters.python-qrcode - A pure Python QR Code generator.Quads - Computer art based on quadtrees.scikit-image - A Python library for (scientific) image processing.thumbor - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.wand - Python bindings for MagickWand, C API for ImageMagick.

Interactive Interpreter

Interactive Python interpreters (REPL).

bpython - A fancy interface to the Python interpreter.Jupyter Notebook (IPython) - A rich toolkit to help you make the most out of using Python interactively.ptpython - Advanced Python REPL built on top of the python-prompt-toolkit.

Internationalization

Libraries for working with i18n.

Babel - An internationalization library for Python.PyICU - A wrapper of International Components for Unicode C++ library (ICU).

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 and build tool.gunnery - Multipurpose task execution tool for distributed systems with web-based interface.Joblib - A set of tools to provide lightweight pipelining in Python.Plan - Writing crontab file in Python like a charm.schedule - Python job scheduling for humans.Spiff - A powerful workflow engine implemented in pure Python.TaskFlow - A Python library that helps to make task execution easy, consistent and reliable.

Logging

Libraries for generating and working with logs.

Eliot - Logging for complex & distributed systems.logbook - Logging replacement for Python.logging - (Python standard library) Logging facility for Python.Raven - The Python client for Sentry.Sentry - A realtime logging and aggregation server.

Machine Learning

Libraries for Machine Learning. See: awesome-machine-learning.

gensim - Topic Modelling for Humans.MLlib - Apache Spark's scalable Machine Learning library.NuPIC - Numenta Platform for Intelligent Computing.Pylearn2 - A Machine Learning library based on Theano.scikit-learn - The most popular Python library for Machine Learning.vowpal_porpoise - A lightweight Python wrapper for Vowpal Wabbit.

MapReduce

Frameworks and libraries for MapReduce.

dpark - Python clone of Spark, a MapReduce alike framework in Python.dumbo - Python module that allows one to easily write and run Hadoop programs.luigi - A module that helps you build complex pipelines of batch jobs.mrjob - Run MapReduce jobs on Hadoop or Amazon Web Services.PySpark - The Spark Python API.streamparse - Run Python code against real-time streams of data. Integrates with Apache Storm.

Microsoft Windows

Python programming on Microsoft Windows.

Python(x,y) - Scientific-applications-oriented Python Distribution based on Qt and Spyder.pythonlibs - Unofficial Windows binaries for Python extension packages.PythonNet - Python Integration with the .NET Common Language Runtime (CLR).PyWin32 - Python Extensions for Windows.WinPython - Portable development environment for Windows 7/8.

Miscellaneous

Useful libraries or tools that don't fit in the categories above.

blinker - A fast Python in-process signal/event dispatching system.itsdangerous - Various helpers to pass trusted data to untrusted environments.pluginbase - A simple but flexible plugin system for Python.Pychievements - A framework for creating and tracking achievements.Tryton - A general purpose business framework.

Natural Language Processing

Libraries for working with human languages.

Jieba - Chinese text segmentation.langid.py - Stand-alone language identification system.NLTK - A leading platform for building Python programs to work with human language data.Pattern - A web mining module for the Python.SnowNLP - A library for processing Chinese text.spaCy - A library for industrial-strength natural language processing in Python and Cython.TextBlob - Providing a consistent API for diving into common NLP tasks.TextGrocery - A simple, efficient short-text classification tool based on LibLinear and Jieba.

Network Virtualization

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.

Networking

Libraries for networking programming.

asyncio - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.diesel - Greenlet-based event I/O Framework for Python.pulsar - Event-driven concurrent framework for Python.pyzmq - A Python wrapper for the ZeroMQ message library.Twisted - An event-driven networking engine.txZMQ - Twisted based wrapper for the ZeroMQ message library.

News Feed

Libraries for building user's activities.

django-activity-stream - Generating generic activity streams from the actions on your site.Stream-Framework - Building newsfeed and notification systems using Cassandra and Redis.

ORM

Libraries that implement Object-Relational Mapping or data mapping techniques.

Relational Databases Django Models - A part of Django.SQLAlchemy - The Python SQL Toolkit and Object Relational Mapper. awesome-sqlalchemyPeewee - A small, expressive ORM.PonyORM - ORM that provides a generator-oriented interface to SQL.python-sql - Write SQL queries pythonically.NoSQL Databases django-mongodb-engine - Django MongoDB Backend.flywheel - Object mapper for Amazon DynamoDB.hot-redis - Rich Python data types for Redis.MongoEngine - A Python Object-Document-Mapper for working with MongoDB.PynamoDB - A Pythonic interface for Amazon DynamoDB.redisco - A Python Library for Simple Models and Containers Persisted in Redis.Others butterdb - A Python ORM for Google Drive Spreadsheets.dataset - A JSON-based database.

Package Management

Libraries for package and dependency management.

pip - The Python package and dependency manager. Python Package Indexconda - Cross-platform, Python-agnostic binary package manager.Curdling - Curdling is a command line tool for managing Python packages.pip-tools - A set of tools to keep your pinned Python dependencies fresh.wheel - The new standard of Python distribution and are intended to replace eggs.

Package Repositories

Local PyPI repository server and proxies.

warehouse - Next generation Python Package Repository (PyPI). Warehousebandersnatch - PyPI mirroring tool provided by Python Packaging Authority (PyPA).devpi - PyPI server and packaging/testing/release tool.localshop - Local PyPI server (custom packages and auto-mirroring of pypi).

Permissions

Libraries that allow or deny users access to data or functionality.

Carteblanche - Module to align code with thoughts of users and designers. Also magically handles navigation and permissions.django-guardian - Implementation of per object permissions for Django 1.2+django-rules - A tiny but powerful app providing object-level permissions to Django, without requiring a database.

Processes

Libraries for starting and communicating with OS processes.

envoy - Python subprocess for Humans™.sarge - Yet another wrapper for subprocess.sh - A full-fledged subprocess replacement for Python.

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.

RESTful API

Libraries for developing RESTful APIs.

Django django-formapi - Create JSON APIs with Django's form validation.django-rest-framework - A powerful and flexible toolkit to build web APIs.django-tastypie - Creating delicious APIs for Django apps.Flask eve - REST API framework powered by Flask, MongoDB and good intentions.flask-api-utils - Taking care of API representation and authentication for Flask.flask-api - Browsable Web APIs for Flask.flask-restful - Quickly building REST APIs for Flask.flask-restless - Generating RESTful APIs for database models defined with SQLAlchemy.Pyramid cornice - A RESTful framework for Pyramid.Framework agnostic falcon - A high-performance framework for building cloud APIs and web app backends.hug - A Python3 framework for cleanly exposing APIs over HTTP and the Command Line with automatic documentation and validation.restless - Framework agnostic REST framework based on lessons learned from Tastypie.ripozo - Quickly creating REST/HATEOAS/Hypermedia APIs.sandman - Automated REST APIs for existing database-driven systems.

RPC Servers

RPC-compatible servers.

SimpleJSONRPCServer - This library is an implementation of the JSON-RPC specification.SimpleXMLRPCServer - (Python standard library) Simple XML-RPC server implementation, single-threaded.zeroRPC - zerorpc is a flexible RPC implementation based on ZeroMQ and MessagePack.

Science

Libraries for scientific computing.

astropy - A community Python library for Astronomy.bcbio-nextgen - Providing best-practice pipelines for fully automated high throughput sequencing analysis.bccb - Collection of useful code related to biological analysis.Biopython - Biopython is a set of freely available tools for biological computation.cclib - A library for parsing and interpreting the results of computational chemistry packages.NetworkX - A high-productivity software for complex networks.NIPY - A collection of neuroimaging toolkits.NumPy - A fundamental package for scientific computing with Python.Open Babel - A chemical toolbox designed to speak the many languages of chemical data.PyDy - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.PyMC - Markov Chain Monte Carlo sampling toolkit.RDKit - Cheminformatics and Machine Learning Software.SciPy - A Python-based ecosystem of open-source software for mathematics, science, and engineering.statsmodels - Statistical modeling and econometrics in Python.SymPy - A Python library for symbolic mathematics.Zipline - A Pythonic algorithmic trading library.

Search

Libraries and software for indexing and performing search queries on data.

django-haystack - Modular search for Django.elasticsearch-dsl-py - The official high-level Python client for Elasticsearch.elasticsearch-py - The official low-level Python client for Elasticsearch.esengine - ElasticSearch ODM (Object Document Mapper) for Python.solrpy - A Python client for solr.Whoosh - A fast, pure Python search engine library.

Serialization

Libraries for serializing complex data types

marshmallow - marshmallow is an ORM/ODM/framework-agnostic library for converting complex datatypes, such as objects, to and from native Python datatypes.

Serverless Frameworks

Frameworks for developing serverless Python code.

apex - Build, deploy, and manage AWS Lambda functions with ease.python-lambda - A toolkit for developing and deploying Python code in AWS Lambda.Zappa - A tool for deploying WSGI applications on AWS Lambda and API Gateway.

Specific Formats Processing

Libraries for parsing and manipulating specific text formats.

General tablib - A module for Tabular Datasets in XLS, CSV, JSON, YAML.Office Marmir - Takes Python data structures and turns them into spreadsheets.openpyxl - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.pyexcel - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.python-docx - Reads, queries and modifies Microsoft Word 2007/2008 docx files.relatorio - Templating OpenDocument files.unoconv - Convert between any document format supported by LibreOffice/OpenOffice.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.xlwt / xlrd - Writing and reading data and formatting information from Excel files.PDF PDFMiner - A tool for extracting information from PDF documents.PyPDF2 - A library capable of splitting, merging and transforming PDF pages.ReportLab - Allowing Rapid creation of rich PDF documents.Markdown Mistune - Fastest and full featured pure Python parsers of Markdown.Python-Markdown - A Python implementation of John Gruber’s 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.

Static Site Generator

Static site generator is a software that takes some text + templates as input and produces HTML files on the output.

Cactus - Static site generator for designers.Hyde - Jinja2-based static web site generator.Lektor - An easy to use static CMS and blog engine.Nikola - A static website and blog generator.Pelican - Uses Markdown or ReST for content and Jinja 2 for themes. Supports DVCS, Disqus. AGPL.Tinkerer - Tinkerer is a blogging engine/.static website generator powered by Sphinx.

Tagging

Libraries for tagging items.

django-taggit - Simple tagging for Django.

Template Engine

Libraries and tools for templating and lexing.

Genshi - Python templating toolkit for generation of web-aware output.Jinja2 - A modern and designer friendly templating language.Mako - Hyperfast and lightweight templating for the Python platform.

Testing

Libraries for testing codebases and generating test data.

Testing Frameworks hypothesis - Hypothesis is an advanced Quickcheck style property based testing library.mamba - The definitive testing tool for Python. Born under the banner of BDD.nose - A nicer unittest for Python.pytest - A mature full-featured Python testing tool.Robot Framework - A generic test automation framework.unittest - (Python standard library) Unit testing framework.Test Runners green - A clean, colorful test runner.tox - Auto builds and tests distributions in multiple Python versionsGUI / Web Testing locust - Scalable user load testing tool written in Python.PyAutoGUI - PyAutoGUI is a cross-platform GUI automation Python module for human beings.Selenium - Python bindings for Selenium WebDriver.sixpack - A language-agnostic A/B Testing framework.splinter - Open source tool for testing web applications.Mock doublex - Powerful test doubles framework for Python.freezegun - Travel through time by mocking the datetime module.httmock - A mocking library for requests for Python 2.6+ and 3.2+.httpretty - HTTP request mock tool for Python.mock - (Python standard library) A mocking and patching library.responses - A utility library for mocking out the requests Python library.VCR.py - Record and replay HTTP interactions on your tests.Object Factories factory_boy - A test fixtures replacement for Python.mixer - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc.model_mommy - Creating random fixtures for testing in Django.Code Coverage coverage - Code coverage measurement.Fake Data church - is a Python library that help you generate fake data.fake2db - Fake database generator.faker - A Python package that generates fake data.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.

Text Processing

Libraries for parsing and manipulating plain texts.

General chardet - Python 2/3 compatible character encoding detector.difflib - (Python standard library) Helpers for computing deltas.ftfy - Makes Unicode text less broken and more consistent automagically.fuzzywuzzy - Fuzzy String Matching.Levenshtein - Fast computation of Levenshtein distance and string similarity.pangu.py - Spacing texts for CJK and alphanumerics.pyfiglet - An implementation of figlet written in Python.shortuuid - A generator library for concise, unambiguous and URL-safe UUIDs.unidecode - ASCII transliterations of Unicode text.uniout - Print readable chars instead of the escaped string.xpinyin - A library to translate Chinese hanzi (漢字) to pinyin (拼音).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 phonenumbers - Parsing, formatting, storing and validating international phone numbers.PLY - Implementation of lex and yacc parsing tools for PythonPygments - A generic syntax highlighter.pyparsing - A general purpose framework for generating parsers.python-nameparser - Parsing human names into their individual components.python-user-agents - Browser user agent parser.sqlparse - A non-validating SQL parser.

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.django-wordpress - WordPress models and views for Django.facebook-sdk - Facebook Platform Python SDK.facepy - Facepy makes it really easy to interact with Facebook's Graph APIgmail - A Pythonic interface for Gmail.google-api-python-client - Google APIs Client Library for Python.gspread - Google Spreadsheets Python API.twython - A Python wrapper for the Twitter API.

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.short_url - Python implementation for generating Tiny URL and bit.ly-like URLs.webargs - A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, and Pyramid.

Video

Libraries for manipulating video and GIFs.

moviepy - A module for script-based movie editing with many formats, including animated GIFs.scikit-video - Video processing routines for SciPy.

WSGI Servers

WSGI-compatible web servers.

bjoern - Asynchronous, very fast and written in C.fapws3 - Asynchronous (network side only), written in C.gunicorn - Pre-forked, partly written in C.meinheld - Asynchronous, partly written in C.netius - Asynchronous, very fast.paste - Multi-threaded, stable, tried and tested.rocket - Multi-threaded.uWSGI - A project aims at developing a full stack for building hosting services, written in C.waitress - Multi-threaded, powers Pyramid.Werkzeug - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.

Web Content Extracting

Libraries for extracting web contents.

Haul - An Extensible Image Crawler.html2text - Convert HTML to Markdown-formatted text.lassie - Web Content Retrieval for Humans.micawber - A small library for extracting rich content from URLs.newspaper - News extraction, article extraction and content curation in Python.opengraph - A Python module to parse the Open Graph Protocolpython-goose - HTML Content/Article Extractor.python-readability - Fast Python port of arc90's readability tool.sanitize - Bringing sanity to world of messed-up data.sumy - A module for automatic summarization of text documents and HTML pages.textract - Extract text from any document, Word, PowerPoint, PDFs, etc.

Web Crawling

Libraries for scraping websites.

cola - A distributed crawling framework.Demiurge - PyQuery-based scraping micro-framework.feedparser - Universal feed parser.Grab - Site scraping framework.MechanicalSoup - A Python library for automating interaction with websites.portia - Visual scraping for Scrapy.pyspider - A powerful spider system.RoboBrowser - A simple, Pythonic library for browsing the web without a standalone web browser.Scrapy - A fast high-level screen scraping and web crawling framework.

Web Frameworks

Full stack web frameworks.

Bottle - A fast, simple and lightweight WSGI micro web-framework.CherryPy - A minimalist Python web framework, HTTP/1.1-compliant and WSGI thread-pooled.Django - The most popular web framework in Python. awesome-djangoFlask - A microframework for Python. awesome-flaskPyramid - A small, fast, down-to-earth, open source Python web framework. awesome-pyramidTornado - A Web framework and asynchronous networking library.TurboGears - A microframework that can scale up to a full stack solution.

WebSocket

Libraries for working with WebSocket.

AutobahnPython - WebSocket & WAMP for Python on Twisted and asyncio.Crossbar - Open-source Unified Application Router (Websocket & WAMP for Python on Autobahn).django-socketio - WebSockets for Django.WebSocket-for-Python - WebSocket client and server library for Python 2 and 3 as well as PyPy.

Services

Online tools and APIs to simplify development.

Continuous Integration

See: awesome-CIandCD.

CircleCI - A CI service that can run very fast parallel testing. (GitHub only)Travis CI - A popular CI service for your open source and private projects. (GitHub only)Vexor CI - A continuous integration tool for private apps with pay-per-minute billing model.Wercker - A Docker-based platform for building and deploying applications and microservices.

Code Quality

Codacy - Automated Code Review to ship better code, faster. Free for Open Source.Codecov - Code coverage dashboard.Landscape - Hosted continuous Python code metrics.QuantifiedCode - A data-driven, automated, continuous code review tool.

Resources

Where to discover new Python libraries.

Podcasts

Podcast.initTalk Python To Me

Twitter

@codetengu@getpy@importpython@planetpython@pycoders@pypi@pythontrending@PythonWeekly

Websites

/r/CoolGithubProjects/r/PythonAwesome Python @LibHuntDjango PackagesFull Stack PythonPyPI RankingPython 3 Wall of SuperpowersPython HackersPython ZEEFPython 开发社区Trending Python repositories on GitHub today

Weekly

CodeTengu WeeklyImport Python NewsletterPycoder's WeeklyPython Weekly

Other Awesome Lists

List of lists.

Monty awesomelistsPython pycrumbspython-github-projectspython_referencepythonidae

Contributing

Your contributions are always welcome! Please take a look at the contribution guidelines first.

I will keep some pull requests open if I'm not sure whether those libraries are awesome, you could vote for them by adding ? to them. Pull requests will be merged when their votes reach 20.

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