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Fucking Awesome Python

A curated list with Github stars and forks stats based on awesome awesome-python

Inspired by fucking-awesome-go.

Admin Panels

Libraries for administrative interfaces.

  • :octocat: Ajenti - ⭐ 213 🍴 43 - The admin panel your servers deserve.
  • 🌎 django-suit - Alternative Django Admin-Interface (free only for Non-commercial use).
  • :octocat: django-xadmin - ⭐ 3155 🍴 962 - Drop-in replacement of Django admin comes with lots of goodies.
  • :octocat: flask-admin - ⭐ 3100 🍴 920 - Simple and extensible administrative interface framework for Flask.
  • :octocat: flower - ⭐ 3103 🍴 559 - Real-time monitor and web admin for Celery.
  • 🌎 Grappelli - A jazzy skin for the Django Admin-Interface.
  • :octocat: Wooey - ⭐ 1088 🍴 109 - A Django app which creates automatic web UIs for Python scripts.

Algorithms and Design Patterns

Python implementation of algorithms and design patterns.

Anti-spam

Libraries for fighting spam.

Asset Management

Tools for managing, compressing and minifying website assets.

Audio

Libraries for manipulating audio.

Authentication

Libraries for implementing authentications schemes.

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.
  • :octocat: PlatformIO - ⭐ 2556 🍴 339 - A console tool to build code with different development platforms.
  • :octocat: PyBuilder - ⭐ 1033 🍴 197 - 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.

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.
    • :octocat: code2flow - ⭐ 515 🍴 83 - Turn your Python and JavaScript code into DOT flowcharts.
    • :octocat: pycallgraph - ⭐ 1145 🍴 166 - A library that visualises the flow (call graph) of your Python application.
  • Linter
    • 🌎 Flake8 - The modular source code checker: pep8, pyflakes and co.
    • :octocat: pylama - ⭐ 438 🍴 54 - 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
    • :octocat: asciimatics - ⭐ 1100 🍴 96 - 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.
    • :octocat: clint - ⭐ 2437 🍴 227 - Python Command-line Application Tools.
    • 🌎 colorama - Cross-platform colored terminal text.
    • 🌎 docopt - Pythonic command line arguments parser.
    • :octocat: Gooey - ⭐ 6008 🍴 357 - Turn command line programs into a full GUI application with one line
    • :octocat: python-prompt-toolkit - ⭐ 4629 🍴 310 - A Library for building powerful interactive command lines.
  • Productivity Tools
    • :octocat: aws-cli - ⭐ 6829 🍴 1373 - A universal command-line interface for Amazon Web Services.
    • :octocat: bashplotlib - ⭐ 900 🍴 60 - Making basic plots in the terminal.
    • :octocat: caniusepython3 - ⭐ 352 🍴 40 - Determine what projects are blocking you from porting to Python 3.
    • :octocat: cookiecutter - ⭐ 7682 🍴 837 - A command-line utility that creates projects from cookiecutters (project templates).
    • :octocat: doitlive - ⭐ 2192 🍴 65 - A tool for live presentations in the terminal.
    • :octocat: howdoi - ⭐ 6529 🍴 593 - Instant coding answers via the command line.
    • :octocat: httpie - ⭐ 36485 🍴 2459 - A command line HTTP client, a user-friendly cURL replacement.
    • :octocat: mycli - ⭐ 6116 🍴 359 - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.
    • :octocat: PathPicker - ⭐ 3882 🍴 254 - Select files out of bash output.
    • :octocat: percol - ⭐ 2585 🍴 127 - Adds flavor of interactive selection to the traditional pipe concept on UNIX.
    • :octocat: pgcli - ⭐ 6971 🍴 322 - Postgres CLI with autocompletion and syntax highlighting.
    • :octocat: SAWS - ⭐ 3704 🍴 187 - A Supercharged AWS CLI.
    • :octocat: thefuck - ⭐ 36768 🍴 1839 - Correcting your previous console command.
    • :octocat: try - ⭐ 434 🍴 21 - A dead simple CLI to try out python packages - It's never been easier.

Compatibility

Libraries for migrating from Python 2 to 3.

Computer Vision

Libraries for computer vision.

Concurrency and Parallelism

Libraries for concurrent and parallel execution.

Configuration

Libraries for storing and parsing configuration options.

Cryptography

  • 🌎 cryptography - A package designed to expose cryptographic primitives and recipes to Python developers.
  • :octocat: hashids - ⭐ 789 🍴 70 - 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.
  • :octocat: PyNacl - ⭐ 511 🍴 104 - Python binding to the Networking and Cryptography (NaCl) library.

Data Analysis

Libraries for data analyzing.

  • :octocat: Blaze - ⭐ 2455 🍴 326 - NumPy and Pandas interface to Big Data.
  • :octocat: Open Mining - ⭐ 902 🍴 173 - 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.

Data Visualization

Libraries for visualizing data. See: awesome-javascript.

Database

Databases implemented in Python.

  • 🌎 pickleDB - A simple and lightweight key-value store for Python.
  • 🌎 PipelineDB - The Streaming SQL Database.
  • :octocat: TinyDB - ⭐ 2323 🍴 230 - 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.

Date and Time

Libraries for working with dates and times.

  • :octocat: arrow - ⭐ 5132 🍴 421 - Better dates & times for Python.
  • :octocat: Chronyk - ⭐ 256 🍴 11 - A Python 3 library for parsing human-written times and dates.
  • :octocat: dateutil - ⭐ 762 🍴 228 - Extensions to the standard Python datetime module.
  • :octocat: delorean - ⭐ 1468 🍴 85 - A library for clearing up the inconvenient truths that arise dealing with datetimes.
  • :octocat: moment - ⭐ 512 🍴 29 - A Python library for dealing with dates/times. Inspired by Moment.js.
  • :octocat: Pendulum - ⭐ 2775 🍴 121 - Python datetimes made easy.
  • :octocat: PyTime - ⭐ 121 🍴 18 - 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.
  • :octocat: when.py - ⭐ 173 🍴 15 - Providing user-friendly functions to help perform common date and time actions.

Debugging Tools

Libraries for debugging code.

Deep Learning

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

  • :octocat: Caffe - ⭐ 25251 🍴 15452 - A fast open framework for deep learning..
  • :octocat: Keras - ⭐ 32755 🍴 12318 - 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.
  • :octocat: TensorFlow - ⭐ 107907 🍴 66708 - The most popular Deep Learning framework created by Google.
  • :octocat: Theano - ⭐ 8428 🍴 2445 - A library for fast numerical computation.

DevOps Tools

Software and libraries for DevOps.

  • :octocat: Ansible - ⭐ 32102 🍴 12482 - A radically simple IT automation platform.
  • 🌎 Cloud-Init - A multi-distribution package that handles early initialization of a cloud instance.
  • :octocat: cuisine - ⭐ 1230 🍴 157 - Chef-like functionality for Fabric.
  • 🌎 Docker Compose - Fast, isolated development environments using Docker.
  • 🌎 Fabric - A simple, Pythonic tool for remote execution and deployment.
  • :octocat: Fabtools - ⭐ 1171 🍴 218 - Tools for writing awesome Fabric files.
  • :octocat: honcho - ⭐ 1142 🍴 111 - A Python clone of Foreman, for managing Procfile-based applications.
  • 🌎 OpenStack - Open source software for building private and public clouds.
  • :octocat: pexpect - ⭐ 1292 🍴 304 - Controlling interactive programs in a pseudo-terminal like GNU expect.
  • :octocat: psutil - ⭐ 3967 🍴 669 - A cross-platform process and system utilities module.
  • :octocat: SaltStack - ⭐ 9128 🍴 4267 - Infrastructure automation and management system.
  • :octocat: supervisor - ⭐ 4579 🍴 827 - Supervisor process control system for UNIX.

Distribution

Libraries to create packaged executables for release distribution.

  • :octocat: dh-virtualenv - ⭐ 1194 🍴 128 - 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).
  • :octocat: PyInstaller - ⭐ 4390 🍴 974 - 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.

Downloader

Libraries for downloading.

  • :octocat: s3cmd - ⭐ 2761 🍴 704 - A command line tool for managing Amazon S3 and CloudFront.
  • :octocat: s4cmd - ⭐ 741 🍴 148 - 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.

Editor Plugins and IDEs

  • Emacs
    • :octocat: Elpy - ⭐ 1271 🍴 170 - Emacs Python Development Environment.
  • Sublime Text
    • :octocat: Anaconda - ⭐ 1853 🍴 207 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE.
    • :octocat: SublimeJEDI - ⭐ 831 🍴 93 - A Sublime Text plugin to the awesome auto-complete library Jedi.
  • Vim
  • Visual Studio
    • :octocat: PTVS - ⭐ 2023 🍴 536 - Python Tools for Visual Studio.
  • Visual Studio Code
    • :octocat: Python - ⭐ 1846 🍴 356 - 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.
    • :octocat: Spyder - ⭐ 3408 🍴 720 - Open Source Python IDE.

Email

Libraries for sending and parsing email.

Environment Management

Libraries for Python version and environment management.

  • :octocat: p - ⭐ 721 🍴 41 - Dead simple interactive Python version management.
  • :octocat: pyenv - ⭐ 12221 🍴 1072 - 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.
  • :octocat: path.py - ⭐ 809 🍴 112 - A module wrapper for os.path.
  • 🌎 pathlib - (Python standard library in Python 3.4+) An cross-platform, object-oriented path library.
  • :octocat: python-magic - ⭐ 1153 🍴 171 - A Python interface to the libmagic file type identification library.
  • :octocat: Unipath - ⭐ 460 🍴 27 - An object-oriented approach to file/directory operations.
  • :octocat: watchdog - ⭐ 3072 🍴 412 - 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.

Functional Programming

Functional Programming with Python.

  • :octocat: CyToolz - ⭐ 474 🍴 42 - Cython implementation of Toolz: High performance functional utilities.
  • :octocat: fn.py - ⭐ 2651 🍴 166 - Functional programming in Python: implementation of missing features to enjoy FP.
  • :octocat: funcy - ⭐ 1809 🍴 87 - A fancy and practical functional tools.
  • :octocat: Toolz - ⭐ 1881 🍴 144 - 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.
  • :octocat: enaml - ⭐ 635 🍴 79 - Creating beautiful user-interfaces with Declaratic Syntax like QML.
  • :octocat: Flexx - ⭐ 1687 🍴 159 - 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.
  • :octocat: Toga - ⭐ 1695 🍴 274 - 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.

HTML Manipulation

Libraries for working with HTML and XML.

  • 🌎 BeautifulSoup - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
  • :octocat: bleach - ⭐ 1535 🍴 171 - A whitelist-based HTML sanitization and text linkification library.
  • 🌎 cssutils - A CSS library for Python.
  • :octocat: html5lib - ⭐ 712 🍴 212 - 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.
  • :octocat: MarkupSafe - ⭐ 220 🍴 66 - Implements a XML/HTML/XHTML Markup safe string for Python.
  • :octocat: pyquery - ⭐ 1533 🍴 139 - A jQuery-like library for parsing HTML.
  • :octocat: untangle - ⭐ 340 🍴 49 - 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.
  • :octocat: xmltodict - ⭐ 3070 🍴 287 - Working with XML feel like you are working with JSON.

HTTP

Libraries for working with HTTP.

  • :octocat: grequests - ⭐ 2701 🍴 266 - requests + gevent for asynchronous HTTP requests.
  • :octocat: httplib2 - ⭐ 387 🍴 185 - Comprehensive HTTP client library.
  • 🌎 requests - HTTP Requests for Humans™.
  • :octocat: treq - ⭐ 436 🍴 116 - Python requests like API built on top of Twisted's HTTP client.
  • :octocat: urllib3 - ⭐ 1699 🍴 567 - 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.
  • :octocat: PyUserInput - ⭐ 746 🍴 175 - A module for cross-platform control of the mouse and keyboard.
  • :octocat: scapy - ⭐ 2844 🍴 658 - A brilliant packet manipulation library.
  • :octocat: wifi - ⭐ 224 🍴 113 - 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.
  • :octocat: PeachPy - ⭐ 1156 🍴 87 - 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.
  • :octocat: Pyston - ⭐ 4437 🍴 300 - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance.
  • :octocat: Pyjion - ⭐ 1215 🍴 61 - A JIT for Python based upon CoreCLR
  • 🌎 Stackless Python - An enhanced version of the Python.

Imagery

Libraries for manipulating images.

Interactive Interpreter

Interactive Python interpreters (REPL).

Internationalization

Libraries for working with i18n.

  • 🌎 Babel - An internationalization library for Python.
  • :octocat: PyICU - ⭐ 74 🍴 33 - 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.
  • :octocat: django-schedule - ⭐ 725 🍴 274 - A calendaring app for Django.
  • 🌎 doit - A task runner and build tool.
  • :octocat: gunnery - ⭐ 666 🍴 70 - Multipurpose task execution tool for distributed systems with web-based interface.
  • 🌎 Joblib - A set of tools to provide lightweight pipelining in Python.
  • :octocat: Plan - ⭐ 1044 🍴 83 - Writing crontab file in Python like a charm.
  • :octocat: schedule - ⭐ 4916 🍴 464 - Python job scheduling for humans.
  • :octocat: Spiff - ⭐ 653 🍴 150 - 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.

Machine Learning

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

MapReduce

Frameworks and libraries for MapReduce.

  • :octocat: dpark - ⭐ 2378 🍴 527 - Python clone of Spark, a MapReduce alike framework in Python.
  • :octocat: dumbo - ⭐ 1033 🍴 162 - Python module that allows one to easily write and run Hadoop programs.
  • :octocat: luigi - ⭐ 9847 🍴 1695 - A module that helps you build complex pipelines of batch jobs.
  • :octocat: mrjob - ⭐ 2282 🍴 558 - Run MapReduce jobs on Hadoop or Amazon Web Services.
  • 🌎 PySpark - The Spark Python API.
  • :octocat: streamparse - ⭐ 1304 🍴 201 - 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.
  • :octocat: PythonNet - ⭐ 1244 🍴 222 - 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.

Natural Language Processing

Libraries for working with human languages.

  • :octocat: Jieba - ⭐ 14783 🍴 4127 - Chinese text segmentation.
  • :octocat: langid.py - ⭐ 1082 🍴 194 - 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.
  • :octocat: SnowNLP - ⭐ 3394 🍴 910 - A library for processing Chinese text.
  • 🌎 spaCy - A library for industrial-strength natural language processing in Python and Cython.
  • :octocat: TextBlob - ⭐ 5400 🍴 713 - Providing a consistent API for diving into common NLP tasks.
  • :octocat: TextGrocery - ⭐ 568 🍴 180 - 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.
  • :octocat: POX - ⭐ 401 🍴 379 - 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.
  • :octocat: SDX Platform - ⭐ 11 🍴 5 - 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.
  • :octocat: diesel - ⭐ 554 🍴 58 - Greenlet-based event I/O Framework for Python.
  • :octocat: pulsar - ⭐ 1649 🍴 132 - Event-driven concurrent framework for Python.
  • 🌎 pyzmq - A Python wrapper for the ZeroMQ message library.
  • 🌎 Twisted - An event-driven networking engine.
  • :octocat: txZMQ - ⭐ 142 🍴 46 - Twisted based wrapper for the ZeroMQ message library.

News Feed

Libraries for building user's activities.

ORM

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

Package Management

Libraries for package and dependency management.

Package Repositories

Local PyPI repository server and proxies.

Permissions

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

  • :octocat: Carteblanche - ⭐ 34 🍴 2 - Module to align code with thoughts of users and designers. Also magically handles navigation and permissions.
  • :octocat: django-guardian - ⭐ 1932 🍴 404 - Implementation of per object permissions for Django 1.2+
  • :octocat: django-rules - ⭐ 709 🍴 63 - A tiny but powerful app providing object-level permissions to Django, without requiring a database.

Processes

Libraries for starting and communicating with OS processes.

Queue

Libraries for working with event and task queues.

  • 🌎 celery - An asynchronous task queue/job queue based on distributed message passing.
  • :octocat: huey - ⭐ 1851 🍴 197 - Little multi-threaded task queue.
  • :octocat: mrq - ⭐ 692 🍴 83 - Mr. Queue - A distributed worker task queue in Python using Redis & gevent.
  • 🌎 rq - Simple job queues for Python.
  • :octocat: simpleq - ⭐ 139 🍴 16 - A simple, infinitely scalable, Amazon SQS based queue.

RESTful API

Libraries for developing RESTful APIs.

  • Django
  • Flask
  • Pyramid
  • Framework agnostic
    • 🌎 falcon - A high-performance framework for building cloud APIs and web app backends.
    • :octocat: hug - ⭐ 5272 🍴 288 - A Python3 framework for cleanly exposing APIs over HTTP and the Command Line with automatic documentation and validation.
    • :octocat: restless - ⭐ 692 🍴 84 - Framework agnostic REST framework based on lessons learned from Tastypie.
    • :octocat: ripozo - ⭐ 184 🍴 22 - Quickly creating REST/HATEOAS/Hypermedia APIs.
    • :octocat: sandman - ⭐ 2297 🍴 181 - Automated REST APIs for existing database-driven systems.

RPC Servers

RPC-compatible servers.

Science

Libraries for scientific computing.

  • 🌎 astropy - A community Python library for Astronomy.
  • :octocat: bcbio-nextgen - ⭐ 590 🍴 267 - Providing best-practice pipelines for fully automated high throughput sequencing analysis.
  • :octocat: bccb - ⭐ 414 🍴 189 - 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.
  • :octocat: PyMC - ⭐ 3533 🍴 871 - 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.
  • :octocat: statsmodels - ⭐ 3159 🍴 1353 - Statistical modeling and econometrics in Python.
  • :octocat: SymPy - ⭐ 5041 🍴 2324 - A Python library for symbolic mathematics.
  • :octocat: Zipline - ⭐ 7512 🍴 2377 - A Pythonic algorithmic trading library.

Search

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

Serialization

Libraries for serializing complex data types

  • :octocat: marshmallow - ⭐ 2809 🍴 306 - 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.

  • :octocat: apex - ⭐ 7235 🍴 500 - Build, deploy, and manage AWS Lambda functions with ease.
  • :octocat: python-lambda - ⭐ 771 🍴 134 - A toolkit for developing and deploying Python code in AWS Lambda.
  • :octocat: Zappa - ⭐ 7635 🍴 785 - A tool for deploying WSGI applications on AWS Lambda and API Gateway.

Specific Formats Processing

Libraries for parsing and manipulating specific text formats.

  • General
    • :octocat: tablib - ⭐ 3097 🍴 464 - A module for Tabular Datasets in XLS, CSV, JSON, YAML.
  • Office
    • :octocat: Marmir - ⭐ 146 🍴 20 - Takes Python data structures and turns them into spreadsheets.
    • 🌎 openpyxl - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
    • :octocat: pyexcel - ⭐ 523 🍴 88 - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.
    • :octocat: python-docx - ⭐ 1290 🍴 433 - Reads, queries and modifies Microsoft Word 2007/2008 docx files.
    • 🌎 relatorio - Templating OpenDocument files.
    • :octocat: unoconv - ⭐ 1277 🍴 291 - 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.
    • :octocat: xlwt / xlrd - ⭐ 804 🍴 243 - Writing and reading data and formatting information from Excel files.
  • PDF
    • :octocat: PDFMiner - ⭐ 3005 🍴 964 - A tool for extracting information from PDF documents.
    • :octocat: PyPDF2 - ⭐ 2036 🍴 544 - A library capable of splitting, merging and transforming PDF pages.
    • 🌎 ReportLab - Allowing Rapid creation of rich PDF documents.
  • Markdown
  • YAML
  • CSV
    • :octocat: csvkit - ⭐ 3357 🍴 457 - Utilities for converting to and working with CSV.
  • Archive
    • :octocat: unp - ⭐ 317 🍴 61 - 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.

  • :octocat: Cactus - ⭐ 3222 🍴 309 - 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.

Template Engine

Libraries and tools for templating and lexing.

  • 🌎 Genshi - Python templating toolkit for generation of web-aware output.
  • :octocat: Jinja2 - ⭐ 5383 🍴 1051 - 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
    • :octocat: hypothesis - ⭐ 2872 🍴 247 - Hypothesis is an advanced Quickcheck style property based testing library.
    • 🌎 mamba - The definitive testing tool for Python. Born under the banner of BDD.
    • :octocat: nose - ⭐ 1222 🍴 339 - A nicer unittest for Python.
    • :octocat: nose2 - ⭐ 475 🍴 111 - The successor to nose, based on unittest2.
    • 🌎 pytest - A mature full-featured Python testing tool.
    • :octocat: Robot Framework - ⭐ 2527 🍴 849 - A generic test automation framework.
    • 🌎 unittest - (Python standard library) Unit testing framework.
  • Test Runners
    • :octocat: green - ⭐ 545 🍴 58 - A clean, colorful test runner.
    • 🌎 tox - Auto builds and tests distributions in multiple Python versions
  • GUI / Web Testing
  • Mock
    • 🌎 doublex - Powerful test doubles framework for Python.
    • :octocat: freezegun - ⭐ 1588 🍴 130 - Travel through time by mocking the datetime module.
    • :octocat: httmock - ⭐ 349 🍴 35 - A mocking library for requests for Python 2.6+ and 3.2+.
    • :octocat: httpretty - ⭐ 1569 🍴 217 - HTTP request mock tool for Python.
    • 🌎 mock - (Python standard library) A mocking and patching library.
    • :octocat: responses - ⭐ 1997 🍴 181 - A utility library for mocking out the requests Python library.
    • :octocat: VCR.py - ⭐ 1221 🍴 175 - Record and replay HTTP interactions on your tests.
  • Object Factories
    • :octocat: factory_boy - ⭐ 1538 🍴 209 - A test fixtures replacement for Python.
    • :octocat: mixer - ⭐ 518 🍴 58 - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc.
    • :octocat: model_mommy - ⭐ 812 🍴 160 - Creating random fixtures for testing in Django.
  • Code Coverage
  • Fake Data
  • Error Handler
    • :octocat: FuckIt.py - ⭐ 2952 🍴 127 - 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.

Third-party APIs

Libraries for accessing third party services APIs. See: List of Python API Wrappers and Libraries.

URL Manipulation

Libraries for parsing URLs.

  • :octocat: furl - ⭐ 1354 🍴 82 - A small Python library that makes manipulating URLs simple.
  • :octocat: purl - ⭐ 214 🍴 23 - A simple, immutable URL class with a clean API for interrogation and manipulation.
  • :octocat: pyshorteners - ⭐ 202 🍴 29 - A pure Python URL shortening lib.
  • :octocat: short_url - ⭐ 117 🍴 21 - Python implementation for generating Tiny URL and bit.ly-like URLs.
  • :octocat: webargs - ⭐ 650 🍴 93 - 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.
  • :octocat: scikit-video - ⭐ 80 🍴 13 - 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.
  • :octocat: netius - ⭐ 98 🍴 5 - 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.

Web Crawling

Libraries for scraping websites.

Web Frameworks

Full stack web frameworks.

WebSocket

Libraries for working with WebSocket.

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

Resources

Where to discover new Python libraries.

Podcasts

Twitter

Websites

Weekly

Other Awesome Lists

List of lists.