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# Awesome Python [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)
2014-06-27 21:00:06 +00:00
2016-03-20 09:12:13 +00:00
A curated list of awesome Python frameworks, libraries, software and resources.
Inspired by [awesome-php ](https://github.com/ziadoz/awesome-php ).
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- [Awesome Python ](#awesome-python )
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- [Admin Panels ](#admin-panels )
- [Algorithms and Design Patterns ](#algorithms-and-design-patterns )
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- [ASGI Servers ](#asgi-servers )
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- [Asynchronous Programming ](#asynchronous-programming )
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- [Audio ](#audio )
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- [Authentication ](#authentication )
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- [Build Tools ](#build-tools )
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- [Built-in Classes Enhancement ](#built-in-classes-enhancement )
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- [Caching ](#caching )
- [ChatOps Tools ](#chatops-tools )
- [CMS ](#cms )
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- [Code Analysis ](#code-analysis )
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- [Command-line Interface Development ](#command-line-interface-development )
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- [Command-line Tools ](#command-line-tools )
- [Compatibility ](#compatibility )
- [Computer Vision ](#computer-vision )
- [Concurrency and Parallelism ](#concurrency-and-parallelism )
- [Configuration ](#configuration )
- [Cryptography ](#cryptography )
- [Data Analysis ](#data-analysis )
- [Data Validation ](#data-validation )
- [Data Visualization ](#data-visualization )
- [Database Drivers ](#database-drivers )
- [Database ](#database )
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- [Date and Time ](#date-and-time )
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- [Debugging Tools ](#debugging-tools )
- [Deep Learning ](#deep-learning )
- [DevOps Tools ](#devops-tools )
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- [Distributed Computing ](#distributed-computing )
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- [Distribution ](#distribution )
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- [Documentation ](#documentation )
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- [Downloader ](#downloader )
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- [E-commerce ](#e-commerce )
- [Editor Plugins and IDEs ](#editor-plugins-and-ides )
- [Email ](#email )
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- [Enterprise Application Integrations ](#enterprise-application-integrations )
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- [Environment Management ](#environment-management )
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- [Files ](#file )
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- [Foreign Function Interface ](#foreign-function-interface )
- [Forms ](#forms )
- [Functional Programming ](#functional-programming )
- [Game Development ](#game-development )
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- [Geolocation ](#geolocation )
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- [GUI Development ](#gui-development )
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- [Hardware ](#hardware )
- [HTML Manipulation ](#html-manipulation )
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- [HTTP Clients ](#http-clients )
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- [Image Processing ](#image-processing )
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- [Implementations ](#implementations )
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- [Interactive Interpreter ](#interactive-interpreter )
- [Internationalization ](#internationalization )
- [Job Scheduler ](#job-scheduler )
- [Logging ](#logging )
- [Machine Learning ](#machine-learning )
- [Miscellaneous ](#miscellaneous )
- [Natural Language Processing ](#natural-language-processing )
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- [Network Virtualization ](#network-virtualization )
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- [News Feed ](#news-feed )
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- [ORM ](#orm )
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- [Package Management ](#package-management )
- [Package Repositories ](#package-repositories )
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- [Penetration testing ](#penetration-testing )
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- [Permissions ](#permissions )
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- [Processes ](#processes )
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- [Recommender Systems ](#recommender-systems )
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- [Refactoring ](#refactoring )
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- [RESTful API ](#restful-api )
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- [Robotics ](#robotics )
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- [RPC Servers ](#rpc-servers )
- [Science ](#science )
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- [Search ](#search )
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- [Serialization ](#serialization )
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- [Serverless Frameworks ](#serverless-frameworks )
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- [Shell ](#shell )
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- [Specific Formats Processing ](#specific-formats-processing )
- [Static Site Generator ](#static-site-generator )
- [Tagging ](#tagging )
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- [Task Queues ](#task-queues )
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- [Template Engine ](#template-engine )
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- [Testing ](#testing )
- [Text Processing ](#text-processing )
- [Third-party APIs ](#third-party-apis )
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- [URL Manipulation ](#url-manipulation )
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- [Video ](#video )
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- [Web Asset Management ](#web-asset-management )
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- [Web Content Extracting ](#web-content-extracting )
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- [Web Crawling ](#web-crawling )
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- [Web Frameworks ](#web-frameworks )
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- [WebSocket ](#websocket )
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- [WSGI Servers ](#wsgi-servers )
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- [Resources ](#resources )
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- [Books ](#books )
- [Newsletters ](#newsletters )
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- [Podcasts ](#podcasts )
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- [Websites ](#websites )
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- [Contributing ](#contributing )
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---
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## Admin Panels
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*Libraries for administrative interfaces.*
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* [ajenti ](https://github.com/ajenti/ajenti ) - The admin panel your servers deserve.
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* [django-grappelli ](https://grappelliproject.com/ ) - A jazzy skin for the Django Admin-Interface.
* [django-jet ](https://github.com/geex-arts/django-jet ) - Modern responsive template for the Django admin interface with improved functionality.
* [django-suit ](https://djangosuit.com/ ) - Alternative Django Admin-Interface (free only for Non-commercial use).
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* [django-xadmin ](https://github.com/sshwsfc/xadmin ) - Drop-in replacement of Django admin comes with lots of goodies.
* [flask-admin ](https://github.com/flask-admin/flask-admin ) - Simple and extensible administrative interface framework for Flask.
* [flower ](https://github.com/mher/flower ) - Real-time monitor and web admin for Celery.
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* [jet-bridge ](https://github.com/jet-admin/jet-bridge ) - Admin panel framework for any application with nice UI (ex Jet Django).
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* [wooey ](https://github.com/wooey/wooey ) - A Django app which creates automatic web UIs for Python scripts.
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## Algorithms and Design Patterns
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*Python implementation of data structures, algorithms and design patterns. Also see [awesome-algorithms ](https://github.com/tayllan/awesome-algorithms ).*
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* Algorithms
* [algorithms ](https://github.com/keon/algorithms ) - Minimal examples of data structures and algorithms.
* [python-ds ](https://github.com/prabhupant/python-ds ) - A collection of data structure and algorithms for coding interviews.
* [sortedcontainers ](https://github.com/grantjenks/python-sortedcontainers ) - Fast and pure-Python implementation of sorted collections.
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* [TheAlgorithms ](https://github.com/TheAlgorithms/Python ) - All Algorithms implemented in Python.
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* Design Patterns
* [PyPattyrn ](https://github.com/tylerlaberge/PyPattyrn ) - A simple yet effective library for implementing common design patterns.
* [python-patterns ](https://github.com/faif/python-patterns ) - A collection of design patterns in Python.
* [transitions ](https://github.com/pytransitions/transitions ) - A lightweight, object-oriented finite state machine implementation.
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## ASGI Servers
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*[ASGI](https://asgi.readthedocs.io/en/latest/)-compatible web servers.*
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* [daphne ](https://github.com/django/daphne ) - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP.
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* [uvicorn ](https://github.com/encode/uvicorn ) - A lightning-fast ASGI server implementation, using uvloop and httptools.
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## Asynchronous Programming
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* [asyncio ](https://docs.python.org/3/library/asyncio.html ) - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
- [awesome-asyncio ](https://github.com/timofurrer/awesome-asyncio )
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* [trio ](https://github.com/python-trio/trio ) - A friendly library for async concurrency and I/O.
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* [Twisted ](https://twistedmatrix.com/trac/ ) - An event-driven networking engine.
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* [uvloop ](https://github.com/MagicStack/uvloop ) - Ultra fast asyncio event loop.
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## Audio
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*Libraries for manipulating audio and its metadata.*
* Audio
* [audioread ](https://github.com/beetbox/audioread ) - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.
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* [audioFlux ](https://github.com/libAudioFlux/audioFlux ) - A library for audio and music analysis, feature extraction.
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* [dejavu ](https://github.com/worldveil/dejavu ) - Audio fingerprinting and recognition.
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* [kapre ](https://github.com/keunwoochoi/kapre ) - Keras Audio Preprocessors.
* [librosa ](https://github.com/librosa/librosa ) - Python library for audio and music analysis.
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* [matchering ](https://github.com/sergree/matchering ) - A library for automated reference audio mastering.
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* [mingus ](http://bspaans.github.io/python-mingus/ ) - An advanced music theory and notation package with MIDI file and playback support.
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* [pyAudioAnalysis ](https://github.com/tyiannak/pyAudioAnalysis ) - Audio feature extraction, classification, segmentation and applications.
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* [pydub ](https://github.com/jiaaro/pydub ) - Manipulate audio with a simple and easy high level interface.
* [TimeSide ](https://github.com/Parisson/TimeSide ) - Open web audio processing framework.
* Metadata
* [beets ](https://github.com/beetbox/beets ) - A music library manager and [MusicBrainz ](https://musicbrainz.org/ ) tagger.
* [eyeD3 ](https://github.com/nicfit/eyeD3 ) - A tool for working with audio files, specifically MP3 files containing ID3 metadata.
* [mutagen ](https://github.com/quodlibet/mutagen ) - A Python module to handle audio metadata.
* [tinytag ](https://github.com/devsnd/tinytag ) - A library for reading music meta data of MP3, OGG, FLAC and Wave files.
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## Authentication
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*Libraries for implementing authentications schemes.*
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* OAuth
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* [authlib ](https://github.com/lepture/authlib ) - JavaScript Object Signing and Encryption draft implementation.
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* [django-allauth ](https://github.com/pennersr/django-allauth ) - Authentication app for Django that "just works."
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* [django-oauth-toolkit ](https://github.com/evonove/django-oauth-toolkit ) - OAuth 2 goodies for Django.
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* [oauthlib ](https://github.com/idan/oauthlib ) - A generic and thorough implementation of the OAuth request-signing logic.
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* [python-oauth2 ](https://github.com/joestump/python-oauth2 ) - A fully tested, abstract interface to creating OAuth clients and servers.
* [python-social-auth ](https://github.com/omab/python-social-auth ) - An easy-to-setup social authentication mechanism.
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* JWT
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* [pyjwt ](https://github.com/jpadilla/pyjwt ) - JSON Web Token implementation in Python.
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* [python-jose ](https://github.com/mpdavis/python-jose/ ) - A JOSE implementation in Python.
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* [python-jwt ](https://github.com/davedoesdev/python-jwt ) - A module for generating and verifying JSON Web Tokens.
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## Build Tools
*Compile software from source code.*
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* [BitBake ](http://www.yoctoproject.org/docs/1.6/bitbake-user-manual/bitbake-user-manual.html ) - A make-like build tool for embedded Linux.
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* [buildout ](http://www.buildout.org/en/latest/ ) - A build system for creating, assembling and deploying applications from multiple parts.
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* [PlatformIO ](https://github.com/platformio/platformio-core ) - A console tool to build code with different development platforms.
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* [pybuilder ](https://github.com/pybuilder/pybuilder ) - A continuous build tool written in pure Python.
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* [SCons ](http://www.scons.org/ ) - A software construction tool.
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## Built-in Classes Enhancement
*Libraries for enhancing Python built-in classes.*
* [attrs ](https://github.com/python-attrs/attrs ) - Replacement for `__init__` , `__eq__` , `__repr__` , etc. boilerplate in class definitions.
* [bidict ](https://github.com/jab/bidict ) - Efficient, Pythonic bidirectional map data structures and related functionality..
* [Box ](https://github.com/cdgriffith/Box ) - Python dictionaries with advanced dot notation access.
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* [dataclasses ](https://docs.python.org/3/library/dataclasses.html ) - (Python standard library) Data classes.
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* [DottedDict ](https://github.com/carlosescri/DottedDict ) - A library that provides a method of accessing lists and dicts with a dotted path notation.
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## CMS
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*Content Management Systems.*
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* [django-cms ](https://www.django-cms.org/en/ ) - An Open source enterprise CMS based on the Django.
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* [feincms ](https://github.com/feincms/feincms ) - One of the most advanced Content Management Systems built on Django.
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* [indico ](https://github.com/indico/indico ) - A feature-rich event management system, made @ [CERN ](https://en.wikipedia.org/wiki/CERN ).
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* [Kotti ](https://github.com/Kotti/Kotti ) - A high-level, Pythonic web application framework built on Pyramid.
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* [mezzanine ](https://github.com/stephenmcd/mezzanine ) - A powerful, consistent, and flexible content management platform.
* [plone ](https://plone.org/ ) - A CMS built on top of the open source application server Zope.
* [quokka ](https://github.com/rochacbruno/quokka ) - Flexible, extensible, small CMS powered by Flask and MongoDB.
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* [wagtail ](https://wagtail.io/ ) - A Django content management system.
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## Caching
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*Libraries for caching data.*
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* [beaker ](https://github.com/bbangert/beaker ) - A WSGI middleware for sessions and caching.
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* [django-cache-machine ](https://github.com/django-cache-machine/django-cache-machine ) - Automatic caching and invalidation for Django models.
* [django-cacheops ](https://github.com/Suor/django-cacheops ) - A slick ORM cache with automatic granular event-driven invalidation.
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* [dogpile.cache ](http://dogpilecache.readthedocs.io/en/latest/ ) - dogpile.cache is a next generation replacement for Beaker made by the same authors.
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* [HermesCache ](https://pypi.org/project/HermesCache/ ) - Python caching library with tag-based invalidation and dogpile effect prevention.
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* [pylibmc ](https://github.com/lericson/pylibmc ) - A Python wrapper around the [libmemcached ](https://libmemcached.org/libMemcached.html ) interface.
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* [python-diskcache ](http://www.grantjenks.com/docs/diskcache/ ) - SQLite and file backed cache backend with faster lookups than memcached and redis.
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## ChatOps Tools
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*Libraries for chatbot development.*
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* [errbot ](https://github.com/errbotio/errbot/ ) - The easiest and most popular chatbot to implement ChatOps.
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## Code Analysis
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*Tools of static analysis, linters and code quality checkers. Also see [awesome-static-analysis ](https://github.com/mre/awesome-static-analysis ).*
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* Code Analysis
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* [coala ](https://github.com/coala/coala/ ) - Language independent and easily extendable code analysis application.
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* [code2flow ](https://github.com/scottrogowski/code2flow ) - Turn your Python and JavaScript code into DOT flowcharts.
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* [prospector ](https://github.com/PyCQA/prospector ) - A tool to analyse Python code.
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* [pycallgraph ](https://github.com/gak/pycallgraph ) - A library that visualises the flow (call graph) of your Python application.
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* [vulture ](https://github.com/jendrikseipp/vulture ) - A tool for finding and analysing dead Python code.
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* Code Linters
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* [flake8 ](https://pypi.org/project/flake8/ ) - A wrapper around `pycodestyle` , `pyflakes` and McCabe.
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* [awesome-flake8-extensions ](https://github.com/DmytroLitvinov/awesome-flake8-extensions )
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* [pylama ](https://github.com/klen/pylama ) - A code audit tool for Python and JavaScript.
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* [pylint ](https://www.pylint.org/ ) - A fully customizable source code analyzer.
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* [wemake-python-styleguide ](https://github.com/wemake-services/wemake-python-styleguide ) - The strictest and most opinionated python linter ever.
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* Code Formatters
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* [black ](https://github.com/python/black ) - The uncompromising Python code formatter.
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* [isort ](https://github.com/timothycrosley/isort ) - A Python utility / library to sort imports.
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* [yapf ](https://github.com/google/yapf ) - Yet another Python code formatter from Google.
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* Static Type Checkers, also see [awesome-python-typing ](https://github.com/typeddjango/awesome-python-typing )
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* [mypy ](http://mypy-lang.org/ ) - Check variable types during compile time.
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* [pyre-check ](https://github.com/facebook/pyre-check ) - Performant type checking.
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* [typeshed ](https://github.com/python/typeshed ) - Collection of library stubs for Python, with static types.
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* Static Type Annotations Generators
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* [MonkeyType ](https://github.com/Instagram/MonkeyType ) - A system for Python that generates static type annotations by collecting runtime types.
* [pytype ](https://github.com/google/pytype ) - Pytype checks and infers types for Python code - without requiring type annotations.
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## Command-line Interface Development
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*Libraries for building command-line applications.*
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* Command-line Application Development
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* [cement ](http://builtoncement.com/ ) - CLI Application Framework for Python.
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* [click ](http://click.pocoo.org/dev/ ) - A package for creating beautiful command line interfaces in a composable way.
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* [cliff ](https://docs.openstack.org/developer/cliff/ ) - A framework for creating command-line programs with multi-level commands.
2015-08-14 18:34:28 +00:00
* [docopt ](http://docopt.org/ ) - Pythonic command line arguments parser.
2019-03-03 08:56:13 +00:00
* [python-fire ](https://github.com/google/python-fire ) - A library for creating command line interfaces from absolutely any Python object.
2018-04-30 03:45:14 +00:00
* [python-prompt-toolkit ](https://github.com/jonathanslenders/python-prompt-toolkit ) - A library for building powerful interactive command lines.
2018-07-24 03:08:19 +00:00
* Terminal Rendering
2020-08-02 06:51:49 +00:00
* [alive-progress ](https://github.com/rsalmei/alive-progress ) - A new kind of Progress Bar, with real-time throughput, eta and very cool animations.
2018-07-24 03:08:19 +00:00
* [asciimatics ](https://github.com/peterbrittain/asciimatics ) - A package to create full-screen text UIs (from interactive forms to ASCII animations).
* [bashplotlib ](https://github.com/glamp/bashplotlib ) - Making basic plots in the terminal.
2019-05-25 05:05:51 +00:00
* [colorama ](https://pypi.org/project/colorama/ ) - Cross-platform colored terminal text.
2020-02-08 22:05:04 +00:00
* [rich ](https://github.com/willmcgugan/rich ) - Python library for rich text and beautiful formatting in the terminal. Also provides a great `RichHandler` log handler.
2019-05-27 12:30:29 +00:00
* [tqdm ](https://github.com/tqdm/tqdm ) - Fast, extensible progress bar for loops and CLI.
2019-05-25 10:13:53 +00:00
## Command-line Tools
*Useful CLI-based tools for productivity.*
2014-07-07 02:00:55 +00:00
* Productivity Tools
2019-09-11 19:56:44 +00:00
* [copier ](https://github.com/pykong/copier ) - A library and command-line utility for rendering projects templates.
2015-12-13 07:31:19 +00:00
* [cookiecutter ](https://github.com/audreyr/cookiecutter ) - A command-line utility that creates projects from cookiecutters (project templates).
2015-08-14 18:34:28 +00:00
* [doitlive ](https://github.com/sloria/doitlive ) - A tool for live presentations in the terminal.
2015-12-13 07:27:35 +00:00
* [howdoi ](https://github.com/gleitz/howdoi ) - Instant coding answers via the command line.
2020-02-12 18:12:59 +00:00
* [Invoke ](https://github.com/pyinvoke/invoke#readme ) - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.
2015-08-14 18:34:28 +00:00
* [PathPicker ](https://github.com/facebook/PathPicker ) - Select files out of bash output.
2014-07-07 02:00:55 +00:00
* [percol ](https://github.com/mooz/percol ) - Adds flavor of interactive selection to the traditional pipe concept on UNIX.
2015-05-01 10:37:50 +00:00
* [thefuck ](https://github.com/nvbn/thefuck ) - Correcting your previous console command.
2018-03-08 14:04:32 +00:00
* [tmuxp ](https://github.com/tony/tmuxp ) - A [tmux ](https://github.com/tmux/tmux ) session manager.
2018-04-30 03:45:14 +00:00
* [try ](https://github.com/timofurrer/try ) - A dead simple CLI to try out python packages - it's never been easier.
2019-03-03 08:56:13 +00:00
* CLI Enhancements
* [httpie ](https://github.com/jakubroztocil/httpie ) - A command line HTTP client, a user-friendly cURL replacement.
2020-08-02 06:51:49 +00:00
* [iredis ](https://github.com/laixintao/iredis ) - Redis CLI with autocompletion and syntax highlighting.
2019-03-03 08:56:13 +00:00
* [kube-shell ](https://github.com/cloudnativelabs/kube-shell ) - An integrated shell for working with the Kubernetes CLI.
2020-08-02 06:51:49 +00:00
* [litecli ](https://github.com/dbcli/litecli ) - SQLite CLI with autocompletion and syntax highlighting.
2020-04-07 13:04:36 +00:00
* [mycli ](https://github.com/dbcli/mycli ) - MySQL CLI with autocompletion and syntax highlighting.
* [pgcli ](https://github.com/dbcli/pgcli ) - PostgreSQL CLI with autocompletion and syntax highlighting.
2019-03-03 08:56:13 +00:00
* [saws ](https://github.com/donnemartin/saws ) - A Supercharged [aws-cli ](https://github.com/aws/aws-cli ).
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Compatibility
2014-07-17 21:39:01 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for migrating from Python 2 to 3.*
2014-07-17 21:39:01 +00:00
2019-03-03 08:56:13 +00:00
* [python-future ](http://python-future.org/index.html ) - The missing compatibility layer between Python 2 and Python 3.
2020-10-20 20:48:51 +00:00
* [modernize ](https://github.com/PyCQA/modernize ) - Modernizes Python code for eventual Python 3 migration.
2019-05-25 05:05:51 +00:00
* [six ](https://pypi.org/project/six/ ) - Python 2 and 3 compatibility utilities.
2014-07-17 21:39:01 +00:00
2016-11-12 14:27:45 +00:00
## Computer Vision
2014-06-27 21:04:05 +00:00
2020-04-08 12:26:56 +00:00
*Libraries for Computer Vision.*
2014-06-28 07:26:28 +00:00
2020-07-08 10:19:10 +00:00
* [EasyOCR ](https://github.com/JaidedAI/EasyOCR ) - Ready-to-use OCR with 40+ languages supported.
2020-09-02 18:26:59 +00:00
* [Face Recognition ](https://github.com/ageitgey/face_recognition ) - Simple facial recognition library.
2020-07-08 10:17:36 +00:00
* [Kornia ](https://github.com/kornia/kornia/ ) - Open Source Differentiable Computer Vision Library for PyTorch.
2020-08-02 06:51:49 +00:00
* [OpenCV ](https://opencv.org/ ) - Open Source Computer Vision Library.
2020-07-08 10:17:36 +00:00
* [pytesseract ](https://github.com/madmaze/pytesseract ) - A wrapper for [Google Tesseract OCR ](https://github.com/tesseract-ocr ).
2020-04-08 12:26:56 +00:00
* [SimpleCV ](https://github.com/sightmachine/SimpleCV ) - An open source framework for building computer vision applications.
2020-08-02 06:51:49 +00:00
* [tesserocr ](https://github.com/sirfz/tesserocr ) - Another simple, Pillow-friendly, wrapper around the `tesseract-ocr` API for OCR.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Concurrency and Parallelism
2014-11-28 12:31:08 +00:00
2019-05-25 10:09:56 +00:00
*Libraries for concurrent and parallel execution. Also see [awesome-asyncio ](https://github.com/timofurrer/awesome-asyncio ).*
2015-01-22 16:53:30 +00:00
2019-03-03 08:56:13 +00:00
* [concurrent.futures ](https://docs.python.org/3/library/concurrent.futures.html ) - (Python standard library) A high-level interface for asynchronously executing callables.
2016-11-12 14:27:45 +00:00
* [eventlet ](http://eventlet.net/ ) - Asynchronous framework with WSGI support.
* [gevent ](http://www.gevent.org/ ) - A coroutine-based Python networking library that uses [greenlet ](https://github.com/python-greenlet/greenlet ).
2020-08-02 06:51:49 +00:00
* [multiprocessing ](https://docs.python.org/3/library/multiprocessing.html ) - (Python standard library) Process-based parallelism.
2019-03-03 08:56:13 +00:00
* [scoop ](https://github.com/soravux/scoop ) - Scalable Concurrent Operations in Python.
2020-08-02 06:51:49 +00:00
* [uvloop ](https://github.com/MagicStack/uvloop ) - Ultra fast implementation of `asyncio` event loop on top of `libuv` .
2014-11-28 12:23:23 +00:00
2016-11-12 14:27:45 +00:00
## Configuration
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for storing and parsing configuration options.*
2014-06-28 07:26:28 +00:00
2019-03-03 08:56:13 +00:00
* [configobj ](https://github.com/DiffSK/configobj ) - INI file parser with validation.
* [configparser ](https://docs.python.org/3/library/configparser.html ) - (Python standard library) INI file parser.
2020-08-02 06:51:49 +00:00
* [hydra ](https://github.com/facebookresearch/hydra ) - Hydra is a framework for elegantly configuring complex applications.
2020-03-04 02:12:41 +00:00
* [profig ](https://profig.readthedocs.io/en/latest/ ) - Config from multiple formats with value conversion.
2016-11-12 14:27:45 +00:00
* [python-decouple ](https://github.com/henriquebastos/python-decouple ) - Strict separation of settings from code.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Cryptography
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [cryptography ](https://cryptography.io/en/latest/ ) - A package designed to expose cryptographic primitives and recipes to Python developers.
2019-05-25 05:22:39 +00:00
* [paramiko ](https://github.com/paramiko/paramiko ) - The leading native Python SSHv2 protocol library.
2019-03-03 08:56:13 +00:00
* [passlib ](https://passlib.readthedocs.io/en/stable/ ) - Secure password storage/hashing library, very high level.
* [pynacl ](https://github.com/pyca/pynacl ) - Python binding to the Networking and Cryptography (NaCl) library.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Data Analysis
2014-07-01 04:07:16 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for data analyzing.*
2014-06-27 21:04:05 +00:00
2020-08-02 06:51:49 +00:00
* [AWS Data Wrangler ](https://github.com/awslabs/aws-data-wrangler ) - Pandas on AWS.
2016-11-12 14:27:45 +00:00
* [Blaze ](https://github.com/blaze/blaze ) - NumPy and Pandas interface to Big Data.
* [Open Mining ](https://github.com/mining/mining ) - Business Intelligence (BI) in Pandas interface.
2020-08-02 06:51:49 +00:00
* [Optimus ](https://github.com/ironmussa/Optimus ) - Agile Data Science Workflows made easy with PySpark.
2017-07-18 16:34:48 +00:00
* [Orange ](https://orange.biolab.si/ ) - Data mining, data visualization, analysis and machine learning through visual programming or scripts.
2016-11-12 14:27:45 +00:00
* [Pandas ](http://pandas.pydata.org/ ) - A library providing high-performance, easy-to-use data structures and data analysis tools.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Data Validation
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for validating data. Used for forms in many cases.*
2014-06-27 21:04:05 +00:00
2017-07-18 16:34:48 +00:00
* [Cerberus ](https://github.com/pyeve/cerberus ) - A lightweight and extensible data validation library.
* [colander ](https://docs.pylonsproject.org/projects/colander/en/latest/ ) - Validating and deserializing data obtained via XML, JSON, an HTML form post.
2016-11-12 14:27:45 +00:00
* [jsonschema ](https://github.com/Julian/jsonschema ) - An implementation of [JSON Schema ](http://json-schema.org/ ) for Python.
* [schema ](https://github.com/keleshev/schema ) - A library for validating Python data structures.
* [Schematics ](https://github.com/schematics/schematics ) - Data Structure Validation.
* [valideer ](https://github.com/podio/valideer ) - Lightweight extensible data validation and adaptation library.
* [voluptuous ](https://github.com/alecthomas/voluptuous ) - A Python data validation library.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Data Visualization
2014-06-27 21:04:05 +00:00
2019-05-25 10:09:56 +00:00
*Libraries for visualizing data. Also see [awesome-javascript ](https://github.com/sorrycc/awesome-javascript#data-visualization ).*
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
* [Altair ](https://github.com/altair-viz/altair ) - Declarative statistical visualization library for Python.
* [Bokeh ](https://github.com/bokeh/bokeh ) - Interactive Web Plotting for Python.
2021-07-25 06:54:31 +00:00
* [bqplot ](https://github.com/bloomberg/bqplot ) - Interactive Plotting Library for the Jupyter Notebook.
* [Cartopy ](https://github.com/SciTools/cartopy ) - A cartographic python library with matplotlib support.
2019-05-27 12:28:31 +00:00
* [Dash ](https://plot.ly/products/dash/ ) - Built on top of Flask, React and Plotly aimed at analytical web applications.
* [awesome-dash ](https://github.com/Acrotrend/awesome-dash )
2020-02-06 16:56:26 +00:00
* [diagrams ](https://github.com/mingrammer/diagrams ) - Diagram as Code.
2016-11-12 14:27:45 +00:00
* [Matplotlib ](http://matplotlib.org/ ) - A Python 2D plotting library.
2020-08-02 06:51:49 +00:00
* [plotnine ](https://github.com/has2k1/plotnine ) - A grammar of graphics for Python based on ggplot2.
2016-11-12 14:27:45 +00:00
* [Pygal ](http://www.pygal.org/en/latest/ ) - A Python SVG Charts Creator.
2019-05-25 05:05:51 +00:00
* [PyGraphviz ](https://pypi.org/project/pygraphviz/ ) - Python interface to [Graphviz ](http://www.graphviz.org/ ).
2016-11-12 14:27:45 +00:00
* [PyQtGraph ](http://www.pyqtgraph.org/ ) - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.
* [Seaborn ](https://github.com/mwaskom/seaborn ) - Statistical data visualization using Matplotlib.
* [VisPy ](https://github.com/vispy/vispy ) - High-performance scientific visualization based on OpenGL.
2014-06-27 21:04:05 +00:00
2014-07-01 14:44:03 +00:00
## Database
2014-07-01 07:26:14 +00:00
2014-07-01 14:44:03 +00:00
*Databases implemented in Python.*
2014-07-01 07:26:14 +00:00
2019-03-03 08:56:13 +00:00
* [pickleDB ](https://github.com/patx/pickledb ) - A simple and lightweight key-value store for Python.
* [tinydb ](https://github.com/msiemens/tinydb ) - A tiny, document-oriented database.
* [ZODB ](https://github.com/zopefoundation/ZODB ) - A native object database for Python. A key-value and object graph database.
2014-07-01 07:26:14 +00:00
2014-06-27 21:04:05 +00:00
## Database Drivers
2014-07-10 18:34:25 +00:00
*Libraries for connecting and operating databases.*
2014-06-28 07:26:28 +00:00
2015-10-16 07:09:19 +00:00
* MySQL - [awesome-mysql ](http://shlomi-noach.github.io/awesome-mysql/ )
2018-02-28 08:57:34 +00:00
* [mysqlclient ](https://github.com/PyMySQL/mysqlclient-python ) - MySQL connector with Python 3 support ([mysql-python](https://sourceforge.net/projects/mysql-python/) fork).
* [PyMySQL ](https://github.com/PyMySQL/PyMySQL ) - A pure Python MySQL driver compatible to mysql-python.
* PostgreSQL - [awesome-postgres ](https://github.com/dhamaniasad/awesome-postgres )
2014-07-10 18:34:25 +00:00
* [psycopg2 ](http://initd.org/psycopg/ ) - The most popular PostgreSQL adapter for Python.
2014-08-13 14:17:24 +00:00
* [queries ](https://github.com/gmr/queries ) - A wrapper of the psycopg2 library for interacting with PostgreSQL.
2021-01-21 16:27:07 +00:00
* SQlite - [awesome-sqlite ](https://github.com/planetopendata/awesome-sqlite )
2021-01-22 14:28:10 +00:00
* [sqlite3 ](https://docs.python.org/3/library/sqlite3.html ) - (Python standard library) SQlite interface compliant with DB-API 2.0
2021-01-21 16:27:07 +00:00
* [SuperSQLite ](https://github.com/plasticityai/supersqlite ) - A supercharged SQLite library built on top of [apsw ](https://github.com/rogerbinns/apsw ).
2015-10-16 07:09:19 +00:00
* Other Relational Databases
2020-04-13 02:56:31 +00:00
* [pymssql ](https://pymssql.readthedocs.io/en/latest/ ) - A simple database interface to Microsoft SQL Server.
2021-01-16 20:36:58 +00:00
* [clickhouse-driver ](https://github.com/mymarilyn/clickhouse-driver ) - Python driver with native interface for ClickHouse.
2014-06-30 15:49:31 +00:00
* NoSQL Databases
2018-08-04 10:47:00 +00:00
* [cassandra-driver ](https://github.com/datastax/python-driver ) - The Python Driver for Apache Cassandra.
2019-03-03 08:56:13 +00:00
* [happybase ](https://github.com/wbolster/happybase ) - A developer-friendly library for Apache HBase.
2018-08-04 10:47:00 +00:00
* [kafka-python ](https://github.com/dpkp/kafka-python ) - The Python client for Apache Kafka.
2019-11-03 16:35:52 +00:00
* [py2neo ](https://py2neo.org/ ) - A client library and toolkit for working with Neo4j.
2019-03-03 08:56:13 +00:00
* [pymongo ](https://github.com/mongodb/mongo-python-driver ) - The official Python client for MongoDB.
2018-08-04 10:47:00 +00:00
* [redis-py ](https://github.com/andymccurdy/redis-py ) - The Python client for Redis.
2018-08-04 10:27:52 +00:00
* Asynchronous Clients
2019-03-03 08:56:13 +00:00
* [motor ](https://github.com/mongodb/motor ) - The async Python driver for MongoDB.
2014-06-27 21:04:05 +00:00
## Date and Time
2014-06-28 07:26:28 +00:00
*Libraries for working with dates and times.*
2020-01-27 07:16:15 +00:00
* [Arrow ](https://arrow.readthedocs.io/en/latest/ ) - A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps.
2014-09-19 10:20:30 +00:00
* [Chronyk ](https://github.com/KoffeinFlummi/Chronyk ) - A Python 3 library for parsing human-written times and dates.
2018-03-26 13:15:30 +00:00
* [dateutil ](https://github.com/dateutil/dateutil ) - Extensions to the standard Python [datetime ](https://docs.python.org/3/library/datetime.html ) module.
2014-08-23 10:57:08 +00:00
* [delorean ](https://github.com/myusuf3/delorean/ ) - A library for clearing up the inconvenient truths that arise dealing with datetimes.
2020-08-02 06:51:49 +00:00
* [maya ](https://github.com/timofurrer/maya ) - Datetimes for Humans.
2014-06-27 21:04:05 +00:00
* [moment ](https://github.com/zachwill/moment ) - A Python library for dealing with dates/times. Inspired by [Moment.js ](http://momentjs.com/ ).
2016-11-12 14:27:45 +00:00
* [Pendulum ](https://github.com/sdispater/pendulum ) - Python datetimes made easy.
2019-08-29 13:37:00 +00:00
* [PyTime ](https://github.com/shinux/PyTime ) - An easy-to-use Python module which aims to operate date/time/datetime by string.
2016-11-12 14:27:45 +00:00
* [pytz ](https://launchpad.net/pytz ) - World timezone definitions, modern and historical. Brings the [tz database ](https://en.wikipedia.org/wiki/Tz_database ) into Python.
* [when.py ](https://github.com/dirn/When.py ) - Providing user-friendly functions to help perform common date and time actions.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Debugging Tools
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for debugging code.*
2014-06-28 07:26:28 +00:00
2017-01-07 12:25:14 +00:00
* pdb-like Debugger
2019-03-03 10:47:53 +00:00
* [ipdb ](https://github.com/gotcha/ipdb ) - IPython-enabled [pdb ](https://docs.python.org/3/library/pdb.html ).
* [pdb++ ](https://github.com/antocuni/pdb ) - Another drop-in replacement for pdb.
* [pudb ](https://github.com/inducer/pudb ) - A full-screen, console-based Python debugger.
2016-11-12 14:27:45 +00:00
* [wdb ](https://github.com/Kozea/wdb ) - An improbable web debugger through WebSockets.
2019-03-03 10:47:53 +00:00
* Tracing
* [lptrace ](https://github.com/khamidou/lptrace ) - [strace ](http://man7.org/linux/man-pages/man1/strace.1.html ) for Python programs.
2019-05-25 05:22:39 +00:00
* [manhole ](https://github.com/ionelmc/python-manhole ) - Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt.
2019-03-03 10:47:53 +00:00
* [pyringe ](https://github.com/google/pyringe ) - Debugger capable of attaching to and injecting code into Python processes.
* [python-hunter ](https://github.com/ionelmc/python-hunter ) - A flexible code tracing toolkit.
2016-11-12 14:27:45 +00:00
* Profiler
* [line_profiler ](https://github.com/rkern/line_profiler ) - Line-by-line profiling.
* [memory_profiler ](https://github.com/fabianp/memory_profiler ) - Monitor Memory usage of Python code.
2018-09-10 04:46:22 +00:00
* [py-spy ](https://github.com/benfred/py-spy ) - A sampling profiler for Python programs. Written in Rust.
2019-03-03 10:47:53 +00:00
* [pyflame ](https://github.com/uber/pyflame ) - A ptracing profiler For Python.
2016-12-17 10:22:28 +00:00
* [vprof ](https://github.com/nvdv/vprof ) - Visual Python profiler.
2014-08-08 17:31:39 +00:00
* Others
2017-07-18 16:34:48 +00:00
* [django-debug-toolbar ](https://github.com/jazzband/django-debug-toolbar ) - Display various debug information for Django.
2017-01-07 12:25:14 +00:00
* [django-devserver ](https://github.com/dcramer/django-devserver ) - A drop-in replacement for Django's runserver.
* [flask-debugtoolbar ](https://github.com/mgood/flask-debugtoolbar ) - A port of the django-debug-toolbar to flask.
2020-08-02 06:51:49 +00:00
* [icecream ](https://github.com/gruns/icecream ) - Inspect variables, expressions, and program execution with a single, simple function call.
2016-11-12 14:27:45 +00:00
* [pyelftools ](https://github.com/eliben/pyelftools ) - Parsing and analyzing ELF files and DWARF debugging information.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Deep Learning
2016-05-04 17:29:10 +00:00
2019-05-25 10:09:56 +00:00
*Frameworks for Neural Networks and Deep Learning. Also see [awesome-deep-learning ](https://github.com/ChristosChristofidis/awesome-deep-learning ).*
2016-05-04 17:29:10 +00:00
2019-03-03 10:47:53 +00:00
* [caffe ](https://github.com/BVLC/caffe ) - A fast open framework for deep learning..
* [keras ](https://github.com/keras-team/keras ) - A high-level neural networks library and capable of running on top of either TensorFlow or Theano.
* [mxnet ](https://github.com/dmlc/mxnet ) - A deep learning framework designed for both efficiency and flexibility.
* [pytorch ](https://github.com/pytorch/pytorch ) - Tensors and Dynamic neural networks in Python with strong GPU acceleration.
* [SerpentAI ](https://github.com/SerpentAI/SerpentAI ) - Game agent framework. Use any video game as a deep learning sandbox.
* [tensorflow ](https://github.com/tensorflow/tensorflow ) - The most popular Deep Learning framework created by Google.
2016-11-12 14:27:45 +00:00
* [Theano ](https://github.com/Theano/Theano ) - A library for fast numerical computation.
2023-07-12 23:48:07 +00:00
* [lightning ](https://github.com/Lightning-AI/lightning ) - Deep learning framework to train, deploy, and ship AI products Lightning fast.
2016-05-04 17:29:10 +00:00
2016-11-12 14:27:45 +00:00
## DevOps Tools
2014-07-03 22:32:51 +00:00
2016-11-12 14:27:45 +00:00
*Software and libraries for DevOps.*
2014-07-03 22:32:51 +00:00
2020-06-11 19:11:47 +00:00
* Configuration Management
* [ansible ](https://github.com/ansible/ansible ) - A radically simple IT automation platform.
* [cloudinit ](https://cloudinit.readthedocs.io/en/latest/ ) - A multi-distribution package that handles early initialization of a cloud instance.
* [OpenStack ](https://www.openstack.org/ ) - Open source software for building private and public clouds.
2020-06-23 10:24:48 +00:00
* [pyinfra ](https://github.com/Fizzadar/pyinfra ) - A versatile CLI tools and python libraries to automate infrastructure.
2020-08-02 06:51:49 +00:00
* [saltstack ](https://github.com/saltstack/salt ) - Infrastructure automation and management system.
2020-06-11 19:11:47 +00:00
* SSH-style Deployment
2020-08-02 06:51:49 +00:00
* [cuisine ](https://github.com/sebastien/cuisine ) - Chef-like functionality for Fabric.
2020-06-11 19:11:47 +00:00
* [fabric ](https://github.com/fabric/fabric ) - A simple, Pythonic tool for remote execution and deployment.
* [fabtools ](https://github.com/fabtools/fabtools ) - Tools for writing awesome Fabric files.
* Process Management
* [honcho ](https://github.com/nickstenning/honcho ) - A Python clone of [Foreman ](https://github.com/ddollar/foreman ), for managing Procfile-based applications.
2020-08-02 06:51:49 +00:00
* [supervisor ](https://github.com/Supervisor/supervisor ) - Supervisor process control system for UNIX.
2020-06-11 19:11:47 +00:00
* Monitoring
* [psutil ](https://github.com/giampaolo/psutil ) - A cross-platform process and system utilities module.
* Backup
* [BorgBackup ](https://www.borgbackup.org/ ) - A deduplicating archiver with compression and encryption.
* Others
* [docker-compose ](https://docs.docker.com/compose/ ) - Fast, isolated development environments using [Docker ](https://www.docker.com/ ).
2014-07-03 22:32:51 +00:00
2019-03-03 08:15:35 +00:00
## Distributed Computing
*Frameworks and libraries for Distributed Computing.*
* Batch Processing
* [dask ](https://github.com/dask/dask ) - A flexible parallel computing library for analytic computing.
* [luigi ](https://github.com/spotify/luigi ) - A module that helps you build complex pipelines of batch jobs.
* [mrjob ](https://github.com/Yelp/mrjob ) - Run MapReduce jobs on Hadoop or Amazon Web Services.
2020-08-02 06:51:49 +00:00
* [PySpark ](https://pypi.org/project/pyspark/ ) - [Apache Spark ](https://spark.apache.org/ ) Python API.
2019-03-03 08:15:35 +00:00
* [Ray ](https://github.com/ray-project/ray/ ) - A system for parallel and distributed Python that unifies the machine learning ecosystem.
* Stream Processing
* [faust ](https://github.com/robinhood/faust ) - A stream processing library, porting the ideas from [Kafka Streams ](https://kafka.apache.org/documentation/streams/ ) to Python.
* [streamparse ](https://github.com/Parsely/streamparse ) - Run Python code against real-time streams of data via [Apache Storm ](http://storm.apache.org/ ).
2014-07-03 22:32:51 +00:00
2016-11-12 14:27:45 +00:00
## Distribution
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries to create packaged executables for release distribution.*
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
* [dh-virtualenv ](https://github.com/spotify/dh-virtualenv ) - Build and distribute a virtualenv as a Debian package.
* [Nuitka ](http://nuitka.net/ ) - Compile scripts, modules, packages to an executable or extension module.
* [py2app ](http://pythonhosted.org/py2app/ ) - Freezes Python scripts (Mac OS X).
* [py2exe ](http://www.py2exe.org/ ) - Freezes Python scripts (Windows).
2020-08-02 06:51:49 +00:00
* [pyarmor ](https://github.com/dashingsoft/pyarmor ) - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
2016-11-12 14:27:45 +00:00
* [PyInstaller ](https://github.com/pyinstaller/pyinstaller ) - Converts Python programs into stand-alone executables (cross-platform).
2017-07-18 16:34:48 +00:00
* [pynsist ](http://pynsist.readthedocs.io/en/latest/ ) - A tool to build Windows installers, installers bundle Python itself.
2020-04-07 13:06:19 +00:00
* [shiv ](https://github.com/linkedin/shiv ) - A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included.
2014-07-02 17:00:09 +00:00
2016-11-12 14:27:45 +00:00
## Documentation
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for generating project documentation.*
2014-07-03 08:20:13 +00:00
2019-03-03 10:47:53 +00:00
* [sphinx ](https://github.com/sphinx-doc/sphinx/ ) - Python Documentation generator.
2016-11-12 14:27:45 +00:00
* [awesome-sphinxdoc ](https://github.com/yoloseem/awesome-sphinxdoc )
2019-03-03 10:47:53 +00:00
* [pdoc ](https://github.com/mitmproxy/pdoc ) - Epydoc replacement to auto generate API documentation for Python libraries.
* [pycco ](https://github.com/pycco-docs/pycco ) - The literate-programming-style documentation generator.
2014-06-27 21:04:05 +00:00
2014-07-17 21:39:01 +00:00
## Downloader
*Libraries for downloading.*
2020-08-02 06:51:49 +00:00
* [akshare ](https://github.com/jindaxiang/akshare ) - A financial data interface library, built for human beings!
2014-07-17 21:39:01 +00:00
* [s3cmd ](https://github.com/s3tools/s3cmd ) - A command line tool for managing Amazon S3 and CloudFront.
2015-05-03 20:14:55 +00:00
* [s4cmd ](https://github.com/bloomreach/s4cmd ) - Super S3 command line tool, good for higher performance.
2019-03-03 10:47:53 +00:00
* [you-get ](https://you-get.org/ ) - A YouTube/Youku/Niconico video downloader written in Python 3.
* [youtube-dl ](https://rg3.github.io/youtube-dl/ ) - A small command-line program to download videos from YouTube.
2014-07-28 09:31:51 +00:00
## E-commerce
2014-08-08 17:17:35 +00:00
*Frameworks and libraries for e-commerce and payments.*
2014-07-28 09:31:51 +00:00
2015-08-14 18:34:28 +00:00
* [alipay ](https://github.com/lxneng/alipay ) - Unofficial Alipay API for Python.
2016-11-12 14:27:45 +00:00
* [Cartridge ](https://github.com/stephenmcd/cartridge ) - A shopping cart app built using the Mezzanine.
2014-07-10 18:34:25 +00:00
* [django-oscar ](http://oscarcommerce.com/ ) - An open-source e-commerce framework for Django.
2016-01-23 11:27:02 +00:00
* [django-shop ](https://github.com/awesto/django-shop ) - A Django based shop system.
2020-08-02 06:51:49 +00:00
* [forex-python ](https://github.com/MicroPyramid/forex-python ) - Foreign exchange rates, Bitcoin price index and currency conversion.
2014-08-13 15:11:31 +00:00
* [merchant ](https://github.com/agiliq/merchant ) - A Django app to accept payments from various payment processors.
2019-05-25 05:22:39 +00:00
* [money ](https://github.com/carlospalol/money ) - `Money` class with optional CLDR-backed locale-aware formatting and an extensible currency exchange.
2014-10-04 02:19:47 +00:00
* [python-currencies ](https://github.com/Alir3z4/python-currencies ) - Display money format and its filthy currencies.
2022-12-03 09:21:35 +00:00
* [saleor ](https://saleor.io/ ) - Headless open-source e-commerce platform.
2017-07-18 16:34:48 +00:00
* [shoop ](https://www.shuup.com/en/ ) - An open source E-Commerce platform based on Django.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Editor Plugins and IDEs
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* Emacs
2019-03-03 10:47:53 +00:00
* [elpy ](https://github.com/jorgenschaefer/elpy ) - Emacs Python Development Environment.
2016-11-12 14:27:45 +00:00
* Sublime Text
2019-03-03 10:47:53 +00:00
* [anaconda ](https://github.com/DamnWidget/anaconda ) - Anaconda turns your Sublime Text 3 in a full featured Python development IDE.
2016-11-12 14:27:45 +00:00
* [SublimeJEDI ](https://github.com/srusskih/SublimeJEDI ) - A Sublime Text plugin to the awesome auto-complete library Jedi.
* Vim
2019-03-03 10:47:53 +00:00
* [jedi-vim ](https://github.com/davidhalter/jedi-vim ) - Vim bindings for the Jedi auto-completion library for Python.
* [python-mode ](https://github.com/python-mode/python-mode ) - An all in one plugin for turning Vim into a Python IDE.
2016-11-12 14:27:45 +00:00
* [YouCompleteMe ](https://github.com/Valloric/YouCompleteMe ) - Includes [Jedi ](https://github.com/davidhalter/jedi )-based completion engine for Python.
* Visual Studio
* [PTVS ](https://github.com/Microsoft/PTVS ) - Python Tools for Visual Studio.
2016-11-12 16:55:51 +00:00
* Visual Studio Code
2019-05-25 05:22:39 +00:00
* [Python ](https://marketplace.visualstudio.com/items?itemName=ms-python.python ) - The official VSCode extension with rich support for Python.
2016-11-12 14:27:45 +00:00
* IDE
* [PyCharm ](https://www.jetbrains.com/pycharm/ ) - Commercial Python IDE by JetBrains. Has free community edition available.
2019-03-03 10:47:53 +00:00
* [spyder ](https://github.com/spyder-ide/spyder ) - Open Source Python IDE.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Email
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for sending and parsing email.*
2015-10-19 08:53:59 +00:00
2020-01-13 15:37:58 +00:00
* Mail Servers
* [modoboa ](https://github.com/modoboa/modoboa ) - A mail hosting and management platform including a modern Web UI.
* [salmon ](https://github.com/moggers87/salmon ) - A Python Mail Server.
* Clients
* [imbox ](https://github.com/martinrusev/imbox ) - Python IMAP for Humans.
* [yagmail ](https://github.com/kootenpv/yagmail ) - Yet another Gmail/SMTP client.
* Others
* [flanker ](https://github.com/mailgun/flanker ) - An email address and Mime parsing library.
* [mailer ](https://github.com/marrow/mailer ) - High-performance extensible mail delivery framework.
2015-10-19 08:53:59 +00:00
2020-11-13 16:40:00 +00:00
## Enterprise Application Integrations
*Platforms and tools for systems integrations in enterprise environments*
* [Zato ](https://zato.io ) - ESB, SOA, REST, APIs and Cloud Integrations in Python.
2016-11-12 14:27:45 +00:00
## Environment Management
2014-06-27 21:04:05 +00:00
2019-05-25 05:05:39 +00:00
*Libraries for Python version and virtual environment management.*
2014-06-27 21:04:05 +00:00
2017-07-18 16:34:48 +00:00
* [pyenv ](https://github.com/pyenv/pyenv ) - Simple Python version management.
2019-05-25 05:05:39 +00:00
* [virtualenv ](https://github.com/pypa/virtualenv ) - A tool to create isolated Python environments.
2014-06-28 07:26:28 +00:00
2023-03-24 23:03:11 +00:00
## File
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for file manipulation and MIME type detection.*
2014-06-27 21:04:05 +00:00
2018-03-26 13:15:30 +00:00
* [mimetypes ](https://docs.python.org/3/library/mimetypes.html ) - (Python standard library) Map filenames to MIME types.
* [path.py ](https://github.com/jaraco/path.py ) - A module wrapper for [os.path ](https://docs.python.org/3/library/os.path.html ).
2018-08-12 16:57:30 +00:00
* [pathlib ](https://docs.python.org/3/library/pathlib.html ) - (Python standard library) An cross-platform, object-oriented path library.
* [PyFilesystem2 ](https://github.com/pyfilesystem/pyfilesystem2 ) - Python's filesystem abstraction layer.
2016-11-12 14:27:45 +00:00
* [python-magic ](https://github.com/ahupp/python-magic ) - A Python interface to the libmagic file type identification library.
* [Unipath ](https://github.com/mikeorr/Unipath ) - An object-oriented approach to file/directory operations.
* [watchdog ](https://github.com/gorakhargosh/watchdog ) - API and shell utilities to monitor file system events.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Foreign Function Interface
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for providing foreign function interface.*
2014-06-27 21:04:05 +00:00
2019-05-25 05:05:51 +00:00
* [cffi ](https://pypi.org/project/cffi/ ) - Foreign Function Interface for Python calling C code.
2018-03-26 13:15:30 +00:00
* [ctypes ](https://docs.python.org/3/library/ctypes.html ) - (Python standard library) Foreign Function Interface for Python calling C code.
2016-11-12 14:27:45 +00:00
* [PyCUDA ](https://mathema.tician.de/software/pycuda/ ) - A Python wrapper for Nvidia's CUDA API.
* [SWIG ](http://www.swig.org/Doc1.3/Python.html ) - Simplified Wrapper and Interface Generator.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Forms
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for working with forms.*
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
* [Deform ](https://github.com/Pylons/deform ) - Python HTML form generation library influenced by the formish form generation library.
* [django-bootstrap3 ](https://github.com/dyve/django-bootstrap3 ) - Bootstrap 3 integration with Django.
2019-04-03 13:46:29 +00:00
* [django-bootstrap4 ](https://github.com/zostera/django-bootstrap4 ) - Bootstrap 4 integration with Django.
2017-07-18 16:34:48 +00:00
* [django-crispy-forms ](https://github.com/django-crispy-forms/django-crispy-forms ) - A Django app which lets you create beautiful forms in a very elegant and DRY way.
2016-11-12 14:27:45 +00:00
* [django-remote-forms ](https://github.com/WiserTogether/django-remote-forms ) - A platform independent Django form serializer.
* [WTForms ](https://github.com/wtforms/wtforms ) - A flexible forms validation and rendering library.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Functional Programming
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Functional Programming with Python.*
2014-07-04 07:25:14 +00:00
2020-04-08 12:38:43 +00:00
* [Coconut ](https://github.com/evhub/coconut ) - A variant of Python built for simple, elegant, Pythonic functional programming.
2020-08-02 06:51:49 +00:00
* [CyToolz ](https://github.com/pytoolz/cytoolz/ ) - Cython implementation of `Toolz` : High performance functional utilities.
2016-11-12 14:27:45 +00:00
* [fn.py ](https://github.com/kachayev/fn.py ) - Functional programming in Python: implementation of missing features to enjoy FP.
* [funcy ](https://github.com/Suor/funcy ) - A fancy and practical functional tools.
2020-04-08 12:38:43 +00:00
* [more-itertools ](https://github.com/erikrose/more-itertools ) - More routines for operating on iterables, beyond `itertools` .
2020-11-03 07:48:58 +00:00
* [returns ](https://github.com/dry-python/returns ) - A set of type-safe monads, transformers, and composition utilities.
2016-11-12 14:27:45 +00:00
* [Toolz ](https://github.com/pytoolz/toolz ) - A collection of functional utilities for iterators, functions, and dictionaries.
2014-07-04 07:25:14 +00:00
2019-05-25 10:08:20 +00:00
## GUI Development
2014-07-04 07:25:14 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for working with graphical user interface applications.*
2014-06-28 07:26:28 +00:00
2018-03-26 13:15:30 +00:00
* [curses ](https://docs.python.org/3/library/curses.html ) - Built-in wrapper for [ncurses ](http://www.gnu.org/software/ncurses/ ) used to create terminal GUI applications.
2019-05-25 05:22:39 +00:00
* [Eel ](https://github.com/ChrisKnott/Eel ) - A library for making simple Electron-like offline HTML/JS GUI apps.
2019-10-25 09:55:03 +00:00
* [enaml ](https://github.com/nucleic/enaml ) - Creating beautiful user-interfaces with Declarative Syntax like QML.
2016-11-12 14:27:45 +00:00
* [Flexx ](https://github.com/zoofIO/flexx ) - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering.
2019-03-03 10:47:53 +00:00
* [Gooey ](https://github.com/chriskiehl/Gooey ) - Turn command line programs into a full GUI application with one line.
2016-11-12 14:27:45 +00:00
* [kivy ](https://kivy.org/ ) - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.
2020-06-16 14:52:37 +00:00
* [pyglet ](https://github.com/pyglet/pyglet ) - A cross-platform windowing and multimedia library for Python.
2018-04-30 03:45:14 +00:00
* [PyGObject ](https://wiki.gnome.org/Projects/PyGObject ) - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3).
2022-10-23 08:49:55 +00:00
* [PyQt ](https://doc.qt.io/qtforpython/ ) - Python bindings for the [Qt ](https://www.qt.io/ ) cross-platform application and UI framework.
2019-05-25 05:22:39 +00:00
* [PySimpleGUI ](https://github.com/PySimpleGUI/PySimpleGUI ) - Wrapper for tkinter, Qt, WxPython and Remi.
* [pywebview ](https://github.com/r0x0r/pywebview/ ) - A lightweight cross-platform native wrapper around a webview component.
2016-11-12 14:27:45 +00:00
* [Tkinter ](https://wiki.python.org/moin/TkInter ) - Tkinter is Python's de-facto standard GUI package.
* [Toga ](https://github.com/pybee/toga ) - A Python native, OS native GUI toolkit.
* [urwid ](http://urwid.org/ ) - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
2017-07-18 16:34:48 +00:00
* [wxPython ](https://wxpython.org/ ) - A blending of the wxWidgets C++ class library with the Python.
2020-08-11 17:41:22 +00:00
* [DearPyGui ](https://github.com/RaylockLLC/DearPyGui/ ) - A Simple GPU accelerated Python GUI framework
2023-11-18 03:09:53 +00:00
* [Customtkinter ](https://github.com/TomSchimansky/CustomTkinter ) - CustomTkinter is a python UI-library based on Tkinter, which provides new, modern and fully customizable widgets.
2014-06-27 21:04:05 +00:00
2019-03-08 18:08:57 +00:00
## GraphQL
*Libraries for working with GraphQL.*
2020-09-23 21:01:06 +00:00
* [graphene ](https://github.com/graphql-python/graphene/ ) - GraphQL framework for Python.
2019-11-07 13:04:32 +00:00
* [tartiflette-aiohttp ](https://github.com/tartiflette/tartiflette-aiohttp/ ) - An `aiohttp` -based wrapper for Tartiflette to expose GraphQL APIs over HTTP.
2019-11-07 13:04:12 +00:00
* [tartiflette-asgi ](https://github.com/tartiflette/tartiflette-asgi/ ) - ASGI support for the Tartiflette GraphQL engine.
2020-08-02 06:51:49 +00:00
* [tartiflette ](https://tartiflette.io ) - SDL-first GraphQL engine implementation for Python 3.6+ and asyncio.
2019-03-08 18:08:57 +00:00
2016-11-12 14:27:45 +00:00
## Game Development
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Awesome game development libraries.*
2014-06-28 07:26:28 +00:00
2021-12-17 03:25:40 +00:00
* [Arcade ](https://api.arcade.academy/en/latest/ ) - Arcade is a modern Python framework for crafting games with compelling graphics and sound.
2019-05-25 05:22:39 +00:00
* [Cocos2d ](http://cocos2d.org/ ) - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications.
* [Harfang3D ](http://www.harfang3d.com ) - Python framework for 3D, VR and game development.
* [Panda3D ](https://www.panda3d.org/ ) - 3D game engine developed by Disney.
2016-11-12 14:27:45 +00:00
* [Pygame ](http://www.pygame.org/news.html ) - Pygame is a set of Python modules designed for writing games.
* [PyOgre ](http://www.ogre3d.org/tikiwiki/PyOgre ) - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D.
* [PyOpenGL ](http://pyopengl.sourceforge.net/ ) - Python ctypes bindings for OpenGL and it's related APIs.
2018-12-30 09:20:27 +00:00
* [PySDL2 ](https://pysdl2.readthedocs.io ) - A ctypes based wrapper for the SDL2 library.
2016-11-12 14:27:45 +00:00
* [RenPy ](https://www.renpy.org/ ) - A Visual Novel engine.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Geolocation
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for geocoding addresses and working with latitudes and longitudes.*
2014-06-28 07:26:28 +00:00
2019-05-25 05:22:39 +00:00
* [django-countries ](https://github.com/SmileyChris/django-countries ) - A Django app that provides a country field for models and forms.
2016-11-12 14:27:45 +00:00
* [GeoDjango ](https://docs.djangoproject.com/en/dev/ref/contrib/gis/ ) - A world-class geographic web framework.
* [GeoIP ](https://github.com/maxmind/geoip-api-python ) - Python API for MaxMind GeoIP Legacy Database.
* [geojson ](https://github.com/frewsxcv/python-geojson ) - Python bindings and utilities for GeoJSON.
* [geopy ](https://github.com/geopy/geopy ) - Python Geocoding Toolbox.
2014-06-27 21:04:05 +00:00
## HTML Manipulation
2014-06-29 06:17:14 +00:00
*Libraries for working with HTML and XML.*
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
* [BeautifulSoup ](https://www.crummy.com/software/BeautifulSoup/bs4/doc/ ) - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
* [bleach ](https://github.com/mozilla/bleach ) - A whitelist-based HTML sanitization and text linkification library.
2019-05-25 05:05:51 +00:00
* [cssutils ](https://pypi.org/project/cssutils/ ) - A CSS library for Python.
2015-08-14 18:34:28 +00:00
* [html5lib ](https://github.com/html5lib/html5lib-python ) - A standards-compliant library for parsing and serializing HTML documents and fragments.
* [lxml ](http://lxml.de/ ) - A very fast, easy-to-use and versatile library for handling HTML and XML.
2016-11-12 14:27:45 +00:00
* [MarkupSafe ](https://github.com/pallets/markupsafe ) - Implements a XML/HTML/XHTML Markup safe string for Python.
2015-08-14 18:34:28 +00:00
* [pyquery ](https://github.com/gawel/pyquery ) - A jQuery-like library for parsing HTML.
2014-07-07 01:35:21 +00:00
* [untangle ](https://github.com/stchris/untangle ) - Converts XML documents to Python objects for easy access.
2016-11-12 14:27:45 +00:00
* [WeasyPrint ](http://weasyprint.org ) - A visual rendering engine for HTML and CSS that can export to PDF.
2017-07-18 16:34:48 +00:00
* [xmldataset ](https://xmldataset.readthedocs.io/en/latest/ ) - Simple XML Parsing.
2015-08-14 18:34:28 +00:00
* [xmltodict ](https://github.com/martinblech/xmltodict ) - Working with XML feel like you are working with JSON.
2014-06-27 21:04:05 +00:00
2019-05-25 10:07:11 +00:00
## HTTP Clients
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for working with HTTP.*
2014-06-28 07:26:28 +00:00
2020-01-13 15:25:40 +00:00
* [grequests ](https://github.com/spyoungtech/grequests ) - requests + gevent for asynchronous HTTP requests.
2017-04-14 22:40:04 +00:00
* [httplib2 ](https://github.com/httplib2/httplib2 ) - Comprehensive HTTP client library.
2020-01-17 19:53:30 +00:00
* [httpx ](https://github.com/encode/httpx ) - A next generation HTTP client for Python.
2020-01-13 15:25:40 +00:00
* [requests ](https://github.com/psf/requests ) - HTTP Requests for Humans.
2016-11-12 14:27:45 +00:00
* [treq ](https://github.com/twisted/treq ) - Python requests like API built on top of Twisted's HTTP client.
* [urllib3 ](https://github.com/shazow/urllib3 ) - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Hardware
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for programming with hardware.*
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
* [ino ](http://inotool.org/ ) - Command line toolkit for working with [Arduino ](https://www.arduino.cc/ ).
2017-09-20 05:24:51 +00:00
* [keyboard ](https://github.com/boppreh/keyboard ) - Hook and simulate global keyboard events on Windows and Linux.
* [mouse ](https://github.com/boppreh/mouse ) - Hook and simulate global mouse events on Windows and Linux.
2016-11-12 14:27:45 +00:00
* [Pingo ](http://www.pingo.io/ ) - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc.
* [PyUserInput ](https://github.com/SavinaRoja/PyUserInput ) - A module for cross-platform control of the mouse and keyboard.
* [scapy ](https://github.com/secdev/scapy ) - A brilliant packet manipulation library.
2014-06-27 21:04:05 +00:00
2018-02-28 06:47:39 +00:00
## Image Processing
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for manipulating images.*
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
* [hmap ](https://github.com/rossgoodwin/hmap ) - Image histogram remapping.
* [imgSeek ](https://sourceforge.net/projects/imgseek/ ) - A project for searching a collection of images using visual similarity.
* [nude.py ](https://github.com/hhatto/nude.py ) - Nudity detection.
* [pagan ](https://github.com/daboth/pagan ) - Retro identicon (Avatar) generation based on input string and hash.
* [pillow ](https://github.com/python-pillow/Pillow ) - Pillow is the friendly [PIL ](http://www.pythonware.com/products/pil/ ) fork.
2020-08-31 18:16:03 +00:00
* [python-barcode ](https://github.com/WhyNotHugo/python-barcode ) - Create barcodes in Python with no extra dependencies.
2016-11-12 14:27:45 +00:00
* [pygram ](https://github.com/ajkumar25/pygram ) - Instagram-like image filters.
2020-06-24 10:18:44 +00:00
* [PyMatting ](http://github.com/pymatting/pymatting ) - A library for alpha matting.
2016-11-12 14:27:45 +00:00
* [python-qrcode ](https://github.com/lincolnloop/python-qrcode ) - A pure Python QR Code generator.
2020-08-19 21:11:56 +00:00
* [pywal ](https://github.com/dylanaraps/pywal ) - A tool that generates color schemes from images.
2019-09-20 11:53:06 +00:00
* [pyvips ](https://github.com/libvips/pyvips ) - A fast image processing library with low memory needs.
2016-11-12 14:27:45 +00:00
* [Quads ](https://github.com/fogleman/Quads ) - Computer art based on quadtrees.
* [scikit-image ](http://scikit-image.org/ ) - A Python library for (scientific) image processing.
* [thumbor ](https://github.com/thumbor/thumbor ) - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.
* [wand ](https://github.com/dahlia/wand ) - Python bindings for [MagickWand ](http://www.imagemagick.org/script/magick-wand.php ), C API for ImageMagick.
2014-06-27 21:04:05 +00:00
2017-01-10 18:50:48 +00:00
## Implementations
2014-07-02 13:36:37 +00:00
2017-01-10 18:50:48 +00:00
*Implementations of Python.*
2014-07-02 13:36:37 +00:00
2020-08-02 06:51:49 +00:00
* [CLPython ](https://github.com/metawilm/cl-python ) - Implementation of the Python programming language written in Common Lisp.
2017-09-09 14:30:14 +00:00
* [CPython ](https://github.com/python/cpython ) - **Default, most widely used implementation of the Python programming language written in C.**
2019-05-25 05:22:39 +00:00
* [Cython ](http://cython.org/ ) - Optimizing Static Compiler for Python.
2018-03-08 13:52:46 +00:00
* [Grumpy ](https://github.com/google/grumpy ) - More compiler than interpreter as more powerful CPython2.7 replacement (alpha).
2019-05-25 05:22:39 +00:00
* [IronPython ](https://github.com/IronLanguages/ironpython3 ) - Implementation of the Python programming language written in C#.
* [Jython ](https://hg.python.org/jython ) - Implementation of Python programming language written in Java for the JVM.
* [MicroPython ](https://github.com/micropython/micropython ) - A lean and efficient Python programming language implementation.
2018-02-05 18:35:19 +00:00
* [Numba ](http://numba.pydata.org/ ) - Python JIT compiler to LLVM aimed at scientific Python.
2019-05-25 05:22:39 +00:00
* [PeachPy ](https://github.com/Maratyszcza/PeachPy ) - x86-64 assembler embedded in Python.
2017-01-11 19:19:34 +00:00
* [Pyjion ](https://github.com/Microsoft/Pyjion ) - A JIT for Python based upon CoreCLR.
2020-02-18 13:10:29 +00:00
* [PyPy ](https://foss.heptapod.net/pypy/pypy ) - A very fast and compliant implementation of the Python language.
2023-02-06 10:43:31 +00:00
* [Pyston ](https://github.com/pyston/pyston/ ) - A Python implementation using JIT techniques.
2019-05-25 05:22:39 +00:00
* [Stackless Python ](https://github.com/stackless-dev/stackless ) - An enhanced version of the Python programming language.
2014-07-02 13:36:37 +00:00
2016-11-12 14:27:45 +00:00
## Interactive Interpreter
2014-06-28 07:26:28 +00:00
2018-04-05 16:00:51 +00:00
*Interactive Python interpreters (REPL).*
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
* [bpython ](https://github.com/bpython/bpython ) - A fancy interface to the Python interpreter.
* [Jupyter Notebook (IPython) ](https://jupyter.org ) - A rich toolkit to help you make the most out of using Python interactively.
2018-04-05 16:00:51 +00:00
* [awesome-jupyter ](https://github.com/markusschanta/awesome-jupyter )
2016-11-12 14:27:45 +00:00
* [ptpython ](https://github.com/jonathanslenders/ptpython ) - Advanced Python REPL built on top of the [python-prompt-toolkit ](https://github.com/jonathanslenders/python-prompt-toolkit ).
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Internationalization
2014-07-01 17:28:44 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for working with i18n.*
2014-07-01 17:28:44 +00:00
2016-11-12 14:27:45 +00:00
* [Babel ](http://babel.pocoo.org/en/latest/ ) - An internationalization library for Python.
* [PyICU ](https://github.com/ovalhub/pyicu ) - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)).
2014-07-01 17:28:44 +00:00
2016-11-12 14:27:45 +00:00
## Job Scheduler
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for scheduling jobs.*
2014-06-28 07:26:28 +00:00
2020-08-02 06:51:49 +00:00
* [Airflow ](https://airflow.apache.org/ ) - Airflow is a platform to programmatically author, schedule and monitor workflows.
2017-07-18 16:34:48 +00:00
* [APScheduler ](http://apscheduler.readthedocs.io/en/latest/ ) - A light but powerful in-process task scheduler that lets you schedule functions.
2016-11-12 14:27:45 +00:00
* [django-schedule ](https://github.com/thauber/django-schedule ) - A calendaring app for Django.
* [doit ](http://pydoit.org/ ) - A task runner and build tool.
* [gunnery ](https://github.com/gunnery/gunnery ) - Multipurpose task execution tool for distributed systems with web-based interface.
2019-05-25 06:01:44 +00:00
* [Joblib ](https://joblib.readthedocs.io/ ) - A set of tools to provide lightweight pipelining in Python.
2016-11-12 14:27:45 +00:00
* [Plan ](https://github.com/fengsp/plan ) - Writing crontab file in Python like a charm.
2020-08-11 00:58:37 +00:00
* [Prefect ](https://github.com/PrefectHQ/prefect ) - A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.
2016-11-12 14:27:45 +00:00
* [schedule ](https://github.com/dbader/schedule ) - Python job scheduling for humans.
* [Spiff ](https://github.com/knipknap/SpiffWorkflow ) - A powerful workflow engine implemented in pure Python.
2017-07-18 16:34:48 +00:00
* [TaskFlow ](https://docs.openstack.org/developer/taskflow/ ) - A Python library that helps to make task execution easy, consistent and reliable.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Logging
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for generating and working with logs.*
2014-06-28 07:26:28 +00:00
2020-07-09 05:31:00 +00:00
* [logbook ](http://logbook.readthedocs.io/en/stable/ ) - Logging replacement for Python.
2020-08-02 06:51:49 +00:00
* [logging ](https://docs.python.org/3/library/logging.html ) - (Python standard library) Logging facility for Python.
2020-01-14 07:14:41 +00:00
* [loguru ](https://github.com/Delgan/loguru ) - Library which aims to bring enjoyable logging in Python.
2020-07-09 05:31:00 +00:00
* [sentry-python ](https://github.com/getsentry/sentry-python ) - Sentry SDK for Python.
2020-07-14 19:20:40 +00:00
* [structlog ](https://www.structlog.org/en/stable/ ) - Structured logging made easy.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Machine Learning
2014-06-27 21:04:05 +00:00
2019-05-25 10:09:56 +00:00
*Libraries for Machine Learning. Also see [awesome-machine-learning ](https://github.com/josephmisiti/awesome-machine-learning#python ).*
2014-06-28 07:26:28 +00:00
2020-10-03 10:53:05 +00:00
* [gym ](https://github.com/openai/gym ) - A toolkit for developing and comparing reinforcement learning algorithms.
2018-07-05 06:08:26 +00:00
* [H2O ](https://github.com/h2oai/h2o-3 ) - Open Source Fast Scalable Machine Learning Platform.
2018-02-23 18:38:58 +00:00
* [Metrics ](https://github.com/benhamner/Metrics ) - Machine learning evaluation metrics.
2016-11-12 14:27:45 +00:00
* [NuPIC ](https://github.com/numenta/nupic ) - Numenta Platform for Intelligent Computing.
* [scikit-learn ](http://scikit-learn.org/ ) - The most popular Python library for Machine Learning.
2017-04-24 13:20:25 +00:00
* [Spark ML ](http://spark.apache.org/docs/latest/ml-guide.html ) - [Apache Spark ](http://spark.apache.org/ )'s scalable Machine Learning library.
2016-11-12 14:27:45 +00:00
* [vowpal_porpoise ](https://github.com/josephreisinger/vowpal_porpoise ) - A lightweight Python wrapper for [Vowpal Wabbit ](https://github.com/JohnLangford/vowpal_wabbit/ ).
2017-02-02 04:46:58 +00:00
* [xgboost ](https://github.com/dmlc/xgboost ) - A scalable, portable, and distributed gradient boosting library.
2020-09-03 12:13:45 +00:00
* [MindsDB ](https://github.com/mindsdb/mindsdb ) - MindsDB is an open source AI layer for existing databases that allows you to effortlessly develop, train and deploy state-of-the-art machine learning models using standard queries.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Microsoft Windows
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Python programming on Microsoft Windows.*
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
* [Python(x,y) ](http://python-xy.github.io/ ) - Scientific-applications-oriented Python Distribution based on Qt and Spyder.
* [pythonlibs ](http://www.lfd.uci.edu/~gohlke/pythonlibs/ ) - Unofficial Windows binaries for Python extension packages.
* [PythonNet ](https://github.com/pythonnet/pythonnet ) - Python Integration with the .NET Common Language Runtime (CLR).
2019-10-01 07:54:49 +00:00
* [PyWin32 ](https://github.com/mhammond/pywin32 ) - Python Extensions for Windows.
2016-11-12 14:27:45 +00:00
* [WinPython ](https://winpython.github.io/ ) - Portable development environment for Windows 7/8.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Miscellaneous
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Useful libraries or tools that don't fit in the categories above.*
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
* [blinker ](https://github.com/jek/blinker ) - A fast Python in-process signal/event dispatching system.
2019-03-03 10:47:53 +00:00
* [boltons ](https://github.com/mahmoud/boltons ) - A set of pure-Python utilities.
2016-11-12 14:27:45 +00:00
* [itsdangerous ](https://github.com/pallets/itsdangerous ) - Various helpers to pass trusted data to untrusted environments.
2020-09-03 15:21:08 +00:00
* [magenta ](https://github.com/magenta/magenta ) - A tool to generate music and art using artificial intelligence.
2016-11-12 14:27:45 +00:00
* [pluginbase ](https://github.com/mitsuhiko/pluginbase ) - A simple but flexible plugin system for Python.
2019-03-03 10:47:53 +00:00
* [tryton ](http://www.tryton.org/ ) - A general purpose business framework.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Natural Language Processing
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for working with human languages.*
2014-06-28 07:26:28 +00:00
2019-03-03 10:47:53 +00:00
- General
2019-10-25 09:55:03 +00:00
* [gensim ](https://github.com/RaRe-Technologies/gensim ) - Topic Modeling for Humans.
2019-03-03 10:47:53 +00:00
* [langid.py ](https://github.com/saffsd/langid.py ) - Stand-alone language identification system.
* [nltk ](http://www.nltk.org/ ) - A leading platform for building Python programs to work with human language data.
2020-03-27 23:26:56 +00:00
* [pattern ](https://github.com/clips/pattern ) - A web mining module.
2019-03-03 10:47:53 +00:00
* [polyglot ](https://github.com/aboSamoor/polyglot ) - Natural language pipeline supporting hundreds of languages.
* [pytext ](https://github.com/facebookresearch/pytext ) - A natural language modeling framework based on PyTorch.
* [PyTorch-NLP ](https://github.com/PetrochukM/PyTorch-NLP ) - A toolkit enabling rapid deep learning NLP prototyping for research.
* [spacy ](https://spacy.io/ ) - A library for industrial-strength natural language processing in Python and Cython.
2020-03-27 23:23:38 +00:00
* [Stanza ](https://github.com/stanfordnlp/stanza ) - The Stanford NLP Group's official Python library, supporting 60+ languages.
2019-03-03 10:47:53 +00:00
- Chinese
2020-08-02 06:51:49 +00:00
* [funNLP ](https://github.com/fighting41love/funNLP ) - A collection of tools and datasets for Chinese NLP.
2019-03-03 10:47:53 +00:00
* [jieba ](https://github.com/fxsjy/jieba ) - The most popular Chinese text segmentation library.
* [pkuseg-python ](https://github.com/lancopku/pkuseg-python ) - A toolkit for Chinese word segmentation in various domains.
* [snownlp ](https://github.com/isnowfy/snownlp ) - A library for processing Chinese text.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Network Virtualization
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
*Tools and libraries for Virtual Networking and SDN (Software Defined Networking).*
2014-06-28 07:26:28 +00:00
2019-03-03 10:47:53 +00:00
* [mininet ](https://github.com/mininet/mininet ) - A popular network emulator and API written in Python.
* [napalm ](https://github.com/napalm-automation/napalm ) - Cross-vendor API to manipulate network devices.
2019-11-04 11:56:37 +00:00
* [pox ](https://github.com/noxrepo/pox ) - A Python-based SDN control applications, such as OpenFlow SDN controllers.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## News Feed
2014-07-02 13:36:37 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for building user's activities.*
2014-07-02 13:36:37 +00:00
2016-11-12 14:27:45 +00:00
* [django-activity-stream ](https://github.com/justquick/django-activity-stream ) - Generating generic activity streams from the actions on your site.
2019-10-25 09:55:03 +00:00
* [Stream Framework ](https://github.com/tschellenbach/Stream-Framework ) - Building news feed and notification systems using Cassandra and Redis.
2014-07-02 13:36:37 +00:00
2016-11-12 14:27:45 +00:00
## ORM
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
*Libraries that implement Object-Relational Mapping or data mapping techniques.*
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
* Relational Databases
2019-11-04 11:56:37 +00:00
* [Django Models ](https://docs.djangoproject.com/en/dev/topics/db/models/ ) - The Django ORM.
2019-03-03 08:56:13 +00:00
* [SQLAlchemy ](https://www.sqlalchemy.org/ ) - The Python SQL Toolkit and Object Relational Mapper.
2016-11-12 14:27:45 +00:00
* [awesome-sqlalchemy ](https://github.com/dahlia/awesome-sqlalchemy )
2019-03-03 08:56:13 +00:00
* [dataset ](https://github.com/pudo/dataset ) - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.
* [orator ](https://github.com/sdispater/orator ) - The Orator ORM provides a simple yet beautiful ActiveRecord implementation.
2019-11-03 16:38:16 +00:00
* [orm ](https://github.com/encode/orm ) - An async ORM.
2019-03-03 08:56:13 +00:00
* [peewee ](https://github.com/coleifer/peewee ) - A small, expressive ORM.
* [pony ](https://github.com/ponyorm/pony/ ) - ORM that provides a generator-oriented interface to SQL.
* [pydal ](https://github.com/web2py/pydal/ ) - A pure Python Database Abstraction Layer.
2016-11-12 14:27:45 +00:00
* NoSQL Databases
* [hot-redis ](https://github.com/stephenmcd/hot-redis ) - Rich Python data types for Redis.
2019-03-03 08:56:13 +00:00
* [mongoengine ](https://github.com/MongoEngine/mongoengine ) - A Python Object-Document-Mapper for working with MongoDB.
2017-07-18 16:34:48 +00:00
* [PynamoDB ](https://github.com/pynamodb/PynamoDB ) - A Pythonic interface for [Amazon DynamoDB ](https://aws.amazon.com/dynamodb/ ).
2016-11-12 14:27:45 +00:00
* [redisco ](https://github.com/kiddouk/redisco ) - A Python Library for Simple Models and Containers Persisted in Redis.
2014-06-28 07:26:28 +00:00
2016-11-12 14:27:45 +00:00
## Package Management
2014-07-01 17:28:44 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for package and dependency management.*
2014-07-01 17:28:44 +00:00
2019-12-21 07:20:55 +00:00
* [pip ](https://pip.pypa.io/en/stable/ ) - The package installer for Python.
2019-03-03 10:47:53 +00:00
* [pip-tools ](https://github.com/jazzband/pip-tools ) - A set of tools to keep your pinned Python dependencies fresh.
2020-08-02 06:51:49 +00:00
* [PyPI ](https://pypi.org/ )
2016-11-12 14:27:45 +00:00
* [conda ](https://github.com/conda/conda/ ) - Cross-platform, Python-agnostic binary package manager.
2020-08-02 06:51:49 +00:00
* [poetry ](https://github.com/sdispater/poetry ) - Python dependency management and packaging made easy.
2014-07-01 17:28:44 +00:00
2016-11-12 14:27:45 +00:00
## Package Repositories
2014-07-02 09:19:34 +00:00
2016-11-12 14:27:45 +00:00
*Local PyPI repository server and proxies.*
2014-07-02 09:19:34 +00:00
2019-03-19 21:31:13 +00:00
* [bandersnatch ](https://github.com/pypa/bandersnatch/ ) - PyPI mirroring tool provided by Python Packaging Authority (PyPA).
2019-03-03 10:47:53 +00:00
* [devpi ](https://github.com/devpi/devpi ) - PyPI server and packaging/testing/release tool.
2017-07-18 16:34:48 +00:00
* [localshop ](https://github.com/jazzband/localshop ) - Local PyPI server (custom packages and auto-mirroring of pypi).
2020-08-02 06:51:49 +00:00
* [warehouse ](https://github.com/pypa/warehouse ) - Next generation Python Package Repository (PyPI).
2014-07-02 09:19:34 +00:00
2020-08-20 10:02:15 +00:00
## Penetration Testing
*Frameworks and tools for penetration testing.*
* [fsociety ](https://github.com/Manisso/fsociety ) - A Penetration testing framework.
2020-08-21 08:59:42 +00:00
* [setoolkit ](https://github.com/trustedsec/social-engineer-toolkit ) - A toolkit for social engineering.
2020-08-21 08:51:25 +00:00
* [sqlmap ](https://github.com/sqlmapproject/sqlmap ) - Automatic SQL injection and database takeover tool.
2020-08-20 10:02:15 +00:00
2016-11-12 14:27:45 +00:00
## Permissions
2014-07-17 21:39:01 +00:00
2016-11-12 14:27:45 +00:00
*Libraries that allow or deny users access to data or functionality.*
2014-07-17 21:39:01 +00:00
2016-11-12 14:27:45 +00:00
* [django-guardian ](https://github.com/django-guardian/django-guardian ) - Implementation of per object permissions for Django 1.2+
* [django-rules ](https://github.com/dfunckt/django-rules ) - A tiny but powerful app providing object-level permissions to Django, without requiring a database.
2014-07-17 21:39:01 +00:00
2015-08-06 16:26:27 +00:00
## Processes
2014-07-01 17:29:40 +00:00
2015-08-06 16:26:27 +00:00
*Libraries for starting and communicating with OS processes.*
2014-07-01 17:29:40 +00:00
2019-11-04 11:56:37 +00:00
* [delegator.py ](https://github.com/amitt001/delegator.py ) - [Subprocesses ](https://docs.python.org/3/library/subprocess.html ) for Humans 2.0.
2019-03-03 10:47:53 +00:00
* [sarge ](https://sarge.readthedocs.io/en/latest/ ) - Yet another wrapper for subprocess.
2015-08-14 18:34:28 +00:00
* [sh ](https://github.com/amoffat/sh ) - A full-fledged subprocess replacement for Python.
2015-08-06 16:26:27 +00:00
2017-05-24 18:55:25 +00:00
## Recommender Systems
2017-09-14 05:57:28 +00:00
*Libraries for building recommender systems.*
2017-05-24 18:55:25 +00:00
* [annoy ](https://github.com/spotify/annoy ) - Approximate Nearest Neighbors in C++/Python optimized for memory usage.
* [fastFM ](https://github.com/ibayer/fastFM ) - A library for Factorization Machines.
* [implicit ](https://github.com/benfred/implicit ) - A fast Python implementation of collaborative filtering for implicit datasets.
2017-08-20 06:25:44 +00:00
* [libffm ](https://github.com/guestwalk/libffm ) - A library for Field-aware Factorization Machine (FFM).
2019-03-03 10:47:53 +00:00
* [lightfm ](https://github.com/lyst/lightfm ) - A Python implementation of a number of popular recommendation algorithms.
* [spotlight ](https://github.com/maciejkula/spotlight ) - Deep recommender models using PyTorch.
* [Surprise ](https://github.com/NicolasHug/Surprise ) - A scikit for building and analyzing recommender systems.
* [tensorrec ](https://github.com/jfkirk/tensorrec ) - A Recommendation Engine Framework in TensorFlow.
2017-05-24 18:55:25 +00:00
2019-11-20 16:59:37 +00:00
## Refactoring
*Refactoring tools and libraries for Python*
* [Bicycle Repair Man ](http://bicyclerepair.sourceforge.net/ ) - Bicycle Repair Man, a refactoring tool for Python.
* [Bowler ](https://pybowler.io/ ) - Safe code refactoring for modern Python.
* [Rope ](https://github.com/python-rope/rope ) - Rope is a python refactoring library.
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## RESTful API
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*Libraries for building RESTful APIs.*
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* Django
* [django-rest-framework ](http://www.django-rest-framework.org/ ) - A powerful and flexible toolkit to build web APIs.
* [django-tastypie ](http://tastypieapi.org/ ) - Creating delicious APIs for Django apps.
* Flask
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* [eve ](https://github.com/pyeve/eve ) - REST API framework powered by Flask, MongoDB and good intentions.
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* [flask-api ](https://github.com/flask-api/flask-api ) - Browsable Web APIs for Flask.
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* [flask-restful ](https://github.com/flask-restful/flask-restful ) - Quickly building REST APIs for Flask.
* Pyramid
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* [cornice ](https://github.com/Cornices/cornice ) - A RESTful framework for Pyramid.
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* Framework agnostic
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* [apistar ](https://github.com/encode/apistar ) - A smart Web API framework, designed for Python 3.
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* [falcon ](https://github.com/falconry/falcon ) - A high-performance framework for building cloud APIs and web app backends.
* [fastapi ](https://github.com/tiangolo/fastapi ) - A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints.
* [hug ](https://github.com/hugapi/hug ) - A Python 3 framework for cleanly exposing APIs.
* [sandman2 ](https://github.com/jeffknupp/sandman2 ) - Automated REST APIs for existing database-driven systems.
* [sanic ](https://github.com/huge-success/sanic ) - A Python 3.6+ web server and web framework that's written to go fast.
* [vibora ](https://vibora.io/ ) - Fast, efficient and asynchronous Web framework inspired by Flask.
2014-06-27 21:04:05 +00:00
2018-09-16 20:57:51 +00:00
## Robotics
*Libraries for robotics.*
* [PythonRobotics ](https://github.com/AtsushiSakai/PythonRobotics ) - This is a compilation of various robotics algorithms with visualizations.
* [rospy ](http://wiki.ros.org/rospy ) - This is a library for ROS (Robot Operating System).
2014-06-27 21:04:05 +00:00
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## RPC Servers
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*RPC-compatible servers.*
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* [RPyC ](https://github.com/tomerfiliba/rpyc ) (Remote Python Call) - A transparent and symmetric RPC library for Python
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* [zeroRPC ](https://github.com/0rpc/zerorpc-python ) - zerorpc is a flexible RPC implementation based on [ZeroMQ ](http://zeromq.org/ ) and [MessagePack ](http://msgpack.org/ ).
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## Science
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*Libraries for scientific computing. Also see [Python-for-Scientists ](https://github.com/TomNicholas/Python-for-Scientists ).*
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2015-08-14 18:34:28 +00:00
* [astropy ](http://www.astropy.org/ ) - A community Python library for Astronomy.
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* [bcbio-nextgen ](https://github.com/chapmanb/bcbio-nextgen ) - Providing best-practice pipelines for fully automated high throughput sequencing analysis.
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* [bccb ](https://github.com/chapmanb/bcbb ) - Collection of useful code related to biological analysis.
* [Biopython ](http://biopython.org/wiki/Main_Page ) - Biopython is a set of freely available tools for biological computation.
* [cclib ](http://cclib.github.io/ ) - A library for parsing and interpreting the results of computational chemistry packages.
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* [Colour ](http://colour-science.org/ ) - Implementing a comprehensive number of colour theory transformations and algorithms.
Add Karate Club
Karate Club is an unsupervised machine learning extension library for NetworkX.
Karate Club consists of state-of-the-art methods to do unsupervised learning on graph structured data. To put it simply it is a Swiss Army knife for small-scale graph mining research. First, it provides network embedding techniques at the node and graph level. Second, it includes a variety of overlapping and non-overlapping community detection methods. Implemented methods cover a wide range of network science (NetSci, Complenet), data mining (ICDM, CIKM, KDD), artificial intelligence (AAAI, IJCAI) and machine learning (NeurIPS, ICML, ICLR) conferences, workshops, and pieces from prominent journals.
2020-01-25 21:27:10 +00:00
* [Karate Club ](https://github.com/benedekrozemberczki/karateclub ) - Unsupervised machine learning toolbox for graph structured data.
2014-06-27 21:04:05 +00:00
* [NetworkX ](https://networkx.github.io/ ) - A high-productivity software for complex networks.
2016-02-11 21:03:31 +00:00
* [NIPY ](http://nipy.org ) - A collection of neuroimaging toolkits.
2015-08-14 18:34:28 +00:00
* [NumPy ](http://www.numpy.org/ ) - A fundamental package for scientific computing with Python.
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* [ObsPy ](https://github.com/obspy/obspy/wiki/ ) - A Python toolbox for seismology.
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* [Open Babel ](http://openbabel.org/wiki/Main_Page ) - A chemical toolbox designed to speak the many languages of chemical data.
2016-11-06 08:12:37 +00:00
* [PyDy ](http://www.pydy.org/ ) - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.
2015-08-14 18:34:28 +00:00
* [PyMC ](https://github.com/pymc-devs/pymc3 ) - Markov Chain Monte Carlo sampling toolkit.
2018-05-04 08:52:35 +00:00
* [QuTiP ](http://qutip.org/ ) - Quantum Toolbox in Python.
2014-09-01 10:01:07 +00:00
* [RDKit ](http://www.rdkit.org/ ) - Cheminformatics and Machine Learning Software.
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* [SciPy ](https://www.scipy.org/ ) - A Python-based ecosystem of open-source software for mathematics, science, and engineering.
2020-08-26 17:37:26 +00:00
* [SimPy ](https://gitlab.com/team-simpy/simpy ) - A process-based discrete-event simulation framework.
2015-08-14 18:34:28 +00:00
* [statsmodels ](https://github.com/statsmodels/statsmodels ) - Statistical modeling and econometrics in Python.
* [SymPy ](https://github.com/sympy/sympy ) - A Python library for symbolic mathematics.
2016-11-06 08:05:46 +00:00
* [Zipline ](https://github.com/quantopian/zipline ) - A Pythonic algorithmic trading library.
2014-06-29 11:32:01 +00:00
2016-11-12 14:27:45 +00:00
## Search
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*Libraries and software for indexing and performing search queries on data.*
2014-06-28 07:26:28 +00:00
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* [django-haystack ](https://github.com/django-haystack/django-haystack ) - Modular search for Django.
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* [elasticsearch-dsl-py ](https://github.com/elastic/elasticsearch-dsl-py ) - The official high-level Python client for Elasticsearch.
* [elasticsearch-py ](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/index.html ) - The official low-level Python client for [Elasticsearch ](https://www.elastic.co/products/elasticsearch ).
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* [pysolr ](https://github.com/django-haystack/pysolr ) - A lightweight Python wrapper for [Apache Solr ](https://lucene.apache.org/solr/ ).
* [whoosh ](http://whoosh.readthedocs.io/en/latest/ ) - A fast, pure Python search engine library.
2014-06-27 21:04:05 +00:00
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## Serialization
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*Libraries for serializing complex data types*
2014-07-03 07:36:22 +00:00
2019-03-03 07:47:14 +00:00
* [marshmallow ](https://github.com/marshmallow-code/marshmallow ) - A lightweight library for converting complex objects to and from simple Python datatypes.
2019-03-03 07:47:25 +00:00
* [pysimdjson ](https://github.com/TkTech/pysimdjson ) - A Python bindings for [simdjson ](https://github.com/lemire/simdjson ).
2019-03-03 07:47:33 +00:00
* [python-rapidjson ](https://github.com/python-rapidjson/python-rapidjson ) - A Python wrapper around [RapidJSON ](https://github.com/Tencent/rapidjson ).
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* [ultrajson ](https://github.com/esnme/ultrajson ) - A fast JSON decoder and encoder written in C with Python bindings.
2014-07-03 07:36:22 +00:00
2016-11-12 14:27:45 +00:00
## Serverless Frameworks
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*Frameworks for developing serverless Python code.*
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* [python-lambda ](https://github.com/nficano/python-lambda ) - A toolkit for developing and deploying Python code in AWS Lambda.
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* [Zappa ](https://github.com/zappa/Zappa ) - A tool for deploying WSGI applications on AWS Lambda and API Gateway.
2014-07-17 21:39:01 +00:00
2020-09-24 11:31:33 +00:00
## Shell
*Shells based on Python.*
* [xonsh ](https://github.com/xonsh/xonsh/ ) - A Python-powered, cross-platform, Unix-gazing shell language and command prompt.
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## Specific Formats Processing
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*Libraries for parsing and manipulating specific text formats.*
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* General
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* [tablib ](https://github.com/jazzband/tablib ) - A module for Tabular Datasets in XLS, CSV, JSON, YAML.
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* Office
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* [docxtpl ](https://github.com/elapouya/python-docx-template ) - Editing a docx document by jinja2 template
2018-10-22 22:52:38 +00:00
* [openpyxl ](https://openpyxl.readthedocs.io/en/stable/ ) - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
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* [pyexcel ](https://github.com/pyexcel/pyexcel ) - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.
* [python-docx ](https://github.com/python-openxml/python-docx ) - Reads, queries and modifies Microsoft Word 2007/2008 docx files.
2018-02-15 03:08:29 +00:00
* [python-pptx ](https://github.com/scanny/python-pptx ) - Python library for creating and updating PowerPoint (.pptx) files.
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* [unoconv ](https://github.com/unoconv/unoconv ) - Convert between any document format supported by LibreOffice/OpenOffice.
* [XlsxWriter ](https://github.com/jmcnamara/XlsxWriter ) - A Python module for creating Excel .xlsx files.
* [xlwings ](https://github.com/ZoomerAnalytics/xlwings ) - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.
2016-11-12 14:27:45 +00:00
* [xlwt ](https://github.com/python-excel/xlwt ) / [xlrd ](https://github.com/python-excel/xlrd ) - Writing and reading data and formatting information from Excel files.
* PDF
* [PDFMiner ](https://github.com/euske/pdfminer ) - A tool for extracting information from PDF documents.
* [PyPDF2 ](https://github.com/mstamy2/PyPDF2 ) - A library capable of splitting, merging and transforming PDF pages.
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* [ReportLab ](https://www.reportlab.com/opensource/ ) - Allowing Rapid creation of rich PDF documents.
2016-11-12 14:27:45 +00:00
* Markdown
* [Mistune ](https://github.com/lepture/mistune ) - Fastest and full featured pure Python parsers of Markdown.
* [Python-Markdown ](https://github.com/waylan/Python-Markdown ) - A Python implementation of John Gruber’ s Markdown.
* YAML
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* [PyYAML ](http://pyyaml.org/ ) - YAML implementations for Python.
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* CSV
* [csvkit ](https://github.com/wireservice/csvkit ) - Utilities for converting to and working with CSV.
* Archive
* [unp ](https://github.com/mitsuhiko/unp ) - A command line tool that can unpack archives easily.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Static Site Generator
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*Static site generator is a software that takes some text + templates as input and produces HTML files on the output.*
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* [lektor ](https://github.com/lektor/lektor ) - An easy to use static CMS and blog engine.
2020-08-02 06:51:49 +00:00
* [mkdocs ](https://github.com/mkdocs/mkdocs/ ) - Markdown friendly documentation generator.
2020-08-23 10:54:54 +00:00
* [makesite ](https://github.com/sunainapai/makesite ) - Simple, lightweight, and magic-free static site/blog generator (< 130 lines ).
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* [nikola ](https://github.com/getnikola/nikola ) - A static website and blog generator.
2020-08-02 06:51:49 +00:00
* [pelican ](https://github.com/getpelican/pelican ) - Static site generator that supports Markdown and reST syntax.
2014-06-30 16:57:49 +00:00
2016-11-12 14:27:45 +00:00
## Tagging
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2016-11-12 14:27:45 +00:00
*Libraries for tagging items.*
2014-06-30 17:38:43 +00:00
2019-03-03 10:47:53 +00:00
* [django-taggit ](https://github.com/jazzband/django-taggit ) - Simple tagging for Django.
2014-06-27 21:04:05 +00:00
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## Task Queues
*Libraries for working with task queues.*
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* [celery ](https://docs.celeryproject.org/en/stable/ ) - An asynchronous task queue/job queue based on distributed message passing.
2021-02-03 23:18:51 +00:00
* [dramatiq ](https://github.com/Bogdanp/dramatiq ) - A fast and reliable background task processing library for Python 3.
2019-11-04 11:56:37 +00:00
* [huey ](https://github.com/coleifer/huey ) - Little multi-threaded task queue.
* [mrq ](https://github.com/pricingassistant/mrq ) - A distributed worker task queue in Python using Redis & gevent.
* [rq ](https://github.com/rq/rq ) - Simple job queues for Python.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Template Engine
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2016-11-12 14:27:45 +00:00
*Libraries and tools for templating and lexing.*
2014-07-08 14:43:58 +00:00
2019-03-03 10:47:53 +00:00
* [Genshi ](https://genshi.edgewall.org/ ) - Python templating toolkit for generation of web-aware output.
2020-08-02 06:51:49 +00:00
* [Jinja2 ](https://github.com/pallets/jinja ) - A modern and designer friendly templating language.
2016-11-12 14:27:45 +00:00
* [Mako ](http://www.makotemplates.org/ ) - Hyperfast and lightweight templating for the Python platform.
2014-06-27 21:04:05 +00:00
## Testing
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*Libraries for testing codebases and generating test data.*
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* Testing Frameworks
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* [hypothesis ](https://github.com/HypothesisWorks/hypothesis ) - Hypothesis is an advanced Quickcheck style property based testing library.
* [nose2 ](https://github.com/nose-devs/nose2 ) - The successor to `nose` , based on `unittest2.
2020-08-02 06:51:49 +00:00
* [pytest ](https://docs.pytest.org/en/latest/ ) - A mature full-featured Python testing tool.
2015-08-05 21:20:38 +00:00
* [Robot Framework ](https://github.com/robotframework/robotframework ) - A generic test automation framework.
2018-03-26 13:15:30 +00:00
* [unittest ](https://docs.python.org/3/library/unittest.html ) - (Python standard library) Unit testing framework.
2016-03-20 13:11:52 +00:00
* Test Runners
* [green ](https://github.com/CleanCut/green ) - A clean, colorful test runner.
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* [mamba ](http://nestorsalceda.github.io/mamba/ ) - The definitive testing tool for Python. Born under the banner of BDD.
2017-07-18 16:34:48 +00:00
* [tox ](https://tox.readthedocs.io/en/latest/ ) - Auto builds and tests distributions in multiple Python versions
2016-03-20 13:00:36 +00:00
* GUI / Web Testing
2014-08-13 14:25:17 +00:00
* [locust ](https://github.com/locustio/locust ) - Scalable user load testing tool written in Python.
2016-11-12 14:27:45 +00:00
* [PyAutoGUI ](https://github.com/asweigart/pyautogui ) - PyAutoGUI is a cross-platform GUI automation Python module for human beings.
2019-11-13 15:15:39 +00:00
* [Schemathesis ](https://github.com/kiwicom/schemathesis ) - A tool for automatic property-based testing of web applications built with Open API / Swagger specifications.
2019-05-25 05:05:51 +00:00
* [Selenium ](https://pypi.org/project/selenium/ ) - Python bindings for [Selenium ](http://www.seleniumhq.org/ ) WebDriver.
2014-08-23 10:24:56 +00:00
* [sixpack ](https://github.com/seatgeek/sixpack ) - A language-agnostic A/B Testing framework.
2016-05-09 09:59:34 +00:00
* [splinter ](https://github.com/cobrateam/splinter ) - Open source tool for testing web applications.
2014-06-27 21:04:05 +00:00
* Mock
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* [doublex ](https://pypi.org/project/doublex/ ) - Powerful test doubles framework for Python.
2014-07-08 21:19:31 +00:00
* [freezegun ](https://github.com/spulec/freezegun ) - Travel through time by mocking the datetime module.
2014-08-07 01:45:40 +00:00
* [httmock ](https://github.com/patrys/httmock ) - A mocking library for requests for Python 2.6+ and 3.2+.
2016-06-19 07:41:54 +00:00
* [httpretty ](https://github.com/gabrielfalcao/HTTPretty ) - HTTP request mock tool for Python.
2020-08-02 06:51:49 +00:00
* [mock ](https://docs.python.org/3/library/unittest.mock.html ) - (Python standard library) A mocking and patching library.
2019-05-25 05:28:37 +00:00
* [mocket ](https://github.com/mindflayer/python-mocket ) - A socket mock framework with gevent/asyncio/SSL support.
2015-11-13 20:39:42 +00:00
* [responses ](https://github.com/getsentry/responses ) - A utility library for mocking out the requests Python library.
2015-08-24 13:16:54 +00:00
* [VCR.py ](https://github.com/kevin1024/vcrpy ) - Record and replay HTTP interactions on your tests.
2015-08-28 18:04:35 +00:00
* Object Factories
2017-07-18 16:34:48 +00:00
* [factory_boy ](https://github.com/FactoryBoy/factory_boy ) - A test fixtures replacement for Python.
2020-12-04 14:09:38 +00:00
* [mixer ](https://github.com/klen/mixer ) - Another fixtures replacement. Supports Django, Flask, SQLAlchemy, Peewee and etc.
2015-08-28 18:04:35 +00:00
* [model_mommy ](https://github.com/vandersonmota/model_mommy ) - Creating random fixtures for testing in Django.
2014-08-13 14:25:17 +00:00
* Code Coverage
2019-05-25 05:05:51 +00:00
* [coverage ](https://pypi.org/project/coverage/ ) - Code coverage measurement.
2014-06-27 21:04:05 +00:00
* Fake Data
2014-12-27 05:17:32 +00:00
* [fake2db ](https://github.com/emirozer/fake2db ) - Fake database generator.
2016-11-12 14:27:45 +00:00
* [faker ](https://github.com/joke2k/faker ) - A Python package that generates fake data.
2020-08-02 06:51:49 +00:00
* [mimesis ](https://github.com/lk-geimfari/mimesis ) - is a Python library that help you generate fake data.
2019-05-25 05:05:51 +00:00
* [radar ](https://pypi.org/project/radar/ ) - Generate random datetime / time.
2014-06-27 21:04:05 +00:00
2016-11-12 14:27:45 +00:00
## Text Processing
2014-07-08 14:43:58 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for parsing and manipulating plain texts.*
2014-10-04 02:33:24 +00:00
2016-11-12 14:27:45 +00:00
* General
* [chardet ](https://github.com/chardet/chardet ) - Python 2/3 compatible character encoding detector.
2018-03-26 13:15:30 +00:00
* [difflib ](https://docs.python.org/3/library/difflib.html ) - (Python standard library) Helpers for computing deltas.
2016-11-12 14:27:45 +00:00
* [ftfy ](https://github.com/LuminosoInsight/python-ftfy ) - Makes Unicode text less broken and more consistent automagically.
* [fuzzywuzzy ](https://github.com/seatgeek/fuzzywuzzy ) - Fuzzy String Matching.
* [Levenshtein ](https://github.com/ztane/python-Levenshtein/ ) - Fast computation of Levenshtein distance and string similarity.
2019-03-03 10:47:53 +00:00
* [pangu.py ](https://github.com/vinta/pangu.py ) - Paranoid text spacing.
2016-11-12 14:27:45 +00:00
* [pyfiglet ](https://github.com/pwaller/pyfiglet ) - An implementation of figlet written in Python.
2019-03-03 10:47:53 +00:00
* [pypinyin ](https://github.com/mozillazg/python-pinyin ) - Convert Chinese hanzi (漢字) to pinyin (拼音).
2019-05-25 05:28:37 +00:00
* [textdistance ](https://github.com/orsinium/textdistance ) - Compute distance between sequences with 30+ algorithms.
2019-05-25 05:05:51 +00:00
* [unidecode ](https://pypi.org/project/Unidecode/ ) - ASCII transliterations of Unicode text.
2016-11-12 14:27:45 +00:00
* Slugify
* [awesome-slugify ](https://github.com/dimka665/awesome-slugify ) - A Python slugify library that can preserve unicode.
* [python-slugify ](https://github.com/un33k/python-slugify ) - A Python slugify library that translates unicode to ASCII.
* [unicode-slugify ](https://github.com/mozilla/unicode-slugify ) - A slugifier that generates unicode slugs with Django as a dependency.
2019-03-03 10:47:53 +00:00
* Unique identifiers
* [hashids ](https://github.com/davidaurelio/hashids-python ) - Implementation of [hashids ](http://hashids.org ) in Python.
* [shortuuid ](https://github.com/skorokithakis/shortuuid ) - A generator library for concise, unambiguous and URL-safe UUIDs.
2016-11-12 14:27:45 +00:00
* Parser
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* [ply ](https://github.com/dabeaz/ply ) - Implementation of lex and yacc parsing tools for Python.
* [pygments ](http://pygments.org/ ) - A generic syntax highlighter.
2018-10-21 13:15:53 +00:00
* [pyparsing ](https://github.com/pyparsing/pyparsing ) - A general purpose framework for generating parsers.
2016-11-12 14:27:45 +00:00
* [python-nameparser ](https://github.com/derek73/python-nameparser ) - Parsing human names into their individual components.
2019-03-03 10:47:53 +00:00
* [python-phonenumbers ](https://github.com/daviddrysdale/python-phonenumbers ) - Parsing, formatting, storing and validating international phone numbers.
2016-11-12 14:27:45 +00:00
* [python-user-agents ](https://github.com/selwin/python-user-agents ) - Browser user agent parser.
* [sqlparse ](https://github.com/andialbrecht/sqlparse ) - A non-validating SQL parser.
2014-07-08 14:43:58 +00:00
2014-06-27 21:04:05 +00:00
## Third-party APIs
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*Libraries for accessing third party services APIs. Also see [List of Python API Wrappers and Libraries ](https://github.com/realpython/list-of-python-api-wrappers ).*
2014-06-28 07:26:28 +00:00
* [apache-libcloud ](https://libcloud.apache.org/ ) - One Python library for all clouds.
2016-12-16 00:06:24 +00:00
* [boto3 ](https://github.com/boto/boto3 ) - Python interface to Amazon Web Services.
2017-07-18 16:34:48 +00:00
* [django-wordpress ](https://github.com/istrategylabs/django-wordpress ) - WordPress models and views for Django.
2016-04-02 18:59:47 +00:00
* [facebook-sdk ](https://github.com/mobolic/facebook-sdk ) - Facebook Platform Python SDK.
2015-08-14 18:34:28 +00:00
* [google-api-python-client ](https://github.com/google/google-api-python-client ) - Google APIs Client Library for Python.
* [gspread ](https://github.com/burnash/gspread ) - Google Spreadsheets Python API.
* [twython ](https://github.com/ryanmcgrath/twython ) - A Python wrapper for the Twitter API.
2014-06-27 21:04:05 +00:00
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## URL Manipulation
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*Libraries for parsing URLs.*
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* [furl ](https://github.com/gruns/furl ) - A small Python library that makes parsing and manipulating URLs easy.
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* [purl ](https://github.com/codeinthehole/purl ) - A simple, immutable URL class with a clean API for interrogation and manipulation.
* [pyshorteners ](https://github.com/ellisonleao/pyshorteners ) - A pure Python URL shortening lib.
2019-05-25 05:28:37 +00:00
* [webargs ](https://github.com/marshmallow-code/webargs ) - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks.
2014-07-16 20:21:56 +00:00
2016-11-12 14:27:45 +00:00
## Video
2014-08-03 06:32:02 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for manipulating video and GIFs.*
2014-08-03 06:32:02 +00:00
2019-03-03 10:47:53 +00:00
* [moviepy ](https://zulko.github.io/moviepy/ ) - A module for script-based movie editing with many formats, including animated GIFs.
2016-11-12 14:27:45 +00:00
* [scikit-video ](https://github.com/aizvorski/scikit-video ) - Video processing routines for SciPy.
2020-08-02 06:51:49 +00:00
* [vidgear ](https://github.com/abhiTronix/vidgear ) - Most Powerful multi-threaded Video Processing framework.
2014-08-03 06:32:02 +00:00
2019-03-02 16:35:09 +00:00
## Web Asset Management
2014-12-08 16:09:06 +00:00
2019-03-02 16:35:09 +00:00
*Tools for managing, compressing and minifying website assets.*
2014-12-08 16:09:06 +00:00
2019-03-02 16:35:09 +00:00
* [django-compressor ](https://github.com/django-compressor/django-compressor ) - Compresses linked and inline JavaScript or CSS into a single cached file.
* [django-pipeline ](https://github.com/jazzband/django-pipeline ) - An asset packaging library for Django.
* [django-storages ](https://github.com/jschneier/django-storages ) - A collection of custom storage back ends for Django.
* [fanstatic ](http://www.fanstatic.org/en/latest/ ) - Packages, optimizes, and serves static file dependencies as Python packages.
* [fileconveyor ](http://wimleers.com/fileconveyor ) - A daemon to detect and sync files to CDNs, S3 and FTP.
* [flask-assets ](https://github.com/miracle2k/flask-assets ) - Helps you integrate webassets into your Flask app.
* [webassets ](https://github.com/miracle2k/webassets ) - Bundles, optimizes, and manages unique cache-busting URLs for static resources.
2014-12-08 16:09:06 +00:00
2016-11-12 14:27:45 +00:00
## Web Content Extracting
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2016-11-12 14:27:45 +00:00
*Libraries for extracting web contents.*
2014-07-02 09:19:34 +00:00
2016-11-12 14:27:45 +00:00
* [html2text ](https://github.com/Alir3z4/html2text ) - Convert HTML to Markdown-formatted text.
* [lassie ](https://github.com/michaelhelmick/lassie ) - Web Content Retrieval for Humans.
* [micawber ](https://github.com/coleifer/micawber ) - A small library for extracting rich content from URLs.
* [newspaper ](https://github.com/codelucas/newspaper ) - News extraction, article extraction and content curation in Python.
* [python-readability ](https://github.com/buriy/python-readability ) - Fast Python port of arc90's readability tool.
2020-01-13 15:25:40 +00:00
* [requests-html ](https://github.com/psf/requests-html ) - Pythonic HTML Parsing for Humans.
2016-11-12 14:27:45 +00:00
* [sumy ](https://github.com/miso-belica/sumy ) - A module for automatic summarization of text documents and HTML pages.
* [textract ](https://github.com/deanmalmgren/textract ) - Extract text from any document, Word, PowerPoint, PDFs, etc.
2018-03-08 13:58:13 +00:00
* [toapi ](https://github.com/gaojiuli/toapi ) - Every web site provides APIs.
2014-07-02 09:19:34 +00:00
2019-05-25 10:04:30 +00:00
## Web Crawling
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2019-05-25 10:05:03 +00:00
*Libraries to automate web scraping.*
2014-07-25 05:34:49 +00:00
2016-11-12 14:27:45 +00:00
* [cola ](https://github.com/chineking/cola ) - A distributed crawling framework.
2019-03-03 11:02:38 +00:00
* [feedparser ](https://pythonhosted.org/feedparser/ ) - Universal feed parser.
* [grab ](https://github.com/lorien/grab ) - Site scraping framework.
* [MechanicalSoup ](https://github.com/MechanicalSoup/MechanicalSoup ) - A Python library for automating interaction with websites.
2020-08-02 06:51:49 +00:00
* [portia ](https://github.com/scrapinghub/portia ) - Visual scraping for Scrapy.
2016-11-12 14:27:45 +00:00
* [pyspider ](https://github.com/binux/pyspider ) - A powerful spider system.
2019-03-03 11:02:38 +00:00
* [robobrowser ](https://github.com/jmcarp/robobrowser ) - A simple, Pythonic library for browsing the web without a standalone web browser.
* [scrapy ](https://scrapy.org/ ) - A fast high-level screen scraping and web crawling framework.
2014-07-25 05:34:49 +00:00
2016-11-12 14:27:45 +00:00
## Web Frameworks
2014-06-30 15:54:45 +00:00
2020-06-06 19:13:12 +00:00
*Traditional full stack web frameworks. Also see [RESTful API ](https://github.com/vinta/awesome-python#restful-api ).*
2014-07-02 09:19:34 +00:00
2019-11-03 16:49:57 +00:00
* Synchronous
* [Django ](https://www.djangoproject.com/ ) - The most popular web framework in Python.
* [awesome-django ](https://github.com/shahraizali/awesome-django )
2020-08-02 06:51:49 +00:00
* [awesome-django ](https://github.com/wsvincent/awesome-django )
2019-11-03 16:49:57 +00:00
* [Flask ](http://flask.pocoo.org/ ) - A microframework for Python.
* [awesome-flask ](https://github.com/humiaozuzu/awesome-flask )
* [Pyramid ](https://pylonsproject.org/ ) - A small, fast, down-to-earth, open source Python web framework.
* [awesome-pyramid ](https://github.com/uralbash/awesome-pyramid )
* [Masonite ](https://github.com/MasoniteFramework/masonite ) - The modern and developer centric Python web framework.
* Asynchronous
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* [Tornado ](http://www.tornadoweb.org/en/latest/ ) - A web framework and asynchronous networking library.
2014-06-30 15:54:45 +00:00
2016-11-12 14:27:45 +00:00
## WebSocket
2015-06-08 22:26:18 +00:00
2016-11-12 14:27:45 +00:00
*Libraries for working with WebSocket.*
2015-06-08 22:26:18 +00:00
2019-03-03 11:02:38 +00:00
* [autobahn-python ](https://github.com/crossbario/autobahn-python ) - WebSocket & WAMP for Python on Twisted and [asyncio ](https://docs.python.org/3/library/asyncio.html ).
2019-11-04 11:56:37 +00:00
* [channels ](https://github.com/django/channels ) - Developer-friendly asynchrony for Django.
* [websockets ](https://github.com/aaugustin/websockets ) - A library for building WebSocket servers and clients with a focus on correctness and simplicity.
2015-09-03 12:23:31 +00:00
2019-11-04 11:56:37 +00:00
## WSGI Servers
2015-09-02 13:06:59 +00:00
2019-11-04 11:56:37 +00:00
*WSGI-compatible web servers.*
2015-09-03 12:24:57 +00:00
2019-11-04 11:56:37 +00:00
* [bjoern ](https://github.com/jonashaag/bjoern ) - Asynchronous, very fast and written in C.
2021-01-25 01:56:30 +00:00
* [gunicorn ](https://github.com/benoitc/gunicorn ) - Pre-forked, ported from Ruby's Unicorn project.
2019-11-04 11:56:37 +00:00
* [uWSGI ](https://uwsgi-docs.readthedocs.io/en/latest/ ) - A project aims at developing a full stack for building hosting services, written in C.
* [waitress ](https://github.com/Pylons/waitress ) - Multi-threaded, powers Pyramid.
* [werkzeug ](https://github.com/pallets/werkzeug ) - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.
2014-06-30 15:54:45 +00:00
2014-07-01 18:30:10 +00:00
# Resources
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2020-06-06 19:03:21 +00:00
Where to discover learning resources or new Python libraries.
2014-06-27 21:04:05 +00:00
2020-06-06 19:03:21 +00:00
## Books
2015-06-08 22:26:18 +00:00
2020-06-06 19:03:21 +00:00
- [Fluent Python ](https://www.oreilly.com/library/view/fluent-python/9781491946237/ )
2020-11-18 06:45:46 +00:00
- [Think Python ](https://greenteapress.com/wp/think-python-2e/ )
2015-06-08 22:26:18 +00:00
2020-06-06 19:03:21 +00:00
## Websites
2014-06-27 21:04:05 +00:00
2020-06-06 19:03:21 +00:00
* Tutorials
* [Full Stack Python ](https://www.fullstackpython.com/ )
* [Python Cheatsheet ](https://www.pythoncheatsheet.org/ )
* [Real Python ](https://realpython.com )
* [The Hitchhiker’ s Guide to Python ](https://docs.python-guide.org/ )
2020-08-23 01:15:50 +00:00
* [Ultimate Python study guide ](https://github.com/huangsam/ultimate-python )
2020-06-06 19:03:21 +00:00
* Libraries
* [Awesome Python @LibHunt ](https://python.libhunt.com/ )
* Others
* [Python ZEEF ](https://python.zeef.com/alan.richmond )
* [Pythonic News ](https://news.python.sc/ )
2020-09-25 05:20:43 +00:00
* [What the f*ck Python! ](https://github.com/satwikkansal/wtfpython )
2014-06-27 21:04:05 +00:00
2020-06-06 19:03:21 +00:00
## Newsletters
2014-06-27 21:04:05 +00:00
2020-06-06 19:03:21 +00:00
* [Awesome Python Newsletter ](http://python.libhunt.com/newsletter )
2014-12-09 05:21:32 +00:00
* [Pycoder's Weekly ](http://pycoders.com/ )
2018-06-03 04:23:45 +00:00
* [Python Tricks ](https://realpython.com/python-tricks/ )
2020-08-02 06:51:49 +00:00
* [Python Weekly ](http://www.pythonweekly.com/ )
2014-06-30 15:37:26 +00:00
2016-11-12 14:34:01 +00:00
## Podcasts
2014-07-31 03:21:56 +00:00
2020-06-06 19:22:04 +00:00
* [Django Chat ](https://djangochat.com/ )
2020-06-06 19:08:21 +00:00
* [Podcast.\_\_init__ ](https://podcastinit.com/ )
2016-11-14 06:45:37 +00:00
* [Python Bytes ](https://pythonbytes.fm )
2020-06-06 19:22:04 +00:00
* [Running in Production ](https://runninginproduction.com/ )
2018-02-18 12:21:10 +00:00
* [Talk Python To Me ](https://talkpython.fm/ )
2018-10-26 17:44:12 +00:00
* [Test and Code ](https://testandcode.com/ )
2020-03-30 19:52:39 +00:00
* [The Real Python Podcast ](https://realpython.com/podcasts/rpp/ )
2014-07-10 05:38:27 +00:00
2015-10-03 09:55:32 +00:00
# Contributing
2015-01-02 10:27:30 +00:00
2015-10-03 09:55:32 +00:00
Your contributions are always welcome! Please take a look at the [contribution guidelines ](https://github.com/vinta/awesome-python/blob/master/CONTRIBUTING.md ) first.
2015-01-02 10:27:30 +00:00
2016-08-11 15:11:43 +00:00
I will keep some pull requests open if I'm not sure whether those libraries are awesome, you could [vote for them ](https://github.com/vinta/awesome-python/pulls ) by adding :+1: to them. Pull requests will be merged when their votes reach **20** .
2018-02-18 12:21:10 +00:00
- - -
2020-06-06 19:16:26 +00:00
If you have any question about this opinionated list, do not hesitate to contact me [@VintaChen ](https://twitter.com/VintaChen ) on Twitter or open an issue on GitHub.
2020-08-02 06:51:49 +00:00