Fucking Awesome Python

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

Inspired by fucking-awesome-go.

• Awesome Python
  • Admin Panels
  • Algorithms and Design Patterns
  • ASGI Servers
  • Asynchronous Programming
  • Audio
  • Authentication
  • Build Tools
  • Built-in Classes Enhancement
  • Caching
  • ChatOps Tools
  • CMS
  • Code Analysis
  • Command-line Interface Development
  • Command-line Tools
  • Compatibility
  • Computer Vision
  • Concurrency and Parallelism
  • Configuration
  • Cryptography
  • Data Analysis
  • Data Validation
  • Data Visualization
  • Database Drivers
  • Database
  • Date and Time
  • Debugging Tools
  • Deep Learning
  • DevOps Tools
  • Distributed Computing
  • Distribution
  • Documentation
  • Downloader
  • E-commerce
  • Editor Plugins and IDEs
  • Email
  • Environment Management
  • Files
  • Foreign Function Interface
  • Forms
  • Functional Programming
  • Game Development
  • Geolocation
  • GUI Development
  • Hardware
  • HTML Manipulation
  • HTTP Clients
  • Image Processing
  • Implementations
  • Interactive Interpreter
  • Internationalization
  • Job Scheduler
  • Logging
  • Machine Learning
  • Miscellaneous
  • Natural Language Processing
  • Network Virtualization
  • News Feed
  • ORM
  • Package Management
  • Package Repositories
  • Penetration testing
  • Permissions
  • Processes
  • Recommender Systems
  • Refactoring
  • RESTful API
  • Robotics
  • RPC Servers
  • Science
  • Search
  • Serialization
  • Serverless Frameworks
  • Shell
  • Specific Formats Processing
  • Static Site Generator
  • Tagging
  • Task Queues
  • Template Engine
  • Testing
  • Text Processing
  • Third-party APIs
  • URL Manipulation
  • Video
  • Web Asset Management
  • Web Content Extracting
  • Web Crawling
  • Web Frameworks
  • WebSocket
  • WSGI Servers
• Resources
  • Books
  • Newsletters
  • Podcasts
  • Websites
• Contributing

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Admin Panels

Libraries for administrative interfaces.

• ajenti - ⭐ 6401 🍴 757 - The admin panel your servers deserve.
• 🌎 django-grappelli - A jazzy skin for the Django Admin-Interface.
• django-jet - ⭐ 3087 🍴 679 - Modern responsive template for the Django admin interface with improved functionality.
• 🌎 django-suit - Alternative Django Admin-Interface (free only for Non-commercial use).
• django-xadmin - ⭐ 4566 🍴 1409 - Drop-in replacement of Django admin comes with lots of goodies.
• flask-admin - ⭐ 4693 🍴 1333 - Simple and extensible administrative interface framework for Flask.
• flower - ⭐ 4742 🍴 834 - Real-time monitor and web admin for Celery.
• jet-bridge - ⭐ 936 🍴 81 - Admin panel framework for any application with nice UI (ex Jet Django)
• wooey - ⭐ 1560 🍴 172 - A Django app which creates automatic web UIs for Python scripts.

Algorithms and Design Patterns

Python implementation of data structures, algorithms and design patterns. Also see awesome-algorithms.

• Algorithms
  • algorithms - ⭐ 19125 🍴 3926 - Minimal examples of data structures and algorithms.
  • python-ds - ⭐ 1352 🍴 429 - A collection of data structure and algorithms for coding interviews.
  • sortedcontainers - ⭐ 2163 🍴 142 - Fast and pure-Python implementation of sorted collections.
  • TheAlgorithms - ⭐ 105761 🍴 29595 - All Algorithms implemented in Python.
• Design Patterns
  • PyPattyrn - ⭐ 1207 🍴 106 - A simple yet effective library for implementing common design patterns.
  • python-patterns - ⭐ 28224 🍴 5831 - A collection of design patterns in Python.
  • transitions - ⭐ 3662 🍴 436 - A lightweight, object-oriented finite state machine implementation.

ASGI Servers

ASGI-compatible web servers.

• daphne - ⭐ 1521 🍴 183 - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP.
• uvicorn - ⭐ 3866 🍴 312 - A lightning-fast ASGI server implementation, using uvloop and httptools.

Asynchronous Programming

• 🌎 asyncio - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
  • awesome-asyncio
• trio - ⭐ 3843 🍴 235 - A friendly library for async concurrency and I/O.
• 🌎 Twisted - An event-driven networking engine.
• uvloop - ⭐ 7729 🍴 455 - Ultra fast asyncio event loop.

Audio

Libraries for manipulating audio and its metadata.

• Audio
  • audioread - ⭐ 361 🍴 87 - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.
  • dejavu - ⭐ 5403 🍴 1266 - Audio fingerprinting and recognition.
  • kapre - ⭐ 733 🍴 129 - Keras Audio Preprocessors
  • librosa - ⭐ 4453 🍴 733 - Python library for audio and music analysis
  • matchering - ⭐ 411 🍴 53 - A library for automated reference audio mastering.
  • 🌎 mingus - An advanced music theory and notation package with MIDI file and playback support.
  • pyAudioAnalysis - ⭐ 3900 🍴 992 - Audio feature extraction, classification, segmentation and applications.
  • pydub - ⭐ 5306 🍴 717 - Manipulate audio with a simple and easy high level interface.
  • TimeSide - ⭐ 301 🍴 53 - Open web audio processing framework.
• Metadata
  • beets - ⭐ 10088 🍴 1640 - A music library manager and MusicBrainz tagger.
  • eyeD3 - ⭐ 300 🍴 41 - A tool for working with audio files, specifically MP3 files containing ID3 metadata.
  • mutagen - ⭐ 774 🍴 102 - A Python module to handle audio metadata.
  • tinytag - ⭐ 454 🍴 83 - A library for reading music meta data of MP3, OGG, FLAC and Wave files.

Authentication

Libraries for implementing authentications schemes.

• OAuth
  • authlib - ⭐ 2472 🍴 253 - JavaScript Object Signing and Encryption draft implementation.
  • django-allauth - ⭐ 6401 🍴 2266 - Authentication app for Django that "just works."
  • django-oauth-toolkit - ⭐ 2268 🍴 617 - OAuth 2 goodies for Django.
  • oauthlib - ⭐ 2197 🍴 431 - A generic and thorough implementation of the OAuth request-signing logic.
  • python-oauth2 - ⭐ 2936 🍴 1044 - A fully tested, abstract interface to creating OAuth clients and servers.
  • python-social-auth - ⭐ 2806 🍴 1132 - An easy-to-setup social authentication mechanism.
• JWT
  • pyjwt - ⭐ 3786 🍴 494 - JSON Web Token implementation in Python.
  • python-jose - ⭐ 837 🍴 168 - A JOSE implementation in Python.
  • python-jwt - ⭐ 186 🍴 24 - A module for generating and verifying JSON Web Tokens.

Build Tools

Compile software from source code.

• 🌎 BitBake - A make-like build tool for embedded Linux.
• 🌎 buildout - A build system for creating, assembling and deploying applications from multiple parts.
• PlatformIO - ⭐ 5054 🍴 588 - A console tool to build code with different development platforms.
• pybuilder - ⭐ 1297 🍴 236 - A continuous build tool written in pure Python.
• 🌎 SCons - A software construction tool.

Built-in Classes Enhancement

Libraries for enhancing Python built-in classes.

• attrs - ⭐ 3466 🍴 255 - Replacement for __init__, __eq__, __repr__, etc. boilerplate in class definitions.
• bidict - ⭐ 819 🍴 41 - Efficient, Pythonic bidirectional map data structures and related functionality..
• Box - ⭐ 1671 🍴 70 - Python dictionaries with advanced dot notation access.
• 🌎 dataclasses - (Python standard library) Data classes.
• DottedDict - ⭐ 120 🍴 15 - A library that provides a method of accessing lists and dicts with a dotted path notation.

CMS

Content Management Systems.

• 🌎 django-cms - An Open source enterprise CMS based on the Django.
• feincms - ⭐ 798 🍴 233 - One of the most advanced Content Management Systems built on Django.
• indico - ⭐ 1177 🍴 295 - A feature-rich event management system, made @ CERN.
• Kotti - ⭐ 361 🍴 113 - A high-level, Pythonic web application framework built on Pyramid.
• mezzanine - ⭐ 4257 🍴 1515 - A powerful, consistent, and flexible content management platform.
• 🌎 plone - A CMS built on top of the open source application server Zope.
• quokka - ⭐ 2194 🍴 459 - Flexible, extensible, small CMS powered by Flask and MongoDB.
• 🌎 wagtail - A Django content management system.

Caching

Libraries for caching data.

• beaker - ⭐ 468 🍴 134 - A WSGI middleware for sessions and caching.
• django-cache-machine - ⭐ 807 🍴 162 - Automatic caching and invalidation for Django models.
• django-cacheops - ⭐ 1407 🍴 178 - A slick ORM cache with automatic granular event-driven invalidation.
• 🌎 dogpile.cache - dogpile.cache is next generation replacement for Beaker made by same authors.
• 🌎 HermesCache - Python caching library with tag-based invalidation and dogpile effect prevention.
• pylibmc - ⭐ 441 🍴 122 - A Python wrapper around the libmemcached interface.
• 🌎 python-diskcache - SQLite and file backed cache backend with faster lookups than memcached and redis.

ChatOps Tools

Libraries for chatbot development.

• errbot - ⭐ 2478 🍴 533 - The easiest and most popular chatbot to implement ChatOps.

Code Analysis

Tools of static analysis, linters and code quality checkers. Also see awesome-static-analysis.

• Code Analysis
  • coala - ⭐ 3185 🍴 1358 - Language independent and easily extendable code analysis application.
  • code2flow - ⭐ 829 🍴 137 - Turn your Python and JavaScript code into DOT flowcharts.
  • prospector - ⭐ 1421 🍴 124 - A tool to analyse Python code.
  • pycallgraph - ⭐ 1541 🍴 276 - A library that visualises the flow (call graph) of your Python application.
  • vulture - ⭐ 1238 🍴 66 - A tool for finding and analysing dead Python code.
• Code Linters
  • 🌎 flake8 - A wrapper around pycodestyle, pyflakes and McCabe.
    • awesome-flake8-extensions - ⭐ 563 🍴 20
  • pylama - ⭐ 774 🍴 80 - A code audit tool for Python and JavaScript.
  • 🌎 pylint - A fully customizable source code analyzer.
  • wemake-python-styleguide - ⭐ 1455 🍴 275 - The strictest and most opinionated python linter ever.
• Code Formatters
  • black - ⭐ 20863 🍴 1329 - The uncompromising Python code formatter.
  • isort - ⭐ 3853 🍴 395 - A Python utility / library to sort imports.
  • yapf - ⭐ 11685 🍴 795 - Yet another Python code formatter from Google.
• Static Type Checkers, also see awesome-python-typing
  • 🌎 mypy - Check variable types during compile time.
  • pyre-check - ⭐ 5287 🍴 327 - Performant type checking.
  • typeshed - ⭐ 2120 🍴 1043 - Collection of library stubs for Python, with static types.
• Static Type Annotations Generators
  • MonkeyType - ⭐ 3346 🍴 125 - A system for Python that generates static type annotations by collecting runtime types.
  • pyannotate - ⭐ 1199 🍴 52 - Auto-generate PEP-484 annotations.
  • pytype - ⭐ 3257 🍴 189 - Pytype checks and infers types for Python code - without requiring type annotations.

Command-line Interface Development

Libraries for building command-line applications.

• Command-line Application Development
  • 🌎 cement - CLI Application Framework for Python.
  • 🌎 click - A package for creating beautiful command line interfaces in a composable way.
  • 🌎 cliff - A framework for creating command-line programs with multi-level commands.
  • 🌎 docopt - Pythonic command line arguments parser.
  • python-fire - ⭐ 19040 🍴 1147 - A library for creating command line interfaces from absolutely any Python object.
  • python-prompt-toolkit - ⭐ 7021 🍴 549 - A library for building powerful interactive command lines.
• Terminal Rendering
  • alive-progress - ⭐ 2272 🍴 87 - A new kind of Progress Bar, with real-time throughput, eta and very cool animations.
  • asciimatics - ⭐ 2653 🍴 200 - A package to create full-screen text UIs (from interactive forms to ASCII animations).
  • bashplotlib - ⭐ 1541 🍴 126 - Making basic plots in the terminal.
  • 🌎 colorama - Cross-platform colored terminal text.
  • rich - ⭐ 25597 🍴 762 - Python library for rich text and beautiful formatting in the terminal. Also provides a great RichHandler log handler.
  • tqdm - ⭐ 18226 🍴 935 - Fast, extensible progress bar for loops and CLI.

Command-line Tools

Useful CLI-based tools for productivity.

• Productivity Tools
  • copier - ⭐ 321 🍴 27 - A library and command-line utility for rendering projects templates.
  • cookiecutter - ⭐ 14403 🍴 1451 - A command-line utility that creates projects from cookiecutters (project templates).
  • doitlive - ⭐ 2965 🍴 90 - A tool for live presentations in the terminal.
  • howdoi - ⭐ 8886 🍴 798 - Instant coding answers via the command line.
  • Invoke - ⭐ 3263 🍴 285 - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.
  • PathPicker - ⭐ 4571 🍴 283 - Select files out of bash output.
  • percol - ⭐ 3020 🍴 145 - Adds flavor of interactive selection to the traditional pipe concept on UNIX.
  • thefuck - ⭐ 61293 🍴 2886 - Correcting your previous console command.
  • tmuxp - ⭐ 3053 🍴 196 - A tmux session manager.
  • try - ⭐ 586 🍴 29 - A dead simple CLI to try out python packages - it's never been easier.
• CLI Enhancements
  • httpie - ⭐ 2 🍴 1 - A command line HTTP client, a user-friendly cURL replacement.
  • iredis - ⭐ 1443 🍴 60 - Redis CLI with autocompletion and syntax highlighting.
  • kube-shell - ⭐ 1869 🍴 154 - An integrated shell for working with the Kubernetes CLI.
  • litecli - ⭐ 1358 🍴 41 - SQLite CLI with autocompletion and syntax highlighting.
  • mycli - ⭐ 9559 🍴 584 - MySQL CLI with autocompletion and syntax highlighting.
  • pgcli - ⭐ 9549 🍴 437 - PostgreSQL CLI with autocompletion and syntax highlighting.
  • saws - ⭐ 4746 🍴 255 - A Supercharged aws-cli.

Compatibility

Libraries for migrating from Python 2 to 3.

• 🌎 python-future - The missing compatibility layer between Python 2 and Python 3.
• modernize - ⭐ 252 🍴 45 - Modernizes Python code for eventual Python 3 migration.
• 🌎 six - Python 2 and 3 compatibility utilities.

Computer Vision

Libraries for Computer Vision.

• EasyOCR - ⭐ 11360 🍴 1256 - Ready-to-use OCR with 40+ languages supported.
• Face Recognition - ⭐ 39770 🍴 11152 - Simple facial recognition library.
• Kornia - ⭐ 3940 🍴 392 - Open Source Differentiable Computer Vision Library for PyTorch.
• 🌎 OpenCV - Open Source Computer Vision Library.
• pytesseract - ⭐ 3564 🍴 528 - A wrapper for Google Tesseract OCR.
• SimpleCV - ⭐ 2469 🍴 791 - An open source framework for building computer vision applications.
• tesserocr - ⭐ 1446 🍴 203 - Another simple, Pillow-friendly, wrapper around the tesseract-ocr API for OCR.

Concurrency and Parallelism

Libraries for concurrent and parallel execution. Also see awesome-asyncio.

• 🌎 concurrent.futures - (Python standard library) A high-level interface for asynchronously executing callables.
• 🌎 eventlet - Asynchronous framework with WSGI support.
• gevent - ⭐ 1241 🍴 200 - A coroutine-based Python networking library that uses greenlet.
• 🌎 multiprocessing - (Python standard library) Process-based parallelism.
• scoop - ⭐ 500 🍴 79 - Scalable Concurrent Operations in Python.
• uvloop - ⭐ 7729 🍴 455 - Ultra fast implementation of asyncio event loop on top of libuv.

Configuration

Libraries for storing and parsing configuration options.

• configobj - ⭐ 257 🍴 62 - INI file parser with validation.
• 🌎 configparser - (Python standard library) INI file parser.
• hydra - ⭐ 4180 🍴 349 - Hydra is a framework for elegantly configuring complex applications.
• 🌎 profig - Config from multiple formats with value conversion.
• python-decouple - ⭐ 1725 🍴 136 - Strict separation of settings from code.

Cryptography

• 🌎 cryptography - A package designed to expose cryptographic primitives and recipes to Python developers.
• paramiko - ⭐ 6956 🍴 1678 - The leading native Python SSHv2 protocol library.
• 🌎 passlib - Secure password storage/hashing library, very high level.
• pynacl - ⭐ 772 🍴 174 - Python binding to the Networking and Cryptography (NaCl) library.

Data Analysis

Libraries for data analyzing.

• AWS Data Wrangler - ⭐ 1728 🍴 272 - Pandas on AWS.
• Blaze - ⭐ 2947 🍴 377 - NumPy and Pandas interface to Big Data.
• Open Mining - ⭐ 1141 🍴 228 - Business Intelligence (BI) in Pandas interface.
• Optimus - ⭐ 1005 🍴 196 - Agile Data Science Workflows made easy with PySpark.
• 🌎 Orange - Data mining, data visualization, analysis and machine learning through visual programming or scripts.
• 🌎 Pandas - A library providing high-performance, easy-to-use data structures and data analysis tools.

Data Validation

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

• Cerberus - ⭐ 2466 🍴 210 - A lightweight and extensible data validation library.
• 🌎 colander - Validating and deserializing data obtained via XML, JSON, an HTML form post.
• jsonschema - ⭐ 3216 🍴 459 - An implementation of JSON Schema for Python.
• schema - ⭐ 2350 🍴 169 - A library for validating Python data structures.
• Schematics - ⭐ 2417 🍴 295 - Data Structure Validation.
• valideer - ⭐ 245 🍴 17 - Lightweight extensible data validation and adaptation library.
• voluptuous - ⭐ 1680 🍴 190 - A Python data validation library.

Data Visualization

Libraries for visualizing data. Also see awesome-javascript.

• Altair - ⭐ 6615 🍴 598 - Declarative statistical visualization library for Python.
• Bokeh - ⭐ 15062 🍴 3708 - Interactive Web Plotting for Python.
• bqplot - ⭐ 3070 🍴 431 - Interactive Plotting Library for the Jupyter Notebook
• Cartopy - ⭐ 867 🍴 274 - A cartographic python library with matplotlib support
• 🌎 Dash - Built on top of Flask, React and Plotly aimed at analytical web applications.
  • awesome-dash - ⭐ 1127 🍴 174
• diagrams - ⭐ 13384 🍴 745 - Diagram as Code.
• 🌎 Matplotlib - A Python 2D plotting library.
• plotnine - ⭐ 2678 🍴 140 - A grammar of graphics for Python based on ggplot2.
• 🌎 Pygal - A Python SVG Charts Creator.
• 🌎 PyGraphviz - Python interface to Graphviz.
• 🌎 PyQtGraph - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.
• Seaborn - ⭐ 8369 🍴 1409 - Statistical data visualization using Matplotlib.
• VisPy - ⭐ 2642 🍴 555 - High-performance scientific visualization based on OpenGL.

Database

Databases implemented in Python.

• pickleDB - ⭐ 561 🍴 99 - A simple and lightweight key-value store for Python.
• tinydb - ⭐ 4230 🍴 379 - A tiny, document-oriented database.
• ZODB - ⭐ 459 🍴 69 - A native object database for Python. A key-value and object graph database.

Database Drivers

Libraries for connecting and operating databases.

• MySQL - awesome-mysql
  • mysqlclient - ⭐ 1899 🍴 327 - MySQL connector with Python 3 support (mysql-python fork).
  • PyMySQL - ⭐ 6421 🍴 1285 - A pure Python MySQL driver compatible to mysql-python.
• PostgreSQL - awesome-postgres
  • 🌎 psycopg2 - The most popular PostgreSQL adapter for Python.
  • queries - ⭐ 233 🍴 28 - A wrapper of the psycopg2 library for interacting with PostgreSQL.
• Other Relational Databases
  • 🌎 pymssql - A simple database interface to Microsoft SQL Server.
  • SuperSQLite - ⭐ 669 🍴 19 - A supercharged SQLite library built on top of apsw.
• NoSQL Databases
  • cassandra-driver - ⭐ 1226 🍴 457 - The Python Driver for Apache Cassandra.
  • happybase - ⭐ 561 🍴 159 - A developer-friendly library for Apache HBase.
  • kafka-python - ⭐ 4347 🍴 1149 - The Python client for Apache Kafka.
  • 🌎 py2neo - A client library and toolkit for working with Neo4j.
  • pymongo - ⭐ 3291 🍴 994 - The official Python client for MongoDB.
  • redis-py - ⭐ 9259 🍴 1951 - The Python client for Redis.
• Asynchronous Clients
  • motor - ⭐ 1693 🍴 155 - The async Python driver for MongoDB.

Date and Time

Libraries for working with dates and times.

• 🌎 Arrow - A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps.
• Chronyk - ⭐ 313 🍴 12 - A Python 3 library for parsing human-written times and dates.
• dateutil - ⭐ 1561 🍴 363 - Extensions to the standard Python datetime module.
• delorean - ⭐ 1722 🍴 116 - A library for clearing up the inconvenient truths that arise dealing with datetimes.
• maya - ⭐ 3269 🍴 209 - Datetimes for Humans.
• moment - ⭐ 670 🍴 40 - A Python library for dealing with dates/times. Inspired by Moment.js.
• Pendulum - ⭐ 4389 🍴 242 - Python datetimes made easy.
• PyTime - ⭐ 140 🍴 21 - An easy-to-use Python module which aims to operate date/time/datetime by string.
• 🌎 pytz - World timezone definitions, modern and historical. Brings the tz database into Python.
• when.py - ⭐ 184 🍴 17 - Providing user-friendly functions to help perform common date and time actions.

Debugging Tools

Libraries for debugging code.

• pdb-like Debugger
  • ipdb - ⭐ 1398 🍴 132 - IPython-enabled pdb.
  • pdb++ - ⭐ 732 🍴 42 - Another drop-in replacement for pdb.
  • pudb - ⭐ 2023 🍴 176 - A full-screen, console-based Python debugger.
  • wdb - ⭐ 1513 🍴 104 - An improbable web debugger through WebSockets.
• Tracing
  • lptrace - ⭐ 670 🍴 39 - strace for Python programs.
  • manhole - ⭐ 311 🍴 15 - Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt.
  • pyringe - ⭐ 1606 🍴 72 - Debugger capable of attaching to and injecting code into Python processes.
  • python-hunter - ⭐ 605 🍴 31 - A flexible code tracing toolkit.
• Profiler
  • line_profiler - ⭐ 3523 🍴 250 - Line-by-line profiling.
  • memory_profiler - ⭐ 62 🍴 11 - Monitor Memory usage of Python code.
  • profiling - ⭐ 2996 🍴 121 - An interactive Python profiler.
  • py-spy - ⭐ 6850 🍴 248 - A sampling profiler for Python programs. Written in Rust.
  • pyflame - ⭐ 2901 🍴 225 - A ptracing profiler For Python.
  • vprof - ⭐ 3738 🍴 168 - Visual Python profiler.
• Others
  • django-debug-toolbar - ⭐ 6467 🍴 920 - Display various debug information for Django.
  • django-devserver - ⭐ 1266 🍴 166 - A drop-in replacement for Django's runserver.
  • flask-debugtoolbar - ⭐ 798 🍴 122 - A port of the django-debug-toolbar to flask.
  • icecream - ⭐ 4631 🍴 88 - Inspect variables, expressions, and program execution with a single, simple function call.
  • pyelftools - ⭐ 1202 🍴 395 - Parsing and analyzing ELF files and DWARF debugging information.

Deep Learning

Frameworks for Neural Networks and Deep Learning. Also see awesome-deep-learning.

• caffe - ⭐ 31607 🍴 18840 - A fast open framework for deep learning..
• keras - ⭐ 51126 🍴 18723 - A high-level neural networks library and capable of running on top of either TensorFlow or Theano.
• mxnet - ⭐ 19436 🍴 6833 - A deep learning framework designed for both efficiency and flexibility.
• pytorch - ⭐ 47989 🍴 12852 - Tensors and Dynamic neural networks in Python with strong GPU acceleration.
• SerpentAI - ⭐ 5918 🍴 683 - Game agent framework. Use any video game as a deep learning sandbox.
• tensorflow - ⭐ 155569 🍴 84588 - The most popular Deep Learning framework created by Google.
• Theano - ⭐ 9410 🍴 2514 - A library for fast numerical computation.

DevOps Tools

Software and libraries for DevOps.

• Configuration Management
  • ansible - ⭐ 48062 🍴 20570 - A radically simple IT automation platform.
  • 🌎 cloudinit - A multi-distribution package that handles early initialization of a cloud instance.
  • 🌎 OpenStack - Open source software for building private and public clouds.
  • pyinfra - ⭐ 1213 🍴 113 - A versatile CLI tools and python libraries to automate infrastructure.
  • saltstack - ⭐ 11707 🍴 5085 - Infrastructure automation and management system.
• SSH-style Deployment
  • cuisine - ⭐ 1243 🍴 162 - Chef-like functionality for Fabric.
  • fabric - ⭐ 12838 🍴 1824 - A simple, Pythonic tool for remote execution and deployment.
  • fabtools - ⭐ 1240 🍴 219 - Tools for writing awesome Fabric files.
• Process Management
  • honcho - ⭐ 1397 🍴 128 - A Python clone of Foreman, for managing Procfile-based applications.
  • supervisor - ⭐ 6799 🍴 1130 - Supervisor process control system for UNIX.
• Monitoring
  • psutil - ⭐ 7290 🍴 1107 - A cross-platform process and system utilities module.
• Backup
  • 🌎 BorgBackup - A deduplicating archiver with compression and encryption.
• Others
  • 🌎 docker-compose - Fast, isolated development environments using Docker.

Distributed Computing

Frameworks and libraries for Distributed Computing.

• Batch Processing
  • dask - ⭐ 8283 🍴 1266 - A flexible parallel computing library for analytic computing.
  • luigi - ⭐ 14503 🍴 2252 - A module that helps you build complex pipelines of batch jobs.
  • mrjob - ⭐ 2541 🍴 591 - Run MapReduce jobs on Hadoop or Amazon Web Services.
  • 🌎 PySpark - Apache Spark Python API.
  • Ray - ⭐ 15814 🍴 2588 - A system for parallel and distributed Python that unifies the machine learning ecosystem.
• Stream Processing
  • faust - ⭐ 5517 🍴 464 - A stream processing library, porting the ideas from Kafka Streams to Python.
  • streamparse - ⭐ 1431 🍴 215 - Run Python code against real-time streams of data via Apache Storm.

Distribution

Libraries to create packaged executables for release distribution.

• dh-virtualenv - ⭐ 1445 🍴 169 - Build and distribute a virtualenv as a Debian package.
• 🌎 Nuitka - Compile scripts, modules, packages to an executable or extension module.
• 🌎 py2app - Freezes Python scripts (Mac OS X).
• 🌎 py2exe - Freezes Python scripts (Windows).
• pyarmor - ⭐ 927 🍴 132 - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
• PyInstaller - ⭐ 8008 🍴 1647 - Converts Python programs into stand-alone executables (cross-platform).
• 🌎 pynsist - A tool to build Windows installers, installers bundle Python itself.
• shiv - ⭐ 1177 🍴 69 - A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included.

Documentation

Libraries for generating project documentation.

• sphinx - ⭐ 3909 🍴 1458 - Python Documentation generator.
  • awesome-sphinxdoc - ⭐ 724 🍴 63
• pdoc - ⭐ 896 🍴 105 - Epydoc replacement to auto generate API documentation for Python libraries.
• pycco - ⭐ 741 🍴 139 - The literate-programming-style documentation generator.

Downloader

Libraries for downloading.

• akshare - ⭐ 3464 🍴 699 - A financial data interface library, built for human beings!
• s3cmd - ⭐ 3604 🍴 811 - A command line tool for managing Amazon S3 and CloudFront.
• s4cmd - ⭐ 1089 🍴 190 - Super S3 command line tool, good for higher performance.
• 🌎 you-get - A YouTube/Youku/Niconico video downloader written in Python 3.
• 🌎 youtube-dl - A small command-line program to download videos from YouTube.

E-commerce

Frameworks and libraries for e-commerce and payments.

• alipay - ⭐ 319 🍴 101 - Unofficial Alipay API for Python.
• Cartridge - ⭐ 630 🍴 288 - A shopping cart app built using the Mezzanine.
• 🌎 django-oscar - An open-source e-commerce framework for Django.
• django-shop - ⭐ 2546 🍴 887 - A Django based shop system.
• forex-python - ⭐ 394 🍴 123 - Foreign exchange rates, Bitcoin price index and currency conversion.
• merchant - ⭐ 965 🍴 176 - A Django app to accept payments from various payment processors.
• money - ⭐ 195 🍴 26 - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange.
• python-currencies - ⭐ 48 🍴 11 - Display money format and its filthy currencies.
• 🌎 saleor - An e-commerce storefront for Django.
• 🌎 shoop - An open source E-Commerce platform based on Django.

Editor Plugins and IDEs

• Emacs
  • elpy - ⭐ 1694 🍴 218 - Emacs Python Development Environment.
• Sublime Text
  • anaconda - ⭐ 2117 🍴 247 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE.
  • SublimeJEDI - ⭐ 912 🍴 107 - A Sublime Text plugin to the awesome auto-complete library Jedi.
• Vim
  • jedi-vim - ⭐ 4747 🍴 373 - Vim bindings for the Jedi auto-completion library for Python.
  • python-mode - ⭐ 5201 🍴 878 - An all in one plugin for turning Vim into a Python IDE.
  • YouCompleteMe - ⭐ 22819 🍴 2651 - Includes Jedi-based completion engine for Python.
• Visual Studio
  • PTVS - ⭐ 2336 🍴 665 - Python Tools for Visual Studio.
• Visual Studio Code
  • 🌎 Python - The official VSCode extension with rich support for Python.
• IDE
  • 🌎 PyCharm - Commercial Python IDE by JetBrains. Has free community edition available.
  • spyder - ⭐ 6254 🍴 1257 - Open Source Python IDE.

Email

Libraries for sending and parsing email.

• Mail Servers
  • modoboa - ⭐ 1805 🍴 263 - A mail hosting and management platform including a modern Web UI.
  • salmon - ⭐ 481 🍴 50 - A Python Mail Server.
• Clients
  • imbox - ⭐ 984 🍴 157 - Python IMAP for Humans.
  • yagmail - ⭐ 2009 🍴 231 - Yet another Gmail/SMTP client.
• Others
  • flanker - ⭐ 1458 🍴 182 - An email address and Mime parsing library.
  • mailer - ⭐ 224 🍴 53 - High-performance extensible mail delivery framework.

Environment Management

Libraries for Python version and virtual environment management.

• pyenv - ⭐ 23269 🍴 2036 - Simple Python version management.
• virtualenv - ⭐ 3865 🍴 891 - A tool to create isolated Python environments.

Files

Libraries for file manipulation and MIME type detection.

• 🌎 mimetypes - (Python standard library) Map filenames to MIME types.
• path.py - ⭐ 954 🍴 127 - A module wrapper for os.path.
• 🌎 pathlib - (Python standard library) An cross-platform, object-oriented path library.
• PyFilesystem2 - ⭐ 1300 🍴 134 - Python's filesystem abstraction layer.
• python-magic - ⭐ 1879 🍴 219 - A Python interface to the libmagic file type identification library.
• Unipath - ⭐ 497 🍴 36 - An object-oriented approach to file/directory operations.
• watchdog - ⭐ 4724 🍴 570 - API and shell utilities to monitor file system events.

Foreign Function Interface

Libraries for providing foreign function interface.

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

Forms

Libraries for working with forms.

• Deform - ⭐ 358 🍴 159 - Python HTML form generation library influenced by the formish form generation library.
• django-bootstrap3 - ⭐ 2252 🍴 691 - Bootstrap 3 integration with Django.
• django-bootstrap4 - ⭐ 900 🍴 217 - Bootstrap 4 integration with Django.
• django-crispy-forms - ⭐ 4195 🍴 680 - A Django app which lets you create beautiful forms in a very elegant and DRY way.
• django-remote-forms - ⭐ 204 🍴 105 - A platform independent Django form serializer.
• WTForms - ⭐ 1231 🍴 345 - A flexible forms validation and rendering library.

Functional Programming

Functional Programming with Python.

• Coconut - ⭐ 3175 🍴 101 - A variant of Python built for simple, elegant, Pythonic functional programming.
• CyToolz - ⭐ 776 🍴 58 - Cython implementation of Toolz: High performance functional utilities.
• fn.py - ⭐ 3099 🍴 189 - Functional programming in Python: implementation of missing features to enjoy FP.
• funcy - ⭐ 2546 🍴 115 - A fancy and practical functional tools.
• more-itertools - ⭐ 1885 🍴 161 - More routines for operating on iterables, beyond itertools.
• returns - ⭐ 1677 🍴 65 - A set of type-safe monads, transformers, and composition utilities.
• Toolz - ⭐ 3516 🍴 220 - A collection of functional utilities for iterators, functions, and dictionaries.

GUI Development

Libraries for working with graphical user interface applications.

• 🌎 curses - Built-in wrapper for ncurses used to create terminal GUI applications.
• Eel - ⭐ 4338 🍴 435 - A library for making simple Electron-like offline HTML/JS GUI apps.
• enaml - ⭐ 1016 🍴 106 - Creating beautiful user-interfaces with Declarative Syntax like QML.
• Flexx - ⭐ 2633 🍴 246 - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering.
• Gooey - ⭐ 11275 🍴 674 - Turn command line programs into a full GUI application with one line.
• 🌎 kivy - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.
• pyglet - ⭐ 791 🍴 150 - A cross-platform windowing and multimedia library for Python.
• 🌎 PyGObject - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3).
• 🌎 PyQt - Python bindings for the Qt cross-platform application and UI framework.
• PySimpleGUI - ⭐ 6181 🍴 1017 - Wrapper for tkinter, Qt, WxPython and Remi.
• pywebview - ⭐ 2352 🍴 320 - A lightweight cross-platform native wrapper around a webview component.
• 🌎 Tkinter - Tkinter is Python's de-facto standard GUI package.
• Toga - ⭐ 2654 🍴 482 - A Python native, OS native GUI toolkit.
• 🌎 urwid - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
• 🌎 wxPython - A blending of the wxWidgets C++ class library with the Python.
• DearPyGui - ⭐ 5079 🍴 234 - A Simple GPU accelerated Python GUI framework

GraphQL

Libraries for working with GraphQL.

• graphene - ⭐ 6542 🍴 697 - GraphQL framework for Python.
• tartiflette-aiohttp - ⭐ 52 🍴 5 - An aiohttp-based wrapper for Tartiflette to expose GraphQL APIs over HTTP.
• tartiflette-asgi - ⭐ 85 🍴 11 - ASGI support for the Tartiflette GraphQL engine.
• 🌎 tartiflette - SDL-first GraphQL engine implementation for Python 3.6+ and asyncio.

Game Development

Awesome game development libraries.

• 🌎 Arcade - Arcade is a modern Python framework for crafting games with compelling graphics and sound.
• 🌎 Cocos2d - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications.
• 🌎 Harfang3D - Python framework for 3D, VR and game development.
• 🌎 Panda3D - 3D game engine developed by Disney.
• 🌎 Pygame - Pygame is a set of Python modules designed for writing games.
• 🌎 PyOgre - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D.
• 🌎 PyOpenGL - Python ctypes bindings for OpenGL and it's related APIs.
• 🌎 PySDL2 - A ctypes based wrapper for the SDL2 library.
• 🌎 RenPy - A Visual Novel engine.

Geolocation

Libraries for geocoding addresses and working with latitudes and longitudes.

• django-countries - ⭐ 977 🍴 215 - A Django app that provides a country field for models and forms.
• 🌎 GeoDjango - A world-class geographic web framework.
• GeoIP - ⭐ 218 🍴 62 - Python API for MaxMind GeoIP Legacy Database.
• geojson - ⭐ 619 🍴 86 - Python bindings and utilities for GeoJSON.
• geopy - ⭐ 3305 🍴 551 - Python Geocoding Toolbox.
• pygeoip - ⭐ 484 🍴 113 - Pure Python GeoIP API.

HTML Manipulation

Libraries for working with HTML and XML.

• 🌎 BeautifulSoup - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
• bleach - ⭐ 2137 🍴 218 - A whitelist-based HTML sanitization and text linkification library.
• 🌎 cssutils - A CSS library for Python.
• html5lib - ⭐ 905 🍴 259 - A standards-compliant library for parsing and serializing HTML documents and fragments.
• 🌎 lxml - A very fast, easy-to-use and versatile library for handling HTML and XML.
• MarkupSafe - ⭐ 384 🍴 98 - Implements a XML/HTML/XHTML Markup safe string for Python.
• pyquery - ⭐ 1996 🍴 166 - A jQuery-like library for parsing HTML.
• untangle - ⭐ 507 🍴 74 - Converts XML documents to Python objects for easy access.
• 🌎 WeasyPrint - A visual rendering engine for HTML and CSS that can export to PDF.
• 🌎 xmldataset - Simple XML Parsing.
• xmltodict - ⭐ 4378 🍴 422 - Working with XML feel like you are working with JSON.

HTTP Clients

Libraries for working with HTTP.

• grequests - ⭐ 3725 🍴 322 - requests + gevent for asynchronous HTTP requests.
• httplib2 - ⭐ 407 🍴 140 - Comprehensive HTTP client library.
• httpx - ⭐ 6818 🍴 441 - A next generation HTTP client for Python.
• requests - ⭐ 45120 🍴 8267 - HTTP Requests for Humans.
• treq - ⭐ 522 🍴 141 - Python requests like API built on top of Twisted's HTTP client.
• urllib3 - ⭐ 2652 🍴 839 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.

Hardware

Libraries for programming with hardware.

• 🌎 ino - Command line toolkit for working with Arduino.
• keyboard - ⭐ 2354 🍴 276 - Hook and simulate global keyboard events on Windows and Linux.
• mouse - ⭐ 449 🍴 69 - Hook and simulate global mouse events on Windows and Linux.
• 🌎 Pingo - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc.
• PyUserInput - ⭐ 966 🍴 243 - A module for cross-platform control of the mouse and keyboard.
• scapy - ⭐ 6232 🍴 1442 - A brilliant packet manipulation library.
• wifi - ⭐ 282 🍴 151 - A Python library and command line tool for working with WiFi on Linux.

Image Processing

Libraries for manipulating images.

• hmap - ⭐ 183 🍴 21 - Image histogram remapping.
• 🌎 imgSeek - A project for searching a collection of images using visual similarity.
• nude.py - ⭐ 795 🍴 131 - Nudity detection.
• pagan - ⭐ 222 🍴 24 - Retro identicon (Avatar) generation based on input string and hash.
• pillow - ⭐ 8495 🍴 1632 - Pillow is the friendly PIL fork.
• python-barcode - ⭐ 250 🍴 76 - Create barcodes in Python with no extra dependencies.
• pygram - ⭐ 100 🍴 12 - Instagram-like image filters.
• 🌎 PyMatting - A library for alpha matting.
• python-qrcode - ⭐ 2486 🍴 443 - A pure Python QR Code generator.
• pywal - ⭐ 5196 🍴 210 - A tool that generates color schemes from images.
• pyvips - ⭐ 316 🍴 26 - A fast image processing library with low memory needs.
• Quads - ⭐ 1004 🍴 119 - Computer art based on quadtrees.
• 🌎 scikit-image - A Python library for (scientific) image processing.
• thumbor - ⭐ 8348 🍴 715 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.
• wand - ⭐ 1081 🍴 185 - Python bindings for MagickWand, C API for ImageMagick.

Implementations

Implementations of Python.

• CLPython - ⭐ 316 🍴 32 - Implementation of the Python programming language written in Common Lisp.
• CPython - ⭐ 37727 🍴 18670 - Default, most widely used implementation of the Python programming language written in C.
• 🌎 Cython - Optimizing Static Compiler for Python.
• Grumpy - ⭐ 10315 🍴 657 - More compiler than interpreter as more powerful CPython2.7 replacement (alpha).
• IronPython - ⭐ 1416 🍴 175 - Implementation of the Python programming language written in C#.
• 🌎 Jython - Implementation of Python programming language written in Java for the JVM.
• MicroPython - ⭐ 12463 🍴 4334 - A lean and efficient Python programming language implementation.
• 🌎 Numba - Python JIT compiler to LLVM aimed at scientific Python.
• PeachPy - ⭐ 1512 🍴 133 - x86-64 assembler embedded in Python.
• Pyjion - ⭐ 1454 🍴 80 - A JIT for Python based upon CoreCLR.
• 🌎 PyPy - A very fast and compliant implementation of the Python language.
• Pyston - ⭐ 4986 🍴 316 - A Python implementation using JIT techniques.
• Stackless Python - ⭐ 704 🍴 47 - An enhanced version of the Python programming language.

Interactive Interpreter

Interactive Python interpreters (REPL).

• bpython - ⭐ 1808 🍴 190 - A fancy interface to the Python interpreter.
• 🌎 Jupyter Notebook (IPython) - A rich toolkit to help you make the most out of using Python interactively.
  • awesome-jupyter - ⭐ 2226 🍴 284
• ptpython - ⭐ 4084 🍴 234 - Advanced Python REPL built on top of the python-prompt-toolkit.

Internationalization

Libraries for working with i18n.

• 🌎 Babel - An internationalization library for Python.
• PyICU - ⭐ 128 🍴 55 - A wrapper of International Components for Unicode C++ library (ICU).

Job Scheduler

Libraries for scheduling jobs.

• 🌎 Airflow - Airflow is a platform to programmatically author, schedule and monitor workflows.
• 🌎 APScheduler - A light but powerful in-process task scheduler that lets you schedule functions.
• django-schedule - ⭐ 792 🍴 287 - A calendaring app for Django.
• 🌎 doit - A task runner and build tool.
• gunnery - ⭐ 731 🍴 77 - Multipurpose task execution tool for distributed systems with web-based interface.
• 🌎 Joblib - A set of tools to provide lightweight pipelining in Python.
• Plan - ⭐ 1135 🍴 95 - Writing crontab file in Python like a charm.
• Prefect - ⭐ 6227 🍴 576 - A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.
• schedule - ⭐ 8561 🍴 781 - Python job scheduling for humans.
• Spiff - ⭐ 969 🍴 230 - A powerful workflow engine implemented in pure Python.
• 🌎 TaskFlow - A Python library that helps to make task execution easy, consistent and reliable.

Logging

Libraries for generating and working with logs.

• 🌎 logbook - Logging replacement for Python.
• 🌎 logging - (Python standard library) Logging facility for Python.
• loguru - ⭐ 8794 🍴 394 - Library which aims to bring enjoyable logging in Python.
• sentry-python - ⭐ 919 🍴 210 - Sentry SDK for Python.
• 🌎 structlog - Structured logging made easy.

Machine Learning

Libraries for Machine Learning. Also see awesome-machine-learning.

• gym - ⭐ 24099 🍴 6911 - A toolkit for developing and comparing reinforcement learning algorithms.
• H2O - ⭐ 5329 🍴 1842 - Open Source Fast Scalable Machine Learning Platform.
• Metrics - ⭐ 1416 🍴 429 - Machine learning evaluation metrics.
• NuPIC - ⭐ 6228 🍴 1579 - Numenta Platform for Intelligent Computing.
• 🌎 scikit-learn - The most popular Python library for Machine Learning.
• 🌎 Spark ML - Apache Spark's scalable Machine Learning library.
• vowpal_porpoise - ⭐ 159 🍴 30 - A lightweight Python wrapper for Vowpal Wabbit.
• xgboost - ⭐ 20950 🍴 7983 - A scalable, portable, and distributed gradient boosting library.
• MindsDB - ⭐ 3711 🍴 440 - 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.

Microsoft Windows

Python programming on Microsoft Windows.

• 🌎 Python(x,y) - Scientific-applications-oriented Python Distribution based on Qt and Spyder.
• 🌎 pythonlibs - Unofficial Windows binaries for Python extension packages.
• PythonNet - ⭐ 2554 🍴 485 - Python Integration with the .NET Common Language Runtime (CLR).
• PyWin32 - ⭐ 3005 🍴 584 - Python Extensions for Windows.
• 🌎 WinPython - Portable development environment for Windows 7/8.

Miscellaneous

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

• blinker - ⭐ 1219 🍴 153 - A fast Python in-process signal/event dispatching system.
• boltons - ⭐ 5446 🍴 297 - A set of pure-Python utilities.
• itsdangerous - ⭐ 2197 🍴 179 - Various helpers to pass trusted data to untrusted environments.
• magenta - ⭐ 16583 🍴 3426 - A tool to generate music and art using artificial intelligence.
• pluginbase - ⭐ 946 🍴 143 - A simple but flexible plugin system for Python.
• 🌎 tryton - A general purpose business framework.

Natural Language Processing

Libraries for working with human languages.

• General
  • gensim - ⭐ 12022 🍴 3977 - Topic Modeling for Humans.
  • langid.py - ⭐ 1780 🍴 276 - Stand-alone language identification system.
  • 🌎 nltk - A leading platform for building Python programs to work with human language data.
  • pattern - ⭐ 7882 🍴 1551 - A web mining module.
  • polyglot - ⭐ 1828 🍴 299 - Natural language pipeline supporting hundreds of languages.
  • pytext - ⭐ 6180 🍴 801 - A natural language modeling framework based on PyTorch.
  • PyTorch-NLP - ⭐ 1909 🍴 228 - A toolkit enabling rapid deep learning NLP prototyping for research.
  • 🌎 spacy - A library for industrial-strength natural language processing in Python and Cython.
  • Stanza - ⭐ 5389 🍴 693 - The Stanford NLP Group's official Python library, supporting 60+ languages.
• Chinese
  • funNLP - ⭐ 30567 🍴 8993 - A collection of tools and datasets for Chinese NLP.
  • jieba - ⭐ 26157 🍴 6228 - The most popular Chinese text segmentation library.
  • pkuseg-python - ⭐ 5396 🍴 860 - A toolkit for Chinese word segmentation in various domains.
  • snownlp - ⭐ 5391 🍴 1276 - A library for processing Chinese text.

Network Virtualization

Tools and libraries for Virtual Networking and SDN (Software Defined Networking).

• mininet - ⭐ 3934 🍴 1489 - A popular network emulator and API written in Python.
• napalm - ⭐ 1670 🍴 473 - Cross-vendor API to manipulate network devices.
• pox - ⭐ 533 🍴 449 - A Python-based SDN control applications, such as OpenFlow SDN controllers.

News Feed

Libraries for building user's activities.

• django-activity-stream - ⭐ 1912 🍴 470 - Generating generic activity streams from the actions on your site.
• Stream Framework - ⭐ 4516 🍴 556 - Building news feed and notification systems using Cassandra and Redis.

ORM

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

• Relational Databases
  • 🌎 Django Models - The Django ORM.
  • 🌎 SQLAlchemy - The Python SQL Toolkit and Object Relational Mapper.
    • awesome-sqlalchemy - ⭐ 2220 🍴 133
  • dataset - ⭐ 4022 🍴 271 - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.
  • orator - ⭐ 1257 🍴 150 - The Orator ORM provides a simple yet beautiful ActiveRecord implementation.
  • orm - ⭐ 1255 🍴 73 - An async ORM.
  • peewee - ⭐ 8346 🍴 1274 - A small, expressive ORM.
  • pony - ⭐ 2557 🍴 200 - ORM that provides a generator-oriented interface to SQL.
  • pydal - ⭐ 362 🍴 119 - A pure Python Database Abstraction Layer.
• NoSQL Databases
  • hot-redis - ⭐ 270 🍴 28 - Rich Python data types for Redis.
  • mongoengine - ⭐ 3466 🍴 1144 - A Python Object-Document-Mapper for working with MongoDB.
  • PynamoDB - ⭐ 1557 🍴 356 - A Pythonic interface for Amazon DynamoDB.
  • redisco - ⭐ 432 🍴 84 - A Python Library for Simple Models and Containers Persisted in Redis.

Package Management

Libraries for package and dependency management.

• 🌎 pip - The package installer for Python.
  • pip-tools - ⭐ 4933 🍴 432 - A set of tools to keep your pinned Python dependencies fresh.
  • 🌎 PyPI
• conda - ⭐ 4118 🍴 1023 - Cross-platform, Python-agnostic binary package manager.
• poetry - ⭐ 14913 🍴 1200 - Python dependency management and packaging made easy.

Package Repositories

Local PyPI repository server and proxies.

• bandersnatch - ⭐ 230 🍴 100 - PyPI mirroring tool provided by Python Packaging Authority (PyPA).
• devpi - ⭐ 453 🍴 84 - PyPI server and packaging/testing/release tool.
• localshop - ⭐ 371 🍴 114 - Local PyPI server (custom packages and auto-mirroring of pypi).
• warehouse - ⭐ 2647 🍴 785 - Next generation Python Package Repository (PyPI).

Penetration Testing

Frameworks and tools for penetration testing.

• fsociety - ⭐ 6654 🍴 1542 - A Penetration testing framework.
• setoolkit - ⭐ 6441 🍴 1988 - A toolkit for social engineering.
• sqlmap - ⭐ 20009 🍴 4288 - Automatic SQL injection and database takeover tool.

Permissions

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

• django-guardian - ⭐ 2938 🍴 512 - Implementation of per object permissions for Django 1.2+
• django-rules - ⭐ 1288 🍴 102 - A tiny but powerful app providing object-level permissions to Django, without requiring a database.

Processes

Libraries for starting and communicating with OS processes.

• delegator.py - ⭐ 1547 🍴 81 - Subprocesses for Humans 2.0.
• 🌎 sarge - Yet another wrapper for subprocess.
• sh - ⭐ 5704 🍴 440 - A full-fledged subprocess replacement for Python.

Recommender Systems

Libraries for building recommender systems.

• annoy - ⭐ 8442 🍴 914 - Approximate Nearest Neighbors in C++/Python optimized for memory usage.
• fastFM - ⭐ 919 🍴 196 - A library for Factorization Machines.
• implicit - ⭐ 2341 🍴 489 - A fast Python implementation of collaborative filtering for implicit datasets.
• libffm - ⭐ 1497 🍴 462 - A library for Field-aware Factorization Machine (FFM).
• lightfm - ⭐ 3593 🍴 591 - A Python implementation of a number of popular recommendation algorithms.
• spotlight - ⭐ 2481 🍴 380 - Deep recommender models using PyTorch.
• Surprise - ⭐ 4832 🍴 872 - A scikit for building and analyzing recommender systems.
• tensorrec - ⭐ 1142 🍴 214 - A Recommendation Engine Framework in TensorFlow.

Refactoring

Refactoring tools and libraries for Python

• 🌎 Bicycle Repair Man - Bicycle Repair Man, a refactoring tool for Python.
• 🌎 Bowler - Safe code refactoring for modern Python.
• Rope - ⭐ 1125 🍴 142 - Rope is a python refactoring library.

RESTful API

Libraries for building RESTful APIs.

• Django
  • 🌎 django-rest-framework - A powerful and flexible toolkit to build web APIs.
  • 🌎 django-tastypie - Creating delicious APIs for Django apps.
• Flask
  • eve - ⭐ 6331 🍴 735 - REST API framework powered by Flask, MongoDB and good intentions.
  • flask-api - ⭐ 1234 🍴 152 - Browsable Web APIs for Flask.
  • flask-restful - ⭐ 6022 🍴 939 - Quickly building REST APIs for Flask.
• Pyramid
  • cornice - ⭐ 365 🍴 151 - A RESTful framework for Pyramid.
• Framework agnostic
  • apistar - ⭐ 5561 🍴 436 - A smart Web API framework, designed for Python 3.
  • falcon - ⭐ 8368 🍴 819 - A high-performance framework for building cloud APIs and web app backends.
  • fastapi - ⭐ 30591 🍴 2122 - A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints.
  • hug - ⭐ 6488 🍴 372 - A Python 3 framework for cleanly exposing APIs.
  • sandman2 - ⭐ 1671 🍴 180 - Automated REST APIs for existing database-driven systems.
  • sanic - ⭐ 14911 🍴 1346 - A Python 3.6+ web server and web framework that's written to go fast.
  • 🌎 vibora - Fast, efficient and asynchronous Web framework inspired by Flask.

Robotics

Libraries for robotics.

• PythonRobotics - ⭐ 12215 🍴 3928 - This is a compilation of various robotics algorithms with visualizations.
• 🌎 rospy - This is a library for ROS (Robot Operating System).

RPC Servers

RPC-compatible servers.

• RPyC (Remote Python Call) - ⭐ 997 🍴 201 - A transparent and symmetric RPC library for Python
• zeroRPC - ⭐ 2784 🍴 358 - zerorpc is a flexible RPC implementation based on ZeroMQ and MessagePack.

Science

Libraries for scientific computing. Also see Python-for-Scientists.

• 🌎 astropy - A community Python library for Astronomy.
• bcbio-nextgen - ⭐ 814 🍴 337 - Providing best-practice pipelines for fully automated high throughput sequencing analysis.
• bccb - ⭐ 501 🍴 219 - Collection of useful code related to biological analysis.
• 🌎 Biopython - Biopython is a set of freely available tools for biological computation.
• 🌎 cclib - A library for parsing and interpreting the results of computational chemistry packages.
• 🌎 Colour - Implementing a comprehensive number of colour theory transformations and algorithms.
• Karate Club - ⭐ 1243 🍴 149 - Unsupervised machine learning toolbox for graph structured data.
• 🌎 NetworkX - A high-productivity software for complex networks.
• 🌎 NIPY - A collection of neuroimaging toolkits.
• 🌎 NumPy - A fundamental package for scientific computing with Python.
• ObsPy - A Python toolbox for seismology.
• 🌎 Open Babel - A chemical toolbox designed to speak the many languages of chemical data.
• 🌎 PyDy - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.
• PyMC - ⭐ 5721 🍴 1383 - Markov Chain Monte Carlo sampling toolkit.
• 🌎 QuTiP - Quantum Toolbox in Python.
• 🌎 RDKit - Cheminformatics and Machine Learning Software.
• 🌎 SciPy - A Python-based ecosystem of open-source software for mathematics, science, and engineering.
• 🌎 SimPy - A process-based discrete-event simulation framework.
• statsmodels - ⭐ 6279 🍴 2229 - Statistical modeling and econometrics in Python.
• SymPy - ⭐ 8054 🍴 3392 - A Python library for symbolic mathematics.
• Zipline - ⭐ 13827 🍴 3997 - A Pythonic algorithmic trading library.

Search

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

• django-haystack - ⭐ 3169 🍴 1249 - Modular search for Django.
• elasticsearch-dsl-py - ⭐ 3212 🍴 681 - The official high-level Python client for Elasticsearch.
• 🌎 elasticsearch-py - The official low-level Python client for Elasticsearch.
• pysolr - ⭐ 587 🍴 314 - A lightweight Python wrapper for Apache Solr.
• 🌎 whoosh - A fast, pure Python search engine library.

Serialization

Libraries for serializing complex data types

• marshmallow - ⭐ 5482 🍴 564 - A lightweight library for converting complex objects to and from simple Python datatypes.
• pysimdjson - ⭐ 446 🍴 31 - A Python bindings for simdjson.
• python-rapidjson - ⭐ 418 🍴 36 - A Python wrapper around RapidJSON.
• ultrajson - ⭐ 3226 🍴 325 - A fast JSON decoder and encoder written in C with Python bindings.

Serverless Frameworks

Frameworks for developing serverless Python code.

• python-lambda - ⭐ 1278 🍴 213 - A toolkit for developing and deploying Python code in AWS Lambda.
• Zappa - ⭐ 11782 🍴 1262 - A tool for deploying WSGI applications on AWS Lambda and API Gateway.

Shell

Shells based on Python.

• xonsh - ⭐ 4674 🍴 481 - A Python-powered, cross-platform, Unix-gazing shell language and command prompt.

Specific Formats Processing

Libraries for parsing and manipulating specific text formats.

• General
  • tablib - ⭐ 3920 🍴 565 - A module for Tabular Datasets in XLS, CSV, JSON, YAML.
• Office
  • docxtpl - ⭐ 991 🍴 247 - Editing a docx document by jinja2 template
  • 🌎 openpyxl - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
  • pyexcel - ⭐ 916 🍴 140 - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.
  • python-docx - ⭐ 2606 🍴 734 - Reads, queries and modifies Microsoft Word 2007/2008 docx files.
  • python-pptx - ⭐ 1277 🍴 325 - Python library for creating and updating PowerPoint (.pptx) files.
  • unoconv - ⭐ 2109 🍴 395 - Convert between any document format supported by LibreOffice/OpenOffice.
  • XlsxWriter - ⭐ 2532 🍴 521 - A Python module for creating Excel .xlsx files.
  • xlwings - ⭐ 1989 🍴 358 - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.
  • xlwt / xlrd - ⭐ 976 🍴 280 - Writing and reading data and formatting information from Excel files.
• PDF
  • PDFMiner - ⭐ 4568 🍴 1052 - A tool for extracting information from PDF documents.
  • PyPDF2 - ⭐ 3631 🍴 937 - A library capable of splitting, merging and transforming PDF pages.
  • 🌎 ReportLab - Allowing Rapid creation of rich PDF documents.
• Markdown
  • Mistune - ⭐ 1941 🍴 197 - Fastest and full featured pure Python parsers of Markdown.
  • Python-Markdown - ⭐ 2497 🍴 620 - A Python implementation of John Gruber’s Markdown.
• YAML
  • 🌎 PyYAML - YAML implementations for Python.
• CSV
  • csvkit - ⭐ 4571 🍴 548 - Utilities for converting to and working with CSV.
• Archive
  • unp - ⭐ 383 🍴 60 - A command line tool that can unpack archives easily.

Static Site Generator

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

• lektor - ⭐ 3430 🍴 276 - An easy to use static CMS and blog engine.
• mkdocs - ⭐ 12066 🍴 1734 - Markdown friendly documentation generator.
• makesite - ⭐ 1528 🍴 241 - Simple, lightweight, and magic-free static site/blog generator (< 130 lines).
• nikola - ⭐ 2117 🍴 417 - A static website and blog generator.
• pelican - ⭐ 10371 🍴 1708 - Static site generator that supports Markdown and reST syntax.

Tagging

Libraries for tagging items.

• django-taggit - ⭐ 2624 🍴 558 - Simple tagging for Django.

Task Queues

Libraries for working with task queues.

• 🌎 celery - An asynchronous task queue/job queue based on distributed message passing.
• daramatiq - ⭐ 2561 🍴 181 - A fast and reliable background task processing library for Python 3.
• huey - ⭐ 3489 🍴 305 - Little multi-threaded task queue.
• mrq - ⭐ 839 🍴 114 - A distributed worker task queue in Python using Redis & gevent.
• rq - ⭐ 7678 🍴 1228 - Simple job queues for Python.

Template Engine

Libraries and tools for templating and lexing.

• 🌎 Genshi - Python templating toolkit for generation of web-aware output.
• Jinja2 - ⭐ 7734 🍴 1392 - A modern and designer friendly templating language.
• 🌎 Mako - Hyperfast and lightweight templating for the Python platform.

Testing

Libraries for testing codebases and generating test data.

• Testing Frameworks
  • hypothesis - ⭐ 5132 🍴 460 - Hypothesis is an advanced Quickcheck style property based testing library.
  • nose2 - ⭐ 678 🍴 133 - The successor to nose, based on `unittest2.
  • 🌎 pytest - A mature full-featured Python testing tool.
  • Robot Framework - ⭐ 5839 🍴 1665 - A generic test automation framework.
  • 🌎 unittest - (Python standard library) Unit testing framework.
• Test Runners
  • green - ⭐ 696 🍴 74 - A clean, colorful test runner.
  • 🌎 mamba - The definitive testing tool for Python. Born under the banner of BDD.
  • 🌎 tox - Auto builds and tests distributions in multiple Python versions
• GUI / Web Testing
  • locust - ⭐ 15975 🍴 2117 - Scalable user load testing tool written in Python.
  • PyAutoGUI - ⭐ 5040 🍴 703 - PyAutoGUI is a cross-platform GUI automation Python module for human beings.
  • Schemathesis - ⭐ 832 🍴 65 - A tool for automatic property-based testing of web applications built with Open API / Swagger specifications.
  • 🌎 Selenium - Python bindings for Selenium WebDriver.
  • sixpack - ⭐ 1687 🍴 182 - A language-agnostic A/B Testing framework.
  • splinter - ⭐ 2386 🍴 490 - Open source tool for testing web applications.
• Mock
  • 🌎 doublex - Powerful test doubles framework for Python.
  • freezegun - ⭐ 2860 🍴 198 - Travel through time by mocking the datetime module.
  • httmock - ⭐ 425 🍴 52 - A mocking library for requests for Python 2.6+ and 3.2+.
  • httpretty - ⭐ 1870 🍴 245 - HTTP request mock tool for Python.
  • 🌎 mock - (Python standard library) A mocking and patching library.
  • mocket - ⭐ 211 🍴 34 - A socket mock framework with gevent/asyncio/SSL support.
  • responses - ⭐ 3196 🍴 266 - A utility library for mocking out the requests Python library.
  • VCR.py - ⭐ 1980 🍴 276 - Record and replay HTTP interactions on your tests.
• Object Factories
  • factory_boy - ⭐ 2484 🍴 317 - A test fixtures replacement for Python.
  • mixer - ⭐ 751 🍴 88 - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc.
  • model_mommy - ⭐ 929 🍴 157 - Creating random fixtures for testing in Django.
• Code Coverage
  • 🌎 coverage - Code coverage measurement.
• Fake Data
  • fake2db - ⭐ 2063 🍴 116 - Fake database generator.
  • faker - ⭐ 12470 🍴 1415 - A Python package that generates fake data.
  • mimesis - ⭐ 3288 🍴 273 - is a Python library that help you generate fake data.
  • 🌎 radar - Generate random datetime / time.

Text Processing

Libraries for parsing and manipulating plain texts.

• General
  • chardet - ⭐ 1502 🍴 204 - Python 2/3 compatible character encoding detector.
  • 🌎 difflib - (Python standard library) Helpers for computing deltas.
  • ftfy - ⭐ 2950 🍴 102 - Makes Unicode text less broken and more consistent automagically.
  • fuzzywuzzy - ⭐ 8049 🍴 835 - Fuzzy String Matching.
  • Levenshtein - ⭐ 973 🍴 130 - Fast computation of Levenshtein distance and string similarity.
  • pangu.py - ⭐ 166 🍴 22 - Paranoid text spacing.
  • pyfiglet - ⭐ 806 🍴 88 - An implementation of figlet written in Python.
  • pypinyin - ⭐ 3220 🍴 495 - Convert Chinese hanzi (漢字) to pinyin (拼音).
  • textdistance - ⭐ 1962 🍴 167 - Compute distance between sequences with 30+ algorithms.
  • 🌎 unidecode - ASCII transliterations of Unicode text.
• Slugify
  • awesome-slugify - ⭐ 460 🍴 42 - A Python slugify library that can preserve unicode.
  • python-slugify - ⭐ 1027 🍴 83 - A Python slugify library that translates unicode to ASCII.
  • unicode-slugify - ⭐ 293 🍴 52 - A slugifier that generates unicode slugs with Django as a dependency.
• Unique identifiers
  • hashids - ⭐ 1200 🍴 87 - Implementation of hashids in Python.
  • shortuuid - ⭐ 1458 🍴 92 - A generator library for concise, unambiguous and URL-safe UUIDs.
• Parser
  • ply - ⭐ 1906 🍴 320 - Implementation of lex and yacc parsing tools for Python.
  • 🌎 pygments - A generic syntax highlighter.
  • pyparsing - ⭐ 1101 🍴 167 - A general purpose framework for generating parsers.
  • python-nameparser - ⭐ 471 🍴 78 - Parsing human names into their individual components.
  • python-phonenumbers - ⭐ 2700 🍴 339 - Parsing, formatting, storing and validating international phone numbers.
  • python-user-agents - ⭐ 1147 🍴 187 - Browser user agent parser.
  • sqlparse - ⭐ 2414 🍴 497 - A non-validating SQL parser.

Third-party APIs

Libraries for accessing third party services APIs. Also see List of Python API Wrappers and Libraries.

• 🌎 apache-libcloud - One Python library for all clouds.
• boto3 - ⭐ 6332 🍴 1352 - Python interface to Amazon Web Services.
• django-wordpress - ⭐ 320 🍴 87 - WordPress models and views for Django.
• facebook-sdk - ⭐ 2600 🍴 946 - Facebook Platform Python SDK.
• google-api-python-client - ⭐ 4693 🍴 1911 - Google APIs Client Library for Python.
• gspread - ⭐ 5323 🍴 807 - Google Spreadsheets Python API.
• twython - ⭐ 1777 🍴 396 - A Python wrapper for the Twitter API.

URL Manipulation

Libraries for parsing URLs.

• furl - ⭐ 2025 🍴 126 - A small Python library that makes parsing and manipulating URLs easy.
• purl - ⭐ 251 🍴 34 - A simple, immutable URL class with a clean API for interrogation and manipulation.
• pyshorteners - ⭐ 294 🍴 52 - A pure Python URL shortening lib.
• webargs - ⭐ 1168 🍴 143 - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks.

Video

Libraries for manipulating video and GIFs.

• 🌎 moviepy - A module for script-based movie editing with many formats, including animated GIFs.
• scikit-video - ⭐ 103 🍴 23 - Video processing routines for SciPy.
• vidgear - ⭐ 1750 🍴 123 - Most Powerful multi-threaded Video Processing framework.

Web Asset Management

Tools for managing, compressing and minifying website assets.

• django-compressor - ⭐ 2450 🍴 565 - Compresses linked and inline JavaScript or CSS into a single cached file.
• django-pipeline - ⭐ 1391 🍴 364 - An asset packaging library for Django.
• django-storages - ⭐ 1893 🍴 701 - A collection of custom storage back ends for Django.
• 🌎 fanstatic - Packages, optimizes, and serves static file dependencies as Python packages.
• 🌎 fileconveyor - A daemon to detect and sync files to CDNs, S3 and FTP.
• flask-assets - ⭐ 410 🍴 88 - Helps you integrate webassets into your Flask app.
• webassets - ⭐ 894 🍴 257 - Bundles, optimizes, and manages unique cache-busting URLs for static resources.

Web Content Extracting

Libraries for extracting web contents.

• html2text - ⭐ 1090 🍴 190 - Convert HTML to Markdown-formatted text.
• lassie - ⭐ 524 🍴 42 - Web Content Retrieval for Humans.
• micawber - ⭐ 536 🍴 83 - A small library for extracting rich content from URLs.
• newspaper - ⭐ 10966 🍴 1820 - News extraction, article extraction and content curation in Python.
• python-readability - ⭐ 1968 🍴 323 - Fast Python port of arc90's readability tool.
• requests-html - ⭐ 11842 🍴 809 - Pythonic HTML Parsing for Humans.
• sumy - ⭐ 2569 🍴 455 - A module for automatic summarization of text documents and HTML pages.
• textract - ⭐ 2996 🍴 438 - Extract text from any document, Word, PowerPoint, PDFs, etc.
• toapi - ⭐ 3133 🍴 229 - Every web site provides APIs.

Web Crawling

Libraries to automate web scraping.

• cola - ⭐ 1397 🍴 544 - A distributed crawling framework.
• 🌎 feedparser - Universal feed parser.
• grab - ⭐ 2085 🍴 262 - Site scraping framework.
• MechanicalSoup - ⭐ 3740 🍴 350 - A Python library for automating interaction with websites.
• portia - ⭐ 8172 🍴 1327 - Visual scraping for Scrapy.
• pyspider - ⭐ 14960 🍴 3578 - A powerful spider system.
• robobrowser - ⭐ 3545 🍴 336 - A simple, Pythonic library for browsing the web without a standalone web browser.
• 🌎 scrapy - A fast high-level screen scraping and web crawling framework.

Web Frameworks

Traditional full stack web frameworks. Also see RESTful API.

• Synchronous
  • 🌎 Django - The most popular web framework in Python.
    • awesome-django - ⭐ 625 🍴 121
    • awesome-django - ⭐ 3873 🍴 674
  • 🌎 Flask - A microframework for Python.
    • awesome-flask - ⭐ 9828 🍴 1433
  • 🌎 Pyramid - A small, fast, down-to-earth, open source Python web framework.
    • awesome-pyramid - ⭐ 505 🍴 55
  • Masonite - ⭐ 1574 🍴 98 - The modern and developer centric Python web framework.
• Asynchronous
  • 🌎 Tornado - A web framework and asynchronous networking library.

WebSocket

Libraries for working with WebSocket.

• autobahn-python - ⭐ 2269 🍴 627 - WebSocket & WAMP for Python on Twisted and asyncio.
• channels - ⭐ 4874 🍴 666 - Developer-friendly asynchrony for Django.
• websockets - ⭐ 3312 🍴 371 - A library for building WebSocket servers and clients with a focus on correctness and simplicity.

WSGI Servers

WSGI-compatible web servers.

• bjoern - ⭐ 2563 🍴 184 - Asynchronous, very fast and written in C.
• gunicorn - ⭐ 7622 🍴 1424 - Pre-forked, partly written in C.
• 🌎 uWSGI - A project aims at developing a full stack for building hosting services, written in C.
• waitress - ⭐ 925 🍴 130 - Multi-threaded, powers Pyramid.
• werkzeug - ⭐ 5705 🍴 1528 - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.

Resources

Where to discover learning resources or new Python libraries.

Books

• Fluent Python

Websites

• Tutorials
  • 🌎 Full Stack Python
  • 🌎 Python Cheatsheet
  • 🌎 Real Python
  • 🌎 The Hitchhiker’s Guide to Python
  • Ultimate Python study guide - ⭐ 2902 🍴 278
• Libraries
  • 🌎 Awesome Python @LibHunt
• Others
  • 🌎 Python ZEEF
  • 🌎 Pythonic News
  • What the f*ck Python! - ⭐ 26556 🍴 2208

Newsletters

• 🌎 Awesome Python Newsletter
• 🌎 Pycoder's Weekly
• 🌎 Python Tricks
• 🌎 Python Weekly

Podcasts

• 🌎 Django Chat
• 🌎 Podcast.__init__
• 🌎 Python Bytes
• 🌎 Running in Production
• 🌎 Talk Python To Me
• 🌎 Test and Code
• 🌎 The Real Python Podcast

Contributing

Your contributions are always welcome!

If you find out any repo has been outdate or its link has not valid anymore, please open a pull request. I will merge it soon.

If you want to add a new repo, please go to awesome-python and create a pull request first.