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
  • Permissions
  • Processes
  • Recommender Systems
  • Refactoring
  • RESTful API
  • Robotics
  • RPC Servers
  • Science
  • Search
  • Serialization
  • Serverless Frameworks
  • 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
  • Websites
  • Newsletters
  • Podcasts
• Contributing

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Admin Panels

Libraries for administrative interfaces.

• :octocat: ajenti - ⭐ 6054 🍴 740 - The admin panel your servers deserve.
• 🌎 django-grappelli - A jazzy skin for the Django Admin-Interface.
• :octocat: django-jet - ⭐ 2777 🍴 602 - Modern responsive template for the Django admin interface with improved functionality.
• 🌎 django-suit - Alternative Django Admin-Interface (free only for Non-commercial use).
• :octocat: django-xadmin - ⭐ 4409 🍴 1364 - Drop-in replacement of Django admin comes with lots of goodies.
• :octocat: jet-bridge - ⭐ 733 🍴 65 - Admin panel framework for any application with nice UI (ex Jet Django)
• :octocat: flask-admin - ⭐ 4305 🍴 1230 - Simple and extensible administrative interface framework for Flask.
• :octocat: flower - ⭐ 4319 🍴 755 - Real-time monitor and web admin for Celery.
• :octocat: wooey - ⭐ 1452 🍴 163 - A Django app which creates automatic web UIs for Python scripts.

Algorithms and Design Patterns

Python implementation of data structures, algorithms and design patterns.

• Algorithms
  • :octocat: TheAlgorithms - ⭐ 78815 🍴 23668 - All Algorithms implemented in Python.
  • :octocat: algorithms - ⭐ 17504 🍴 3536 - Minimal examples of data structures and algorithms.
  • :octocat: python-ds - ⭐ 986 🍴 328 - A collection of data structure and algorithms for coding interviews.
  • :octocat: sortedcontainers - ⭐ 1775 🍴 113 - Fast and pure-Python implementation of sorted collections.
• Design Patterns
  • :octocat: PyPattyrn - ⭐ 1005 🍴 95 - A simple yet effective library for implementing common design patterns.
  • :octocat: python-patterns - ⭐ 25123 🍴 5313 - A collection of design patterns in Python.
  • :octocat: transitions - ⭐ 3045 🍴 380 - A lightweight, object-oriented finite state machine implementation.

ASGI Servers

ASGI-compatible web servers.

• :octocat: uvicorn - ⭐ 2757 🍴 198 - A lightning-fast ASGI server implementation, using uvloop and httptools.
• :octocat: daphne - ⭐ 1299 🍴 167 - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP.

Asynchronous Programming

• 🌎 asyncio - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
  • awesome-asyncio
• :octocat: uvloop - ⭐ 6996 🍴 408 - Ultra fast asyncio event loop.
• 🌎 Twisted - An event-driven networking engine.

Audio

Libraries for manipulating audio and its metadata.

• Audio
  • :octocat: audioread - ⭐ 332 🍴 78 - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.
  • :octocat: dejavu - ⭐ 5030 🍴 1172 - Audio fingerprinting and recognition.
  • :octocat: matchering - ⭐ 217 🍴 39 - A library for automated reference audio mastering.
  • 🌎 mingus - An advanced music theory and notation package with MIDI file and playback support.
  • :octocat: pyAudioAnalysis - ⭐ 3260 🍴 882 - Audio feature extraction, classification, segmentation and applications.
  • :octocat: pydub - ⭐ 4554 🍴 632 - Manipulate audio with a simple and easy high level interface.
  • :octocat: TimeSide - ⭐ 289 🍴 49 - Open web audio processing framework.
• Metadata
  • :octocat: beets - ⭐ 9446 🍴 1594 - A music library manager and MusicBrainz tagger.
  • :octocat: eyeD3 - ⭐ 235 🍴 37 - A tool for working with audio files, specifically MP3 files containing ID3 metadata.
  • :octocat: mutagen - ⭐ 627 🍴 91 - A Python module to handle audio metadata.
  • :octocat: tinytag - ⭐ 396 🍴 77 - A library for reading music meta data of MP3, OGG, FLAC and Wave files.

Authentication

Libraries for implementing authentications schemes.

• OAuth
  • :octocat: authlib - ⭐ 1904 🍴 192 - JavaScript Object Signing and Encryption draft implementation.
  • :octocat: django-allauth - ⭐ 5623 🍴 1990 - Authentication app for Django that "just works."
  • :octocat: django-oauth-toolkit - ⭐ 1961 🍴 557 - OAuth 2 goodies for Django.
  • :octocat: oauthlib - ⭐ 2055 🍴 414 - A generic and thorough implementation of the OAuth request-signing logic.
  • :octocat: python-oauth2 - ⭐ 2919 🍴 1041 - A fully tested, abstract interface to creating OAuth clients and servers.
  • :octocat: python-social-auth - ⭐ 2790 🍴 1141 - An easy-to-setup social authentication mechanism.
• JWT
  • :octocat: pyjwt - ⭐ 3329 🍴 429 - JSON Web Token implementation in Python.
  • :octocat: python-jose - ⭐ 635 🍴 126 - A JOSE implementation in Python.
  • :octocat: python-jwt - ⭐ 171 🍴 23 - 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.
• :octocat: PlatformIO - ⭐ 4183 🍴 536 - A console tool to build code with different development platforms.
• :octocat: pybuilder - ⭐ 1220 🍴 220 - A continuous build tool written in pure Python.
• 🌎 SCons - A software construction tool.

Built-in Classes Enhancement

Libraries for enhancing Python built-in classes.

• 🌎 dataclasses - (Python standard library) Data classes.
• :octocat: attrs - ⭐ 3124 🍴 220 - Replacement for __init__, __eq__, __repr__, etc. boilerplate in class definitions.
• :octocat: bidict - ⭐ 611 🍴 34 - Efficient, Pythonic bidirectional map data structures and related functionality..
• :octocat: Box - ⭐ 1477 🍴 60 - Python dictionaries with advanced dot notation access.
• :octocat: DottedDict - ⭐ 100 🍴 12 - A library that provides a method of accessing lists and dicts with a dotted path notation.

CMS

Content Management Systems.

• 🌎 wagtail - A Django content management system.
• 🌎 django-cms - An Open source enterprise CMS based on the Django.
• :octocat: feincms - ⭐ 776 🍴 223 - One of the most advanced Content Management Systems built on Django.
• :octocat: indico - ⭐ 1052 🍴 241 - A feature-rich event management system, made @ CERN.
• :octocat: Kotti - ⭐ 352 🍴 114 - A high-level, Pythonic web application framework built on Pyramid.
• :octocat: mezzanine - ⭐ 4095 🍴 1478 - A powerful, consistent, and flexible content management platform.
• 🌎 plone - A CMS built on top of the open source application server Zope.
• :octocat: quokka - ⭐ 2192 🍴 465 - Flexible, extensible, small CMS powered by Flask and MongoDB.

Caching

Libraries for caching data.

• :octocat: beaker - ⭐ 444 🍴 127 - A WSGI middleware for sessions and caching.
• :octocat: django-cache-machine - ⭐ 788 🍴 154 - Automatic caching and invalidation for Django models.
• :octocat: django-cacheops - ⭐ 1260 🍴 161 - 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.
• :octocat: pylibmc - ⭐ 433 🍴 120 - 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.

• :octocat: errbot - ⭐ 2266 🍴 501 - 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
  • :octocat: coala - ⭐ 3025 🍴 1350 - Language independent and easily extendable code analysis application.
  • :octocat: code2flow - ⭐ 744 🍴 125 - Turn your Python and JavaScript code into DOT flowcharts.
  • :octocat: prospector - ⭐ 1270 🍴 111 - A tool to analyse Python code.
  • :octocat: pycallgraph - ⭐ 1442 🍴 247 - A library that visualises the flow (call graph) of your Python application.
  • :octocat: vulture - ⭐ 962 🍴 52 - A tool for finding and analysing dead Python code.
• Code Linters
  • 🌎 flake8 - A wrapper around pycodestyle, pyflakes and McCabe.
    • :octocat: awesome-flake8-extensions - ⭐ 345 🍴 15
  • 🌎 pylint - A fully customizable source code analyzer.
  • :octocat: pylama - ⭐ 707 🍴 72 - A code audit tool for Python and JavaScript.
  • :octocat: wemake-python-styleguide - ⭐ 1051 🍴 207 - The strictest and most opinionated python linter ever.
• Code Formatters
  • :octocat: black - ⭐ 16643 🍴 1007 - The uncompromising Python code formatter.
  • :octocat: yapf - ⭐ 10801 🍴 730 - Yet another Python code formatter from Google.
• Static Type Checkers, also see awesome-python-typing
  • 🌎 mypy - Check variable types during compile time.
  • :octocat: typeshed - ⭐ 1735 🍴 871 - Collection of library stubs for Python, with static types.
  • :octocat: pyre-check - ⭐ 3439 🍴 195 - Performant type checking.
• Static Type Annotations Generators
  • :octocat: MonkeyType - ⭐ 3020 🍴 112 - A system for Python that generates static type annotations by collecting runtime types

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.
  • :octocat: python-fire - ⭐ 17294 🍴 1061 - A library for creating command line interfaces from absolutely any Python object.
  • :octocat: python-prompt-toolkit - ⭐ 6375 🍴 485 - A library for building powerful interactive command lines.
• Terminal Rendering
  • :octocat: asciimatics - ⭐ 1895 🍴 158 - A package to create full-screen text UIs (from interactive forms to ASCII animations).
  • :octocat: bashplotlib - ⭐ 1426 🍴 115 - Making basic plots in the terminal.
  • 🌎 colorama - Cross-platform colored terminal text.
  • :octocat: rich - ⭐ 9424 🍴 223 - Python library for rich text and beautiful formatting in the terminal. Also provides a great RichHandler log handler.
  • :octocat: tqdm - ⭐ 15046 🍴 779 - Fast, extensible progress bar for loops and CLI.
  • :octocat: alive-progress - ⭐ 659 🍴 21 - A new kind of Progress Bar, with real-time throughput, eta and very cool animations.

Command-line Tools

Useful CLI-based tools for productivity.

• Productivity Tools
  • :octocat: cookiecutter - ⭐ 12358 🍴 1312 - A command-line utility that creates projects from cookiecutters (project templates).
  • :octocat: doitlive - ⭐ 2782 🍴 87 - A tool for live presentations in the terminal.
  • :octocat: howdoi - ⭐ 8215 🍴 750 - Instant coding answers via the command line.
  • :octocat: Invoke - ⭐ 2912 🍴 260 - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.
  • :octocat: PathPicker - ⭐ 4419 🍴 270 - Select files out of bash output.
  • :octocat: percol - ⭐ 2927 🍴 147 - Adds flavor of interactive selection to the traditional pipe concept on UNIX.
  • :octocat: thefuck - ⭐ 54129 🍴 2715 - Correcting your previous console command.
  • :octocat: tmuxp - ⭐ 2793 🍴 181 - A tmux session manager.
  • :octocat: try - ⭐ 552 🍴 29 - A dead simple CLI to try out python packages - it's never been easier.
• CLI Enhancements
  • :octocat: httpie - ⭐ 47362 🍴 3055 - A command line HTTP client, a user-friendly cURL replacement.
  • :octocat: kube-shell - ⭐ 1628 🍴 131 - An integrated shell for working with the Kubernetes CLI.
  • :octocat: mycli - ⭐ 8765 🍴 533 - MySQL CLI with autocompletion and syntax highlighting.
  • :octocat: pgcli - ⭐ 8796 🍴 404 - PostgreSQL CLI with autocompletion and syntax highlighting.
  • :octocat: iredis - ⭐ 1109 🍴 40 - Redis CLI with autocompletion and syntax highlighting.
  • :octocat: litecli - ⭐ 1157 🍴 33 - SQLite CLI with autocompletion and syntax highlighting.
  • :octocat: saws - ⭐ 4523 🍴 245 - 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.
• :octocat: python-modernize - ⭐ 541 🍴 67 - Modernizes Python code for eventual Python 3 migration.
• 🌎 six - Python 2 and 3 compatibility utilities.

Computer Vision

Libraries for Computer Vision.

• :octocat: Kornia - ⭐ 2578 🍴 267 - Open Source Differentiable Computer Vision Library for PyTorch.
• 🌎 OpenCV - Open Source Computer Vision Library.
• :octocat: pytesseract - ⭐ 2996 🍴 458 - Another wrapper for Google Tesseract OCR.
• :octocat: tesserocr - ⭐ 1264 🍴 177 - A simple, Pillow-friendly, wrapper around the tesseract-ocr API for OCR.
• :octocat: SimpleCV - ⭐ 2423 🍴 761 - An open source framework for building computer vision applications.

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.
• 🌎 multiprocessing - (Python standard library) Process-based parallelism.
• 🌎 eventlet - Asynchronous framework with WSGI support.
• :octocat: gevent - ⭐ 1148 🍴 181 - A coroutine-based Python networking library that uses greenlet.
• :octocat: uvloop - ⭐ 6996 🍴 408 - Ultra fast implementation of asyncio event loop on top of libuv.
• :octocat: scoop - ⭐ 456 🍴 75 - Scalable Concurrent Operations in Python.

Configuration

Libraries for storing and parsing configuration options.

• :octocat: configobj - ⭐ 229 🍴 52 - INI file parser with validation.
• 🌎 configparser - (Python standard library) INI file parser.
• 🌎 profig - Config from multiple formats with value conversion.
• :octocat: python-decouple - ⭐ 1368 🍴 125 - Strict separation of settings from code.
• :octocat: hydra - ⭐ 2523 🍴 172 - Hydra is a framework for elegantly configuring complex applications.

Cryptography

• 🌎 cryptography - A package designed to expose cryptographic primitives and recipes to Python developers.
• :octocat: paramiko - ⭐ 6341 🍴 1566 - The leading native Python SSHv2 protocol library.
• 🌎 passlib - Secure password storage/hashing library, very high level.
• :octocat: pynacl - ⭐ 706 🍴 143 - Python binding to the Networking and Cryptography (NaCl) library.

Data Analysis

Libraries for data analyzing.

• :octocat: Blaze - ⭐ 2888 🍴 372 - NumPy and Pandas interface to Big Data.
• :octocat: Open Mining - ⭐ 1088 🍴 222 - Business Intelligence (BI) in Pandas interface.
• 🌎 Orange - Data mining, data visualization, analysis and machine learning through visual programming or scripts.
• 🌎 Pandas - A library providing high-performance, easy-to-use data structures and data analysis tools.
• :octocat: Optimus - ⭐ 905 🍴 186 - Agile Data Science Workflows made easy with PySpark.
• :octocat: AWS Data Wrangler - ⭐ 828 🍴 113 - Pandas on AWS.

Data Validation

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

• :octocat: Cerberus - ⭐ 2120 🍴 192 - A lightweight and extensible data validation library.
• 🌎 colander - Validating and deserializing data obtained via XML, JSON, an HTML form post.
• :octocat: jsonschema - ⭐ 2843 🍴 420 - An implementation of JSON Schema for Python.
• :octocat: schema - ⭐ 2098 🍴 156 - A library for validating Python data structures.
• :octocat: Schematics - ⭐ 2352 🍴 285 - Data Structure Validation.
• :octocat: valideer - ⭐ 235 🍴 17 - Lightweight extensible data validation and adaptation library.
• :octocat: voluptuous - ⭐ 1623 🍴 186 - A Python data validation library.

Data Visualization

Libraries for visualizing data. Also see awesome-javascript.

• :octocat: Altair - ⭐ 5684 🍴 524 - Declarative statistical visualization library for Python.
• :octocat: Bokeh - ⭐ 13661 🍴 3459 - Interactive Web Plotting for Python.
• :octocat: bqplot - ⭐ 2817 🍴 409 - Interactive Plotting Library for the Jupyter Notebook
• 🌎 Dash - Built on top of Flask, React and Plotly aimed at analytical web applications.
  • :octocat: awesome-dash - ⭐ 824 🍴 134
• :octocat: diagrams - ⭐ 5392 🍴 288 - Diagram as Code.
• :octocat: plotnine - ⭐ 2273 🍴 119 - A grammar of graphics for Python based on ggplot2.
• 🌎 Matplotlib - A Python 2D plotting library.
• 🌎 Pygal - A Python SVG Charts Creator.
• 🌎 PyGraphviz - Python interface to Graphviz.
• 🌎 PyQtGraph - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.
• :octocat: Seaborn - ⭐ 7385 🍴 1265 - Statistical data visualization using Matplotlib.
• :octocat: VisPy - ⭐ 2372 🍴 518 - High-performance scientific visualization based on OpenGL.

Database

Databases implemented in Python.

• :octocat: pickleDB - ⭐ 481 🍴 88 - A simple and lightweight key-value store for Python.
• :octocat: tinydb - ⭐ 3568 🍴 327 - A tiny, document-oriented database.
• :octocat: ZODB - ⭐ 404 🍴 57 - A native object database for Python. A key-value and object graph database.

Database Drivers

Libraries for connecting and operating databases.

• MySQL - awesome-mysql
  • :octocat: mysqlclient - ⭐ 1754 🍴 296 - MySQL connector with Python 3 support (mysql-python fork).
  • :octocat: PyMySQL - ⭐ 6002 🍴 1214 - A pure Python MySQL driver compatible to mysql-python.
• PostgreSQL - awesome-postgres
  • 🌎 psycopg2 - The most popular PostgreSQL adapter for Python.
  • :octocat: queries - ⭐ 224 🍴 25 - A wrapper of the psycopg2 library for interacting with PostgreSQL.
• Other Relational Databases
  • 🌎 pymssql - A simple database interface to Microsoft SQL Server.
  • :octocat: SuperSQLite - ⭐ 637 🍴 16 - A supercharged SQLite library built on top of apsw.
• NoSQL Databases
  • :octocat: cassandra-driver - ⭐ 1155 🍴 436 - The Python Driver for Apache Cassandra.
  • :octocat: happybase - ⭐ 537 🍴 151 - A developer-friendly library for Apache HBase.
  • :octocat: kafka-python - ⭐ 3914 🍴 1074 - The Python client for Apache Kafka.
  • 🌎 py2neo - A client library and toolkit for working with Neo4j.
  • :octocat: pymongo - ⭐ 3058 🍴 943 - The official Python client for MongoDB.
  • :octocat: redis-py - ⭐ 8652 🍴 1851 - The Python client for Redis.
• Asynchronous Clients
  • :octocat: motor - ⭐ 1495 🍴 132 - 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.
• :octocat: Chronyk - ⭐ 309 🍴 11 - A Python 3 library for parsing human-written times and dates.
• :octocat: dateutil - ⭐ 1320 🍴 325 - Extensions to the standard Python datetime module.
• :octocat: delorean - ⭐ 1664 🍴 109 - A library for clearing up the inconvenient truths that arise dealing with datetimes.
• :octocat: moment - ⭐ 637 🍴 41 - A Python library for dealing with dates/times. Inspired by Moment.js.
• :octocat: Pendulum - ⭐ 3959 🍴 219 - Python datetimes made easy.
• :octocat: PyTime - ⭐ 136 🍴 20 - 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.
• :octocat: when.py - ⭐ 184 🍴 16 - Providing user-friendly functions to help perform common date and time actions.
• :octocat: maya - ⭐ 3158 🍴 197 - Datetimes for Humans.

Debugging Tools

Libraries for debugging code.

• pdb-like Debugger
  • :octocat: ipdb - ⭐ 1211 🍴 115 - IPython-enabled pdb.
  • :octocat: pdb++ - ⭐ 518 🍴 36 - Another drop-in replacement for pdb.
  • :octocat: pudb - ⭐ 1778 🍴 161 - A full-screen, console-based Python debugger.
  • :octocat: wdb - ⭐ 1477 🍴 98 - An improbable web debugger through WebSockets.
• Tracing
  • :octocat: lptrace - ⭐ 662 🍴 39 - strace for Python programs.
  • :octocat: manhole - ⭐ 284 🍴 14 - Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt.
  • :octocat: pyringe - ⭐ 1574 🍴 68 - Debugger capable of attaching to and injecting code into Python processes.
  • :octocat: python-hunter - ⭐ 542 🍴 24 - A flexible code tracing toolkit.
• Profiler
  • :octocat: line_profiler - ⭐ 3431 🍴 238 - Line-by-line profiling.
  • :octocat: memory_profiler - ⭐ 53 🍴 10 - Monitor Memory usage of Python code.
  • :octocat: profiling - ⭐ 3001 🍴 118 - An interactive Python profiler.
  • :octocat: py-spy - ⭐ 5661 🍴 217 - A sampling profiler for Python programs. Written in Rust.
  • :octocat: pyflame - ⭐ 2821 🍴 215 - A ptracing profiler For Python.
  • :octocat: vprof - ⭐ 3650 🍴 167 - Visual Python profiler.
• Others
  • :octocat: icecream - ⭐ 1516 🍴 33 - Inspect variables, expressions, and program execution with a single, simple function call.
  • :octocat: django-debug-toolbar - ⭐ 6000 🍴 876 - Display various debug information for Django.
  • :octocat: django-devserver - ⭐ 1254 🍴 166 - A drop-in replacement for Django's runserver.
  • :octocat: flask-debugtoolbar - ⭐ 753 🍴 117 - A port of the django-debug-toolbar to flask.
  • :octocat: pyelftools - ⭐ 1028 🍴 361 - Parsing and analyzing ELF files and DWARF debugging information.

Deep Learning

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

• :octocat: caffe - ⭐ 30524 🍴 18393 - A fast open framework for deep learning..
• :octocat: keras - ⭐ 48879 🍴 18413 - A high-level neural networks library and capable of running on top of either TensorFlow or Theano.
• :octocat: mxnet - ⭐ 18838 🍴 6683 - A deep learning framework designed for both efficiency and flexibility.
• :octocat: pytorch - ⭐ 40013 🍴 10365 - Tensors and Dynamic neural networks in Python with strong GPU acceleration.
• :octocat: SerpentAI - ⭐ 5601 🍴 624 - Game agent framework. Use any video game as a deep learning sandbox.
• :octocat: tensorflow - ⭐ 146219 🍴 81947 - The most popular Deep Learning framework created by Google.
• :octocat: Theano - ⭐ 9177 🍴 2515 - A library for fast numerical computation.

DevOps Tools

Software and libraries for DevOps.

• :octocat: ansible - ⭐ 43812 🍴 19294 - A radically simple IT automation platform.
• 🌎 cloudinit - A multi-distribution package that handles early initialization of a cloud instance.
• :octocat: cuisine - ⭐ 1239 🍴 161 - Chef-like functionality for Fabric.
• 🌎 docker-compose - Fast, isolated development environments using Docker.
• :octocat: fabric - ⭐ 12346 🍴 1809 - A simple, Pythonic tool for remote execution and deployment.
• :octocat: fabtools - ⭐ 1236 🍴 217 - Tools for writing awesome Fabric files.
• :octocat: honcho - ⭐ 1352 🍴 122 - A Python clone of Foreman, for managing Procfile-based applications.
• 🌎 OpenStack - Open source software for building private and public clouds.
• :octocat: pexpect - ⭐ 1856 🍴 415 - Controlling interactive programs in a pseudo-terminal like GNU expect.
• :octocat: psutil - ⭐ 6393 🍴 1000 - A cross-platform process and system utilities module.
• :octocat: saltstack - ⭐ 11103 🍴 4884 - Infrastructure automation and management system.
• :octocat: supervisor - ⭐ 6237 🍴 1045 - Supervisor process control system for UNIX.

Distributed Computing

Frameworks and libraries for Distributed Computing.

• Batch Processing
  • 🌎 PySpark - Apache Spark Python API.
  • :octocat: dask - ⭐ 6897 🍴 1102 - A flexible parallel computing library for analytic computing.
  • :octocat: luigi - ⭐ 13472 🍴 2140 - A module that helps you build complex pipelines of batch jobs.
  • :octocat: mrjob - ⭐ 2502 🍴 585 - Run MapReduce jobs on Hadoop or Amazon Web Services.
  • :octocat: Ray - ⭐ 12187 🍴 1855 - A system for parallel and distributed Python that unifies the machine learning ecosystem.
• Stream Processing
  • :octocat: faust - ⭐ 4709 🍴 370 - A stream processing library, porting the ideas from Kafka Streams to Python.
  • :octocat: streamparse - ⭐ 1410 🍴 217 - Run Python code against real-time streams of data via Apache Storm.

Distribution

Libraries to create packaged executables for release distribution.

• :octocat: dh-virtualenv - ⭐ 1375 🍴 153 - Build and distribute a virtualenv as a Debian package.
• 🌎 Nuitka - Compile scripts, modules, packages to an executable or extension module.
• 🌎 py2app - Freezes Python scripts (Mac OS X).
• 🌎 py2exe - Freezes Python scripts (Windows).
• :octocat: PyInstaller - ⭐ 6873 🍴 1471 - Converts Python programs into stand-alone executables (cross-platform).
• 🌎 pynsist - A tool to build Windows installers, installers bundle Python itself.
• :octocat: pyarmor - ⭐ 562 🍴 93 - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
• :octocat: shiv - ⭐ 953 🍴 54 - A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included.

Documentation

Libraries for generating project documentation.

• :octocat: sphinx - ⭐ 3381 🍴 1304 - Python Documentation generator.
  • :octocat: awesome-sphinxdoc - ⭐ 653 🍴 56
• :octocat: pdoc - ⭐ 658 🍴 95 - Epydoc replacement to auto generate API documentation for Python libraries.
• :octocat: pycco - ⭐ 714 🍴 135 - The literate-programming-style documentation generator.

Downloader

Libraries for downloading.

• :octocat: s3cmd - ⭐ 3370 🍴 794 - A command line tool for managing Amazon S3 and CloudFront.
• :octocat: s4cmd - ⭐ 1005 🍴 173 - 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.
• :octocat: akshare - ⭐ 1854 🍴 344 - A financial data interface library, built for human beings!

E-commerce

Frameworks and libraries for e-commerce and payments.

• :octocat: alipay - ⭐ 316 🍴 100 - Unofficial Alipay API for Python.
• :octocat: Cartridge - ⭐ 620 🍴 289 - A shopping cart app built using the Mezzanine.
• 🌎 django-oscar - An open-source e-commerce framework for Django.
• :octocat: django-shop - ⭐ 2243 🍴 818 - A Django based shop system.
• :octocat: merchant - ⭐ 951 🍴 170 - A Django app to accept payments from various payment processors.
• :octocat: money - ⭐ 187 🍴 24 - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange.
• :octocat: python-currencies - ⭐ 44 🍴 7 - Display money format and its filthy currencies.
• :octocat: forex-python - ⭐ 323 🍴 102 - Foreign exchange rates, Bitcoin price index and currency conversion.
• 🌎 saleor - An e-commerce storefront for Django.
• 🌎 shoop - An open source E-Commerce platform based on Django.

Editor Plugins and IDEs

• Emacs
  • :octocat: elpy - ⭐ 1601 🍴 207 - Emacs Python Development Environment.
• Sublime Text
  • :octocat: anaconda - ⭐ 2080 🍴 245 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE.
  • :octocat: SublimeJEDI - ⭐ 894 🍴 105 - A Sublime Text plugin to the awesome auto-complete library Jedi.
• Vim
  • :octocat: jedi-vim - ⭐ 4467 🍴 365 - Vim bindings for the Jedi auto-completion library for Python.
  • :octocat: python-mode - ⭐ 5044 🍴 882 - An all in one plugin for turning Vim into a Python IDE.
  • :octocat: YouCompleteMe - ⭐ 21470 🍴 2478 - Includes Jedi-based completion engine for Python.
• Visual Studio
  • :octocat: PTVS - ⭐ 2277 🍴 636 - 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.
  • :octocat: spyder - ⭐ 5514 🍴 1120 - Open Source Python IDE.

Email

Libraries for sending and parsing email.

• Mail Servers
  • :octocat: modoboa - ⭐ 1575 🍴 237 - A mail hosting and management platform including a modern Web UI.
  • :octocat: salmon - ⭐ 434 🍴 46 - A Python Mail Server.
• Clients
  • :octocat: imbox - ⭐ 923 🍴 149 - Python IMAP for Humans.
  • :octocat: yagmail - ⭐ 1787 🍴 199 - Yet another Gmail/SMTP client.
• Others
  • :octocat: flanker - ⭐ 1413 🍴 173 - An email address and Mime parsing library.
  • :octocat: mailer - ⭐ 199 🍴 43 - High-performance extensible mail delivery framework.

Environment Management

Libraries for Python version and virtual environment management.

• :octocat: pyenv - ⭐ 19965 🍴 1756 - Simple Python version management.
• :octocat: virtualenv - ⭐ 3615 🍴 842 - 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.
• :octocat: path.py - ⭐ 911 🍴 124 - A module wrapper for os.path.
• 🌎 pathlib - (Python standard library) An cross-platform, object-oriented path library.
• :octocat: PyFilesystem2 - ⭐ 1095 🍴 108 - Python's filesystem abstraction layer.
• :octocat: python-magic - ⭐ 1625 🍴 200 - A Python interface to the libmagic file type identification library.
• :octocat: Unipath - ⭐ 487 🍴 36 - An object-oriented approach to file/directory operations.
• :octocat: watchdog - ⭐ 4148 🍴 513 - 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.

• :octocat: Deform - ⭐ 331 🍴 150 - Python HTML form generation library influenced by the formish form generation library.
• :octocat: django-bootstrap3 - ⭐ 2191 🍴 691 - Bootstrap 3 integration with Django.
• :octocat: django-bootstrap4 - ⭐ 756 🍴 184 - Bootstrap 4 integration with Django.
• :octocat: django-crispy-forms - ⭐ 3916 🍴 663 - A Django app which lets you create beautiful forms in a very elegant and DRY way.
• :octocat: django-remote-forms - ⭐ 199 🍴 100 - A platform independent Django form serializer.
• :octocat: WTForms - ⭐ 1118 🍴 325 - A flexible forms validation and rendering library.

Functional Programming

Functional Programming with Python.

• :octocat: Coconut - ⭐ 2863 🍴 92 - A variant of Python built for simple, elegant, Pythonic functional programming.
• :octocat: fn.py - ⭐ 3016 🍴 186 - Functional programming in Python: implementation of missing features to enjoy FP.
• :octocat: funcy - ⭐ 2322 🍴 114 - A fancy and practical functional tools.
• :octocat: more-itertools - ⭐ 1428 🍴 137 - More routines for operating on iterables, beyond itertools.
• :octocat: returns - ⭐ 1197 🍴 37 - A set of type-safe monads, tranformers, and composition utilities.
• :octocat: Toolz - ⭐ 2754 🍴 195 - A collection of functional utilities for iterators, functions, and dictionaries.
• :octocat: CyToolz - ⭐ 716 🍴 52 - Cython implementation of Toolz: High performance functional utilities.

GUI Development

Libraries for working with graphical user interface applications.

• 🌎 curses - Built-in wrapper for ncurses used to create terminal GUI applications.
• :octocat: Eel - ⭐ 3639 🍴 342 - A library for making simple Electron-like offline HTML/JS GUI apps.
• :octocat: enaml - ⭐ 873 🍴 96 - Creating beautiful user-interfaces with Declarative Syntax like QML.
• :octocat: Flexx - ⭐ 2348 🍴 223 - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering.
• :octocat: Gooey - ⭐ 8969 🍴 526 - 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 - 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.
• :octocat: PySimpleGUI - ⭐ 4030 🍴 630 - Wrapper for tkinter, Qt, WxPython and Remi.
• :octocat: pywebview - ⭐ 1901 🍴 252 - A lightweight cross-platform native wrapper around a webview component.
• 🌎 Tkinter - Tkinter is Python's de-facto standard GUI package.
• :octocat: Toga - ⭐ 2313 🍴 411 - 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.

GraphQL

Libraries for working with GraphQL.

• 🌎 tartiflette - SDL-first GraphQL engine implementation for Python 3.6+ and asyncio.
• :octocat: tartiflette-aiohttp - ⭐ 42 🍴 4 - An aiohttp-based wrapper for Tartiflette to expose GraphQL APIs over HTTP.
• :octocat: tartiflette-asgi - ⭐ 61 🍴 9 - ASGI support for the Tartiflette GraphQL engine.

Game Development

Awesome game development libraries.

• 🌎 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.

• :octocat: django-countries - ⭐ 832 🍴 203 - A Django app that provides a country field for models and forms.
• 🌎 GeoDjango - A world-class geographic web framework.
• :octocat: GeoIP - ⭐ 207 🍴 61 - Python API for MaxMind GeoIP Legacy Database.
• :octocat: geojson - ⭐ 551 🍴 71 - Python bindings and utilities for GeoJSON.
• :octocat: geopy - ⭐ 2907 🍴 500 - Python Geocoding Toolbox.
• :octocat: pygeoip - ⭐ 482 🍴 109 - 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.
• :octocat: bleach - ⭐ 1936 🍴 212 - A whitelist-based HTML sanitization and text linkification library.
• 🌎 cssutils - A CSS library for Python.
• :octocat: html5lib - ⭐ 848 🍴 241 - A standards-compliant library for parsing and serializing HTML documents and fragments.
• 🌎 lxml - A very fast, easy-to-use and versatile library for handling HTML and XML.
• :octocat: MarkupSafe - ⭐ 331 🍴 89 - Implements a XML/HTML/XHTML Markup safe string for Python.
• :octocat: pyquery - ⭐ 1862 🍴 157 - A jQuery-like library for parsing HTML.
• :octocat: untangle - ⭐ 464 🍴 65 - Converts XML documents to Python objects for easy access.
• 🌎 WeasyPrint - A visual rendering engine for HTML and CSS that can export to PDF.
• 🌎 xmldataset - Simple XML Parsing.
• :octocat: xmltodict - ⭐ 4018 🍴 389 - Working with XML feel like you are working with JSON.

HTTP Clients

Libraries for working with HTTP.

• :octocat: grequests - ⭐ 3436 🍴 306 - requests + gevent for asynchronous HTTP requests.
• :octocat: httplib2 - ⭐ 368 🍴 124 - Comprehensive HTTP client library.
• :octocat: httpx - ⭐ 5075 🍴 303 - A next generation HTTP client for Python.
• :octocat: requests - ⭐ 42934 🍴 7783 - HTTP Requests for Humans.
• :octocat: treq - ⭐ 503 🍴 137 - Python requests like API built on top of Twisted's HTTP client.
• :octocat: urllib3 - ⭐ 2363 🍴 759 - 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.
• :octocat: keyboard - ⭐ 1935 🍴 226 - Hook and simulate global keyboard events on Windows and Linux.
• :octocat: mouse - ⭐ 321 🍴 52 - 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.
• :octocat: PyUserInput - ⭐ 923 🍴 235 - A module for cross-platform control of the mouse and keyboard.
• :octocat: scapy - ⭐ 5367 🍴 1238 - A brilliant packet manipulation library.
• :octocat: wifi - ⭐ 266 🍴 137 - A Python library and command line tool for working with WiFi on Linux.

Image Processing

Libraries for manipulating images.

• :octocat: hmap - ⭐ 175 🍴 21 - Image histogram remapping.
• 🌎 imgSeek - A project for searching a collection of images using visual similarity.
• :octocat: nude.py - ⭐ 731 🍴 122 - Nudity detection.
• :octocat: pagan - ⭐ 187 🍴 22 - Retro identicon (Avatar) generation based on input string and hash.
• :octocat: pillow - ⭐ 7515 🍴 1475 - Pillow is the friendly PIL fork.
• 🌎 pyBarcode - Create barcodes in Python without needing PIL.
• :octocat: pygram - ⭐ 90 🍴 12 - Instagram-like image filters.
• :octocat: python-qrcode - ⭐ 2159 🍴 395 - A pure Python QR Code generator.
• :octocat: Quads - ⭐ 938 🍴 105 - Computer art based on quadtrees.
• 🌎 scikit-image - A Python library for (scientific) image processing.
• :octocat: thumbor - ⭐ 7811 🍴 678 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.
• :octocat: wand - ⭐ 1004 🍴 183 - Python bindings for MagickWand, C API for ImageMagick.

Implementations

Implementations of Python.

• :octocat: CPython - ⭐ 32254 🍴 15321 - Default, most widely used implementation of the Python programming language written in C.
• 🌎 Cython - Optimizing Static Compiler for Python.
• :octocat: CLPython - ⭐ 295 🍴 34 - Implementation of the Python programming language written in Common Lisp.
• :octocat: Grumpy - ⭐ 10089 🍴 650 - More compiler than interpreter as more powerful CPython2.7 replacement (alpha).
• :octocat: IronPython - ⭐ 1163 🍴 151 - Implementation of the Python programming language written in C#.
• 🌎 Jython - Implementation of Python programming language written in Java for the JVM.
• :octocat: MicroPython - ⭐ 10757 🍴 3510 - A lean and efficient Python programming language implementation.
• 🌎 Numba - Python JIT compiler to LLVM aimed at scientific Python.
• :octocat: PeachPy - ⭐ 1417 🍴 125 - x86-64 assembler embedded in Python.
• :octocat: Pyjion - ⭐ 1341 🍴 68 - A JIT for Python based upon CoreCLR.
• 🌎 PyPy - A very fast and compliant implementation of the Python language.
• :octocat: Pyston - ⭐ 4524 🍴 306 - A Python implementation using JIT techniques.
• :octocat: Stackless Python - ⭐ 602 🍴 41 - An enhanced version of the Python programming language.

Interactive Interpreter

Interactive Python interpreters (REPL).

• :octocat: bpython - ⭐ 1520 🍴 175 - A fancy interface to the Python interpreter.
• 🌎 Jupyter Notebook (IPython) - A rich toolkit to help you make the most out of using Python interactively.
  • :octocat: awesome-jupyter - ⭐ 1724 🍴 223
• :octocat: ptpython - ⭐ 3677 🍴 205 - Advanced Python REPL built on top of the python-prompt-toolkit.

Internationalization

Libraries for working with i18n.

• 🌎 Babel - An internationalization library for Python.
• :octocat: PyICU - ⭐ 115 🍴 46 - A wrapper of International Components for Unicode C++ library (ICU).

Job Scheduler

Libraries for scheduling jobs.

• 🌎 APScheduler - A light but powerful in-process task scheduler that lets you schedule functions.
• :octocat: django-schedule - ⭐ 777 🍴 288 - A calendaring app for Django.
• 🌎 doit - A task runner and build tool.
• :octocat: gunnery - ⭐ 715 🍴 76 - Multipurpose task execution tool for distributed systems with web-based interface.
• 🌎 Joblib - A set of tools to provide lightweight pipelining in Python.
• :octocat: Plan - ⭐ 1108 🍴 94 - Writing crontab file in Python like a charm.
• :octocat: schedule - ⭐ 7490 🍴 696 - Python job scheduling for humans.
• :octocat: Spiff - ⭐ 889 🍴 213 - A powerful workflow engine implemented in pure Python.
• 🌎 TaskFlow - A Python library that helps to make task execution easy, consistent and reliable.
• 🌎 Airflow - Airflow is a platform to programmatically author, schedule and monitor workflows.

Logging

Libraries for generating and working with logs.

• :octocat: Eliot - ⭐ 778 🍴 51 - Logging for complex & distributed systems.
• 🌎 logbook - Logging replacement for Python.
• 🌎 logging - (Python standard library) Logging facility for Python.
• :octocat: raven - ⭐ 1667 🍴 802 - Python client for Sentry, a log/error tracking, crash reporting and aggregation platform for web applications.

Machine Learning

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

• :octocat: H2O - ⭐ 4884 🍴 1751 - Open Source Fast Scalable Machine Learning Platform.
• :octocat: Metrics - ⭐ 1328 🍴 416 - Machine learning evaluation metrics.
• :octocat: NuPIC - ⭐ 6103 🍴 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.
• :octocat: vowpal_porpoise - ⭐ 156 🍴 30 - A lightweight Python wrapper for Vowpal Wabbit.
• :octocat: xgboost - ⭐ 19366 🍴 7593 - A scalable, portable, and distributed gradient boosting library.

Microsoft Windows

Python programming on Microsoft Windows.

• 🌎 Python(x,y) - Scientific-applications-oriented Python Distribution based on Qt and Spyder.
• 🌎 pythonlibs - Unofficial Windows binaries for Python extension packages.
• :octocat: PythonNet - ⭐ 2163 🍴 406 - Python Integration with the .NET Common Language Runtime (CLR).
• :octocat: PyWin32 - ⭐ 2384 🍴 489 - 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.

• :octocat: blinker - ⭐ 1088 🍴 141 - A fast Python in-process signal/event dispatching system.
• :octocat: boltons - ⭐ 5184 🍴 279 - A set of pure-Python utilities.
• :octocat: itsdangerous - ⭐ 2015 🍴 173 - Various helpers to pass trusted data to untrusted environments.
• :octocat: pluginbase - ⭐ 890 🍴 132 - A simple but flexible plugin system for Python.
• 🌎 tryton - A general purpose business framework.

Natural Language Processing

Libraries for working with human languages.

• General
  • :octocat: gensim - ⭐ 10957 🍴 3778 - Topic Modeling for Humans.
  • :octocat: langid.py - ⭐ 1617 🍴 263 - Stand-alone language identification system.
  • 🌎 nltk - A leading platform for building Python programs to work with human language data.
  • :octocat: pattern - ⭐ 7455 🍴 1486 - A web mining module.
  • :octocat: polyglot - ⭐ 1627 🍴 279 - Natural language pipeline supporting hundreds of languages.
  • :octocat: pytext - ⭐ 5913 🍴 731 - A natural language modeling framework based on PyTorch.
  • :octocat: PyTorch-NLP - ⭐ 1734 🍴 206 - A toolkit enabling rapid deep learning NLP prototyping for research.
  • 🌎 spacy - A library for industrial-strength natural language processing in Python and Cython.
  • :octocat: Stanza - ⭐ 4372 🍴 555 - The Stanford NLP Group's official Python library, supporting 60+ languages.
• Chinese
  • :octocat: jieba - ⭐ 23456 🍴 5765 - The most popular Chinese text segmentation library.
  • :octocat: pkuseg-python - ⭐ 4910 🍴 783 - A toolkit for Chinese word segmentation in various domains.
  • :octocat: snownlp - ⭐ 4833 🍴 1182 - A library for processing Chinese text.
  • :octocat: funNLP - ⭐ 22054 🍴 6687 - A collection of tools and datasets for Chinese NLP.

Network Virtualization

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

• :octocat: mininet - ⭐ 3448 🍴 1391 - A popular network emulator and API written in Python.
• :octocat: napalm - ⭐ 1510 🍴 431 - Cross-vendor API to manipulate network devices.
• :octocat: pox - ⭐ 493 🍴 432 - A Python-based SDN control applications, such as OpenFlow SDN controllers.

News Feed

Libraries for building user's activities.

• :octocat: django-activity-stream - ⭐ 1768 🍴 452 - Generating generic activity streams from the actions on your site.
• :octocat: Stream Framework - ⭐ 4334 🍴 535 - 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.
    • :octocat: awesome-sqlalchemy - ⭐ 2093 🍴 123
  • :octocat: dataset - ⭐ 3834 🍴 245 - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.
  • :octocat: orator - ⭐ 1095 🍴 145 - The Orator ORM provides a simple yet beautiful ActiveRecord implementation.
  • :octocat: orm - ⭐ 963 🍴 48 - An async ORM.
  • :octocat: peewee - ⭐ 7651 🍴 1215 - A small, expressive ORM.
  • :octocat: pony - ⭐ 2230 🍴 173 - ORM that provides a generator-oriented interface to SQL.
  • :octocat: pydal - ⭐ 317 🍴 112 - A pure Python Database Abstraction Layer.
• NoSQL Databases
  • :octocat: hot-redis - ⭐ 261 🍴 25 - Rich Python data types for Redis.
  • :octocat: mongoengine - ⭐ 3200 🍴 1100 - A Python Object-Document-Mapper for working with MongoDB.
  • :octocat: PynamoDB - ⭐ 1278 🍴 316 - A Pythonic interface for Amazon DynamoDB.
  • :octocat: redisco - ⭐ 432 🍴 86 - 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.
  • 🌎 PyPI
  • :octocat: pip-tools - ⭐ 4349 🍴 385 - A set of tools to keep your pinned Python dependencies fresh.
• :octocat: poetry - ⭐ 11302 🍴 806 - Python dependency management and packaging made easy.
• :octocat: conda - ⭐ 3681 🍴 930 - Cross-platform, Python-agnostic binary package manager.

Package Repositories

Local PyPI repository server and proxies.

• :octocat: warehouse - ⭐ 2427 🍴 707 - Next generation Python Package Repository (PyPI).
• :octocat: bandersnatch - ⭐ 179 🍴 72 - PyPI mirroring tool provided by Python Packaging Authority (PyPA).
• :octocat: devpi - ⭐ 391 🍴 75 - PyPI server and packaging/testing/release tool.
• :octocat: localshop - ⭐ 361 🍴 113 - Local PyPI server (custom packages and auto-mirroring of pypi).

Permissions

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

• :octocat: django-guardian - ⭐ 2687 🍴 489 - Implementation of per object permissions for Django 1.2+
• :octocat: django-rules - ⭐ 1080 🍴 90 - A tiny but powerful app providing object-level permissions to Django, without requiring a database.

Processes

Libraries for starting and communicating with OS processes.

• :octocat: delegator.py - ⭐ 1491 🍴 85 - Subprocesses for Humans 2.0.
• 🌎 sarge - Yet another wrapper for subprocess.
• :octocat: sh - ⭐ 5321 🍴 421 - A full-fledged subprocess replacement for Python.

Recommender Systems

Libraries for building recommender systems.

• :octocat: annoy - ⭐ 7217 🍴 790 - Approximate Nearest Neighbors in C++/Python optimized for memory usage.
• :octocat: fastFM - ⭐ 853 🍴 193 - A library for Factorization Machines.
• :octocat: implicit - ⭐ 1982 🍴 439 - A fast Python implementation of collaborative filtering for implicit datasets.
• :octocat: libffm - ⭐ 1425 🍴 445 - A library for Field-aware Factorization Machine (FFM).
• :octocat: lightfm - ⭐ 3183 🍴 535 - A Python implementation of a number of popular recommendation algorithms.
• :octocat: spotlight - ⭐ 2185 🍴 341 - Deep recommender models using PyTorch.
• :octocat: Surprise - ⭐ 4155 🍴 771 - A scikit for building and analyzing recommender systems.
• :octocat: tensorrec - ⭐ 1060 🍴 198 - 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.
• :octocat: Rope - ⭐ 941 🍴 114 - 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
  • :octocat: eve - ⭐ 6120 🍴 711 - REST API framework powered by Flask, MongoDB and good intentions.
  • :octocat: flask-api - ⭐ 1171 🍴 135 - Browsable Web APIs for Flask.
  • :octocat: flask-restful - ⭐ 5631 🍴 890 - Quickly building REST APIs for Flask.
• Pyramid
  • :octocat: cornice - ⭐ 358 🍴 146 - A RESTful framework for Pyramid.
• Framework agnostic
  • :octocat: apistar - ⭐ 5478 🍴 431 - A smart Web API framework, designed for Python 3.
  • :octocat: falcon - ⭐ 7865 🍴 792 - A high-performance framework for building cloud APIs and web app backends.
  • :octocat: fastapi - ⭐ 16276 🍴 1107 - A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints.
  • :octocat: hug - ⭐ 6273 🍴 362 - A Python 3 framework for cleanly exposing APIs.
  • :octocat: sandman2 - ⭐ 1525 🍴 172 - Automated REST APIs for existing database-driven systems.
  • :octocat: sanic - ⭐ 13906 🍴 1271 - 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.

• :octocat: PythonRobotics - ⭐ 9513 🍴 3090 - 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.

• :octocat: zeroRPC - ⭐ 2637 🍴 342 - zerorpc is a flexible RPC implementation based on ZeroMQ and MessagePack.
• :octocat: RPyC (Remote Python Call) - ⭐ 876 🍴 182 - A transparent and symmetric RPC library for Python

Science

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

• 🌎 astropy - A community Python library for Astronomy.
• :octocat: bcbio-nextgen - ⭐ 749 🍴 328 - Providing best-practice pipelines for fully automated high throughput sequencing analysis.
• :octocat: bccb - ⭐ 471 🍴 211 - 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.
• :octocat: Karate Club - ⭐ 828 🍴 84 - 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.
• 🌎 Open Babel - A chemical toolbox designed to speak the many languages of chemical data.
• :octocat: ObsPy - A Python toolbox for seismology.
• 🌎 PyDy - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.
• :octocat: PyMC - ⭐ 5125 🍴 1246 - 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.
• :octocat: statsmodels - ⭐ 5288 🍴 1993 - Statistical modeling and econometrics in Python.
• :octocat: SymPy - ⭐ 7125 🍴 3055 - A Python library for symbolic mathematics.
• :octocat: Zipline - ⭐ 11472 🍴 3332 - A Pythonic algorithmic trading library.
• 🌎 SimPy - A process-based discrete-event simulation framework.

Search

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

• 🌎 elasticsearch-py - The official low-level Python client for Elasticsearch.
• :octocat: elasticsearch-dsl-py - ⭐ 2941 🍴 636 - The official high-level Python client for Elasticsearch.
• :octocat: django-haystack - ⭐ 3002 🍴 1205 - Modular search for Django.
• :octocat: pysolr - ⭐ 553 🍴 301 - A lightweight Python wrapper for Apache Solr.
• 🌎 whoosh - A fast, pure Python search engine library.

Serialization

Libraries for serializing complex data types

• :octocat: marshmallow - ⭐ 4814 🍴 504 - A lightweight library for converting complex objects to and from simple Python datatypes.
• :octocat: pysimdjson - ⭐ 273 🍴 20 - A Python bindings for simdjson.
• :octocat: python-rapidjson - ⭐ 383 🍴 30 - A Python wrapper around RapidJSON.
• :octocat: ultrajson - ⭐ 2869 🍴 292 - A fast JSON decoder and encoder written in C with Python bindings.

Serverless Frameworks

Frameworks for developing serverless Python code.

• :octocat: python-lambda - ⭐ 1145 🍴 201 - A toolkit for developing and deploying Python code in AWS Lambda.
• :octocat: Zappa - ⭐ 10777 🍴 1177 - A tool for deploying WSGI applications on AWS Lambda and API Gateway.

Specific Formats Processing

Libraries for parsing and manipulating specific text formats.

• General
  • :octocat: tablib - ⭐ 3724 🍴 545 - A module for Tabular Datasets in XLS, CSV, JSON, YAML.
• Office
  • 🌎 openpyxl - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
  • :octocat: pyexcel - ⭐ 817 🍴 129 - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.
  • :octocat: python-docx - ⭐ 2246 🍴 647 - Reads, queries and modifies Microsoft Word 2007/2008 docx files.
  • :octocat: python-pptx - ⭐ 1079 🍴 277 - Python library for creating and updating PowerPoint (.pptx) files.
  • :octocat: unoconv - ⭐ 1902 🍴 365 - Convert between any document format supported by LibreOffice/OpenOffice.
  • :octocat: XlsxWriter - ⭐ 2286 🍴 481 - A Python module for creating Excel .xlsx files.
  • :octocat: xlwings - ⭐ 1741 🍴 332 - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.
  • :octocat: xlwt / xlrd - ⭐ 955 🍴 271 - Writing and reading data and formatting information from Excel files.
• PDF
  • :octocat: PDFMiner - ⭐ 4299 🍴 1001 - A tool for extracting information from PDF documents.
  • :octocat: PyPDF2 - ⭐ 3199 🍴 819 - A library capable of splitting, merging and transforming PDF pages.
  • 🌎 ReportLab - Allowing Rapid creation of rich PDF documents.
• Markdown
  • :octocat: Mistune - ⭐ 1806 🍴 186 - Fastest and full featured pure Python parsers of Markdown.
  • :octocat: Python-Markdown - ⭐ 2189 🍴 528 - A Python implementation of John Gruber’s Markdown.
• YAML
  • 🌎 PyYAML - YAML implementations for Python.
• CSV
  • :octocat: csvkit - ⭐ 4291 🍴 528 - Utilities for converting to and working with CSV.
• Archive
  • :octocat: unp - ⭐ 365 🍴 62 - A command line tool that can unpack archives easily.

Static Site Generator

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

• :octocat: mkdocs - ⭐ 10349 🍴 1528 - Markdown friendly documentation generator.
• :octocat: pelican - ⭐ 9733 🍴 1644 - Static site generator that supports Markdown and reST syntax.
• :octocat: lektor - ⭐ 3305 🍴 264 - An easy to use static CMS and blog engine.
• :octocat: nikola - ⭐ 1922 🍴 378 - A static website and blog generator.

Tagging

Libraries for tagging items.

• :octocat: django-taggit - ⭐ 2423 🍴 539 - Simple tagging for Django.

Task Queues

Libraries for working with task queues.

• 🌎 celery - An asynchronous task queue/job queue based on distributed message passing.
• :octocat: huey - ⭐ 3041 🍴 278 - Little multi-threaded task queue.
• :octocat: mrq - ⭐ 814 🍴 109 - A distributed worker task queue in Python using Redis & gevent.
• :octocat: rq - ⭐ 7101 🍴 1145 - Simple job queues for Python.

Template Engine

Libraries and tools for templating and lexing.

• :octocat: Jinja2 - ⭐ 7131 🍴 1316 - A modern and designer friendly templating language.
• 🌎 Genshi - Python templating toolkit for generation of web-aware output.
• 🌎 Mako - Hyperfast and lightweight templating for the Python platform.

Testing

Libraries for testing codebases and generating test data.

• Testing Frameworks
  • 🌎 pytest - A mature full-featured Python testing tool.
  • :octocat: hypothesis - ⭐ 4439 🍴 406 - Hypothesis is an advanced Quickcheck style property based testing library.
  • :octocat: nose2 - ⭐ 638 🍴 130 - The successor to nose, based on `unittest2.
  • :octocat: Robot Framework - ⭐ 4782 🍴 1441 - A generic test automation framework.
  • 🌎 unittest - (Python standard library) Unit testing framework.
• Test Runners
  • :octocat: green - ⭐ 652 🍴 71 - 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
  • :octocat: locust - ⭐ 13260 🍴 1857 - Scalable user load testing tool written in Python.
  • :octocat: PyAutoGUI - ⭐ 4031 🍴 563 - PyAutoGUI is a cross-platform GUI automation Python module for human beings.
  • 🌎 Selenium - Python bindings for Selenium WebDriver.
  • :octocat: sixpack - ⭐ 1638 🍴 188 - A language-agnostic A/B Testing framework.
  • :octocat: splinter - ⭐ 2234 🍴 466 - Open source tool for testing web applications.
• Mock
  • 🌎 mock - (Python standard library) A mocking and patching library.
  • 🌎 doublex - Powerful test doubles framework for Python.
  • :octocat: freezegun - ⭐ 2470 🍴 185 - Travel through time by mocking the datetime module.
  • :octocat: httmock - ⭐ 406 🍴 48 - A mocking library for requests for Python 2.6+ and 3.2+.
  • :octocat: httpretty - ⭐ 1800 🍴 243 - HTTP request mock tool for Python.
  • :octocat: mocket - ⭐ 185 🍴 28 - A socket mock framework with gevent/asyncio/SSL support.
  • :octocat: responses - ⭐ 2820 🍴 236 - A utility library for mocking out the requests Python library.
  • :octocat: VCR.py - ⭐ 1730 🍴 244 - Record and replay HTTP interactions on your tests.
• Object Factories
  • :octocat: factory_boy - ⭐ 2206 🍴 287 - A test fixtures replacement for Python.
  • :octocat: mixer - ⭐ 694 🍴 70 - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc.
  • :octocat: model_mommy - ⭐ 938 🍴 159 - Creating random fixtures for testing in Django.
• Code Coverage
  • 🌎 coverage - Code coverage measurement.
• Fake Data
  • :octocat: mimesis - ⭐ 2894 🍴 250 - is a Python library that help you generate fake data.
  • :octocat: fake2db - ⭐ 2018 🍴 112 - Fake database generator.
  • :octocat: faker - ⭐ 10119 🍴 1182 - A Python package that generates fake data.
  • 🌎 radar - Generate random datetime / time.

Text Processing

Libraries for parsing and manipulating plain texts.

• General
  • :octocat: chardet - ⭐ 1334 🍴 187 - Python 2/3 compatible character encoding detector.
  • 🌎 difflib - (Python standard library) Helpers for computing deltas.
  • :octocat: ftfy - ⭐ 2715 🍴 94 - Makes Unicode text less broken and more consistent automagically.
  • :octocat: fuzzywuzzy - ⭐ 7073 🍴 758 - Fuzzy String Matching.
  • :octocat: Levenshtein - ⭐ 827 🍴 117 - Fast computation of Levenshtein distance and string similarity.
  • :octocat: pangu.py - ⭐ 147 🍴 21 - Paranoid text spacing.
  • :octocat: pyfiglet - ⭐ 662 🍴 71 - An implementation of figlet written in Python.
  • :octocat: pypinyin - ⭐ 2682 🍴 433 - Convert Chinese hanzi (漢字) to pinyin (拼音).
  • :octocat: textdistance - ⭐ 1714 🍴 153 - Compute distance between sequences with 30+ algorithms.
  • 🌎 unidecode - ASCII transliterations of Unicode text.
• Slugify
  • :octocat: awesome-slugify - ⭐ 446 🍴 37 - A Python slugify library that can preserve unicode.
  • :octocat: python-slugify - ⭐ 870 🍴 77 - A Python slugify library that translates unicode to ASCII.
  • :octocat: unicode-slugify - ⭐ 294 🍴 54 - A slugifier that generates unicode slugs with Django as a dependency.
• Unique identifiers
  • :octocat: hashids - ⭐ 1091 🍴 82 - Implementation of hashids in Python.
  • :octocat: shortuuid - ⭐ 1294 🍴 83 - A generator library for concise, unambiguous and URL-safe UUIDs.
• Parser
  • :octocat: ply - ⭐ 1684 🍴 291 - Implementation of lex and yacc parsing tools for Python.
  • 🌎 pygments - A generic syntax highlighter.
  • :octocat: pyparsing - ⭐ 772 🍴 128 - A general purpose framework for generating parsers.
  • :octocat: python-nameparser - ⭐ 415 🍴 72 - Parsing human names into their individual components.
  • :octocat: python-phonenumbers - ⭐ 2490 🍴 305 - Parsing, formatting, storing and validating international phone numbers.
  • :octocat: python-user-agents - ⭐ 1041 🍴 175 - Browser user agent parser.
  • :octocat: sqlparse - ⭐ 2100 🍴 439 - 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.
• :octocat: boto3 - ⭐ 5569 🍴 1194 - Python interface to Amazon Web Services.
• :octocat: django-wordpress - ⭐ 312 🍴 82 - WordPress models and views for Django.
• :octocat: facebook-sdk - ⭐ 2521 🍴 922 - Facebook Platform Python SDK.
• :octocat: google-api-python-client - ⭐ 3829 🍴 1647 - Google APIs Client Library for Python.
• :octocat: gspread - ⭐ 4787 🍴 732 - Google Spreadsheets Python API.
• :octocat: twython - ⭐ 1723 🍴 396 - A Python wrapper for the Twitter API.

URL Manipulation

Libraries for parsing URLs.

• :octocat: furl - ⭐ 1838 🍴 112 - A small Python library that makes parsing and manipulating URLs easy.
• :octocat: purl - ⭐ 246 🍴 32 - A simple, immutable URL class with a clean API for interrogation and manipulation.
• :octocat: pyshorteners - ⭐ 259 🍴 48 - A pure Python URL shortening lib.
• :octocat: webargs - ⭐ 1041 🍴 138 - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks.

Video

Libraries for manipulating video and GIFs.

• :octocat: vidgear - ⭐ 1287 🍴 97 - Most Powerful multi-threaded Video Processing framework.
• 🌎 moviepy - A module for script-based movie editing with many formats, including animated GIFs.
• :octocat: scikit-video - ⭐ 99 🍴 23 - Video processing routines for SciPy.

Web Asset Management

Tools for managing, compressing and minifying website assets.

• :octocat: django-compressor - ⭐ 2343 🍴 556 - Compresses linked and inline JavaScript or CSS into a single cached file.
• :octocat: django-pipeline - ⭐ 1371 🍴 343 - An asset packaging library for Django.
• :octocat: django-storages - ⭐ 1625 🍴 636 - 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.
• :octocat: flask-assets - ⭐ 400 🍴 88 - Helps you integrate webassets into your Flask app.
• :octocat: webassets - ⭐ 883 🍴 252 - Bundles, optimizes, and manages unique cache-busting URLs for static resources.

Web Content Extracting

Libraries for extracting web contents.

• :octocat: html2text - ⭐ 948 🍴 171 - Convert HTML to Markdown-formatted text.
• :octocat: lassie - ⭐ 502 🍴 39 - Web Content Retrieval for Humans.
• :octocat: micawber - ⭐ 496 🍴 73 - A small library for extracting rich content from URLs.
• :octocat: newspaper - ⭐ 9798 🍴 1624 - News extraction, article extraction and content curation in Python.
• :octocat: python-readability - ⭐ 1831 🍴 310 - Fast Python port of arc90's readability tool.
• :octocat: requests-html - ⭐ 11013 🍴 714 - Pythonic HTML Parsing for Humans.
• :octocat: sumy - ⭐ 2310 🍴 420 - A module for automatic summarization of text documents and HTML pages.
• :octocat: textract - ⭐ 2834 🍴 400 - Extract text from any document, Word, PowerPoint, PDFs, etc.
• :octocat: toapi - ⭐ 3023 🍴 212 - Every web site provides APIs.

Web Crawling

Libraries to automate web scraping.

• :octocat: cola - ⭐ 1370 🍴 542 - A distributed crawling framework.
• 🌎 feedparser - Universal feed parser.
• :octocat: grab - ⭐ 1945 🍴 244 - Site scraping framework.
• :octocat: MechanicalSoup - ⭐ 3506 🍴 311 - A Python library for automating interaction with websites.
• :octocat: pyspider - ⭐ 14417 🍴 3500 - A powerful spider system.
• :octocat: robobrowser - ⭐ 3458 🍴 317 - A simple, Pythonic library for browsing the web without a standalone web browser.
• 🌎 scrapy - A fast high-level screen scraping and web crawling framework.
• :octocat: portia - ⭐ 7798 🍴 1261 - Visual scraping for Scrapy.

Web Frameworks

Traditional full stack web frameworks. Also see RESTful API.

• Synchronous
  • 🌎 Django - The most popular web framework in Python.
    • :octocat: awesome-django - ⭐ 2312 🍴 456
    • :octocat: awesome-django - ⭐ 385 🍴 72
  • 🌎 Flask - A microframework for Python.
    • :octocat: awesome-flask - ⭐ 8927 🍴 1343
  • 🌎 Pyramid - A small, fast, down-to-earth, open source Python web framework.
    • :octocat: awesome-pyramid - ⭐ 488 🍴 54
  • :octocat: Masonite - ⭐ 1415 🍴 88 - The modern and developer centric Python web framework.
• Asynchronous
  • 🌎 Tornado - A web framework and asynchronous networking library.

WebSocket

Libraries for working with WebSocket.

• :octocat: autobahn-python - ⭐ 2184 🍴 618 - WebSocket & WAMP for Python on Twisted and asyncio.
• :octocat: channels - ⭐ 4449 🍴 605 - Developer-friendly asynchrony for Django.
• :octocat: websockets - ⭐ 2778 🍴 323 - A library for building WebSocket servers and clients with a focus on correctness and simplicity.

WSGI Servers

WSGI-compatible web servers.

• :octocat: bjoern - ⭐ 2367 🍴 173 - Asynchronous, very fast and written in C.
• :octocat: gunicorn - ⭐ 6957 🍴 1300 - Pre-forked, partly written in C.
• 🌎 uWSGI - A project aims at developing a full stack for building hosting services, written in C.
• :octocat: waitress - ⭐ 782 🍴 110 - Multi-threaded, powers Pyramid.
• :octocat: werkzeug - ⭐ 5361 🍴 1463 - 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
• Libraries
  • 🌎 Awesome Python @LibHunt
• Others
  • 🌎 Python ZEEF
  • 🌎 Pythonic News

Newsletters

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

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.