Awesome Python

An opinionated list of awesome Python frameworks, libraries, software and resources.

Inspired by awesome-php.

• 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
  • Computer Vision
  • Configuration Files
  • Cryptography
  • Data Analysis
  • Data Validation
  • Data Visualization
  • Database Drivers
  • Database
  • Date and Time
  • Debugging Tools
  • Deep Learning
  • DevOps Tools
  • Distributed Computing
  • Distribution
  • Documentation
  • Downloader
  • Editor Plugins and IDEs
  • Email
  • Environment Management
  • File Manipulation
  • 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
  • Newsletters
  • Podcasts
• Contributing

Admin Panels

Libraries for administrative interfaces.

• ajenti - The admin panel your servers deserve.
• django-grappelli - A jazzy skin for the Django Admin-Interface.
• flask-admin - Simple and extensible administrative interface framework for Flask.
• flower - Real-time monitor and web admin for Celery.
• jet-bridge - Admin panel framework for any application with nice UI (ex Jet Django).
• wooey - A Django app which creates automatic web UIs for Python scripts.
• streamlit - A framework which lets you build dashboards, generate reports, or create chat apps in minutes.

Algorithms and Design Patterns

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

• Algorithms
  • algorithms - Minimal examples of data structures and algorithms.
  • python-ds - A collection of data structure and algorithms for coding interviews.
  • sortedcontainers - Fast and pure-Python implementation of sorted collections.
  • thealgorithms - All Algorithms implemented in Python.
• Design Patterns
  • pypattyrn - A simple yet effective library for implementing common design patterns.
  • python-patterns - A collection of design patterns in Python.
  • transitions - A lightweight, object-oriented finite state machine implementation.

ASGI Servers

ASGI-compatible web servers.

• daphne - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP.
• uvicorn - A lightning-fast ASGI server implementation, using uvloop and httptools.
• hypercorn - An ASGI and WSGI Server based on Hyper libraries and inspired by Gunicorn.

Asynchronous Programming

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

• asyncio - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
  • awesome-asyncio
• concurrent.futures - (Python standard library) A high-level interface for asynchronously executing callables.
• multiprocessing - (Python standard library) Process-based parallelism.
• trio - A friendly library for async concurrency and I/O.
• twisted - An event-driven networking engine.
• uvloop - Ultra fast asyncio event loop.
• eventlet - Asynchronous framework with WSGI support.
• gevent - A coroutine-based Python networking library that uses greenlet.

Audio

Libraries for manipulating audio and its metadata.

• Audio
  • audioread - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.
  • audioFlux - A library for audio and music analysis, feature extraction.
  • dejavu - Audio fingerprinting and recognition.
  • kapre - Keras Audio Preprocessors.
  • librosa - Python library for audio and music analysis.
  • matchering - A library for automated reference audio mastering.
  • mingus - An advanced music theory and notation package with MIDI file and playback support.
  • pyaudioanalysis - Audio feature extraction, classification, segmentation and applications.
  • pydub - Manipulate audio with a simple and easy high level interface.
  • timeside - Open web audio processing framework.
• Metadata
  • beets - A music library manager and MusicBrainz tagger.
  • eyed3 - A tool for working with audio files, specifically MP3 files containing ID3 metadata.
  • mutagen - A Python module to handle audio metadata.
  • tinytag - A library for reading music meta data of MP3, OGG, FLAC and Wave files.

Authentication

Libraries for implementing authentications schemes.

• OAuth
  • authlib - JavaScript Object Signing and Encryption draft implementation.
  • django-allauth - Authentication app for Django that "just works."
  • django-oauth-toolkit - OAuth 2 goodies for Django.
  • oauthlib - A generic and thorough implementation of the OAuth request-signing logic.
• JWT
  • pyjwt - JSON Web Token implementation in Python.
  • python-jose - A JOSE implementation in Python.

Build Tools

Compile software from source code.

• bitbake - A make-like build tool for embedded Linux.
• buildout - A build system for creating, assembling and deploying applications from multiple parts.
• platformio - A console tool to build code with different development platforms.
• pybuilder - A continuous build tool written in pure Python.
• scons - A software construction tool.

Built-in Classes Enhancement

Libraries for enhancing Python built-in classes.

• attrs - Replacement for __init__, __eq__, __repr__, etc. boilerplate in class definitions.
• bidict - Efficient, Pythonic bidirectional map data structures and related functionality..
• box - Python dictionaries with advanced dot notation access.
• dataclasses - (Python standard library) Data classes.
• dotteddict - A library that provides a method of accessing lists and dicts with a dotted path notation.

CMS

Content Management Systems.

• feincms - One of the most advanced Content Management Systems built on Django.
• indico - A feature-rich event management system, made @ CERN.
• wagtail - A Django content management system.

Caching

Libraries for caching data.

• beaker - A WSGI middleware for sessions and caching.
• django-cache-machine - Automatic caching and invalidation for Django models.
• django-cacheops - A slick ORM cache with automatic granular event-driven invalidation.
• dogpile.cache - dogpile.cache is a next generation replacement for Beaker made by the same authors.
• hermescache - Python caching library with tag-based invalidation and dogpile effect prevention.
• pylibmc - 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 - 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
  • code2flow - Turn your Python and JavaScript code into DOT flowcharts.
  • prospector - A tool to analyse Python code.
  • vulture - A tool for finding and analysing dead Python code.
• Code Linters
  • flake8 - A wrapper around pycodestyle, pyflakes and McCabe.
    • awesome-flake8-extensions
  • pylint - A fully customizable source code analyzer.
• Code Formatters
  • black - The uncompromising Python code formatter.
  • isort - A Python utility / library to sort imports.
  • yapf - Yet another Python code formatter from Google.
• Static Type Checkers, also see awesome-python-typing
  • mypy - Check variable types during compile time.
  • pyre-check - Performant type checking.
  • typeshed - Collection of library stubs for Python, with static types.
• Static Type Annotations Generators
  • monkeytype - A system for Python that generates static type annotations by collecting runtime types.
  • pytype - 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.
  • python-fire - A library for creating command line interfaces from absolutely any Python object.
  • python-prompt-toolkit - A library for building powerful interactive command lines.
• Terminal Rendering
  • alive-progress - A new kind of Progress Bar, with real-time throughput, eta and very cool animations.
  • asciimatics - A package to create full-screen text UIs (from interactive forms to ASCII animations).