Awesome Python

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

Inspired by awesome-php.

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.

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-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.

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.

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.

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.

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.

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.

Content Management Systems.

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.

Libraries for chatbot development.

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.

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).