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Awesome Python Awesome

A curated 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.
  • django-suit - Alternative Django Admin-Interface (free only for Non-commercial use).
  • django-xadmin - Drop-in replacement of Django admin comes with lots of goodies.
  • flask-admin - Simple and extensible administrative interface framework for Flask.
  • flower - Real-time monitor and web admin for Celery.
  • wooey - A Django app which creates automatic web UIs for Python scripts.

Algorithms and Design Patterns

Python implementation of algorithms and design patterns.

  • algorithms - Minimal examples of data structures and algorithms in Python.
  • PyPattyrn - A simple yet effective library for implementing common design patterns.
  • python-patterns - A collection of design patterns in Python.
  • sortedcontainers - Fast, pure-Python implementation of SortedList, SortedDict, and SortedSet types.

Audio

Libraries for manipulating audio and its metadata.

  • Audio
    • audioread - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.
    • dejavu - Audio fingerprinting and recognition.
    • mingus - An advanced music theory and notation package with MIDI file and playback support.
    • pyAudioAnalysis - Python Audio Analysis Library: 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.
    • python-oauth2 - A fully tested, abstract interface to creating OAuth clients and servers.
    • python-social-auth - An easy-to-setup social authentication mechanism.
  • JWT
    • pyjwt - JSON Web Token implementation in Python.
    • python-jose - A JOSE implementation in Python.
    • python-jwt - 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 - 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.

  • dataclasses - (Python standard library) Data 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.
  • DottedDict - 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.
  • feincms - One of the most advanced Content Management Systems built on Django.
  • Kotti - A high-level, Pythonic web application framework built on Pyramid.
  • mezzanine - A powerful, consistent, and flexible content management platform.
  • plone - A CMS built on top of the open source application server Zope.
  • quokka - Flexible, extensible, small CMS powered by Flask and MongoDB.

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 next generation replacement for Beaker made by 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. See: awesome-static-analysis.

  • Code Analysis
    • coala - Language independent and easily extendable code analysis application.
    • code2flow - Turn your Python and JavaScript code into DOT flowcharts.
    • prospector - A tool to analyse Python code.
    • pycallgraph - A library that visualises the flow (call graph) of your Python application.
  • Code Linters
    • flake8 - A wrapper around pycodestyle, pyflakes and McCabe.
    • pylint - A fully customizable source code analyzer.
    • pylama - A code audit tool for Python and JavaScript. Code Formatters
    • black - The uncompromising Python code formatter.
    • yapf - Yet another Python code formatter from Google.
  • Static Type Checkers
    • mypy - Check variable types during compile time.
    • pyre-check - Performant type checking.
  • Static Type Annotations Generators
    • MonkeyType - A system for Python that generates static type annotations by collecting runtime types

Command-line Tools

Libraries for building command-line application.

  • 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.
    • clint - Python Command-line Application Tools.
    • docopt - Pythonic command line arguments parser.
    • 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
    • asciimatics - A package to create full-screen text UIs (from interactive forms to ASCII animations).
    • bashplotlib - Making basic plots in the terminal.
    • colorama - Cross-platform colored terminal text.
  • Productivity Tools
    • cookiecutter - A command-line utility that creates projects from cookiecutters (project templates).
    • doitlive - A tool for live presentations in the terminal.
    • howdoi - Instant coding answers via the command line.
    • PathPicker - Select files out of bash output.
    • percol - Adds flavor of interactive selection to the traditional pipe concept on UNIX.
    • thefuck - Correcting your previous console command.
    • tmuxp - A tmux session manager.
    • try - A dead simple CLI to try out python packages - it's never been easier.
  • CLI Enhancements
    • httpie - A command line HTTP client, a user-friendly cURL replacement.
    • kube-shell - An integrated shell for working with the Kubernetes CLI.
    • mycli - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.
    • pgcli - Postgres CLI with autocompletion and syntax highlighting.
    • saws - 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.
  • python-modernize - Modernizes Python code for eventual Python 3 migration.
  • six - Python 2 and 3 compatibility utilities.

Computer Vision

Libraries for computer vision.

Concurrency and Parallelism

Libraries for concurrent and parallel execution. 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.
  • gevent - A coroutine-based Python networking library that uses greenlet.
  • uvloop - Ultra fast implementation of asyncio event loop on top of libuv.
  • scoop - Scalable Concurrent Operations in Python.

Configuration

Libraries for storing and parsing configuration options.

  • configobj - INI file parser with validation.
  • configparser - (Python standard library) INI file parser.
  • profig - Config from multiple formats with value conversion.
  • python-decouple - Strict separation of settings from code.

Cryptography

  • cryptography - A package designed to expose cryptographic primitives and recipes to Python developers.
  • paramiko - A Python (2.6+, 3.3+) implementation of the SSHv2 protocol, providing both client and server functionality.
  • passlib - Secure password storage/hashing library, very high level.
  • pynacl - Python binding to the Networking and Cryptography (NaCl) library.

Data Analysis

Libraries for data analyzing.

  • Blaze - NumPy and Pandas interface to Big Data.
  • Open Mining - 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.
  • Optimus - Cleansing, pre-processing, feature engineering, exploratory data analysis and easy Machine Learning with a PySpark backend.

Data Validation

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

  • Cerberus - A lightweight and extensible data validation library.
  • colander - Validating and deserializing data obtained via XML, JSON, an HTML form post.
  • Dash - Built on top of Flask, React and Plotly aimed at analytical web applications.
  • jsonschema - An implementation of JSON Schema for Python.
  • schema - A library for validating Python data structures.
  • Schematics - Data Structure Validation.
  • valideer - Lightweight extensible data validation and adaptation library.
  • voluptuous - A Python data validation library.

Data Visualization

Libraries for visualizing data. See: awesome-javascript.

  • Altair - Declarative statistical visualization library for Python.
  • Bokeh - Interactive Web Plotting for Python.
  • bqplot - Interactive Plotting Library for the Jupyter Notebook
  • ggplot - Same API as ggplot2 for R.
  • 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.
  • Seaborn - Statistical data visualization using Matplotlib.
  • VisPy - High-performance scientific visualization based on OpenGL.

Database

Databases implemented in Python.

  • pickleDB - A simple and lightweight key-value store for Python.
  • tinydb - A tiny, document-oriented database.
  • ZODB - A native object database for Python. A key-value and object graph database.

Database Drivers

Libraries for connecting and operating databases.

  • MySQL - awesome-mysql
  • PostgreSQL - awesome-postgres
    • psycopg2 - The most popular PostgreSQL adapter for Python.
    • queries - A wrapper of the psycopg2 library for interacting with PostgreSQL.
  • Other Relational Databases
    • pymssql - A simple database interface to Microsoft SQL Server.
  • NoSQL Databases
    • cassandra-driver - The Python Driver for Apache Cassandra.
    • happybase - A developer-friendly library for Apache HBase.
    • kafka-python - The Python client for Apache Kafka.
    • py2neo - Python wrapper client for Neo4j's restful interface.
    • pymongo - The official Python client for MongoDB.
    • redis-py - The Python client for Redis.
  • Asynchronous Clients
    • motor - The async Python driver for MongoDB.
    • Telephus - Twisted based client for Cassandra.
    • txpostgres - Twisted based asynchronous driver for PostgreSQL.
    • txRedis - Twisted based client for Redis.

Date and Time

Libraries for working with dates and times.

  • Chronyk - A Python 3 library for parsing human-written times and dates.
  • dateutil - Extensions to the standard Python datetime module.
  • delorean - A library for clearing up the inconvenient truths that arise dealing with datetimes.
  • moment - A Python library for dealing with dates/times. Inspired by Moment.js.
  • Pendulum - Python datetimes made easy.
  • PyTime - A easy-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 - Providing user-friendly functions to help perform common date and time actions.
  • maya - Datetimes for Humans, Maya is mostly built around the headaches and use-cases around parsing datetime data from websites.

Debugging Tools

Libraries for debugging code.

  • pdb-like Debugger
    • ipdb - IPython-enabled pdb.
    • pdb++ - Another drop-in replacement for pdb.
    • pudb - A full-screen, console-based Python debugger.
    • wdb - An improbable web debugger through WebSockets.
  • Tracing
    • lptrace - strace for Python programs.
    • manhole - Debug service that will accept unix domain socket connections and present the stacktraces for all threads and an interactive prompt.
    • pyringe - Debugger capable of attaching to and injecting code into Python processes.
    • python-hunter - A flexible code tracing toolkit.
  • Profiler
    • line_profiler - Line-by-line profiling.
    • memory_profiler - Monitor Memory usage of Python code.
    • profiling - An interactive Python profiler.
    • py-spy - A sampling profiler for Python programs. Written in Rust.
    • pyflame - A ptracing profiler For Python.
    • vprof - Visual Python profiler.
  • Others
    • icecream - Inspect variables, expressions, and program execution with a single, simple function call.
    • django-debug-toolbar - Display various debug information for Django.
    • django-devserver - A drop-in replacement for Django's runserver.
    • flask-debugtoolbar - A port of the django-debug-toolbar to flask.
    • pyelftools - Parsing and analyzing ELF files and DWARF debugging information.

Deep Learning

Frameworks for Neural Networks and Deep Learning. See: awesome-deep-learning.

  • caffe - A fast open framework for deep learning..
  • keras - A high-level neural networks library and capable of running on top of either TensorFlow or Theano.
  • mxnet - A deep learning framework designed for both efficiency and flexibility.
  • pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration.
  • SerpentAI - Game agent framework. Use any video game as a deep learning sandbox.
  • tensorflow - The most popular Deep Learning framework created by Google.
  • Theano - A library for fast numerical computation.

DevOps Tools

Software and libraries for DevOps.

  • ansible - A radically simple IT automation platform.
  • cloudinit - A multi-distribution package that handles early initialization of a cloud instance.
  • cuisine - Chef-like functionality for Fabric.
  • docker-compose - Fast, isolated development environments using Docker.
  • fabric - A simple, Pythonic tool for remote execution and deployment.
  • fabtools - Tools for writing awesome Fabric files.
  • honcho - A Python clone of Foreman, for managing Procfile-based applications.
  • OpenStack - Open source software for building private and public clouds.
  • pexpect - Controlling interactive programs in a pseudo-terminal like GNU expect.
  • psutil - A cross-platform process and system utilities module.
  • saltstack - Infrastructure automation and management system.
  • supervisor - Supervisor process control system for UNIX.

Distributed Computing

Frameworks and libraries for Distributed Computing.

  • Batch Processing
    • PySpark - Apache Spark Python API.
    • dask - A flexible parallel computing library for analytic computing.
    • luigi - A module that helps you build complex pipelines of batch jobs.
    • mrjob - Run MapReduce jobs on Hadoop or Amazon Web Services.
    • Ray - A system for parallel and distributed Python that unifies the machine learning ecosystem.
  • Stream Processing

Distribution

Libraries to create packaged executables for release distribution.

  • dh-virtualenv - 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).
  • PyInstaller - Converts Python programs into stand-alone executables (cross-platform).
  • pynsist - A tool to build Windows installers, installers bundle Python itself.

Documentation

Libraries for generating project documentation.

  • sphinx - Python Documentation generator.
  • pdoc - Epydoc replacement to auto generate API documentation for Python libraries.
  • pycco - The literate-programming-style documentation generator.

Downloader

Libraries for downloading.

  • s3cmd - A command line tool for managing Amazon S3 and CloudFront.
  • s4cmd - 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 - Unofficial Alipay API for Python.
  • Cartridge - A shopping cart app built using the Mezzanine.
  • django-oscar - An open-source e-commerce framework for Django.
  • django-shop - A Django based shop system.
  • merchant - A Django app to accept payments from various payment processors.
  • money - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution.
  • python-currencies - Display money format and its filthy currencies.
  • forex-python - 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