vinta/awesome-python

Game Development

Arcade - Arcade is a modern Python framework for crafting games with compelling graphics and sound.

Admin Panels

jet-bridgestars1.2k - Admin panel framework for any application with nice UI (ex Jet Django).

Data Visualization

bqplotstars3.3k - Interactive Plotting Library for the Jupyter Notebook.

Cartopystars1.1k - A cartographic python library with matplotlib support.

Task Queues

dramatiqstars3.1k - A fast and reliable background task processing library for Python 3.

WSGI Servers

gunicornstars8.3k - Pre-forked, ported from Ruby's Unicorn project.

Database Drivers

SQlite - awesome-sqlitestars176

• sqlite3 - (Python standard library) SQlite interface compliant with DB-API 2.0
• SuperSQLitestars694 - A supercharged SQLite library built on top of apswstars547.

Books

Think Python

Enterprise Application Integrations

Zato - ESB, SOA, REST, APIs and Cloud Integrations in Python.

Functional Programming

returnsstars2.2k - A set of type-safe monads, transformers, and composition utilities.

Compatibility

modernizestars283 - Modernizes Python code for eventual Python 3 migration.

Task Queues

celery - An asynchronous task queue/job queue based on distributed message passing.

Machine Learning

gymstars27.7k - A toolkit for developing and comparing reinforcement learning algorithms.

Shell

xonshstars6k - A Python-powered, cross-platform, Unix-gazing shell language and command prompt.

GraphQL

graphenestars7.2k - GraphQL framework for Python.

Miscellaneous

magentastars17.6k - A tool to generate music and art using artificial intelligence.

Machine Learning

MindsDBstars7k - MindsDB is an open source AI layer for existing databases that allows you to effortlessly develop, train and deploy state-of-the-art machine learning models using standard queries.

Computer Vision

Face Recognitionstars44.3k - Simple facial recognition library.

Image Processing

python-barcodestars355 - Create barcodes in Python with no extra dependencies.

Science

SimPy - A process-based discrete-event simulation framework.

Static Site Generator

makesitestars1.6k - Simple, lightweight, and magic-free static site/blog generator (< 130 lines).

Penetration Testing

setoolkitstars7.6k - A toolkit for social engineering.

sqlmapstars23.6k - Automatic SQL injection and database takeover tool.

fsocietystars7.6k - A Penetration testing framework.

Image Processing

pywalstars6.3k - A tool that generates color schemes from images.

GUI Development

DearPyGuistars7.8k - A Simple GPU accelerated Python GUI framework

Job Scheduler

Prefectstars9.2k - A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.

ASGI Servers

uvicornstars5.3k - A lightning-fast ASGI server implementation, using uvloop and httptools.

Asynchronous Programming

uvloop - Ultra fast asyncio event loop.

Built-in Classes Enhancement

dataclasses - (Python standard library) Data classes.

CMS

wagtail - A Django content management system.

Computer Vision

OpenCV - Open Source Computer Vision Library.

tesserocrstars1.6k - Another simple, Pillow-friendly, wrapper around the tesseract-ocr API for OCR.

Concurrency and Parallelism

multiprocessing - (Python standard library) Process-based parallelism.

uvloop - Ultra fast implementation of asyncio event loop on top of libuv.

Configuration

hydrastars5.9k - Hydra is a framework for elegantly configuring complex applications.

Data Analysis

AWS Data Wranglerstars2.8k - Pandas on AWS.

Optimus - Agile Data Science Workflows made easy with PySpark.

Data Visualization

plotninestars3.1k - A grammar of graphics for Python based on ggplot2.

Date and Time

mayastars3.3k - Datetimes for Humans.

Distribution

pyarmorstars1.5k - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.

Downloader

aksharestars5k - A financial data interface library, built for human beings!

E-commerce

forex-pythonstars484 - Foreign exchange rates, Bitcoin price index and currency conversion.

Functional Programming

CyToolzstars845 - Cython implementation of Toolz: High performance functional utilities.

GraphQL

tartiflette - SDL-first GraphQL engine implementation for Python 3.6+ and asyncio.

Implementations

CLPythonstars330 - Implementation of the Python programming language written in Common Lisp.

Job Scheduler

Airflow - Airflow is a platform to programmatically author, schedule and monitor workflows.

Logging

logging - (Python standard library) Logging facility for Python.

Package Management

poetrystars19.9k - Python dependency management and packaging made easy.

Package Repositories

warehousestars3k - Next generation Python Package Repository (PyPI).

RPC Servers

zeroRPCstars2.9k - zerorpc is a flexible RPC implementation based on ZeroMQ and MessagePack.

Science

Open Babel - A chemical toolbox designed to speak the many languages of chemical data.

Search

elasticsearch-dsl-pystars3.5k - The official high-level Python client for Elasticsearch.

elasticsearch-py - The official low-level Python client for Elasticsearch.

Static Site Generator

mkdocsstars14.3k - Markdown friendly documentation generator.

pelicanstars11k - Static site generator that supports Markdown and reST syntax.

Template Engine

Jinja2stars8.5k - A modern and designer friendly templating language.

Video

vidgearstars2.2k - Most Powerful multi-threaded Video Processing framework.

Web Crawling

portiastars8.5k - Visual scraping for Scrapy.

Newsletters

Python Weekly

Logging

structlog - Structured logging made easy.

Logging

logbook - Logging replacement for Python.

sentry-pythonstars1.2k - Sentry SDK for Python.

Computer Vision

EasyOCRstars14.9k - Ready-to-use OCR with 40+ languages supported.

Korniastars6.6k - Open Source Differentiable Computer Vision Library for PyTorch.

pytesseractstars4.2k - A wrapper for Google Tesseract OCR.

Asynchronous Programming

triostars4.7k - A friendly library for async concurrency and I/O.

Image Processing

PyMattingstars1.2k - A library for alpha matting.

GUI Development

pygletstars1.1k - A cross-platform windowing and multimedia library for Python.

DevOps Tools

Configuration Management

• ansiblestars53.3k - A radically simple IT automation platform.
• cloudinit - A multi-distribution package that handles early initialization of a cloud instance.
• OpenStack - Open source software for building private and public clouds.
• pyinfrastars1.5k - A versatile CLI tools and python libraries to automate infrastructure.
• saltstackstars12.5k - Infrastructure automation and management system.

SSH-style Deployment

• cuisinestars1.2k - Chef-like functionality for Fabric.
• fabricstars13.4k - A simple, Pythonic tool for remote execution and deployment.
• fabtoolsstars1.3k - Tools for writing awesome Fabric files.

Process Management

• honchostars1.5k - A Python clone of Foremanstars5.7k, for managing Procfile-based applications.
• supervisorstars7.3k - Supervisor process control system for UNIX.

Monitoring

• psutilstars8.4k - A cross-platform process and system utilities module.

Backup

• BorgBackup - A deduplicating archiver with compression and encryption.

Others

• docker-compose - Fast, isolated development environments using Docker.

Podcasts

Django Chat

Running in Production

Podcast.__init__

Books

Fluent Python

Websites

Tutorials

• Full Stack Python
• Python Cheatsheet
• Real Python
• The Hitchhiker’s Guide to Python
• Ultimate Python study guidestars3.6k

Libraries

• Awesome Python @LibHunt

Others

• Python ZEEF
• Pythonic News
• What the f*ck Python!stars28.8k

Newsletters

Awesome Python Newsletter

ASGI Servers

daphnestars1.8k - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP.

Algorithms and Design Patterns

Algorithms

• algorithmsstars20.8k - Minimal examples of data structures and algorithms.
• python-dsstars1.7k - A collection of data structure and algorithms for coding interviews.
• sortedcontainersstars2.5k - Fast and pure-Python implementation of sorted collections.
• TheAlgorithmsstars136.4k - All Algorithms implemented in Python.

Design Patterns

• PyPattyrnstars1.5k - A simple yet effective library for implementing common design patterns.
• python-patternsstars31.5k - A collection of design patterns in Python.
• transitionsstars4.4k - A lightweight, object-oriented finite state machine implementation.

Functional Programming

Coconutstars3.5k - A variant of Python built for simple, elegant, Pythonic functional programming.

more-itertoolsstars2.5k - More routines for operating on iterables, beyond itertools.

RPC Servers

RPyCstars1.2k (Remote Python Call) - A transparent and symmetric RPC library for Python

Computer Vision

SimpleCVstars2.6k - An open source framework for building computer vision applications.

CMS

indicostars1.3k - A feature-rich event management system, made @ CERN.

Distribution

shivstars1.4k - A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included.

Podcasts

The Real Python Podcast

Configuration

profig - Config from multiple formats with value conversion.

Implementations

PyPy - A very fast and compliant implementation of the Python language.

Data Visualization

diagramsstars18.4k - Diagram as Code.

Date and Time

Arrow - A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps.

Science

Karate Clubstars1.6k - Unsupervised machine learning toolbox for graph structured data.

HTTP Clients

httpxstars8.8k - A next generation HTTP client for Python.

grequestsstars4k - requests + gevent for asynchronous HTTP requests.

requestsstars47.5k - HTTP Requests for Humans.

Logging

logurustars11.8k - Library which aims to bring enjoyable logging in Python.

Email

Mail Servers

• modoboastars2.1k - A mail hosting and management platform including a modern Web UI.
• salmonstars543 - A Python Mail Server.

Clients

• imboxstars1.1k - Python IMAP for Humans.
• yagmailstars2.3k - Yet another Gmail/SMTP client.

Others

• flankerstars1.5k - An email address and Mime parsing library.
• mailerstars243 - High-performance extensible mail delivery framework.

Web Content Extracting

requests-htmlstars12.6k - Pythonic HTML Parsing for Humans.

Package Management

pip - The package installer for Python.

• pip-toolsstars5.9k - A set of tools to keep your pinned Python dependencies fresh.
• PyPI

Refactoring

Bicycle Repair Man - Bicycle Repair Man, a refactoring tool for Python.

Bowler - Safe code refactoring for modern Python.

Ropestars1.3k - Rope is a python refactoring library.

GraphQL

tartiflette-aiohttpstars58 - An aiohttp-based wrapper for Tartiflette to expose GraphQL APIs over HTTP.

tartiflette-asgistars99 - ASGI support for the Tartiflette GraphQL engine.

Asynchronous Programming

asyncio - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.

• awesome-asynciostars3.5k

Twisted - An event-driven networking engine.

Network Virtualization

poxstars571 - A Python-based SDN control applications, such as OpenFlow SDN controllers.

Processes

delegator.pystars1.6k - Subprocesses for Humans 2.0.

Task Queues

hueystars4k - Little multi-threaded task queue.

mrqstars866 - A distributed worker task queue in Python using Redis & gevent.

rqstars8.3k - Simple job queues for Python.

WebSocket

channelsstars5.3k - Developer-friendly asynchrony for Django.

websocketsstars3.9k - A library for building WebSocket servers and clients with a focus on correctness and simplicity.

WSGI Servers

bjoernstars2.8k - Asynchronous, very fast and written in C.

uWSGI - A project aims at developing a full stack for building hosting services, written in C.

waitressstars1.1k - Multi-threaded, powers Pyramid.

werkzeug - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.

Serialization

ultrajsonstars3.7k - A fast JSON decoder and encoder written in C with Python bindings.

Web Frameworks

Synchronous

• Django - The most popular web framework in Python.
  • awesome-djangostars799
  • awesome-djangostars5.4k
• Flask - A microframework for Python.
  • awesome-flaskstars10.6k
• Pyramid - A small, fast, down-to-earth, open source Python web framework.
  • awesome-pyramidstars526
• Masonitestars1.8k - The modern and developer centric Python web framework.

Asynchronous

• Tornado - A web framework and asynchronous networking library.

GUI Development

enamlstars1.2k - Creating beautiful user-interfaces with Declarative Syntax like QML.

News Feed

Stream Frameworkstars4.6k - Building news feed and notification systems using Cassandra and Redis.

Microsoft Windows

PyWin32stars3.7k - Python Extensions for Windows.

Image Processing

pyvipsstars405 - A fast image processing library with low memory needs.

Code Analysis

Static Type Checkers, also see awesome-python-typingstars1k

• mypy - Check variable types during compile time.
• pyre-checkstars5.9k - Performant type checking.
• typeshedstars2.9k - Collection of library stubs for Python, with static types.

Date and Time

PyTimestars146 - An easy-to-use Python module which aims to operate date/time/datetime by string.

Data Visualization

Dash - Built on top of Flask, React and Plotly aimed at analytical web applications.

• awesome-dashstars1.5k

Code Analysis

Code Formatters

• blackstars27.5k - The uncompromising Python code formatter.
• isortstars4.9k - A Python utility / library to sort imports.
• yapfstars12.5k - Yet another Python code formatter from Google.

Admin Panels

django-grappelli - A jazzy skin for the Django Admin-Interface.

django-jetstars3.3k - Modern responsive template for the Django admin interface with improved functionality.

django-suit - Alternative Django Admin-Interface (free only for Non-commercial use).

Job Scheduler

Joblib - A set of tools to provide lightweight pipelining in Python.

Science

Colour - Implementing a comprehensive number of colour theory transformations and algorithms.

URL Manipulation

webargsstars1.3k - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks.

Cryptography

paramikostars7.7k - The leading native Python SSHv2 protocol library.

E-commerce

moneystars205 - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange.

GUI Development

Eelstars5k - A library for making simple Electron-like offline HTML/JS GUI apps.

PyQt - Python bindings for the Qt cross-platform application and UI framework.

PySimpleGUIstars10.1k - Wrapper for tkinter, Qt, WxPython and Remi.

pywebviewstars2.9k - A lightweight cross-platform native wrapper around a webview component.

Game Development

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.

Geolocation

django-countriesstars1.1k - A Django app that provides a country field for models and forms.

Implementations

Cython - Optimizing Static Compiler for Python.

IronPythonstars1.8k - Implementation of the Python programming language written in C#.

Jython - Implementation of Python programming language written in Java for the JVM.

MicroPythonstars14.2k - A lean and efficient Python programming language implementation.

PeachPystars1.6k - x86-64 assembler embedded in Python.

Pystonstars5k - A Python implementation using JIT techniques.

Stackless Pythonstars825 - An enhanced version of the Python programming language.

Caching

HermesCache - Python caching library with tag-based invalidation and dogpile effect prevention.

Compatibility

six - Python 2 and 3 compatibility utilities.

Data Visualization

PyGraphviz - Python interface to Graphviz.

Foreign Function Interface

cffi - Foreign Function Interface for Python calling C code.

HTML Manipulation

cssutils - A CSS library for Python.

Environment Management

virtualenvstars4.2k - A tool to create isolated Python environments.

Forms

django-bootstrap4stars961 - Bootstrap 4 integration with Django.

Package Repositories

bandersnatchstars310 - PyPI mirroring tool provided by Python Packaging Authority (PyPA).

Web Crawling

feedparser - Universal feed parser.

grab - Site scraping framework.

MechanicalSoupstars3.9k - A Python library for automating interaction with websites.

robobrowserstars3.6k - A simple, Pythonic library for browsing the web without a standalone web browser.

scrapy - A fast high-level screen scraping and web crawling framework.

WebSocket

autobahn-pythonstars2.3k - WebSocket & WAMP for Python on Twisted and asyncio.

Caching

beakerstars481 - A WSGI middleware for sessions and caching.

pylibmcstars455 - A Python wrapper around the libmemcached interface.

python-diskcache - SQLite and file backed cache backend with faster lookups than memcached and redis.

ChatOps Tools

errbotstars2.7k - The easiest and most popular chatbot to implement ChatOps.

Debugging Tools

Tracing

• lptracestars683 - strace for Python programs.
• manholestars327 - Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt.
• pyringestars1.6k - Debugger capable of attaching to and injecting code into Python processes.
• python-hunterstars670 - A flexible code tracing toolkit.

Deep Learning

caffestars32.6k - A fast open framework for deep learning..

kerasstars55.3k - A high-level neural networks library and capable of running on top of either TensorFlow or Theano.

mxnetstars20k - A deep learning framework designed for both efficiency and flexibility.

pytorchstars56.3k - Tensors and Dynamic neural networks in Python with strong GPU acceleration.

SerpentAI - Game agent framework. Use any video game as a deep learning sandbox.

tensorflowstars165.3k - The most popular Deep Learning framework created by Google.

Documentation

sphinxstars4.6k - Python Documentation generator.

• awesome-sphinxdocstars791

pdocstars1.2k - Epydoc replacement to auto generate API documentation for Python libraries.

pyccostars773 - The literate-programming-style documentation generator.

Downloader

you-get - A YouTube/Youku/Niconico video downloader written in Python 3.

youtube-dl - A small command-line program to download videos from YouTube.

GUI Development

Gooeystars16.2k - Turn command line programs into a full GUI application with one line.

Miscellaneous

boltonsstars5.8k - A set of pure-Python utilities.

tryton - A general purpose business framework.

Natural Language Processing

General

• gensimstars13.2k - Topic Modeling for Humans.
• langid.pystars2k - Stand-alone language identification system.
• nltk - A leading platform for building Python programs to work with human language data.
• patternstars8.2k - A web mining module.
• polyglotstars2k - Natural language pipeline supporting hundreds of languages.
• pytextstars6.3k - A natural language modeling framework based on PyTorch.
• PyTorch-NLPstars2.1k - A toolkit enabling rapid deep learning NLP prototyping for research.
• spacy - A library for industrial-strength natural language processing in Python and Cython.
• Stanzastars6.1k - The Stanford NLP Group's official Python library, supporting 60+ languages.

Chinese

• funNLPstars40.7k - A collection of tools and datasets for Chinese NLP.
• jiebastars28.6k - The most popular Chinese text segmentation library.
• pkuseg-pythonstars5.9k - A toolkit for Chinese word segmentation in various domains.
• snownlpstars5.8k - A library for processing Chinese text.

Network Virtualization

mininetstars4.4k - A popular network emulator and API written in Python.

napalmstars1.9k - Cross-vendor API to manipulate network devices.

Package Repositories

devpistars558 - PyPI server and packaging/testing/release tool.

Processes

sarge - Yet another wrapper for subprocess.

Recommender Systems

lightfmstars4k - A Python implementation of a number of popular recommendation algorithms.

spotlightstars2.7k - Deep recommender models using PyTorch.

Surprisestars5.4k - A scikit for building and analyzing recommender systems.

tensorrecstars1.2k - A Recommendation Engine Framework in TensorFlow.

Search

django-haystackstars3.3k - Modular search for Django.

pysolrstars617 - A lightweight Python wrapper for Apache Solr.

whoosh - A fast, pure Python search engine library.

Static Site Generator

lektorstars3.6k - An easy to use static CMS and blog engine.

nikolastars2.3k - A static website and blog generator.

Tagging

django-taggitstars2.9k - Simple tagging for Django.

Template Engine

Genshi - Python templating toolkit for generation of web-aware output.

Text Processing

Unique identifiers

• hashidsstars1.3k - Implementation of hashids in Python.
• shortuuidstars1.7k - A generator library for concise, unambiguous and URL-safe UUIDs.

Video

moviepy - A module for script-based movie editing with many formats, including animated GIFs.

Authentication

JWT

• pyjwtstars4.2k - JSON Web Token implementation in Python.
• python-josestars1.1k - A JOSE implementation in Python.
• python-jwtstars197 - A module for generating and verifying JSON Web Tokens.

Admin Panels

ajentistars6.8k - The admin panel your servers deserve.

wooeystars1.8k - A Django app which creates automatic web UIs for Python scripts.

Build Tools

pybuilderstars1.4k - A continuous build tool written in pure Python.

Built-in Classes Enhancement

DottedDictstars144 - A library that provides a method of accessing lists and dicts with a dotted path notation.

CMS

feincmsstars827 - One of the most advanced Content Management Systems built on Django.

mezzaninestars4.4k - A powerful, consistent, and flexible content management platform.

plone - A CMS built on top of the open source application server Zope.

quokkastars2.2k - Flexible, extensible, small CMS powered by Flask and MongoDB.

Kottistars379 - A high-level, Pythonic web application framework built on Pyramid.

Command-line Tools

CLI Enhancements

• httpiestars21.6k - A command line HTTP client, a user-friendly cURL replacement.
• iredisstars1.8k - Redis CLI with autocompletion and syntax highlighting.
• kube-shellstars2.1k - An integrated shell for working with the Kubernetes CLI.
• liteclistars1.6k - SQLite CLI with autocompletion and syntax highlighting.
• myclistars10.4k - MySQL CLI with autocompletion and syntax highlighting.
• pgclistars10.4k - PostgreSQL CLI with autocompletion and syntax highlighting.
• sawsstars5k - A Supercharged aws-clistars12.4k.

Compatibility

python-future - The missing compatibility layer between Python 2 and Python 3.

Concurrency and Parallelism

concurrent.futures - (Python standard library) A high-level interface for asynchronously executing callables.

scoopstars551 - Scalable Concurrent Operations in Python.

Configuration

configobjstars272 - INI file parser with validation.

configparser - (Python standard library) INI file parser.

Cryptography

passlib - Secure password storage/hashing library, very high level.

pynaclstars887 - Python binding to the Networking and Cryptography (NaCl) library.

Database

pickleDBstars663 - A simple and lightweight key-value store for Python.

tinydbstars5.1k - A tiny, document-oriented database.

ZODBstars529 - A native object database for Python. A key-value and object graph database.

Code Analysis

Code Linters

• flake8 - A wrapper around pycodestyle, pyflakes and McCabe.
  • awesome-flake8-extensionsstars798
• pylamastars892 - A code audit tool for Python and JavaScript.
• pylint - A fully customizable source code analyzer.
• wemake-python-styleguidestars1.9k - The strictest and most opinionated python linter ever.

Distributed Computing

Batch Processing

• daskstars9.9k - A flexible parallel computing library for analytic computing.
• luigistars15.7k - A module that helps you build complex pipelines of batch jobs.
• mrjobstars2.6k - Run MapReduce jobs on Hadoop or Amazon Web Services.
• PySpark - Apache Spark Python API.
• Raystars20.6k - A system for parallel and distributed Python that unifies the machine learning ecosystem.

Stream Processing

• faust - A stream processing library, porting the ideas from Kafka Streams to Python.
• streamparsestars1.5k - Run Python code against real-time streams of data via Apache Storm.

Serialization

python-rapidjsonstars454 - A Python wrapper around RapidJSONstars12k.

pysimdjsonstars534 - A Python bindings for simdjsonstars15.7k.

marshmallowstars6.1k - A lightweight library for converting complex objects to and from simple Python datatypes.

Audio

Audio

• audioreadstars397 - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.
• dejavustars5.7k - Audio fingerprinting and recognition.
• kaprestars822 - Keras Audio Preprocessors.
• librosastars5.2k - Python library for audio and music analysis.
• matcheringstars619 - A library for automated reference audio mastering.
• mingus - An advanced music theory and notation package with MIDI file and playback support.
• pyAudioAnalysisstars4.8k - Audio feature extraction, classification, segmentation and applications.
• pydubstars6.1k - Manipulate audio with a simple and easy high level interface.
• TimeSidestars321 - Open web audio processing framework.

Metadata

• beets