https://github.com/correia-jpv/fucking-awesome-python
A curated list of awesome Python frameworks, libraries, software and resources. With repository stars⭐ and forks🍴
https://github.com/correia-jpv/fucking-awesome-python
List: fucking-awesome-python
awesome awesome-list collections list python python-framework python-library python-programming python-resources python3
Last synced: 29 days ago
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A curated list of awesome Python frameworks, libraries, software and resources. With repository stars⭐ and forks🍴
- Host: GitHub
- URL: https://github.com/correia-jpv/fucking-awesome-python
- Owner: Correia-jpv
- License: other
- Created: 2022-02-01T11:28:40.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2025-04-14T01:53:45.000Z (about 1 month ago)
- Last Synced: 2025-04-27T09:56:58.179Z (29 days ago)
- Topics: awesome, awesome-list, collections, list, python, python-framework, python-library, python-programming, python-resources, python3
- Language: Python
- Homepage:
- Size: 4.15 MB
- Stars: 13
- Watchers: 2
- Forks: 3
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- Funding: .github/FUNDING.yml
- License: LICENSE
Awesome Lists containing this project
- ultimate-awesome - fucking-awesome-python - A curated list of awesome Python frameworks, libraries, software and resources. With repository stars⭐ and forks🍴. (Other Lists / Julia Lists)
README
# Awesome Python [](https://github.com/sindresorhus/awesome)
An opinionated list of awesome Python frameworks, libraries, software and resources.
Inspired by 31462⭐ 5109🍴 [awesome-php](https://github.com/ziadoz/awesome-php)).
- [Awesome Python](#awesome-python)
- [Admin Panels](#admin-panels)
- [Algorithms and Design Patterns](#algorithms-and-design-patterns)
- [ASGI Servers](#asgi-servers)
- [Asynchronous Programming](#asynchronous-programming)
- [Audio](#audio)
- [Authentication](#authentication)
- [Build Tools](#build-tools)
- [Built-in Classes Enhancement](#built-in-classes-enhancement)
- [Caching](#caching)
- [ChatOps Tools](#chatops-tools)
- [CMS](#cms)
- [Code Analysis](#code-analysis)
- [Command-line Interface Development](#command-line-interface-development)
- [Command-line Tools](#command-line-tools)
- [Computer Vision](#computer-vision)
- [Configuration Files](#configuration-files)
- [Cryptography](#cryptography)
- [Data Analysis](#data-analysis)
- [Data Validation](#data-validation)
- [Data Visualization](#data-visualization)
- [Database Drivers](#database-drivers)
- [Database](#database)
- [Date and Time](#date-and-time)
- [Debugging Tools](#debugging-tools)
- [Deep Learning](#deep-learning)
- [DevOps Tools](#devops-tools)
- [Distributed Computing](#distributed-computing)
- [Distribution](#distribution)
- [Documentation](#documentation)
- [Downloader](#downloader)
- [Editor Plugins and IDEs](#editor-plugins-and-ides)
- [Email](#email)
- [Environment Management](#environment-management)
- [File Manipulation](#file-manipulation)
- [Functional Programming](#functional-programming)
- [Game Development](#game-development)
- [Geolocation](#geolocation)
- [GUI Development](#gui-development)
- [Hardware](#hardware)
- [HTML Manipulation](#html-manipulation)
- [HTTP Clients](#http-clients)
- [Image Processing](#image-processing)
- [Implementations](#implementations)
- [Interactive Interpreter](#interactive-interpreter)
- [Internationalization](#internationalization)
- [Job Scheduler](#job-scheduler)
- [Logging](#logging)
- [Machine Learning](#machine-learning)
- [Miscellaneous](#miscellaneous)
- [Natural Language Processing](#natural-language-processing)
- [Network Virtualization](#network-virtualization)
- [News Feed](#news-feed)
- [ORM](#orm)
- [Package Management](#package-management)
- [Package Repositories](#package-repositories)
- [Penetration testing](#penetration-testing)
- [Permissions](#permissions)
- [Processes](#processes)
- [Recommender Systems](#recommender-systems)
- [Refactoring](#refactoring)
- [RESTful API](#restful-api)
- [Robotics](#robotics)
- [RPC Servers](#rpc-servers)
- [Science](#science)
- [Search](#search)
- [Serialization](#serialization)
- [Serverless Frameworks](#serverless-frameworks)
- [Shell](#shell)
- [Specific Formats Processing](#specific-formats-processing)
- [Static Site Generator](#static-site-generator)
- [Tagging](#tagging)
- [Task Queues](#task-queues)
- [Template Engine](#template-engine)
- [Testing](#testing)
- [Text Processing](#text-processing)
- [Third-party APIs](#third-party-apis)
- [URL Manipulation](#url-manipulation)
- [Video](#video)
- [Web Asset Management](#web-asset-management)
- [Web Content Extracting](#web-content-extracting)
- [Web Crawling](#web-crawling)
- [Web Frameworks](#web-frameworks)
- [WebSocket](#websocket)
- [WSGI Servers](#wsgi-servers)
- [Resources](#resources)
- [Newsletters](#newsletters)
- [Podcasts](#podcasts)
- [Contributing](#contributing)
---
## Admin Panels
*Libraries for administrative interfaces.*
* 7693⭐ 861🍴 [ajenti](https://github.com/ajenti/ajenti)) - The admin panel your servers deserve.
* 3840⭐ 654🍴 [django-grappelli](https://github.com/sehmaschine/django-grappelli)) - A jazzy skin for the Django Admin-Interface.
* 5901⭐ 1596🍴 [flask-admin](https://github.com/flask-admin/flask-admin)) - Simple and extensible administrative interface framework for Flask.
* 6692⭐ 1111🍴 [flower](https://github.com/mher/flower)) - Real-time monitor and web admin for Celery.
* 1714⭐ 157🍴 [jet-bridge](https://github.com/jet-admin/jet-bridge)) - Admin panel framework for any application with nice UI (ex Jet Django).
* 2167⭐ 186🍴 [wooey](https://github.com/wooey/wooey)) - A Django app which creates automatic web UIs for Python scripts.
* 38785⭐ 3384🍴 [streamlit](https://github.com/streamlit/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 22283⭐ 2766🍴 [awesome-algorithms](https://github.com/tayllan/awesome-algorithms)).*
* Algorithms
* 24450⭐ 4658🍴 [algorithms](https://github.com/keon/algorithms)) - Minimal examples of data structures and algorithms.
* 2903⭐ 620🍴 [python-ds](https://github.com/prabhupant/python-ds)) - A collection of data structure and algorithms for coding interviews.
* 3715⭐ 209🍴 [sortedcontainers](https://github.com/grantjenks/python-sortedcontainers)) - Fast and pure-Python implementation of sorted collections.
* 199389⭐ 46569🍴 [thealgorithms](https://github.com/TheAlgorithms/Python)) - All Algorithms implemented in Python.
* Design Patterns
* 2301⭐ 159🍴 [pypattyrn](https://github.com/tylerlaberge/PyPattyrn)) - A simple yet effective library for implementing common design patterns.
* 41231⭐ 6975🍴 [python-patterns](https://github.com/faif/python-patterns)) - A collection of design patterns in Python.
* 5996⭐ 538🍴 [transitions](https://github.com/pytransitions/transitions)) - A lightweight, object-oriented finite state machine implementation.
## ASGI Servers
🌎 [ASGI](asgi.readthedocs.io/en/latest/)-compatible web servers.*
* 2483⭐ 275🍴 [daphne](https://github.com/django/daphne)) - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP.
* 9080⭐ 786🍴 [uvicorn](https://github.com/encode/uvicorn)) - A lightning-fast ASGI server implementation, using uvloop and httptools.
* 1274⭐ 112🍴 [hypercorn](https://github.com/pgjones/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 4765⭐ 332🍴 [awesome-asyncio](https://github.com/timofurrer/awesome-asyncio)).*
* 🌎 [asyncio](docs.python.org/3/library/asyncio.html) - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
- 4765⭐ 332🍴 [awesome-asyncio](https://github.com/timofurrer/awesome-asyncio))
* 🌎 [concurrent.futures](docs.python.org/3/library/concurrent.futures.html) - (Python standard library) A high-level interface for asynchronously executing callables.
* 🌎 [multiprocessing](docs.python.org/3/library/multiprocessing.html) - (Python standard library) Process-based parallelism.
* 6443⭐ 354🍴 [trio](https://github.com/python-trio/trio)) - A friendly library for async concurrency and I/O.
* 5735⭐ 1190🍴 [twisted](https://github.com/twisted/twisted)) - An event-driven networking engine.
* 10805⭐ 564🍴 [uvloop](https://github.com/MagicStack/uvloop)) - Ultra fast asyncio event loop.
* 1247⭐ 327🍴 [eventlet](https://github.com/eventlet/eventlet)) - Asynchronous framework with WSGI support.
* 6331⭐ 940🍴 [gevent](https://github.com/gevent/gevent)) - A coroutine-based Python networking library that uses 1688⭐ 245🍴 [greenlet](https://github.com/python-greenlet/greenlet)).
## Audio
*Libraries for manipulating audio and its metadata.*
* Audio
* 508⭐ 108🍴 [audioread](https://github.com/beetbox/audioread)) - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.
* 3032⭐ 131🍴 [audioFlux](https://github.com/libAudioFlux/audioFlux)) - A library for audio and music analysis, feature extraction.
* 6531⭐ 1448🍴 [dejavu](https://github.com/worldveil/dejavu)) - Audio fingerprinting and recognition.
* 928⭐ 146🍴 [kapre](https://github.com/keunwoochoi/kapre)) - Keras Audio Preprocessors.
* 7545⭐ 982🍴 [librosa](https://github.com/librosa/librosa)) - Python library for audio and music analysis.
* 2012⭐ 200🍴 [matchering](https://github.com/sergree/matchering)) - A library for automated reference audio mastering.
* [mingus](http://bspaans.github.io/python-mingus/) - An advanced music theory and notation package with MIDI file and playback support.
* 6029⭐ 1216🍴 [pyaudioanalysis](https://github.com/tyiannak/pyAudioAnalysis)) - Audio feature extraction, classification, segmentation and applications.
* 9308⭐ 1078🍴 [pydub](https://github.com/jiaaro/pydub)) - Manipulate audio with a simple and easy high level interface.
* 385⭐ 58🍴 [timeside](https://github.com/Parisson/TimeSide)) - Open web audio processing framework.
* Metadata
* 13395⭐ 1865🍴 [beets](https://github.com/beetbox/beets)) - A music library manager and 🌎 [MusicBrainz](musicbrainz.org/) tagger.
* 570⭐ 62🍴 [eyed3](https://github.com/nicfit/eyeD3)) - A tool for working with audio files, specifically MP3 files containing ID3 metadata.
* 1680⭐ 169🍴 [mutagen](https://github.com/quodlibet/mutagen)) - A Python module to handle audio metadata.
* 741⭐ 102🍴 [tinytag](https://github.com/devsnd/tinytag)) - A library for reading music meta data of MP3, OGG, FLAC and Wave files.
## Authentication
*Libraries for implementing authentications schemes.*
* OAuth
* 4779⭐ 479🍴 [authlib](https://github.com/lepture/authlib)) - JavaScript Object Signing and Encryption draft implementation.
* 9875⭐ 3083🍴 [django-allauth](https://github.com/pennersr/django-allauth)) - Authentication app for Django that "just works."
* 3231⭐ 801🍴 [django-oauth-toolkit](https://github.com/jazzband/django-oauth-toolkit)) - OAuth 2 goodies for Django.
* 2871⭐ 488🍴 [oauthlib](https://github.com/oauthlib/oauthlib)) - A generic and thorough implementation of the OAuth request-signing logic.
* JWT
* 5329⭐ 699🍴 [pyjwt](https://github.com/jpadilla/pyjwt)) - JSON Web Token implementation in Python.
* ?⭐ ?🍴 [python-jose](https://github.com/mpdavis/python-jose/)) - A JOSE implementation in Python.
## Build Tools
*Compile software from source code.*
* 454⭐ 260🍴 [bitbake](https://github.com/openembedded/bitbake)) - A make-like build tool for embedded Linux.
* 583⭐ 174🍴 [buildout](https://github.com/buildout/buildout)) - A build system for creating, assembling and deploying applications from multiple parts.
* 8230⭐ 808🍴 [platformio](https://github.com/platformio/platformio-core)) - A console tool to build code with different development platforms.
* 1791⭐ 258🍴 [pybuilder](https://github.com/pybuilder/pybuilder)) - A continuous build tool written in pure Python.
* 2197⭐ 328🍴 [scons](https://github.com/SCons/scons)) - A software construction tool.
## Built-in Classes Enhancement
*Libraries for enhancing Python built-in classes.*
* 5449⭐ 385🍴 [attrs](https://github.com/python-attrs/attrs)) - Replacement for `__init__`, `__eq__`, `__repr__`, etc. boilerplate in class definitions.
* 1510⭐ 62🍴 [bidict](https://github.com/jab/bidict)) - Efficient, Pythonic bidirectional map data structures and related functionality..
* 2709⭐ 112🍴 [box](https://github.com/cdgriffith/Box)) - Python dictionaries with advanced dot notation access.
* 🌎 [dataclasses](docs.python.org/3/library/dataclasses.html) - (Python standard library) Data classes.
* 201⭐ 25🍴 [dotteddict](https://github.com/carlosescri/DottedDict)) - A library that provides a method of accessing lists and dicts with a dotted path notation.
## CMS
*Content Management Systems.*
* 984⭐ 234🍴 [feincms](https://github.com/feincms/feincms)) - One of the most advanced Content Management Systems built on Django.
* 1861⭐ 457🍴 [indico](https://github.com/indico/indico)) - A feature-rich event management system, made @ 🌎 [CERN](en.wikipedia.org/wiki/CERN).
* 19061⭐ 4058🍴 [wagtail](https://github.com/wagtail/wagtail)) - A Django content management system.
## Caching
*Libraries for caching data.*
* 533⭐ 143🍴 [beaker](https://github.com/bbangert/beaker)) - A WSGI middleware for sessions and caching.
* 882⭐ 159🍴 [django-cache-machine](https://github.com/django-cache-machine/django-cache-machine)) - Automatic caching and invalidation for Django models.
* 2175⭐ 231🍴 [django-cacheops](https://github.com/Suor/django-cacheops)) - A slick ORM cache with automatic granular event-driven invalidation.
* 264⭐ 48🍴 [dogpile.cache](https://github.com/sqlalchemy/dogpile.cache)) - dogpile.cache is a next generation replacement for Beaker made by the same authors.
* 🌎 [hermescache](pypi.org/project/HermesCache/) - Python caching library with tag-based invalidation and dogpile effect prevention.
* 481⭐ 138🍴 [pylibmc](https://github.com/lericson/pylibmc)) - A Python wrapper around the 🌎 [libmemcached](libmemcached.org/libMemcached.html) interface.
* 2518⭐ 144🍴 [python-diskcache](https://github.com/grantjenks/python-diskcache)) - SQLite and file backed cache backend with faster lookups than memcached and redis.
## ChatOps Tools
*Libraries for chatbot development.*
* ?⭐ ?🍴 [errbot](https://github.com/errbotio/errbot/)) - The easiest and most popular chatbot to implement ChatOps.
## Code Analysis
*Tools of static analysis, linters and code quality checkers. Also see 13720⭐ 1384🍴 [awesome-static-analysis](https://github.com/mre/awesome-static-analysis)).*
* Code Analysis
* 4217⭐ 309🍴 [code2flow](https://github.com/scottrogowski/code2flow)) - Turn your Python and JavaScript code into DOT flowcharts.
* 1992⭐ 175🍴 [prospector](https://github.com/PyCQA/prospector)) - A tool to analyse Python code.
* 3769⭐ 164🍴 [vulture](https://github.com/jendrikseipp/vulture)) - A tool for finding and analysing dead Python code.
* Code Linters
* 3580⭐ 324🍴 [flake8](https://github.com/PyCQA/flake8)) - A wrapper around `pycodestyle`, `pyflakes` and McCabe.
* 1244⭐ 54🍴 [awesome-flake8-extensions](https://github.com/DmytroLitvinov/awesome-flake8-extensions))
* 5447⭐ 1171🍴 [pylint](https://github.com/pylint-dev/pylint)) - A fully customizable source code analyzer.
* Code Formatters
* 40068⭐ 2569🍴 [black](https://github.com/psf/black)) - The uncompromising Python code formatter.
* 6655⭐ 598🍴 [isort](https://github.com/timothycrosley/isort)) - A Python utility / library to sort imports.
* 13875⭐ 898🍴 [yapf](https://github.com/google/yapf)) - Yet another Python code formatter from Google.
* Static Type Checkers, also see 1791⭐ 70🍴 [awesome-python-typing](https://github.com/typeddjango/awesome-python-typing))
* 19182⭐ 2910🍴 [mypy](https://github.com/python/mypy)) - Check variable types during compile time.
* 6979⭐ 446🍴 [pyre-check](https://github.com/facebook/pyre-check)) - Performant type checking.
* 4585⭐ 1820🍴 [typeshed](https://github.com/python/typeshed)) - Collection of library stubs for Python, with static types.
* Static Type Annotations Generators
* 4872⭐ 177🍴 [monkeytype](https://github.com/Instagram/MonkeyType)) - A system for Python that generates static type annotations by collecting runtime types.
* 4865⭐ 284🍴 [pytype](https://github.com/google/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
* 1272⭐ 116🍴 [cement](https://github.com/datafolklabs/cement)) - CLI Application Framework for Python.
* ?⭐ ?🍴 [click](https://github.com/pallets/click/)) - A package for creating beautiful command line interfaces in a composable way.
* 245⭐ 52🍴 [cliff](https://github.com/openstack/cliff)) - A framework for creating command-line programs with multi-level commands.
* 27554⭐ 1448🍴 [python-fire](https://github.com/google/python-fire)) - A library for creating command line interfaces from absolutely any Python object.
* 9633⭐ 729🍴 [python-prompt-toolkit](https://github.com/prompt-toolkit/python-prompt-toolkit)) - A library for building powerful interactive command lines.
* Terminal Rendering
* 5817⭐ 212🍴 [alive-progress](https://github.com/rsalmei/alive-progress)) - A new kind of Progress Bar, with real-time throughput, eta and very cool animations.
* 3730⭐ 242🍴 [asciimatics](https://github.com/peterbrittain/asciimatics)) - A package to create full-screen text UIs (from interactive forms to ASCII animations).
* 1887⭐ 142🍴 [bashplotlib](https://github.com/glamp/bashplotlib)) - Making basic plots in the terminal.
* 3647⭐ 259🍴 [colorama](https://github.com/tartley/colorama)) - Cross-platform colored terminal text.
* 51673⭐ 1818🍴 [rich](https://github.com/Textualize/rich)) - Python library for rich text and beautiful formatting in the terminal. Also provides a great `RichHandler` log handler.
* 29659⭐ 1380🍴 [tqdm](https://github.com/tqdm/tqdm)) - Fast, extensible progress bar for loops and CLI.
## Command-line Tools
*Useful CLI-based tools for productivity.*
* Productivity Tools
* 2425⭐ 200🍴 [copier](https://github.com/copier-org/copier)) - A library and command-line utility for rendering projects templates.
* 23372⭐ 2056🍴 [cookiecutter](https://github.com/cookiecutter/cookiecutter)) - A command-line utility that creates projects from cookiecutters (project templates).
* 3485⭐ 101🍴 [doitlive](https://github.com/sloria/doitlive)) - A tool for live presentations in the terminal.
* 10697⭐ 868🍴 [howdoi](https://github.com/gleitz/howdoi)) - Instant coding answers via the command line.
* 4526⭐ 371🍴 [invoke](https://github.com/pyinvoke/invoke)) - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.
* 5159⭐ 278🍴 [pathpicker](https://github.com/facebook/PathPicker)) - Select files out of bash output.
* 91428⭐ 3672🍴 [thefuck](https://github.com/nvbn/thefuck)) - Correcting your previous console command.
* 4188⭐ 231🍴 [tmuxp](https://github.com/tmux-python/tmuxp)) - A 37089⭐ 2180🍴 [tmux](https://github.com/tmux/tmux)) session manager.
* 732⭐ 32🍴 [try](https://github.com/timofurrer/try)) - A dead simple CLI to try out python packages - it's never been easier.
* CLI Enhancements
* 35273⭐ 3696🍴 [httpie](https://github.com/httpie/cli)) - A command line HTTP client, a user-friendly cURL replacement.
* 2622⭐ 114🍴 [iredis](https://github.com/laixintao/iredis)) - Redis CLI with autocompletion and syntax highlighting.
* 2964⭐ 85🍴 [litecli](https://github.com/dbcli/litecli)) - SQLite CLI with autocompletion and syntax highlighting.
* 11597⭐ 663🍴 [mycli](https://github.com/dbcli/mycli)) - MySQL CLI with autocompletion and syntax highlighting.
* 12370⭐ 556🍴 [pgcli](https://github.com/dbcli/pgcli)) - PostgreSQL CLI with autocompletion and syntax highlighting.
## Computer Vision
*Libraries for Computer Vision.*
* 26305⭐ 3294🍴 [easyocr](https://github.com/JaidedAI/EasyOCR)) - Ready-to-use OCR with 40+ languages supported.
* ?⭐ ?🍴 [kornia](https://github.com/kornia/kornia/)) - Open Source Differentiable Computer Vision Library for PyTorch.
* 🌎 [opencv](opencv.org/) - Open Source Computer Vision Library.
* 6071⭐ 722🍴 [pytesseract](https://github.com/madmaze/pytesseract)) - A wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr).
* 2085⭐ 255🍴 [tesserocr](https://github.com/sirfz/tesserocr)) - Another simple, Pillow-friendly, wrapper around the `tesseract-ocr` API for OCR.
## Configuration Files
*Libraries for storing and parsing configuration options.*
* 🌎 [configparser](docs.python.org/3/library/configparser.html) - (Python standard library) INI file parser.
* 325⭐ 77🍴 [configobj](https://github.com/DiffSK/configobj)) - INI file parser with validation.
* 9208⭐ 674🍴 [hydra](https://github.com/facebookresearch/hydra)) - Hydra is a framework for elegantly configuring complex applications.
* 2905⭐ 201🍴 [python-decouple](https://github.com/HBNetwork/python-decouple)) - Strict separation of settings from code.
## Cryptography
* 6985⭐ 1592🍴 [cryptography](https://github.com/pyca/cryptography)) - A package designed to expose cryptographic primitives and recipes to Python developers.
* 9314⭐ 2011🍴 [paramiko](https://github.com/paramiko/paramiko)) - The leading native Python SSHv2 protocol library.
* 1121⭐ 239🍴 [pynacl](https://github.com/pyca/pynacl)) - Python binding to the Networking and Cryptography (NaCl) library.
## Data Analysis
*Libraries for data analyzing.*
* [pandas](http://pandas.pydata.org/) - A library providing high-performance, easy-to-use data structures and data analysis tools.
* 4002⭐ 705🍴 [aws-sdk-pandas](https://github.com/aws/aws-sdk-pandas)) - Pandas on AWS.
* 9944⭐ 725🍴 [datasette](https://github.com/simonw/datasette)) - An open source multi-tool for exploring and publishing data.
* 1501⭐ 233🍴 [optimus](https://github.com/hi-primus/optimus)) - Agile Data Science Workflows made easy with PySpark.
## Data Validation
*Libraries for validating data. Used for forms in many cases.*
* 3197⭐ 239🍴 [cerberus](https://github.com/pyeve/cerberus)) - A lightweight and extensible data validation library.
* 456⭐ 145🍴 [colander](https://github.com/Pylons/colander)) - Validating and deserializing data obtained via XML, JSON, an HTML form post.
* 4735⭐ 588🍴 [jsonschema](https://github.com/python-jsonschema/jsonschema)) - An implementation of [JSON Schema](http://json-schema.org/) for Python.
* 2909⭐ 214🍴 [schema](https://github.com/keleshev/schema)) - A library for validating Python data structures.
* 2580⭐ 286🍴 [schematics](https://github.com/schematics/schematics)) - Data Structure Validation.
* 1832⭐ 216🍴 [voluptuous](https://github.com/alecthomas/voluptuous)) - A Python data validation library.
* 23258⭐ 2086🍴 [pydantic](https://github.com/pydantic/pydantic)) - Data validation using Python type hints.
## Data Visualization
*Libraries for visualizing data. Also see 34149⭐ 4456🍴 [awesome-javascript](https://github.com/sorrycc/awesome-javascript#data-visualization)).*
* 9697⭐ 801🍴 [altair](https://github.com/altair-viz/altair)) - Declarative statistical visualization library for Python.
* 19771⭐ 4215🍴 [bokeh](https://github.com/bokeh/bokeh)) - Interactive Web Plotting for Python.
* 3653⭐ 468🍴 [bqplot](https://github.com/bloomberg/bqplot)) - Interactive Plotting Library for the Jupyter Notebook.
* 1486⭐ 380🍴 [cartopy](https://github.com/SciTools/cartopy)) - A cartographic python library with matplotlib support.
* 40595⭐ 2602🍴 [diagrams](https://github.com/mingrammer/diagrams)) - Diagram as Code.
* 21043⭐ 7831🍴 [matplotlib](https://github.com/matplotlib/matplotlib)) - A Python 2D plotting library.
* 4178⭐ 233🍴 [plotnine](https://github.com/has2k1/plotnine)) - A grammar of graphics for Python based on ggplot2.
* 2703⭐ 416🍴 [pygal](https://github.com/Kozea/pygal)) - A Python SVG Charts Creator.
* ?⭐ ?🍴 [pygraphviz](https://github.com/pygraphviz/pygraphviz/)) - Python interface to [Graphviz](http://www.graphviz.org/).
* 4044⭐ 1117🍴 [pyqtgraph](https://github.com/pyqtgraph/pyqtgraph)) - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.
* 13026⭐ 1982🍴 [seaborn](https://github.com/mwaskom/seaborn)) - Statistical data visualization using Matplotlib.
* 3411⭐ 622🍴 [vispy](https://github.com/vispy/vispy)) - High-performance scientific visualization based on OpenGL.
## Database
*Databases implemented in Python.*
* 983⭐ 129🍴 [pickleDB](https://github.com/patx/pickledb)) - A simple and lightweight key-value store for Python.
* 7064⭐ 559🍴 [tinydb](https://github.com/msiemens/tinydb)) - A tiny, document-oriented database.
* 709⭐ 94🍴 [zodb](https://github.com/zopefoundation/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](http://shlomi-noach.github.io/awesome-mysql/)
* 2492⭐ 442🍴 [mysqlclient](https://github.com/PyMySQL/mysqlclient)) - MySQL connector with Python 3 support 🌎 [mysql-python](sourceforge.net/projects/mysql-python/) fork).
* 7755⭐ 1435🍴 [pymysql](https://github.com/PyMySQL/PyMySQL)) - A pure Python MySQL driver compatible to mysql-python.
* PostgreSQL - 10623⭐ 841🍴 [awesome-postgres](https://github.com/dhamaniasad/awesome-postgres))
* 1913⭐ 182🍴 [psycopg](https://github.com/psycopg/psycopg)) - The most popular PostgreSQL adapter for Python.
* SQlite - 348⭐ 36🍴 [awesome-sqlite](https://github.com/planetopendata/awesome-sqlite))
* 🌎 [sqlite3](docs.python.org/3/library/sqlite3.html) - (Python standard library) SQlite interface compliant with DB-API 2.0.
* 1798⭐ 116🍴 [sqlite-utils](https://github.com/simonw/sqlite-utils)) - Python CLI utility and library for manipulating SQLite databases.
* Other Relational Databases
* 856⭐ 311🍴 [pymssql](https://github.com/pymssql/pymssql)) - A simple database interface to Microsoft SQL Server.
* 1247⭐ 219🍴 [clickhouse-driver](https://github.com/mymarilyn/clickhouse-driver)) - Python driver with native interface for ClickHouse.
* NoSQL Databases
* 1402⭐ 549🍴 [cassandra-driver](https://github.com/datastax/python-driver)) - The Python Driver for Apache Cassandra.
* 608⭐ 162🍴 [happybase](https://github.com/python-happybase/happybase)) - A developer-friendly library for Apache HBase.
* 5723⭐ 1419🍴 [kafka-python](https://github.com/dpkp/kafka-python)) - The Python client for Apache Kafka.
* 4204⭐ 1115🍴 [pymongo](https://github.com/mongodb/mongo-python-driver)) - The official Python client for MongoDB.
* 2480⭐ 211🍴 [motor](https://github.com/mongodb/motor)) - The async Python driver for MongoDB.
* 12976⭐ 2579🍴 [redis-py](https://github.com/redis/redis-py)) - The Python client for Redis.
## Date and Time
*Libraries for working with dates and times.*
* 8831⭐ 693🍴 [arrow](https://github.com/arrow-py/arrow)) - A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps.
* 2440⭐ 507🍴 [dateutil](https://github.com/dateutil/dateutil)) - Extensions to the standard Python 🌎 [datetime](docs.python.org/3/library/datetime.html) module.
* 6406⭐ 396🍴 [pendulum](https://github.com/sdispater/pendulum)) - Python datetimes made easy.
* 🌎 [pytz](pypi.org/project/pytz/) - World timezone definitions, modern and historical. Brings the 🌎 [tz database](en.wikipedia.org/wiki/Tz_database) into Python.
## Debugging Tools
*Libraries for debugging code.*
* pdb-like Debugger
* 1909⭐ 147🍴 [ipdb](https://github.com/gotcha/ipdb)) - IPython-enabled 🌎 [pdb](docs.python.org/3/library/pdb.html).
* 3060⭐ 232🍴 [pudb](https://github.com/inducer/pudb)) - A full-screen, console-based Python debugger.
* Tracing
* 381⭐ 24🍴 [manhole](https://github.com/ionelmc/python-manhole)) - Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt.
* 814⭐ 48🍴 [python-hunter](https://github.com/ionelmc/python-hunter)) - A flexible code tracing toolkit.
* Profiler
* 13503⭐ 454🍴 [py-spy](https://github.com/benfred/py-spy)) - A sampling profiler for Python programs. Written in Rust.
* 3964⭐ 153🍴 [vprof](https://github.com/nvdv/vprof)) - Visual Python profiler.
* Others
* 8207⭐ 1058🍴 [django-debug-toolbar](https://github.com/jazzband/django-debug-toolbar)) - Display various debug information for Django.
* 959⭐ 146🍴 [flask-debugtoolbar](https://github.com/pallets-eco/flask-debugtoolbar)) - A port of the django-debug-toolbar to flask.
* 9676⭐ 200🍴 [icecream](https://github.com/gruns/icecream)) - Inspect variables, expressions, and program execution with a single, simple function call.
* 2094⭐ 520🍴 [pyelftools](https://github.com/eliben/pyelftools)) - Parsing and analyzing ELF files and DWARF debugging information.
## Deep Learning
*Frameworks for Neural Networks and Deep Learning. Also see 25123⭐ 6112🍴 [awesome-deep-learning](https://github.com/ChristosChristofidis/awesome-deep-learning)).*
* 62865⭐ 19572🍴 [keras](https://github.com/keras-team/keras)) - A high-level neural networks library and capable of running on top of either TensorFlow or Theano.
* 88930⭐ 23832🍴 [pytorch](https://github.com/pytorch/pytorch)) - Tensors and Dynamic neural networks in Python with strong GPU acceleration.
* 29290⭐ 3478🍴 [pytorch-lightning](https://github.com/Lightning-AI/pytorch-lightning)) - Deep learning framework to train, deploy, and ship AI products Lightning fast.
* 10361⭐ 1817🍴 [stable-baselines3](https://github.com/DLR-RM/stable-baselines3)) - PyTorch implementations of Stable Baselines (deep) reinforcement learning algorithms.
* 189353⭐ 74638🍴 [tensorflow](https://github.com/tensorflow/tensorflow)) - The most popular Deep Learning framework created by Google.
* 9938⭐ 2484🍴 [theano](https://github.com/Theano/Theano)) - A library for fast numerical computation.
## DevOps Tools
*Software and libraries for DevOps.*
* Configuration Management
* 64718⭐ 24016🍴 [ansible](https://github.com/ansible/ansible)) - A radically simple IT automation platform.
* 3198⭐ 933🍴 [cloudinit](https://github.com/canonical/cloud-init)) - A multi-distribution package that handles early initialization of a cloud instance.
* 🌎 [openstack](www.openstack.org/) - Open source software for building private and public clouds.
* 4171⭐ 400🍴 [pyinfra](https://github.com/pyinfra-dev/pyinfra)) - A versatile CLI tools and python libraries to automate infrastructure.
* 14460⭐ 5524🍴 [saltstack](https://github.com/saltstack/salt)) - Infrastructure automation and management system.
* SSH-style Deployment
* 1259⭐ 157🍴 [cuisine](https://github.com/sebastien/cuisine)) - Chef-like functionality for Fabric.
* 15076⭐ 1945🍴 [fabric](https://github.com/fabric/fabric)) - A simple, Pythonic tool for remote execution and deployment.
* Process Management
* 8697⭐ 1248🍴 [supervisor](https://github.com/Supervisor/supervisor)) - Supervisor process control system for UNIX.
* Monitoring
* 10577⭐ 1399🍴 [psutil](https://github.com/giampaolo/psutil)) - A cross-platform process and system utilities module.
* Backup
* 11703⭐ 761🍴 [borg](https://github.com/borgbackup/borg)) - A deduplicating archiver with compression and encryption.
## Distributed Computing
*Frameworks and libraries for Distributed Computing.*
* Batch Processing
* 13119⭐ 1754🍴 [dask](https://github.com/dask/dask)) - A flexible parallel computing library for analytic computing.
* 18222⭐ 2415🍴 [luigi](https://github.com/spotify/luigi)) - A module that helps you build complex pipelines of batch jobs.
* 40930⭐ 28479🍴 [PySpark](https://github.com/apache/spark)) - 🌎 [Apache Spark](spark.apache.org/) Python API.
* ?⭐ ?🍴 [Ray](https://github.com/ray-project/ray/)) - A system for parallel and distributed Python that unifies the machine learning ecosystem.
* Stream Processing
* 6783⭐ 535🍴 [faust](https://github.com/robinhood/faust)) - A stream processing library, porting the ideas from 🌎 [Kafka Streams](kafka.apache.org/documentation/streams/) to Python.
* 1495⭐ 218🍴 [streamparse](https://github.com/Parsely/streamparse)) - Run Python code against real-time streams of data via [Apache Storm](http://storm.apache.org/).
## Distribution
*Libraries to create packaged executables for release distribution.*
* 386⭐ 40🍴 [py2app](https://github.com/ronaldoussoren/py2app)) - Freezes Python scripts (Mac OS X).
* 926⭐ 102🍴 [py2exe](https://github.com/py2exe/py2exe)) - Freezes Python scripts (Windows).
* 4145⭐ 310🍴 [pyarmor](https://github.com/dashingsoft/pyarmor)) - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
* 12285⭐ 1972🍴 [pyinstaller](https://github.com/pyinstaller/pyinstaller)) - Converts Python programs into stand-alone executables (cross-platform).
* 1823⭐ 103🍴 [shiv](https://github.com/linkedin/shiv)) - A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included.
## Documentation
*Libraries for generating project documentation.*
* ?⭐ ?🍴 [sphinx](https://github.com/sphinx-doc/sphinx/)) - Python Documentation generator.
* 945⭐ 72🍴 [awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc))
* 2092⭐ 199🍴 [pdoc](https://github.com/mitmproxy/pdoc)) - Epydoc replacement to auto generate API documentation for Python libraries.
## Downloader
*Libraries for downloading.*
* 11326⭐ 2167🍴 [akshare](https://github.com/jindaxiang/akshare)) - A financial data interface library, built for human beings!
* 4694⭐ 911🍴 [s3cmd](https://github.com/s3tools/s3cmd)) - A command line tool for managing Amazon S3 and CloudFront.
* ?⭐ ?🍴 [youtube-dl](https://github.com/ytdl-org/youtube-dl/)) - A command-line program to download videos from YouTube and other video sites.
## Editor Plugins and IDEs
* Emacs
* 1910⭐ 260🍴 [elpy](https://github.com/jorgenschaefer/elpy)) - Emacs Python Development Environment.
* Vim
* 5311⭐ 372🍴 [jedi-vim](https://github.com/davidhalter/jedi-vim)) - Vim bindings for the Jedi auto-completion library for Python.
* 5460⭐ 775🍴 [python-mode](https://github.com/python-mode/python-mode)) - An all in one plugin for turning Vim into a Python IDE.
* 25597⭐ 2794🍴 [YouCompleteMe](https://github.com/Valloric/YouCompleteMe)) - Includes 5919⭐ 516🍴 [Jedi](https://github.com/davidhalter/jedi))-based completion engine for Python.
* Visual Studio
* 2538⭐ 673🍴 [PTVS](https://github.com/Microsoft/PTVS)) - Python Tools for Visual Studio.
* Visual Studio Code
* 🌎 [Python](marketplace.visualstudio.com/items?itemName=ms-python.python) - The official VSCode extension with rich support for Python.
* IDE
* 🌎 [PyCharm](www.jetbrains.com/pycharm/) - Commercial Python IDE by JetBrains. Has free community edition available.
* 8646⭐ 1666🍴 [spyder](https://github.com/spyder-ide/spyder)) - Open Source Python IDE.
## Email
*Libraries for sending and parsing email.*
* Mail Servers
* 3211⭐ 422🍴 [modoboa](https://github.com/modoboa/modoboa)) - A mail hosting and management platform including a modern Web UI.
* 655⭐ 69🍴 [salmon](https://github.com/moggers87/salmon)) - A Python Mail Server.
* Clients
* 1195⭐ 189🍴 [imbox](https://github.com/martinrusev/imbox)) - Python IMAP for Humans.
* 2685⭐ 268🍴 [yagmail](https://github.com/kootenpv/yagmail)) - Yet another Gmail/SMTP client.
* Others
* 1640⭐ 205🍴 [flanker](https://github.com/mailgun/flanker)) - An email address and Mime parsing library.
* 279⭐ 60🍴 [mailer](https://github.com/marrow/mailer)) - High-performance extensible mail delivery framework.
## Environment Management
*Libraries for Python version and virtual environment management.*
* 41627⭐ 3157🍴 [pyenv](https://github.com/pyenv/pyenv)) - Simple Python version management.
* 4892⭐ 1047🍴 [virtualenv](https://github.com/pypa/virtualenv)) - A tool to create isolated Python environments.
## File Manipulation
*Libraries for file manipulation.*
* 🌎 [mimetypes](docs.python.org/3/library/mimetypes.html) - (Python standard library) Map filenames to MIME types.
* 🌎 [pathlib](docs.python.org/3/library/pathlib.html) - (Python standard library) An cross-platform, object-oriented path library.
* 1115⭐ 148🍴 [path.py](https://github.com/jaraco/path.py)) - A module wrapper for 🌎 [os.path](docs.python.org/3/library/os.path.html).
* 2740⭐ 289🍴 [python-magic](https://github.com/ahupp/python-magic)) - A Python interface to the libmagic file type identification library.
* 6859⭐ 711🍴 [watchdog](https://github.com/gorakhargosh/watchdog)) - API and shell utilities to monitor file system events.
## Functional Programming
*Functional Programming with Python.*
* 4165⭐ 126🍴 [coconut](https://github.com/evhub/coconut)) - A variant of Python built for simple, elegant, Pythonic functional programming.
* 3416⭐ 147🍴 [funcy](https://github.com/Suor/funcy)) - A fancy and practical functional tools.
* 3849⭐ 295🍴 [more-itertools](https://github.com/erikrose/more-itertools)) - More routines for operating on iterables, beyond `itertools`.
* 3879⭐ 129🍴 [returns](https://github.com/dry-python/returns)) - A set of type-safe monads, transformers, and composition utilities.
* ?⭐ ?🍴 [cytoolz](https://github.com/pytoolz/cytoolz/)) - Cython implementation of `Toolz`: High performance functional utilities.
* 4828⭐ 266🍴 [toolz](https://github.com/pytoolz/toolz)) - A collection of functional utilities for iterators, functions, and dictionaries.
## GUI Development
*Libraries for working with graphical user interface applications.*
* 🌎 [curses](docs.python.org/3/library/curses.html) - Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal GUI applications.
* 6666⭐ 598🍴 [Eel](https://github.com/ChrisKnott/Eel)) - A library for making simple Electron-like offline HTML/JS GUI apps.
* 1552⭐ 131🍴 [enaml](https://github.com/nucleic/enaml)) - Creating beautiful user-interfaces with Declarative Syntax like QML.
* 3322⭐ 263🍴 [Flexx](https://github.com/zoofIO/flexx)) - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering.
* 21072⭐ 1032🍴 [Gooey](https://github.com/chriskiehl/Gooey)) - Turn command line programs into a full GUI application with one line.
* 🌎 [kivy](kivy.org/) - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.
* 2014⭐ 318🍴 [pyglet](https://github.com/pyglet/pyglet)) - A cross-platform windowing and multimedia library for Python.
* 🌎 [PyGObject](pygobject.readthedocs.io/) - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3).
* 🌎 [PyQt](doc.qt.io/qtforpython/) - Python bindings for the 🌎 [Qt](www.qt.io/) cross-platform application and UI framework.
* 13586⭐ 1827🍴 [PySimpleGUI](https://github.com/PySimpleGUI/PySimpleGUI)) - Wrapper for tkinter, Qt, WxPython and Remi.
* ?⭐ ?🍴 [pywebview](https://github.com/r0x0r/pywebview/)) - A lightweight cross-platform native wrapper around a webview component.
* 🌎 [Tkinter](wiki.python.org/moin/TkInter) - Tkinter is Python's de-facto standard GUI package.
* 4779⭐ 707🍴 [Toga](https://github.com/pybee/toga)) - A Python native, OS native GUI toolkit.
* [urwid](http://urwid.org/) - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
* 🌎 [wxPython](wxpython.org/) - A blending of the wxWidgets C++ class library with the Python.
* ?⭐ ?🍴 [DearPyGui](https://github.com/RaylockLLC/DearPyGui/)) - A Simple GPU accelerated Python GUI framework
## GraphQL
*Libraries for working with GraphQL.*
* ?⭐ ?🍴 [graphene](https://github.com/graphql-python/graphene/)) - GraphQL framework for Python.
## Game Development
*Awesome game development libraries.*
* 🌎 [Arcade](api.arcade.academy/en/latest/) - Arcade is a modern Python framework for crafting games with compelling graphics and sound.
* 🌎 [Cocos2d](www.cocos.com/en/cocos2d-x) - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications.
* [Harfang3D](http://www.harfang3d.com) - Python framework for 3D, VR and game development.
* 🌎 [Panda3D](www.panda3d.org/) - 3D game engine developed by Disney.
* [Pygame](http://www.pygame.org/news.html) - Pygame is a set of Python modules designed for writing games.
* [PyOgre](http://www.ogre3d.org/tikiwiki/PyOgre) - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D.
* [PyOpenGL](http://pyopengl.sourceforge.net/) - Python ctypes bindings for OpenGL and it's related APIs.
* 🌎 [PySDL2](pysdl2.readthedocs.io) - A ctypes based wrapper for the SDL2 library.
* 🌎 [RenPy](www.renpy.org/) - A Visual Novel engine.
## Geolocation
*Libraries for geocoding addresses and working with latitudes and longitudes.*
* 1463⭐ 293🍴 [django-countries](https://github.com/SmileyChris/django-countries)) - A Django app that provides a country field for models and forms.
* 🌎 [geodjango](docs.djangoproject.com/en/dev/ref/contrib/gis/) - A world-class geographic web framework.
* 955⭐ 123🍴 [geojson](https://github.com/jazzband/geojson)) - Python bindings and utilities for GeoJSON.
* 4612⭐ 658🍴 [geopy](https://github.com/geopy/geopy)) - Python Geocoding Toolbox.
## HTML Manipulation
*Libraries for working with HTML and XML.*
* 🌎 [beautifulsoup](www.crummy.com/software/BeautifulSoup/bs4/doc/) - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
* 2683⭐ 251🍴 [bleach](https://github.com/mozilla/bleach)) - A whitelist-based HTML sanitization and text linkification library.
* 🌎 [cssutils](pypi.org/project/cssutils/) - A CSS library for Python.
* 1188⭐ 294🍴 [html5lib](https://github.com/html5lib/html5lib-python)) - A standards-compliant library for parsing and serializing HTML documents and fragments.
* [lxml](http://lxml.de/) - A very fast, easy-to-use and versatile library for handling HTML and XML.
* 650⭐ 158🍴 [markupsafe](https://github.com/pallets/markupsafe)) - Implements a XML/HTML/XHTML Markup safe string for Python.
* 2347⭐ 182🍴 [pyquery](https://github.com/gawel/pyquery)) - A jQuery-like library for parsing HTML.
* 620⭐ 84🍴 [untangle](https://github.com/stchris/untangle)) - Converts XML documents to Python objects for easy access.
* [WeasyPrint](http://weasyprint.org) - A visual rendering engine for HTML and CSS that can export to PDF.
* 🌎 [xmldataset](xmldataset.readthedocs.io/en/latest/) - Simple XML Parsing.
* 5599⭐ 459🍴 [xmltodict](https://github.com/martinblech/xmltodict)) - Working with XML feel like you are working with JSON.
## HTTP Clients
*Libraries for working with HTTP.*
* 13953⭐ 886🍴 [httpx](https://github.com/encode/httpx)) - A next generation HTTP client for Python.
* 52723⭐ 9428🍴 [requests](https://github.com/psf/requests)) - HTTP Requests for Humans.
* 589⭐ 140🍴 [treq](https://github.com/twisted/treq)) - Python requests like API built on top of Twisted's HTTP client.
* 3859⭐ 1178🍴 [urllib3](https://github.com/urllib3/urllib3)) - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.
## Hardware
*Libraries for programming with hardware.*
* 3879⭐ 440🍴 [keyboard](https://github.com/boppreh/keyboard)) - Hook and simulate global keyboard events on Windows and Linux.
* 928⭐ 138🍴 [mouse](https://github.com/boppreh/mouse)) - Hook and simulate global mouse events on Windows and Linux.
* 1911⭐ 261🍴 [pynput](https://github.com/moses-palmer/pynput)) - A library to control and monitor input devices.
* 11299⭐ 2089🍴 [scapy](https://github.com/secdev/scapy)) - A brilliant packet manipulation library.
## Image Processing
*Libraries for manipulating images.*
* 12702⭐ 2269🍴 [pillow](https://github.com/python-pillow/Pillow)) - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork.
* 603⭐ 123🍴 [python-barcode](https://github.com/WhyNotHugo/python-barcode)) - Create barcodes in Python with no extra dependencies.
* [pymatting](http://github.com/pymatting/pymatting) - A library for alpha matting.
* 4592⭐ 699🍴 [python-qrcode](https://github.com/lincolnloop/python-qrcode)) - A pure Python QR Code generator.
* 8601⭐ 337🍴 [pywal](https://github.com/dylanaraps/pywal)) - A tool that generates color schemes from images.
* 686⭐ 48🍴 [pyvips](https://github.com/libvips/pyvips)) - A fast image processing library with low memory needs.
* 1187⭐ 150🍴 [quads](https://github.com/fogleman/Quads)) - Computer art based on quadtrees.
* [scikit-image](http://scikit-image.org/) - A Python library for (scientific) image processing.
* 10230⭐ 838🍴 [thumbor](https://github.com/thumbor/thumbor)) - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.
* 1441⭐ 198🍴 [wand](https://github.com/emcconville/wand)) - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick.
## Implementations
*Implementations of Python.*
* 66289⭐ 31545🍴 [cpython](https://github.com/python/cpython)) - **Default, most widely used implementation of the Python programming language written in C.**
* 9917⭐ 1522🍴 [cython](https://github.com/cython/cython)) - Optimizing Static Compiler for Python.
* 373⭐ 35🍴 [clpython](https://github.com/metawilm/cl-python)) - Implementation of the Python programming language written in Common Lisp.
* 2619⭐ 297🍴 [ironpython](https://github.com/IronLanguages/ironpython3)) - Implementation of the Python programming language written in C#.
* 20173⭐ 8113🍴 [micropython](https://github.com/micropython/micropython)) - A lean and efficient Python programming language implementation.
* 10346⭐ 1153🍴 [numba](https://github.com/numba/numba)) - Python JIT compiler to LLVM aimed at scientific Python.
* 2008⭐ 166🍴 [peachpy](https://github.com/Maratyszcza/PeachPy)) - x86-64 assembler embedded in Python.
* 🌎 [pypy](foss.heptapod.net/pypy/pypy) - A very fast and compliant implementation of the Python language.
* ?⭐ ?🍴 [pyston](https://github.com/pyston/pyston/)) - A Python implementation using JIT techniques.
## Interactive Interpreter
*Interactive Python interpreters (REPL).*
* 2687⭐ 245🍴 [bpython](https://github.com/bpython/bpython)) - A fancy interface to the Python interpreter.
* 🌎 [Jupyter Notebook (IPython)](jupyter.org) - A rich toolkit to help you make the most out of using Python interactively.
* 4199⭐ 425🍴 [awesome-jupyter](https://github.com/markusschanta/awesome-jupyter))
* 5294⭐ 283🍴 [ptpython](https://github.com/jonathanslenders/ptpython)) - Advanced Python REPL built on top of the 9633⭐ 729🍴 [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit)).
## Internationalization
*Libraries for working with i18n.*
* [Babel](http://babel.pocoo.org/en/latest/) - An internationalization library for Python.
* 133⭐ 49🍴 [PyICU](https://github.com/ovalhub/pyicu)) - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)).
## Job Scheduler
*Libraries for scheduling jobs.*
* 🌎 [Airflow](airflow.apache.org/) - Airflow is a platform to programmatically author, schedule and monitor workflows.
* [APScheduler](http://apscheduler.readthedocs.io/en/latest/) - A light but powerful in-process task scheduler that lets you schedule functions.
* 842⭐ 279🍴 [django-schedule](https://github.com/thauber/django-schedule)) - A calendaring app for Django.
* [doit](http://pydoit.org/) - A task runner and build tool.
* 765⭐ 71🍴 [gunnery](https://github.com/gunnery/gunnery)) - Multipurpose task execution tool for distributed systems with web-based interface.
* 🌎 [Joblib](joblib.readthedocs.io/) - A set of tools to provide lightweight pipelining in Python.
* 1180⭐ 98🍴 [Plan](https://github.com/fengsp/plan)) - Writing crontab file in Python like a charm.
* 18936⭐ 1781🍴 [Prefect](https://github.com/PrefectHQ/prefect)) - A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.
* 12027⭐ 974🍴 [schedule](https://github.com/dbader/schedule)) - Python job scheduling for humans.
* 1754⭐ 325🍴 [Spiff](https://github.com/knipknap/SpiffWorkflow)) - A powerful workflow engine implemented in pure Python.
* 🌎 [TaskFlow](docs.openstack.org/developer/taskflow/) - A Python library that helps to make task execution easy, consistent and reliable.
## Logging
*Libraries for generating and working with logs.*
* [logbook](http://logbook.readthedocs.io/en/stable/) - Logging replacement for Python.
* 🌎 [logging](docs.python.org/3/library/logging.html) - (Python standard library) Logging facility for Python.
* 21364⭐ 727🍴 [loguru](https://github.com/Delgan/loguru)) - Library which aims to bring enjoyable logging in Python.
* 1983⭐ 533🍴 [sentry-python](https://github.com/getsentry/sentry-python)) - Sentry SDK for Python.
* 🌎 [structlog](www.structlog.org/en/stable/) - Structured logging made easy.
## Machine Learning
*Libraries for Machine Learning. Also see 67565⭐ 14848🍴 [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning#python)).*
* 35778⭐ 8662🍴 [gym](https://github.com/openai/gym)) - A toolkit for developing and comparing reinforcement learning algorithms.
* 7116⭐ 2014🍴 [H2O](https://github.com/h2oai/h2o-3)) - Open Source Fast Scalable Machine Learning Platform.
* 1636⭐ 455🍴 [Metrics](https://github.com/benhamner/Metrics)) - Machine learning evaluation metrics.
* 6342⭐ 1555🍴 [NuPIC](https://github.com/numenta/nupic)) - Numenta Platform for Intelligent Computing.
* [scikit-learn](http://scikit-learn.org/) - The most popular Python library for Machine Learning.
* [Spark ML](http://spark.apache.org/docs/latest/ml-guide.html) - [Apache Spark](http://spark.apache.org/)'s scalable Machine Learning library.
* 168⭐ 30🍴 [vowpal_porpoise](https://github.com/josephreisinger/vowpal_porpoise)) - A lightweight Python wrapper for ?⭐ ?🍴 [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/)).
* 26811⭐ 8761🍴 [xgboost](https://github.com/dmlc/xgboost)) - A scalable, portable, and distributed gradient boosting library.
* 27702⭐ 4958🍴 [MindsDB](https://github.com/mindsdb/mindsdb)) - 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.
## Microsoft Windows
*Python programming on Microsoft Windows.*
* [Python(x,y)](http://python-xy.github.io/) - Scientific-applications-oriented Python Distribution based on Qt and Spyder.
* [pythonlibs](http://www.lfd.uci.edu/~gohlke/pythonlibs/) - Unofficial Windows binaries for Python extension packages.
* 5011⭐ 742🍴 [PythonNet](https://github.com/pythonnet/pythonnet)) - Python Integration with the .NET Common Language Runtime (CLR).
* 5246⭐ 820🍴 [PyWin32](https://github.com/mhammond/pywin32)) - Python Extensions for Windows.
* 🌎 [WinPython](winpython.github.io/) - Portable development environment for Windows 7/8.
## Miscellaneous
*Useful libraries or tools that don't fit in the categories above.*
* 1876⭐ 184🍴 [blinker](https://github.com/jek/blinker)) - A fast Python in-process signal/event dispatching system.
* 6594⭐ 357🍴 [boltons](https://github.com/mahmoud/boltons)) - A set of pure-Python utilities.
* 2995⭐ 224🍴 [itsdangerous](https://github.com/pallets/itsdangerous)) - Various helpers to pass trusted data to untrusted environments.
* 19444⭐ 3779🍴 [magenta](https://github.com/magenta/magenta)) - A tool to generate music and art using artificial intelligence.
* 1130⭐ 142🍴 [pluginbase](https://github.com/mitsuhiko/pluginbase)) - A simple but flexible plugin system for Python.
* [tryton](http://www.tryton.org/) - A general purpose business framework.
## Natural Language Processing
*Libraries for working with human languages.*
- General
* 15957⭐ 4391🍴 [gensim](https://github.com/RaRe-Technologies/gensim)) - Topic Modeling for Humans.
* 2371⭐ 323🍴 [langid.py](https://github.com/saffsd/langid.py)) - Stand-alone language identification system.
* [nltk](http://www.nltk.org/) - A leading platform for building Python programs to work with human language data.
* 8803⭐ 1589🍴 [pattern](https://github.com/clips/pattern)) - A web mining module.
* 2331⭐ 335🍴 [polyglot](https://github.com/aboSamoor/polyglot)) - Natural language pipeline supporting hundreds of languages.
* 6325⭐ 796🍴 [pytext](https://github.com/facebookresearch/pytext)) - A natural language modeling framework based on PyTorch.
* 2221⭐ 256🍴 [PyTorch-NLP](https://github.com/PetrochukM/PyTorch-NLP)) - A toolkit enabling rapid deep learning NLP prototyping for research.
* 🌎 [spacy](spacy.io/) - A library for industrial-strength natural language processing in Python and Cython.
* 7431⭐ 901🍴 [Stanza](https://github.com/stanfordnlp/stanza)) - The Stanford NLP Group's official Python library, supporting 60+ languages.
- Chinese
* 72397⭐ 14788🍴 [funNLP](https://github.com/fighting41love/funNLP)) - A collection of tools and datasets for Chinese NLP.
* 33962⭐ 6731🍴 [jieba](https://github.com/fxsjy/jieba)) - The most popular Chinese text segmentation library.
* 6598⭐ 989🍴 [pkuseg-python](https://github.com/lancopku/pkuseg-python)) - A toolkit for Chinese word segmentation in various domains.
* 6528⭐ 1367🍴 [snownlp](https://github.com/isnowfy/snownlp)) - A library for processing Chinese text.
## Network Virtualization
*Tools and libraries for Virtual Networking and SDN (Software Defined Networking).*
* 5535⭐ 1776🍴 [mininet](https://github.com/mininet/mininet)) - A popular network emulator and API written in Python.
* 2314⭐ 563🍴 [napalm](https://github.com/napalm-automation/napalm)) - Cross-vendor API to manipulate network devices.
* 635⭐ 475🍴 [pox](https://github.com/noxrepo/pox)) - A Python-based SDN control applications, such as OpenFlow SDN controllers.
## News Feed
*Libraries for building user's activities.*
* 2416⭐ 484🍴 [django-activity-stream](https://github.com/justquick/django-activity-stream)) - Generating generic activity streams from the actions on your site.
* 4738⭐ 536🍴 [Stream Framework](https://github.com/tschellenbach/Stream-Framework)) - 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](docs.djangoproject.com/en/dev/topics/db/models/) - The Django ORM.
* 🌎 [SQLAlchemy](www.sqlalchemy.org/) - The Python SQL Toolkit and Object Relational Mapper.
* 2908⭐ 149🍴 [awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy))
* 4798⭐ 293🍴 [dataset](https://github.com/pudo/dataset)) - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.
* 1420⭐ 174🍴 [orator](https://github.com/sdispater/orator)) - The Orator ORM provides a simple yet beautiful ActiveRecord implementation.
* 1791⭐ 99🍴 [orm](https://github.com/encode/orm)) - An async ORM.
* 11482⭐ 1373🍴 [peewee](https://github.com/coleifer/peewee)) - A small, expressive ORM.
* ?⭐ ?🍴 [pony](https://github.com/ponyorm/pony/)) - ORM that provides a generator-oriented interface to SQL.
* ?⭐ ?🍴 [pydal](https://github.com/web2py/pydal/)) - A pure Python Database Abstraction Layer.
* NoSQL Databases
* 290⭐ 33🍴 [hot-redis](https://github.com/stephenmcd/hot-redis)) - Rich Python data types for Redis.
* 4312⭐ 1234🍴 [mongoengine](https://github.com/MongoEngine/mongoengine)) - A Python Object-Document-Mapper for working with MongoDB.
* 2495⭐ 431🍴 [PynamoDB](https://github.com/pynamodb/PynamoDB)) - A Pythonic interface for 🌎 [Amazon DynamoDB](aws.amazon.com/dynamodb/).
* 437⭐ 78🍴 [redisco](https://github.com/kiddouk/redisco)) - A Python Library for Simple Models and Containers Persisted in Redis.
## Package Management
*Libraries for package and dependency management.*
* 🌎 [pip](pip.pypa.io/en/stable/) - The package installer for Python.
* 7874⭐ 621🍴 [pip-tools](https://github.com/jazzband/pip-tools)) - A set of tools to keep your pinned Python dependencies fresh.
* 🌎 [PyPI](pypi.org/)
* ?⭐ ?🍴 [conda](https://github.com/conda/conda/)) - Cross-platform, Python-agnostic binary package manager.
* 32989⭐ 2340🍴 [poetry](https://github.com/sdispater/poetry)) - Python dependency management and packaging made easy.
## Package Repositories
*Local PyPI repository server and proxies.*
* ?⭐ ?🍴 [bandersnatch](https://github.com/pypa/bandersnatch/)) - PyPI mirroring tool provided by Python Packaging Authority (PyPA).
* 980⭐ 140🍴 [devpi](https://github.com/devpi/devpi)) - PyPI server and packaging/testing/release tool.
* 396⭐ 112🍴 [localshop](https://github.com/jazzband/localshop)) - Local PyPI server (custom packages and auto-mirroring of pypi).
* 3704⭐ 1002🍴 [warehouse](https://github.com/pypa/warehouse)) - Next generation Python Package Repository (PyPI).
## Penetration Testing
*Frameworks and tools for penetration testing.*
* 11051⭐ 2026🍴 [fsociety](https://github.com/Manisso/fsociety)) - A Penetration testing framework.
* 11746⭐ 2911🍴 [setoolkit](https://github.com/trustedsec/social-engineer-toolkit)) - A toolkit for social engineering.
* 33861⭐ 5846🍴 [sqlmap](https://github.com/sqlmapproject/sqlmap)) - Automatic SQL injection and database takeover tool.
## Permissions
*Libraries that allow or deny users access to data or functionality.*
* 3709⭐ 574🍴 [django-guardian](https://github.com/django-guardian/django-guardian)) - Implementation of per object permissions for Django 1.2+
* 1901⭐ 148🍴 [django-rules](https://github.com/dfunckt/django-rules)) - A tiny but powerful app providing object-level permissions to Django, without requiring a database.
## Processes
*Libraries for starting and communicating with OS processes.*
* 1721⭐ 91🍴 [delegator.py](https://github.com/amitt001/delegator.py)) - 🌎 [Subprocesses](docs.python.org/3/library/subprocess.html) for Humans 2.0.
* 🌎 [sarge](sarge.readthedocs.io/en/latest/) - Yet another wrapper for subprocess.
* 7057⭐ 503🍴 [sh](https://github.com/amoffat/sh)) - A full-fledged subprocess replacement for Python.
## Recommender Systems
*Libraries for building recommender systems.*
* 13659⭐ 1186🍴 [annoy](https://github.com/spotify/annoy)) - Approximate Nearest Neighbors in C++/Python optimized for memory usage.
* 1084⭐ 206🍴 [fastFM](https://github.com/ibayer/fastFM)) - A library for Factorization Machines.
* 3654⭐ 619🍴 [implicit](https://github.com/benfred/implicit)) - A fast Python implementation of collaborative filtering for implicit datasets.
* 1600⭐ 460🍴 [libffm](https://github.com/guestwalk/libffm)) - A library for Field-aware Factorization Machine (FFM).
* 4901⭐ 702🍴 [lightfm](https://github.com/lyst/lightfm)) - A Python implementation of a number of popular recommendation algorithms.
* 3013⭐ 422🍴 [spotlight](https://github.com/maciejkula/spotlight)) - Deep recommender models using PyTorch.
* 6587⭐ 1029🍴 [Surprise](https://github.com/NicolasHug/Surprise)) - A scikit for building and analyzing recommender systems.
* 1285⭐ 220🍴 [tensorrec](https://github.com/jfkirk/tensorrec)) - A Recommendation Engine Framework in TensorFlow.
## Refactoring
*Refactoring tools and libraries for Python*
* [Bicycle Repair Man](http://bicyclerepair.sourceforge.net/) - Bicycle Repair Man, a refactoring tool for Python.
* 🌎 [Bowler](pybowler.io/) - Safe code refactoring for modern Python.
* 2044⭐ 168🍴 [Rope](https://github.com/python-rope/rope)) - Rope is a python refactoring library.
## RESTful API
*Libraries for building RESTful APIs.*
* Django
* 29025⭐ 6923🍴 [django-rest-framework](https://github.com/encode/django-rest-framework)) - A powerful and flexible toolkit to build web APIs.
* 3944⭐ 1165🍴 [django-tastypie](https://github.com/django-tastypie/django-tastypie)) - Creating delicious APIs for Django apps.
* Flask
* 6723⭐ 746🍴 [eve](https://github.com/pyeve/eve)) - REST API framework powered by Flask, MongoDB and good intentions.
* 1448⭐ 188🍴 [flask-api](https://github.com/flask-api/flask-api)) - Browsable Web APIs for Flask.
* 6883⭐ 1042🍴 [flask-restful](https://github.com/flask-restful/flask-restful)) - Quickly building REST APIs for Flask.
* Pyramid
* 383⭐ 151🍴 [cornice](https://github.com/Cornices/cornice)) - A RESTful framework for Pyramid.
* Framework agnostic
* 9631⭐ 953🍴 [falcon](https://github.com/falconry/falcon)) - A high-performance framework for building cloud APIs and web app backends.
* 83226⭐ 7214🍴 [fastapi](https://github.com/tiangolo/fastapi)) - A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints.
* 6880⭐ 387🍴 [hug](https://github.com/hugapi/hug)) - A Python 3 framework for cleanly exposing APIs.
* 2021⭐ 215🍴 [sandman2](https://github.com/jeffknupp/sandman2)) - Automated REST APIs for existing database-driven systems.
* 18314⭐ 1564🍴 [sanic](https://github.com/sanic-org/sanic)) - A Python 3.6+ web server and web framework that's written to go fast.
## Robotics
*Libraries for robotics.*
* 24736⭐ 6742🍴 [PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics)) - This is a compilation of various robotics algorithms with visualizations.
* [rospy](http://wiki.ros.org/rospy) - This is a library for ROS (Robot Operating System).
## RPC Servers
*RPC-compatible servers.*
* 1626⭐ 249🍴 [RPyC](https://github.com/tomerfiliba/rpyc)) (Remote Python Call) - A transparent and symmetric RPC library for Python
* 3195⭐ 385🍴 [zeroRPC](https://github.com/0rpc/zerorpc-python)) - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/).
## Science
*Libraries for scientific computing. Also see 315⭐ 44🍴 [Python-for-Scientists](https://github.com/TomNicholas/Python-for-Scientists)).*
* [astropy](http://www.astropy.org/) - A community Python library for Astronomy.
* 1002⭐ 354🍴 [bcbio-nextgen](https://github.com/chapmanb/bcbio-nextgen)) - Providing best-practice pipelines for fully automated high throughput sequencing analysis.
* 621⭐ 243🍴 [bccb](https://github.com/chapmanb/bcbb)) - Collection of useful code related to biological analysis.
* [Biopython](http://biopython.org/wiki/Main_Page) - Biopython is a set of freely available tools for biological computation.
* [cclib](http://cclib.github.io/) - A library for parsing and interpreting the results of computational chemistry packages.
* [Colour](http://colour-science.org/) - Implementing a comprehensive number of colour theory transformations and algorithms.
* 2215⭐ 247🍴 [Karate Club](https://github.com/benedekrozemberczki/karateclub)) - Unsupervised machine learning toolbox for graph structured data.
* 🌎 [NetworkX](networkx.github.io/) - A high-productivity software for complex networks.
* [NIPY](http://nipy.org) - A collection of neuroimaging toolkits.
* [NumPy](http://www.numpy.org/) - A fundamental package for scientific computing with Python.
* ?⭐ ?🍴 [ObsPy](https://github.com/obspy/obspy/wiki/)) - A Python toolbox for seismology.
* 🌎 [Open Babel](open-babel.readthedocs.io/) - A chemical toolbox designed to speak the many languages of chemical data.
* [PyDy](http://www.pydy.org/) - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.
* 8956⭐ 2076🍴 [PyMC](https://github.com/pymc-devs/pymc3)) - Markov Chain Monte Carlo sampling toolkit.
* [QuTiP](http://qutip.org/) - Quantum Toolbox in Python.
* [RDKit](http://www.rdkit.org/) - Cheminformatics and Machine Learning Software.
* 🌎 [SciPy](www.scipy.org/) - A Python-based ecosystem of open-source software for mathematics, science, and engineering.
* 🌎 [SimPy](gitlab.com/team-simpy/simpy) - A process-based discrete-event simulation framework.
* 10573⭐ 3258🍴 [statsmodels](https://github.com/statsmodels/statsmodels)) - Statistical modeling and econometrics in Python.
* 13538⭐ 4666🍴 [SymPy](https://github.com/sympy/sympy)) - A Python library for symbolic mathematics.
* 18348⭐ 4815🍴 [Zipline](https://github.com/quantopian/zipline)) - A Pythonic algorithmic trading library.
## Search
*Libraries and software for indexing and performing search queries on data.*
* 3653⭐ 1305🍴 [django-haystack](https://github.com/django-haystack/django-haystack)) - Modular search for Django.
* 3863⭐ 801🍴 [elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py)) - The official high-level Python client for Elasticsearch.
* 🌎 [elasticsearch-py](www.elastic.co/guide/en/elasticsearch/client/python-api/current/index.html) - The official low-level Python client for 🌎 [Elasticsearch](www.elastic.co/products/elasticsearch).
* 669⭐ 340🍴 [pysolr](https://github.com/django-haystack/pysolr)) - A lightweight Python wrapper for 🌎 [Apache Solr](lucene.apache.org/solr/).
* [whoosh](http://whoosh.readthedocs.io/en/latest/) - A fast, pure Python search engine library.
## Serialization
*Libraries for serializing complex data types*
* 7131⭐ 627🍴 [marshmallow](https://github.com/marshmallow-code/marshmallow)) - A lightweight library for converting complex objects to and from simple Python datatypes.
* 672⭐ 57🍴 [pysimdjson](https://github.com/TkTech/pysimdjson)) - A Python bindings for 20058⭐ 1053🍴 [simdjson](https://github.com/lemire/simdjson)).
* 514⭐ 50🍴 [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson)) - A Python wrapper around 14633⭐ 3573🍴 [RapidJSON](https://github.com/Tencent/rapidjson)).
* 4391⭐ 368🍴 [ultrajson](https://github.com/esnme/ultrajson)) - A fast JSON decoder and encoder written in C with Python bindings.
## Serverless Frameworks
*Frameworks for developing serverless Python code.*
* 1505⭐ 225🍴 [python-lambda](https://github.com/nficano/python-lambda)) - A toolkit for developing and deploying Python code in AWS Lambda.
* 3490⭐ 375🍴 [Zappa](https://github.com/zappa/Zappa)) - A tool for deploying WSGI applications on AWS Lambda and API Gateway.
## Shell
*Shells based on Python.*
* ?⭐ ?🍴 [xonsh](https://github.com/xonsh/xonsh/)) - A Python-powered, cross-platform, Unix-gazing shell language and command prompt.
## Specific Formats Processing
*Libraries for parsing and manipulating specific text formats.*
* General
* 4685⭐ 594🍴 [tablib](https://github.com/jazzband/tablib)) - A module for Tabular Datasets in XLS, CSV, JSON, YAML.
* Office
* 2154⭐ 401🍴 [docxtpl](https://github.com/elapouya/python-docx-template)) - Editing a docx document by jinja2 template
* 🌎 [openpyxl](openpyxl.readthedocs.io/en/stable/) - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
* 1236⭐ 164🍴 [pyexcel](https://github.com/pyexcel/pyexcel)) - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.
* 4942⭐ 1175🍴 [python-docx](https://github.com/python-openxml/python-docx)) - Reads, queries and modifies Microsoft Word 2007/2008 docx files.
* 2696⭐ 561🍴 [python-pptx](https://github.com/scanny/python-pptx)) - Python library for creating and updating PowerPoint (.pptx) files.
* 2694⭐ 375🍴 [unoconv](https://github.com/unoconv/unoconv)) - Convert between any document format supported by LibreOffice/OpenOffice.
* 3747⭐ 644🍴 [XlsxWriter](https://github.com/jmcnamara/XlsxWriter)) - A Python module for creating Excel .xlsx files.
* 3121⭐ 512🍴 [xlwings](https://github.com/ZoomerAnalytics/xlwings)) - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.
* 1043⭐ 280🍴 [xlwt](https://github.com/python-excel/xlwt)) / 2171⭐ 437🍴 [xlrd](https://github.com/python-excel/xlrd)) - Writing and reading data and formatting information from Excel files.
* PDF
* 6362⭐ 961🍴 [pdfminer.six](https://github.com/pdfminer/pdfminer.six)) - Pdfminer.six is a community maintained fork of the original PDFMiner.
* 8932⭐ 1454🍴 [PyPDF2](https://github.com/mstamy2/PyPDF2)) - A library capable of splitting, merging and transforming PDF pages.
* 🌎 [ReportLab](www.reportlab.com/opensource/) - Allowing Rapid creation of rich PDF documents.
* Markdown
* 2746⭐ 257🍴 [Mistune](https://github.com/lepture/mistune)) - Fastest and full featured pure Python parsers of Markdown.
* 3956⭐ 873🍴 [Python-Markdown](https://github.com/waylan/Python-Markdown)) - A Python implementation of John Gruber’s Markdown.
* YAML
* [PyYAML](http://pyyaml.org/) - YAML implementations for Python.
* CSV
* 6147⭐ 608🍴 [csvkit](https://github.com/wireservice/csvkit)) - Utilities for converting to and working with CSV.
* Archive
* 430⭐ 56🍴 [unp](https://github.com/mitsuhiko/unp)) - 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.*
* 3880⭐ 314🍴 [lektor](https://github.com/lektor/lektor)) - An easy to use static CMS and blog engine.
* ?⭐ ?🍴 [mkdocs](https://github.com/mkdocs/mkdocs/)) - Markdown friendly documentation generator.
* 1836⭐ 302🍴 [makesite](https://github.com/sunainapai/makesite)) - Simple, lightweight, and magic-free static site/blog generator (< 130 lines).
* 2658⭐ 462🍴 [nikola](https://github.com/getnikola/nikola)) - A static website and blog generator.
* 12810⭐ 1824🍴 [pelican](https://github.com/getpelican/pelican)) - Static site generator that supports Markdown and reST syntax.
## Tagging
*Libraries for tagging items.*
* 3370⭐ 625🍴 [django-taggit](https://github.com/jazzband/django-taggit)) - Simple tagging for Django.
## Task Queues
*Libraries for working with task queues.*
* 🌎 [celery](docs.celeryproject.org/en/stable/) - An asynchronous task queue/job queue based on distributed message passing.
* 4573⭐ 328🍴 [dramatiq](https://github.com/Bogdanp/dramatiq)) - A fast and reliable background task processing library for Python 3.
* 5420⭐ 372🍴 [huey](https://github.com/coleifer/huey)) - Little multi-threaded task queue.
* 885⭐ 115🍴 [mrq](https://github.com/pricingassistant/mrq)) - A distributed worker task queue in Python using Redis & gevent.
* 10116⭐ 1431🍴 [rq](https://github.com/rq/rq)) - Simple job queues for Python.
## Template Engine
*Libraries and tools for templating and lexing.*
* 🌎 [Genshi](genshi.edgewall.org/) - Python templating toolkit for generation of web-aware output.
* 10763⭐ 1647🍴 [Jinja2](https://github.com/pallets/jinja)) - A modern and designer friendly templating language.
* [Mako](http://www.makotemplates.org/) - Hyperfast and lightweight templating for the Python platform.
## Testing
*Libraries for testing codebases and generating test data.*
* Testing Frameworks
* 7796⭐ 598🍴 [hypothesis](https://github.com/HypothesisWorks/hypothesis)) - Hypothesis is an advanced Quickcheck style property based testing library.
* 802⭐ 131🍴 [nose2](https://github.com/nose-devs/nose2)) - The successor to `nose`, based on `unittest2.
* 🌎 [pytest](docs.pytest.org/en/latest/) - A mature full-featured Python testing tool.
* 10544⭐ 2412🍴 [Robot Framework](https://github.com/robotframework/robotframework)) - A generic test automation framework.
* 🌎 [unittest](docs.python.org/3/library/unittest.html) - (Python standard library) Unit testing framework.
* Test Runners
* 796⭐ 76🍴 [green](https://github.com/CleanCut/green)) - A clean, colorful test runner.
* [mamba](http://nestorsalceda.github.io/mamba/) - The definitive testing tool for Python. Born under the banner of BDD.
* 🌎 [tox](tox.readthedocs.io/en/latest/) - Auto builds and tests distributions in multiple Python versions
* GUI / Web Testing
* 25975⭐ 3042🍴 [locust](https://github.com/locustio/locust)) - Scalable user load testing tool written in Python.
* 11256⭐ 1319🍴 [PyAutoGUI](https://github.com/asweigart/pyautogui)) - PyAutoGUI is a cross-platform GUI automation Python module for human beings.
* 2461⭐ 173🍴 [Schemathesis](https://github.com/kiwicom/schemathesis)) - A tool for automatic property-based testing of web applications built with Open API / Swagger specifications.
* 🌎 [Selenium](pypi.org/project/selenium/) - Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver.
* 1761⭐ 184🍴 [sixpack](https://github.com/seatgeek/sixpack)) - A language-agnostic A/B Testing framework.
* 2747⭐ 514🍴 [splinter](https://github.com/cobrateam/splinter)) - Open source tool for testing web applications.
* Mock
* 🌎 [doublex](pypi.org/project/doublex/) - Powerful test doubles framework for Python.
* 4314⭐ 276🍴 [freezegun](https://github.com/spulec/freezegun)) - Travel through time by mocking the datetime module.
* 466⭐ 56🍴 [httmock](https://github.com/patrys/httmock)) - A mocking library for requests for Python 2.6+ and 3.2+.
* 2124⭐ 277🍴 [httpretty](https://github.com/gabrielfalcao/HTTPretty)) - HTTP request mock tool for Python.
* 🌎 [mock](docs.python.org/3/library/unittest.mock.html) - (Python standard library) A mocking and patching library.
* 293⭐ 42🍴 [mocket](https://github.com/mindflayer/python-mocket)) - A socket mock framework with gevent/asyncio/SSL support.
* 4237⭐ 360🍴 [responses](https://github.com/getsentry/responses)) - A utility library for mocking out the requests Python library.
* 2778⭐ 401🍴 [VCR.py](https://github.com/kevin1024/vcrpy)) - Record and replay HTTP interactions on your tests.
* Object Factories
* 3622⭐ 401🍴 [factory_boy](https://github.com/FactoryBoy/factory_boy)) - A test fixtures replacement for Python.
* 946⭐ 95🍴 [mixer](https://github.com/klen/mixer)) - Another fixtures replacement. Supports Django, Flask, SQLAlchemy, Peewee and etc.
* 900⭐ 141🍴 [model_mommy](https://github.com/vandersonmota/model_mommy)) - Creating random fixtures for testing in Django.
* Code Coverage
* 🌎 [coverage](pypi.org/project/coverage/) - Code coverage measurement.
* Fake Data
* 2291⭐ 119🍴 [fake2db](https://github.com/emirozer/fake2db)) - Fake database generator.
* 18256⭐ 1982🍴 [faker](https://github.com/joke2k/faker)) - A Python package that generates fake data.
* 4522⭐ 337🍴 [mimesis](https://github.com/lk-geimfari/mimesis)) - is a Python library that help you generate fake data.
* 🌎 [radar](pypi.org/project/radar/) - Generate random datetime / time.
## Text Processing
*Libraries for parsing and manipulating plain texts.*
* General
* 2244⭐ 263🍴 [chardet](https://github.com/chardet/chardet)) - Python 2/3 compatible character encoding detector.
* 🌎 [difflib](docs.python.org/3/library/difflib.html) - (Python standard library) Helpers for computing deltas.
* 3898⭐ 122🍴 [ftfy](https://github.com/LuminosoInsight/python-ftfy)) - Makes Unicode text less broken and more consistent automagically.
* 9255⭐ 875🍴 [fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy)) - Fuzzy String Matching.
* ?⭐ ?🍴 [Levenshtein](https://github.com/ztane/python-Levenshtein/)) - Fast computation of Levenshtein distance and string similarity.
* 262⭐ 26🍴 [pangu.py](https://github.com/vinta/pangu.py)) - Paranoid text spacing.
* 1419⭐ 142🍴 [pyfiglet](https://github.com/pwaller/pyfiglet)) - An implementation of figlet written in Python.
* 5031⭐ 625🍴 [pypinyin](https://github.com/mozillazg/python-pinyin)) - Convert Chinese hanzi (漢字) to pinyin (拼音).
* 3459⭐ 252🍴 [textdistance](https://github.com/orsinium/textdistance)) - Compute distance between sequences with 30+ algorithms.
* 🌎 [unidecode](pypi.org/project/Unidecode/) - ASCII transliterations of Unicode text.
* Slugify
* 488⭐ 43🍴 [awesome-slugify](https://github.com/dimka665/awesome-slugify)) - A Python slugify library that can preserve unicode.
* 1526⭐ 108🍴 [python-slugify](https://github.com/un33k/python-slugify)) - A Python slugify library that translates unicode to ASCII.
* 321⭐ 53🍴 [unicode-slugify](https://github.com/mozilla/unicode-slugify)) - A slugifier that generates unicode slugs with Django as a dependency.
* Unique identifiers
* 1413⭐ 103🍴 [hashids](https://github.com/davidaurelio/hashids-python)) - Implementation of [hashids](http://hashids.org) in Python.
* 2118⭐ 115🍴 [shortuuid](https://github.com/skorokithakis/shortuuid)) - A generator library for concise, unambiguous and URL-safe UUIDs.
* Parser
* 2850⭐ 471🍴 [ply](https://github.com/dabeaz/ply)) - Implementation of lex and yacc parsing tools for Python.
* [pygments](http://pygments.org/) - A generic syntax highlighter.
* 2299⭐ 286🍴 [pyparsing](https://github.com/pyparsing/pyparsing)) - A general purpose framework for generating parsers.
* 671⭐ 105🍴 [python-nameparser](https://github.com/derek73/python-nameparser)) - Parsing human names into their individual components.
* 3580⭐ 427🍴 [python-phonenumbers](https://github.com/daviddrysdale/python-phonenumbers)) - Parsing, formatting, storing and validating international phone numbers.
* 1470⭐ 197🍴 [python-user-agents](https://github.com/selwin/python-user-agents)) - Browser user agent parser.
* 3851⭐ 704🍴 [sqlparse](https://github.com/andialbrecht/sqlparse)) - A non-validating SQL parser.
## Third-party APIs
*Libraries for accessing third party services APIs. Also see 2124⭐ 414🍴 [List of Python API Wrappers and Libraries](https://github.com/realpython/list-of-python-api-wrappers)).*
* 🌎 [apache-libcloud](libcloud.apache.org/) - One Python library for all clouds.
* 9292⭐ 1905🍴 [boto3](https://github.com/boto/boto3)) - Python interface to Amazon Web Services.
* 358⭐ 81🍴 [django-wordpress](https://github.com/istrategylabs/django-wordpress)) - WordPress models and views for Django.
* 2758⭐ 949🍴 [facebook-sdk](https://github.com/mobolic/facebook-sdk)) - Facebook Platform Python SDK.
* 8139⭐ 2455🍴 [google-api-python-client](https://github.com/google/google-api-python-client)) - Google APIs Client Library for Python.
* 7267⭐ 955🍴 [gspread](https://github.com/burnash/gspread)) - Google Spreadsheets Python API.
* 1857⭐ 396🍴 [twython](https://github.com/ryanmcgrath/twython)) - A Python wrapper for the Twitter API.
## URL Manipulation
*Libraries for parsing URLs.*
* 2676⭐ 158🍴 [furl](https://github.com/gruns/furl)) - A small Python library that makes parsing and manipulating URLs easy.
* 292⭐ 35🍴 [purl](https://github.com/codeinthehole/purl)) - A simple, immutable URL class with a clean API for interrogation and manipulation.
* 394⭐ 67🍴 [pyshorteners](https://github.com/ellisonleao/pyshorteners)) - A pure Python URL shortening lib.
* 1389⭐ 158🍴 [webargs](https://github.com/marshmallow-code/webargs)) - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks.
## Video
*Libraries for manipulating video and GIFs.*
* 🌎 [moviepy](zulko.github.io/moviepy/) - A module for script-based movie editing with many formats, including animated GIFs.
* 142⭐ 21🍴 [scikit-video](https://github.com/aizvorski/scikit-video)) - Video processing routines for SciPy.
* 3500⭐ 257🍴 [vidgear](https://github.com/abhiTronix/vidgear)) - Most Powerful multi-threaded Video Processing framework.
## Web Asset Management
*Tools for managing, compressing and minifying website assets.*
* 2841⭐ 603🍴 [django-compressor](https://github.com/django-compressor/django-compressor)) - Compresses linked and inline JavaScript or CSS into a single cached file.
* 1526⭐ 370🍴 [django-pipeline](https://github.com/jazzband/django-pipeline)) - An asset packaging library for Django.
* 2832⭐ 873🍴 [django-storages](https://github.com/jschneier/django-storages)) - A collection of custom storage back ends for Django.
* [fanstatic](http://www.fanstatic.org/en/latest/) - Packages, optimizes, and serves static file dependencies as Python packages.
* [fileconveyor](http://wimleers.com/fileconveyor) - A daemon to detect and sync files to CDNs, S3 and FTP.
* 457⭐ 97🍴 [flask-assets](https://github.com/miracle2k/flask-assets)) - Helps you integrate webassets into your Flask app.
* 927⭐ 258🍴 [webassets](https://github.com/miracle2k/webassets)) - Bundles, optimizes, and manages unique cache-busting URLs for static resources.
## Web Content Extracting
*Libraries for extracting web contents.*
* 1936⭐ 286🍴 [html2text](https://github.com/Alir3z4/html2text)) - Convert HTML to Markdown-formatted text.
* 620⭐ 48🍴 [lassie](https://github.com/michaelhelmick/lassie)) - Web Content Retrieval for Humans.
* 647⭐ 89🍴 [micawber](https://github.com/coleifer/micawber)) - A small library for extracting rich content from URLs.
* 14488⭐ 2125🍴 [newspaper](https://github.com/codelucas/newspaper)) - News extraction, article extraction and content curation in Python.
* 2757⭐ 353🍴 [python-readability](https://github.com/buriy/python-readability)) - Fast Python port of arc90's readability tool.
* 13808⭐ 987🍴 [requests-html](https://github.com/psf/requests-html)) - Pythonic HTML Parsing for Humans.
* 3574⭐ 529🍴 [sumy](https://github.com/miso-belica/sumy)) - A module for automatic summarization of text documents and HTML pages.
* 4062⭐ 625🍴 [textract](https://github.com/deanmalmgren/textract)) - Extract text from any document, Word, PowerPoint, PDFs, etc.
* 3524⭐ 235🍴 [toapi](https://github.com/gaojiuli/toapi)) - Every web site provides APIs.
## Web Crawling
*Libraries to automate web scraping.*
* 2091⭐ 346🍴 [feedparser](https://github.com/kurtmckee/feedparser)) - Universal feed parser.
* 2403⭐ 274🍴 [grab](https://github.com/lorien/grab)) - Site scraping framework.
* 4734⭐ 382🍴 [mechanicalsoup](https://github.com/MechanicalSoup/MechanicalSoup)) - A Python library for automating interaction with websites.
* 54870⭐ 10742🍴 [scrapy](https://github.com/scrapy/scrapy)) - A fast high-level screen scraping and web crawling framework.
## Web Frameworks
*Traditional full stack web frameworks. Also see 240333⭐ 25541🍴 [RESTful API](https://github.com/vinta/awesome-python#restful-api)).*
* Synchronous
* 83142⭐ 32477🍴 [django](https://github.com/django/django)) - The most popular web framework in Python.
* 1745⭐ 279🍴 [awesome-django](https://github.com/shahraizali/awesome-django))
* 10149⭐ 1362🍴 [awesome-django](https://github.com/wsvincent/awesome-django))
* 69297⭐ 16362🍴 [flask](https://github.com/pallets/flask)) - A microframework for Python.
* 12447⭐ 1594🍴 [awesome-flask](https://github.com/humiaozuzu/awesome-flask))
* 🌎 [pyramid](pylonsproject.org/) - A small, fast, down-to-earth, open source Python web framework.
* 559⭐ 55🍴 [awesome-pyramid](https://github.com/uralbash/awesome-pyramid))
* 2261⭐ 128🍴 [masonite](https://github.com/MasoniteFramework/masonite)) - The modern and developer centric Python web framework.
* Asynchronous
* 21884⭐ 5530🍴 [tornado](https://github.com/tornadoweb/tornado)) - A web framework and asynchronous networking library.
## WebSocket
*Libraries for working with WebSocket.*
* 2503⭐ 773🍴 [autobahn-python](https://github.com/crossbario/autobahn-python)) - WebSocket & WAMP for Python on Twisted and 🌎 [asyncio](docs.python.org/3/library/asyncio.html).
* 6214⭐ 814🍴 [channels](https://github.com/django/channels)) - Developer-friendly asynchrony for Django.
* 5379⭐ 539🍴 [websockets](https://github.com/aaugustin/websockets)) - A library for building WebSocket servers and clients with a focus on correctness and simplicity.
## WSGI Servers
*WSGI-compatible web servers.*
* 10072⭐ 1774🍴 [gunicorn](https://github.com/benoitc/gunicorn)) - Pre-forked, ported from Ruby's Unicorn project.
* 🌎 [uwsgi](uwsgi-docs.readthedocs.io/en/latest/) - A project aims at developing a full stack for building hosting services, written in C.
* 1490⭐ 182🍴 [waitress](https://github.com/Pylons/waitress)) - Multi-threaded, powers Pyramid.
* 6734⭐ 1741🍴 [werkzeug](https://github.com/pallets/werkzeug)) - 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.
## Newsletters
* [Awesome Python Newsletter](http://python.libhunt.com/newsletter)
* 🌎 [Pycoder's Weekly](pycoders.com/)
* 🌎 [Python Tricks](realpython.com/python-tricks/)
* 🌎 [Python Weekly](www.pythonweekly.com/)
## Podcasts
* 🌎 [Django Chat](djangochat.com/)
* 🌎 [Python Bytes](pythonbytes.fm)
* 🌎 [Talk Python To Me](talkpython.fm/)
* 🌎 [Python Test](podcast.pythontest.com/)
* 🌎 [The Real Python Podcast](realpython.com/podcasts/rpp/)
# Contributing
Your contributions are always welcome! Please take a look at the [contribution guidelines](https://github.com/correia-jpv/fucking-awesome-python/blob/master/CONTRIBUTING.md) first.
- - -
If you have any question about this opinionated list, do not hesitate to contact me 🌎 [@VintaChen](twitter.com/VintaChen) on Twitter or open an issue on GitHub.
## Source
240333⭐ 25541🍴 [vinta/awesome-python](https://github.com/vinta/awesome-python))