A curated list with Github stars and forks stats based on awesome awesome-python
Inspired by fucking-awesome-go.
- Awesome Python
- Admin Panels
- Algorithms and Design Patterns
- ASGI Servers
- Asynchronous Programming
- Audio
- Authentication
- Build Tools
- Built-in Classes Enhancement
- Caching
- ChatOps Tools
- CMS
- Code Analysis
- Command-line Interface Development
- Command-line Tools
- Compatibility
- Computer Vision
- Concurrency and Parallelism
- Configuration
- Cryptography
- Data Analysis
- Data Validation
- Data Visualization
- Database Drivers
- Database
- Date and Time
- Debugging Tools
- Deep Learning
- DevOps Tools
- Distributed Computing
- Distribution
- Documentation
- Downloader
- E-commerce
- Editor Plugins and IDEs
- Environment Management
- Files
- Foreign Function Interface
- Forms
- Functional Programming
- Game Development
- Geolocation
- GUI Development
- Hardware
- HTML Manipulation
- HTTP Clients
- Image Processing
- Implementations
- Interactive Interpreter
- Internationalization
- Job Scheduler
- Logging
- Machine Learning
- Miscellaneous
- Natural Language Processing
- Network Virtualization
- News Feed
- ORM
- Package Management
- Package Repositories
- Penetration testing
- Permissions
- Processes
- Recommender Systems
- Refactoring
- RESTful API
- Robotics
- RPC Servers
- Science
- Search
- Serialization
- Serverless Frameworks
- Shell
- Specific Formats Processing
- Static Site Generator
- Tagging
- Task Queues
- Template Engine
- Testing
- Text Processing
- Third-party APIs
- URL Manipulation
- Video
- Web Asset Management
- Web Content Extracting
- Web Crawling
- Web Frameworks
- WebSocket
- WSGI Servers
- Resources
- Contributing
Libraries for administrative interfaces.
ajenti - β 6303 π΄ 756 - The admin panel your servers deserve.
- π django-grappelli - A jazzy skin for the Django Admin-Interface.
django-jet - β 3005 π΄ 667 - Modern responsive template for the Django admin interface with improved functionality.
- π django-suit - Alternative Django Admin-Interface (free only for Non-commercial use).
django-xadmin - β 4521 π΄ 1395 - Drop-in replacement of Django admin comes with lots of goodies.
flask-admin - β 4581 π΄ 1309 - Simple and extensible administrative interface framework for Flask.
flower - β 4613 π΄ 813 - Real-time monitor and web admin for Celery.
jet-bridge - β 869 π΄ 77 - Admin panel framework for any application with nice UI (ex Jet Django)
wooey - β 1524 π΄ 172 - A Django app which creates automatic web UIs for Python scripts.
Python implementation of data structures, algorithms and design patterns. Also see awesome-algorithms.
- Algorithms
algorithms - β 18648 π΄ 3813 - Minimal examples of data structures and algorithms.
python-ds - β 1220 π΄ 409 - A collection of data structure and algorithms for coding interviews.
sortedcontainers - β 2026 π΄ 131 - Fast and pure-Python implementation of sorted collections.
TheAlgorithms - β 97765 π΄ 28197 - All Algorithms implemented in Python.
- Design Patterns
PyPattyrn - β 1145 π΄ 108 - A simple yet effective library for implementing common design patterns.
python-patterns - β 27173 π΄ 5638 - A collection of design patterns in Python.
transitions - β 3433 π΄ 417 - A lightweight, object-oriented finite state machine implementation.
ASGI-compatible web servers.
daphne - β 1452 π΄ 181 - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP.
uvicorn - β 3527 π΄ 280 - A lightning-fast ASGI server implementation, using uvloop and httptools.
- π asyncio - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
trio - β 3673 π΄ 220 - A friendly library for async concurrency and I/O.
- π Twisted - An event-driven networking engine.
uvloop - β 7483 π΄ 445 - Ultra fast asyncio event loop.
Libraries for manipulating audio and its metadata.
- Audio
audioread - β 357 π΄ 84 - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.
dejavu - β 5310 π΄ 1243 - Audio fingerprinting and recognition.
kapre - β 704 π΄ 129 - Keras Audio Preprocessors
librosa - β 4255 π΄ 695 - Python library for audio and music analysis
matchering - β 323 π΄ 46 - A library for automated reference audio mastering.
- π mingus - An advanced music theory and notation package with MIDI file and playback support.
pyAudioAnalysis - β 3720 π΄ 963 - Audio feature extraction, classification, segmentation and applications.
pydub - β 5065 π΄ 694 - Manipulate audio with a simple and easy high level interface.
TimeSide - β 299 π΄ 51 - Open web audio processing framework.
- Metadata
beets - β 9878 π΄ 1632 - A music library manager and MusicBrainz tagger.
eyeD3 - β 284 π΄ 38 - A tool for working with audio files, specifically MP3 files containing ID3 metadata.
mutagen - β 728 π΄ 96 - A Python module to handle audio metadata.
tinytag - β 432 π΄ 79 - A library for reading music meta data of MP3, OGG, FLAC and Wave files.
Libraries for implementing authentications schemes.
- OAuth
authlib - β 2279 π΄ 243 - JavaScript Object Signing and Encryption draft implementation.
django-allauth - β 6170 π΄ 2198 - Authentication app for Django that "just works."
django-oauth-toolkit - β 2150 π΄ 592 - OAuth 2 goodies for Django.
oauthlib - β 2149 π΄ 427 - A generic and thorough implementation of the OAuth request-signing logic.
python-oauth2 - β 2931 π΄ 1045 - A fully tested, abstract interface to creating OAuth clients and servers.
python-social-auth - β 2796 π΄ 1134 - An easy-to-setup social authentication mechanism.
- JWT
pyjwt - β 3619 π΄ 477 - JSON Web Token implementation in Python.
python-jose - β 772 π΄ 142 - A JOSE implementation in Python.
python-jwt - β 184 π΄ 24 - A module for generating and verifying JSON Web Tokens.
Compile software from source code.
- π BitBake - A make-like build tool for embedded Linux.
- π buildout - A build system for creating, assembling and deploying applications from multiple parts.
PlatformIO - β 4723 π΄ 578 - A console tool to build code with different development platforms.
pybuilder - β 1278 π΄ 233 - A continuous build tool written in pure Python.
- π SCons - A software construction tool.
Libraries for enhancing Python built-in classes.
attrs - β 3364 π΄ 243 - Replacement for
__init__
,__eq__
,__repr__
, etc. boilerplate in class definitions.bidict - β 731 π΄ 39 - Efficient, Pythonic bidirectional map data structures and related functionality..
Box - β 1615 π΄ 66 - Python dictionaries with advanced dot notation access.
- π dataclasses - (Python standard library) Data classes.
DottedDict - β 113 π΄ 15 - A library that provides a method of accessing lists and dicts with a dotted path notation.
Content Management Systems.
- π django-cms - An Open source enterprise CMS based on the Django.
feincms - β 789 π΄ 228 - One of the most advanced Content Management Systems built on Django.
indico - β 1138 π΄ 274 - A feature-rich event management system, made @ CERN.
Kotti - β 356 π΄ 112 - A high-level, Pythonic web application framework built on Pyramid.
mezzanine - β 4205 π΄ 1505 - A powerful, consistent, and flexible content management platform.
- π plone - A CMS built on top of the open source application server Zope.
quokka - β 2194 π΄ 459 - Flexible, extensible, small CMS powered by Flask and MongoDB.
- π wagtail - A Django content management system.
Libraries for caching data.
beaker - β 464 π΄ 133 - A WSGI middleware for sessions and caching.
django-cache-machine - β 800 π΄ 160 - Automatic caching and invalidation for Django models.
django-cacheops - β 1353 π΄ 172 - A slick ORM cache with automatic granular event-driven invalidation.
- π dogpile.cache - dogpile.cache is next generation replacement for Beaker made by same authors.
- π HermesCache - Python caching library with tag-based invalidation and dogpile effect prevention.
pylibmc - β 441 π΄ 121 - A Python wrapper around the libmemcached interface.
- π python-diskcache - SQLite and file backed cache backend with faster lookups than memcached and redis.
Libraries for chatbot development.
errbot - β 2415 π΄ 525 - The easiest and most popular chatbot to implement ChatOps.
Tools of static analysis, linters and code quality checkers. Also see awesome-static-analysis.
- Code Analysis
coala - β 3129 π΄ 1343 - Language independent and easily extendable code analysis application.
code2flow - β 800 π΄ 133 - Turn your Python and JavaScript code into DOT flowcharts.
prospector - β 1364 π΄ 117 - A tool to analyse Python code.
pycallgraph - β 1502 π΄ 266 - A library that visualises the flow (call graph) of your Python application.
vulture - β 1162 π΄ 66 - A tool for finding and analysing dead Python code.
- Code Linters
- π flake8 - A wrapper around
pycodestyle
,pyflakes
and McCabe.awesome-flake8-extensions - β 475 π΄ 18
pylama - β 755 π΄ 76 - A code audit tool for Python and JavaScript.
- π pylint - A fully customizable source code analyzer.
wemake-python-styleguide - β 1341 π΄ 260 - The strictest and most opinionated python linter ever.
- π flake8 - A wrapper around
- Code Formatters
- Static Type Checkers, also see awesome-python-typing
- π mypy - Check variable types during compile time.
pyre-check - β 5153 π΄ 307 - Performant type checking.
typeshed - β 1975 π΄ 990 - Collection of library stubs for Python, with static types.
- Static Type Annotations Generators
MonkeyType - β 3242 π΄ 124 - A system for Python that generates static type annotations by collecting runtime types.
pyannotate - β 1167 π΄ 47 - Auto-generate PEP-484 annotations.
pytype - β 3086 π΄ 177 - Pytype checks and infers types for Python code - without requiring type annotations.
Libraries for building command-line applications.
- Command-line Application Development
- π cement - CLI Application Framework for Python.
- π click - A package for creating beautiful command line interfaces in a composable way.
- π cliff - A framework for creating command-line programs with multi-level commands.
- π docopt - Pythonic command line arguments parser.
python-fire - β 18569 π΄ 1116 - A library for creating command line interfaces from absolutely any Python object.
python-prompt-toolkit - β 6788 π΄ 524 - A library for building powerful interactive command lines.
- Terminal Rendering
alive-progress - β 1812 π΄ 47 - A new kind of Progress Bar, with real-time throughput, eta and very cool animations.
asciimatics - β 2551 π΄ 195 - A package to create full-screen text UIs (from interactive forms to ASCII animations).
bashplotlib - β 1503 π΄ 124 - Making basic plots in the terminal.
- π colorama - Cross-platform colored terminal text.
rich - β 20762 π΄ 604 - Python library for rich text and beautiful formatting in the terminal. Also provides a great
RichHandler
log handler.tqdm - β 17205 π΄ 885 - Fast, extensible progress bar for loops and CLI.
Useful CLI-based tools for productivity.
- Productivity Tools
copier - β 210 π΄ 21 - A library and command-line utility for rendering projects templates.
cookiecutter - β 13726 π΄ 1406 - A command-line utility that creates projects from cookiecutters (project templates).
doitlive - β 2895 π΄ 89 - A tool for live presentations in the terminal.
howdoi - β 8681 π΄ 790 - Instant coding answers via the command line.
Invoke - β 3141 π΄ 279 - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.
PathPicker - β 4520 π΄ 278 - Select files out of bash output.
percol - β 2989 π΄ 147 - Adds flavor of interactive selection to the traditional pipe concept on UNIX.
thefuck - β 58684 π΄ 2817 - Correcting your previous console command.
tmuxp - β 2975 π΄ 190 - A tmux session manager.
try - β 579 π΄ 29 - A dead simple CLI to try out python packages - it's never been easier.
- CLI Enhancements
httpie - β 49578 π΄ 3217 - A command line HTTP client, a user-friendly cURL replacement.
iredis - β 1355 π΄ 51 - Redis CLI with autocompletion and syntax highlighting.
kube-shell - β 1810 π΄ 153 - An integrated shell for working with the Kubernetes CLI.
litecli - β 1290 π΄ 39 - SQLite CLI with autocompletion and syntax highlighting.
mycli - β 9342 π΄ 573 - MySQL CLI with autocompletion and syntax highlighting.
pgcli - β 9297 π΄ 421 - PostgreSQL CLI with autocompletion and syntax highlighting.
saws - β 4690 π΄ 255 - A Supercharged aws-cli.
Libraries for migrating from Python 2 to 3.
- π python-future - The missing compatibility layer between Python 2 and Python 3.
modernize - β 242 π΄ 45 - Modernizes Python code for eventual Python 3 migration.
- π six - Python 2 and 3 compatibility utilities.
Libraries for Computer Vision.
EasyOCR - β 10165 π΄ 1017 - Ready-to-use OCR with 40+ languages supported.
Face Recognition - β 38312 π΄ 10800 - Simple facial recognition library.
Kornia - β 3542 π΄ 355 - Open Source Differentiable Computer Vision Library for PyTorch.
- π OpenCV - Open Source Computer Vision Library.
pytesseract - β 3395 π΄ 513 - A wrapper for Google Tesseract OCR.
SimpleCV - β 2450 π΄ 783 - An open source framework for building computer vision applications.
tesserocr - β 1385 π΄ 193 - Another simple, Pillow-friendly, wrapper around the
tesseract-ocr
API for OCR.
Libraries for concurrent and parallel execution. Also see awesome-asyncio.
- π concurrent.futures - (Python standard library) A high-level interface for asynchronously executing callables.
- π eventlet - Asynchronous framework with WSGI support.
gevent - β 1207 π΄ 197 - A coroutine-based Python networking library that uses greenlet.
- π multiprocessing - (Python standard library) Process-based parallelism.
scoop - β 494 π΄ 77 - Scalable Concurrent Operations in Python.
uvloop - β 7483 π΄ 445 - Ultra fast implementation of
asyncio
event loop on top oflibuv
.
Libraries for storing and parsing configuration options.
configobj - β 246 π΄ 58 - INI file parser with validation.
- π configparser - (Python standard library) INI file parser.
hydra - β 3635 π΄ 293 - Hydra is a framework for elegantly configuring complex applications.
- π profig - Config from multiple formats with value conversion.
python-decouple - β 1616 π΄ 129 - Strict separation of settings from code.
- π cryptography - A package designed to expose cryptographic primitives and recipes to Python developers.
paramiko - β 6721 π΄ 1638 - The leading native Python SSHv2 protocol library.
- π passlib - Secure password storage/hashing library, very high level.
pynacl - β 750 π΄ 166 - Python binding to the Networking and Cryptography (NaCl) library.
Libraries for data analyzing.
AWS Data Wrangler - β 1396 π΄ 225 - Pandas on AWS.
Blaze - β 2921 π΄ 379 - NumPy and Pandas interface to Big Data.
Open Mining - β 1116 π΄ 230 - Business Intelligence (BI) in Pandas interface.
Optimus - β 972 π΄ 194 - Agile Data Science Workflows made easy with PySpark.
- π Orange - Data mining, data visualization, analysis and machine learning through visual programming or scripts.
- π Pandas - A library providing high-performance, easy-to-use data structures and data analysis tools.
Libraries for validating data. Used for forms in many cases.
Cerberus - β 2381 π΄ 207 - A lightweight and extensible data validation library.
- π colander - Validating and deserializing data obtained via XML, JSON, an HTML form post.
jsonschema - β 3075 π΄ 454 - An implementation of JSON Schema for Python.
schema - β 2269 π΄ 164 - A library for validating Python data structures.
Schematics - β 2393 π΄ 291 - Data Structure Validation.
valideer - β 246 π΄ 18 - Lightweight extensible data validation and adaptation library.
voluptuous - β 1668 π΄ 190 - A Python data validation library.
Libraries for visualizing data. Also see awesome-javascript.
Altair - β 6363 π΄ 572 - Declarative statistical visualization library for Python.
Bokeh - β 14574 π΄ 3626 - Interactive Web Plotting for Python.
bqplot - β 2994 π΄ 431 - Interactive Plotting Library for the Jupyter Notebook
Cartopy - β 839 π΄ 268 - A cartographic python library with matplotlib support
- π Dash - Built on top of Flask, React and Plotly aimed at analytical web applications.
awesome-dash - β 1021 π΄ 163
diagrams - β 12426 π΄ 683 - Diagram as Code.
- π Matplotlib - A Python 2D plotting library.
plotnine - β 2512 π΄ 133 - A grammar of graphics for Python based on ggplot2.
- π Pygal - A Python SVG Charts Creator.
- π PyGraphviz - Python interface to Graphviz.
- π PyQtGraph - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.
Seaborn - β 8033 π΄ 1363 - Statistical data visualization using Matplotlib.
VisPy - β 2567 π΄ 542 - High-performance scientific visualization based on OpenGL.
Databases implemented in Python.
pickleDB - β 534 π΄ 92 - A simple and lightweight key-value store for Python.
tinydb - β 3978 π΄ 366 - A tiny, document-oriented database.
ZODB - β 442 π΄ 66 - A native object database for Python. A key-value and object graph database.
Libraries for connecting and operating databases.
- MySQL - awesome-mysql
mysqlclient - β 1859 π΄ 310 - MySQL connector with Python 3 support (mysql-python fork).
PyMySQL - β 6296 π΄ 1267 - A pure Python MySQL driver compatible to mysql-python.
- PostgreSQL - awesome-postgres
- π psycopg2 - The most popular PostgreSQL adapter for Python.
queries - β 232 π΄ 28 - A wrapper of the psycopg2 library for interacting with PostgreSQL.
- Other Relational Databases
- π pymssql - A simple database interface to Microsoft SQL Server.
SuperSQLite - β 658 π΄ 18 - A supercharged SQLite library built on top of apsw.
- NoSQL Databases
cassandra-driver - β 1214 π΄ 450 - The Python Driver for Apache Cassandra.
happybase - β 556 π΄ 152 - A developer-friendly library for Apache HBase.
kafka-python - β 4200 π΄ 1127 - The Python client for Apache Kafka.
- π py2neo - A client library and toolkit for working with Neo4j.
pymongo - β 3210 π΄ 984 - The official Python client for MongoDB.
redis-py - β 9045 π΄ 1922 - The Python client for Redis.
- Asynchronous Clients
motor - β 1631 π΄ 145 - The async Python driver for MongoDB.
Libraries for working with dates and times.
- π Arrow - A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps.
Chronyk - β 311 π΄ 11 - A Python 3 library for parsing human-written times and dates.
dateutil - β 1490 π΄ 354 - Extensions to the standard Python datetime module.
delorean - β 1704 π΄ 115 - A library for clearing up the inconvenient truths that arise dealing with datetimes.
maya - β 3233 π΄ 209 - Datetimes for Humans.
moment - β 667 π΄ 40 - A Python library for dealing with dates/times. Inspired by Moment.js.
Pendulum - β 4254 π΄ 241 - Python datetimes made easy.
PyTime - β 138 π΄ 21 - An easy-to-use Python module which aims to operate date/time/datetime by string.
- π pytz - World timezone definitions, modern and historical. Brings the tz database into Python.
when.py - β 184 π΄ 17 - Providing user-friendly functions to help perform common date and time actions.
Libraries for debugging code.
- pdb-like Debugger
- Tracing
lptrace - β 669 π΄ 40 - strace for Python programs.
manhole - β 301 π΄ 14 - Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt.
pyringe - β 1584 π΄ 70 - Debugger capable of attaching to and injecting code into Python processes.
python-hunter - β 582 π΄ 27 - A flexible code tracing toolkit.
- Profiler
line_profiler - β 3498 π΄ 245 - Line-by-line profiling.
memory_profiler - β 60 π΄ 11 - Monitor Memory usage of Python code.
profiling - β 2997 π΄ 119 - An interactive Python profiler.
py-spy - β 6467 π΄ 233 - A sampling profiler for Python programs. Written in Rust.
pyflame - β 2884 π΄ 220 - A ptracing profiler For Python.
vprof - β 3712 π΄ 168 - Visual Python profiler.
- Others
django-debug-toolbar - β 6291 π΄ 910 - Display various debug information for Django.
django-devserver - β 1262 π΄ 165 - A drop-in replacement for Django's runserver.
flask-debugtoolbar - β 789 π΄ 121 - A port of the django-debug-toolbar to flask.
icecream - β 2082 π΄ 43 - Inspect variables, expressions, and program execution with a single, simple function call.
pyelftools - β 1145 π΄ 389 - Parsing and analyzing ELF files and DWARF debugging information.
Frameworks for Neural Networks and Deep Learning. Also see awesome-deep-learning.
caffe - β 31337 π΄ 18757 - A fast open framework for deep learning..
keras - β 50600 π΄ 18717 - A high-level neural networks library and capable of running on top of either TensorFlow or Theano.
mxnet - β 19241 π΄ 6805 - A deep learning framework designed for both efficiency and flexibility.
pytorch - β 45833 π΄ 12149 - Tensors and Dynamic neural networks in Python with strong GPU acceleration.
SerpentAI - β 5818 π΄ 658 - Game agent framework. Use any video game as a deep learning sandbox.
tensorflow - β 152804 π΄ 83838 - The most popular Deep Learning framework created by Google.
Theano - β 9328 π΄ 2503 - A library for fast numerical computation.
Software and libraries for DevOps.
- Configuration Management
ansible - β 46677 π΄ 20195 - A radically simple IT automation platform.
- π cloudinit - A multi-distribution package that handles early initialization of a cloud instance.
- π OpenStack - Open source software for building private and public clouds.
pyinfra - β 1083 π΄ 103 - A versatile CLI tools and python libraries to automate infrastructure.
saltstack - β 11496 π΄ 5011 - Infrastructure automation and management system.
- SSH-style Deployment
- Process Management
honcho - β 1390 π΄ 126 - A Python clone of Foreman, for managing Procfile-based applications.
supervisor - β 6633 π΄ 1106 - Supervisor process control system for UNIX.
- Monitoring
psutil - β 7010 π΄ 1079 - A cross-platform process and system utilities module.
- Backup
- π BorgBackup - A deduplicating archiver with compression and encryption.
- Others
- π docker-compose - Fast, isolated development environments using Docker.
Frameworks and libraries for Distributed Computing.
- Batch Processing
dask - β 7824 π΄ 1211 - A flexible parallel computing library for analytic computing.
luigi - β 14151 π΄ 2214 - A module that helps you build complex pipelines of batch jobs.
mrjob - β 2528 π΄ 590 - Run MapReduce jobs on Hadoop or Amazon Web Services.
- π PySpark - Apache Spark Python API.
Ray - β 14616 π΄ 2347 - A system for parallel and distributed Python that unifies the machine learning ecosystem.
- Stream Processing
faust - β 5249 π΄ 435 - A stream processing library, porting the ideas from Kafka Streams to Python.
streamparse - β 1426 π΄ 216 - Run Python code against real-time streams of data via Apache Storm.
Libraries to create packaged executables for release distribution.
dh-virtualenv - β 1418 π΄ 162 - Build and distribute a virtualenv as a Debian package.
- π Nuitka - Compile scripts, modules, packages to an executable or extension module.
- π py2app - Freezes Python scripts (Mac OS X).
- π py2exe - Freezes Python scripts (Windows).
pyarmor - β 836 π΄ 116 - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
PyInstaller - β 7609 π΄ 1595 - Converts Python programs into stand-alone executables (cross-platform).
- π pynsist - A tool to build Windows installers, installers bundle Python itself.
shiv - β 1113 π΄ 65 - A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included.
Libraries for generating project documentation.
sphinx - β 3759 π΄ 1406 - Python Documentation generator.
awesome-sphinxdoc - β 703 π΄ 62
pdoc - β 787 π΄ 94 - Epydoc replacement to auto generate API documentation for Python libraries.
pycco - β 735 π΄ 135 - The literate-programming-style documentation generator.
Libraries for downloading.
akshare - β 2931 π΄ 594 - A financial data interface library, built for human beings!
s3cmd - β 3528 π΄ 807 - A command line tool for managing Amazon S3 and CloudFront.
s4cmd - β 1058 π΄ 185 - Super S3 command line tool, good for higher performance.
- π you-get - A YouTube/Youku/Niconico video downloader written in Python 3.
- π youtube-dl - A small command-line program to download videos from YouTube.
Frameworks and libraries for e-commerce and payments.
alipay - β 318 π΄ 102 - Unofficial Alipay API for Python.
Cartridge - β 623 π΄ 290 - A shopping cart app built using the Mezzanine.
- π django-oscar - An open-source e-commerce framework for Django.
django-shop - β 2424 π΄ 869 - A Django based shop system.
forex-python - β 365 π΄ 116 - Foreign exchange rates, Bitcoin price index and currency conversion.
merchant - β 965 π΄ 174 - A Django app to accept payments from various payment processors.
money - β 192 π΄ 27 -
Money
class with optional CLDR-backed locale-aware formatting and an extensible currency exchange.python-currencies - β 49 π΄ 9 - Display money format and its filthy currencies.
- π saleor - An e-commerce storefront for Django.
- π shoop - An open source E-Commerce platform based on Django.
- Emacs
elpy - β 1666 π΄ 212 - Emacs Python Development Environment.
- Sublime Text
anaconda - β 2105 π΄ 247 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE.
SublimeJEDI - β 912 π΄ 106 - A Sublime Text plugin to the awesome auto-complete library Jedi.
- Vim
jedi-vim - β 4662 π΄ 371 - Vim bindings for the Jedi auto-completion library for Python.
python-mode - β 5156 π΄ 883 - An all in one plugin for turning Vim into a Python IDE.
YouCompleteMe - β 22433 π΄ 2597 - Includes Jedi-based completion engine for Python.
- Visual Studio
PTVS - β 2313 π΄ 657 - Python Tools for Visual Studio.
- Visual Studio Code
- π Python - The official VSCode extension with rich support for Python.
- IDE
- π PyCharm - Commercial Python IDE by JetBrains. Has free community edition available.
spyder - β 5934 π΄ 1211 - Open Source Python IDE.
Libraries for sending and parsing email.
- Mail Servers
- Clients
- Others
Libraries for Python version and virtual environment management.
pyenv - β 22206 π΄ 1934 - Simple Python version management.
virtualenv - β 3799 π΄ 877 - A tool to create isolated Python environments.
Libraries for file manipulation and MIME type detection.
- π mimetypes - (Python standard library) Map filenames to MIME types.
path.py - β 938 π΄ 125 - A module wrapper for os.path.
- π pathlib - (Python standard library) An cross-platform, object-oriented path library.
PyFilesystem2 - β 1206 π΄ 128 - Python's filesystem abstraction layer.
python-magic - β 1819 π΄ 216 - A Python interface to the libmagic file type identification library.
Unipath - β 494 π΄ 36 - An object-oriented approach to file/directory operations.
watchdog - β 4562 π΄ 548 - API and shell utilities to monitor file system events.
Libraries for providing foreign function interface.
- π cffi - Foreign Function Interface for Python calling C code.
- π ctypes - (Python standard library) Foreign Function Interface for Python calling C code.
- π PyCUDA - A Python wrapper for Nvidia's CUDA API.
- π SWIG - Simplified Wrapper and Interface Generator.
Libraries for working with forms.
Deform - β 353 π΄ 157 - Python HTML form generation library influenced by the formish form generation library.
django-bootstrap3 - β 2230 π΄ 693 - Bootstrap 3 integration with Django.
django-bootstrap4 - β 861 π΄ 200 - Bootstrap 4 integration with Django.
django-crispy-forms - β 4097 π΄ 683 - A Django app which lets you create beautiful forms in a very elegant and DRY way.
django-remote-forms - β 200 π΄ 103 - A platform independent Django form serializer.
WTForms - β 1202 π΄ 333 - A flexible forms validation and rendering library.
Functional Programming with Python.
Coconut - β 3096 π΄ 101 - A variant of Python built for simple, elegant, Pythonic functional programming.
CyToolz - β 763 π΄ 57 - Cython implementation of
Toolz
: High performance functional utilities.fn.py - β 3073 π΄ 190 - Functional programming in Python: implementation of missing features to enjoy FP.
funcy - β 2440 π΄ 115 - A fancy and practical functional tools.
more-itertools - β 1759 π΄ 155 - More routines for operating on iterables, beyond
itertools
.returns - β 1554 π΄ 61 - A set of type-safe monads, transformers, and composition utilities.
Toolz - β 3417 π΄ 222 - A collection of functional utilities for iterators, functions, and dictionaries.
Libraries for working with graphical user interface applications.
- π curses - Built-in wrapper for ncurses used to create terminal GUI applications.
Eel - β 4114 π΄ 396 - A library for making simple Electron-like offline HTML/JS GUI apps.
enaml - β 997 π΄ 102 - Creating beautiful user-interfaces with Declarative Syntax like QML.
Flexx - β 2526 π΄ 240 - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering.
Gooey - β 11001 π΄ 659 - Turn command line programs into a full GUI application with one line.
- π kivy - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.
pyglet - β 692 π΄ 129 - A cross-platform windowing and multimedia library for Python.
- π PyGObject - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3).
- π PyQt - Python bindings for the Qt cross-platform application and UI framework.
PySimpleGUI - β 5449 π΄ 903 - Wrapper for tkinter, Qt, WxPython and Remi.
pywebview - β 2215 π΄ 298 - A lightweight cross-platform native wrapper around a webview component.
- π Tkinter - Tkinter is Python's de-facto standard GUI package.
Toga - β 2592 π΄ 471 - A Python native, OS native GUI toolkit.
- π urwid - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
- π wxPython - A blending of the wxWidgets C++ class library with the Python.
DearPyGui - β 4189 π΄ 182 - A Simple GPU accelerated Python GUI framework
Libraries for working with GraphQL.
graphene - β 6292 π΄ 665 - GraphQL framework for Python.
tartiflette-aiohttp - β 52 π΄ 5 - An
aiohttp
-based wrapper for Tartiflette to expose GraphQL APIs over HTTP.tartiflette-asgi - β 74 π΄ 10 - ASGI support for the Tartiflette GraphQL engine.
- π tartiflette - SDL-first GraphQL engine implementation for Python 3.6+ and asyncio.
Awesome game development libraries.
- π Arcade - Arcade is a modern Python framework for crafting games with compelling graphics and sound.
- π Cocos2d - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications.
- π Harfang3D - Python framework for 3D, VR and game development.
- π Panda3D - 3D game engine developed by Disney.
- π Pygame - Pygame is a set of Python modules designed for writing games.
- π PyOgre - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D.
- π PyOpenGL - Python ctypes bindings for OpenGL and it's related APIs.
- π PySDL2 - A ctypes based wrapper for the SDL2 library.
- π RenPy - A Visual Novel engine.
Libraries for geocoding addresses and working with latitudes and longitudes.
django-countries - β 939 π΄ 212 - A Django app that provides a country field for models and forms.
- π GeoDjango - A world-class geographic web framework.
GeoIP - β 217 π΄ 62 - Python API for MaxMind GeoIP Legacy Database.
geojson - β 594 π΄ 79 - Python bindings and utilities for GeoJSON.
geopy - β 3192 π΄ 535 - Python Geocoding Toolbox.
pygeoip - β 482 π΄ 111 - Pure Python GeoIP API.
Libraries for working with HTML and XML.
- π BeautifulSoup - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
bleach - β 2067 π΄ 213 - A whitelist-based HTML sanitization and text linkification library.
- π cssutils - A CSS library for Python.
html5lib - β 888 π΄ 256 - A standards-compliant library for parsing and serializing HTML documents and fragments.
- π lxml - A very fast, easy-to-use and versatile library for handling HTML and XML.
MarkupSafe - β 362 π΄ 97 - Implements a XML/HTML/XHTML Markup safe string for Python.
pyquery - β 1962 π΄ 163 - A jQuery-like library for parsing HTML.
untangle - β 495 π΄ 71 - Converts XML documents to Python objects for easy access.
- π WeasyPrint - A visual rendering engine for HTML and CSS that can export to PDF.
- π xmldataset - Simple XML Parsing.
xmltodict - β 4250 π΄ 415 - Working with XML feel like you are working with JSON.
Libraries for working with HTTP.
grequests - β 3643 π΄ 321 - requests + gevent for asynchronous HTTP requests.
httplib2 - β 395 π΄ 133 - Comprehensive HTTP client library.
httpx - β 6368 π΄ 407 - A next generation HTTP client for Python.
requests - β 44456 π΄ 8113 - HTTP Requests for Humans.
treq - β 513 π΄ 140 - Python requests like API built on top of Twisted's HTTP client.
urllib3 - β 2564 π΄ 811 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.
Libraries for programming with hardware.
- π ino - Command line toolkit for working with Arduino.
keyboard - β 2221 π΄ 260 - Hook and simulate global keyboard events on Windows and Linux.
mouse - β 400 π΄ 65 - Hook and simulate global mouse events on Windows and Linux.
- π Pingo - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc.
PyUserInput - β 950 π΄ 243 - A module for cross-platform control of the mouse and keyboard.
scapy - β 5967 π΄ 1382 - A brilliant packet manipulation library.
wifi - β 277 π΄ 146 - A Python library and command line tool for working with WiFi on Linux.
Libraries for manipulating images.
hmap - β 182 π΄ 21 - Image histogram remapping.
- π imgSeek - A project for searching a collection of images using visual similarity.
nude.py - β 790 π΄ 129 - Nudity detection.
pagan - β 211 π΄ 24 - Retro identicon (Avatar) generation based on input string and hash.
pillow - β 8149 π΄ 1566 - Pillow is the friendly PIL fork.
python-barcode - β 235 π΄ 70 - Create barcodes in Python with no extra dependencies.
pygram - β 97 π΄ 11 - Instagram-like image filters.
- π PyMatting - A library for alpha matting.
python-qrcode - β 2379 π΄ 428 - A pure Python QR Code generator.
pywal - β 4879 π΄ 194 - A tool that generates color schemes from images.
pyvips - β 287 π΄ 25 - A fast image processing library with low memory needs.
Quads - β 971 π΄ 112 - Computer art based on quadtrees.
- π scikit-image - A Python library for (scientific) image processing.
thumbor - β 8172 π΄ 707 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.
wand - β 1050 π΄ 183 - Python bindings for MagickWand, C API for ImageMagick.
Implementations of Python.
CLPython - β 310 π΄ 32 - Implementation of the Python programming language written in Common Lisp.
CPython - β 35859 π΄ 17601 - Default, most widely used implementation of the Python programming language written in C.
- π Cython - Optimizing Static Compiler for Python.
Grumpy - β 10250 π΄ 653 - More compiler than interpreter as more powerful CPython2.7 replacement (alpha).
IronPython - β 1278 π΄ 164 - Implementation of the Python programming language written in C#.
- π Jython - Implementation of Python programming language written in Java for the JVM.
MicroPython - β 11835 π΄ 4007 - A lean and efficient Python programming language implementation.
- π Numba - Python JIT compiler to LLVM aimed at scientific Python.
PeachPy - β 1486 π΄ 132 - x86-64 assembler embedded in Python.
Pyjion - β 1444 π΄ 77 - A JIT for Python based upon CoreCLR.
- π PyPy - A very fast and compliant implementation of the Python language.
Pyston - β 4918 π΄ 313 - A Python implementation using JIT techniques.
Stackless Python - β 684 π΄ 47 - An enhanced version of the Python programming language.
Interactive Python interpreters (REPL).
bpython - β 1705 π΄ 186 - A fancy interface to the Python interpreter.
- π Jupyter Notebook (IPython) - A rich toolkit to help you make the most out of using Python interactively.
awesome-jupyter - β 2092 π΄ 267
ptpython - β 3865 π΄ 226 - Advanced Python REPL built on top of the python-prompt-toolkit.
Libraries for working with i18n.
- π Babel - An internationalization library for Python.
PyICU - β 127 π΄ 52 - A wrapper of International Components for Unicode C++ library (ICU).
Libraries for scheduling jobs.
- π Airflow - Airflow is a platform to programmatically author, schedule and monitor workflows.
- π APScheduler - A light but powerful in-process task scheduler that lets you schedule functions.
django-schedule - β 788 π΄ 287 - A calendaring app for Django.
- π doit - A task runner and build tool.
gunnery - β 724 π΄ 76 - Multipurpose task execution tool for distributed systems with web-based interface.
- π Joblib - A set of tools to provide lightweight pipelining in Python.
Plan - β 1127 π΄ 95 - Writing crontab file in Python like a charm.
Prefect - β 5768 π΄ 505 - A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.
schedule - β 8131 π΄ 749 - Python job scheduling for humans.
Spiff - β 937 π΄ 230 - A powerful workflow engine implemented in pure Python.
- π TaskFlow - A Python library that helps to make task execution easy, consistent and reliable.
Libraries for generating and working with logs.
- π logbook - Logging replacement for Python.
- π logging - (Python standard library) Logging facility for Python.
loguru - β 7992 π΄ 363 - Library which aims to bring enjoyable logging in Python.
sentry-python - β 838 π΄ 180 - Sentry SDK for Python.
- π structlog - Structured logging made easy.
Libraries for Machine Learning. Also see awesome-machine-learning.
gym - β 23310 π΄ 6644 - A toolkit for developing and comparing reinforcement learning algorithms.
H2O - β 5174 π΄ 1806 - Open Source Fast Scalable Machine Learning Platform.
Metrics - β 1388 π΄ 427 - Machine learning evaluation metrics.
NuPIC - β 6193 π΄ 1583 - Numenta Platform for Intelligent Computing.
- π scikit-learn - The most popular Python library for Machine Learning.
- π Spark ML - Apache Spark's scalable Machine Learning library.
vowpal_porpoise - β 159 π΄ 30 - A lightweight Python wrapper for Vowpal Wabbit.
xgboost - β 20485 π΄ 7883 - A scalable, portable, and distributed gradient boosting library.
MindsDB - β 3186 π΄ 408 - 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.
Python programming on Microsoft Windows.
- π Python(x,y) - Scientific-applications-oriented Python Distribution based on Qt and Spyder.
- π pythonlibs - Unofficial Windows binaries for Python extension packages.
PythonNet - β 2438 π΄ 470 - Python Integration with the .NET Common Language Runtime (CLR).
PyWin32 - β 2797 π΄ 556 - Python Extensions for Windows.
- π WinPython - Portable development environment for Windows 7/8.
Useful libraries or tools that don't fit in the categories above.
blinker - β 1179 π΄ 146 - A fast Python in-process signal/event dispatching system.
boltons - β 5365 π΄ 290 - A set of pure-Python utilities.
itsdangerous - β 2115 π΄ 176 - Various helpers to pass trusted data to untrusted environments.
magenta - β 16211 π΄ 3321 - A tool to generate music and art using artificial intelligence.
pluginbase - β 929 π΄ 140 - A simple but flexible plugin system for Python.
- π tryton - A general purpose business framework.
Libraries for working with human languages.
- General
gensim - β 11646 π΄ 3901 - Topic Modeling for Humans.
langid.py - β 1719 π΄ 275 - Stand-alone language identification system.
- π nltk - A leading platform for building Python programs to work with human language data.
pattern - β 7757 π΄ 1532 - A web mining module.
polyglot - β 1755 π΄ 299 - Natural language pipeline supporting hundreds of languages.
pytext - β 6119 π΄ 780 - A natural language modeling framework based on PyTorch.
PyTorch-NLP - β 1856 π΄ 222 - A toolkit enabling rapid deep learning NLP prototyping for research.
- π spacy - A library for industrial-strength natural language processing in Python and Cython.
Stanza - β 5137 π΄ 647 - The Stanford NLP Group's official Python library, supporting 60+ languages.
- Chinese
funNLP - β 28342 π΄ 8395 - A collection of tools and datasets for Chinese NLP.
jieba - β 25386 π΄ 6082 - The most popular Chinese text segmentation library.
pkuseg-python - β 5256 π΄ 840 - A toolkit for Chinese word segmentation in various domains.
snownlp - β 5264 π΄ 1256 - A library for processing Chinese text.
Tools and libraries for Virtual Networking and SDN (Software Defined Networking).
mininet - β 3752 π΄ 1471 - A popular network emulator and API written in Python.
napalm - β 1616 π΄ 467 - Cross-vendor API to manipulate network devices.
pox - β 518 π΄ 448 - A Python-based SDN control applications, such as OpenFlow SDN controllers.
Libraries for building user's activities.
django-activity-stream - β 1860 π΄ 461 - Generating generic activity streams from the actions on your site.
Stream Framework - β 4458 π΄ 552 - Building news feed and notification systems using Cassandra and Redis.
Libraries that implement Object-Relational Mapping or data mapping techniques.
- Relational Databases
- π Django Models - The Django ORM.
- π SQLAlchemy - The Python SQL Toolkit and Object Relational Mapper.
awesome-sqlalchemy - β 2183 π΄ 133
dataset - β 3977 π΄ 264 - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.
orator - β 1185 π΄ 148 - The Orator ORM provides a simple yet beautiful ActiveRecord implementation.
orm - β 1174 π΄ 67 - An async ORM.
peewee - β 8117 π΄ 1265 - A small, expressive ORM.
pony - β 2447 π΄ 199 - ORM that provides a generator-oriented interface to SQL.
pydal - β 346 π΄ 116 - A pure Python Database Abstraction Layer.
- NoSQL Databases
hot-redis - β 267 π΄ 27 - Rich Python data types for Redis.
mongoengine - β 3383 π΄ 1133 - A Python Object-Document-Mapper for working with MongoDB.
PynamoDB - β 1465 π΄ 347 - A Pythonic interface for Amazon DynamoDB.
redisco - β 432 π΄ 85 - A Python Library for Simple Models and Containers Persisted in Redis.
Libraries for package and dependency management.
- π pip - The package installer for Python.
conda - β 3989 π΄ 996 - Cross-platform, Python-agnostic binary package manager.
poetry - β 13656 π΄ 1080 - Python dependency management and packaging made easy.
Local PyPI repository server and proxies.
bandersnatch - β 213 π΄ 90 - PyPI mirroring tool provided by Python Packaging Authority (PyPA).
devpi - β 434 π΄ 81 - PyPI server and packaging/testing/release tool.
localshop - β 371 π΄ 116 - Local PyPI server (custom packages and auto-mirroring of pypi).
warehouse - β 2581 π΄ 752 - Next generation Python Package Repository (PyPI).
Frameworks and tools for penetration testing.
fsociety - β 6397 π΄ 1502 - A Penetration testing framework.
setoolkit - β 6139 π΄ 1924 - A toolkit for social engineering.
sqlmap - β 19235 π΄ 4159 - Automatic SQL injection and database takeover tool.
Libraries that allow or deny users access to data or functionality.
django-guardian - β 2858 π΄ 505 - Implementation of per object permissions for Django 1.2+
django-rules - β 1188 π΄ 96 - A tiny but powerful app providing object-level permissions to Django, without requiring a database.
Libraries for starting and communicating with OS processes.
delegator.py - β 1532 π΄ 81 - Subprocesses for Humans 2.0.
- π sarge - Yet another wrapper for subprocess.
sh - β 5571 π΄ 433 - A full-fledged subprocess replacement for Python.
Libraries for building recommender systems.
annoy - β 8076 π΄ 888 - Approximate Nearest Neighbors in C++/Python optimized for memory usage.
fastFM - β 893 π΄ 195 - A library for Factorization Machines.
implicit - β 2235 π΄ 475 - A fast Python implementation of collaborative filtering for implicit datasets.
libffm - β 1485 π΄ 457 - A library for Field-aware Factorization Machine (FFM).
lightfm - β 3465 π΄ 571 - A Python implementation of a number of popular recommendation algorithms.
spotlight - β 2396 π΄ 373 - Deep recommender models using PyTorch.
Surprise - β 4655 π΄ 835 - A scikit for building and analyzing recommender systems.
tensorrec - β 1113 π΄ 208 - A Recommendation Engine Framework in TensorFlow.
Refactoring tools and libraries for Python
- π Bicycle Repair Man - Bicycle Repair Man, a refactoring tool for Python.
- π Bowler - Safe code refactoring for modern Python.
Rope - β 1076 π΄ 120 - Rope is a python refactoring library.
Libraries for building RESTful APIs.
- Django
- π django-rest-framework - A powerful and flexible toolkit to build web APIs.
- π django-tastypie - Creating delicious APIs for Django apps.
- Flask
eve - β 6280 π΄ 726 - REST API framework powered by Flask, MongoDB and good intentions.
flask-api - β 1217 π΄ 148 - Browsable Web APIs for Flask.
flask-restful - β 5896 π΄ 926 - Quickly building REST APIs for Flask.
- Pyramid
cornice - β 363 π΄ 152 - A RESTful framework for Pyramid.
- Framework agnostic
apistar - β 5539 π΄ 432 - A smart Web API framework, designed for Python 3.
falcon - β 8216 π΄ 818 - A high-performance framework for building cloud APIs and web app backends.
fastapi - β 26467 π΄ 1802 - A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints.
hug - β 6440 π΄ 367 - A Python 3 framework for cleanly exposing APIs.
sandman2 - β 1628 π΄ 177 - Automated REST APIs for existing database-driven systems.
sanic - β 14500 π΄ 1309 - A Python 3.6+ web server and web framework that's written to go fast.
- π vibora - Fast, efficient and asynchronous Web framework inspired by Flask.
Libraries for robotics.
PythonRobotics - β 11390 π΄ 3691 - This is a compilation of various robotics algorithms with visualizations.
- π rospy - This is a library for ROS (Robot Operating System).
RPC-compatible servers.
RPyC (Remote Python Call) - β 966 π΄ 192 - A transparent and symmetric RPC library for Python
zeroRPC - β 2730 π΄ 357 - zerorpc is a flexible RPC implementation based on ZeroMQ and MessagePack.
Libraries for scientific computing. Also see Python-for-Scientists.
- π astropy - A community Python library for Astronomy.
bcbio-nextgen - β 798 π΄ 332 - Providing best-practice pipelines for fully automated high throughput sequencing analysis.
bccb - β 488 π΄ 215 - Collection of useful code related to biological analysis.
- π Biopython - Biopython is a set of freely available tools for biological computation.
- π cclib - A library for parsing and interpreting the results of computational chemistry packages.
- π Colour - Implementing a comprehensive number of colour theory transformations and algorithms.
Karate Club - β 1141 π΄ 138 - Unsupervised machine learning toolbox for graph structured data.
- π NetworkX - A high-productivity software for complex networks.
- π NIPY - A collection of neuroimaging toolkits.
- π NumPy - A fundamental package for scientific computing with Python.
ObsPy - A Python toolbox for seismology.
- π Open Babel - A chemical toolbox designed to speak the many languages of chemical data.
- π PyDy - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.
PyMC - β 5514 π΄ 1337 - Markov Chain Monte Carlo sampling toolkit.
- π QuTiP - Quantum Toolbox in Python.
- π RDKit - Cheminformatics and Machine Learning Software.
- π SciPy - A Python-based ecosystem of open-source software for mathematics, science, and engineering.
- π SimPy - A process-based discrete-event simulation framework.
statsmodels - β 5951 π΄ 2151 - Statistical modeling and econometrics in Python.
SymPy - β 7764 π΄ 3278 - A Python library for symbolic mathematics.
Zipline - β 13196 π΄ 3800 - A Pythonic algorithmic trading library.
Libraries and software for indexing and performing search queries on data.
django-haystack - β 3112 π΄ 1241 - Modular search for Django.
elasticsearch-dsl-py - β 3134 π΄ 667 - The official high-level Python client for Elasticsearch.
- π elasticsearch-py - The official low-level Python client for Elasticsearch.
pysolr - β 577 π΄ 314 - A lightweight Python wrapper for Apache Solr.
- π whoosh - A fast, pure Python search engine library.
Libraries for serializing complex data types
marshmallow - β 5266 π΄ 547 - A lightweight library for converting complex objects to and from simple Python datatypes.
pysimdjson - β 420 π΄ 28 - A Python bindings for simdjson.
python-rapidjson - β 412 π΄ 34 - A Python wrapper around RapidJSON.
ultrajson - β 3123 π΄ 320 - A fast JSON decoder and encoder written in C with Python bindings.
Frameworks for developing serverless Python code.
python-lambda - β 1229 π΄ 210 - A toolkit for developing and deploying Python code in AWS Lambda.
Zappa - β 11510 π΄ 1224 - A tool for deploying WSGI applications on AWS Lambda and API Gateway.
Shells based on Python.
xonsh - β 4238 π΄ 456 - A Python-powered, cross-platform, Unix-gazing shell language and command prompt.
Libraries for parsing and manipulating specific text formats.
- General
tablib - β 3851 π΄ 559 - A module for Tabular Datasets in XLS, CSV, JSON, YAML.
- Office
docxtpl - β 912 π΄ 230 - Editing a docx document by jinja2 template
- π openpyxl - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
pyexcel - β 886 π΄ 136 - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.
python-docx - β 2513 π΄ 700 - Reads, queries and modifies Microsoft Word 2007/2008 docx files.
python-pptx - β 1226 π΄ 309 - Python library for creating and updating PowerPoint (.pptx) files.
unoconv - β 2050 π΄ 389 - Convert between any document format supported by LibreOffice/OpenOffice.
XlsxWriter - β 2449 π΄ 513 - A Python module for creating Excel .xlsx files.
xlwings - β 1894 π΄ 347 - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.
xlwt / xlrd - β 968 π΄ 278 - Writing and reading data and formatting information from Excel files.
- PDF
PDFMiner - β 4488 π΄ 1036 - A tool for extracting information from PDF documents.
PyPDF2 - β 3493 π΄ 908 - A library capable of splitting, merging and transforming PDF pages.
- π ReportLab - Allowing Rapid creation of rich PDF documents.
- Markdown
Mistune - β 1898 π΄ 196 - Fastest and full featured pure Python parsers of Markdown.
Python-Markdown - β 2395 π΄ 584 - A Python implementation of John Gruberβs Markdown.
- YAML
- π PyYAML - YAML implementations for Python.
- CSV
csvkit - β 4459 π΄ 542 - Utilities for converting to and working with CSV.
- Archive
unp - β 378 π΄ 59 - A command line tool that can unpack archives easily.
Static site generator is a software that takes some text + templates as input and produces HTML files on the output.
lektor - β 3390 π΄ 275 - An easy to use static CMS and blog engine.
mkdocs - β 11453 π΄ 1652 - Markdown friendly documentation generator.
makesite - β 1499 π΄ 228 - Simple, lightweight, and magic-free static site/blog generator (< 130 lines).
nikola - β 2074 π΄ 407 - A static website and blog generator.
pelican - β 10167 π΄ 1685 - Static site generator that supports Markdown and reST syntax.
Libraries for tagging items.
django-taggit - β 2549 π΄ 549 - Simple tagging for Django.
Libraries for working with task queues.
- π celery - An asynchronous task queue/job queue based on distributed message passing.
daramatiq - β 2406 π΄ 169 - A fast and reliable background task processing library for Python 3.
huey - β 3340 π΄ 295 - Little multi-threaded task queue.
mrq - β 832 π΄ 113 - A distributed worker task queue in Python using Redis & gevent.
rq - β 7496 π΄ 1197 - Simple job queues for Python.
Libraries and tools for templating and lexing.
- π Genshi - Python templating toolkit for generation of web-aware output.
Jinja2 - β 7504 π΄ 1362 - A modern and designer friendly templating language.
- π Mako - Hyperfast and lightweight templating for the Python platform.
Libraries for testing codebases and generating test data.
- Testing Frameworks
hypothesis - β 4906 π΄ 449 - Hypothesis is an advanced Quickcheck style property based testing library.
nose2 - β 661 π΄ 132 - The successor to
nose
, based on `unittest2.- π pytest - A mature full-featured Python testing tool.
Robot Framework - β 5492 π΄ 1596 - A generic test automation framework.
- π unittest - (Python standard library) Unit testing framework.
- Test Runners
green - β 684 π΄ 73 - A clean, colorful test runner.
- π mamba - The definitive testing tool for Python. Born under the banner of BDD.
- π tox - Auto builds and tests distributions in multiple Python versions
- GUI / Web Testing
locust - β 15211 π΄ 2028 - Scalable user load testing tool written in Python.
PyAutoGUI - β 4738 π΄ 659 - PyAutoGUI is a cross-platform GUI automation Python module for human beings.
Schemathesis - β 712 π΄ 53 - A tool for automatic property-based testing of web applications built with Open API / Swagger specifications.
- π Selenium - Python bindings for Selenium WebDriver.
sixpack - β 1669 π΄ 184 - A language-agnostic A/B Testing framework.
splinter - β 2341 π΄ 486 - Open source tool for testing web applications.
- Mock
- π doublex - Powerful test doubles framework for Python.
freezegun - β 2748 π΄ 195 - Travel through time by mocking the datetime module.
httmock - β 418 π΄ 52 - A mocking library for requests for Python 2.6+ and 3.2+.
httpretty - β 1845 π΄ 247 - HTTP request mock tool for Python.
- π mock - (Python standard library) A mocking and patching library.
mocket - β 207 π΄ 33 - A socket mock framework with gevent/asyncio/SSL support.
responses - β 3069 π΄ 253 - A utility library for mocking out the requests Python library.
VCR.py - β 1845 π΄ 264 - Record and replay HTTP interactions on your tests.
- Object Factories
factory_boy - β 2386 π΄ 309 - A test fixtures replacement for Python.
mixer - β 739 π΄ 86 - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc.
model_mommy - β 931 π΄ 156 - Creating random fixtures for testing in Django.
- Code Coverage
- π coverage - Code coverage measurement.
- Fake Data
fake2db - β 2045 π΄ 116 - Fake database generator.
faker - β 12022 π΄ 1367 - A Python package that generates fake data.
mimesis - β 3210 π΄ 269 - is a Python library that help you generate fake data.
- π radar - Generate random datetime / time.
Libraries for parsing and manipulating plain texts.
- General
chardet - β 1430 π΄ 192 - Python 2/3 compatible character encoding detector.
- π difflib - (Python standard library) Helpers for computing deltas.
ftfy - β 2881 π΄ 101 - Makes Unicode text less broken and more consistent automagically.
fuzzywuzzy - β 7810 π΄ 813 - Fuzzy String Matching.
Levenshtein - β 924 π΄ 127 - Fast computation of Levenshtein distance and string similarity.
pangu.py - β 159 π΄ 22 - Paranoid text spacing.
pyfiglet - β 763 π΄ 85 - An implementation of figlet written in Python.
pypinyin - β 3085 π΄ 483 - Convert Chinese hanzi (ζΌ’ε) to pinyin (ζΌι³).
textdistance - β 1870 π΄ 166 - Compute distance between sequences with 30+ algorithms.
- π unidecode - ASCII transliterations of Unicode text.
- Slugify
awesome-slugify - β 455 π΄ 39 - A Python slugify library that can preserve unicode.
python-slugify - β 978 π΄ 79 - A Python slugify library that translates unicode to ASCII.
unicode-slugify - β 292 π΄ 53 - A slugifier that generates unicode slugs with Django as a dependency.
- Unique identifiers
- Parser
ply - β 1834 π΄ 315 - Implementation of lex and yacc parsing tools for Python.
- π pygments - A generic syntax highlighter.
pyparsing - β 1002 π΄ 160 - A general purpose framework for generating parsers.
python-nameparser - β 454 π΄ 77 - Parsing human names into their individual components.
python-phonenumbers - β 2614 π΄ 328 - Parsing, formatting, storing and validating international phone numbers.
python-user-agents - β 1118 π΄ 181 - Browser user agent parser.
sqlparse - β 2316 π΄ 486 - A non-validating SQL parser.
Libraries for accessing third party services APIs. Also see List of Python API Wrappers and Libraries.
- π apache-libcloud - One Python library for all clouds.
boto3 - β 6085 π΄ 1311 - Python interface to Amazon Web Services.
django-wordpress - β 316 π΄ 86 - WordPress models and views for Django.
facebook-sdk - β 2572 π΄ 946 - Facebook Platform Python SDK.
google-api-python-client - β 4419 π΄ 1813 - Google APIs Client Library for Python.
gspread - β 5143 π΄ 786 - Google Spreadsheets Python API.
twython - β 1765 π΄ 397 - A Python wrapper for the Twitter API.
Libraries for parsing URLs.
furl - β 1939 π΄ 121 - A small Python library that makes parsing and manipulating URLs easy.
purl - β 248 π΄ 33 - A simple, immutable URL class with a clean API for interrogation and manipulation.
pyshorteners - β 284 π΄ 54 - A pure Python URL shortening lib.
webargs - β 1127 π΄ 140 - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks.
Libraries for manipulating video and GIFs.
- π moviepy - A module for script-based movie editing with many formats, including animated GIFs.
scikit-video - β 103 π΄ 23 - Video processing routines for SciPy.
vidgear - β 1582 π΄ 114 - Most Powerful multi-threaded Video Processing framework.
Tools for managing, compressing and minifying website assets.
django-compressor - β 2414 π΄ 563 - Compresses linked and inline JavaScript or CSS into a single cached file.
django-pipeline - β 1388 π΄ 358 - An asset packaging library for Django.
django-storages - β 1798 π΄ 677 - A collection of custom storage back ends for Django.
- π fanstatic - Packages, optimizes, and serves static file dependencies as Python packages.
- π fileconveyor - A daemon to detect and sync files to CDNs, S3 and FTP.
flask-assets - β 406 π΄ 88 - Helps you integrate webassets into your Flask app.
webassets - β 892 π΄ 257 - Bundles, optimizes, and manages unique cache-busting URLs for static resources.
Libraries for extracting web contents.
html2text - β 1044 π΄ 184 - Convert HTML to Markdown-formatted text.
lassie - β 521 π΄ 42 - Web Content Retrieval for Humans.
micawber - β 520 π΄ 78 - A small library for extracting rich content from URLs.
newspaper - β 10642 π΄ 1761 - News extraction, article extraction and content curation in Python.
python-readability - β 1918 π΄ 321 - Fast Python port of arc90's readability tool.
requests-html - β 11465 π΄ 772 - Pythonic HTML Parsing for Humans.
sumy - β 2479 π΄ 444 - A module for automatic summarization of text documents and HTML pages.
textract - β 2944 π΄ 427 - Extract text from any document, Word, PowerPoint, PDFs, etc.
toapi - β 3094 π΄ 224 - Every web site provides APIs.
Libraries to automate web scraping.
cola - β 1391 π΄ 542 - A distributed crawling framework.
- π feedparser - Universal feed parser.
grab - β 2046 π΄ 257 - Site scraping framework.
MechanicalSoup - β 3661 π΄ 334 - A Python library for automating interaction with websites.
portia - β 8055 π΄ 1311 - Visual scraping for Scrapy.
pyspider - β 14841 π΄ 3564 - A powerful spider system.
robobrowser - β 3511 π΄ 331 - A simple, Pythonic library for browsing the web without a standalone web browser.
- π scrapy - A fast high-level screen scraping and web crawling framework.
Traditional full stack web frameworks. Also see RESTful API.
- Synchronous
- π Django - The most popular web framework in Python.
awesome-django - β 546 π΄ 108
awesome-django - β 3445 π΄ 613
- π Flask - A microframework for Python.
awesome-flask - β 9566 π΄ 1407
- π Pyramid - A small, fast, down-to-earth, open source Python web framework.
awesome-pyramid - β 494 π΄ 54
Masonite - β 1532 π΄ 95 - The modern and developer centric Python web framework.
- π Django - The most popular web framework in Python.
- Asynchronous
- π Tornado - A web framework and asynchronous networking library.
Libraries for working with WebSocket.
autobahn-python - β 2247 π΄ 632 - WebSocket & WAMP for Python on Twisted and asyncio.
channels - β 4745 π΄ 659 - Developer-friendly asynchrony for Django.
websockets - β 3156 π΄ 357 - A library for building WebSocket servers and clients with a focus on correctness and simplicity.
WSGI-compatible web servers.
bjoern - β 2502 π΄ 183 - Asynchronous, very fast and written in C.
gunicorn - β 7416 π΄ 1397 - Pre-forked, partly written in C.
- π uWSGI - A project aims at developing a full stack for building hosting services, written in C.
waitress - β 901 π΄ 126 - Multi-threaded, powers Pyramid.
werkzeug - β 5579 π΄ 1511 - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.
Where to discover learning resources or new Python libraries.
- Tutorials
- Libraries
- Others
- π Python ZEEF
- π Pythonic News
What the f*ck Python! - β 23003 π΄ 2048
- π Django Chat
- π Podcast.__init__
- π Python Bytes
- π Running in Production
- π Talk Python To Me
- π Test and Code
- π The Real Python Podcast
Your contributions are always welcome!
If you find out any repo has been outdate or its link has not valid anymore, please open a pull request. I will merge it soon.
If you want to add a new repo, please go to awesome-python and create a pull request first.