awesome-python

An opinionated list of awesome Python frameworks, libraries, software and resources.
https://github.com/vinta/awesome-python

Last synced: about 4 hours ago
JSON representation

Admin Panels
- django-grappelli - A jazzy skin for the Django Admin-Interface.
- django-suit - Alternative Django Admin-Interface (free only for Non-commercial use).
- ajenti - The admin panel your servers deserve.
- django-grappelli - A jazzy skin for the Django Admin-Interface.
- flower - Real-time monitor and web admin for Celery.
- jet-bridge - Admin panel framework for any application with nice UI (ex Jet Django).
- wooey - A Django app which creates automatic web UIs for Python scripts.
- streamlit - A framework which lets you build dashboards, generate reports, or create chat apps in minutes.
- flask-admin - Simple and extensible administrative interface framework for Flask.
Algorithms and Design Patterns
- awesome-algorithms
- algorithms - Minimal examples of data structures and algorithms.
- python-ds - A collection of data structure and algorithms for coding interviews.
- sortedcontainers - Fast and pure-Python implementation of sorted collections.
- thealgorithms - All Algorithms implemented in Python.
- pypattyrn - A simple yet effective library for implementing common design patterns.
- python-patterns - A collection of design patterns in Python.
- transitions - A lightweight, object-oriented finite state machine implementation.
ASGI Servers
- ASGI - compatible web servers.*
- daphne - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP.
- uvicorn - A lightning-fast ASGI server implementation, using uvloop and httptools.
- hypercorn - An ASGI and WSGI Server based on Hyper libraries and inspired by Gunicorn.
Asynchronous Programming
- asyncio - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
- concurrent.futures - (Python standard library) A high-level interface for asynchronously executing callables.
- multiprocessing - (Python standard library) Process-based parallelism.
- trio - A friendly library for async concurrency and I/O.
- twisted - An event-driven networking engine.
- uvloop - Ultra fast asyncio event loop.
- eventlet - Asynchronous framework with WSGI support.
- gevent - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet).
- awesome-asyncio
HTML Manipulation
- xmldataset - Simple XML Parsing.
- cssutils - A CSS library for Python.
- lxml - A very fast, easy-to-use and versatile library for handling HTML and XML.
- WeasyPrint - A visual rendering engine for HTML and CSS that can export to PDF.
- beautifulsoup - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
- bleach - A whitelist-based HTML sanitization and text linkification library.
- html5lib - A standards-compliant library for parsing and serializing HTML documents and fragments.
- markupsafe - Implements a XML/HTML/XHTML Markup safe string for Python.
- pyquery - A jQuery-like library for parsing HTML.
- untangle - Converts XML documents to Python objects for easy access.
- xmltodict - Working with XML feel like you are working with JSON.
Build Tools
- BitBake - A make-like build tool for embedded Linux.
- buildout - A build system for creating, assembling and deploying applications from multiple parts.
- bitbake - A make-like build tool for embedded Linux.
- buildout - A build system for creating, assembling and deploying applications from multiple parts.
- platformio - A console tool to build code with different development platforms.
- pybuilder - A continuous build tool written in pure Python.
- scons - A software construction tool.
Built-in Classes Enhancement
- dataclasses - (Python standard library) Data classes.
- attrs - Replacement for `__init__`, `__eq__`, `__repr__`, etc. boilerplate in class definitions.
- bidict - Efficient, Pythonic bidirectional map data structures and related functionality..
- box - Python dictionaries with advanced dot notation access.
- dotteddict - A library that provides a method of accessing lists and dicts with a dotted path notation.
CMS
- django-cms - An Open source enterprise CMS based on the Django.
- plone - A CMS built on top of the open source application server Zope.
- wagtail - A Django content management system.
- feincms - One of the most advanced Content Management Systems built on Django.
- indico - A feature-rich event management system, made @ [CERN](https://en.wikipedia.org/wiki/CERN).
- wagtail - A Django content management system.
Caching
- dogpile.cache - dogpile.cache is a next generation replacement for Beaker made by the same authors.
- python-diskcache - SQLite and file backed cache backend with faster lookups than memcached and redis.
- hermescache - Python caching library with tag-based invalidation and dogpile effect prevention.
- beaker - A WSGI middleware for sessions and caching.
- django-cache-machine - Automatic caching and invalidation for Django models.
- django-cacheops - A slick ORM cache with automatic granular event-driven invalidation.
- dogpile.cache - dogpile.cache is a next generation replacement for Beaker made by the same authors.
- pylibmc - A Python wrapper around the [libmemcached](https://libmemcached.org/libMemcached.html) interface.
- python-diskcache - SQLite and file backed cache backend with faster lookups than memcached and redis.
Code Analysis
- pylint - A fully customizable source code analyzer.
- awesome-python-typing
- mypy - Check variable types during compile time.
- awesome-static-analysis
- code2flow - Turn your Python and JavaScript code into DOT flowcharts.
- prospector - A tool to analyse Python code.
- vulture - A tool for finding and analysing dead Python code.
- flake8 - A wrapper around `pycodestyle`, `pyflakes` and McCabe.
- awesome-flake8-extensions
- pylint - A fully customizable source code analyzer.
- ruff - An extremely fast Python linter and code formatter.
- black - The uncompromising Python code formatter.
- isort - A Python utility / library to sort imports.
- yapf - Yet another Python code formatter from Google.
- mypy - Check variable types during compile time.
- pyre-check - Performant type checking.
- typeshed - Collection of library stubs for Python, with static types.
- monkeytype - A system for Python that generates static type annotations by collecting runtime types.
- pytype - Pytype checks and infers types for Python code - without requiring type annotations.
Command-line Interface Development
- cement - CLI Application Framework for Python.
- cliff - A framework for creating command-line programs with multi-level commands.
- docopt - Pythonic command line arguments parser.
- colorama - Cross-platform colored terminal text.
- cement - CLI Application Framework for Python.
- click - A package for creating beautiful command line interfaces in a composable way.
- cliff - A framework for creating command-line programs with multi-level commands.
- python-fire - A library for creating command line interfaces from absolutely any Python object.
- python-prompt-toolkit - A library for building powerful interactive command lines.
- alive-progress - A new kind of Progress Bar, with real-time throughput, eta and very cool animations.
- asciimatics - A package to create full-screen text UIs (from interactive forms to ASCII animations).
- bashplotlib - Making basic plots in the terminal.
- colorama - Cross-platform colored terminal text.
- rich - Python library for rich text and beautiful formatting in the terminal. Also provides a great `RichHandler` log handler.
- tqdm - Fast, extensible progress bar for loops and CLI.
Compatibility
- python-future - The missing compatibility layer between Python 2 and Python 3.
- six - Python 2 and 3 compatibility utilities.
Computer Vision
- opencv - Open Source Computer Vision Library.
- easyocr - Ready-to-use OCR with 40+ languages supported.
- kornia - Open Source Differentiable Computer Vision Library for PyTorch.
- pytesseract - A wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr).
- tesserocr - Another simple, Pillow-friendly, wrapper around the `tesseract-ocr` API for OCR.
Concurrency and Parallelism
- eventlet - Asynchronous framework with WSGI support.
- gevent - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet).
Configuration
- profig - Config from multiple formats with value conversion.
Cryptography
- cryptography - A package designed to expose cryptographic primitives and recipes to Python developers.
- passlib - Secure password storage/hashing library, very high level.
- cryptography - A package designed to expose cryptographic primitives and recipes to Python developers.
- paramiko - The leading native Python SSHv2 protocol library.
- pynacl - Python binding to the Networking and Cryptography (NaCl) library.
Data Analysis
- Orange - Data mining, data visualization, analysis and machine learning through visual programming or scripts.
- pandas - A library providing high-performance, easy-to-use data structures and data analysis tools.
- aws-sdk-pandas - Pandas on AWS.
- datasette - An open source multi-tool for exploring and publishing data.
- optimus - Agile Data Science Workflows made easy with PySpark.
Data Validation
- colander - Validating and deserializing data obtained via XML, JSON, an HTML form post.
- cerberus - A lightweight and extensible data validation library.
- colander - Validating and deserializing data obtained via XML, JSON, an HTML form post.
- jsonschema - An implementation of [JSON Schema](http://json-schema.org/) for Python.
- schema - A library for validating Python data structures.
- schematics - Data Structure Validation.
- voluptuous - A Python data validation library.
- pydantic - Data validation using Python type hints.
Data Visualization
- awesome-javascript
- Dash - Built on top of Flask, React and Plotly aimed at analytical web applications.
- Matplotlib - A Python 2D plotting library.
- Pygal - A Python SVG Charts Creator.
- PyGraphviz - Python interface to [Graphviz](http://www.graphviz.org/).
- PyQtGraph - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.
- altair - Declarative statistical visualization library for Python.
- bokeh - Interactive Web Plotting for Python.
- cartopy - A cartographic python library with matplotlib support.
- diagrams - Diagram as Code.
- matplotlib - A Python 2D plotting library.
- plotnine - A grammar of graphics for Python based on ggplot2.
- pygal - A Python SVG Charts Creator.
- pygraphviz - Python interface to [Graphviz](http://www.graphviz.org/).
- pyqtgraph - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.
- seaborn - Statistical data visualization using Matplotlib.
- vispy - High-performance scientific visualization based on OpenGL.
Configuration Files
- configparser - (Python standard library) INI file parser.
- configobj - INI file parser with validation.
- hydra - Hydra is a framework for elegantly configuring complex applications.
- python-decouple - Strict separation of settings from code.
Database Drivers
- awesome-postgres
- psycopg2 - The most popular PostgreSQL adapter for Python.
- pymssql - A simple database interface to Microsoft SQL Server.
- py2neo - A client library and toolkit for working with Neo4j.
- sqlite3 - (Python standard library) SQlite interface compliant with DB-API 2.0.
- awesome-mysql
- mysqlclient - MySQL connector with Python 3 support ([mysql-python](https://sourceforge.net/projects/mysql-python/) fork).
- pymysql - A pure Python MySQL driver compatible to mysql-python.
- psycopg - The most popular PostgreSQL adapter for Python.
- awesome-sqlite
- sqlite-utils - Python CLI utility and library for manipulating SQLite databases.
- pymssql - A simple database interface to Microsoft SQL Server.
- clickhouse-driver - Python driver with native interface for ClickHouse.
- cassandra-driver - The Python Driver for Apache Cassandra.
- happybase - A developer-friendly library for Apache HBase.
- kafka-python - The Python client for Apache Kafka.
- pymongo - The official Python client for MongoDB.
- motor - The async Python driver for MongoDB.
- redis-py - The Python client for Redis.
Date and Time
- Arrow - A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps.
- pytz - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python.
- arrow - A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps.
- dateutil - Extensions to the standard Python [datetime](https://docs.python.org/3/library/datetime.html) module.
- pendulum - Python datetimes made easy.
Deep Learning
- awesome-deep-learning
- keras - A high-level neural networks library and capable of running on top of either TensorFlow or Theano.
- pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration.
- pytorch-lightning - Deep learning framework to train, deploy, and ship AI products Lightning fast.
- stable-baselines3 - PyTorch implementations of Stable Baselines (deep) reinforcement learning algorithms.
- tensorflow - The most popular Deep Learning framework created by Google.
- theano - A library for fast numerical computation.
DevOps Tools
- cloudinit - A multi-distribution package that handles early initialization of a cloud instance.
- BorgBackup - A deduplicating archiver with compression and encryption.
- docker-compose - Fast, isolated development environments using [Docker](https://www.docker.com/).
- openstack - Open source software for building private and public clouds.
- ansible - A radically simple IT automation platform.
- cloudinit - A multi-distribution package that handles early initialization of a cloud instance.
- pyinfra - A versatile CLI tools and python libraries to automate infrastructure.
- saltstack - Infrastructure automation and management system.
- cuisine - Chef-like functionality for Fabric.
- fabric - A simple, Pythonic tool for remote execution and deployment.
- supervisor - Supervisor process control system for UNIX.
- psutil - A cross-platform process and system utilities module.
- borg - A deduplicating archiver with compression and encryption.
Distribution
- Nuitka - Compile scripts, modules, packages to an executable or extension module.
- py2app - Freezes Python scripts (Mac OS X).
- py2exe - Freezes Python scripts (Windows).
- pynsist - A tool to build Windows installers, installers bundle Python itself.
- py2app - Freezes Python scripts (Mac OS X).
- py2exe - Freezes Python scripts (Windows).
- pyarmor - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
- pyinstaller - Converts Python programs into stand-alone executables (cross-platform).
- shiv - A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included.
Downloader
- you-get - A YouTube/Youku/Niconico video downloader written in Python 3.
- akshare - A financial data interface library, built for human beings!
- s3cmd - A command line tool for managing Amazon S3 and CloudFront.
- youtube-dl - A command-line program to download videos from YouTube and other video sites.
E-commerce
- django-oscar - An open-source e-commerce framework for Django.
- saleor - Headless open-source e-commerce platform.
- shoop - An open source E-Commerce platform based on Django.
Editor Plugins and IDEs
- Python - The official VSCode extension with rich support for Python.
- PyCharm - Commercial Python IDE by JetBrains. Has free community edition available.
- elpy - Emacs Python Development Environment.
- jedi-vim - Vim bindings for the Jedi auto-completion library for Python.
- python-mode - An all in one plugin for turning Vim into a Python IDE.
- PTVS - Python Tools for Visual Studio.
- spyder - Open Source Python IDE.
Enterprise Application Integrations
- Zato - ESB, SOA, REST, APIs and Cloud Integrations in Python.
Foreign Function Interface
- cffi - Foreign Function Interface for Python calling C code.
- ctypes - (Python standard library) Foreign Function Interface for Python calling C code.
- PyCUDA - A Python wrapper for Nvidia's CUDA API.
- SWIG - Simplified Wrapper and Interface Generator.
Geolocation
- geodjango - A world-class geographic web framework.
- django-countries - A Django app that provides a country field for models and forms.
- geojson - Python bindings and utilities for GeoJSON.
- geopy - Python Geocoding Toolbox.
GUI Development
- curses - Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal GUI applications.
- kivy - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.
- PyGObject - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3).
- PyQt - Python bindings for the [Qt](https://www.qt.io/) cross-platform application and UI framework.
- Tkinter - Tkinter is Python's de-facto standard GUI package.
- urwid - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
- wxPython - A blending of the wxWidgets C++ class library with the Python.
- PyQt - Python bindings for the [Qt](https://www.qt.io/) cross-platform application and UI framework.
- PyGObject - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3).
- PyGObject - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3).
- Eel - A library for making simple Electron-like offline HTML/JS GUI apps.
- enaml - Creating beautiful user-interfaces with Declarative Syntax like QML.
- Flexx - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering.
- Gooey - Turn command line programs into a full GUI application with one line.
- pyglet - A cross-platform windowing and multimedia library for Python.
- PySimpleGUI - Wrapper for tkinter, Qt, WxPython and Remi.
- pywebview - A lightweight cross-platform native wrapper around a webview component.
- Toga - A Python native, OS native GUI toolkit.
- urwid - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
- DearPyGui - A Simple GPU accelerated Python GUI framework
Game Development
- Arcade - Arcade is a modern Python framework for crafting games with compelling graphics and sound.
- Cocos2d - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications.
- Harfang3D - Python framework for 3D, VR and game development.
- Panda3D - 3D game engine developed by Disney.
- Pygame - Pygame is a set of Python modules designed for writing games.
- PyOgre - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D.
- PyOpenGL - Python ctypes bindings for OpenGL and it's related APIs.
- PySDL2 - A ctypes based wrapper for the SDL2 library.
- RenPy - A Visual Novel engine.
- Cocos2d - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications.
- Harfang3D - Python framework for 3D, VR and game development.
- Pygame - Pygame is a set of Python modules designed for writing games.
- PySDL2 - A ctypes based wrapper for the SDL2 library.
Hardware
- ino - Command line toolkit for working with [Arduino](https://www.arduino.cc/).
- Pingo - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc.
- keyboard - Hook and simulate global keyboard events on Windows and Linux.
- mouse - Hook and simulate global mouse events on Windows and Linux.
- pynput - A library to control and monitor input devices.
- scapy - A brilliant packet manipulation library.
Image Processing
- imgSeek - A project for searching a collection of images using visual similarity.
- scikit-image - A Python library for (scientific) image processing.
- pillow - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork.
- python-barcode - Create barcodes in Python with no extra dependencies.
- python-qrcode - A pure Python QR Code generator.
- pywal - A tool that generates color schemes from images.
- pyvips - A fast image processing library with low memory needs.
- quads - Computer art based on quadtrees.
- thumbor - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.
- wand - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick.
Implementations
- Cython - Optimizing Static Compiler for Python.
- Jython - Implementation of Python programming language written in Java for the JVM.
- Numba - Python JIT compiler to LLVM aimed at scientific Python.
- pypy - A very fast and compliant implementation of the Python language.
- cpython - **Default, most widely used implementation of the Python programming language written in C.**
- cython - Optimizing Static Compiler for Python.
- clpython - Implementation of the Python programming language written in Common Lisp.
- ironpython - Implementation of the Python programming language written in C#.
- micropython - A lean and efficient Python programming language implementation.
- numba - Python JIT compiler to LLVM aimed at scientific Python.
- peachpy - x86-64 assembler embedded in Python.
Interactive Interpreter
- Jupyter Notebook (IPython) - A rich toolkit to help you make the most out of using Python interactively.
- awesome-jupyter
- bpython - A fancy interface to the Python interpreter.
- ptpython - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit).
Internationalization
- Babel - An internationalization library for Python.
- PyICU - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)).
Job Scheduler
- Airflow - Airflow is a platform to programmatically author, schedule and monitor workflows.
- APScheduler - A light but powerful in-process task scheduler that lets you schedule functions.
- doit - A task runner and build tool.
- Joblib - A set of tools to provide lightweight pipelining in Python.
- TaskFlow - A Python library that helps to make task execution easy, consistent and reliable.
- django-schedule - A calendaring app for Django.
- gunnery - Multipurpose task execution tool for distributed systems with web-based interface.
- Joblib - A set of tools to provide lightweight pipelining in Python.
- Plan - Writing crontab file in Python like a charm.
- Prefect - A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.
- schedule - Python job scheduling for humans.
- Spiff - A powerful workflow engine implemented in pure Python.
Logging
- logbook - Logging replacement for Python.
- logging - (Python standard library) Logging facility for Python.
- structlog - Structured logging made easy.
- loguru - Library which aims to bring enjoyable logging in Python.
- sentry-python - Sentry SDK for Python.
Machine Learning
- awesome-machine-learning
- scikit-learn - The most popular Python library for Machine Learning.
- Spark ML - [Apache Spark](http://spark.apache.org/)'s scalable Machine Learning library.
- gym - A toolkit for developing and comparing reinforcement learning algorithms.
- H2O - Open Source Fast Scalable Machine Learning Platform.
- Metrics - Machine learning evaluation metrics.
- NuPIC - Numenta Platform for Intelligent Computing.
- scikit-learn - The most popular Python library for Machine Learning.
- vowpal_porpoise - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/).
- xgboost - A scalable, portable, and distributed gradient boosting library.
- 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(x,y) - Scientific-applications-oriented Python Distribution based on Qt and Spyder.
- WinPython - Portable development environment for Windows 7/8.
- Python(x,y) - Scientific-applications-oriented Python Distribution based on Qt and Spyder.
- pythonlibs - Unofficial Windows binaries for Python extension packages.
- PythonNet - Python Integration with the .NET Common Language Runtime (CLR).
- PyWin32 - Python Extensions for Windows.
Miscellaneous
- tryton - A general purpose business framework.
- blinker - A fast Python in-process signal/event dispatching system.
- boltons - A set of pure-Python utilities.
- itsdangerous - Various helpers to pass trusted data to untrusted environments.
- magenta - A tool to generate music and art using artificial intelligence.
- pluginbase - A simple but flexible plugin system for Python.
Natural Language Processing
- nltk - A leading platform for building Python programs to work with human language data.
- spacy - A library for industrial-strength natural language processing in Python and Cython.
- gensim - Topic Modeling for Humans.
- langid.py - Stand-alone language identification system.
- pattern - A web mining module.
- polyglot - Natural language pipeline supporting hundreds of languages.
- pytext - A natural language modeling framework based on PyTorch.
- PyTorch-NLP - A toolkit enabling rapid deep learning NLP prototyping for research.
- Stanza - The Stanford NLP Group's official Python library, supporting 60+ languages.
- funNLP - A collection of tools and datasets for Chinese NLP.
- jieba - The most popular Chinese text segmentation library.
- pkuseg-python - A toolkit for Chinese word segmentation in various domains.
- snownlp - A library for processing Chinese text.
ORM
- Django Models - The Django ORM.
- SQLAlchemy - The Python SQL Toolkit and Object Relational Mapper.
- awesome-sqlalchemy
- dataset - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.
- orator - The Orator ORM provides a simple yet beautiful ActiveRecord implementation.
- orm - An async ORM.
- peewee - A small, expressive ORM.
- pony - ORM that provides a generator-oriented interface to SQL.
- pydal - A pure Python Database Abstraction Layer.
- hot-redis - Rich Python data types for Redis.
- mongoengine - A Python Object-Document-Mapper for working with MongoDB.
- PynamoDB - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/).
- redisco - A Python Library for Simple Models and Containers Persisted in Redis.
Package Management
- pip - The package installer for Python.
- PyPI
- pip-tools - A set of tools to keep your pinned Python dependencies fresh.
- conda - Cross-platform, Python-agnostic binary package manager.
- poetry - Python dependency management and packaging made easy.
- uv - An extremely fast Python package and project manager, written in Rust.
Processes
- sarge - Yet another wrapper for subprocess.
- delegator.py - [Subprocesses](https://docs.python.org/3/library/subprocess.html) for Humans 2.0.
- sh - A full-fledged subprocess replacement for Python.
Refactoring
- Bicycle Repair Man - Bicycle Repair Man, a refactoring tool for Python.
- Bowler - Safe code refactoring for modern Python.
- Rope - Rope is a python refactoring library.
RESTful API
- django-rest-framework - A powerful and flexible toolkit to build web APIs.
- django-tastypie - Creating delicious APIs for Django apps.
- vibora - Fast, efficient and asynchronous Web framework inspired by Flask.
- django-rest-framework - A powerful and flexible toolkit to build web APIs.
- django-tastypie - Creating delicious APIs for Django apps.
- eve - REST API framework powered by Flask, MongoDB and good intentions.
- flask-api - Browsable Web APIs for Flask.
- flask-restful - Quickly building REST APIs for Flask.
- cornice - A RESTful framework for Pyramid.
- falcon - A high-performance framework for building cloud APIs and web app backends.
- fastapi - A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints.
- hug - A Python 3 framework for cleanly exposing APIs.
- sandman2 - Automated REST APIs for existing database-driven systems.
- sanic - A Python 3.6+ web server and web framework that's written to go fast.
Robotics
- rospy - This is a library for ROS (Robot Operating System).
- PythonRobotics - This is a compilation of various robotics algorithms with visualizations.
- rospy - This is a library for ROS (Robot Operating System).
Science
- astropy - A community Python library for Astronomy.
- Biopython - Biopython is a set of freely available tools for biological computation.
- cclib - A library for parsing and interpreting the results of computational chemistry packages.
- Colour - Implementing a comprehensive number of colour theory transformations and algorithms.
- NetworkX - A high-productivity software for complex networks.
- NIPY - A collection of neuroimaging toolkits.
- NumPy - A fundamental package for scientific computing with Python.
- PyDy - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.
- QuTiP - Quantum Toolbox in Python.
- RDKit - Cheminformatics and Machine Learning Software.
- SciPy - A Python-based ecosystem of open-source software for mathematics, science, and engineering.
- Open Babel - A chemical toolbox designed to speak the many languages of chemical data.
- Python-for-Scientists
- bcbio-nextgen - Providing best-practice pipelines for fully automated high throughput sequencing analysis.
- bccb - Collection of useful code related to biological analysis.
- Karate Club - Unsupervised machine learning toolbox for graph structured data.
- ObsPy - A Python toolbox for seismology.
- PyMC - Markov Chain Monte Carlo sampling toolkit.
- SciPy - A Python-based ecosystem of open-source software for mathematics, science, and engineering.
- SimPy - A process-based discrete-event simulation framework.
- statsmodels - Statistical modeling and econometrics in Python.
- SymPy - A Python library for symbolic mathematics.
- Zipline - A Pythonic algorithmic trading library.
Search
- elasticsearch-py - The official low-level Python client for [Elasticsearch](https://www.elastic.co/products/elasticsearch).
- whoosh - A fast, pure Python search engine library.
- django-haystack - Modular search for Django.
- elasticsearch-dsl-py - The official high-level Python client for Elasticsearch.
- pysolr - A lightweight Python wrapper for [Apache Solr](https://lucene.apache.org/solr/).
Specific Formats Processing
- openpyxl - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
- ReportLab - Allowing Rapid creation of rich PDF documents.
- PyYAML - YAML implementations for Python.
- tablib - A module for Tabular Datasets in XLS, CSV, JSON, YAML.
- docxtpl - Editing a docx document by jinja2 template
- pyexcel - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.
- python-docx - Reads, queries and modifies Microsoft Word 2007/2008 docx files.
- python-pptx - Python library for creating and updating PowerPoint (.pptx) files.
- unoconv - Convert between any document format supported by LibreOffice/OpenOffice.
- XlsxWriter - A Python module for creating Excel .xlsx files.
- xlwings - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.
- xlwt - excel/xlrd) - Writing and reading data and formatting information from Excel files.
- pdfminer.six - Pdfminer.six is a community maintained fork of the original PDFMiner.
- PyPDF2 - A library capable of splitting, merging and transforming PDF pages.
- Mistune - Fastest and full featured pure Python parsers of Markdown.
- Python-Markdown - A Python implementation of John Gruber’s Markdown.
- csvkit - Utilities for converting to and working with CSV.
- unp - A command line tool that can unpack archives easily.
Task Queues
- celery - An asynchronous task queue/job queue based on distributed message passing.
- dramatiq - A fast and reliable background task processing library for Python 3.
- huey - Little multi-threaded task queue.
- mrq - A distributed worker task queue in Python using Redis & gevent.
- rq - Simple job queues for Python.
Template Engine
- Genshi - Python templating toolkit for generation of web-aware output.
- Mako - Hyperfast and lightweight templating for the Python platform.
- Jinja2 - A modern and designer friendly templating language.
Testing
- pytest - A mature full-featured Python testing tool.
- unittest - (Python standard library) Unit testing framework.
- mamba - The definitive testing tool for Python. Born under the banner of BDD.
- tox - Auto builds and tests distributions in multiple Python versions
- mock - (Python standard library) A mocking and patching library.
- hypothesis - Hypothesis is an advanced Quickcheck style property based testing library.
- nose2 - The successor to `nose`, based on `unittest2.
- Robot Framework - A generic test automation framework.
- green - A clean, colorful test runner.
- locust - Scalable user load testing tool written in Python.
- PyAutoGUI - PyAutoGUI is a cross-platform GUI automation Python module for human beings.
- Selenium - Python bindings for [Selenium](https://selenium.dev/) [WebDriver](https://selenium.dev/documentation/webdriver/).
- sixpack - A language-agnostic A/B Testing framework.
- splinter - Open source tool for testing web applications.
- freezegun - Travel through time by mocking the datetime module.
- httmock - A mocking library for requests for Python 2.6+ and 3.2+.
- httpretty - HTTP request mock tool for Python.
- mocket - A socket mock framework with gevent/asyncio/SSL support.
- responses - A utility library for mocking out the requests Python library.
- VCR.py - Record and replay HTTP interactions on your tests.
- factory_boy - A test fixtures replacement for Python.
- mixer - Another fixtures replacement. Supports Django, Flask, SQLAlchemy, Peewee and etc.
- model_mommy - Creating random fixtures for testing in Django.
- coverage - Code coverage measurement.
- fake2db - Fake database generator.
- faker - A Python package that generates fake data.
- mimesis - is a Python library that help you generate fake data.
Text Processing
- difflib - (Python standard library) Helpers for computing deltas.
- unidecode - ASCII transliterations of Unicode text.
- pygments - A generic syntax highlighter.
- chardet - Python 2/3 compatible character encoding detector.
- ftfy - Makes Unicode text less broken and more consistent automagically.
- fuzzywuzzy - Fuzzy String Matching.
- Levenshtein - Fast computation of Levenshtein distance and string similarity.
- pangu.py - Paranoid text spacing.
- pyfiglet - An implementation of figlet written in Python.
- pypinyin - Convert Chinese hanzi (漢字) to pinyin (拼音).
- awesome-slugify - A Python slugify library that can preserve unicode.
- python-slugify - A Python slugify library that translates unicode to ASCII.
- unicode-slugify - A slugifier that generates unicode slugs with Django as a dependency.
- hashids - Implementation of [hashids](http://hashids.org) in Python.
- shortuuid - A generator library for concise, unambiguous and URL-safe UUIDs.
- ply - Implementation of lex and yacc parsing tools for Python.
- pyparsing - A general purpose framework for generating parsers.
- python-nameparser - Parsing human names into their individual components.
- python-phonenumbers - Parsing, formatting, storing and validating international phone numbers.
- python-user-agents - Browser user agent parser.
- sqlparse - A non-validating SQL parser.
Third-party APIs
- apache-libcloud - One Python library for all clouds.
- List of Python API Wrappers and Libraries
- boto3 - Python interface to Amazon Web Services.
- django-wordpress - WordPress models and views for Django.
- facebook-sdk - Facebook Platform Python SDK.
- google-api-python-client - Google APIs Client Library for Python.
- gspread - Google Spreadsheets Python API.
- twython - A Python wrapper for the Twitter API.
Web Asset Management
- fanstatic - Packages, optimizes, and serves static file dependencies as Python packages.
- django-compressor - Compresses linked and inline JavaScript or CSS into a single cached file.
- django-pipeline - An asset packaging library for Django.
- django-storages - A collection of custom storage back ends for Django.
- fanstatic - Packages, optimizes, and serves static file dependencies as Python packages.
- flask-assets - Helps you integrate webassets into your Flask app.
- webassets - Bundles, optimizes, and manages unique cache-busting URLs for static resources.
Web Crawling
- feedparser - Universal feed parser.
- feedparser - Universal feed parser.
- grab - Site scraping framework.
- mechanicalsoup - A Python library for automating interaction with websites.
- scrapy - A fast high-level screen scraping and web crawling framework.
WSGI Servers
- uwsgi - A project aims at developing a full stack for building hosting services, written in C.
- gunicorn - Pre-forked, ported from Ruby's Unicorn project.
- waitress - Multi-threaded, powers Pyramid.
- werkzeug - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.
Web Frameworks
- Django - The most popular web framework in Python.
- awesome-pyramid
- Tornado - A web framework and asynchronous networking library.
- pyramid - A small, fast, down-to-earth, open source Python web framework.
- django - The most popular web framework in Python.
- awesome-django
- awesome-django
- flask - A microframework for Python.
- awesome-flask
- masonite - The modern and developer centric Python web framework.
- tornado - A web framework and asynchronous networking library.
Books
- Fluent Python
- Think Python
Websites
- Full Stack Python
- Python Cheatsheet
- Real Python
- The Hitchhiker’s Guide to Python
- Awesome Python @LibHunt
- Python ZEEF
- Pythonic News
Newsletters
- Awesome Python Newsletter
- Pycoder's Weekly
- Python Tricks
- Python Weekly
- Awesome Python Newsletter
Podcasts
- Django Chat
- Podcast.\_\_init__
- Python Bytes
- Running in Production
- Talk Python To Me
- Test and Code
- The Real Python Podcast
- @VintaChen
- Python Test
- @VintaChen
Audio
- audioread - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.
- audioFlux - A library for audio and music analysis, feature extraction.
- dejavu - Audio fingerprinting and recognition.
- kapre - Keras Audio Preprocessors.
- librosa - Python library for audio and music analysis.
- matchering - A library for automated reference audio mastering.
- mingus - An advanced music theory and notation package with MIDI file and playback support.
- pyaudioanalysis - Audio feature extraction, classification, segmentation and applications.
- pydub - Manipulate audio with a simple and easy high level interface.
- timeside - Open web audio processing framework.
- beets - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger.
- eyed3 - A tool for working with audio files, specifically MP3 files containing ID3 metadata.
- mutagen - A Python module to handle audio metadata.
- tinytag - A library for reading music meta data of MP3, OGG, FLAC and Wave files.
File Manipulation
- mimetypes - (Python standard library) Map filenames to MIME types.
- pathlib - (Python standard library) An cross-platform, object-oriented path library.
- path.py - A module wrapper for [os.path](https://docs.python.org/3/library/os.path.html).
- python-magic - A Python interface to the libmagic file type identification library.
- watchdog - API and shell utilities to monitor file system events.
Authentication
- authlib - JavaScript Object Signing and Encryption draft implementation.
- django-allauth - Authentication app for Django that "just works."
- django-oauth-toolkit - OAuth 2 goodies for Django.
- oauthlib - A generic and thorough implementation of the OAuth request-signing logic.
- pyjwt - JSON Web Token implementation in Python.
- python-jose - A JOSE implementation in Python.
Command-line Tools
- copier - A library and command-line utility for rendering projects templates.
- cookiecutter - A command-line utility that creates projects from cookiecutters (project templates).
- doitlive - A tool for live presentations in the terminal.
- howdoi - Instant coding answers via the command line.
- invoke - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.
- pathpicker - Select files out of bash output.
- thefuck - Correcting your previous console command.
- tmuxp - A [tmux](https://github.com/tmux/tmux) session manager.
- try - A dead simple CLI to try out python packages - it's never been easier.
- httpie - A command line HTTP client, a user-friendly cURL replacement.
- iredis - Redis CLI with autocompletion and syntax highlighting.
- litecli - SQLite CLI with autocompletion and syntax highlighting.
- mycli - MySQL CLI with autocompletion and syntax highlighting.
- pgcli - PostgreSQL CLI with autocompletion and syntax highlighting.
Database
- pickleDB - A simple and lightweight key-value store for Python.
- tinydb - A tiny, document-oriented database.
- zodb - A native object database for Python. A key-value and object graph database.
Debugging Tools
- ipdb - IPython-enabled [pdb](https://docs.python.org/3/library/pdb.html).
- pudb - A full-screen, console-based Python debugger.
- manhole - Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt.
- python-hunter - A flexible code tracing toolkit.
- py-spy - A sampling profiler for Python programs. Written in Rust.
- vprof - Visual Python profiler.
- django-debug-toolbar - Display various debug information for Django.
- flask-debugtoolbar - A port of the django-debug-toolbar to flask.
- icecream - Inspect variables, expressions, and program execution with a single, simple function call.
- pyelftools - Parsing and analyzing ELF files and DWARF debugging information.
Distributed Computing
- dask - A flexible parallel computing library for analytic computing.
- luigi - A module that helps you build complex pipelines of batch jobs.
- PySpark - [Apache Spark](https://spark.apache.org/) Python API.
- Ray - A system for parallel and distributed Python that unifies the machine learning ecosystem.
- faust - A stream processing library, porting the ideas from [Kafka Streams](https://kafka.apache.org/documentation/streams/) to Python.
- streamparse - Run Python code against real-time streams of data via [Apache Storm](http://storm.apache.org/).
Documentation
- sphinx - Python Documentation generator.
- awesome-sphinxdoc
- pdoc - Epydoc replacement to auto generate API documentation for Python libraries.
Email
- modoboa - A mail hosting and management platform including a modern Web UI.
- salmon - A Python Mail Server.
- imbox - Python IMAP for Humans.
- yagmail - Yet another Gmail/SMTP client.
- flanker - An email address and Mime parsing library.
- mailer - High-performance extensible mail delivery framework.
Environment Management
- pyenv - Simple Python version management.
- virtualenv - A tool to create isolated Python environments.
Functional Programming
- coconut - A variant of Python built for simple, elegant, Pythonic functional programming.
- funcy - A fancy and practical functional tools.
- more-itertools - More routines for operating on iterables, beyond `itertools`.
- returns - A set of type-safe monads, transformers, and composition utilities.
- cytoolz - Cython implementation of `Toolz`: High performance functional utilities.
- toolz - A collection of functional utilities for iterators, functions, and dictionaries.
GraphQL
- graphene - GraphQL framework for Python.
HTTP Clients
- httpx - A next generation HTTP client for Python.
- requests - HTTP Requests for Humans.
- treq - Python requests like API built on top of Twisted's HTTP client.
- urllib3 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.
Network Virtualization
- mininet - A popular network emulator and API written in Python.
- napalm - Cross-vendor API to manipulate network devices.
- pox - A Python-based SDN control applications, such as OpenFlow SDN controllers.
News Feed
- django-activity-stream - Generating generic activity streams from the actions on your site.
- Stream Framework - Building news feed and notification systems using Cassandra and Redis.
Package Repositories
- bandersnatch - PyPI mirroring tool provided by Python Packaging Authority (PyPA).
- devpi - PyPI server and packaging/testing/release tool.
- warehouse - Next generation Python Package Repository (PyPI).
Penetration Testing
- fsociety - A Penetration testing framework.
- setoolkit - A toolkit for social engineering.
- sqlmap - Automatic SQL injection and database takeover tool.
Permissions
- django-guardian - Implementation of per object permissions for Django 1.2+
- django-rules - A tiny but powerful app providing object-level permissions to Django, without requiring a database.
Recommender Systems
- annoy - Approximate Nearest Neighbors in C++/Python optimized for memory usage.
- fastFM - A library for Factorization Machines.
- implicit - A fast Python implementation of collaborative filtering for implicit datasets.
- lightfm - A Python implementation of a number of popular recommendation algorithms.
- spotlight - Deep recommender models using PyTorch.
- Surprise - A scikit for building and analyzing recommender systems.
- tensorrec - A Recommendation Engine Framework in TensorFlow.
RPC Servers
- RPyC - A transparent and symmetric RPC library for Python
- zeroRPC - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/).
Serialization
- marshmallow - A lightweight library for converting complex objects to and from simple Python datatypes.
- pysimdjson - A Python bindings for [simdjson](https://github.com/lemire/simdjson).
- python-rapidjson - A Python wrapper around [RapidJSON](https://github.com/Tencent/rapidjson).
- ultrajson - A fast JSON decoder and encoder written in C with Python bindings.
Serverless Frameworks
- python-lambda - A toolkit for developing and deploying Python code in AWS Lambda.
- Zappa - A tool for deploying WSGI applications on AWS Lambda and API Gateway.
Shell
- xonsh - A Python-powered, cross-platform, Unix-gazing shell language and command prompt.
Static Site Generator
- lektor - An easy to use static CMS and blog engine.
- mkdocs - Markdown friendly documentation generator.
- makesite - Simple, lightweight, and magic-free static site/blog generator (< 130 lines).
- nikola - A static website and blog generator.
- pelican - Static site generator that supports Markdown and reST syntax.
Tagging
- django-taggit - Simple tagging for Django.
URL Manipulation
- furl - A small Python library that makes parsing and manipulating URLs easy.
- purl - A simple, immutable URL class with a clean API for interrogation and manipulation.
- pyshorteners - A pure Python URL shortening lib.
- webargs - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks.
Video
- moviepy - A module for script-based movie editing with many formats, including animated GIFs.
- scikit-video - Video processing routines for SciPy.
- vidgear - Most Powerful multi-threaded Video Processing framework.
Web Content Extracting
- html2text - Convert HTML to Markdown-formatted text.
- lassie - Web Content Retrieval for Humans.
- micawber - A small library for extracting rich content from URLs.
- newspaper - News extraction, article extraction and content curation in Python.
- python-readability - Fast Python port of arc90's readability tool.
- requests-html - Pythonic HTML Parsing for Humans.
- sumy - A module for automatic summarization of text documents and HTML pages.
- textract - Extract text from any document, Word, PowerPoint, PDFs, etc.
- toapi - Every web site provides APIs.
WebSocket
- autobahn-python - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html).
- channels - Developer-friendly asynchrony for Django.
- websockets - A library for building WebSocket servers and clients with a focus on correctness and simplicity.

Programming Languages

Python 398 C++ 6 HTML 4 Rust 4 C 4 Emacs Lisp 1 C# 1 OCaml 1 Common Lisp 1 Vim Script 1

awesome-python

Admin Panels

Algorithms and Design Patterns

ASGI Servers

Asynchronous Programming

HTML Manipulation

Build Tools

Built-in Classes Enhancement

CMS

Caching

Code Analysis

Command-line Interface Development

Compatibility

Computer Vision

Concurrency and Parallelism

Configuration

Cryptography

Data Analysis

Data Validation

Data Visualization

Configuration Files

Database Drivers

Date and Time

Deep Learning

DevOps Tools

Distribution

Downloader

E-commerce

Editor Plugins and IDEs

Enterprise Application Integrations

Foreign Function Interface

Geolocation

GUI Development

Game Development

Hardware

Image Processing

Implementations

Interactive Interpreter

Internationalization

Job Scheduler

Logging

Machine Learning

Microsoft Windows

Miscellaneous

Natural Language Processing

ORM

Package Management

Processes

Refactoring

RESTful API

Robotics

Science

Search

Specific Formats Processing

Task Queues

Template Engine

Testing

Text Processing

Third-party APIs

Web Asset Management

Web Crawling

WSGI Servers

Web Frameworks

Books

Websites

Newsletters

Podcasts

Audio

File Manipulation

Authentication

Command-line Tools

Database

Debugging Tools

Distributed Computing

Documentation

Email

Environment Management

Functional Programming

GraphQL

HTTP Clients