python-awesome

A curated list of awesome Python frameworks, libraries, software and resources
https://github.com/superdev7/python-awesome

Last synced: 4 days ago
JSON representation

Enterprise Application Integrations
- Zato - ESB, SOA, REST, APIs and Cloud Integrations in Python.
Build Tools
- SCons - A software construction tool.
- buildout - A build system for creating, assembling and deploying applications from multiple parts.
- 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.
CMS
- wagtail - A Django content management system.
- django-cms - An Open source enterprise CMS based on the Django.
- plone - A CMS built on top of the open source application server Zope.
- 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).
- Kotti - A high-level, Pythonic web application framework built on Pyramid.
- mezzanine - A powerful, consistent, and flexible content management platform.
Caching
- HermesCache - Python caching library with tag-based invalidation and dogpile effect prevention.
- 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.
- pylibmc - A Python wrapper around the [libmemcached](https://libmemcached.org/libMemcached.html) interface.
Code Analysis
- coala - Language independent and easily extendable code analysis application.
- pylint - A fully customizable source code analyzer.
- awesome-python-typing
- awesome-static-analysis
- code2flow - Turn your Python and JavaScript code into DOT flowcharts.
- prospector - A tool to analyse Python code.
- pycallgraph - A library that visualises the flow (call graph) of your Python application.
- vulture - A tool for finding and analysing dead Python code.
- flake8 - A wrapper around `pycodestyle`, `pyflakes` and McCabe.
- awesome-flake8-extensions
- pylama - A code audit tool for Python and JavaScript.
- wemake-python-styleguide - The strictest and most opinionated python linter ever.
- black - The uncompromising Python code formatter.
- isort - A Python utility / library to sort imports.
- yapf - Yet another Python code formatter from Google.
- 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.
- pyannotate - Auto-generate PEP-484 annotations.
- pytype - Pytype checks and infers types for Python code - without requiring type annotations.
Command-line Tools
- tmuxp - A [tmux](https://github.com/tmux/tmux) session manager.
- 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.
- percol - Adds flavor of interactive selection to the traditional pipe concept on UNIX.
- thefuck - Correcting your previous console command.
- 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.
- kube-shell - An integrated shell for working with the Kubernetes CLI.
- litecli - SQLite CLI with autocompletion and syntax highlighting.
- mycli - MySQL CLI with autocompletion and syntax highlighting.
- pgcli - PostgreSQL CLI with autocompletion and syntax highlighting.
- saws - A Supercharged [aws-cli](https://github.com/aws/aws-cli).
Data Visualization
- Matplotlib - A Python 2D plotting library.
- awesome-javascript
- PyGraphviz - Python interface to [Graphviz](http://www.graphviz.org/).
- Altair - Declarative statistical visualization library for Python.
- Bokeh - Interactive Web Plotting for Python.
- Cartopy - A cartographic python library with matplotlib support.
- awesome-dash
- diagrams - Diagram as Code.
- plotnine - A grammar of graphics for Python based on ggplot2.
- PyGraphviz - Python interface to [Graphviz](http://www.graphviz.org/).
- Seaborn - Statistical data visualization using Matplotlib.
- VisPy - High-performance scientific visualization based on OpenGL.
Database Drivers
- mysqlclient - MySQL connector with Python 3 support ([mysql-python](https://sourceforge.net/projects/mysql-python/) fork).
- awesome-postgres
- psycopg2 - The most popular PostgreSQL adapter for Python.
- sqlite3 - (Python standard library) SQlite interface compliant with DB-API 2.0
- pymssql - A simple database interface to Microsoft SQL Server.
- py2neo - A client library and toolkit for working with Neo4j.
- awesome-mysql
- PyMySQL - A pure Python MySQL driver compatible to mysql-python.
- queries - A wrapper of the psycopg2 library for interacting with PostgreSQL.
- awesome-sqlite
- SuperSQLite - A supercharged SQLite library built on top of [apsw](https://github.com/rogerbinns/apsw).
- clickhouse-driver - Python driver with native interface for ClickHouse.
- cassandra-driver - The Python Driver for Apache Cassandra.
- kafka-python - The Python client for Apache Kafka.
- pymongo - The official Python client for MongoDB.
- redis-py - The Python client for Redis.
- motor - The async Python driver for MongoDB.
- py2neo - A client library and toolkit for working with Neo4j.
Debugging Tools
- pdb++ - Another drop-in replacement for pdb.
- pyflame - A ptracing profiler For Python.
- ipdb - IPython-enabled [pdb](https://docs.python.org/3/library/pdb.html).
- pudb - A full-screen, console-based Python debugger.
- wdb - An improbable web debugger through WebSockets.
- lptrace - [strace](http://man7.org/linux/man-pages/man1/strace.1.html) for Python programs.
- manhole - Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt.
- pyringe - Debugger capable of attaching to and injecting code into Python processes.
- python-hunter - A flexible code tracing toolkit.
- line_profiler - Line-by-line profiling.
- memory_profiler - Monitor Memory usage of Python code.
- py-spy - A sampling profiler for Python programs. Written in Rust.
- vprof - Visual Python profiler.
- django-debug-toolbar - Display various debug information for Django.
- django-devserver - A drop-in replacement for Django's runserver.
- 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
- Ray - A system for parallel and distributed Python that unifies the machine learning ecosystem.
- dask - A flexible parallel computing library for analytic computing.
- luigi - A module that helps you build complex pipelines of batch jobs.
- mrjob - Run MapReduce jobs on Hadoop or Amazon Web Services.
- PySpark - [Apache Spark](https://spark.apache.org/) Python API.
- 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/).
Editor Plugins and IDEs
- YouCompleteMe - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python.
- 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.
- anaconda - Anaconda turns your Sublime Text 3 in a full featured Python development IDE.
- SublimeJEDI - A Sublime Text plugin to the awesome auto-complete library Jedi.
- 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.
Functional Programming
- CyToolz - Cython implementation of `Toolz`: High performance functional utilities.
- Coconut - A variant of Python built for simple, elegant, Pythonic functional programming.
- fn.py - Functional programming in Python: implementation of missing features to enjoy FP.
- funcy - A fancy and practical functional tools.
- returns - A set of type-safe monads, transformers, and composition utilities.
- Toolz - A collection of functional utilities for iterators, functions, and dictionaries.
Geolocation
- geojson - Python bindings and utilities for GeoJSON.
- GeoDjango - A world-class geographic web framework.
- django-countries - A Django app that provides a country field for models and forms.
- GeoIP - Python API for MaxMind GeoIP Legacy Database.
- geopy - Python Geocoding Toolbox.
HTML Manipulation
- cssutils - A CSS library for Python.
- BeautifulSoup - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
- cssutils - A CSS library for Python.
- xmldataset - Simple XML Parsing.
- 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.
Image Processing
- pygram - Instagram-like image filters.
- wand - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick.
- imgSeek - A project for searching a collection of images using visual similarity.
- hmap - Image histogram remapping.
- nude.py - Nudity detection.
- pagan - Retro identicon (Avatar) generation based on input string and hash.
- 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.
ORM
- pydal - A pure Python Database Abstraction Layer.
- 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.
- 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 Repositories
- bandersnatch - PyPI mirroring tool provided by Python Packaging Authority (PyPA).
- localshop - Local PyPI server (custom packages and auto-mirroring of pypi).
- devpi - PyPI server and packaging/testing/release tool.
- warehouse - Next generation Python Package Repository (PyPI).
Robotics
- rospy - This is a library for ROS (Robot Operating System).
- rospy - This is a library for ROS (Robot Operating System).
- PythonRobotics - This is a compilation of various robotics algorithms with visualizations.
Science
- NumPy - A fundamental package for scientific computing with Python.
- ObsPy - A Python toolbox for seismology.
- Open Babel - A chemical toolbox designed to speak the many languages of chemical data.
- PyDy - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.
- RDKit - Cheminformatics and Machine Learning Software.
- 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.
- 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.
Specific Formats Processing
- ReportLab - Allowing Rapid creation of rich PDF documents.
- openpyxl - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
- 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 - A tool for extracting information from PDF documents.
- 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.
Testing
- Selenium - Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver.
- doublex - Powerful test doubles framework for Python.
- coverage - Code coverage measurement.
- radar - Generate random datetime / time.
- pytest - A mature full-featured Python testing tool.
- unittest - (Python standard library) Unit testing framework.
- 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.
- 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.
- 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
- Levenshtein - Fast computation of Levenshtein distance and string similarity.
- unidecode - ASCII transliterations of Unicode text.
- difflib - (Python standard library) Helpers for computing deltas.
- unidecode - ASCII transliterations of Unicode text.
- chardet - Python 2/3 compatible character encoding detector.
- ftfy - Makes Unicode text less broken and more consistent automagically.
- fuzzywuzzy - Fuzzy String Matching.
- 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
- google-api-python-client - Google APIs Client Library for Python.
- 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.
- gspread - Google Spreadsheets Python API.
- twython - A Python wrapper for the Twitter API.
Websites
- Real Python
- The Hitchhiker’s Guide to Python
- Full Stack Python
- Python Cheatsheet
- Awesome Python @LibHunt
- Python ZEEF
- Pythonic News
- Ultimate Python study guide
- What the f*ck Python!
Newsletters
- Pycoder's Weekly
- Python Tricks
- Awesome Python Newsletter
Admin Panels
- ajenti - The admin panel your servers deserve.
- django-jet - Modern responsive template for the Django admin interface with improved functionality.
- django-xadmin - Drop-in replacement of Django admin comes with lots of goodies.
- 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.
- django-grappelli - A jazzy skin for the Django Admin-Interface.
- django-suit - Alternative Django Admin-Interface (free only for Non-commercial use).
- flask-admin - Simple and extensible administrative interface framework for Flask.
Algorithms and Design Patterns
- 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.
- awesome-algorithms
ASGI 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.
- ASGI - compatible web servers.*
Asynchronous Programming
- trio - A friendly library for async concurrency and I/O.
- uvloop - Ultra fast asyncio event loop.
- asyncio - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
- awesome-asyncio
Audio
- audioread - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.
- 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.
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.
Command-line Interface Development
- docopt - Pythonic command line arguments parser.
- colorama - Cross-platform colored terminal text.
- cliff - A framework for creating command-line programs with multi-level commands.
- docopt - Pythonic command line arguments parser.
- python-fire - A library for creating command line interfaces from absolutely any Python object.
- python-prompt-toolkit - A library for building powerful interactive command lines.
- 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.
- cement - CLI Application Framework for Python.
Compatibility
- six - Python 2 and 3 compatibility utilities.
- modernize - Modernizes Python code for eventual Python 3 migration.
- six - Python 2 and 3 compatibility utilities.
Computer Vision
- OpenCV - Open Source Computer Vision Library.
- EasyOCR - Ready-to-use OCR with 40+ languages supported.
- Face Recognition - Simple facial recognition library.
- pytesseract - A wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr).
- SimpleCV - An open source framework for building computer vision applications.
- tesserocr - Another simple, Pillow-friendly, wrapper around the `tesseract-ocr` API for OCR.
Concurrency and Parallelism
- concurrent.futures - (Python standard library) A high-level interface for asynchronously executing callables.
- eventlet - Asynchronous framework with WSGI support.
- gevent - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet).
- multiprocessing - (Python standard library) Process-based parallelism.
- eventlet - Asynchronous framework with WSGI support.
- scoop - Scalable Concurrent Operations in Python.
Configuration
- configparser - (Python standard library) INI file parser.
- profig - Config from multiple formats with value conversion.
- configobj - INI file parser with validation.
- hydra - Hydra is a framework for elegantly configuring complex applications.
- python-decouple - Strict separation of settings from code.
Cryptography
- cryptography - A package designed to expose cryptographic primitives and recipes to Python developers.
- passlib - Secure password storage/hashing library, very high level.
- paramiko - The leading native Python SSHv2 protocol library.
- pynacl - Python binding to the Networking and Cryptography (NaCl) library.
Data Analysis
- Pandas - A library providing high-performance, easy-to-use data structures and data analysis tools.
- AWS Data Wrangler - Pandas on AWS.
- Blaze - NumPy and Pandas interface to Big Data.
- Open Mining - Business Intelligence (BI) in Pandas interface.
- Optimus - Agile Data Science Workflows made easy with PySpark.
- Orange - Data mining, data visualization, analysis and machine learning through visual programming or scripts.
Data Validation
- colander - Validating and deserializing data obtained via XML, JSON, an HTML form post.
- Cerberus - A lightweight and extensible data validation library.
- jsonschema - An implementation of [JSON Schema](http://json-schema.org/) for Python.
- schema - A library for validating Python data structures.
- Schematics - Data Structure Validation.
- valideer - Lightweight extensible data validation and adaptation library.
- voluptuous - A Python data validation library.
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.
- Chronyk - A Python 3 library for parsing human-written times and dates.
- dateutil - Extensions to the standard Python [datetime](https://docs.python.org/3/library/datetime.html) module.
- delorean - A library for clearing up the inconvenient truths that arise dealing with datetimes.
- maya - Datetimes for Humans.
- moment - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/).
- Pendulum - Python datetimes made easy.
- PyTime - An easy-to-use Python module which aims to operate date/time/datetime by string.
- when.py - Providing user-friendly functions to help perform common date and time actions.
Deep Learning
- awesome-deep-learning
- caffe - A fast open framework for deep learning..
- keras - A high-level neural networks library and capable of running on top of either TensorFlow or Theano.
- mxnet - A deep learning framework designed for both efficiency and flexibility.
- pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration.
- SerpentAI - Game agent framework. Use any video game as a deep learning sandbox.
- tensorflow - The most popular Deep Learning framework created by Google.
- Theano - A library for fast numerical computation.
DevOps Tools
- cloudinit - A multi-distribution package that handles early initialization of a cloud instance.
- OpenStack - Open source software for building private and public clouds.
- BorgBackup - A deduplicating archiver with compression and encryption.
- docker-compose - Fast, isolated development environments using [Docker](https://www.docker.com/).
- ansible - A radically simple IT automation platform.
- 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.
- fabtools - Tools for writing awesome Fabric files.
- honcho - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications.
- supervisor - Supervisor process control system for UNIX.
- psutil - A cross-platform process and system utilities module.
Distribution
- py2exe - Freezes Python scripts (Windows).
- dh-virtualenv - Build and distribute a virtualenv as a Debian package.
- 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.
- s3cmd - A command line tool for managing Amazon S3 and CloudFront.
- s4cmd - Super S3 command line tool, good for higher performance.
- youtube-dl - A small command-line program to download videos from YouTube.
E-commerce
- shoop - An open source E-Commerce platform based on Django.
- alipay - Unofficial Alipay API for Python.
- Cartridge - A shopping cart app built using the Mezzanine.
- django-shop - A Django based shop system.
- forex-python - Foreign exchange rates, Bitcoin price index and currency conversion.
- merchant - A Django app to accept payments from various payment processors.
- money - `Money` class with optional CLDR-backed locale-aware formatting and an extensible currency exchange.
- python-currencies - Display money format and its filthy currencies.
Files
- 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).
- PyFilesystem2 - Python's filesystem abstraction layer.
- python-magic - A Python interface to the libmagic file type identification library.
- Unipath - An object-oriented approach to file/directory operations.
- watchdog - API and shell utilities to monitor file system events.
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.
- cffi - Foreign Function Interface for Python calling C code.
- SWIG - Simplified Wrapper and Interface Generator.
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.
- Eel - A library for making simple Electron-like offline HTML/JS GUI apps.
- enaml - Creating beautiful user-interfaces with Declarative Syntax like QML.
- 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.
- 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.
Game Development
- Cocos2d - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications.
- Panda3D - 3D game engine developed by Disney.
- Pygame - Pygame is a set of Python modules designed for writing games.
- RenPy - A Visual Novel engine.
- Pygame - Pygame is a set of Python modules designed for writing games.
Hardware
- 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.
- Pingo - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc.
- PyUserInput - A module for cross-platform control of the mouse and keyboard.
- scapy - A brilliant packet manipulation library.
Implementations
- 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.
- CLPython - Implementation of the Python programming language written in Common Lisp.
- CPython - **Default, most widely used implementation of the Python programming language written in C.**
- Grumpy - More compiler than interpreter as more powerful CPython2.7 replacement (alpha).
- IronPython - Implementation of the Python programming language written in C#.
- MicroPython - A lean and efficient Python programming language implementation.
- PeachPy - x86-64 assembler embedded in Python.
- Pyjion - A JIT for Python based upon CoreCLR.
- Pyston - A Python implementation using JIT techniques.
- Stackless Python - An enhanced version of the Python programming language.
Interactive Interpreter
- 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).
Job Scheduler
- Airflow - Airflow is a platform to programmatically author, schedule and monitor workflows.
- django-schedule - A calendaring app for Django.
- gunnery - Multipurpose task execution tool for distributed systems with web-based interface.
- 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.
- TaskFlow - A Python library that helps to make task execution easy, consistent and reliable.
Logging
- 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
- 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
- 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.
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.
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
- Bowler - Safe code refactoring for modern Python.
- Rope - Rope is a python refactoring library.
RESTful API
- django-tastypie - Creating delicious APIs for Django apps.
- vibora - Fast, efficient and asynchronous Web framework inspired by Flask.
- 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.
- apistar - A smart Web API framework, designed for Python 3.
- 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.
Search
- elasticsearch-py - The official low-level Python client for [Elasticsearch](https://www.elastic.co/products/elasticsearch).
- 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/).
Template Engine
- Genshi - Python templating toolkit for generation of web-aware output.
- Jinja2 - A modern and designer friendly templating language.
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.
- cola - A distributed crawling framework.
- grab - Site scraping framework.
- MechanicalSoup - A Python library for automating interaction with websites.
- portia - Visual scraping for Scrapy.
- pyspider - A powerful spider system.
- robobrowser - A simple, Pythonic library for browsing the web without a standalone web browser.
Web Frameworks
- RESTful API
- Django - The most popular web framework in Python.
- Pyramid - A small, fast, down-to-earth, open source Python web framework.
- awesome-pyramid
- awesome-django
- awesome-django
- awesome-flask
- Masonite - The modern and developer centric Python web framework.
WSGI Servers
- uWSGI - A project aims at developing a full stack for building hosting services, written in C.
- bjoern - Asynchronous, very fast and 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.
Books
- Fluent Python
- Think Python
Podcasts
- Django Chat
- Running in Production
- Talk Python To Me
- Test and Code
- The Real Python Podcast
- contribution guidelines
- vote for them
- @VintaChen
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.
- python-oauth2 - A fully tested, abstract interface to creating OAuth clients and servers.
- python-social-auth - An easy-to-setup social authentication mechanism.
- pyjwt - JSON Web Token implementation in Python.
- python-jwt - A module for generating and verifying JSON Web Tokens.
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.
Documentation
- sphinx - Python Documentation generator.
- awesome-sphinxdoc
- pdoc - Epydoc replacement to auto generate API documentation for Python libraries.
- pycco - The literate-programming-style documentation generator.
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.
Forms
- Deform - Python HTML form generation library influenced by the formish form generation library.
- django-bootstrap3 - Bootstrap 3 integration with Django.
- django-bootstrap4 - Bootstrap 4 integration with Django.
- django-crispy-forms - A Django app which lets you create beautiful forms in a very elegant and DRY way.
- django-remote-forms - A platform independent Django form serializer.
- WTForms - A flexible forms validation and rendering library.
HTTP Clients
- grequests - requests + gevent for asynchronous HTTP requests.
- httplib2 - Comprehensive HTTP client library.
- 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.
Internationalization
- PyICU - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)).
- Babel - An internationalization library for Python.
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.
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
- 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).
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.
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.
Task Queues
- 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.
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 413 C++ 8 C 5 HTML 3 Rust 2 Emacs Lisp 1 JavaScript 1 C# 1 OCaml 1 Common Lisp 1

python-awesome

Enterprise Application Integrations

Build Tools

CMS

Caching

Code Analysis

Command-line Tools

Data Visualization

Database Drivers

Debugging Tools

Distributed Computing

Editor Plugins and IDEs

Functional Programming

Geolocation

HTML Manipulation

Image Processing

ORM

Package Repositories

Robotics

Science

Specific Formats Processing

Testing

Text Processing

Third-party APIs

Websites

Newsletters

Admin Panels

Algorithms and Design Patterns

ASGI Servers

Asynchronous Programming

Audio

Built-in Classes Enhancement

Command-line Interface Development

Compatibility

Computer Vision

Concurrency and Parallelism

Configuration

Cryptography

Data Analysis

Data Validation

Date and Time

Deep Learning

DevOps Tools

Distribution

Downloader

E-commerce

Files

Foreign Function Interface

GUI Development

Game Development

Hardware

Implementations

Interactive Interpreter

Job Scheduler

Logging

Machine Learning

Microsoft Windows

Miscellaneous

Natural Language Processing

Package Management

Processes

Refactoring

RESTful API

Search

Template Engine

Web Asset Management

Web Crawling

Web Frameworks

WSGI Servers

Books

Podcasts

Authentication

Database

Documentation

Email

Environment Management

Forms

HTTP Clients

Internationalization

Network Virtualization