Data

Tools

Indexes

Applications

Experiments

Awesome

An open API service indexing awesome lists of open source software.

awesome-python

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

Last synced: 5 days ago
JSON representation

  • 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.

  • Asynchronous Programming

    • awesome-asyncio
    • 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.
    • uvloop - Ultra fast asyncio event loop.
    • twisted - An event-driven networking engine.
    • eventlet - Asynchronous framework with WSGI support.
    • gevent - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet).

  • Code Analysis

  • Web Frameworks

    • awesome-pyramid
    • Django - The most popular web framework in Python.
    • pyramid - A small, fast, down-to-earth, open source Python web framework.
    • Tornado - A web framework and asynchronous networking library.

  • Machine Learning

  • Deep Learning

  • Algorithms and Design Patterns

    • awesome-algorithms
    • sortedcontainers - Fast and pure-Python implementation of sorted collections.
    • python-patterns - A collection of design patterns in Python.
    • pypattyrn - A simple yet effective library for implementing common design patterns.
    • algorithms - Minimal examples of data structures and algorithms.
    • python-ds - A collection of data structure and algorithms for coding interviews.
    • thealgorithms - All Algorithms implemented in Python.
    • transitions - A lightweight, object-oriented finite state machine implementation.

  • ORM

  • Database Drivers

    • 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.

  • Interactive Interpreter

  • Editor Plugins and IDEs

    • PyCharm - Commercial Python IDE by JetBrains. Has free community edition available.
    • Python - The official VSCode extension with rich support for Python.

  • Downloader

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

  • 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.
    • 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.
    • django-grappelli - A jazzy skin for the Django Admin-Interface.
    • flask-admin - Simple and extensible administrative interface framework for Flask.

  • 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.

  • Build Tools

    • BitBake - A make-like build tool for embedded Linux.
    • buildout - A build system for creating, assembling and deploying applications from multiple parts.

  • Built-in Classes Enhancement

    • dataclasses - (Python standard library) Data classes.

  • 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.

  • Caching

    • dogpile.cache - dogpile.cache is a next generation replacement for Beaker made by the same authors.
    • hermescache - Python caching library with tag-based invalidation and dogpile effect prevention.
    • python-diskcache - SQLite and file backed cache backend with faster lookups than memcached and redis.

  • 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.

  • 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.

  • 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 Files

  • 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.

  • 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.

  • Data Validation

    • colander - Validating and deserializing data obtained via XML, JSON, an HTML form post.

  • 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.

  • 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/).

  • 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.

  • 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.

  • Enterprise Application Integrations

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

  • File Manipulation

    • mimetypes - (Python standard library) Map filenames to MIME types.
    • pathlib - (Python standard library) An cross-platform, object-oriented path library.

  • 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.

  • 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).

  • 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.

  • Geolocation

    • geodjango - A world-class geographic web framework.

  • HTML Manipulation

    • beautifulsoup - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
    • 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.
    • xmldataset - Simple XML Parsing.

  • 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.

  • Image Processing

    • imgSeek - A project for searching a collection of images using visual similarity.
    • scikit-image - A Python library for (scientific) image processing.

  • 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.

  • Internationalization

    • Babel - An internationalization library for Python.

  • 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.

  • Logging

    • logbook - Logging replacement for Python.
    • logging - (Python standard library) Logging facility for Python.
    • structlog - Structured logging made easy.

  • Microsoft Windows

    • Python(x,y) - Scientific-applications-oriented Python Distribution based on Qt and Spyder.
    • WinPython - Portable development environment for Windows 7/8.

  • Miscellaneous

    • tryton - A general purpose business framework.

  • 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.

  • Package Management

    • pip - The package installer for Python.
    • PyPI

  • Processes

    • sarge - Yet another wrapper for subprocess.

  • Refactoring

    • Bicycle Repair Man - Bicycle Repair Man, a refactoring tool for Python.
    • Bowler - Safe code refactoring for modern Python.

  • 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.

  • Robotics

    • 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.
    • elasticsearch-py - The official low-level Python client for [Elasticsearch](https://www.elastic.co/products/elasticsearch).
    • whoosh - A fast, pure Python search engine library.

  • 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.

  • Task Queues

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

  • Template Engine

    • Genshi - Python templating toolkit for generation of web-aware output.
    • Mako - Hyperfast and lightweight templating for the Python platform.

  • 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.

  • Text Processing

    • difflib - (Python standard library) Helpers for computing deltas.
    • unidecode - ASCII transliterations of Unicode text.
    • pygments - A generic syntax highlighter.

  • Third-party APIs

  • Web Asset Management

    • fanstatic - Packages, optimizes, and serves static file dependencies as Python packages.

  • Web Crawling

  • WSGI Servers

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

  • Books

  • Websites

  • Newsletters

  • Podcasts

  • 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.
Programming Languages
Python 28 HTML 1 C 1 Cython 1
Categories
Science 12 GUI Development 10 Game Development 10 Admin Panels 9 Asynchronous Programming 9 Podcasts 9 Algorithms and Design Patterns 8 Websites 7 Data Visualization 6 Audio 6 Job Scheduler 5 Database Drivers 5 HTML Manipulation 5 Testing 5 ASGI Servers 4 Foreign Function Interface 4 Web Frameworks 4 Command-line Interface Development 4 Distribution 4 Implementations 4 Newsletters 4 DevOps Tools 4 Code Analysis 3 Logging 3 CMS 3 E-commerce 3 ORM 3 Text Processing 3 Specific Formats Processing 3 Machine Learning 3 Caching 3 RESTful API 3 Books 2 Date and Time 2 Cryptography 2 Compatibility 2 Hardware 2 Search 2 Image Processing 2 Editor Plugins and IDEs 2 Refactoring 2 Template Engine 2 Interactive Interpreter 2 Data Analysis 2 Natural Language Processing 2 Build Tools 2 File Manipulation 2 Microsoft Windows 2 Concurrency and Parallelism 2 Package Management 2 Built-in Classes Enhancement 1 Data Validation 1 Deep Learning 1 Robotics 1 Third-party APIs 1 Configuration 1 Web Asset Management 1 Internationalization 1 Processes 1 Web Crawling 1 Geolocation 1 Configuration Files 1 Computer Vision 1 Task Queues 1 Miscellaneous 1 Downloader 1 WSGI Servers 1 Enterprise Application Integrations 1
Sub Categories
Keywords
python 26 asyncio 5 awesome 5 awesome-list 5 audio 5 machine-learning 3 deep-learning 3 async 3 music 3 administration 3 data-science 3 http 2 http-server 2 data-visualization 2 scipy 2 async-await 2 asgi 2 networking 2 list 2 async-python 2 dsp 2 spectrogram 2 network 2 algorithm 2 algorithms 2 design-patterns 2 coroutines 2 greenlet 2 panel 1 asynchronous 1 linux 1 javascript 1 celery 1 angular 1 ajenti 1 library 1 data-structure 1 competitive-programming 1 workflows 1 wooey 1 web 1 python-scripts 1 django 1 sql 1 responsive 1 interface 1 developers 1 dashboard 1 backoffice 1 admin-dashboard 1