Awesome Python
A curated list of awesome Python frameworks, libraries, software and resources.
Inspired by awesome-php 16k 3k .
Admin Panels
Libraries for administrative interfaces.
Ajenti 1k 272 - The admin panel your servers deserve.
django-suit - Alternative Django Admin-Interface (free only for Non-commercial use).
django-xadmin 737 244 - Drop-in replacement of Django admin comes with lots of goodies.
flask-admin 3k 964 - Simple and extensible administrative interface framework for Flask.
flower 2k 513 - Real-time monitor and web admin for Celery.
Grappelli - A jazzy skin for the Django Admin-Interface.
Wooey - A Django app which creates automatic web UIs for Python scripts.
Algorithms and Design Patterns
Python implementation of algorithms and design patterns.
algorithms 2k 669 - A module of algorithms for Python.
PyPattyrn 279 18 - A simple yet effective library for implementing common design patterns.
python-patterns 4k 1k - A collection of design patterns in Python.
sortedcontainers - Fast, pure-Python implementation of SortedList, SortedDict, and SortedSet types.
Anti-spam
Libraries for fighting spam.
Asset Management
Tools for managing, compressing and minifying website assets.
django-compressor 2k 572 - Compresses linked and inline JavaScript or CSS into a single cached file.
django-pipeline 257 67 - An asset packaging library for Django.
django-storages 671 336 - A collection of custom storage back ends for Django.
fanstatic - Packages, optimizes, and serves static file dependencies as Python packages.
fileconveyor - A daemon to detect and sync files to CDNs, S3 and FTP.
flask-assets 336 92 - Helps you integrate webassets into your Flask app.
jinja-assets-compressor 68 12 - A Jinja extension to compile and compress your assets.
webassets 848 270 - Bundles, optimizes, and manages unique cache-busting URLs for static resources.
Audio
Libraries for manipulating audio.
audiolazy 303 46 - Expressive Digital Signal Processing (DSP) package for Python.
audioread 61 23 - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.
beets - A music library manager and MusicBrainz tagger.
dejavu 1k 177 - Audio fingerprinting and recognition.
django-elastic-transcoder 70 42 - Django + Amazon Elastic Transcoder .
eyeD3 - A tool for working with audio files, specifically MP3 files containing ID3 metadata.
id3reader - A Python module for reading MP3 meta data.
m3u8 296 132 - A module for parsing m3u8 file.
mingus - An advanced music theory and notation package with MIDI file and playback support.
mutagen 209 33 - A Python module to handle audio metadata.
pyAudioAnalysis 794 266 - Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
pydub 2k 269 - Manipulate audio with a simple and easy high level interface.
pyechonest 637 2k - Python client for the Echo Nest API.
talkbox - A Python library for speech/signal processing.
TimeSide 219 34 - Open web audio processing framework.
tinytag 247 41 - A library for reading music meta data of MP3, OGG, FLAC and Wave files.
Authentication
Libraries for implementing authentications schemes.
OAuth
Authomatic 16 1 - Simple but powerful framework agnostic authentication/authorization client.
django-allauth 4k 1k - Authentication app for Django that "just works."
django-oauth-toolkit 1k 381 - OAuth 2 goodies for Django.
Flask-OAuthlib 1k 330 - OAuth 1.0/a, 2.0 implementation of client and provider for Flask.
OAuthLib 1k 367 - A generic and thorough implementation of the OAuth request-signing logic.
python-oauth2 522 152 - A fully tested, abstract interface to creating OAuth clients and servers.
python-social-auth 3k 1k - An easy-to-setup social authentication mechanism.
rauth 2k 178 - A Python library for OAuth 1.0/a, 2.0, and Ofly.
sanction 134 33 - A dead simple OAuth2 client implementation.
Others
jose - JavaScript Object Signing and Encryption draft implementation.
PyJWT 1k 176 - Implementation of the JSON Web Token draft 01.
python-jws 26 11 - Implementation of JSON Web Signatures draft 02.
python-jwt 52 5 - Module for generating and verifying JSON Web Tokens.
Build Tools
Compile software from source code.
BitBake - A make-like build tool for embedded Linux.
buildout - A build system for creating, assembling and deploying applications from multiple parts.
PlatformIO 790 114 - A console tool to build code with different development platforms.
PyBuilder 983 210 - A continuous build tool written in pure Python.
SCons - A software construction tool.
Built-in Classes Enhancement
Libraries for enhancing Python built-in classes.
attrs 558 51 - Replacement for __init__
, __eq__
, __repr__
, etc. boilerplate in class definitions.
bidict 168 17 - Efficient, Pythonic bidirectional map data structures and related functionality..
Box 928 33 - Python dictionaries with advanced dot notation access.
dotted 10 3 - A library that provides a method of accessing lists and dicts with a dotted path notation.
CMS
Content Management Systems.
django-cms - An Open source enterprise CMS based on the Django.
djedi-cms - A lightweight but yet powerful Django CMS with plugins, inline editing and performance in mind.
FeinCMS - One of the most advanced Content Management Systems built on Django.
Kotti - A high-level, Pythonic web application framework built on Pyramid.
Mezzanine - A powerful, consistent, and flexible content management platform.
Opps - A Django-based CMS for magazines, newspapers websites and portals with high-traffic.
Plone - A CMS built on top of the open source application server Zope.
Quokka - Flexible, extensible, small CMS powered by Flask and MongoDB.
Wagtail - A Django content management system.
Widgy - Last CMS framework, based on Django.
Caching
Libraries for caching data.
Beaker 328 119 - A library for caching and sessions for use with web applications and stand-alone Python scripts and applications.
DiskCache - SQLite and file backed cache backend with faster lookups than memcached and redis.
django-cache-machine 165 33 - Automatic caching and invalidation for Django models.
django-cacheops 812 130 - A slick ORM cache with automatic granular event-driven invalidation.
django-viewlet 58 16 - Render template parts with extended cache control.
dogpile.cache - dogpile.cache is next generation replacement for Beaker made by same authors.
HermesCache - Python caching library with tag-based invalidation and dogpile effect prevention.
johnny-cache 218 89 - A caching framework for django applications.
pylibmc 365 125 - A Python wrapper around the libmemcached interface.
ChatOps Tools
Libraries for chatbot development.
Errbot - The easiest and most popular chatbot to implement ChatOps.
Code Analysis
Tools of static analysis, linters and code quality checkers. See: awesome-static-analysis 961 151 .
Code Analysis
flake8 - A wrapper around pycodestyle, pyflakes and McCabe.
coala - Language independent and easily extendable code analysis application.
code2flow 137 14 - Turn your Python and JavaScript code into DOT flowcharts.
prospector 749 86 - A tool to analyse Python code.
pycallgraph 388 64 - A library that visualises the flow (call graph) of your Python application.
pylama 343 53 - A code audit tool for Python and JavaScript.
pylint - A fully customizable source code analyzer.
Static Type Checkers
mypy - Check variable types during compile time.
Static Type Annotations Generators
MonkeyType 1k 53 - A system for Python that generates static type annotations by collecting runtime types
Command-line Tools
Libraries for building command-line application.
Command-line Application Development
asciimatics 724 69 - Cross-platform, full-screen terminal package (i.e. mouse/keyboard input and coloured, positioned text output) complete with high-level API for complex animations and special effects.
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.
clint 2k 243 - Python Command-line Application Tools.
colorama - Cross-platform colored terminal text.
docopt - Pythonic command line arguments parser.
Gooey 6k 347 - Turn command line programs into a full GUI application with one line
Python-Fire 8k 471 - A library for creating command line interfaces from absolutely any Python object.
python-prompt-toolkit 4k 277 - A Library for building powerful interactive command lines.
Productivity Tools
aws-cli 9k 2k - A universal command-line interface for Amazon Web Services.
bashplotlib 126 10 - Making basic plots in the terminal.
caniusepython3 296 41 - Determine what projects are blocking you from porting to Python 3.
cookiecutter 5k 730 - A command-line utility that creates projects from cookiecutters (project templates).
doitlive 2k 63 - A tool for live presentations in the terminal.
howdoi 3k 222 - Instant coding answers via the command line.
httpie 17k 1k - A command line HTTP client, a user-friendly cURL replacement.
mycli 6k 400 - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.
PathPicker 4k 252 - Select files out of bash output.
percol 2k 131 - Adds flavor of interactive selection to the traditional pipe concept on UNIX.
pgcli 5k 281 - Postgres CLI with autocompletion and syntax highlighting.
SAWS 4k 167 - A Supercharged AWS CLI.
thefuck 36k 2k - Correcting your previous console command.
try 363 21 - A dead simple CLI to try out python packages - It's never been easier.
Compatibility
Libraries for migrating from Python 2 to 3.
Python-Future - The missing compatibility layer between Python 2 and Python 3.
Python-Modernize 336 22 - Modernizes Python code for eventual Python 3 migration.
Six - Python 2 and 3 compatibility utilities.
Computer Vision
Libraries for computer vision.
Concurrency and Parallelism
Libraries for concurrent and parallel execution.
eventlet - Asynchronous framework with WSGI support.
gevent - A coroutine-based Python networking library that uses greenlet 824 156 .
multiprocessing - (Python standard library) Process-based "threading" interface.
threading - (Python standard library) Higher-level threading interface.
Tomorrow 1k 95 - Magic decorator syntax for asynchronous code.
uvloop 4k 175 - Ultra fast implementation of asyncio event loop on top of libuv.
Configuration
Libraries for storing and parsing configuration options.
config - Hierarchical config from the author of logging .
ConfigObj - INI file parser with validation.
ConfigParser - (Python standard library) INI file parser.
profig - Config from multiple formats with value conversion.
python-decouple 424 49 - Strict separation of settings from code.
Cryptography
cryptography - A package designed to expose cryptographic primitives and recipes to Python developers.
hashids 601 54 - Implementation of hashids in Python.
Paramiko - A Python (2.6+, 3.3+) implementation of the SSHv2 protocol, providing both client and server functionality.
Passlib - Secure password storage/hashing library, very high level.
PyNacl 430 99 - Python binding to the Networking and Cryptography (NaCl) library.
Data Analysis
Libraries for data analyzing.
Blaze 862 117 - NumPy and Pandas interface to Big Data.
Open Mining 241 56 - Business Intelligence (BI) in Pandas interface.
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
Libraries for validating data. Used for forms in many cases.
Cerberus 80 9 - A lightweight and extensible data validation library.
colander - Validating and deserializing data obtained via XML, JSON, an HTML form post.
jsonschema 1k 270 - An implementation of JSON Schema for Python.
schema 1k 119 - A library for validating Python data structures.
Schematics 2k 281 - Data Structure Validation.
valideer 194 16 - Lightweight extensible data validation and adaptation library.
voluptuous 907 153 - A Python data validation library.
Data Visualization
Libraries for visualizing data. See: awesome-javascript .
Altair 533 57 - Declarative statistical visualization library for Python.
Bokeh 8k 2k - Interactive Web Plotting for Python.
bqplot 2k 188 - Interactive Plotting Library for the Jupyter Notebook
ggplot - Same API as ggplot2 for R.
Matplotlib - A Python 2D plotting library.
Pygal - A Python SVG Charts Creator.
PyGraphviz - Python interface to Graphviz .
PyQtGraph - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.
Seaborn 5k 805 - Statistical data visualization using Matplotlib.
VisPy 1k 367 - High-performance scientific visualization based on OpenGL.
Database
Databases implemented in Python.
pickleDB - A simple and lightweight key-value store for Python.
PipelineDB - The Streaming SQL Database.
TinyDB 2k 213 - A tiny, document-oriented database.
ZODB - A native object database for Python. A key-value and object graph database.
Database Drivers
Libraries for connecting and operating databases.
MySQL - awesome-mysql
mysqlclient 705 141 - MySQL connector with Python 3 support (mysql-python fork).
oursql - A better MySQL connector with support for native prepared statements and BLOBs.
PyMySQL 3k 764 - A pure Python MySQL driver compatible to mysql-python.
PostgreSQL - awesome-postgres 3k 245
psycopg2 - The most popular PostgreSQL adapter for Python.
queries 182 20 - A wrapper of the psycopg2 library for interacting with PostgreSQL.
txpostgres 99 32 - Twisted based asynchronous driver for PostgreSQL.
Other Relational Databases
apsw - Another Python SQLite wrapper.
dataset 3k 207 - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.
pymssql - A simple database interface to Microsoft SQL Server.
NoSQL Databases
cassandra-python-driver 890 415 - Python driver for Cassandra.
HappyBase 351 108 - A developer-friendly library for Apache HBase.
Plyvel 156 28 - A fast and feature-rich Python interface to LevelDB.
py2neo - Python wrapper client for Neo4j's restful interface.
pycassa 516 154 - Python Thrift driver for Cassandra.
PyMongo - The official Python client for MongoDB.
redis-py 5k 1k - The Redis Python Client.
telephus 87 32 - Twisted based client for Cassandra.
txRedis 91 29 - Twisted based client for Redis.
Date and Time
Libraries for working with dates and times.
Chronyk 259 12 - A Python 3 library for parsing human-written times and dates.
dateutil 457 159 - Extensions to the standard Python datetime module.
delorean 1k 66 - A library for clearing up the inconvenient truths that arise dealing with datetimes.
moment 177 7 - A Python library for dealing with dates/times. Inspired by Moment.js .
Pendulum 2k 100 - Python datetimes made easy.
PyTime 17 3 - A easy-use Python module which aims to operate date/time/datetime by string.
pytz - World timezone definitions, modern and historical. Brings the tz database into Python.
when.py 176 17 - Providing user-friendly functions to help perform common date and time actions.
maya 2k 70 - Datetimes for Humans, Maya is mostly built around the headaches and use-cases around parsing datetime data from websites.
Debugging Tools
Libraries for debugging code.
pdb-like Debugger
ipdb - IPython-enabled pdb .
pdb++ - Another drop-in replacement for pdb.
pudb - A full-screen, console-based Python debugger.
remote-pdb 51 12 - Remote vanilla PDB (over TCP sockets).
wdb 1k 83 - An improbable web debugger through WebSockets.
Profiler
line_profiler 1k 122 - Line-by-line profiling.
memory_profiler 1k 145 - Monitor Memory usage of Python code.
Pyflame 958 71 - Attach this Ptracing Profiler to any processes running Python. Perfect for profiling production webservers.
profiling 3k 121 - An interactive Python profiler.
vprof 3k 157 - Visual Python profiler.
Others
django-debug-toolbar 785 112 - Display various debug information for Django.
django-devserver 948 87 - A drop-in replacement for Django's runserver.
flask-debugtoolbar 579 104 - A port of the django-debug-toolbar to flask.
hunter 192 7 - Hunter is a flexible code tracing toolkit.
lptrace 541 23 - strace for Python programs.
manhole 153 8 - Debug service that will accept unix domain socket connections and present the stacktraces for all threads and an interactive prompt.
pyelftools 482 192 - Parsing and analyzing ELF files and DWARF debugging information.
pyringe 1k 37 - Debugger capable of attaching to and injecting code into Python processes.
Deep Learning
Frameworks for Neural Networks and Deep Learning. See: awesome-deep-learning 4k 1k .
Caffe 21k 12k - A fast open framework for deep learning..
Keras 24k 10k - A high-level neural networks library and capable of running on top of either TensorFlow or Theano.
MXNet 12k 5k - A deep learning framework designed for both efficiency and flexibility.
Neupy - Running and testing different Artificial Neural Networks algorithms.
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration.
Serpent.AI 3k 240 - Game agent framework. Use any video game as a deep learning sandbox.
TensorFlow 100k 52k - The most popular Deep Learning framework created by Google.
Theano 8k 3k - A library for fast numerical computation.
DevOps Tools
Software and libraries for DevOps.
Ansible 31k 13k - A radically simple IT automation platform.
Cloud-Init - A multi-distribution package that handles early initialization of a cloud instance.
cuisine 1k 130 - Chef-like functionality for Fabric.
Docker Compose - Fast, isolated development environments using Docker .
Fabric - A simple, Pythonic tool for remote execution and deployment.
Fabtools 48 13 - Tools for writing awesome Fabric files.
honcho 1k 125 - A Python clone of Foreman 5k 569 , for managing Procfile-based applications.
OpenStack - Open source software for building private and public clouds.
pexpect 1k 282 - Controlling interactive programs in a pseudo-terminal like GNU expect.
psutil 3k 653 - A cross-platform process and system utilities module.
SaltStack 9k 5k - Infrastructure automation and management system.
supervisor 4k 796 - Supervisor process control system for UNIX.
Distribution
Libraries to create packaged executables for release distribution.
dh-virtualenv 1k 127 - Build and distribute a virtualenv as a Debian package.
Nuitka - Compile scripts, modules, packages to an executable or extension module.
py2app - Freezes Python scripts (Mac OS X).
py2exe - Freezes Python scripts (Windows).
PyInstaller 4k 1k - Converts Python programs into stand-alone executables (cross-platform).
pynsist - A tool to build Windows installers, installers bundle Python itself.
Documentation
Libraries for generating project documentation.
Sphinx - Python Documentation generator.
MkDocs - Markdown friendly documentation generator.
pdoc 591 108 - Epydoc replacement to auto generate API documentation for Python libraries.
Pycco 101 25 - The literate-programming-style documentation generator.
Downloader
Libraries for downloading.
s3cmd 2k 751 - A command line tool for managing Amazon S3 and CloudFront.
s4cmd 628 124 - Super S3 command line tool, good for higher performance.
you-get - A YouTube/Youku/Niconico video downloader written in Python 3.
youtube-dl - A small command-line program to download videos from YouTube.
E-commerce
Frameworks and libraries for e-commerce and payments.
alipay 25 12 - Unofficial Alipay API for Python.
Cartridge 560 296 - A shopping cart app built using the Mezzanine.
django-oscar - An open-source e-commerce framework for Django.
django-shop 640 234 - A Django based shop system.
merchant 909 172 - A Django app to accept payments from various payment processors.
money 110 11 - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution.
python-currencies 11 0 - Display money format and its filthy currencies.
forex-python 62 17 - Foreign exchange rates, Bitcoin price index and currency conversion.
saleor - An e-commerce storefront for Django.
shoop - An open source E-Commerce platform based on Django.
Editor Plugins and IDEs
Emacs
Elpy 1k 215 - Emacs Python Development Environment.
Sublime Text
Anaconda 2k 256 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE.
SublimeJEDI 833 103 - A Sublime Text plugin to the awesome auto-complete library Jedi.
Vim
Jedi-vim 3k 336 - Vim bindings for the Jedi auto-completion library for Python.
Python-mode 469 84 - An all in one plugin for turning Vim into a Python IDE.
YouCompleteMe 15k 2k - Includes Jedi 3k 305 -based completion engine for Python.
Visual Studio
PTVS 2k 623 - Python Tools for Visual Studio.
Visual Studio Code
Python 2k 329 - An extension with rich support for the Python language, with features including linting, IntelliSense, formatting, refactoring, debugging, unit tests, and jupyter support.
Magic Python 946 39 - Cutting edge Python syntax highlighter for Sublime Text, Atom, and Visual Studio Code. Used by GitHub to highlight your Python code!
IDE
LiClipse - Free polyglot IDE based on Eclipse. Uses PyDev for Python support.
PyCharm - Commercial Python IDE by JetBrains. Has free community edition available.
Spyder 3k 788 - Open Source Python IDE.
Email
Libraries for sending and parsing email.
envelopes - Mailing for human beings.
flanker 1k 152 - A email address and Mime parsing library.
imbox 541 53 - Python IMAP for Humans.
inbox.py 1k 67 - Python SMTP Server for Humans.
lamson 441 97 - Pythonic SMTP Application Server.
Marrow Mailer 47 15 - High-performance extensible mail delivery framework.
modoboa 320 70 - A mail hosting and management platform including a modern and simplified Web UI.
Nylas Sync Engine 2k 249 - Providing a RESTful API on top of a powerful email sync platform.
yagmail 834 63 - Yet another Gmail/SMTP client.
Environment Management
Libraries for Python version and environment management.
Pipenv 6k 355 - Sacred Marriage of Pipfile, Pip, & Virtualenv.
p 730 56 - Dead simple interactive Python version management.
pyenv 3k 337 - Simple Python version management.
venv - (Python standard library in Python 3.3+) Creating lightweight virtual environments.
virtualenv - A tool to create isolated Python environments.
virtualenvwrapper - A set of extensions to virtualenv.
Files
Libraries for file manipulation and MIME type detection.
imghdr - (Python standard library) Determine the type of an image.
mimetypes - (Python standard library) Map filenames to MIME types.
path.py 794 121 - A module wrapper for os.path .
pathlib - (Python standard library in Python 3.4+) An cross-platform, object-oriented path library.
python-magic 935 157 - A Python interface to the libmagic file type identification library.
Unipath 442 41 - An object-oriented approach to file/directory operations.
watchdog 3k 402 - API and shell utilities to monitor file system events.
Foreign Function Interface
Libraries for providing 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.
Forms
Libraries for working with forms.
Deform 272 149 - Python HTML form generation library influenced by the formish form generation library.
django-bootstrap3 2k 791 - Bootstrap 3 integration with Django.
django-crispy-forms 529 98 - A Django app which lets you create beautiful forms in a very elegant and DRY way.
django-remote-forms 169 78 - A platform independent Django form serializer.
WTForms 729 275 - A flexible forms validation and rendering library.
Functional Programming
Functional Programming with Python.
CyToolz 371 33 - Cython implementation of Toolz: High performance functional utilities.
fn.py 1k 79 - Functional programming in Python: implementation of missing features to enjoy FP.
funcy 2k 92 - A fancy and practical functional tools.
Toolz 1k 129 - A collection of functional utilities for iterators, functions, and dictionaries.
GUI
Libraries for working with graphical user interface applications.
curses - Built-in wrapper for ncurses used to create terminal GUI applications.
Eel 2k 70 - Little library for making simple Electron-like offline HTML/JS GUI apps, with full access to Python capabilities and libraries.
enaml 556 85 - Creating beautiful user-interfaces with Declaratic Syntax like QML.
Flexx 1k 143 - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering.
kivy - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.
pyglet - A cross-platform windowing and multimedia library for Python.
PyGObject - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3)
PyQt - Python bindings for the Qt cross-platform application and UI framework, with support for both Qt v4 and Qt v5 frameworks.
PySide - Python bindings for the Qt cross-platform application and UI framework, supporting the Qt v4 framework.
pywebview 758 98 - A lightweight cross-platform native wrapper around a webview component that allows to display HTML content in its own native dedicated window
Tkinter - Tkinter is Python's de-facto standard GUI package.
Toga 1k 178 - A Python native, OS native GUI toolkit.
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.
Game Development
Awesome game development libraries.
Cocos2d - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications. It is based on pyglet.
Panda3D - 3D game engine developed by Disney and maintained by Carnegie Mellon's Entertainment Technology Center. Written in C++, completely wrapped in Python.
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.
Geolocation
Libraries for geocoding addresses and working with latitudes and longitudes.
django-countries 452 156 - A Django app that provides country choices for use with forms, flag icons static files, and a country field for models.
GeoDjango - A world-class geographic web framework.
GeoIP 161 38 - Python API for MaxMind GeoIP Legacy Database.
geojson 288 57 - Python bindings and utilities for GeoJSON.
geopy 2k 376 - Python Geocoding Toolbox.
pygeoip 323 71 - Pure Python GeoIP API.
HTML Manipulation
Libraries for working with HTML and XML.
BeautifulSoup - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
bleach 422 79 - A whitelist-based HTML sanitization and text linkification library.
cssutils - A CSS library for Python.
html5lib 648 168 - A standards-compliant library for parsing and serializing HTML documents and fragments.
lxml - A very fast, easy-to-use and versatile library for handling HTML and XML.
MarkupSafe 61 22 - Implements a XML/HTML/XHTML Markup safe string for Python.
pyquery 1k 139 - A jQuery-like library for parsing HTML.
untangle 273 42 - Converts XML documents to Python objects for easy access.
WeasyPrint - A visual rendering engine for HTML and CSS that can export to PDF.
xmldataset - Simple XML Parsing.
xmltodict 3k 276 - Working with XML feel like you are working with JSON.
HTTP
Libraries for working with HTTP.
grequests 2k 223 - requests + gevent for asynchronous HTTP requests.
httplib2 171 48 - Comprehensive HTTP client library.
requests - HTTP Requests for Humans™.
treq 197 64 - Python requests like API built on top of Twisted's HTTP client.
urllib3 1k 556 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.
Hardware
Libraries for programming with hardware.
ino - Command line toolkit for working with Arduino .
keyboard 701 58 - Hook and simulate global keyboard events on Windows and Linux.
mouse 2 1 - 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.
Pyro - Python Robotics.
PyUserInput 196 41 - A module for cross-platform control of the mouse and keyboard.
scapy 1k 390 - A brilliant packet manipulation library.
wifi 206 106 - A Python library and command line tool for working with WiFi on Linux.
Image Processing
Libraries for manipulating images.
hmap 77 6 - Image histogram remapping.
imgSeek - A project for searching a collection of images using visual similarity.
nude.py 518 92 - Nudity detection.
pagan 57 6 - Retro identicon (Avatar) generation based on input string and hash.
pillow 5k 1k - Pillow is the friendly PIL fork.
pyBarcode - Create barcodes in Python without needing PIL.
pygram 23 3 - Instagram-like image filters.
python-qrcode 1k 267 - A pure Python QR Code generator.
Quads 342 22 - Computer art based on quadtrees.
scikit-image - A Python library for (scientific) image processing.
thumbor 5k 623 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.
wand 726 172 - Python bindings for MagickWand , C API for ImageMagick.
Implementations
Implementations of Python.
CLPython 239 33 - Implementation of the Python programming language written in Common Lisp.
CPython 20k 7k - Default, most widely used implementation of the Python programming language written in C.
Cython - Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains
Grumpy - More compiler than interpreter as more powerful CPython2.7 replacement (alpha).
IronPython 350 65 - Implementation of the Python programming language written in C# targeting the .NET Framework and Mono.
Jython - Implementation of Python programming language written in Java for the Java virtual machine (JVM).
MicroPython 6k 2k - MicroPython - a lean and efficient Python programming language implementation for microcontrollers and constrained systems
Numba - Python JIT compiler to LLVM aimed at scientific Python.
PeachPy 993 66 - x86-64 assembler embedded in Python. Can be used as inline assembler for Python or as a stand-alone assembler for Windows, Linux, OS X, Native Client and Go.
Pyjion 1k 64 - A JIT for Python based upon CoreCLR.
PyPy - Implementation of the Python programming language written in RPython and translated into C. PyPy focuses on speed, efficiency and compatibility with the original CPython interpreter. The interpreter uses black magic to make Python very fast without having to add in additional type information.
PySec 28 9 - Hardened version of python that makes it easier for security professionals and developers to write applications more resilient to attacks and manipulations.
Pyston 5k 385 - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance.
Stackless Python - An enhanced version of the Python programming language which allows programmers to reap the benefits of thread-based programming without the performance and complexity problems associated with conventional threads.
Interactive Interpreter
Interactive Python interpreters (REPL).
Internationalization
Libraries for working with i18n.
Babel - An internationalization library for Python.
PyICU 36 24 - A wrapper of International Components for Unicode C++ library (ICU ).
Job Scheduler
Libraries for scheduling jobs.
APScheduler - A light but powerful in-process task scheduler that lets you schedule functions.
django-schedule 561 226 - A calendaring app for Django.
doit - A task runner and build tool.
gunnery 507 37 - Multipurpose task execution tool for distributed systems with web-based interface.
Joblib - A set of tools to provide lightweight pipelining in Python.
Plan 1k 80 - Writing crontab file in Python like a charm.
schedule 3k 375 - Python job scheduling for humans.
Spiff 478 113 - A powerful workflow engine implemented in pure Python.
TaskFlow - A Python library that helps to make task execution easy, consistent and reliable.
Logging
Libraries for generating and working with logs.
Eliot 158 7 - Logging for complex & distributed systems.
logbook - Logging replacement for Python.
logging - (Python standard library) Logging facility for Python.
raven 1k 798 - Python client for Sentry, a log/error tracking, crash reporting and aggregation platform for web applications.
Machine Learning
Libraries for Machine Learning. See: awesome-machine-learning .
Metrics 197 44 - Machine learning evaluation metrics.
NuPIC 6k 2k - Numenta Platform for Intelligent Computing.
scikit-learn - The most popular Python library for Machine Learning.
Spark ML - Apache Spark 's scalable Machine Learning library.
vowpal_porpoise 86 23 - A lightweight Python wrapper for Vowpal Wabbit 5k 2k .
xgboost 9k 5k - A scalable, portable, and distributed gradient boosting library.
MapReduce
Frameworks and libraries for MapReduce.
PySpark - Apache Spark Python API.
luigi 8k 2k - A module that helps you build complex pipelines of batch jobs.
mrjob 2k 584 - Run MapReduce jobs on Hadoop or Amazon Web Services.
streamparse 1k 230 - Run Python code against real-time streams of data. Integrates with Apache Storm .
dask - A flexible parallel computing library for analytic computing.
Microsoft Windows
Python programming on Microsoft Windows.
Python(x,y) - Scientific-applications-oriented Python Distribution based on Qt and Spyder.
pythonlibs - Unofficial Windows binaries for Python extension packages.
PythonNet 948 186 - Python Integration with the .NET Common Language Runtime (CLR).
PyWin32 - Python Extensions for Windows.
WinPython - Portable development environment for Windows 7/8.
Miscellaneous
Useful libraries or tools that don't fit in the categories above.
blinker 554 82 - A fast Python in-process signal/event dispatching system.
itsdangerous 348 40 - Various helpers to pass trusted data to untrusted environments.
pluginbase 570 86 - A simple but flexible plugin system for Python.
Pychievements 60 3 - A framework for creating and tracking achievements.
Tryton - A general purpose business framework.
Natural Language Processing
Libraries for working with human languages.
gensim 4k 2k - Topic Modelling for Humans.
Jieba 9k 3k - Chinese text segmentation.
langid.py 294 48 - Stand-alone language identification system.
NLTK - A leading platform for building Python programs to work with human language data.
Pattern - A web mining module for the Python.
polyglot 524 118 - Natural language pipeline supporting hundreds of languages.
SnowNLP 715 188 - A library for processing Chinese text.
spaCy - A library for industrial-strength natural language processing in Python and Cython.
TextBlob 4k 630 - Providing a consistent API for diving into common NLP tasks.
Network Virtualization
Tools and libraries for Virtual Networking and SDN (Software Defined Networking).
Mininet - A popular network emulator and API written in Python.
POX 218 228 - An open source development platform for Python-based Software Defined Networking (SDN) control applications, such as OpenFlow SDN controllers.
Pyretic - A member of the Frenetic family of SDN programming languages that provides powerful abstractions over network switches or emulators.
SDX Platform 4 2 - SDN based IXP implementation that leverages Mininet, POX and Pyretic.
Networking
Libraries for networking programming.
asyncio - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
diesel 440 39 - Greenlet-based event I/O Framework for Python.
pulsar 2k 138 - Event-driven concurrent framework for Python.
pyzmq - A Python wrapper for the ZeroMQ message library.
Twisted - An event-driven networking engine.
txZMQ 146 47 - Twisted based wrapper for the ZeroMQ message library.
NAPALM 626 170 - Cross-vendor API to manipulate network devices.
News Feed
Libraries for building user's activities.
django-activity-stream 1k 395 - Generating generic activity streams from the actions on your site.
Stream-Framework 3k 398 - Building newsfeed and notification systems using Cassandra and Redis.
ORM
Libraries that implement Object-Relational Mapping or data mapping techniques.
Relational Databases
Django Models - A part of Django.
SQLAlchemy - The Python SQL Toolkit and Object Relational Mapper.
Orator - The Orator ORM provides a simple yet beautiful ActiveRecord implementation.
Peewee 5k 1k - A small, expressive ORM.
PonyORM - ORM that provides a generator-oriented interface to SQL.
pyDAL 205 83 - A pure Python Database Abstraction Layer.
python-sql - Write SQL queries pythonically.
NoSQL Databases
Others
butterdb - A Python ORM for Google Drive Spreadsheets.
dataset 3k 207 - A JSON-based database.
Package Management
Libraries for package and dependency management.
pip - The Python package and dependency manager.
conda 2k 610 - Cross-platform, Python-agnostic binary package manager.
Curdling - Curdling is a command line tool for managing Python packages.
pip-tools 334 38 - A set of tools to keep your pinned Python dependencies fresh.
wheel - The new standard of Python distribution and are intended to replace eggs.
Package Repositories
Local PyPI repository server and proxies.
warehouse 2k 356 - Next generation Python Package Repository (PyPI).
bandersnatch - PyPI mirroring tool provided by Python Packaging Authority (PyPA).
devpi - PyPI server and packaging/testing/release tool.
localshop 5 1 - Local PyPI server (custom packages and auto-mirroring of pypi).
Permissions
Libraries that allow or deny users access to data or functionality.
Carteblanche 33 5 - Module to align code with thoughts of users and designers. Also magically handles navigation and permissions.
django-guardian 658 155 - Implementation of per object permissions for Django 1.2+
django-rules 492 47 - A tiny but powerful app providing object-level permissions to Django, without requiring a database.
Processes
Libraries for starting and communicating with OS processes.
delegator.py 583 35 - Subprocesses for Humans™ 2.0.
sarge - Yet another wrapper for subprocess.
sh 4k 380 - A full-fledged subprocess replacement for Python.
Queue
Libraries for working with event and task queues.
celery - An asynchronous task queue/job queue based on distributed message passing.
huey 2k 197 - Little multi-threaded task queue.
mrq 671 87 - Mr. Queue - A distributed worker task queue in Python using Redis & gevent.
rq - Simple job queues for Python.
simpleq 78 4 - A simple, infinitely scalable, Amazon SQS based queue.
Recommender Systems
Libraries for building recommender systems.
annoy 3k 376 - Approximate Nearest Neighbors in C++/Python optimized for memory usage.
fastFM 485 135 - A library for Factorization Machines.
implicit 344 93 - A fast Python implementation of collaborative filtering for implicit datasets.
libffm 517 195 - A library for Field-aware Factorization Machine (FFM).
LightFM 1k 257 - A Python implementation of a number of popular recommendation algorithms.
surprise - A scikit for building and analyzing recommender systems.
TensorRec 154 17 - A Recommendation Engine Framework in TensorFlow.
RESTful API
Libraries for developing RESTful APIs.
Django
Flask
eve 706 104 - REST API framework powered by Flask, MongoDB and good intentions.
flask-api-utils 35 3 - Taking care of API representation and authentication for Flask.
flask-api - Browsable Web APIs for Flask.
flask-restful 3k 625 - Quickly building REST APIs for Flask.
flask-restless 832 288 - Generating RESTful APIs for database models defined with SQLAlchemy.
Pyramid
cornice 33 9 - A RESTful framework for Pyramid.
Framework agnostic
falcon - A high-performance framework for building cloud APIs and web app backends.
hug 5k 334 - A Python3 framework for cleanly exposing APIs over HTTP and the Command Line with automatic documentation and validation.
restless 680 92 - Framework agnostic REST framework based on lessons learned from Tastypie.
ripozo 210 24 - Quickly creating REST/HATEOAS/Hypermedia APIs.
sandman 2k 134 - Automated REST APIs for existing database-driven systems.
apistar 791 71 - A smart Web API framework, designed for Python 3.
RPC Servers
RPC-compatible servers.
Science
Libraries for scientific computing.
astropy - A community Python library for Astronomy.
bcbio-nextgen 824 455 - Providing best-practice pipelines for fully automated high throughput sequencing analysis.
bccb 363 192 - Collection of useful code related to biological analysis.
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 - A colour science package 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.
Open Babel - A chemical toolbox designed to speak the many languages of chemical data.
ObsPy 402 338 - A Python toolbox for seismology.
PyDy - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.
PyMC 2k 656 - Markov Chain Monte Carlo sampling toolkit.
RDKit - Cheminformatics and Machine Learning Software.
SciPy - A Python-based ecosystem of open-source software for mathematics, science, and engineering.
statsmodels 2k 1k - Statistical modeling and econometrics in Python.
SymPy 5k 3k - A Python library for symbolic mathematics.
Zipline 7k 2k - A Pythonic algorithmic trading library.
SimPy - A process-based discrete-event simulation framework.
Search
Libraries and software for indexing and performing search queries on data.
Serialization
Libraries for serializing complex data types
marshmallow 2k 302 - marshmallow is an ORM/ODM/framework-agnostic library for converting complex datatypes, such as objects, to and from native Python datatypes.
Serverless Frameworks
Frameworks for developing serverless Python code.
apex 6k 471 - Build, deploy, and manage AWS Lambda functions with ease.
python-lambda 543 94 - A toolkit for developing and deploying Python code in AWS Lambda.
Zappa 6k 707 - A tool for deploying WSGI applications on AWS Lambda and API Gateway.
Specific Formats Processing
Libraries for parsing and manipulating specific text formats.
General
tablib 3k 463 - A module for Tabular Datasets in XLS, CSV, JSON, YAML.
Office
Marmir 138 19 - Takes Python data structures and turns them into spreadsheets.
openpyxl - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
pyexcel 283 58 - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.
python-docx 867 326 - Reads, queries and modifies Microsoft Word 2007/2008 docx files.
python-pptx 457 145 - Python library for creating and updating PowerPoint (.pptx) files.
relatorio - Templating OpenDocument files.
unoconv 1k 293 - 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 681 236 / xlrd 1k 279 - Writing and reading data and formatting information from Excel files.
PDF
PDFMiner 907 204 - A tool for extracting information from PDF documents.
PyPDF2 1k 447 - A library capable of splitting, merging and transforming PDF pages.
ReportLab - Allowing Rapid creation of rich PDF documents.
Markdown
Mistune 1k 135 - Fastest and full featured pure Python parsers of Markdown.
Python-Markdown 1k 357 - A Python implementation of John Gruber’s Markdown.
YAML
PyYAML - YAML implementations for Python.
CSV
csvkit 1k 157 - Utilities for converting to and working with CSV.
Archive
unp 187 7 - A command line tool that can unpack archives easily.
Static Site Generator
Static site generator is a software that takes some text + templates as input and produces HTML files on the output.
Cactus - Static site generator for designers.
Hyde - Jinja2-based static web site generator.
Lektor - An easy to use static CMS and blog engine.
Nikola - A static website and blog generator.
Pelican - Uses Markdown or ReST for content and Jinja 2 for themes. Supports DVCS, Disqus. AGPL.
Tinkerer - Tinkerer is a blogging engine/.static website generator powered by Sphinx.
Tagging
Libraries for tagging items.
Template Engine
Libraries and tools for templating and lexing.
Genshi - Python templating toolkit for generation of web-aware output.
Jinja2 1k 325 - A modern and designer friendly templating language.
Mako - Hyperfast and lightweight templating for the Python platform.
Testing
Libraries for testing codebases and generating test data.
Testing Frameworks
hypothesis 1k 131 - Hypothesis is an advanced Quickcheck style property based testing library.
mamba - The definitive testing tool for Python. Born under the banner of BDD.
nose 1k 383 - A nicer unittest for Python.
nose2 385 104 - The successor to nose, based on unittest2.
pytest - A mature full-featured Python testing tool.
Robot Framework 2k 653 - A generic test automation framework.
unittest - (Python standard library) Unit testing framework.
Test Runners
green 555 68 - A clean, colorful test runner.
tox - Auto builds and tests distributions in multiple Python versions
GUI / Web Testing
locust 6k 913 - Scalable user load testing tool written in Python.
PyAutoGUI 86 11 - PyAutoGUI is a cross-platform GUI automation Python module for human beings.
Selenium - Python bindings for Selenium WebDriver.
sixpack 1k 175 - A language-agnostic A/B Testing framework.
splinter 2k 377 - Open source tool for testing web applications.
Mock
doublex - Powerful test doubles framework for Python.
freezegun 1k 121 - Travel through time by mocking the datetime module.
httmock 308 38 - A mocking library for requests for Python 2.6+ and 3.2+.
httpretty 1k 219 - HTTP request mock tool for Python.
mock - (Python standard library) A mocking and patching library.
Mocket 79 12 - Socket Mock Framework plus HTTP[S]/asyncio/gevent mocking library with recording/replaying capability.
responses 790 115 - A utility library for mocking out the requests Python library.
VCR.py 937 154 - Record and replay HTTP interactions on your tests.
Object Factories
factory_boy 309 57 - A test fixtures replacement for Python.
mixer 433 61 - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc.
model_mommy 747 177 - Creating random fixtures for testing in Django.
Code Coverage
Fake Data
mimesis 694 90 - is a Python library that help you generate fake data.
fake2db 2k 106 - Fake database generator.
faker 6k 866 - A Python package that generates fake data.
radar - Generate random datetime / time.
Error Handler
FuckIt.py 1k 53 - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not.
Text Processing
Libraries for parsing and manipulating plain texts.
General
chardet 829 141 - Python 2/3 compatible character encoding detector.
difflib - (Python standard library) Helpers for computing deltas.
ftfy 2k 78 - Makes Unicode text less broken and more consistent automagically.
fuzzywuzzy 3k 404 - Fuzzy String Matching.
Levenshtein 84 24 - Fast computation of Levenshtein distance and string similarity.
pangu.py 67 11 - Spacing texts for CJK and alphanumerics.
pyfiglet 359 61 - An implementation of figlet written in Python.
pypinyin 841 162 - Convert Chinese hanzi to pinyin.
shortuuid 94 6 - A generator library for concise, unambiguous and URL-safe UUIDs.
unidecode - ASCII transliterations of Unicode text.
uniout 51 6 - Print readable chars instead of the escaped string.
xpinyin 457 125 - A library to translate Chinese hanzi (漢字) to pinyin (拼音).
Slugify
awesome-slugify 156 11 - A Python slugify library that can preserve unicode.
python-slugify 388 58 - A Python slugify library that translates unicode to ASCII.
unicode-slugify 150 24 - A slugifier that generates unicode slugs with Django as a dependency.
Parser
phonenumbers 2k 261 - Parsing, formatting, storing and validating international phone numbers.
PLY - Implementation of lex and yacc parsing tools for Python
Pygments - A generic syntax highlighter.
pyparsing - A general purpose framework for generating parsers.
python-nameparser 211 38 - Parsing human names into their individual components.
python-user-agents 515 115 - Browser user agent parser.
sqlparse 1k 255 - A non-validating SQL parser.
Third-party APIs
Libraries for accessing third party services APIs. See: List of Python API Wrappers and Libraries 36 5 .
apache-libcloud - One Python library for all clouds.
boto3 3k 571 - Python interface to Amazon Web Services.
django-wordpress - WordPress models and views for Django.
facebook-sdk 583 298 - Facebook Platform Python SDK.
facepy 659 198 - Facepy makes it really easy to interact with Facebook's Graph API
gmail 1k 140 - A Pythonic interface for Gmail.
google-api-python-client 2k 994 - Google APIs Client Library for Python.
gspread 3k 477 - Google Spreadsheets Python API.
twython 1k 383 - A Python wrapper for the Twitter API.
URL Manipulation
Libraries for parsing URLs.
furl 1k 83 - A small Python library that makes parsing and manipulating URLs easy.
purl 202 27 - A simple, immutable URL class with a clean API for interrogation and manipulation.
pyshorteners 168 30 - A pure Python URL shortening lib.
short_url 91 22 - Python implementation for generating Tiny URL and bit.ly-like URLs.
webargs 512 77 - A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, and Pyramid.
Video
Libraries for manipulating video and GIFs.
moviepy - A module for script-based movie editing with many formats, including animated GIFs.
scikit-video 13 1 - Video processing routines for SciPy.
WSGI Servers
WSGI-compatible web servers.
bjoern - Asynchronous, very fast and written in C.
fapws3 - Asynchronous (network side only), written in C.
gunicorn - Pre-forked, partly written in C.
meinheld - Asynchronous, partly written in C.
netius 74 9 - Asynchronous, very fast.
paste - Multi-threaded, stable, tried and tested.
rocket - Multi-threaded.
uWSGI - A project aims at developing a full stack for building hosting services, written in C.
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 Content Extracting
Libraries for extracting web contents.
Haul 15 2 - An Extensible Image Crawler.
html2text 414 109 - Convert HTML to Markdown-formatted text.
lassie 371 25 - Web Content Retrieval for Humans.
micawber 369 56 - A small library for extracting rich content from URLs.
newspaper 5k 906 - News extraction, article extraction and content curation in Python.
opengraph 41 25 - A Python module to parse the Open Graph Protocol
python-goose 3k 691 - HTML Content/Article Extractor.
python-readability 1k 268 - Fast Python port of arc90's readability tool.
sanitize 3 0 - Bringing sanity to world of messed-up data.
sumy 1k 225 - A module for automatic summarization of text documents and HTML pages.
2k 258 - Extract text from any document, Word, PowerPoint, PDFs, etc.
toapi 1k 80 - Every web site provides APIs
Web Crawling
Libraries for scraping websites.
cola 1k 564 - A distributed crawling framework.
Demiurge 58 7 - PyQuery-based scraping micro-framework.
feedparser - Universal feed parser.
Grab - Site scraping framework.
MechanicalSoup 2k 116 - A Python library for automating interaction with websites.
portia 6k 957 - Visual scraping for Scrapy.
pyspider 10k 3k - A powerful spider system.
RoboBrowser 3k 237 - A simple, Pythonic library for browsing the web without a standalone web browser.
Scrapy - A fast high-level screen scraping and web crawling framework.
Web Frameworks
Full stack web frameworks.
Bottle - A fast, simple and lightweight WSGI micro web-framework.
Dash - Built on top of Flask, React and Plotly aimed at analytical web applications.
Django - The most popular web framework in Python.
Flask - A microframework for Python.
Pyramid - A small, fast, down-to-earth, open source Python web framework.
Sanic 8k 794 - Web server that's written to go fast.
Tornado - A Web framework and asynchronous networking library.
WebSocket
Libraries for working with WebSocket.
Services
Online tools and APIs to simplify development.
Continuous Integration
See: awesome-CIandCD .
CircleCI - A CI service that can run very fast parallel testing. (GitHub only)
Travis CI - A popular CI service for your open source and private projects. (GitHub only)
Vexor CI - A continuous integration tool for private apps with pay-per-minute billing model.
Wercker - A Docker-based platform for building and deploying applications and microservices.
Code Quality
Codacy - Automated Code Review to ship better code, faster.
Codecov - Code coverage dashboard.
CodeFactor - Automated Code Review for Git.
Landscape - Hosted continuous Python code metrics.
Resources
Where to discover new Python libraries.
Podcasts
Twitter
Websites
Weekly
Other Awesome Lists
List of lists.
Contributing
Your contributions are always welcome! Please take a look at the contribution guidelines first.
I will keep some pull requests open if I'm not sure whether those libraries are awesome, you could vote for them by adding 👍 to them. Pull requests will be merged when their votes reach 20 .
If you have any question about this opinionated list, do not hesitate to contact me @vinta on Twitter or open an issue on GitHub.