Data

Tools

Indexes

Applications

Experiments

Awesome

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

fucking-awesome-python

awesome-python with :octocat: :star: and :fork_and_knife:
https://github.com/trananhkma/fucking-awesome-python

Last synced: 1 day ago
JSON representation

  • Algorithms and Design Patterns

  • Admin Panels

    • :octocat: ajenti - :star: 7157 :fork_and_knife: 832 - The admin panel your servers deserve.
    • :octocat: django-jet - :star: 3445 :fork_and_knife: 786 - Modern responsive template for the Django admin interface with improved functionality.
    • :octocat: django-xadmin - :star: 4709 :fork_and_knife: 1428 - Drop-in replacement of Django admin comes with lots of goodies.
    • :octocat: flower - :star: 5764 :fork_and_knife: 1022 - Real-time monitor and web admin for Celery.
    • :octocat: jet-bridge - :star: 1415 :fork_and_knife: 136 - Admin panel framework for any application with nice UI (ex Jet Django)
    • :octocat: wooey - :star: 1973 :fork_and_knife: 187 - A Django app which creates automatic web UIs for Python scripts.
    • :earth_americas: django-grappelli - A jazzy skin for the Django Admin-Interface.
    • :earth_americas: django-suit - Alternative Django Admin-Interface (free only for Non-commercial use).
    • :octocat: flask-admin - :star: 5409 :fork_and_knife: 1548 - Simple and extensible administrative interface framework for Flask.

  • ASGI Servers

    • :octocat: daphne - :star: 2050 :fork_and_knife: 242 - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP.
    • :octocat: uvicorn - :star: 6752 :fork_and_knife: 596 - A lightning-fast ASGI server implementation, using uvloop and httptools.
    • ASGI - compatible web servers.*

  • Asynchronous Programming

  • Audio

    • :octocat: audioread - :star: 442 :fork_and_knife: 107 - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.
    • :octocat: dejavu - :star: 6081 :fork_and_knife: 1405 - Audio fingerprinting and recognition.
    • :octocat: kapre - :star: 892 :fork_and_knife: 146 - Keras Audio Preprocessors
    • :octocat: librosa - :star: 6052 :fork_and_knife: 888 - Python library for audio and music analysis
    • :octocat: matchering - :star: 994 :fork_and_knife: 132 - A library for automated reference audio mastering.
    • :earth_americas: mingus - An advanced music theory and notation package with MIDI file and playback support.
    • :octocat: pyAudioAnalysis - :star: 5352 :fork_and_knife: 1150 - Audio feature extraction, classification, segmentation and applications.
    • :octocat: pydub - :star: 7435 :fork_and_knife: 952 - Manipulate audio with a simple and easy high level interface.
    • :octocat: TimeSide - :star: 351 :fork_and_knife: 62 - Open web audio processing framework.
    • :octocat: beets - :star: 11754 :fork_and_knife: 1808 - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger.
    • :octocat: eyeD3 - :star: 481 :fork_and_knife: 58 - A tool for working with audio files, specifically MP3 files containing ID3 metadata.
    • :octocat: mutagen - :star: 1293 :fork_and_knife: 143 - A Python module to handle audio metadata.
    • :octocat: tinytag - :star: 607 :fork_and_knife: 100 - A library for reading music meta data of MP3, OGG, FLAC and Wave files.

  • Data Validation

    • :earth_americas: colander - Validating and deserializing data obtained via XML, JSON, an HTML form post.
    • :octocat: Cerberus - :star: 2995 :fork_and_knife: 237 - A lightweight and extensible data validation library.
    • :octocat: jsonschema - :star: 4186 :fork_and_knife: 563 - An implementation of [JSON Schema](http://json-schema.org/) for Python.
    • :octocat: schema - :star: 2762 :fork_and_knife: 197 - A library for validating Python data structures.
    • :octocat: Schematics - :star: 2560 :fork_and_knife: 291 - Data Structure Validation.
    • :octocat: valideer - :star: 262 :fork_and_knife: 24 - Lightweight extensible data validation and adaptation library.
    • :octocat: voluptuous - :star: 1773 :fork_and_knife: 208 - A Python data validation library.

  • Data Visualization

  • Third-party APIs

  • Build Tools

  • Built-in Classes Enhancement

    • :earth_americas: dataclasses - (Python standard library) Data classes.
    • :octocat: attrs - :star: 4826 :fork_and_knife: 343 - Replacement for `__init__`, `__eq__`, `__repr__`, etc. boilerplate in class definitions.
    • :octocat: bidict - :star: 1310 :fork_and_knife: 57 - Efficient, Pythonic bidirectional map data structures and related functionality..
    • :octocat: Box - :star: 2231 :fork_and_knife: 104 - Python dictionaries with advanced dot notation access.
    • :octocat: DottedDict - :star: 168 :fork_and_knife: 25 - A library that provides a method of accessing lists and dicts with a dotted path notation.

  • CMS

    • :earth_americas: django-cms - An Open source enterprise CMS based on the Django.
    • :earth_americas: plone - A CMS built on top of the open source application server Zope.
    • :octocat: feincms - :star: 870 :fork_and_knife: 229 - One of the most advanced Content Management Systems built on Django.
    • :octocat: indico - :star: 1502 :fork_and_knife: 371 - A feature-rich event management system, made @ [CERN](https://en.wikipedia.org/wiki/CERN).
    • :octocat: Kotti - :star: 401 :fork_and_knife: 116 - A high-level, Pythonic web application framework built on Pyramid.
    • :octocat: mezzanine - :star: 4637 :fork_and_knife: 1636 - A powerful, consistent, and flexible content management platform.
    • :earth_americas: wagtail - A Django content management system.

  • Caching

    • :earth_americas: HermesCache - Python caching library with tag-based invalidation and dogpile effect prevention.
    • :octocat: beaker - :star: 506 :fork_and_knife: 142 - A WSGI middleware for sessions and caching.
    • :octocat: django-cache-machine - :star: 859 :fork_and_knife: 162 - Automatic caching and invalidation for Django models.
    • :octocat: django-cacheops - :star: 1862 :fork_and_knife: 218 - A slick ORM cache with automatic granular event-driven invalidation.
    • :octocat: pylibmc - :star: 469 :fork_and_knife: 134 - A Python wrapper around the [libmemcached](https://libmemcached.org/libMemcached.html) interface.
    • :earth_americas: HermesCache - Python caching library with tag-based invalidation and dogpile effect prevention.

  • Code Analysis

  • Command-line Interface Development

  • Compatibility

  • Computer Vision

    • :earth_americas: OpenCV - Open Source Computer Vision Library.
    • :octocat: EasyOCR - :star: 18816 :fork_and_knife: 2669 - Ready-to-use OCR with 40+ languages supported.
    • :octocat: Face Recognition - :star: 48796 :fork_and_knife: 13016 - Simple facial recognition library.
    • :octocat: pytesseract - :star: 4944 :fork_and_knife: 661 - A wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr).
    • :octocat: SimpleCV - :star: 2616 :fork_and_knife: 814 - An open source framework for building computer vision applications.
    • :octocat: tesserocr - :star: 1813 :fork_and_knife: 251 - Another simple, Pillow-friendly, wrapper around the `tesseract-ocr` API for OCR.

  • Concurrency and Parallelism

  • Configuration

  • Cryptography

  • Data Analysis

    • :earth_americas: Pandas - A library providing high-performance, easy-to-use data structures and data analysis tools.
    • :octocat: AWS Data Wrangler - :star: 3526 :fork_and_knife: 624 - Pandas on AWS.
    • :octocat: Blaze - :star: 3154 :fork_and_knife: 390 - NumPy and Pandas interface to Big Data.
    • :octocat: Open Mining - :star: 1230 :fork_and_knife: 241 - Business Intelligence (BI) in Pandas interface.
    • :octocat: Optimus - :star: 1389 :fork_and_knife: 233 - Agile Data Science Workflows made easy with PySpark.
    • :earth_americas: Orange - Data mining, data visualization, analysis and machine learning through visual programming or scripts.

  • Database Drivers

  • Date and Time

    • :earth_americas: Arrow - A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps.
    • :earth_americas: pytz - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python.
    • :octocat: Chronyk - :star: 341 :fork_and_knife: 16 - A Python 3 library for parsing human-written times and dates.
    • :octocat: dateutil - :star: 2095 :fork_and_knife: 439 - Extensions to the standard Python [datetime](https://docs.python.org/3/library/datetime.html) module.
    • :octocat: delorean - :star: 1844 :fork_and_knife: 133 - A library for clearing up the inconvenient truths that arise dealing with datetimes.
    • :octocat: maya - :star: 3385 :fork_and_knife: 222 - Datetimes for Humans.
    • :octocat: moment - :star: 716 :fork_and_knife: 49 - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/).
    • :octocat: Pendulum - :star: 5519 :fork_and_knife: 336 - Python datetimes made easy.
    • :octocat: PyTime - :star: 151 :fork_and_knife: 26 - An easy-to-use Python module which aims to operate date/time/datetime by string.
    • :octocat: when.py - :star: 190 :fork_and_knife: 20 - Providing user-friendly functions to help perform common date and time actions.

  • Deep Learning

    • awesome-deep-learning
    • :octocat: caffe - :star: 33468 :fork_and_knife: 18994 - A fast open framework for deep learning..
    • :octocat: keras - :star: 58844 :fork_and_knife: 19379 - A high-level neural networks library and capable of running on top of either TensorFlow or Theano.
    • :octocat: mxnet - :star: 20486 :fork_and_knife: 6882 - A deep learning framework designed for both efficiency and flexibility.
    • :octocat: pytorch - :star: 68879 :fork_and_knife: 18847 - Tensors and Dynamic neural networks in Python with strong GPU acceleration.
    • :octocat: SerpentAI - :star: 6529 :fork_and_knife: 774 - Game agent framework. Use any video game as a deep learning sandbox.
    • :octocat: tensorflow - :star: 176201 :fork_and_knife: 88687 - The most popular Deep Learning framework created by Google.
    • :octocat: Theano - :star: 9756 :fork_and_knife: 2511 - A library for fast numerical computation.

  • DevOps Tools

    • :earth_americas: cloudinit - A multi-distribution package that handles early initialization of a cloud instance.
    • :earth_americas: OpenStack - Open source software for building private and public clouds.
    • :earth_americas: BorgBackup - A deduplicating archiver with compression and encryption.
    • :earth_americas: docker-compose - Fast, isolated development environments using [Docker](https://www.docker.com/).
    • :octocat: ansible - :star: 57982 :fork_and_knife: 23510 - A radically simple IT automation platform.
    • :octocat: pyinfra - :star: 2350 :fork_and_knife: 306 - A versatile CLI tools and python libraries to automate infrastructure.
    • :octocat: saltstack - :star: 13353 :fork_and_knife: 5440 - Infrastructure automation and management system.
    • :octocat: cuisine - :star: 1259 :fork_and_knife: 163 - Chef-like functionality for Fabric.
    • :octocat: fabric - :star: 14132 :fork_and_knife: 1927 - A simple, Pythonic tool for remote execution and deployment.
    • :octocat: fabtools - :star: 1256 :fork_and_knife: 210 - Tools for writing awesome Fabric files.
    • :octocat: honcho - :star: 1534 :fork_and_knife: 143 - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications.
    • :octocat: supervisor - :star: 7830 :fork_and_knife: 1219 - Supervisor process control system for UNIX.
    • :octocat: psutil - :star: 9402 :fork_and_knife: 1344 - A cross-platform process and system utilities module.

  • Distribution

    • :earth_americas: py2exe - Freezes Python scripts (Windows).
    • :octocat: dh-virtualenv - :star: 1571 :fork_and_knife: 191 - Build and distribute a virtualenv as a Debian package.
    • :octocat: pyarmor - :star: 2327 :fork_and_knife: 234 - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
    • :octocat: PyInstaller - :star: 10446 :fork_and_knife: 1892 - Converts Python programs into stand-alone executables (cross-platform).
    • :octocat: shiv - :star: 1609 :fork_and_knife: 85 - A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included.

  • GUI Development

    • :earth_americas: curses - Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal GUI applications.
    • :earth_americas: kivy - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.
    • :earth_americas: PyGObject - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3).
    • :earth_americas: PyQt - Python bindings for the [Qt](https://www.qt.io/) cross-platform application and UI framework.
    • :earth_americas: Tkinter - Tkinter is Python's de-facto standard GUI package.
    • :earth_americas: urwid - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
    • :earth_americas: wxPython - A blending of the wxWidgets C++ class library with the Python.
    • :octocat: Flexx - :star: 3139 :fork_and_knife: 262 - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering.
    • :octocat: Eel - :star: 5709 :fork_and_knife: 558 - A library for making simple Electron-like offline HTML/JS GUI apps.
    • :octocat: enaml - :star: 1486 :fork_and_knife: 132 - Creating beautiful user-interfaces with Declarative Syntax like QML.
    • :octocat: Gooey - :star: 17711 :fork_and_knife: 945 - Turn command line programs into a full GUI application with one line.
    • :octocat: pyglet - :star: 1529 :fork_and_knife: 268 - A cross-platform windowing and multimedia library for Python.
    • :octocat: PySimpleGUI - :star: 11811 :fork_and_knife: 1746 - Wrapper for tkinter, Qt, WxPython and Remi.
    • :octocat: Toga - :star: 3542 :fork_and_knife: 598 - A Python native, OS native GUI toolkit.
    • :earth_americas: urwid - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.

  • Downloader

    • :earth_americas: you-get - A YouTube/Youku/Niconico video downloader written in Python 3.
    • :octocat: s3cmd - :star: 4208 :fork_and_knife: 898 - A command line tool for managing Amazon S3 and CloudFront.
    • :octocat: s4cmd - :star: 1301 :fork_and_knife: 207 - Super S3 command line tool, good for higher performance.
    • :earth_americas: youtube-dl - A small command-line program to download videos from YouTube.

  • E-commerce

    • :earth_americas: shoop - An open source E-Commerce platform based on Django.
    • :octocat: alipay - :star: 325 :fork_and_knife: 98 - Unofficial Alipay API for Python.
    • :octocat: Cartridge - :star: 692 :fork_and_knife: 302 - A shopping cart app built using the Mezzanine.
    • :octocat: django-shop - :star: 3018 :fork_and_knife: 1019 - A Django based shop system.
    • :octocat: forex-python - :star: 586 :fork_and_knife: 176 - Foreign exchange rates, Bitcoin price index and currency conversion.
    • :octocat: merchant - :star: 1013 :fork_and_knife: 175 - A Django app to accept payments from various payment processors.
    • :octocat: money - :star: 224 :fork_and_knife: 30 - `Money` class with optional CLDR-backed locale-aware formatting and an extensible currency exchange.
    • :octocat: python-currencies - :star: 69 :fork_and_knife: 12 - Display money format and its filthy currencies.

  • Editor Plugins and IDEs

    • :earth_americas: Python - The official VSCode extension with rich support for Python.
    • :earth_americas: PyCharm - Commercial Python IDE by JetBrains. Has free community edition available.
    • :octocat: elpy - :star: 1848 :fork_and_knife: 255 - Emacs Python Development Environment.
    • :octocat: anaconda - :star: 2192 :fork_and_knife: 264 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE.
    • :octocat: SublimeJEDI - :star: 940 :fork_and_knife: 113 - A Sublime Text plugin to the awesome auto-complete library Jedi.
    • :octocat: jedi-vim - :star: 5185 :fork_and_knife: 377 - Vim bindings for the Jedi auto-completion library for Python.
    • :octocat: python-mode - :star: 5417 :fork_and_knife: 893 - An all in one plugin for turning Vim into a Python IDE.
    • :octocat: PTVS - :star: 2466 :fork_and_knife: 700 - Python Tools for Visual Studio.
    • :octocat: spyder - :star: 7681 :fork_and_knife: 1552 - Open Source Python IDE.
    • :octocat: YouCompleteMe - :star: 24841 :fork_and_knife: 2821 - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python.

  • Files

    • :earth_americas: mimetypes - (Python standard library) Map filenames to MIME types.
    • :earth_americas: pathlib - (Python standard library) An cross-platform, object-oriented path library.
    • :octocat: path.py - :star: 1057 :fork_and_knife: 141 - A module wrapper for [os.path](https://docs.python.org/3/library/os.path.html).
    • :octocat: PyFilesystem2 - :star: 1867 :fork_and_knife: 176 - Python's filesystem abstraction layer.
    • :octocat: python-magic - :star: 2361 :fork_and_knife: 264 - A Python interface to the libmagic file type identification library.
    • :octocat: Unipath - :star: 514 :fork_and_knife: 39 - An object-oriented approach to file/directory operations.
    • :octocat: watchdog - :star: 5886 :fork_and_knife: 680 - API and shell utilities to monitor file system events.

  • Foreign Function Interface

  • Game Development

  • Geolocation

  • HTML Manipulation

  • Hardware

    • :earth_americas: Pingo - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc.
    • :octocat: keyboard - :star: 3439 :fork_and_knife: 406 - Hook and simulate global keyboard events on Windows and Linux.
    • :octocat: mouse - :star: 776 :fork_and_knife: 123 - Hook and simulate global mouse events on Windows and Linux.
    • :earth_americas: Pingo - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc.
    • :octocat: PyUserInput - :star: 1066 :fork_and_knife: 248 - A module for cross-platform control of the mouse and keyboard.
    • :octocat: scapy - :star: 8986 :fork_and_knife: 1883 - A brilliant packet manipulation library.
    • :octocat: wifi - :star: 291 :fork_and_knife: 166 - A Python library and command line tool for working with WiFi on Linux.

  • Image Processing

    • :earth_americas: imgSeek - A project for searching a collection of images using visual similarity.
    • :earth_americas: scikit-image - A Python library for (scientific) image processing.
    • :octocat: hmap - :star: 203 :fork_and_knife: 24 - Image histogram remapping.
    • :octocat: nude.py - :star: 914 :fork_and_knife: 134 - Nudity detection.
    • :octocat: pagan - :star: 297 :fork_and_knife: 43 - Retro identicon (Avatar) generation based on input string and hash.
    • :octocat: pillow - :star: 10982 :fork_and_knife: 2076 - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork.
    • :octocat: python-barcode - :star: 474 :fork_and_knife: 113 - Create barcodes in Python with no extra dependencies.
    • :octocat: python-qrcode - :star: 3761 :fork_and_knife: 600 - A pure Python QR Code generator.
    • :octocat: pywal - :star: 7370 :fork_and_knife: 293 - A tool that generates color schemes from images.
    • :octocat: pyvips - :star: 525 :fork_and_knife: 48 - A fast image processing library with low memory needs.
    • :octocat: Quads - :star: 1145 :fork_and_knife: 146 - Computer art based on quadtrees.
    • :octocat: thumbor - :star: 9558 :fork_and_knife: 818 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.
    • :octocat: wand - :star: 1295 :fork_and_knife: 195 - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick.

  • Implementations

    • :earth_americas: Jython - Implementation of Python programming language written in Java for the JVM.
    • :earth_americas: Numba - Python JIT compiler to LLVM aimed at scientific Python.
    • :earth_americas: PyPy - A very fast and compliant implementation of the Python language.
    • :octocat: CLPython - :star: 356 :fork_and_knife: 36 - Implementation of the Python programming language written in Common Lisp.
    • :octocat: CPython - :star: 54512 :fork_and_knife: 27255 - **Default, most widely used implementation of the Python programming language written in C.**
    • :octocat: Grumpy - :star: 10579 :fork_and_knife: 673 - More compiler than interpreter as more powerful CPython2.7 replacement (alpha).
    • :octocat: IronPython - :star: 2168 :fork_and_knife: 261 - Implementation of the Python programming language written in C#.
    • :octocat: MicroPython - :star: 16880 :fork_and_knife: 6617 - A lean and efficient Python programming language implementation.
    • :octocat: PeachPy - :star: 1778 :fork_and_knife: 161 - x86-64 assembler embedded in Python.
    • :octocat: Pyjion - :star: 1579 :fork_and_knife: 132 - A JIT for Python based upon CoreCLR.
    • :octocat: Pyston - :star: 4923 :fork_and_knife: 304 - A Python implementation using JIT techniques.
    • :octocat: Stackless Python - :star: 940 :fork_and_knife: 61 - An enhanced version of the Python programming language.

  • Interactive Interpreter

    • :octocat: awesome-jupyter - :star: 3434 :fork_and_knife: 409
    • :octocat: bpython - :star: 2397 :fork_and_knife: 232 - A fancy interface to the Python interpreter.
    • :octocat: ptpython - :star: 4789 :fork_and_knife: 265 - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit).

  • Job Scheduler

    • :earth_americas: Airflow - Airflow is a platform to programmatically author, schedule and monitor workflows.
    • :earth_americas: TaskFlow - A Python library that helps to make task execution easy, consistent and reliable.
    • :octocat: django-schedule - :star: 826 :fork_and_knife: 287 - A calendaring app for Django.
    • :octocat: gunnery - :star: 753 :fork_and_knife: 77 - Multipurpose task execution tool for distributed systems with web-based interface.
    • :octocat: Plan - :star: 1170 :fork_and_knife: 96 - Writing crontab file in Python like a charm.
    • :octocat: Prefect - :star: 12331 :fork_and_knife: 1286 - A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.
    • :octocat: schedule - :star: 10929 :fork_and_knife: 935 - Python job scheduling for humans.
    • :octocat: Spiff - :star: 1459 :fork_and_knife: 301 - A powerful workflow engine implemented in pure Python.

  • Logging

  • Machine Learning

    • awesome-machine-learning
    • :octocat: gym - :star: 32370 :fork_and_knife: 8538 - A toolkit for developing and comparing reinforcement learning algorithms.
    • :octocat: H2O - :star: 6383 :fork_and_knife: 1984 - Open Source Fast Scalable Machine Learning Platform.
    • :octocat: Metrics - :star: 1594 :fork_and_knife: 453 - Machine learning evaluation metrics.
    • :octocat: NuPIC - :star: 6325 :fork_and_knife: 1583 - Numenta Platform for Intelligent Computing.
    • :earth_americas: scikit-learn - The most popular Python library for Machine Learning.
    • :octocat: vowpal_porpoise - :star: 164 :fork_and_knife: 30 - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/).
    • :octocat: xgboost - :star: 24378 :fork_and_knife: 8624 - A scalable, portable, and distributed gradient boosting library.
    • :octocat: MindsDB - :star: 17267 :fork_and_knife: 2206 - 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

  • Miscellaneous

    • :earth_americas: tryton - A general purpose business framework.
    • :octocat: blinker - :star: 1538 :fork_and_knife: 177 - A fast Python in-process signal/event dispatching system.
    • :octocat: boltons - :star: 6232 :fork_and_knife: 345 - A set of pure-Python utilities.
    • :octocat: itsdangerous - :star: 2700 :fork_and_knife: 219 - Various helpers to pass trusted data to untrusted environments.
    • :octocat: magenta - :star: 18574 :fork_and_knife: 3753 - A tool to generate music and art using artificial intelligence.
    • :octocat: pluginbase - :star: 1063 :fork_and_knife: 145 - A simple but flexible plugin system for Python.

  • Natural Language Processing

    • :earth_americas: spacy - A library for industrial-strength natural language processing in Python and Cython.
    • :earth_americas: nltk - A leading platform for building Python programs to work with human language data.
    • :octocat: gensim - :star: 14499 :fork_and_knife: 4369 - Topic Modeling for Humans.
    • :octocat: langid.py - :star: 2109 :fork_and_knife: 304 - Stand-alone language identification system.
    • :octocat: pattern - :star: 8519 :fork_and_knife: 1600 - A web mining module.
    • :octocat: polyglot - :star: 2188 :fork_and_knife: 332 - Natural language pipeline supporting hundreds of languages.
    • :octocat: pytext - :star: 6358 :fork_and_knife: 826 - A natural language modeling framework based on PyTorch.
    • :octocat: PyTorch-NLP - :star: 2186 :fork_and_knife: 260 - A toolkit enabling rapid deep learning NLP prototyping for research.
    • :octocat: Stanza - :star: 6699 :fork_and_knife: 858 - The Stanford NLP Group's official Python library, supporting 60+ languages.
    • :octocat: funNLP - :star: 52697 :fork_and_knife: 12982 - A collection of tools and datasets for Chinese NLP.
    • :octocat: jieba - :star: 30917 :fork_and_knife: 6699 - The most popular Chinese text segmentation library.
    • :octocat: pkuseg-python - :star: 6197 :fork_and_knife: 972 - A toolkit for Chinese word segmentation in various domains.
    • :octocat: snownlp - :star: 6131 :fork_and_knife: 1360 - A library for processing Chinese text.

  • ORM

    • :earth_americas: Django Models - The Django ORM.
    • :earth_americas: SQLAlchemy - The Python SQL Toolkit and Object Relational Mapper.
    • :octocat: awesome-sqlalchemy - :star: 2627 :fork_and_knife: 147
    • :octocat: dataset - :star: 4589 :fork_and_knife: 296 - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.
    • :octocat: orator - :star: 1405 :fork_and_knife: 168 - The Orator ORM provides a simple yet beautiful ActiveRecord implementation.
    • :octocat: orm - :star: 1737 :fork_and_knife: 99 - An async ORM.
    • :octocat: peewee - :star: 10193 :fork_and_knife: 1371 - A small, expressive ORM.
    • :octocat: pony - :star: 3270 :fork_and_knife: 237 - ORM that provides a generator-oriented interface to SQL.
    • :octocat: hot-redis - :star: 284 :fork_and_knife: 31 - Rich Python data types for Redis.
    • :octocat: mongoengine - :star: 4025 :fork_and_knife: 1223 - A Python Object-Document-Mapper for working with MongoDB.
    • :octocat: PynamoDB - :star: 2216 :fork_and_knife: 422 - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/).
    • :octocat: redisco - :star: 436 :fork_and_knife: 80 - A Python Library for Simple Models and Containers Persisted in Redis.
    • :octocat: pydal - :star: 456 :fork_and_knife: 135 - A pure Python Database Abstraction Layer.

  • Package Management

  • Processes

    • :earth_americas: sarge - Yet another wrapper for subprocess.
    • :octocat: delegator.py - :star: 1665 :fork_and_knife: 96 - [Subprocesses](https://docs.python.org/3/library/subprocess.html) for Humans 2.0.
    • :octocat: sh - :star: 6656 :fork_and_knife: 499 - A full-fledged subprocess replacement for Python.

  • Refactoring

  • RESTful API

    • :earth_americas: django-tastypie - Creating delicious APIs for Django apps.
    • :earth_americas: vibora - Fast, efficient and asynchronous Web framework inspired by Flask.
    • :earth_americas: django-tastypie - Creating delicious APIs for Django apps.
    • :octocat: eve - :star: 6618 :fork_and_knife: 756 - REST API framework powered by Flask, MongoDB and good intentions.
    • :octocat: flask-api - :star: 1383 :fork_and_knife: 185 - Browsable Web APIs for Flask.
    • :octocat: flask-restful - :star: 6625 :fork_and_knife: 1028 - Quickly building REST APIs for Flask.
    • :octocat: cornice - :star: 374 :fork_and_knife: 153 - A RESTful framework for Pyramid.
    • :octocat: apistar - :star: 5601 :fork_and_knife: 427 - A smart Web API framework, designed for Python 3.
    • :octocat: falcon - :star: 9190 :fork_and_knife: 917 - A high-performance framework for building cloud APIs and web app backends.
    • :octocat: fastapi - :star: 60384 :fork_and_knife: 5059 - A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints.
    • :octocat: hug - :star: 6729 :fork_and_knife: 388 - A Python 3 framework for cleanly exposing APIs.
    • :octocat: sandman2 - :star: 1953 :fork_and_knife: 216 - Automated REST APIs for existing database-driven systems.
    • :octocat: sanic - :star: 17185 :fork_and_knife: 1523 - A Python 3.6+ web server and web framework that's written to go fast.

  • Robotics

  • Science

  • Specific Formats Processing

    • :earth_americas: openpyxl - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
    • :octocat: tablib - :star: 4257 :fork_and_knife: 578 - A module for Tabular Datasets in XLS, CSV, JSON, YAML.
    • :octocat: docxtpl - :star: 1610 :fork_and_knife: 346 - Editing a docx document by jinja2 template
    • :octocat: pyexcel - :star: 1129 :fork_and_knife: 163 - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.
    • :octocat: python-docx - :star: 3688 :fork_and_knife: 979 - Reads, queries and modifies Microsoft Word 2007/2008 docx files.
    • :octocat: python-pptx - :star: 1835 :fork_and_knife: 434 - Python library for creating and updating PowerPoint (.pptx) files.
    • :octocat: unoconv - :star: 2428 :fork_and_knife: 404 - Convert between any document format supported by LibreOffice/OpenOffice.
    • :octocat: XlsxWriter - :star: 3286 :fork_and_knife: 612 - A Python module for creating Excel .xlsx files.
    • :octocat: xlwings - :star: 2638 :fork_and_knife: 472 - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.
    • :octocat: xlwt - excel/xlrd) - :star: 1025 :fork_and_knife: 295 - Writing and reading data and formatting information from Excel files.
    • :octocat: PDFMiner - :star: 5051 :fork_and_knife: 1135 - A tool for extracting information from PDF documents.
    • :octocat: PyPDF2 - :star: 5911 :fork_and_knife: 1236 - A library capable of splitting, merging and transforming PDF pages.
    • :octocat: Mistune - :star: 2296 :fork_and_knife: 237 - Fastest and full featured pure Python parsers of Markdown.
    • :octocat: Python-Markdown - :star: 3284 :fork_and_knife: 838 - A Python implementation of John Gruber’s Markdown.
    • :octocat: csvkit - :star: 5513 :fork_and_knife: 595 - Utilities for converting to and working with CSV.
    • :octocat: unp - :star: 407 :fork_and_knife: 57 - A command line tool that can unpack archives easily.
    • :earth_americas: ReportLab - Allowing Rapid creation of rich PDF documents.

  • Template Engine

    • :earth_americas: Genshi - Python templating toolkit for generation of web-aware output.
    • :octocat: Jinja2 - :star: 9369 :fork_and_knife: 1569 - A modern and designer friendly templating language.

  • Testing

    • :earth_americas: pytest - A mature full-featured Python testing tool.
    • :earth_americas: unittest - (Python standard library) Unit testing framework.
    • :earth_americas: mock - (Python standard library) A mocking and patching library.
    • :octocat: Schemathesis - :star: 1785 :fork_and_knife: 131 - A tool for automatic property-based testing of web applications built with Open API / Swagger specifications.
    • :octocat: hypothesis - :star: 6797 :fork_and_knife: 565 - Hypothesis is an advanced Quickcheck style property based testing library.
    • :octocat: nose2 - :star: 757 :fork_and_knife: 137 - The successor to `nose`, based on `unittest2.
    • :octocat: Robot Framework - :star: 8197 :fork_and_knife: 2148 - A generic test automation framework.
    • :octocat: green - :star: 770 :fork_and_knife: 80 - A clean, colorful test runner.
    • :octocat: locust - :star: 21719 :fork_and_knife: 2720 - Scalable user load testing tool written in Python.
    • :octocat: PyAutoGUI - :star: 8333 :fork_and_knife: 1086 - PyAutoGUI is a cross-platform GUI automation Python module for human beings.
    • :octocat: sixpack - :star: 1751 :fork_and_knife: 189 - A language-agnostic A/B Testing framework.
    • :octocat: splinter - :star: 2642 :fork_and_knife: 509 - Open source tool for testing web applications.
    • :octocat: freezegun - :star: 3730 :fork_and_knife: 254 - Travel through time by mocking the datetime module.
    • :octocat: httmock - :star: 457 :fork_and_knife: 55 - A mocking library for requests for Python 2.6+ and 3.2+.
    • :octocat: httpretty - :star: 2056 :fork_and_knife: 268 - HTTP request mock tool for Python.
    • :octocat: mocket - :star: 264 :fork_and_knife: 41 - A socket mock framework with gevent/asyncio/SSL support.
    • :octocat: responses - :star: 3909 :fork_and_knife: 331 - A utility library for mocking out the requests Python library.
    • :octocat: VCR.py - :star: 2438 :fork_and_knife: 340 - Record and replay HTTP interactions on your tests.
    • :octocat: factory_boy - :star: 3149 :fork_and_knife: 378 - A test fixtures replacement for Python.
    • :octocat: mixer - :star: 907 :fork_and_knife: 95 - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc.
    • :octocat: fake2db - :star: 2189 :fork_and_knife: 120 - Fake database generator.
    • :octocat: faker - :star: 16029 :fork_and_knife: 1789 - A Python package that generates fake data.
    • :octocat: mimesis - :star: 4005 :fork_and_knife: 312 - is a Python library that help you generate fake data.
    • :earth_americas: Selenium - Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver.
    • :earth_americas: doublex - Powerful test doubles framework for Python.
    • :earth_americas: coverage - Code coverage measurement.
    • :earth_americas: radar - Generate random datetime / time.

  • Web Frameworks

  • Text Processing

  • Web Asset Management

  • Web Crawling

  • WSGI Servers

    • :earth_americas: uWSGI - A project aims at developing a full stack for building hosting services, written in C.
    • :octocat: bjoern - :star: 2923 :fork_and_knife: 190 - Asynchronous, very fast and written in C.
    • :octocat: gunicorn - :star: 9027 :fork_and_knife: 1665 - Pre-forked, partly written in C.
    • :octocat: waitress - :star: 1273 :fork_and_knife: 159 - Multi-threaded, powers Pyramid.
    • :octocat: werkzeug - :star: 6400 :fork_and_knife: 1714 - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.

  • Books

  • Websites

  • Newsletters

  • Podcasts

  • Debugging Tools

    • :octocat: flask-debugtoolbar - :star: 876 :fork_and_knife: 131 - A port of the django-debug-toolbar to flask.
    • :octocat: ipdb - :star: 1726 :fork_and_knife: 147 - IPython-enabled [pdb](https://docs.python.org/3/library/pdb.html).
    • :octocat: pudb - :star: 2706 :fork_and_knife: 217 - A full-screen, console-based Python debugger.
    • :octocat: wdb - :star: 1565 :fork_and_knife: 117 - An improbable web debugger through WebSockets.
    • :octocat: lptrace - :star: 691 :fork_and_knife: 42 - [strace](http://man7.org/linux/man-pages/man1/strace.1.html) for Python programs.
    • :octocat: manhole - :star: 342 :fork_and_knife: 21 - Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt.
    • :octocat: pyringe - :star: 1638 :fork_and_knife: 81 - Debugger capable of attaching to and injecting code into Python processes.
    • :octocat: python-hunter - :star: 739 :fork_and_knife: 43 - A flexible code tracing toolkit.
    • :octocat: line_profiler - :star: 3600 :fork_and_knife: 258 - Line-by-line profiling.
    • :octocat: memory_profiler - :star: 81 :fork_and_knife: 13 - Monitor Memory usage of Python code.
    • :octocat: profiling - :star: 2972 :fork_and_knife: 121 - An interactive Python profiler.
    • :octocat: py-spy - :star: 10589 :fork_and_knife: 376 - A sampling profiler for Python programs. Written in Rust.
    • :octocat: vprof - :star: 3926 :fork_and_knife: 170 - Visual Python profiler.
    • :octocat: django-debug-toolbar - :star: 7564 :fork_and_knife: 1020 - Display various debug information for Django.
    • :octocat: django-devserver - :star: 1274 :fork_and_knife: 167 - A drop-in replacement for Django's runserver.
    • :octocat: icecream - :star: 6848 :fork_and_knife: 143 - Inspect variables, expressions, and program execution with a single, simple function call.
    • :octocat: pyelftools - :star: 1701 :fork_and_knife: 486 - Parsing and analyzing ELF files and DWARF debugging information.
    • :octocat: pyflame - :star: 2973 :fork_and_knife: 240 - A ptracing profiler For Python.
    • :octocat: pdb++ - :star: 1128 :fork_and_knife: 64 - Another drop-in replacement for pdb.

  • Recommender Systems

    • :octocat: libffm - :star: 1577 :fork_and_knife: 464 - A library for Field-aware Factorization Machine (FFM).
    • :octocat: annoy - :star: 11607 :fork_and_knife: 1109 - Approximate Nearest Neighbors in C++/Python optimized for memory usage.
    • :octocat: fastFM - :star: 1039 :fork_and_knife: 206 - A library for Factorization Machines.
    • :octocat: implicit - :star: 3220 :fork_and_knife: 601 - A fast Python implementation of collaborative filtering for implicit datasets.
    • :octocat: lightfm - :star: 4383 :fork_and_knife: 673 - A Python implementation of a number of popular recommendation algorithms.
    • :octocat: spotlight - :star: 2881 :fork_and_knife: 419 - Deep recommender models using PyTorch.
    • :octocat: Surprise - :star: 5874 :fork_and_knife: 987 - A scikit for building and analyzing recommender systems.
    • :octocat: tensorrec - :star: 1236 :fork_and_knife: 224 - A Recommendation Engine Framework in TensorFlow.

  • Internationalization

    • :earth_americas: Babel - An internationalization library for Python.
    • :octocat: PyICU - :star: 130 :fork_and_knife: 50 - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)).

  • Command-line Tools

    • :octocat: copier - :star: 1147 :fork_and_knife: 128 - A library and command-line utility for rendering projects templates.
    • :octocat: cookiecutter - :star: 19920 :fork_and_knife: 1862 - A command-line utility that creates projects from cookiecutters (project templates).
    • :octocat: doitlive - :star: 3306 :fork_and_knife: 100 - A tool for live presentations in the terminal.
    • :octocat: howdoi - :star: 10134 :fork_and_knife: 866 - Instant coding answers via the command line.
    • :octocat: Invoke - :star: 4012 :fork_and_knife: 352 - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.
    • :octocat: PathPicker - :star: 4931 :fork_and_knife: 311 - Select files out of bash output.
    • :octocat: percol - :star: 3206 :fork_and_knife: 148 - Adds flavor of interactive selection to the traditional pipe concept on UNIX.
    • :octocat: thefuck - :star: 78474 :fork_and_knife: 3386 - Correcting your previous console command.
    • :octocat: try - :star: 680 :fork_and_knife: 41 - A dead simple CLI to try out python packages - it's never been easier.
    • :octocat: httpie - :star: 28467 :fork_and_knife: 3789 - A command line HTTP client, a user-friendly cURL replacement.
    • :octocat: iredis - :star: 2319 :fork_and_knife: 93 - Redis CLI with autocompletion and syntax highlighting.
    • :octocat: kube-shell - :star: 2306 :fork_and_knife: 176 - An integrated shell for working with the Kubernetes CLI.
    • :octocat: litecli - :star: 1851 :fork_and_knife: 65 - SQLite CLI with autocompletion and syntax highlighting.
    • :octocat: mycli - :star: 10970 :fork_and_knife: 650 - MySQL CLI with autocompletion and syntax highlighting.
    • :octocat: pgcli - :star: 11172 :fork_and_knife: 518 - PostgreSQL CLI with autocompletion and syntax highlighting.
    • :octocat: saws - :star: 5148 :fork_and_knife: 287 - A Supercharged [aws-cli](https://github.com/aws/aws-cli).
    • :octocat: tmuxp - :star: 3727 :fork_and_knife: 228 - A [tmux](https://github.com/tmux/tmux) session manager.

  • GraphQL

  • Authentication

    • :octocat: authlib - :star: 3841 :fork_and_knife: 377 - JavaScript Object Signing and Encryption draft implementation.
    • :octocat: django-allauth - :star: 8066 :fork_and_knife: 2819 - Authentication app for Django that "just works."
    • :octocat: django-oauth-toolkit - :star: 2855 :fork_and_knife: 751 - OAuth 2 goodies for Django.
    • :octocat: oauthlib - :star: 2609 :fork_and_knife: 488 - A generic and thorough implementation of the OAuth request-signing logic.
    • :octocat: python-oauth2 - :star: 2982 :fork_and_knife: 1046 - A fully tested, abstract interface to creating OAuth clients and servers.
    • :octocat: python-social-auth - :star: 2834 :fork_and_knife: 1121 - An easy-to-setup social authentication mechanism.
    • :octocat: pyjwt - :star: 4633 :fork_and_knife: 637 - JSON Web Token implementation in Python.
    • :octocat: python-jwt - :star: 213 :fork_and_knife: 27 - A module for generating and verifying JSON Web Tokens.

  • Database

    • :octocat: pickleDB - :star: 795 :fork_and_knife: 123 - A simple and lightweight key-value store for Python.
    • :octocat: tinydb - :star: 5967 :fork_and_knife: 510 - A tiny, document-oriented database.
    • :octocat: ZODB - :star: 614 :fork_and_knife: 87 - A native object database for Python. A key-value and object graph database.

  • Distributed Computing

    • :octocat: dask - :star: 11203 :fork_and_knife: 1633 - A flexible parallel computing library for analytic computing.
    • :octocat: luigi - :star: 16648 :fork_and_knife: 2376 - A module that helps you build complex pipelines of batch jobs.
    • :octocat: mrjob - :star: 2604 :fork_and_knife: 606 - Run MapReduce jobs on Hadoop or Amazon Web Services.
    • :earth_americas: PySpark - [Apache Spark](https://spark.apache.org/) Python API.
    • :octocat: faust - :star: 6572 :fork_and_knife: 551 - A stream processing library, porting the ideas from [Kafka Streams](https://kafka.apache.org/documentation/streams/) to Python.
    • :octocat: streamparse - :star: 1482 :fork_and_knife: 220 - Run Python code against real-time streams of data via [Apache Storm](http://storm.apache.org/).
    • :octocat: Ray - :star: 26613 :fork_and_knife: 4606 - A system for parallel and distributed Python that unifies the machine learning ecosystem.

  • Documentation

    • :octocat: sphinx - :star: 5521 :fork_and_knife: 1947 - Python Documentation generator.
    • :octocat: awesome-sphinxdoc - :star: 872 :fork_and_knife: 70
    • :octocat: pdoc - :star: 1588 :fork_and_knife: 177 - Epydoc replacement to auto generate API documentation for Python libraries.
    • :octocat: pycco - :star: 827 :fork_and_knife: 148 - The literate-programming-style documentation generator.

  • Email

    • :octocat: modoboa - :star: 2609 :fork_and_knife: 353 - A mail hosting and management platform including a modern Web UI.
    • :octocat: salmon - :star: 608 :fork_and_knife: 62 - A Python Mail Server.
    • :octocat: imbox - :star: 1143 :fork_and_knife: 185 - Python IMAP for Humans.
    • :octocat: yagmail - :star: 2501 :fork_and_knife: 270 - Yet another Gmail/SMTP client.
    • :octocat: flanker - :star: 1598 :fork_and_knife: 204 - An email address and Mime parsing library.
    • :octocat: mailer - :star: 263 :fork_and_knife: 61 - High-performance extensible mail delivery framework.

  • Environment Management

    • :octocat: pyenv - :star: 32557 :fork_and_knife: 2819 - Simple Python version management.
    • :octocat: virtualenv - :star: 4501 :fork_and_knife: 1014 - A tool to create isolated Python environments.

  • Forms

  • Functional Programming

    • :octocat: Coconut - :star: 3767 :fork_and_knife: 112 - A variant of Python built for simple, elegant, Pythonic functional programming.
    • :octocat: fn.py - :star: 3301 :fork_and_knife: 200 - Functional programming in Python: implementation of missing features to enjoy FP.
    • :octocat: funcy - :star: 3104 :fork_and_knife: 141 - A fancy and practical functional tools.
    • :octocat: returns - :star: 2827 :fork_and_knife: 98 - A set of type-safe monads, transformers, and composition utilities.
    • :octocat: Toolz - :star: 4280 :fork_and_knife: 251 - A collection of functional utilities for iterators, functions, and dictionaries.
    • :octocat: CyToolz - :star: 927 :fork_and_knife: 67 - Cython implementation of `Toolz`: High performance functional utilities.

  • HTTP Clients

    • :octocat: grequests - :star: 4272 :fork_and_knife: 334 - requests + gevent for asynchronous HTTP requests.
    • :octocat: httplib2 - :star: 469 :fork_and_knife: 196 - Comprehensive HTTP client library.
    • :octocat: httpx - :star: 10783 :fork_and_knife: 709 - A next generation HTTP client for Python.
    • :octocat: requests - :star: 49914 :fork_and_knife: 9140 - HTTP Requests for Humans.
    • :octocat: treq - :star: 556 :fork_and_knife: 142 - Python requests like API built on top of Twisted's HTTP client.
    • :octocat: urllib3 - :star: 3447 :fork_and_knife: 1080 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.

  • Network Virtualization

    • :octocat: mininet - :star: 4864 :fork_and_knife: 1717 - A popular network emulator and API written in Python.
    • :octocat: napalm - :star: 2081 :fork_and_knife: 545 - Cross-vendor API to manipulate network devices.
    • :octocat: pox - :star: 602 :fork_and_knife: 465 - A Python-based SDN control applications, such as OpenFlow SDN controllers.

  • News Feed

  • Package Repositories

    • :octocat: devpi - :star: 720 :fork_and_knife: 122 - PyPI server and packaging/testing/release tool.
    • :octocat: warehouse - :star: 3312 :fork_and_knife: 963 - Next generation Python Package Repository (PyPI).
    • :octocat: localshop - :star: 391 :fork_and_knife: 114 - Local PyPI server (custom packages and auto-mirroring of pypi).
    • :octocat: bandersnatch - :star: 374 :fork_and_knife: 142 - PyPI mirroring tool provided by Python Packaging Authority (PyPA).

  • Penetration Testing

    • :octocat: fsociety - :star: 8686 :fork_and_knife: 1847 - A Penetration testing framework.
    • :octocat: setoolkit - :star: 9097 :fork_and_knife: 2533 - A toolkit for social engineering.
    • :octocat: sqlmap - :star: 27518 :fork_and_knife: 5332 - Automatic SQL injection and database takeover tool.

  • Permissions

    • :octocat: django-guardian - :star: 3400 :fork_and_knife: 554 - Implementation of per object permissions for Django 1.2+
    • :octocat: django-rules - :star: 1642 :fork_and_knife: 135 - A tiny but powerful app providing object-level permissions to Django, without requiring a database.

  • RPC Servers

    • :octocat: zeroRPC - :star: 3086 :fork_and_knife: 388 - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/).

  • Serialization

    • :octocat: marshmallow - :star: 6602 :fork_and_knife: 628 - A lightweight library for converting complex objects to and from simple Python datatypes.
    • :octocat: pysimdjson - :star: 592 :fork_and_knife: 49 - A Python bindings for [simdjson](https://github.com/lemire/simdjson).
    • :octocat: python-rapidjson - :star: 481 :fork_and_knife: 43 - A Python wrapper around [RapidJSON](https://github.com/Tencent/rapidjson).

  • Serverless Frameworks

    • :octocat: python-lambda - :star: 1442 :fork_and_knife: 232 - A toolkit for developing and deploying Python code in AWS Lambda.
    • :octocat: Zappa - :star: 11901 :fork_and_knife: 1253 - A tool for deploying WSGI applications on AWS Lambda and API Gateway.

  • Static Site Generator

    • :octocat: lektor - :star: 3682 :fork_and_knife: 314 - An easy to use static CMS and blog engine.
    • :octocat: mkdocs - :star: 16735 :fork_and_knife: 2276 - Markdown friendly documentation generator.
    • :octocat: makesite - :star: 1725 :fork_and_knife: 285 - Simple, lightweight, and magic-free static site/blog generator (< 130 lines).
    • :octocat: nikola - :star: 2460 :fork_and_knife: 444 - A static website and blog generator.
    • :octocat: pelican - :star: 11660 :fork_and_knife: 1820 - Static site generator that supports Markdown and reST syntax.

  • Tagging

  • Task Queues

    • :octocat: daramatiq - :star: 3651 :fork_and_knife: 258 - A fast and reliable background task processing library for Python 3.
    • :octocat: huey - :star: 4540 :fork_and_knife: 365 - Little multi-threaded task queue.
    • :octocat: mrq - :star: 874 :fork_and_knife: 121 - A distributed worker task queue in Python using Redis & gevent.
    • :octocat: rq - :star: 9004 :fork_and_knife: 1360 - Simple job queues for Python.

  • URL Manipulation

    • :octocat: furl - :star: 2480 :fork_and_knife: 151 - A small Python library that makes parsing and manipulating URLs easy.
    • :octocat: purl - :star: 291 :fork_and_knife: 38 - A simple, immutable URL class with a clean API for interrogation and manipulation.
    • :octocat: pyshorteners - :star: 364 :fork_and_knife: 65 - A pure Python URL shortening lib.
    • :octocat: webargs - :star: 1336 :fork_and_knife: 157 - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks.

  • Video

    • :earth_americas: moviepy - A module for script-based movie editing with many formats, including animated GIFs.
    • :octocat: scikit-video - :star: 124 :fork_and_knife: 22 - Video processing routines for SciPy.
    • :octocat: vidgear - :star: 2848 :fork_and_knife: 224 - Most Powerful multi-threaded Video Processing framework.

  • Web Content Extracting

    • :octocat: html2text - :star: 1433 :fork_and_knife: 242 - Convert HTML to Markdown-formatted text.
    • :octocat: lassie - :star: 586 :fork_and_knife: 49 - Web Content Retrieval for Humans.
    • :octocat: micawber - :star: 603 :fork_and_knife: 91 - A small library for extracting rich content from URLs.
    • :octocat: newspaper - :star: 12934 :fork_and_knife: 2051 - News extraction, article extraction and content curation in Python.
    • :octocat: python-readability - :star: 2308 :fork_and_knife: 345 - Fast Python port of arc90's readability tool.
    • :octocat: requests-html - :star: 13230 :fork_and_knife: 965 - Pythonic HTML Parsing for Humans.
    • :octocat: sumy - :star: 3203 :fork_and_knife: 512 - A module for automatic summarization of text documents and HTML pages.
    • :octocat: textract - :star: 3574 :fork_and_knife: 535 - Extract text from any document, Word, PowerPoint, PDFs, etc.
    • :octocat: toapi - :star: 3394 :fork_and_knife: 247 - Every web site provides APIs.

  • WebSocket

    • :octocat: autobahn-python - :star: 2429 :fork_and_knife: 770 - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html).
    • :octocat: channels - :star: 5657 :fork_and_knife: 783 - Developer-friendly asynchrony for Django.
    • :octocat: websockets - :star: 4620 :fork_and_knife: 493 - A library for building WebSocket servers and clients with a focus on correctness and simplicity.
Programming Languages
Python 415 C++ 8 C 5 HTML 3 Rust 2 Emacs Lisp 1 JavaScript 1 C# 1 OCaml 1 Common Lisp 1
Categories
Testing 27 Text Processing 21 Code Analysis 20 Debugging Tools 19 Command-line Tools 17 Specific Formats Processing 17 Database Drivers 16 Science 15 GUI Development 15 Audio 13 Command-line Interface Development 13 DevOps Tools 13 ORM 13 Natural Language Processing 13 RESTful API 13 Data Visualization 13 Image Processing 13 Implementations 12 Websites 11 HTML Manipulation 10 Date and Time 10 Editor Plugins and IDEs 10 Admin Panels 9 Machine Learning 9 Web Content Extracting 9 Authentication 8 E-commerce 8 Job Scheduler 8 Web Frameworks 8 Recommender Systems 8 Algorithms and Design Patterns 8 Deep Learning 8 Third-party APIs 8 Podcasts 7 Game Development 7 Web Crawling 7 CMS 7 Distributed Computing 7 Web Asset Management 7 Hardware 7 Data Validation 7 Files 7 Microsoft Windows 6 HTTP Clients 6 Functional Programming 6 Forms 6 Miscellaneous 6 Caching 6 Data Analysis 6 Computer Vision 6 Concurrency and Parallelism 6 Search 6 Email 6 Geolocation 6 Distribution 5 Built-in Classes Enhancement 5 Configuration 5 Static Site Generator 5 Package Management 5 WSGI Servers 5 Logging 5 Build Tools 5 Foreign Function Interface 5 Package Repositories 4 Documentation 4 Cryptography 4 Task Queues 4 Asynchronous Programming 4 URL Manipulation 4 Downloader 4 Video 3 Robotics 3 Newsletters 3 Penetration Testing 3 ASGI Servers 3 WebSocket 3 Processes 3 Serialization 3 Database 3 Compatibility 3 Network Virtualization 3 Interactive Interpreter 3 Refactoring 2 Serverless Frameworks 2 Internationalization 2 Template Engine 2 News Feed 2 Permissions 2 Environment Management 2 GraphQL 1 RPC Servers 1 Tagging 1 Books 1
Sub Categories
Keywords
python 255 machine-learning 21 python3 20 django 18 http 16 testing 13 database 11 deep-learning 11 cli 11 awesome-list 11 awesome 11 flask 8 pypi 8 python-library 8 data-science 8 web 7 redis 7 audio 6 music 6 linux 6 debugging 6 library 6 api 6 framework 6 json 6 asyncio 6 orm 5 python-3 5 sqlalchemy 5 rest 5 recommender-system 5 requests 5 terminal 5 linter 5 pandas 5 automation 5 pytorch 5 aws 4 validation 4 javascript 4 natural-language-processing 4 mongodb 4 administration 4 http-server 4 async 4 pallets 4 tensorflow 4 python2 4 email 4 mock 4