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awesome-python

一些Python相关的框架、代码、资源、库的集合
https://github.com/wyfish/awesome-python

Last synced: about 3 hours ago
JSON representation

  • Admin Panels

    • ajenti - The admin panel your servers deserve.
    • django-jet - Modern responsive template for the Django admin interface with improved functionality.
    • django-xadmin - Drop-in replacement of Django admin comes with lots of goodies.
    • flower - Real-time monitor and web admin for Celery.
    • wooey - A Django app which creates automatic web UIs for Python scripts.
    • django-grappelli - A jazzy skin for the Django Admin-Interface.
    • django-suit - Alternative Django Admin-Interface (free only for Non-commercial use).
    • flask-admin - Simple and extensible administrative interface framework for Flask.

  • Algorithms and Design Patterns

    • algorithms - Minimal examples of data structures and algorithms in Python.
    • PyPattyrn - A simple yet effective library for implementing common design patterns.
    • python-patterns - A collection of design patterns in Python.
    • sortedcontainers - Fast, pure-Python implementation of SortedList, SortedDict, and SortedSet types.

  • Audio

    • audioread - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.
    • dejavu - Audio fingerprinting and recognition.
    • mingus - An advanced music theory and notation package with MIDI file and playback support.
    • pyAudioAnalysis - Audio feature extraction, classification, segmentation and applications.
    • pydub - Manipulate audio with a simple and easy high level interface.
    • TimeSide - Open web audio processing framework.
    • beets - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger.
    • eyeD3 - A tool for working with audio files, specifically MP3 files containing ID3 metadata.
    • mutagen - A Python module to handle audio metadata.
    • tinytag - A library for reading music meta data of MP3, OGG, FLAC and Wave files.

  • Authentication

    • authlib - JavaScript Object Signing and Encryption draft implementation.
    • django-allauth - Authentication app for Django that "just works."
    • django-oauth-toolkit - OAuth 2 goodies for Django.
    • oauthlib - A generic and thorough implementation of the OAuth request-signing logic.
    • python-oauth2 - A fully tested, abstract interface to creating OAuth clients and servers.
    • python-social-auth - An easy-to-setup social authentication mechanism.
    • pyjwt - JSON Web Token implementation in Python.
    • python-jwt - A module for generating and verifying JSON Web Tokens.

  • Build Tools

    • buildout - A build system for creating, assembling and deploying applications from multiple parts.
    • PlatformIO - A console tool to build code with different development platforms.
    • pybuilder - A continuous build tool written in pure Python.
    • BitBake - A make-like build tool for embedded Linux.
    • SCons - A software construction tool.
    • buildout - A build system for creating, assembling and deploying applications from multiple parts.

  • Built-in Classes Enhancement

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

  • CMS

    • 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.
    • wagtail - A Django content management system.
    • quokka - Flexible, extensible, small CMS powered by Flask and MongoDB.
    • django-cms - An Open source enterprise CMS based on the Django.
    • plone - A CMS built on top of the open source application server Zope.

  • Caching

    • beaker - A WSGI middleware for sessions and caching.
    • django-cache-machine - Automatic caching and invalidation for Django models.
    • django-cacheops - A slick ORM cache with automatic granular event-driven invalidation.
    • pylibmc - A Python wrapper around the [libmemcached](https://libmemcached.org/libMemcached.html) interface.
    • HermesCache - Python caching library with tag-based invalidation and dogpile effect prevention.
    • HermesCache - Python caching library with tag-based invalidation and dogpile effect prevention.
    • python-diskcache - SQLite and file backed cache backend with faster lookups than memcached and redis.

  • Code Analysis

    • awesome-static-analysis
    • code2flow - Turn your Python and JavaScript code into DOT flowcharts.
    • prospector - A tool to analyse Python code.
    • pycallgraph - A library that visualises the flow (call graph) of your Python application.
    • pylama - A code audit tool for Python and JavaScript.
    • black - The uncompromising Python code formatter.
    • yapf - Yet another Python code formatter from Google.
    • pyre-check - Performant type checking.
    • MonkeyType - A system for Python that generates static type annotations by collecting runtime types
    • pylint - A fully customizable source code analyzer.
    • coala - Language independent and easily extendable code analysis application.
    • flake8 - A wrapper around `pycodestyle`, `pyflakes` and McCabe.

  • Command-line Interface Development

    • clint - Python Command-line Application Tools.
    • docopt - Pythonic command line arguments parser.
    • python-fire - A library for creating command line interfaces from absolutely any Python object.
    • python-prompt-toolkit - A library for building powerful interactive command lines.
    • asciimatics - A package to create full-screen text UIs (from interactive forms to ASCII animations).
    • bashplotlib - Making basic plots in the terminal.
    • tqdm - Fast, extensible progress bar for loops and CLI.
    • docopt - Pythonic command line arguments parser.
    • colorama - Cross-platform colored terminal text.
    • cement - CLI Application Framework for Python.
    • cliff - A framework for creating command-line programs with multi-level commands.
    • colorama - Cross-platform colored terminal text.

  • Command-line Tools

    • cookiecutter - A command-line utility that creates projects from cookiecutters (project templates).
    • doitlive - A tool for live presentations in the terminal.
    • howdoi - Instant coding answers via the command line.
    • PathPicker - Select files out of bash output.
    • percol - Adds flavor of interactive selection to the traditional pipe concept on UNIX.
    • thefuck - Correcting your previous console command.
    • try - A dead simple CLI to try out python packages - it's never been easier.
    • httpie - A command line HTTP client, a user-friendly cURL replacement.
    • kube-shell - An integrated shell for working with the Kubernetes CLI.
    • mycli - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.
    • pgcli - Postgres CLI with autocompletion and syntax highlighting.
    • saws - A Supercharged [aws-cli](https://github.com/aws/aws-cli).
    • tmuxp - A [tmux](https://github.com/tmux/tmux) session manager.

  • Compatibility

    • python-modernize - Modernizes Python code for eventual Python 3 migration.
    • six - Python 2 and 3 compatibility utilities.
    • python-future - The missing compatibility layer between Python 2 and Python 3.
    • six - Python 2 and 3 compatibility utilities.

  • Computer Vision

    • pytesseract - Another wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr).
    • SimpleCV - An open source framework for building computer vision applications.
    • OpenCV - Open Source Computer Vision Library.
    • SimpleCV - An open source framework for building computer vision applications.

  • Concurrency and Parallelism

    • eventlet - Asynchronous framework with WSGI support.
    • uvloop - Ultra fast implementation of `asyncio` event loop on top of `libuv`.
    • scoop - Scalable Concurrent Operations in Python.
    • concurrent.futures - (Python standard library) A high-level interface for asynchronously executing callables.
    • multiprocessing - (Python standard library) Process-based parallelism.
    • eventlet - Asynchronous framework with WSGI support.
    • gevent - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet).

  • Configuration

    • configobj - INI file parser with validation.
    • python-decouple - Strict separation of settings from code.
    • configparser - (Python standard library) INI file parser.
    • profig - Config from multiple formats with value conversion.

  • Cryptography

    • paramiko - The leading native Python SSHv2 protocol library.
    • pynacl - Python binding to the Networking and Cryptography (NaCl) library.
    • cryptography - A package designed to expose cryptographic primitives and recipes to Python developers.
    • passlib - Secure password storage/hashing library, very high level.

  • Data Analysis

    • Blaze - NumPy and Pandas interface to Big Data.
    • Open Mining - Business Intelligence (BI) in Pandas interface.
    • Orange - Data mining, data visualization, analysis and machine learning through visual programming or scripts.
    • Optimus - Agile Data Science Workflows made easy with PySpark.
    • Pandas - A library providing high-performance, easy-to-use data structures and data analysis tools.

  • Data Validation

    • Cerberus - A lightweight and extensible data validation library.
    • jsonschema - An implementation of [JSON Schema](http://json-schema.org/) for Python.
    • schema - A library for validating Python data structures.
    • Schematics - Data Structure Validation.
    • valideer - Lightweight extensible data validation and adaptation library.
    • voluptuous - A Python data validation library.
    • colander - Validating and deserializing data obtained via XML, JSON, an HTML form post.

  • Data Visualization

    • Altair - Declarative statistical visualization library for Python.
    • Bokeh - Interactive Web Plotting for Python.
    • awesome-dash
    • ggplot - Same API as ggplot2 for R.
    • Seaborn - Statistical data visualization using Matplotlib.
    • VisPy - High-performance scientific visualization based on OpenGL.
    • awesome-javascript
    • PyGraphviz - Python interface to [Graphviz](http://www.graphviz.org/).
    • Matplotlib - A Python 2D plotting library.
    • Pygal - A Python SVG Charts Creator.
    • PyGraphviz - Python interface to [Graphviz](http://www.graphviz.org/).

  • Database

    • pickleDB - A simple and lightweight key-value store for Python.
    • tinydb - A tiny, document-oriented database.
    • ZODB - A native object database for Python. A key-value and object graph database.

  • Database Drivers

    • awesome-mysql
    • PyMySQL - A pure Python MySQL driver compatible to mysql-python.
    • queries - A wrapper of the psycopg2 library for interacting with PostgreSQL.
    • pymssql - A simple database interface to Microsoft SQL Server.
    • cassandra-driver - The Python Driver for Apache Cassandra.
    • kafka-python - The Python client for Apache Kafka.
    • pymongo - The official Python client for MongoDB.
    • redis-py - The Python client for Redis.
    • motor - The async Python driver for MongoDB.
    • Telephus - Twisted based client for Cassandra.
    • txpostgres - Twisted based asynchronous driver for PostgreSQL.
    • txRedis - Twisted based client for Redis.
    • awesome-postgres
    • psycopg2 - The most popular PostgreSQL adapter for Python.
    • pymssql - A simple database interface to Microsoft SQL Server.
    • py2neo - Python wrapper client for Neo4j's restful interface.
    • mysqlclient - MySQL connector with Python 3 support ([mysql-python](https://sourceforge.net/projects/mysql-python/) fork).
    • happybase - A developer-friendly library for Apache HBase.

  • Date and Time

    • Chronyk - A Python 3 library for parsing human-written times and dates.
    • dateutil - Extensions to the standard Python [datetime](https://docs.python.org/3/library/datetime.html) module.
    • delorean - A library for clearing up the inconvenient truths that arise dealing with datetimes.
    • moment - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/).
    • Pendulum - Python datetimes made easy.
    • PyTime - A easy-use Python module which aims to operate date/time/datetime by string.
    • when.py - Providing user-friendly functions to help perform common date and time actions.
    • maya - Datetimes for Humans.
    • pytz - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python.

  • Debugging Tools

    • ipdb - IPython-enabled [pdb](https://docs.python.org/3/library/pdb.html).
    • pudb - A full-screen, console-based Python debugger.
    • wdb - An improbable web debugger through WebSockets.
    • lptrace - [strace](http://man7.org/linux/man-pages/man1/strace.1.html) for Python programs.
    • manhole - Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt.
    • pyringe - Debugger capable of attaching to and injecting code into Python processes.
    • python-hunter - A flexible code tracing toolkit.
    • line_profiler - Line-by-line profiling.
    • memory_profiler - Monitor Memory usage of Python code.
    • profiling - An interactive Python profiler.
    • py-spy - A sampling profiler for Python programs. Written in Rust.
    • vprof - Visual Python profiler.
    • icecream - Inspect variables, expressions, and program execution with a single, simple function call.
    • django-debug-toolbar - Display various debug information for Django.
    • django-devserver - A drop-in replacement for Django's runserver.
    • pyelftools - Parsing and analyzing ELF files and DWARF debugging information.
    • pdb++ - Another drop-in replacement for pdb.
    • pyflame - A ptracing profiler For Python.
    • flask-debugtoolbar - A port of the django-debug-toolbar to flask.

  • Deep Learning

    • caffe - A fast open framework for deep learning..
    • keras - A high-level neural networks library and capable of running on top of either TensorFlow or Theano.
    • mxnet - A deep learning framework designed for both efficiency and flexibility.
    • pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration.
    • SerpentAI - Game agent framework. Use any video game as a deep learning sandbox.
    • tensorflow - The most popular Deep Learning framework created by Google.
    • Theano - A library for fast numerical computation.
    • awesome-deep-learning

  • DevOps Tools

    • ansible - A radically simple IT automation platform.
    • cuisine - Chef-like functionality for Fabric.
    • fabric - A simple, Pythonic tool for remote execution and deployment.
    • fabtools - Tools for writing awesome Fabric files.
    • honcho - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications.
    • pexpect - Controlling interactive programs in a pseudo-terminal like GNU expect.
    • psutil - A cross-platform process and system utilities module.
    • saltstack - Infrastructure automation and management system.
    • supervisor - Supervisor process control system for UNIX.
    • cloudinit - A multi-distribution package that handles early initialization of a cloud instance.
    • docker-compose - Fast, isolated development environments using [Docker](https://www.docker.com/).
    • OpenStack - Open source software for building private and public clouds.

  • Distributed Computing

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

  • Distribution

    • dh-virtualenv - Build and distribute a virtualenv as a Debian package.
    • PyInstaller - Converts Python programs into stand-alone executables (cross-platform).
    • py2exe - Freezes Python scripts (Windows).
    • Nuitka - Compile scripts, modules, packages to an executable or extension module.

  • Documentation

    • sphinx - Python Documentation generator.
    • awesome-sphinxdoc
    • pdoc - Epydoc replacement to auto generate API documentation for Python libraries.
    • pycco - The literate-programming-style documentation generator.

  • Downloader

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

  • E-commerce

    • alipay - Unofficial Alipay API for Python.
    • Cartridge - A shopping cart app built using the Mezzanine.
    • django-shop - A Django based shop system.
    • merchant - A Django app to accept payments from various payment processors.
    • money - `Money` class with optional CLDR-backed locale-aware formatting and an extensible currency exchange.
    • python-currencies - Display money format and its filthy currencies.
    • forex-python - Foreign exchange rates, Bitcoin price index and currency conversion.
    • shoop - An open source E-Commerce platform based on Django.

  • Editor Plugins and IDEs

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

  • Email

    • envelopes - Mailing for human beings.
    • flanker - A email address and Mime parsing library.
    • imbox - Python IMAP for Humans.
    • lamson - Pythonic SMTP Application Server.
    • Marrow Mailer - High-performance extensible mail delivery framework.
    • modoboa - A mail hosting and management platform including a modern and simplified Web UI.
    • Nylas Sync Engine - Providing a RESTful API on top of a powerful email sync platform.
    • yagmail - Yet another Gmail/SMTP client.
    • inbox.py - Python SMTP Server for Humans.

  • Environment Management

    • pyenv - Simple Python version management.
    • pipenv - Python Development Workflow for Humans.
    • virtualenv - A tool to create isolated Python environments.

  • Files

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

  • Forms

    • Deform - Python HTML form generation library influenced by the formish form generation library.
    • django-bootstrap3 - Bootstrap 3 integration with Django.
    • django-bootstrap4 - Bootstrap 4 integration with Django.
    • django-crispy-forms - A Django app which lets you create beautiful forms in a very elegant and DRY way.
    • django-remote-forms - A platform independent Django form serializer.
    • WTForms - A flexible forms validation and rendering library.

  • Functional Programming

    • Coconut - Coconut is a variant of Python built for simple, elegant, Pythonic functional programming.
    • fn.py - Functional programming in Python: implementation of missing features to enjoy FP.
    • funcy - A fancy and practical functional tools.
    • Toolz - A collection of functional utilities for iterators, functions, and dictionaries.
    • Coconut - Coconut is a variant of Python built for simple, elegant, Pythonic functional programming.
    • CyToolz - Cython implementation of Toolz: High performance functional utilities.

  • GUI Development

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

  • Game Development

    • Pygame - Pygame is a set of Python modules designed for writing games.
    • Cocos2d - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications.
    • Panda3D - 3D game engine developed by Disney.
    • Pygame - Pygame is a set of Python modules designed for writing games.
    • RenPy - A Visual Novel engine.

  • Geolocation

    • django-countries - A Django app that provides a country field for models and forms.
    • GeoIP - Python API for MaxMind GeoIP Legacy Database.
    • geopy - Python Geocoding Toolbox.
    • pygeoip - Pure Python GeoIP API.
    • GeoDjango - A world-class geographic web framework.
    • geojson - Python bindings and utilities for GeoJSON.

  • HTML Manipulation

    • bleach - A whitelist-based HTML sanitization and text linkification library.
    • html5lib - A standards-compliant library for parsing and serializing HTML documents and fragments.
    • MarkupSafe - Implements a XML/HTML/XHTML Markup safe string for Python.
    • pyquery - A jQuery-like library for parsing HTML.
    • untangle - Converts XML documents to Python objects for easy access.
    • xmltodict - Working with XML feel like you are working with JSON.
    • BeautifulSoup - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
    • cssutils - A CSS library for Python.
    • xmldataset - Simple XML Parsing.
    • cssutils - A CSS library for Python.

  • HTTP Clients

    • grequests - requests + gevent for asynchronous HTTP requests.
    • httplib2 - Comprehensive HTTP client library.
    • treq - Python requests like API built on top of Twisted's HTTP client.
    • urllib3 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.

  • Hardware

    • keyboard - Hook and simulate global keyboard events on Windows and Linux.
    • mouse - Hook and simulate global mouse events on Windows and Linux.
    • Pingo - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc.
    • PyUserInput - A module for cross-platform control of the mouse and keyboard.
    • scapy - A brilliant packet manipulation library.
    • wifi - A Python library and command line tool for working with WiFi on Linux.
    • Pingo - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc.
    • ino - Command line toolkit for working with [Arduino](https://www.arduino.cc/).

  • Image Processing

    • hmap - Image histogram remapping.
    • nude.py - Nudity detection.
    • pagan - Retro identicon (Avatar) generation based on input string and hash.
    • pillow - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork.
    • python-qrcode - A pure Python QR Code generator.
    • Quads - Computer art based on quadtrees.
    • thumbor - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.
    • imgSeek - A project for searching a collection of images using visual similarity.
    • pyBarcode - Create barcodes in Python without needing PIL.
    • pygram - Instagram-like image filters.
    • wand - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick.

  • Implementations

    • CPython - **Default, most widely used implementation of the Python programming language written in C.**
    • CLPython - Implementation of the Python programming language written in Common Lisp.
    • Grumpy - More compiler than interpreter as more powerful CPython2.7 replacement (alpha).
    • IronPython - Implementation of the Python programming language written in C#.
    • MicroPython - A lean and efficient Python programming language implementation.
    • PeachPy - x86-64 assembler embedded in Python.
    • Pyjion - A JIT for Python based upon CoreCLR.
    • Pyston - A Python implementation using JIT techniques.
    • Stackless Python - An enhanced version of the Python programming language.
    • Jython - Implementation of Python programming language written in Java for the JVM.
    • Numba - Python JIT compiler to LLVM aimed at scientific Python.
    • PyPy - A very fast and compliant implementation of the Python language.
    • Jython - Implementation of Python programming language written in Java for the JVM.

  • Interactive Interpreter

    • bpython - A fancy interface to the Python interpreter.
    • ptpython - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit).
    • awesome-jupyter

  • Internationalization

    • PyICU - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)).

  • Job Scheduler

    • django-schedule - A calendaring app for Django.
    • gunnery - Multipurpose task execution tool for distributed systems with web-based interface.
    • Plan - Writing crontab file in Python like a charm.
    • schedule - Python job scheduling for humans.
    • Spiff - A powerful workflow engine implemented in pure Python.
    • Airflow - Airflow is a platform to programmatically author, schedule and monitor workflows.

  • Logging

    • Eliot - Logging for complex & distributed systems.
    • raven - Python client for Sentry, a log/error tracking, crash reporting and aggregation platform for web applications.
    • logging - (Python standard library) Logging facility for Python.

  • Machine Learning

    • H2O - Open Source Fast Scalable Machine Learning Platform.
    • Metrics - Machine learning evaluation metrics.
    • NuPIC - Numenta Platform for Intelligent Computing.
    • scikit-learn - The most popular Python library for Machine Learning.
    • vowpal_porpoise - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/).
    • xgboost - A scalable, portable, and distributed gradient boosting library.
    • awesome-machine-learning

  • Microsoft Windows

    • Python(x,y) - Scientific-applications-oriented Python Distribution based on Qt and Spyder.
    • PythonNet - Python Integration with the .NET Common Language Runtime (CLR).
    • PyWin32 - Python Extensions for Windows.
    • WinPython - Portable development environment for Windows 7/8.
    • Python(x,y) - Scientific-applications-oriented Python Distribution based on Qt and Spyder.
    • pythonlibs - Unofficial Windows binaries for Python extension packages.

  • Miscellaneous

    • blinker - A fast Python in-process signal/event dispatching system.
    • boltons - A set of pure-Python utilities.
    • itsdangerous - Various helpers to pass trusted data to untrusted environments.
    • pluginbase - A simple but flexible plugin system for Python.
    • tryton - A general purpose business framework.

  • Natural Language Processing

    • gensim - Topic Modelling for Humans.
    • langid.py - Stand-alone language identification system.
    • pattern - A web mining module for the Python.
    • polyglot - Natural language pipeline supporting hundreds of languages.
    • pytext - A natural language modeling framework based on PyTorch.
    • PyTorch-NLP - A toolkit enabling rapid deep learning NLP prototyping for research.
    • stanfordnlp - The Stanford NLP Group's official Python library, supporting 50+ languages.
    • jieba - The most popular Chinese text segmentation library.
    • pkuseg-python - A toolkit for Chinese word segmentation in various domains.
    • snownlp - A library for processing Chinese text.
    • funNLP - A collection of tools and datasets for Chinese NLP.
    • spacy - A library for industrial-strength natural language processing in Python and Cython.

  • Network Virtualization

    • mininet - A popular network emulator and API written in Python.
    • pox - A Python-based SDN control applications, such as OpenFlow SDN controllers.

  • Networking

    • pulsar - Event-driven concurrent framework for Python.
    • pyzmq - A Python wrapper for the ZeroMQ message library.
    • napalm - Cross-vendor API to manipulate network devices.
    • asyncio - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
    • awesome-asyncio
    • Twisted - An event-driven networking engine.

  • News Feed

  • ORM

    • dataset - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.
    • orator - The Orator ORM provides a simple yet beautiful ActiveRecord implementation.
    • peewee - A small, expressive ORM.
    • pony - ORM that provides a generator-oriented interface to SQL.
    • hot-redis - Rich Python data types for Redis.
    • mongoengine - A Python Object-Document-Mapper for working with MongoDB.
    • PynamoDB - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/).
    • redisco - A Python Library for Simple Models and Containers Persisted in Redis.
    • Django Models - A part of Django.
    • SQLAlchemy - The Python SQL Toolkit and Object Relational Mapper.
    • awesome-sqlalchemy
    • pydal - A pure Python Database Abstraction Layer.

  • Package Management

    • pip-tools - A set of tools to keep your pinned Python dependencies fresh.
    • conda - Cross-platform, Python-agnostic binary package manager.
    • pip - The Python package and dependency manager.
    • PyPI

  • Package Repositories

    • warehouse - Next generation Python Package Repository (PyPI).
    • devpi - PyPI server and packaging/testing/release tool.
    • bandersnatch - PyPI mirroring tool provided by Python Packaging Authority (PyPA).
    • localshop - Local PyPI server (custom packages and auto-mirroring of pypi).

  • Permissions

    • django-guardian - Implementation of per object permissions for Django 1.2+
    • django-rules - A tiny but powerful app providing object-level permissions to Django, without requiring a database.

  • Processes

    • sh - A full-fledged subprocess replacement for Python.
    • sarge - Yet another wrapper for subprocess.
    • delegator.py - [Subprocesses](https://docs.python.org/3.6/library/subprocess.html) for Humans™ 2.0.

  • Queue

    • huey - Little multi-threaded task queue.
    • mrq - Mr. Queue - A distributed worker task queue in Python using Redis & gevent.
    • rq - Simple job queues for Python.

  • Recommender Systems

    • annoy - Approximate Nearest Neighbors in C++/Python optimized for memory usage.
    • fastFM - A library for Factorization Machines.
    • implicit - A fast Python implementation of collaborative filtering for implicit datasets.
    • lightfm - A Python implementation of a number of popular recommendation algorithms.
    • spotlight - Deep recommender models using PyTorch.
    • Surprise - A scikit for building and analyzing recommender systems.
    • tensorrec - A Recommendation Engine Framework in TensorFlow.

  • RESTful API

    • django-tastypie - Creating delicious APIs for Django apps.
    • eve - REST API framework powered by Flask, MongoDB and good intentions.
    • flask-api-utils - Taking care of API representation and authentication for Flask.
    • flask-restful - Quickly building REST APIs for Flask.
    • flask-restless - Generating RESTful APIs for database models defined with SQLAlchemy.
    • cornice - A RESTful framework for Pyramid.
    • apistar - A smart Web API framework, designed for Python 3.
    • hug - A Python 3 framework for cleanly exposing APIs.
    • restless - Framework agnostic REST framework based on lessons learned from Tastypie.
    • ripozo - Quickly creating REST/HATEOAS/Hypermedia APIs.
    • sandman - Automated REST APIs for existing database-driven systems.
    • django-tastypie - Creating delicious APIs for Django apps.
    • flask-api - Browsable Web APIs for Flask.
    • falcon - A high-performance framework for building cloud APIs and web app backends.
    • django-rest-framework - A powerful and flexible toolkit to build web APIs.

  • Robotics

    • PythonRobotics - This is a compilation of various robotics algorithms with visualizations.
    • rospy - This is a library for ROS (Robot Operating System).
    • rospy - This is a library for ROS (Robot Operating System).

  • RPC Servers

    • zeroRPC - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/).
    • SimpleXMLRPCServer - (Python standard library) Simple XML-RPC server implementation, single-threaded.

  • Science

    • Python-for-Scientists
    • bcbio-nextgen - Providing best-practice pipelines for fully automated high throughput sequencing analysis.
    • bccb - Collection of useful code related to biological analysis.
    • PyMC - Markov Chain Monte Carlo sampling toolkit.
    • SciPy - A Python-based ecosystem of open-source software for mathematics, science, and engineering.
    • statsmodels - Statistical modeling and econometrics in Python.
    • SymPy - A Python library for symbolic mathematics.
    • Zipline - A Pythonic algorithmic trading library.
    • PyDy - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.
    • RDKit - Cheminformatics and Machine Learning Software.
    • SimPy - A process-based discrete-event simulation framework.
    • NumPy - A fundamental package for scientific computing with Python.
    • Open Babel - A chemical toolbox designed to speak the many languages of chemical data.
    • ObsPy - A Python toolbox for seismology.
    • elasticsearch-dsl-py - The official high-level Python client for Elasticsearch.
    • django-haystack - Modular search for Django.
    • pysolr - A lightweight Python wrapper for [Apache Solr](https://lucene.apache.org/solr/).
    • elasticsearch-py - The official low-level Python client for [Elasticsearch](https://www.elastic.co/products/elasticsearch).

  • Serialization

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

  • Serverless Frameworks

    • python-lambda - A toolkit for developing and deploying Python code in AWS Lambda.
    • Zappa - A tool for deploying WSGI applications on AWS Lambda and API Gateway.

  • Specific Formats Processing

    • tablib - A module for Tabular Datasets in XLS, CSV, JSON, YAML.
    • pyexcel - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.
    • python-docx - Reads, queries and modifies Microsoft Word 2007/2008 docx files.
    • python-pptx - Python library for creating and updating PowerPoint (.pptx) files.
    • unoconv - Convert between any document format supported by LibreOffice/OpenOffice.
    • XlsxWriter - A Python module for creating Excel .xlsx files.
    • xlwings - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.
    • xlwt - excel/xlrd) - Writing and reading data and formatting information from Excel files.
    • PDFMiner - A tool for extracting information from PDF documents.
    • PyPDF2 - A library capable of splitting, merging and transforming PDF pages.
    • Mistune - Fastest and full featured pure Python parsers of Markdown.
    • Python-Markdown - A Python implementation of John Gruber’s Markdown.
    • csvkit - Utilities for converting to and working with CSV.
    • unp - A command line tool that can unpack archives easily.
    • openpyxl - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
    • ReportLab - Allowing Rapid creation of rich PDF documents.

  • Static Site Generator

    • mkdocs - Markdown friendly documentation generator.
    • pelican - Static site generator that supports Markdown and reST syntax.
    • lektor - An easy to use static CMS and blog engine.
    • nikola - A static website and blog generator.

  • Tagging

  • Template Engine

    • Jinja2 - A modern and designer friendly templating language.
    • Genshi - Python templating toolkit for generation of web-aware output.

  • Testing

    • hypothesis - Hypothesis is an advanced Quickcheck style property based testing library.
    • nose2 - The successor to `nose`, based on `unittest2.
    • Robot Framework - A generic test automation framework.
    • green - A clean, colorful test runner.
    • locust - Scalable user load testing tool written in Python.
    • PyAutoGUI - PyAutoGUI is a cross-platform GUI automation Python module for human beings.
    • sixpack - A language-agnostic A/B Testing framework.
    • splinter - Open source tool for testing web applications.
    • freezegun - Travel through time by mocking the datetime module.
    • httmock - A mocking library for requests for Python 2.6+ and 3.2+.
    • httpretty - HTTP request mock tool for Python.
    • mocket - A socket mock framework with gevent/asyncio/SSL support.
    • responses - A utility library for mocking out the requests Python library.
    • VCR.py - Record and replay HTTP interactions on your tests.
    • factory_boy - A test fixtures replacement for Python.
    • mixer - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc.
    • model_mommy - Creating random fixtures for testing in Django.
    • mimesis - is a Python library that help you generate fake data.
    • fake2db - Fake database generator.
    • faker - A Python package that generates fake data.
    • pytest - A mature full-featured Python testing tool.
    • unittest - (Python standard library) Unit testing framework.
    • mock - (Python standard library) A mocking and patching library.
    • Selenium - Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver.
    • doublex - Powerful test doubles framework for Python.
    • coverage - Code coverage measurement.
    • radar - Generate random datetime / time.

  • Text Processing

    • chardet - Python 2/3 compatible character encoding detector.
    • ftfy - Makes Unicode text less broken and more consistent automagically.
    • fuzzywuzzy - Fuzzy String Matching.
    • pangu.py - Paranoid text spacing.
    • pyfiglet - An implementation of figlet written in Python.
    • pypinyin - Convert Chinese hanzi (漢字) to pinyin (拼音).
    • awesome-slugify - A Python slugify library that can preserve unicode.
    • python-slugify - A Python slugify library that translates unicode to ASCII.
    • unicode-slugify - A slugifier that generates unicode slugs with Django as a dependency.
    • hashids - Implementation of [hashids](http://hashids.org) in Python.
    • shortuuid - A generator library for concise, unambiguous and URL-safe UUIDs.
    • ply - Implementation of lex and yacc parsing tools for Python.
    • pyparsing - A general purpose framework for generating parsers.
    • python-nameparser - Parsing human names into their individual components.
    • python-phonenumbers - Parsing, formatting, storing and validating international phone numbers.
    • python-user-agents - Browser user agent parser.
    • sqlparse - A non-validating SQL parser.
    • difflib - (Python standard library) Helpers for computing deltas.
    • unidecode - ASCII transliterations of Unicode text.
    • Levenshtein - Fast computation of Levenshtein distance and string similarity.
    • unidecode - ASCII transliterations of Unicode text.

  • Third-party APIs

  • URL Manipulation

    • furl - A small Python library that makes parsing and manipulating URLs easy.
    • purl - A simple, immutable URL class with a clean API for interrogation and manipulation.
    • pyshorteners - A pure Python URL shortening lib.
    • webargs - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks.

  • Video

    • moviepy - A module for script-based movie editing with many formats, including animated GIFs.
    • scikit-video - Video processing routines for SciPy.

  • WSGI Servers

    • bjoern - Asynchronous, very fast and written in C.
    • gunicorn - Pre-forked, partly 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.
    • uWSGI - A project aims at developing a full stack for building hosting services, written in C.

  • Web Asset Management

    • django-compressor - Compresses linked and inline JavaScript or CSS into a single cached file.
    • django-pipeline - An asset packaging library for Django.
    • django-storages - A collection of custom storage back ends for Django.
    • fanstatic - Packages, optimizes, and serves static file dependencies as Python packages.
    • flask-assets - Helps you integrate webassets into your Flask app.
    • webassets - Bundles, optimizes, and manages unique cache-busting URLs for static resources.
    • fanstatic - Packages, optimizes, and serves static file dependencies as Python packages.

  • Web Content Extracting

    • html2text - Convert HTML to Markdown-formatted text.
    • lassie - Web Content Retrieval for Humans.
    • micawber - A small library for extracting rich content from URLs.
    • newspaper - News extraction, article extraction and content curation in Python.
    • python-readability - Fast Python port of arc90's readability tool.
    • requests-html - Pythonic HTML Parsing for Humans.
    • sumy - A module for automatic summarization of text documents and HTML pages.
    • textract - Extract text from any document, Word, PowerPoint, PDFs, etc.
    • toapi - Every web site provides APIs.

  • Web Crawling

    • cola - A distributed crawling framework.
    • grab - Site scraping framework.
    • MechanicalSoup - A Python library for automating interaction with websites.
    • pyspider - A powerful spider system.
    • robobrowser - A simple, Pythonic library for browsing the web without a standalone web browser.
    • portia - Visual scraping for Scrapy.
    • feedparser - Universal feed parser.
    • scrapy - A fast high-level screen scraping and web crawling framework.

  • Web Frameworks

  • WebSocket

    • autobahn-python - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html).
    • django-channels - Developer-friendly asynchrony for Django.
    • django-socketio - WebSockets for Django.
    • WebSocket-for-Python - WebSocket client and server library for Python 2 and 3 as well as PyPy.
    • crossbar - Open-source Unified Application Router (Websocket & WAMP for Python on Autobahn).

  • Continuous Integration

    • awesome-CIandCD
    • Vexor CI - A continuous integration tool for private apps with pay-per-minute billing model.
    • CircleCI - A CI service that can run very fast parallel testing.
    • Wercker - A Docker-based platform for building and deploying applications and microservices.
    • Travis CI - A popular CI service for your open source and [private](https://travis-ci.com) projects. (GitHub only)

  • Podcasts

  • Weekly

  • Websites

  • Foreign Function Interface

    • cffi - Foreign Function Interface for Python calling C code.
    • ctypes - (Python standard library) Foreign Function Interface for Python calling C code.
    • PyCUDA - A Python wrapper for Nvidia's CUDA API.
    • cffi - Foreign Function Interface for Python calling C code.
    • SWIG - Simplified Wrapper and Interface Generator.

  • Code Quality

    • Codacy - Automated Code Review to ship better code, faster.
    • CodeFactor - Automated Code Review for Git.
    • Landscape - Hosted continuous Python code metrics.
    • PEP 8 Speaks - GitHub integration to review code style.
    • Codecov - Code coverage dashboard.

  • Twitter

Programming Languages
Python 365 C++ 7 C 5 HTML 3 Rust 2 Emacs Lisp 1 JavaScript 1 C# 1 OCaml 1 Common Lisp 1
Categories
Testing 27 Text Processing 21 Twitter 20 Debugging Tools 19 Database Drivers 18 Specific Formats Processing 16 RESTful API 15 Science 14 Websites 14 GUI Development 14 Command-line Tools 13 Implementations 13 DevOps Tools 12 ORM 12 Natural Language Processing 12 Code Analysis 12 Command-line Interface Development 12 Image Processing 11 Data Visualization 11 HTML Manipulation 10 Editor Plugins and IDEs 10 Audio 10 Date and Time 9 Email 9 Web Content Extracting 9 Authentication 8 E-commerce 8 Web Frameworks 8 Web Crawling 8 Weekly 8 Hardware 8 Admin Panels 8 Third-party APIs 8 Deep Learning 8 Web Asset Management 7 Concurrency and Parallelism 7 Distributed Computing 7 CMS 7 Machine Learning 7 Files 7 Data Validation 7 Caching 7 Recommender Systems 7 Podcasts 6 Job Scheduler 6 Functional Programming 6 Geolocation 6 Forms 6 Build Tools 6 Microsoft Windows 6 Networking 6 Game Development 5 Built-in Classes Enhancement 5 Code Quality 5 WebSocket 5 Data Analysis 5 WSGI Servers 5 Continuous Integration 5 Foreign Function Interface 5 Miscellaneous 5 Package Repositories 4 Computer Vision 4 Distribution 4 Static Site Generator 4 Algorithms and Design Patterns 4 Search 4 Compatibility 4 Downloader 4 URL Manipulation 4 HTTP Clients 4 Cryptography 4 Configuration 4 Documentation 4 Package Management 4 Robotics 3 Environment Management 3 Interactive Interpreter 3 Queue 3 Database 3 Logging 3 Serialization 3 Processes 3 Network Virtualization 2 Template Engine 2 RPC Servers 2 Video 2 Serverless Frameworks 2 News Feed 2 Permissions 2 Internationalization 1 Tagging 1
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Keywords
python 213 django 18 machine-learning 17 python3 14 testing 13 http 12 database 9 deep-learning 9 awesome-list 8 cli 8 flask 8 json 7 data-science 7 pypi 7 web 7 awesome 7 framework 6 debugging 6 library 6 asyncio 6 linux 5 redis 5 api 5 python-3 5 recommender-system 5 pandas 5 python-library 5 python2 4 aws 4 mock 4 terminal 4 music 4 javascript 4 utilities 4 validation 4 requests 4 html 4 http-server 4 automation 4 mongodb 4 matrix-factorization 4 pallets 4 crawler 4 orm 4 ipython 4 neural-network 4 visualization 4 sqlalchemy 4 jupyter 3 security 3