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: 1 day ago
JSON representation

Data Visualization
- awesome-javascript
- PyGraphviz - Python interface to [Graphviz](http://www.graphviz.org/).
- ggplot - Same API as ggplot2 for R.
- Seaborn - Statistical data visualization using Matplotlib.
- Bokeh - Interactive Web Plotting for Python.
- VisPy - High-performance scientific visualization based on OpenGL.
- awesome-dash
- Altair - Declarative statistical visualization library for Python.
Networking
- awesome-asyncio
- asyncio - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
- pyzmq - A Python wrapper for the ZeroMQ message library.
- pulsar - Event-driven concurrent framework for Python.
- napalm - Cross-vendor API to manipulate network devices.
Web Frameworks
- awesome-pyramid
- Vibora - Fast, efficient and asynchronous Web framework inspired by Flask.
- Django - The most popular web framework in Python.
- Pyramid - A small, fast, down-to-earth, open source Python web framework.
- awesome-flask
- Masonite - The modern and developer centric Python web framework.
- awesome-django
- Sanic - Web server that's written to go fast.
Machine Learning
- awesome-machine-learning
- H2O - Open Source Fast Scalable Machine Learning Platform.
- xgboost - A scalable, portable, and distributed gradient boosting library.
- Metrics - Machine learning evaluation metrics.
- vowpal_porpoise - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/).
- NuPIC - Numenta Platform for Intelligent Computing.
- scikit-learn - The most popular Python library for Machine Learning.
Deep Learning
- awesome-deep-learning
- tensorflow - The most popular Deep Learning framework created by Google.
- keras - A high-level neural networks library and capable of running on top of either TensorFlow or Theano.
- Theano - A library for fast numerical computation.
- caffe - A fast open framework for deep learning..
- 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.
- mxnet - A deep learning framework designed for both efficiency and flexibility.
ORM
- awesome-sqlalchemy
- Django Models - A part of Django.
- SQLAlchemy - The Python SQL Toolkit and Object Relational Mapper.
- peewee - A small, expressive ORM.
- dataset - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.
- PynamoDB - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/).
- mongoengine - A Python Object-Document-Mapper for working with MongoDB.
- orator - The Orator ORM provides a simple yet beautiful ActiveRecord implementation.
- redisco - A Python Library for Simple Models and Containers Persisted in Redis.
- hot-redis - Rich Python data types for Redis.
- pony - ORM that provides a generator-oriented interface to SQL.
Database Drivers
- awesome-postgres
- psycopg2 - The most popular PostgreSQL adapter for Python.
- py2neo - Python wrapper client for Neo4j's restful interface.
- pymssql - A simple database interface to Microsoft SQL Server.
- PyMySQL - A pure Python MySQL driver compatible to mysql-python.
- kafka-python - The Python client for Apache Kafka.
- motor - The async Python driver for MongoDB.
- pymongo - The official Python client for MongoDB.
- cassandra-driver - The Python Driver for Apache Cassandra.
- queries - A wrapper of the psycopg2 library for interacting with PostgreSQL.
- txRedis - Twisted based client for Redis.
- Telephus - Twisted based client for Cassandra.
- txpostgres - Twisted based asynchronous driver for PostgreSQL.
- redis-py - The Python client for Redis.
- awesome-mysql
- pymssql - A simple database interface to Microsoft SQL Server.
Interactive Interpreter
- awesome-jupyter
- bpython - A fancy interface to the Python interpreter.
- ptpython - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit).
Editor Plugins and IDEs
- PyCharm - Commercial Python IDE by JetBrains. Has free community edition available.
- Python - The official VSCode extension with rich support for Python.
- jedi-vim - Vim bindings for the Jedi auto-completion library for Python.
- spyder - Open Source Python IDE.
- python-mode - An all in one plugin for turning Vim into a Python IDE.
- 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.
- elpy - Emacs Python Development Environment.
- PTVS - Python Tools for Visual Studio.
Downloader
- you-get - A YouTube/Youku/Niconico video downloader written in Python 3.
- s3cmd - A command line tool for managing Amazon S3 and CloudFront.
- s4cmd - Super S3 command line tool, good for higher performance.
- youtube-dl - A small command-line program to download videos from YouTube.
Admin Panels
- django-grappelli - A jazzy skin for the Django Admin-Interface.
- django-suit - Alternative Django Admin-Interface (free only for Non-commercial use).
- ajenti - The admin panel your servers deserve.
- 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.
- flask-admin - Simple and extensible administrative interface framework for Flask.
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.
- buildout - A build system for creating, assembling and deploying applications from multiple parts.
Built-in Classes Enhancement
- dataclasses - (Python standard library) Data classes.
- bidict - Efficient, Pythonic bidirectional map data structures and related functionality..
- attrs - Replacement for `__init__`, `__eq__`, `__repr__`, etc. boilerplate in class definitions.
- 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.
CMS
- django-cms - An Open source enterprise CMS based on the Django.
- plone - A CMS built on top of the open source application server Zope.
- mezzanine - A powerful, consistent, and flexible content management platform.
- feincms - One of the most advanced Content Management Systems built on Django.
- Kotti - A high-level, Pythonic web application framework built on Pyramid.
Caching
- HermesCache - Python caching library with tag-based invalidation and dogpile effect prevention.
- django-cacheops - A slick ORM cache with automatic granular event-driven invalidation.
- django-cache-machine - Automatic caching and invalidation for Django models.
- beaker - A WSGI middleware for sessions and caching.
- pylibmc - A Python wrapper around the [libmemcached](https://libmemcached.org/libMemcached.html) interface.
Code Analysis
- pylint - A fully customizable source code analyzer.
- 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
- pycallgraph - A library that visualises the flow (call graph) of your Python application.
- pylama - A code audit tool for Python and JavaScript.
- code2flow - Turn your Python and JavaScript code into DOT flowcharts.
- black - The uncompromising Python code formatter.
- awesome-static-analysis
- prospector - A tool to analyse Python code.
Command-line Interface Development
- docopt - Pythonic command line arguments parser.
- colorama - Cross-platform colored terminal text.
- python-fire - A library for creating command line interfaces from absolutely any Python object.
- tqdm - Fast, extensible progress bar for loops and CLI.
- asciimatics - A package to create full-screen text UIs (from interactive forms to ASCII animations).
- bashplotlib - Making basic plots in the terminal.
- clint - Python Command-line Application Tools.
- python-prompt-toolkit - A library for building powerful interactive command lines.
- docopt - Pythonic command line arguments parser.
Compatibility
- six - Python 2 and 3 compatibility utilities.
- python-modernize - Modernizes Python code for eventual Python 3 migration.
Computer Vision
- OpenCV - Open Source Computer Vision Library.
- SimpleCV - An open source framework for building computer vision applications.
- pytesseract - Another wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr).
- SimpleCV - An open source framework for building computer vision applications.
Concurrency and Parallelism
- concurrent.futures - (Python standard library) A high-level interface for asynchronously executing callables.
- eventlet - Asynchronous framework with WSGI support.
- gevent - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet).
- multiprocessing - (Python standard library) Process-based parallelism.
- uvloop - Ultra fast implementation of `asyncio` event loop on top of `libuv`.
- scoop - Scalable Concurrent Operations in Python.
- eventlet - Asynchronous framework with WSGI support.
Configuration
- configparser - (Python standard library) INI file parser.
- profig - Config from multiple formats with value conversion.
- configobj - INI file parser with validation.
- python-decouple - Strict separation of settings from code.
Cryptography
- cryptography - A package designed to expose cryptographic primitives and recipes to Python developers.
- passlib - Secure password storage/hashing library, very high level.
- pynacl - Python binding to the Networking and Cryptography (NaCl) library.
- paramiko - The leading native Python SSHv2 protocol library.
Data Analysis
- Pandas - A library providing high-performance, easy-to-use data structures and data analysis tools.
- 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.
Data Validation
- colander - Validating and deserializing data obtained via XML, JSON, an HTML form post.
- Schematics - Data Structure Validation.
- schema - A library for validating Python data structures.
- Cerberus - A lightweight and extensible data validation library.
- voluptuous - A Python data validation library.
- valideer - Lightweight extensible data validation and adaptation library.
- jsonschema - An implementation of [JSON Schema](http://json-schema.org/) for Python.
Date and Time
- pytz - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python.
- when.py - Providing user-friendly functions to help perform common date and time actions.
- maya - Datetimes for Humans.
- dateutil - Extensions to the standard Python [datetime](https://docs.python.org/3/library/datetime.html) module.
- moment - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/).
- Chronyk - A Python 3 library for parsing human-written times and dates.
- PyTime - A easy-use Python module which aims to operate date/time/datetime by string.
- delorean - A library for clearing up the inconvenient truths that arise dealing with datetimes.
- Pendulum - Python datetimes made easy.
DevOps Tools
- cloudinit - A multi-distribution package that handles early initialization of a cloud instance.
- OpenStack - Open source software for building private and public clouds.
- docker-compose - Fast, isolated development environments using [Docker](https://www.docker.com/).
- supervisor - Supervisor process control system for UNIX.
- ansible - A radically simple IT automation platform.
- saltstack - Infrastructure automation and management system.
- fabric - A simple, Pythonic tool for remote execution and deployment.
- psutil - A cross-platform process and system utilities module.
- pexpect - Controlling interactive programs in a pseudo-terminal like GNU expect.
- honcho - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications.
- fabtools - Tools for writing awesome Fabric files.
- cuisine - Chef-like functionality for Fabric.
Distribution
- py2exe - Freezes Python scripts (Windows).
- dh-virtualenv - Build and distribute a virtualenv as a Debian package.
- PyInstaller - Converts Python programs into stand-alone executables (cross-platform).
E-commerce
- shoop - An open source E-Commerce platform based on Django.
- 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.
- forex-python - Foreign exchange rates, Bitcoin price index and currency conversion.
- Cartridge - A shopping cart app built using the Mezzanine.
- alipay - Unofficial Alipay API for Python.
- python-currencies - Display money format and its filthy currencies.
Files
- mimetypes - (Python standard library) Map filenames to MIME types.
- pathlib - (Python standard library) An cross-platform, object-oriented path library.
- Unipath - An object-oriented approach to file/directory operations.
- watchdog - API and shell utilities to monitor file system events.
- python-magic - A Python interface to the libmagic file type identification library.
- PyFilesystem2 - Python's filesystem abstraction layer.
- path.py - A module wrapper for [os.path](https://docs.python.org/3/library/os.path.html).
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.
GUI Development
- curses - Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal GUI applications.
- kivy - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.
- PyGObject - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3).
- Tkinter - Tkinter is Python's de-facto standard GUI package.
- urwid - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
- wxPython - A blending of the wxWidgets C++ class library with the Python.
- PyQt - Python bindings for the [Qt](https://www.qt.io/) cross-platform application and UI framework.
- Gooey - Turn command line programs into a full GUI application with one line.
- PySimpleGUI - Wrapper for tkinter, Qt, WxPython and Remi.
- enaml - Creating beautiful user-interfaces with Declaratic Syntax like QML.
- Eel - A library for making simple Electron-like offline HTML/JS GUI apps.
- Toga - A Python native, OS native GUI toolkit.
- urwid - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
Game Development
- Cocos2d - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications.
- Panda3D - 3D game engine developed by Disney.
- Pygame - Pygame is a set of Python modules designed for writing games.
- RenPy - A Visual Novel engine.
- Pygame - Pygame is a set of Python modules designed for writing games.
Geolocation
- GeoDjango - A world-class geographic web framework.
- geopy - Python Geocoding Toolbox.
- django-countries - A Django app that provides a country field for models and forms.
- GeoIP - Python API for MaxMind GeoIP Legacy Database.
- pygeoip - Pure Python GeoIP API.
HTML Manipulation
- BeautifulSoup - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
- cssutils - A CSS library for Python.
- xmldataset - Simple XML Parsing.
- bleach - A whitelist-based HTML sanitization and text linkification library.
- pyquery - A jQuery-like library for parsing HTML.
- xmltodict - Working with XML feel like you are working with JSON.
- MarkupSafe - Implements a XML/HTML/XHTML Markup safe string for Python.
- untangle - Converts XML documents to Python objects for easy access.
- html5lib - A standards-compliant library for parsing and serializing HTML documents and fragments.
Hardware
- Pingo - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc.
- keyboard - Hook and simulate global keyboard events on Windows and Linux.
- PyUserInput - A module for cross-platform control of the mouse and keyboard.
- scapy - A brilliant packet manipulation library.
- mouse - Hook and simulate global mouse events on Windows and Linux.
- 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.
Image Processing
- imgSeek - A project for searching a collection of images using visual similarity.
- pyBarcode - Create barcodes in Python without needing PIL.
- thumbor - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.
- pillow - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork.
- Quads - Computer art based on quadtrees.
- nude.py - Nudity detection.
- python-qrcode - A pure Python QR Code generator.
- pagan - Retro identicon (Avatar) generation based on input string and hash.
- hmap - Image histogram remapping.
Implementations
- Jython - Implementation of Python programming language written in Java for the JVM.
- Numba - Python JIT compiler to LLVM aimed at scientific Python.
- PyPy - A very fast and compliant implementation of the Python language.
- MicroPython - A lean and efficient Python programming language implementation.
- Grumpy - More compiler than interpreter as more powerful CPython2.7 replacement (alpha).
- 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.
- IronPython - Implementation of the Python programming language written in C#.
- Pyjion - A JIT for Python based upon CoreCLR.
- PeachPy - x86-64 assembler embedded in Python.
- Stackless Python - An enhanced version of the Python programming language.
- Pyston - A Python implementation using JIT techniques.
Job Scheduler
- Airflow - Airflow is a platform to programmatically author, schedule and monitor workflows.
- schedule - Python job scheduling for humans.
- Plan - Writing crontab file in Python like a charm.
- gunnery - Multipurpose task execution tool for distributed systems with web-based interface.
- django-schedule - A calendaring app for Django.
- Spiff - A powerful workflow engine implemented in pure Python.
Logging
- logging - (Python standard library) Logging facility for Python.
- raven - Python client for Sentry, a log/error tracking, crash reporting and aggregation platform for web applications.
- Eliot - Logging for complex & distributed systems.
Microsoft Windows
- Python(x,y) - Scientific-applications-oriented Python Distribution based on Qt and Spyder.
- WinPython - Portable development environment for Windows 7/8.
- PyWin32 - Python Extensions for Windows.
- PythonNet - Python Integration with the .NET Common Language Runtime (CLR).
- Python(x,y) - Scientific-applications-oriented Python Distribution based on Qt and Spyder.
Miscellaneous
- tryton - A general purpose business framework.
- boltons - A set of pure-Python utilities.
- pluginbase - A simple but flexible plugin system for Python.
- itsdangerous - Various helpers to pass trusted data to untrusted environments.
- blinker - A fast Python in-process signal/event dispatching system.
Natural Language Processing
- spacy - A library for industrial-strength natural language processing in Python and Cython.
- jieba - The most popular Chinese text segmentation library.
- pytext - A natural language modeling framework based on PyTorch.
- stanfordnlp - The Stanford NLP Group's official Python library, supporting 50+ languages.
- funNLP - A collection of tools and datasets for Chinese NLP.
- pattern - A web mining module for the Python.
- PyTorch-NLP - A toolkit enabling rapid deep learning NLP prototyping for research.
- snownlp - A library for processing Chinese text.
- polyglot - Natural language pipeline supporting hundreds of languages.
- pkuseg-python - A toolkit for Chinese word segmentation in various domains.
- langid.py - Stand-alone language identification system.
- gensim - Topic Modelling for Humans.
Package Management
- pip - The Python package and dependency manager.
- PyPI
- pip-tools - A set of tools to keep your pinned Python dependencies fresh.
- conda - Cross-platform, Python-agnostic binary package manager.
Processes
- sarge - Yet another wrapper for subprocess.
- sh - A full-fledged subprocess replacement for Python.
RESTful API
- django-tastypie - Creating delicious APIs for Django apps.
- falcon - A high-performance framework for building cloud APIs and web app backends.
- flask-api - Browsable Web APIs for Flask.
- eve - REST API framework powered by Flask, MongoDB and good intentions.
- apistar - A smart Web API framework, designed for Python 3.
- flask-restless - Generating RESTful APIs for database models defined with SQLAlchemy.
- flask-restful - Quickly building REST APIs for Flask.
- sandman - Automated REST APIs for existing database-driven systems.
- flask-api-utils - Taking care of API representation and authentication for Flask.
- ripozo - Quickly creating REST/HATEOAS/Hypermedia APIs.
- restless - Framework agnostic REST framework based on lessons learned from Tastypie.
- cornice - A RESTful framework for Pyramid.
- hug - A Python 3 framework for cleanly exposing APIs.
- django-tastypie - Creating delicious APIs for Django apps.
Robotics
- rospy - This is a library for ROS (Robot Operating System).
- PythonRobotics - This is a compilation of various robotics algorithms with visualizations.
Science
- 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.
- Zipline - A Pythonic algorithmic trading library.
- SymPy - A Python library for symbolic mathematics.
- statsmodels - Statistical modeling and econometrics in Python.
- bccb - Collection of useful code related to biological analysis.
- Python-for-Scientists
- SciPy - A Python-based ecosystem of open-source software for mathematics, science, and engineering.
- PyMC - Markov Chain Monte Carlo sampling toolkit.
- bcbio-nextgen - Providing best-practice pipelines for fully automated high throughput sequencing analysis.
Search
- elasticsearch-py - The official low-level Python client for [Elasticsearch](https://www.elastic.co/products/elasticsearch).
- django-haystack - Modular search for Django.
- elasticsearch-dsl-py - The official high-level Python client for Elasticsearch.
- pysolr - A lightweight Python wrapper for [Apache Solr](https://lucene.apache.org/solr/).
Specific Formats Processing
- openpyxl - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
- PDFMiner - A tool for extracting information from PDF documents.
- csvkit - Utilities for converting to and working with CSV.
- python-docx - Reads, queries and modifies Microsoft Word 2007/2008 docx files.
- Mistune - Fastest and full featured pure Python parsers of Markdown.
- pyexcel - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.
- XlsxWriter - A Python module for creating Excel .xlsx files.
- unp - A command line tool that can unpack archives easily.
- xlwt - excel/xlrd) - Writing and reading data and formatting information from Excel files.
- unoconv - Convert between any document format supported by LibreOffice/OpenOffice.
- tablib - A module for Tabular Datasets in XLS, CSV, JSON, YAML.
- python-pptx - Python library for creating and updating PowerPoint (.pptx) files.
- PyPDF2 - A library capable of splitting, merging and transforming PDF pages.
- Python-Markdown - A Python implementation of John Gruber’s Markdown.
- xlwings - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.
Template Engine
- Genshi - Python templating toolkit for generation of web-aware output.
- Jinja2 - A modern and designer friendly templating language.
Testing
- pytest - A mature full-featured Python testing tool.
- unittest - (Python standard library) Unit testing framework.
- mock - (Python standard library) A mocking and patching library.
- fake2db - Fake database generator.
- locust - Scalable user load testing tool written in Python.
- factory_boy - A test fixtures replacement for Python.
- faker - A Python package that generates fake data.
- mixer - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc.
- PyAutoGUI - PyAutoGUI is a cross-platform GUI automation Python module for human beings.
- responses - A utility library for mocking out the requests Python library.
- mimesis - is a Python library that help you generate fake data.
- VCR.py - Record and replay HTTP interactions on your tests.
- hypothesis - Hypothesis is an advanced Quickcheck style property based testing library.
- splinter - Open source tool for testing web applications.
- Robot Framework - A generic test automation framework.
- nose2 - The successor to `nose`, based on `unittest2.
- freezegun - Travel through time by mocking the datetime module.
- mocket - A socket mock framework with gevent/asyncio/SSL support.
- httpretty - HTTP request mock tool for Python.
- httmock - A mocking library for requests for Python 2.6+ and 3.2+.
- green - A clean, colorful test runner.
- model_mommy - Creating random fixtures for testing in Django.
- sixpack - A language-agnostic A/B Testing framework.
Text Processing
- difflib - (Python standard library) Helpers for computing deltas.
- unidecode - ASCII transliterations of Unicode text.
- python-phonenumbers - Parsing, formatting, storing and validating international phone numbers.
- python-slugify - A Python slugify library that translates unicode to ASCII.
- fuzzywuzzy - Fuzzy String Matching.
- pypinyin - Convert Chinese hanzi (漢字) to pinyin (拼音).
- chardet - Python 2/3 compatible character encoding detector.
- pyfiglet - An implementation of figlet written in Python.
- ply - Implementation of lex and yacc parsing tools for Python.
- pyparsing - A general purpose framework for generating parsers.
- hashids - Implementation of [hashids](http://hashids.org) in Python.
- sqlparse - A non-validating SQL parser.
- shortuuid - A generator library for concise, unambiguous and URL-safe UUIDs.
- python-user-agents - Browser user agent parser.
- pangu.py - Paranoid text spacing.
- python-nameparser - Parsing human names into their individual components.
- unicode-slugify - A slugifier that generates unicode slugs with Django as a dependency.
- ftfy - Makes Unicode text less broken and more consistent automagically.
- awesome-slugify - A Python slugify library that can preserve unicode.
Third-party APIs
- apache-libcloud - One Python library for all clouds.
- boto3 - Python interface to Amazon Web Services.
- twython - A Python wrapper for the Twitter API.
- gspread - Google Spreadsheets Python API.
- facebook-sdk - Facebook Platform Python SDK.
- List of Python API Wrappers and Libraries
- django-wordpress - WordPress models and views for Django.
Web Asset Management
- fanstatic - Packages, optimizes, and serves static file dependencies as Python packages.
- django-storages - A collection of custom storage back ends for Django.
- django-compressor - Compresses linked and inline JavaScript or CSS into a single cached file.
- flask-assets - Helps you integrate webassets into your Flask app.
- django-pipeline - An asset packaging library for Django.
- webassets - Bundles, optimizes, and manages unique cache-busting URLs for static resources.
- fanstatic - Packages, optimizes, and serves static file dependencies as Python packages.
Web Crawling
- feedparser - Universal feed parser.
- portia - Visual scraping for Scrapy.
- 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.
- cola - A distributed crawling framework.
WSGI Servers
- uWSGI - A project aims at developing a full stack for building hosting services, written in C.
- werkzeug - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.
- gunicorn - Pre-forked, partly written in C.
- bjoern - Asynchronous, very fast and written in C.
- waitress - Multi-threaded, powers Pyramid.
Websites
- Full Stack Python
- Python Cheatsheet
- Awesome Python @LibHunt
- Python ZEEF
- Django Packages
- /r/CoolGithubProjects
- /r/Python
- Python 开发社区
- Trending Python repositories on GitHub today
- Сообщество Python Программистов
- Python Hackers
- Python Hackers
Weekly
- Python Tricks
- CodeTengu Weekly 碼天狗週刊
- contribution guidelines
- vote for them
- @vinta
- Import Python Newsletter
Podcasts
- Talk Python To Me
- Test and Code
- Radio Free Python
- Python Testing
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.
Continuous Integration
- CircleCI - A CI service that can run very fast parallel testing.
- Wercker - A Docker-based platform for building and deploying applications and microservices.
- awesome-CIandCD
- Vexor CI - A continuous integration tool for private apps with pay-per-minute billing model.
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.
- Toolz - A collection of functional utilities for iterators, functions, and dictionaries.
- funcy - A fancy and practical functional tools.
- Coconut - Coconut is a variant of Python built for simple, elegant, Pythonic functional programming.
Twitter
- @pypi
- @planetpython
- @getpy
- @pycoders
- @PythonWeekly
- @pythontrending
- @codetengu
- @importpython
- @TalkPython
- @realpython
RPC Servers
- SimpleXMLRPCServer - (Python standard library) Simple XML-RPC server implementation, single-threaded.
- zeroRPC - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/).
Algorithms and Design Patterns
- sortedcontainers - Fast, pure-Python implementation of SortedList, SortedDict, and SortedSet types.
- python-patterns - A collection of design patterns in Python.
- PyPattyrn - A simple yet effective library for implementing common design patterns.
- algorithms - Minimal examples of data structures and algorithms in Python.
Environment Management
- pyenv - Simple Python version management.
- pipenv - Python Development Workflow for Humans.
- virtualenv - A tool to create isolated Python environments.
Command-line Tools
- howdoi - Instant coding answers via the command line.
- percol - Adds flavor of interactive selection to the traditional pipe concept on UNIX.
- PathPicker - Select files out of bash output.
- thefuck - Correcting your previous console command.
- doitlive - A tool for live presentations in the terminal.
- try - A dead simple CLI to try out python packages - it's never been easier.
- mycli - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.
- pgcli - Postgres CLI with autocompletion and syntax highlighting.
- kube-shell - An integrated shell for working with the Kubernetes CLI.
- saws - A Supercharged [aws-cli](https://github.com/aws/aws-cli).
- cookiecutter - A command-line utility that creates projects from cookiecutters (project templates).
- httpie - A command line HTTP client, a user-friendly cURL replacement.
Serverless Frameworks
- Zappa - A tool for deploying WSGI applications on AWS Lambda and API Gateway.
- python-lambda - A toolkit for developing and deploying Python code in AWS Lambda.
Audio
- beets - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger.
- audioread - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.
- dejavu - Audio fingerprinting and recognition.
- 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.
- 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.
- mingus - An advanced music theory and notation package with MIDI file and playback support.
Authentication
- authlib - JavaScript Object Signing and Encryption draft implementation.
- django-allauth - Authentication app for Django that "just works."
- 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.
- oauthlib - A generic and thorough implementation of the OAuth request-signing logic.
- django-oauth-toolkit - OAuth 2 goodies for Django.
Distributed Computing
- luigi - A module that helps you build complex pipelines of batch jobs.
- dask - A flexible parallel computing library for analytic computing.
- faust - A stream processing library, porting the ideas from [Kafka Streams](https://kafka.apache.org/documentation/streams/) to Python.
- mrjob - Run MapReduce jobs on Hadoop or Amazon Web Services.
- PySpark - [Apache Spark](https://spark.apache.org/) Python API.
- streamparse - Run Python code against real-time streams of data via [Apache Storm](http://storm.apache.org/).
News Feed
- Stream Framework - Building newsfeed and notification systems using Cassandra and Redis.
- django-activity-stream - Generating generic activity streams from the actions on your site.
Recommender Systems
- lightfm - A Python implementation of a number of popular recommendation algorithms.
- annoy - Approximate Nearest Neighbors in C++/Python optimized for memory usage.
- Surprise - A scikit for building and analyzing recommender systems.
- implicit - A fast Python implementation of collaborative filtering for implicit datasets.
- spotlight - Deep recommender models using PyTorch.
- tensorrec - A Recommendation Engine Framework in TensorFlow.
- fastFM - A library for Factorization Machines.
Debugging Tools
- profiling - An interactive Python profiler.
- pudb - A full-screen, console-based Python debugger.
- py-spy - A sampling profiler for Python programs. Written in Rust.
- pyelftools - Parsing and analyzing ELF files and DWARF debugging information.
- wdb - An improbable web debugger through WebSockets.
- django-devserver - A drop-in replacement for Django's runserver.
- pyringe - Debugger capable of attaching to and injecting code into Python processes.
- vprof - Visual Python profiler.
- icecream - Inspect variables, expressions, and program execution with a single, simple function call.
- python-hunter - A flexible code tracing toolkit.
- lptrace - [strace](http://man7.org/linux/man-pages/man1/strace.1.html) for Python programs.
- line_profiler - Line-by-line profiling.
- manhole - Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt.
- ipdb - IPython-enabled [pdb](https://docs.python.org/3/library/pdb.html).
- memory_profiler - Monitor Memory usage of Python code.
- django-debug-toolbar - Display various debug information for Django.
Forms
- django-crispy-forms - A Django app which lets you create beautiful forms in a very elegant and DRY way.
- Deform - Python HTML form generation library influenced by the formish form generation library.
- django-bootstrap4 - Bootstrap 4 integration with Django.
- django-remote-forms - A platform independent Django form serializer.
- django-bootstrap3 - Bootstrap 3 integration with Django.
- WTForms - A flexible forms validation and rendering library.
Database
- tinydb - A tiny, document-oriented database.
- ZODB - A native object database for Python. A key-value and object graph database.
- pickleDB - A simple and lightweight key-value store for Python.
Email
- Nylas Sync Engine - Providing a RESTful API on top of a powerful email sync platform.
- modoboa - A mail hosting and management platform including a modern and simplified Web UI.
- yagmail - Yet another Gmail/SMTP client.
- flanker - A email address and Mime parsing library.
- imbox - Python IMAP for Humans.
- Marrow Mailer - High-performance extensible mail delivery framework.
- lamson - Pythonic SMTP Application Server.
- envelopes - Mailing for human beings.
WebSocket
- WebSocket-for-Python - WebSocket client and server library for Python 2 and 3 as well as PyPy.
- django-channels - Developer-friendly asynchrony for Django.
- autobahn-python - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html).
- django-socketio - WebSockets for Django.
Documentation
- pdoc - Epydoc replacement to auto generate API documentation for Python libraries.
- awesome-sphinxdoc
- pycco - The literate-programming-style documentation generator.
- sphinx - Python Documentation generator.
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.
Tagging
- django-taggit - Simple tagging for Django.
Queue
- huey - Little multi-threaded task queue.
- rq - Simple job queues for Python.
- mrq - Mr. Queue - A distributed worker task queue in Python using Redis & gevent.
Static Site Generator
- nikola - A static website and blog generator.
- lektor - An easy to use static CMS and blog engine.
- pelican - Static site generator that supports Markdown and reST syntax.
- mkdocs - Markdown friendly documentation generator.
Video
- moviepy - A module for script-based movie editing with many formats, including animated GIFs.
- scikit-video - Video processing routines for SciPy.
Serialization
- python-rapidjson - A Python wrapper around [RapidJSON](https://github.com/Tencent/rapidjson).
- 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).
Network Virtualization
- mininet - A popular network emulator and API written in Python.
- pox - A Python-based SDN control applications, such as OpenFlow SDN controllers.
Web Content Extracting
- textract - Extract text from any document, Word, PowerPoint, PDFs, etc.
- newspaper - News extraction, article extraction and content curation in Python.
- html2text - Convert HTML to Markdown-formatted text.
- lassie - Web Content Retrieval for Humans.
- sumy - A module for automatic summarization of text documents and HTML pages.
- micawber - A small library for extracting rich content from URLs.
- python-readability - Fast Python port of arc90's readability tool.
- requests-html - Pythonic HTML Parsing for Humans.
- toapi - Every web site provides APIs.
Package Repositories
- devpi - PyPI server and packaging/testing/release tool.
- warehouse - Next generation Python Package Repository (PyPI).
URL Manipulation
- furl - A small Python library that makes parsing and manipulating URLs easy.
- webargs - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks.
- pyshorteners - A pure Python URL shortening lib.
- purl - A simple, immutable URL class with a clean API for interrogation and manipulation.
HTTP Clients
- treq - Python requests like API built on top of Twisted's HTTP client.
- httplib2 - Comprehensive HTTP client library.
- grequests - requests + gevent for asynchronous HTTP requests.
- urllib3 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.
Internationalization
- PyICU - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)).

Programming Languages

Python 365 C++ 7 C 5 HTML 3 Rust 2 Emacs Lisp 1 JavaScript 1 C# 1 OCaml 1 Common Lisp 1

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