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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: 2 days ago
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  • 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.

  • Websites

  • Build Tools

    • buildout - A build system for creating, assembling and deploying applications from multiple parts.

  • Built-in Classes Enhancement

    • dataclasses - (Python standard library) Data classes.

  • CMS

    • django-cms - An Open source enterprise CMS based on the Django.
    • plone - A CMS built on top of the open source application server Zope.

  • Caching

    • HermesCache - Python caching library with tag-based invalidation and dogpile effect prevention.

  • Code Analysis

    • flake8 - A wrapper around `pycodestyle`, `pyflakes` and McCabe.
    • pylint - A fully customizable source code analyzer.

  • Command-line Interface Development

    • click - A package for creating beautiful command line interfaces in a composable way.
    • docopt - Pythonic command line arguments parser.
    • colorama - Cross-platform colored terminal text.

  • Compatibility

    • six - Python 2 and 3 compatibility utilities.

  • Computer Vision

    • OpenCV - Open Source Computer Vision Library.
    • 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.
    • 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

    • configparser - (Python standard library) INI file parser.
    • profig - Config from multiple formats with value conversion.

  • Cryptography

    • cryptography - A package designed to expose cryptographic primitives and recipes to Python developers.
    • passlib - Secure password storage/hashing library, very high level.

  • Data Analysis

    • Pandas - A library providing high-performance, easy-to-use data structures and data analysis tools.

  • Data Validation

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

  • Data Visualization

  • Database Drivers

    • 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.

  • Microsoft Windows

    • 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.

  • Date and Time

    • pytz - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python.

  • Deep Learning

  • DevOps Tools

    • 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.

  • Distribution

    • py2exe - Freezes Python scripts (Windows).

  • Downloader

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

  • E-commerce

    • shoop - An open source E-Commerce platform based on Django.

  • Editor Plugins and IDEs

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

  • Files

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

  • Foreign Function Interface

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

  • Functional Programming

    • Coconut - Coconut is a variant of Python built for simple, elegant, Pythonic functional programming.

  • 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.
    • pyglet - A cross-platform windowing and multimedia library for Python.
    • PyGObject - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3).
    • PyQt - Python bindings for the [Qt](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.

  • 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.

  • Geolocation

    • GeoDjango - A world-class geographic web framework.

  • HTML Manipulation

    • BeautifulSoup - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
    • cssutils - A CSS library for Python.
    • xmldataset - Simple XML Parsing.

  • Hardware

    • 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.
    • pygram - Instagram-like image filters.

  • 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.

  • Interactive Interpreter

  • Job Scheduler

    • Airflow - Airflow is a platform to programmatically author, schedule and monitor workflows.

  • Logging

    • logging - (Python standard library) Logging facility for Python.

  • Machine Learning

  • Miscellaneous

    • tryton - A general purpose business framework.

  • Natural Language Processing

    • spacy - A library for industrial-strength natural language processing in Python and Cython.

  • Networking

    • asyncio - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
    • Twisted - An event-driven networking engine.
    • awesome-asyncio

  • ORM

  • Package Management

    • pip - The Python package and dependency manager.
    • PyPI

  • Processes

    • sarge - Yet another wrapper for subprocess.

  • RESTful API

    • 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.

  • Robotics

    • rospy - This is a library for ROS (Robot Operating System).

  • RPC Servers

    • SimpleXMLRPCServer - (Python standard library) Simple XML-RPC server implementation, single-threaded.

  • Science

    • Open Babel - A chemical toolbox designed to speak the many languages of chemical data.
    • 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.
    • elasticsearch-py - The official low-level Python client for [Elasticsearch](https://www.elastic.co/products/elasticsearch).

  • Specific Formats Processing

    • openpyxl - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.

  • Template Engine

    • Genshi - Python templating toolkit for generation of web-aware output.

  • Testing

    • pytest - A mature full-featured Python testing tool.
    • unittest - (Python standard library) Unit testing framework.
    • Selenium - Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver.
    • mock - (Python standard library) A mocking and patching library.
    • doublex - Powerful test doubles framework for Python.
    • coverage - Code coverage measurement.
    • radar - Generate random datetime / time.

  • Text Processing

    • difflib - (Python standard library) Helpers for computing deltas.
    • unidecode - ASCII transliterations of Unicode text.

  • Third-party APIs

  • WSGI Servers

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

  • Web Asset Management

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

  • Web Crawling

    • feedparser - Universal feed parser.
    • scrapy - A fast high-level screen scraping and web crawling framework.

  • Web Frameworks

    • Django - The most popular web framework in Python.
    • Pyramid - A small, fast, down-to-earth, open source Python web framework.
    • awesome-pyramid
    • Vibora - Fast, efficient and asynchronous Web framework inspired by Flask.

  • 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.

  • 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.

  • Podcasts

  • Twitter

  • Weekly

Programming Languages
Python 14
Categories
Websites 12 Twitter 10 GUI Development 8 Admin Panels 8 Testing 7 Weekly 5 Podcasts 4 Concurrency and Parallelism 4 Microsoft Windows 4 Science 4 Web Frameworks 4 Game Development 4 Algorithms and Design Patterns 4 Code Quality 4 Database Drivers 4 ORM 3 Foreign Function Interface 3 Image Processing 3 Implementations 3 DevOps Tools 3 Command-line Interface Development 3 Networking 3 HTML Manipulation 3 RESTful API 3 Cryptography 2 Files 2 Audio 2 Configuration 2 Editor Plugins and IDEs 2 CMS 2 Data Visualization 2 Web Crawling 2 Continuous Integration 2 Code Analysis 2 Package Management 2 Text Processing 2 Computer Vision 2 Miscellaneous 1 Distribution 1 Downloader 1 Functional Programming 1 Built-in Classes Enhancement 1 Caching 1 Data Validation 1 Deep Learning 1 Robotics 1 Third-party APIs 1 Specific Formats Processing 1 Machine Learning 1 Build Tools 1 WSGI Servers 1 Web Asset Management 1 Natural Language Processing 1 Hardware 1 RPC Servers 1 Search 1 Data Analysis 1 Compatibility 1 Job Scheduler 1 Interactive Interpreter 1 Template Engine 1 Date and Time 1 Distributed Computing 1 E-commerce 1 Processes 1 Geolocation 1 Logging 1
Sub Categories
Keywords
python 12 awesome-list 4 awesome 4 administration 3 data-science 2 django 2 admin 2 list 2 design-patterns 2 search 1 graph 1 data-structure 1 sort 1 competitive-programming 1 algorithms 1 algorithm 1 workflows 1 wooey 1 web 1 python-scripts 1 tree 1 library 1 workers 1 ajenti 1 angular 1 javascript 1 linux 1 panel 1 admin-dashboard 1 backoffice 1 dashboard 1 interface 1 responsive 1 template 1 react 1 redux 1 asynchronous 1 celery 1 monitoring 1 rabbitmq 1 redis 1 machine-learning 1 neural-network 1 recurrent-networks 1 data-visualization 1 frontend 1 ipython 1 jupyter 1 jupyter-notebook 1 jupyterhub 1