awesome-python 的中文版.zip

# Awesome Python [](https://github.com/sindresorhus/awesome) A curated list of awesome Python frameworks, libraries, software and resources. Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). - [Awesome Python](#awesome-python) - [Admin Panels](#admin-panels) - [Algorithms and Design Patterns](#algorithms-and-design-patterns) - [ASGI Servers](#asgi-servers) - [Asynchronous Programming](#asynchronous-programming) - [Audio](#audio) - [Authentication](#authentication) - [Build Tools](#build-tools) - [Built-in Classes Enhancement](#built-in-classes-enhancement) - [Caching](#caching) - [ChatOps Tools](#chatops-tools) - [CMS](#cms) - [Code Analysis](#code-analysis) - [Command-line Interface Development](#command-line-interface-development) - [Command-line Tools](#command-line-tools) - [Compatibility](#compatibility) - [Computer Vision](#computer-vision) - [Concurrency and Parallelism](#concurrency-and-parallelism) - [Configuration](#configuration) - [Cryptography](#cryptography) - [Data Analysis](#data-analysis) - [Data Validation](#data-validation) - [Data Visualization](#data-visualization) - [Database Drivers](#database-drivers) - [Database](#database) - [Date and Time](#date-and-time) - [Debugging Tools](#debugging-tools) - [Deep Learning](#deep-learning) - [DevOps Tools](#devops-tools) - [Distributed Computing](#distributed-computing) - [Distribution](#distribution) - [Documentation](#documentation) - [Downloader](#downloader) - [E-commerce](#e-commerce) - [Editor Plugins and IDEs](#editor-plugins-and-ides) - [Email](#email) - [Enterprise Application Integrations](#enterprise-application-integrations) - [Environment Management](#environment-management) - [Files](#file) - [Foreign Function Interface](#foreign-function-interface) - [Forms](#forms) - [Functional Programming](#functional-programming) - [Game Development](#game-development) - [Geolocation](#geolocation) - [GUI Development](#gui-development) - [Hardware](#hardware) - [HTML Manipulation](#html-manipulation) - [HTTP Clients](#http-clients) - [Image Processing](#image-processing) - [Implementations](#implementations) - [Interactive Interpreter](#interactive-interpreter) - [Internationalization](#internationalization) - [Job Scheduler](#job-scheduler) - [Logging](#logging) - [Machine Learning](#machine-learning) - [Miscellaneous](#miscellaneous) - [Natural Language Processing](#natural-language-processing) - [Network Virtualization](#network-virtualization) - [News Feed](#news-feed) - [ORM](#orm) - [Package Management](#package-management) - [Package Repositories](#package-repositories) - [Penetration testing](#penetration-testing) - [Permissions](#permissions) - [Processes](#processes) - [Recommender Systems](#recommender-systems) - [Refactoring](#refactoring) - [RESTful API](#restful-api) - [Robotics](#robotics) - [RPC Servers](#rpc-servers) - [Science](#science) - [Search](#search) - [Serialization](#serialization) - [Serverless Frameworks](#serverless-frameworks) - [Shell](#shell) - [Specific Formats Processing](#specific-formats-processing) - [Static Site Generator](#static-site-generator) - [Tagging](#tagging) - [Task Queues](#task-queues) - [Template Engine](#template-engine) - [Testing](#testing) - [Text Processing](#text-processing) - [Third-party APIs](#third-party-apis) - [URL Manipulation](#url-manipulation) - [Video](#video) - [Web Asset Management](#web-asset-management) - [Web Content Extracting](#web-content-extracting) - [Web Crawling](#web-crawling) - [Web Frameworks](#web-frameworks) - [WebSocket](#websocket) - [WSGI Servers](#wsgi-servers) - [Resources](#resources) - [Books](#books) - [Newsletters](#newsletters) - [Podcasts](#podcasts) - [Websites](#websites) - [Contributing](#contributing) --- ## Admin Panels *Libraries for administrative interfaces.* * [ajenti](https://github.com/ajenti/ajenti) - The admin panel your servers deserve. * [django-grappelli](https://grappelliproject.com/) - A jazzy skin for the Django Admin-Interface. * [django-jet](https://github.com/geex-arts/django-jet) - Modern responsive template for the Django admin interface with improved functionality. * [django-suit](https://djangosuit.com/) - Alternative Django Admin-Interface (free only for Non-commercial use). * [django-xadmin](https://github.com/sshwsfc/xadmin) - Drop-in replacement of Django admin comes with lots of goodies. * [flask-admin](https://github.com/flask-admin/flask-admin) - Simple and extensible administrative interface framework for Flask. * [flower](https://github.com/mher/flower) - Real-time monitor and web admin for Celery. * [jet-bridge](https://github.com/jet-admin/jet-bridge) - Admin panel framework for any application with nice UI (ex Jet Django). * [wooey](https://github.com/wooey/wooey) - A Django app which creates automatic web UIs for Python scripts. ## Algorithms and Design Patterns *Python implementation of data structures, algorithms and design patterns. Also see [awesome-algorithms](https://github.com/tayllan/awesome-algorithms).* * Algorithms * [algorithms](https://github.com/keon/algorithms) - Minimal examples of data structures and algorithms. * [python-ds](https://github.com/prabhupant/python-ds) - A collection of data structure and algorithms for coding interviews. * [sortedcontainers](https://github.com/grantjenks/python-sortedcontainers) - Fast and pure-Python implementation of sorted collections. * [TheAlgorithms](https://github.com/TheAlgorithms/Python) - All Algorithms implemented in Python. * Design Patterns * [PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - A simple yet effective library for implementing common design patterns. * [python-patterns](https://github.com/faif/python-patterns) - A collection of design patterns in Python. * [transitions](https://github.com/pytransitions/transitions) - A lightweight, object-oriented finite state machine implementation. ## ASGI Servers *[ASGI](https://asgi.readthedocs.io/en/latest/)-compatible web servers.* * [daphne](https://github.com/django/daphne) - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP. * [uvicorn](https://github.com/encode/uvicorn) - A lightning-fast ASGI server implementation, using uvloop and httptools. ## Asynchronous Programming * [asyncio](https://docs.python.org/3/library/asyncio.html) - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks. - [awesome-asyncio](https://github.com/timofurrer/awesome-asyncio) * [trio](https://github.com/python-trio/trio) - A friendly library for async concurrency and I/O. * [Twisted](https://twistedmatrix.com/trac/) - An event-driven networking engine. * [uvloop](https://github.com/MagicStack/uvloop) - Ultra fast asyncio event loop. ## Audio *Libraries for manipulating audio and its metadata.* * Audio * [audioread](https://github.com/beetbox/audioread) - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. * [audioFlux](https://github.com/libAudioFlux/audioFlux) - A library for audio and music analysis, feature extraction. * [dejavu](https://github.com/worldveil/dejavu) - Audio fingerprinting and recognition. * [kapre](https://github.com/keunwoochoi/kapre) - Keras Audio Preprocessors. * [librosa](https://github.com/librosa/librosa) - Python library for audio and music analysis. * [matchering](https://github.com/sergree/matchering) - A library for automated reference audio mastering. * [mingus](http://bspaans.github.io/python-m