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Vinta Chen
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An opinionated list of awesome Python frameworks, libraries, software and resources.
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Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
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> The **#10 most-starred repo on GitHub**. Put your product where Python developers discover tools. [Become a sponsor](SPONSORSHIP.md).
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- [Awesome Python](#awesome-python)
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- [Admin Panels](#admin-panels)
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- [Algorithms and Design Patterns](#algorithms-and-design-patterns)
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- [ASGI Servers](#asgi-servers)
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- [Asynchronous Programming](#asynchronous-programming)
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- [Audio](#audio)
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- [Authentication](#authentication)
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- [Build Tools](#build-tools)
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- [Built-in Classes Enhancement](#built-in-classes-enhancement)
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- [Caching](#caching)
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- [CMS](#cms)
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- [Code Analysis](#code-analysis)
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- [Command-line Interface Development](#command-line-interface-development)
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- [Command-line Tools](#command-line-tools)
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- [Computer Vision](#computer-vision)
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- [Configuration Files](#configuration-files)
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- [Cryptography](#cryptography)
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- [Data Analysis](#data-analysis)
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- [Data Validation](#data-validation)
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- [Data Visualization](#data-visualization)
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- [Database Drivers](#database-drivers)
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- [Database](#database)
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- [Date and Time](#date-and-time)
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- [Debugging Tools](#debugging-tools)
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- [Deep Learning](#deep-learning)
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- [DevOps Tools](#devops-tools)
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- [Distributed Computing](#distributed-computing)
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- [Distribution](#distribution)
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- [Documentation](#documentation)
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- [Downloader](#downloader)
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- [Editor Plugins and IDEs](#editor-plugins-and-ides)
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- [Email](#email)
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- [Environment Management](#environment-management)
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- [File Manipulation](#file-manipulation)
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- [Functional Programming](#functional-programming)
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- [Game Development](#game-development)
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- [Geolocation](#geolocation)
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- [GUI Development](#gui-development)
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- [Hardware](#hardware)
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- [HTML Manipulation](#html-manipulation)
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- [HTTP Clients](#http-clients)
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- [Image Processing](#image-processing)
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- [Implementations](#implementations)
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- [Interactive Interpreter](#interactive-interpreter)
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- [Internationalization](#internationalization)
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- [Job Scheduler](#job-scheduler)
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- [Logging](#logging)
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- [Machine Learning](#machine-learning)
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- [Miscellaneous](#miscellaneous)
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- [Natural Language Processing](#natural-language-processing)
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- [Network Virtualization](#network-virtualization)
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- [ORM](#orm)
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- [Package Management](#package-management)
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- [Package Repositories](#package-repositories)
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- [Penetration testing](#penetration-testing)
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- [Permissions](#permissions)
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- [Processes](#processes)
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- [Quantum Computing](#quantum-computing)
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- [Recommender Systems](#recommender-systems)
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- [Refactoring](#refactoring)
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- [RESTful API](#restful-api)
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- [Robotics](#robotics)
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- [RPC Servers](#rpc-servers)
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- [Science](#science)
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- [Search](#search)
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- [Serialization](#serialization)
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- [Serverless Frameworks](#serverless-frameworks)
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- [Shell](#shell)
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- [Specific Formats Processing](#specific-formats-processing)
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- [Static Site Generator](#static-site-generator)
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- [Task Queues](#task-queues)
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- [Template Engine](#template-engine)
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- [Testing](#testing)
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- [Text Processing](#text-processing)
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- [URL Manipulation](#url-manipulation)
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- [Video](#video)
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- [Web Asset Management](#web-asset-management)
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- [Web Content Extracting](#web-content-extracting)
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- [Web Crawling](#web-crawling)
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- [Web Frameworks](#web-frameworks)
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- [WebSocket](#websocket)
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- [WSGI Servers](#wsgi-servers)
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# Categories
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- [Admin Panels](#admin-panels)
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- [Algorithms and Design Patterns](#algorithms-and-design-patterns)
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- [ASGI Servers](#asgi-servers)
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- [Asynchronous Programming](#asynchronous-programming)
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- [Audio](#audio)
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- [Authentication](#authentication)
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- [Build Tools](#build-tools)
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- [Built-in Classes Enhancement](#built-in-classes-enhancement)
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- [Caching](#caching)
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- [CMS](#cms)
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- [Code Analysis](#code-analysis)
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- [Command-line Interface Development](#command-line-interface-development)
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- [Command-line Tools](#command-line-tools)
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- [Computer Vision](#computer-vision)
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- [Configuration Files](#configuration-files)
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- [Cryptography](#cryptography)
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- [Data Analysis](#data-analysis)
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- [Data Validation](#data-validation)
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- [Data Visualization](#data-visualization)
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- [Database Drivers](#database-drivers)
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- [Database](#database)
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- [Date and Time](#date-and-time)
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- [Debugging Tools](#debugging-tools)
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- [Deep Learning](#deep-learning)
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- [DevOps Tools](#devops-tools)
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- [Distributed Computing](#distributed-computing)
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- [Distribution](#distribution)
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- [Documentation](#documentation)
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- [Downloader](#downloader)
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- [Editor Plugins and IDEs](#editor-plugins-and-ides)
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- [Email](#email)
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- [Environment Management](#environment-management)
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- [File Manipulation](#file-manipulation)
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- [Functional Programming](#functional-programming)
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- [Game Development](#game-development)
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- [Geolocation](#geolocation)
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- [GUI Development](#gui-development)
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- [Hardware](#hardware)
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- [HTML Manipulation](#html-manipulation)
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- [HTTP Clients](#http-clients)
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- [Image Processing](#image-processing)
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- [Implementations](#implementations)
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- [Interactive Interpreter](#interactive-interpreter)
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- [Internationalization](#internationalization)
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- [Job Scheduler](#job-scheduler)
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- [Logging](#logging)
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- [Machine Learning](#machine-learning)
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- [Miscellaneous](#miscellaneous)
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- [Natural Language Processing](#natural-language-processing)
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- [Network Virtualization](#network-virtualization)
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- [ORM](#orm)
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- [Package Management](#package-management)
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- [Package Repositories](#package-repositories)
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- [Penetration testing](#penetration-testing)
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- [Permissions](#permissions)
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- [Processes](#processes)
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- [Quantum Computing](#quantum-computing)
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- [Recommender Systems](#recommender-systems)
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- [Refactoring](#refactoring)
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- [RESTful API](#restful-api)
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- [Robotics](#robotics)
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- [RPC Servers](#rpc-servers)
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- [Science](#science)
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- [Search](#search)
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- [Serialization](#serialization)
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- [Serverless Frameworks](#serverless-frameworks)
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- [Shell](#shell)
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- [Specific Formats Processing](#specific-formats-processing)
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- [Static Site Generator](#static-site-generator)
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- [Task Queues](#task-queues)
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- [Template Engine](#template-engine)
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- [Testing](#testing)
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- [Text Processing](#text-processing)
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- [URL Manipulation](#url-manipulation)
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- [Video](#video)
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- [Web Asset Management](#web-asset-management)
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- [Web Content Extracting](#web-content-extracting)
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- [Web Crawling](#web-crawling)
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- [Web Frameworks](#web-frameworks)
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- [WebSocket](#websocket)
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- [WSGI Servers](#wsgi-servers)
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- [Resources](#resources)
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- [Newsletters](#newsletters)
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- [Podcasts](#podcasts)
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- [Contributing](#contributing)
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---
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