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@ -4,6 +4,90 @@ An opinionated guide to the best Python frameworks, libraries, tools, and resour
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**Visit the [website](https://awesome-python.com/) to search and filter projects more easily.**
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## Table of Contents
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- [Sponsors](#sponsors)
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- [Categories](#categories)
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- [Projects](#projects)
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- [AI and Agents](#ai-and-agents)
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- [Deep Learning](#deep-learning)
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- [Machine Learning](#machine-learning)
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- [Natural Language Processing](#natural-language-processing)
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- [Computer Vision](#computer-vision)
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- [Recommender Systems](#recommender-systems)
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- [Web Frameworks](#web-frameworks)
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- [Web APIs](#web-apis)
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- [Web Servers](#web-servers)
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- [WebSocket](#websocket)
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- [Template Engines](#template-engines)
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- [Web Asset Management](#web-asset-management)
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- [Authentication](#authentication)
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- [Admin Panels](#admin-panels)
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- [CMS](#cms)
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- [Static Site Generators](#static-site-generators)
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- [HTTP Clients](#http-clients)
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- [Web Scraping](#web-scraping)
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- [Email](#email)
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- [ORM](#orm)
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- [Database Drivers](#database-drivers)
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- [Database](#database)
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- [Caching](#caching)
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- [Search](#search)
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- [Serialization](#serialization)
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- [Data Analysis](#data-analysis)
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- [Data Ingestion / ETL](#data-ingestion-etl)
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- [Data Validation](#data-validation)
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- [Data Visualization](#data-visualization)
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- [Geolocation](#geolocation)
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- [Science](#science)
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- [Quantum Computing](#quantum-computing)
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- [Algorithms and Design Patterns](#algorithms-and-design-patterns)
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- [Interactive Interpreter](#interactive-interpreter)
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- [Code Analysis](#code-analysis)
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- [Testing](#testing)
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- [Debugging Tools](#debugging-tools)
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- [Build Tools](#build-tools)
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- [Documentation](#documentation)
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- [DevOps Tools](#devops-tools)
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- [Distributed Computing](#distributed-computing)
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- [Task Queues](#task-queues)
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- [Messaging](#messaging)
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- [Job Schedulers](#job-schedulers)
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- [Logging](#logging)
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- [Network Virtualization](#network-virtualization)
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- [CLI Development](#cli-development)
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- [CLI Tools](#cli-tools)
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- [GUI Development](#gui-development)
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- [Text Processing](#text-processing)
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- [HTML Manipulation](#html-manipulation)
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- [File Format Processing](#file-format-processing)
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- [File Manipulation](#file-manipulation)
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- [Image Processing](#image-processing)
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- [Audio & Video Processing](#audio-video-processing)
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- [Game Development](#game-development)
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- [Implementations](#implementations)
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- [Built-in Classes Enhancement](#built-in-classes-enhancement)
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- [Functional Programming](#functional-programming)
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- [Asynchronous Programming](#asynchronous-programming)
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- [Date and Time](#date-and-time)
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- [Environment Management](#environment-management)
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- [Package Management](#package-management)
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- [Package Repositories](#package-repositories)
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- [Distribution](#distribution)
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- [Configuration Files](#configuration-files)
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- [Cryptography](#cryptography)
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- [Penetration Testing](#penetration-testing)
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- [Web Security](#web-security)
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- [Hardware](#hardware)
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- [Microsoft Windows](#microsoft-windows)
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- [Miscellaneous](#miscellaneous)
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- [Resources](#resources)
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- [Newsletters](#newsletters)
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- [Podcasts](#podcasts)
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- [Websites](#websites)
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- [Contributing](#contributing)
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## **Sponsors**
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> The **#10 most-starred repo on GitHub**. Put your product in front of Python developers. [Become a sponsor](SPONSORSHIP.md).
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