python
499 repositories with 10k+ stars are tagged python. Showing the top 100.
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Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
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The definitive list that answers "I want to do X in Python, which tool should I use?"
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Curated list of project-based tutorials
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All Algorithms implemented in Python
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An Open Source Machine Learning Framework for Everyone
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AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
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:octocat: 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.
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🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
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Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.
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100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.
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The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. The fastest local inference engine in the world.
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利用 AI 大模型和自动化工作流，根据主题或关键词一键生成高清短视频。Generate HD short videos from a topic or keyword with an automated AI workflow.
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Open-source Python library for AI browser agents, plus Browser Use Cloud: stealth browsers and a hosted agent API.
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Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
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Tensors and Dynamic neural networks in Python with strong GPU acceleration
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FastAPI framework, high performance, easy to learn, fast to code, ready for production
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Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
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Hunt down social media accounts by username across social networks
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12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
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:house_with_garden: Open source home automation that puts local control and privacy first.
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🕷️ A Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev
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Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key.
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Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions
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An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
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Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows.
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《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
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Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1
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Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.
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The 30 Days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than 100 days. Follow your own pace. These videos may help too: https://www.youtube.com/channel/UC7PNRuno1rzYPb1xLa4yktw
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Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
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Apache Superset is a Data Visualization and Data Exploration Platform
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Learn AI Engineering! Learn it. Build it. Ship it for others.
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Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com.
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World's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge files. Turn your AI coding assistant into a full video production studio.
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A coding agent for open models like Kimi K3 and GLM 5.3
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scikit-learn: machine learning in Python
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The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.
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localstack/localstackArchived💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline
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Iconic font aggregator, collection, & patcher. 3,600+ icons, 50+ patched fonts: Hack, Source Code Pro, more. Glyph collections: Font Awesome, Material Design Icons, Octicons, & more
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Scrapy, a fast high-level web crawling & scraping framework for Python.
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⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。
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《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀
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Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
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Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
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🔥🔥🔥 Open-source Jira, Linear, Monday, and ClickUp alternative. Plane is a modern project management platform to manage tasks, sprints, docs, and triage.
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Clone a voice in 5 seconds to generate arbitrary speech in real-time
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The best-benchmarked open-source AI memory system. And it's free.
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Rich is a Python library for rich text and beautiful formatting in the terminal.
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The world's simplest facial recognition api for Python and the command line
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LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)
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Free, open source crypto trading bot
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AntonOsika/gpt-engineerArchivedCLI platform to experiment with codegen. Precursor to: https://lovable.dev
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We write your reusable computer vision tools. 💜
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🚀 Awesome list of open source applications for macOS. https://t.me/s/opensourcemacosapps
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Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
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Python Data Science Handbook: full text in Jupyter Notebooks
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An extremely fast Python linter and code formatter, written in Rust.
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Learn how to develop, deploy and iterate on production-grade ML applications.
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Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.
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Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps
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坚持分享 GitHub 上高质量、有趣实用的开源技术教程、开发者工具、编程网站、技术资讯。A list cool, interesting projects of GitHub.
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Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
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🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
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Streamlit — A faster way to build and share data apps.
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Full-stack web application template with FastAPI, React, SQLModel, PostgreSQL, Vite, Tailwind CSS, shadcn/ui, FastAPI Cloud, and Docker Compose.
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An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.
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Developer-first error tracking and performance monitoring
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Apache Spark - A unified analytics engine for large-scale data processing
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Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
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Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
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TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
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AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨
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A community-maintained Python framework for creating mathematical animations.
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Free and Open Source Enterprise Resource Planning (ERP)
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:hedgehog: PostHog is the leading platform for building self-driving products. Our developer tools – AI observability, analytics, session replay, flags, experiments, error tracking, logs, and more – capture all the context agents need to diagnose problems, uncover opportunities, and ship fixes. Steer it all from Slack, web, desktop, or the MCP.
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VoxCPM2: Tokenizer-Free TTS for Multilingual Speech Generation, Creative Voice Design, and True-to-Life Cloning
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🕵️♂️ Collect a dossier on a person by username from 6K websites