Learning & Resources3640 projects
A curated leaderboard of learning and educational resources on GitHub, including Awesome lists, coding tutorials, AI/ML guides, and learning roadmaps.
Master programming by rebuilding classic technologies like SQLite, Git, and Redis from scratch. The most popular coding learning project on GitHub with 524K+ Stars, perfect for developers who want deep systems understanding.
The original Awesome list — curated collections of the best resources across every topic. More than bookmarks, it's the golden gateway for developers discovering quality tools, frameworks, and learning materials.
A list of Free Software network services and web applications which can be hosted on your own servers
A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more.
computer-science (⭐205K+), is a leading open-source project in Learning & Resources, built with HTML, focusing on awesome list, with computer science capabilities, a benchmark project in its domain, ideal for open_source AI development workflows.
awesome-go (⭐177K+), is a leading open-source project in Learning & Resources, built with Go, focusing on awesome, with awesome list capabilities, a benchmark project in its domain, ideal for open_source AI development workflows.
Java 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发
100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.
A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev
30-seconds-of-code (⭐128K+), is a leading open-source project in Learning & Resources, built with JavaScript, focusing on astro, with awesome list capabilities, a benchmark project in its domain, ideal for open_source AI development workflows.
21 Lessons, Get Started Building with Generative AI
This project is dedicated to collecting high-quality macOS software and organizing them systematically by different categories for easy search and use.
A collection of DESIGN.md files analysis by popular brand design systems. Drop one into your project and let coding agents generate a matching UI.
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
app-ideas (⭐95.5K), is a leading open-source project in Learning & Resources, built with AI, focusing on applications, with coding capabilities, a benchmark project in its domain, ideal for open_source AI development workflows.
awesome-mcp-servers (⭐90.6K), is a leading open-source project in Learning & Resources, built with AI, focusing on ai, with mcp capabilities, a benchmark project in its domain, ideal for open_source AI development workflows.
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
awesome-for-beginners (⭐87.3K), is a leading open-source project in Learning & Resources, built with AI, focusing on awesome, with awesome list capabilities, a benchmark project in its domain, ideal for open_source AI development workflows.
:octocat: A curated awesome list of lists of interview questions. Feel free to contribute! :mortar_board:
cs-video-courses (⭐82.3K), is a leading open-source project in Learning & Resources, built with AI, focusing on algorithms, with bioinformatics capabilities, a benchmark project in its domain, ideal for open_source AI development workflows.
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
《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。
😮 Core Interview Questions & Answers For Experienced Java(Backend) Developers | 互联网 Java 工程师进阶知识完全扫盲：涵盖高并发、分布式、高可用、微服务、海量数据处理等领域知识
A collection of awesome things regarding React ecosystem
A curated list of awesome Machine Learning frameworks, libraries and software.
Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1
awesome-scalability (⭐72.3K), is a leading open-source project in Learning & Resources, built with AI, focusing on architecture, with awesome capabilities, a benchmark project in its domain, ideal for open_source AI development workflows.
A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.
A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows
📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程
18 Lessons to Get Started Building AI Agents
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
:books: List of awesome university courses for learning Computer Science!
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
:zap: Delightful Node.js packages and resources [BECAUSE OF TOO MUCH SPAM AND LOW-QUALITY SUBMISSIONS, SUBMISSIONS ARE PAUSED UNTIL JULY]
ChatGPT 中文调教指南。各种场景使用指南。学习怎么让它听你的话。
An awesome list that curates the best Flutter libraries, tools, tutorials, articles and more.
A list of cool features of Git and GitHub.
🧠「大模型」2小时完全从0训练64M的小参数LLM！Train a 64M-parameter LLM from scratch in just 2h!
A hand-picked collection of the finest of resources for the most awesome of agents, Claude Code, the undisputed champion of coding companions, from the unstoppable team at Anthropic PBC. A delectable showcase of top tier skills, ambidextrous agents, scintillating status lines, top notch developer tooling, and also we have plugins
The awesome collection of OpenClaw skills. 5,400+ skills filtered and categorized from the official OpenClaw Skills Registry.🦞
100 Days of ML Coding
Learn how to develop, deploy and iterate on production-grade ML applications.
A curated list of awesome frameworks, libraries and software for the Java programming language.
A curated list of software and architecture related design patterns.
Curated List of React Components & Libraries.
A curated list of awesome remote jobs and resources. Inspired by https://github.com/vinta/awesome-python
Manually curated collection of resources for frontend web developers.
Learn it. Build it. Ship it for others.
Awesome Docker Compose samples
List of top 500 ReactJS Interview Questions & Answers....Coding exercise questions are coming soon!!
The best design tools and plugins for everything 👉
📄 Configuration files that enhance Cursor AI editor experience with custom rules and behaviors
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Integrate the DeepSeek API into popular software
Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.
吴恩达老师的机器学习课程个人笔记
A curated list of awesome command-line frameworks, toolkits, guides and gizmos. Inspired by awesome-php.
Anthropic's Interactive Prompt Engineering Tutorial
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
:whale: A curated list of Docker resources and projects
Linux命令大全搜索工具，内容包含Linux命令手册、详解、学习、搜集。https://git.io/linux
10 Weeks, 20 Lessons, Data Science for All!
500 AI Machine learning Deep learning Computer vision NLP Projects with code
Awesome React Native components, news, tools, and learning material!
A curated and opinionated list of resources for Chief Technology Officers, with the emphasis on startups
A curated list of amazingly awesome open-source sysadmin resources.
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
🥇掘金翻译计划，可能是世界最大最好的英译中技术社区，最懂读者和译者的翻译平台：
《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码
深度学习经典、新论文逐段精读
📚 从零开始构建大模型
Elevate your AI research writing, no more tedious polishing ✨
PyTorch Tutorial for Deep Learning Researchers
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
A community collection of OpenClaw use cases for making life easier.
《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程
Roadmap to becoming an Artificial Intelligence Expert in 2022
Use your macOS terminal shell to do awesome things.
This repository contains the Hugging Face Agents Course.
😎 A curated list of awesome GitHub Profile which updates in real time
A curated collection of 1000+ agent skills from official dev teams and the community, compatible with Claude Code, Codex, Gemini CLI, Cursor, and more.
:memo: An awesome Data Science repository to learn and apply for real world problems.
A list of free LLM inference resources accessible via API.
A list of AI autonomous agents
🎨 A curated list of delightful VS Code packages and resources.
A curated list of awesome Deep Learning tutorials, projects and communities.
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
A curated list of awesome actions to use on GitHub
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
:scream: A curated list of amazingly awesome OSINT
😱 Falsehoods Programmers Believe in
Awesome-LLM: a curated list of Large Language Model
Useful resources for creating apps with Electron [SUBMISSIONS ARE TEMPORARILY PAUSED BECAUSE I'M TIRED OF REVIEWING LOW-QUALITY STUFF]
A curated list of awesome warez and piracy links
A collection of awesome penetration testing resources, tools and other shiny things
deep learning for image processing including classification and object-detection etc.
A collaborative list of awesome Swift libraries and resources. Feel free to contribute!
The most cited deep learning papers
南瓜书：《机器学习》（西瓜书）公式详解
💅🏻 ⚒ A collection of awesome design systems
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
🐧 A list of awesome Linux softwares
Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics
本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
280+ free n8n automation templates — ready-to-use workflows for Gmail, Telegram, Slack, Discord, WhatsApp, Google Drive, Notion, OpenAI, and more. AI agents, RAG chatbots, email automation, social media, DevOps, and document processing. The largest open-source n8n template collection.
面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版
A gallery that showcases on-device ML/GenAI use cases and allows people to try and use models locally.
🐬 A collection of awesome resources for the Flipper Zero device.
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
A curated list of awesome computer vision resources
A curated collection of fun and creative examples generated with Nano Banana & Nano Banana Pro🍌, Gemini-2.5-flash-image based model. We also release Nano-consistent-150K openly to support the community's development of image generation and unified models(click to website to see our blog)
✅（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】
Learn OpenCV : C++ and Python Examples
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
CVPR 2026 论文和开源项目合集
整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。
Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.
100-Days-Of-ML-Code中文版
Self-Hosting Guide. Learn all about locally hosting (on premises & private web servers) and managing software applications by yourself or your organization. Including Cloud, LLMs, WireGuard, Automation, Home Assistant, and Networking.
✅ Curated list of resources for developers
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Best Practices on Recommendation Systems
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
List of ngrok, Cloudflare Tunnel, Tailscale, and ZeroTier alternatives and other tunneling software and services. Focus on self-hosting.
A collection of awesome .NET libraries, tools, frameworks and software
:honeybee: A collection of awesome .NET core libraries, tools, frameworks and software
A curated list of awesome READMEs
Collections of awesome neovim plugins.
🆓免费的 ChatGPT 镜像网站列表，持续更新。List of free ChatGPT mirror sites, continuously updated.
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
互联网公司技术架构，微信/淘宝/微博/腾讯/阿里/美团点评/百度/OpenAI/Google/Facebook/Amazon/eBay的架构，欢迎PR补充
🎓 Um caminho para a educação autodidata em Ciência da Computação!
Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.
A curated list of awesome things related to shadcn/ui.
🖥 📊 🕹 🛠 A curated list of command line apps
VIP cheatsheets for Stanford's CS 229 Machine Learning
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
List of Golang books
An AI-powered research assistant that performs iterative, deep research on any topic by combining search engines, web scraping, and large language models. The goal of this repo is to provide the simplest implementation of a deep research agent - e.g. an agent that can refine its research direction overtime and deep dive into a topic.
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
Awesome list of open-source startup alternatives to well-known SaaS products 🚀
Awesome Privacy - A curated list of services and alternatives that respect your privacy because PRIVACY MATTERS.
邱锡鹏《神经网络与深度学习》（蒲公英书）理论书 v2 与通识版
A collection of simple python mini projects to enhance your python skills
A curated list of awesome applications, softwares, tools and shiny things for macOS.
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
💻 The first course for AI-native product builders.
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享 OpenClaw 保姆级教程、大模型玩法（DeepSeek / GPT / Gemini / Claude / GLM）、最新 AI 资讯、Prompt 提示词大全、AI 知识百科（Agent Skills / RAG / MCP / A2A）、AI 编程教程（Harness Engineering）、AI 工具用法（Cursor / Claude Code / TRAE / Codex / Copilot）、AI 开发框架教程（Spring AI / LangChain）、AI 产品变现指南，帮你快速掌握 AI 技术，走在时代前沿。本项目为开源文档 aiguide，已升级为鱼皮 AI 导航网站
machine learning and deep learning tutorials, articles and other resources
:sparkles::sparkles:Latest Advances on Multimodal Large Language Models
💿 Free software that works great, and also happens to be open-source Python.
:mortar_board: All things Vim!
A collection of ZSH frameworks, plugins, themes and tutorials.
ai副业赚钱大集合，教你如何利用ai做一些副业项目，赚取更多额外收益。The Ultimate Guide to Making Money with AI Side Hustles: Learn how to leverage AI for some cool side gigs and rake in some extra cash. Check out the English version for more insights.
Code samples for my book "Neural Networks and Deep Learning"
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
Chrome Extensions Samples
深度学习入门教程, 优秀文章, Deep Learning Tutorial
Sample code and notebooks for Generative AI on Google Cloud, with Gemini Enterprise Agent Platform
PyTorch implementations of Generative Adversarial Networks.
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
📺 Discover the latest machine learning / AI courses on YouTube.
⚡️ A curated list of awesome things related to Vite.js
[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)
《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
📝 A curated list of awesome Raspberry Pi tools, projects, images and resources
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Machine learning, in numpy
:satellite: Simple and ready-to-use tutorials for TensorFlow
A curated list of awesome mathematics resources
Oxford Deep NLP 2017 course
Companion webpage to the book "Mathematics For Machine Learning"
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5
A curated list of free public APIs — searchable, community-maintained, with a free JSON API.
[Lumina具身智能社区] 具身智能技术指南 Embodied-AI-Guide
Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang
Creative Coding: Generative Art, Data visualization, Interaction Design, Resources.
The Self-hosted AI Starter Kit is an open-source template that quickly sets up a local AI environment. Curated by n8n, it provides essential tools for creating secure, self-hosted AI workflows.
😎 Awesome things related to Tailwind CSS
Awesome list of GraphQL
Free MLOps course from DataTalks.Club
Your new Mentor for Data Science E-Learning.
Natural Language Processing Tutorial for Deep Learning Researchers
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
A theoretical reconstruction of the Claude Mythos architecture, built from first principles using the available research literature.
Python Implementation of Reinforcement Learning: An Introduction
A collection of awesome software, libraries, documents, books, resources and cools stuffs about security.
⚙️ A curated list of static analysis (SAST) tools and linters for all programming languages, config files, build tools, and more. The focus is on tools which improve code quality.
A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows — particularly Claude Code
强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/
A curated list of awesome big data frameworks, ressources and other awesomeness.
Source: GitHub API · Curated · Realtime