Learning & Resources3030 projects

Master programming by recreating your favorite technologies from scratch.

😎 Awesome lists about all kinds of interesting topics

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.

A curated list of awesome Go frameworks, libraries and software

A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev

100+ AI Agent & RAG apps you can actually run — clone, customize, ship.

 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.

A collection of MCP servers.

A list of awesome beginners-friendly projects.

:octocat: A curated awesome list of lists of interview questions. Feel free to contribute! :mortar_board:

List of Computer Science courses with video lectures.

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

😮 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.

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.

Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1

:books: List of awesome university courses for learning Computer Science!

12 Lessons to Get Started Building AI Agents

A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows

🧑‍🏫 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!

The awesome collection of OpenClaw skills. 5,400+ skills filtered and categorized from the official OpenClaw Skills Registry.🦞

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

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.

Manually curated collection of resources for frontend web developers.

A curated list of awesome remote jobs and resources. Inspired by https://github.com/vinta/awesome-python

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

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

Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.

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.

深度学习经典、新论文逐段精读

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.

📚 从零开始构建大模型

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

Elevate your AI research writing, no more tedious polishing ✨

Use your macOS terminal shell to do awesome things.

😎 A curated list of awesome GitHub Profile which updates in real time

This repository contains the Hugging Face Agents Course.

:memo: An awesome Data Science repository to learn and apply for real world problems.

🎨 A curated list of delightful VS Code packages and resources.

A list of AI autonomous agents

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 awesome actions to use on GitHub

A curated collection of 1000+ agent skills from official dev teams and the community, compatible with Claude Code, Codex, Gemini CLI, Cursor, and more.

😱 Falsehoods Programmers Believe in

A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

:scream: A curated list of amazingly awesome OSINT

Useful resources for creating apps with Electron [SUBMISSIONS ARE TEMPORARILY PAUSED BECAUSE I'M TIRED OF REVIEWING LOW-QUALITY STUFF]

Awesome-LLM: a curated list of Large Language Model

A curated list of awesome warez and piracy links

A collection of awesome penetration testing resources, tools and other shiny things

A list of free LLM inference resources accessible via API.

The most cited deep learning papers

A collaborative list of awesome Swift libraries and resources. Feel free to contribute!

南瓜书：《机器学习》（西瓜书）公式详解

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

🐧 A list of awesome Linux softwares

💅🏻 ⚒ A collection of awesome design systems

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

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.

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.

🐬 A collection of awesome resources for the Flipper Zero device.

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

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)

A collection of 100+ specialized Claude Code subagents covering a wide range of development use cases

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

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。

✅（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】

100-Days-Of-ML-Code中文版

Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

✅ Curated list of resources for developers

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.

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

A collection of awesome .NET libraries, tools, frameworks and software

List of ngrok, Cloudflare Tunnel, Tailscale, and ZeroTier alternatives and other tunneling software and services. Focus on self-hosting.

:honeybee: A collection of awesome .NET core libraries, tools, frameworks and software

🆓免费的 ChatGPT 镜像网站列表，持续更新。List of free ChatGPT mirror sites, continuously updated.

A curated list of awesome READMEs

Collections of awesome neovim plugins.

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

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

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

A curated list of awesome things related to shadcn/ui.

🖥 📊 🕹 🛠 A curated list of command line apps

Awesome list of open-source startup alternatives to well-known SaaS products 🚀

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.

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 curated list of awesome applications, softwares, tools and shiny things for macOS.

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

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.

深度学习入门教程, 优秀文章, Deep Learning Tutorial

PyTorch implementations of Generative Adversarial Networks.

📺 Discover the latest machine learning / AI courses on YouTube.

⚡️ A curated list of awesome things related to Vite.js

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

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

《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.

[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

Machine learning, in numpy

:satellite: Simple and ready-to-use tutorials for TensorFlow

Oxford Deep NLP 2017 course

A curated list of awesome mathematics resources

Companion webpage to the book "Mathematics For Machine Learning"

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 Artificial Intelligence (AI) courses, books, video lectures and papers.

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

Awesome list of GraphQL

😎 Awesome things related to Tailwind CSS

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.

Creative Coding: Generative Art, Data visualization, Interaction Design, Resources.

A curated list of free public APIs — searchable, community-maintained, with a free JSON API.

Free MLOps course from DataTalks.Club

Natural Language Processing Tutorial for Deep Learning Researchers

Your new Mentor for Data Science E-Learning.

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

Python Implementation of Reinforcement Learning: An Introduction

[Lumina具身智能社区] 具身智能技术指南 Embodied-AI-Guide

⚙️ 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 theoretical reconstruction of the Claude Mythos architecture, built from first principles using the available research literature.

A collection of awesome software, libraries, documents, books, resources and cools stuffs about security.

A curated list of awesome big data frameworks, ressources and other awesomeness.

:city_sunrise: A collection of links for free stock photography, video and Illustration websites

💎 A collection of awesome Ruby libraries, tools, frameworks and software

:gem: A curated list of awesome Competitive Programming, Algorithm and Data Structure resources

A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows — particularly Claude Code

:books: Find your next book to read!

A curated list of references for MLOps

Defund the Police.

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

Must-watch videos about javascript

🐶 A curated list of Web Security materials and resources.

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

A collection of projects showcasing RAG, agents, workflows, and other AI use cases

机器学习相关教程

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

🍌 World's largest Nano Banana Pro prompt library — 10,000+ curated prompts with preview images, 16 languages. Google Gemini AI image generation. Free & open source.

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

🔥Highlighting the top ML papers every week.

The "Python Machine Learning (1st edition)" book code repository and info resource

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

Pocket Flow: Codebase to Tutorial

A collection of resources and papers on Diffusion Models

A curated list of modern Generative Artificial Intelligence projects and services

The official GitHub page for the survey paper "A Survey of Large Language Models".

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

modest natural-language processing

AI绘画资料合集（包含国内外可使用平台、使用教程、参数教程、部署教程、业界新闻等等） Stable diffusion、AnimateDiff、Stable Cascade 、Stable SDXL Turbo

This repository contains demos I made with the Transformers library by HuggingFace.

ChatGPT 中文指南🔥，ChatGPT 中文调教指南，指令指南，应用开发指南，精选资源清单，更好的使用 chatGPT 让你的生产力 up up up! 🚀

Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。

Free ways to dive into machine learning with Python and Jupyter Notebook. Notebooks, courses, and other links. (First posted in 2016.)

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

A curated list of deep learning resources for computer vision

Minimal and clean examples of machine learning algorithms implementations

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course