Repositories list

• key-book

  Public
  《机器学习理论导引》（宝箱书）的证明、案例、概念补充与参考文献讲解。

  machine-learningtutorialcourse+ 3

  machine-learningtutorialcoursedeep-learningartificial-intelligencetheoretical-machine-learning

  Jupyter Notebook

  •

  Other

  •189189 forks•1.7k1.7k stars•88 issues•00 pull requests•Updated Apr 26, 2026Apr 26, 2026

• Path2AGI

  Public

  datawhalechina/Path2AGI’s past year of commit activity
  从基础学科到通用人工智能 - 跨学科知识图谱

  2828 forks•142142 stars•00 issues•11 pull request•Updated Apr 26, 2026Apr 26, 2026

• members-visualization

  Public

  datawhalechina/members-visualization’s past year of commit activity
  🌟 Datawhale 贡献者可视化平台，在线地址：https://mv.datawhale.cc/

  visualizationorganizationcontribution-graph+ 2

  visualizationorganizationcontribution-graphinteresting-ideasdatawhale

  Python

  •99 forks•3636 stars•00 issues•00 pull requests•Updated Apr 25, 2026Apr 25, 2026

• hello-rocm

  Public
  AMD YES!

  Jupyter Notebook

  •

  Apache License 2.0

  •88 forks•4242 stars•00 issues•00 pull requests•Updated Apr 25, 2026Apr 25, 2026

• hello-agents

  Public
  📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

  agenttutorialrag+ 1

  agenttutorialragllm

  Python

  •

  Other

  •4.9k4.9k forks•41k41k stars•6363 issues•3838 pull requests•Updated Apr 25, 2026Apr 25, 2026

• reasoning-kingdom

  Public

  datawhalechina/reasoning-kingdom’s past year of commit activity
  🌟 推理王国：关于 AI 推理机制的思想实验手册。从信息论、符号逻辑与表示学习出发，系统剖析大模型“智能”的本质。

  machine-learningalgorithmai+ 4

  machine-learningalgorithmaideep-learningtextbookreasoningllm

  66 forks•5151 stars•00 issues•00 pull requests•Updated Apr 25, 2026Apr 25, 2026

• self-harness

  Public

  datawhalechina/self-harness’s past year of commit activity
  本项目是关于Harness Engineering的开源教程，旨在帮助开发者理解和掌握在大模型时代，如何为复杂、长时间运行的 AI 智能体（Agent）构建健壮的底层运行架构。

  Python

  •99 forks•7575 stars•11 issue•00 pull requests•Updated Apr 25, 2026Apr 25, 2026

• easy-vibe

  Public
  💻 vibe coding 2026 | Your first modern programming course for beginners to master step by step.

  agentworkflowtutorial+ 17

  agentworkflowtutorialprogrammingcourseaimcpnextjsvscodecoding+ 10

  JavaScript

  •690690 forks•6.8k6.8k stars•1212 issues•22 pull requests•Updated Apr 25, 2026Apr 25, 2026

• torch-rechub

  Public
  A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.

  deep-learningpytorchrecommendation-system+ 11

  deep-learningpytorchrecommendation-systemrecsysrecommendation-enginerecommender-systemrecommendation-algorithmsctr-predictiononnxnpu+ 4

  Jupyter Notebook

  •

  MIT License

  •139139 forks•1.1k1.1k stars•66 issues•11 pull request•Updated Apr 24, 2026Apr 24, 2026

• hello-generic-agent

  Public

  datawhalechina/hello-generic-agent’s past year of commit activity
  📚 《Generic Agent使用指南》——轻松上手自进化智能体，从基础调用到高级技巧全覆盖

  1919 forks•242242 stars•44 issues•00 pull requests•Updated Apr 24, 2026Apr 24, 2026

• self-llm

  Public
  《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

  lorallmchatglm+ 10

  lorallmchatglmqwenchatglm3internlm2minicpmqwen2qwen1-5glm-4+ 3

  Jupyter Notebook

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  Apache License 2.0

  •3k3k forks•30k30k stars•153153 issues•00 pull requests•Updated Apr 24, 2026Apr 24, 2026

• wow-fullstack

  Public
  wow-fullstack，令人惊叹的全栈开发教程

  wowtypescriptelement+ 2

  wowtypescriptelementvue3fastapi

  TypeScript

  •4747 forks•258258 stars•11 issue•1717 pull requests•Updated Apr 24, 2026Apr 24, 2026

• diy-llm

  Public
  🎓 系统性大语言模型构建课程｜🛠️ 覆盖预训练数据工程、Tokenizer、Transformer、MoE、GPU 编程 (CUDA/Triton)、分布式训练、Scaling Laws、推理优化及对齐 (SFT/RLHF/GRPO)｜🚀 6 个渐进式作业 + 代码驱动，建立 LLM 全栈认知体系

  nlptransformertriton+ 4

  nlptransformertritonrlgpu-programmingsftllm

  Jupyter Notebook

  •7676 forks•642642 stars•11 issue•00 pull requests•Updated Apr 24, 2026Apr 24, 2026

• pumpkin-book

  Public
  南瓜书：《机器学习》（西瓜书）公式详解

  machine-learningbookpumpkin-book

  machine-learningbookpumpkin-book

  Other

  •4.8k4.8k forks•26k26k stars•55 issues•44 pull requests•Updated Apr 22, 2026Apr 22, 2026

• statistical-learning-method-solutions-manual

  Public
  机器学习方法习题解答，在线阅读地址：https://datawhalechina.github.io/statistical-learning-method-solutions-manual

  machine-learningstatistical-learning-method

  machine-learningstatistical-learning-method

  Jupyter Notebook

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  Other

  •253253 forks•2.1k2.1k stars•33 issues•99 pull requests•Updated Apr 22, 2026Apr 22, 2026

• every-embodied

  Public
  仅需Python基础，从0构建自己的具身智能机器人；从0逐步构建VLA/OpenVLA/SmolVLA/Pi0， 深入理解具身智能

  embodied-agentembodied-aiembodied-intelligence+ 3

  embodied-agentembodied-aiembodied-intelligenceopenvlavision-language-action-modelsmolvla

  Python

  •

  Other

  •169169 forks•1.6k1.6k stars•55 issues•00 pull requests•Updated Apr 22, 2026Apr 22, 2026

• ai-wiki

  Public
  AI-Wiki：AI开发者全景式工具与资源导航

  00 forks•33 stars•00 issues•00 pull requests•Updated Apr 22, 2026Apr 22, 2026

• base-llm

  Public
  从 NLP 到 LLM 的算法全栈教程，在线阅读地址：https://datawhalechina.github.io/base-llm/

  pythonnlplinux+ 13

  pythonnlplinuxdockertutorialpytorchtransformerrnnllamadeeplearning+ 6

  Jupyter Notebook

  •7171 forks•703703 stars•00 issues•00 pull requests•Updated Apr 22, 2026Apr 22, 2026

• easy-langent

  Public
  📚“langent”由“lang”与“agent”合并而来的学习教程

  agentai-agentslangchain+ 1

  agentai-agentslangchainlanggraph

  TypeScript

  •

  Apache License 2.0

  •4242 forks•197197 stars•11 issue•33 pull requests•Updated Apr 22, 2026Apr 22, 2026

• joyrl-book

  Public
  Jupyter Notebook

  •3939 forks•291291 stars•22 issues•00 pull requests•Updated Apr 21, 2026Apr 21, 2026

• llm-algo-leetcode

  Public
  Jupyter Notebook

  •44 forks•1818 stars•00 issues•22 pull requests•Updated Apr 21, 2026Apr 21, 2026

• algo-vis

  Public
  算法可视化模型，基于已有的模型做可视化推理，帮助更好的理解

  TypeScript

  •55 forks•1818 stars•00 issues•11 pull request•Updated Apr 21, 2026Apr 21, 2026

• easy-pocket

  Public
  PocketFlow from 0 to 1 ｜ 100 行代码构建所有 LLM 应用 ｜ 首个 PocketFlow 交互式教程 ｜ 光速掌握智能体开发实战

  datawhalellm-agentagentic-workflow+ 4

  datawhalellm-agentagentic-workflowagent-developmentagentic-aipocketflowagent-deployment

  33 forks•2626 stars•00 issues•00 pull requests•Updated Apr 21, 2026Apr 21, 2026

• musiclm-universe

  Public
  Music Language Model Generation, Optimization, and Practice

  Jupyter Notebook

  •99 forks•5555 stars•00 issues•00 pull requests•Updated Apr 20, 2026Apr 20, 2026

• fun-rec

  Public
  推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

  machine-learningdeep-learningtensorflow+ 5

  machine-learningdeep-learningtensorflowrecommender-systeminterview-questionsrecommendation-algorithmsalgorithm-engineeringtianchi-competition

  Python

  •1k1k forks•7k7k stars•22 issues•00 pull requests•Updated Apr 16, 2026Apr 16, 2026

• .github

  Public
  11 fork•11 star•00 issues•00 pull requests•Updated Apr 16, 2026Apr 16, 2026

• hello-claw

  Public
  哈喽！龙虾 🙋‍♀️ Adopt from scratch and build your first claw 🦞 来领养你的第一只龙虾！

  tutorialaiskills+ 6

  tutorialaiskillspersonalassistantown-your-datallmopenclawclawuhub

  JavaScript

  •193193 forks•1.9k1.9k stars•11 issue•00 pull requests•Updated Apr 16, 2026Apr 16, 2026

• anycli

  Public
  Built for agents,A CLI-native platform,CLI registration & indexing platform

  TypeScript

  •00 forks•44 stars•00 issues•00 pull requests•Updated Apr 15, 2026Apr 15, 2026

• hello-robotics

  Public
  hello-robotics 将基于 G2 与 Isaac 打造一套全流程机器人仿真实践教程平台，覆盖搭建、感知、建图定位导航、抓取操作及大模型决策，同时可以用于前沿算法的实践验证

  00 forks•11 star•11 issue•00 pull requests•Updated Apr 14, 2026Apr 14, 2026

• happy-figure

  Public
  🎨 把时间还给逻辑，用 AI 绘就你的科研故事

  Other

  •22 forks•6868 stars•00 issues•00 pull requests•Updated Apr 14, 2026Apr 14, 2026