Datawhale

for the learner，和学习者一起成长

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README.md

Who we are?

Datawhale 是一个专注于AI领域的开源组织，成立于2018年，我们汇聚了一群有开源精神和探索精神的理想主义者，致力于分享最前沿的AI知识，改善学习环境，我们的价值观是：for the learner，和学习者一起成长。

Datawhale is an AI-focused open source organization founded in 2018. We bring together a group of idealists with an open-source ethos and a spirit of exploration, committed to sharing cutting-edge AI knowledge and improving the learning environment. Our core value is: for the learner, growing alongside learners.

Guide

不知道从哪里开始学的小白？	请看：《Datawhale人工智能培养方案》
你想在Datawhale发起一个开源项目？	请看：《Datawhale开源指南》
你想知道社区还有哪些待建设的课题？	请看：《Datawhale开源机遇清单》
你想参与贡献我们已有的开源项目？	请加微信：at-Sm1les

Contact us

WeChat：at-Sm1les

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Popular repositories Loading

hello-agents 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

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Repositories

Type Language Sort

members-visualization Public
🌟 Datawhale 贡献者可视化平台，在线地址：https://mv.datawhale.cc/

datawhalechina/members-visualization's past year of commit activity

Python 50 11 0 0 Updated Aug 19, 2026
deep-learning-notes Public
Personal deep learning study notes and tutorial-style notebooks

datawhalechina/deep-learning-notes's past year of commit activity

Python 645 33 1 0 Updated Aug 19, 2026
vibe-blog Public
Vibe-Blog is a multi-agent AI assistant that turns a single prompt into a 10,000-word technical article. It combines deep research, smart illustrations, Mermaid diagrams, code integration, and professional formatting to transform complex technologies into clear, engaging content, making daily long-form publishing effortless.

datawhalechina/vibe-blog's past year of commit activity

Python 250 60 60 3 Updated Aug 19, 2026
deepagents-in-action Public
📚 《Deep Agents 实战》—— LangChain 官方大使出品，基于 LangChain / LangGraph 生态，从零构建生产级 AI Agent 的完整指南

datawhalechina/deepagents-in-action's past year of commit activity

Astro 1,714 175 1 1 Updated Aug 19, 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

datawhalechina/diy-llm's past year of commit activity

Jupyter Notebook 1,222 124 0 0 Updated Aug 19, 2026
dive-into-embodied-ai Public
从零到一搭建一台具身智能机器人:深入强化学习、World-Model、VLA 等智能决策方法的工程落地,贯穿仿真环境、控制器、运动规划、感知系统等技能树模块,并在真实项目中跑通"决策—控制—感知"完整链路。

datawhalechina/dive-into-embodied-ai's past year of commit activity

Python 301 37 0 0 Updated Aug 19, 2026
easy-data-x-ai Public
《Easy Data x AI》是一门面向所有 AI 爱好者的数据与 AI 基础入门课程。通过双轨学习路径，从数据驱动视角学习构建 AI Agent。

datawhalechina/easy-data-x-ai's past year of commit activity

Python 108 35 0 0 Updated Aug 19, 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

datawhalechina/every-embodied's past year of commit activity

Python 3,260 327 9 0 Updated Aug 18, 2026
quant-for-beginners Public

datawhalechina/quant-for-beginners's past year of commit activity

Jupyter Notebook 503 MIT 76 1 2 Updated Aug 18, 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

datawhalechina/hello-robotics's past year of commit activity

Python 48 5 3 0 Updated Aug 18, 2026