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@datawhalechina

Datawhale

for the learner,和学习者一起成长
 
 

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

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  1. 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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  2. happy-llm happy-llm Public

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  4. pumpkin-book pumpkin-book Public

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  5. llm-cookbook llm-cookbook Public

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    💻 vibe coding 2026 | Your First Modern Coding course beginners to master step by step.

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Repositories

Showing 10 of 216 repositories
  • 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。

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    Python 83 30 11 (6 issues need help) 0 Updated Jul 27, 2026
  • 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 49 11 0 0 Updated Jul 27, 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 154 19 0 0 Updated Jul 26, 2026
  • vibe-blog Public

    Vibe-Blog是一个基于Multi-Agent 架构的万字长文技术博客生成AI助手,支持深度调研、智能配图、Mermaid 图表、代码集成、专业排版的各种专业技术博客写作中所需要的能力, 真正做到了 "输入一句话, 一键输出图文混合的万字技术长文, 轻轻松松做到日更万字长文技术博客",将晦涩的技术知识转化为通俗易懂的科普文章,让每个人都能轻松理解复杂技术,在 AI 时代扬帆起航.

    datawhalechina/vibe-blog's past year of commit activity
    Python 241 60 63 4 Updated Jul 26, 2026
  • hello-gpu Public

    Hello GPU:从 AMD GPU 架构、ROCm 工具链到 HIP/Triton 算子优化与单卡推理性能分析的实战教程。

    datawhalechina/hello-gpu's past year of commit activity
    Python 39 9 2 0 Updated Jul 26, 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

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    Python 2,886 285 9 0 Updated Jul 25, 2026
  • learn-world-model Public

    Learn everything about world model

    datawhalechina/learn-world-model's past year of commit activity
    TypeScript 329 23 0 0 Updated Jul 25, 2026
  • llm-algo-leetcode Public

    LLM algorithm practice lab with theory, solutions, and test cases.《大模型算法与系统教程》面向大模型入门到进阶的算法实战教程,覆盖原理讲解、答案解析、测试用例与 CUDA/Triton 实战。

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    Jupyter Notebook 386 51 11 4 Updated Jul 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

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    Jupyter Notebook 1,077 115 0 1 Updated Jul 24, 2026
  • torch-rechub Public

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

    datawhalechina/torch-rechub's past year of commit activity
    Jupyter Notebook 1,188 MIT 155 5 (1 issue needs help) 2 Updated Jul 23, 2026

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