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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. self-llm 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

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  3. happy-llm happy-llm Public

    📚 从零开始构建大模型

    Jupyter Notebook 29k 2.7k

  4. pumpkin-book pumpkin-book Public

    南瓜书:《机器学习》(西瓜书)公式详解

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  5. llm-cookbook llm-cookbook Public

    面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版

    Jupyter Notebook 23.8k 2.9k

  6. leedl-tutorial leedl-tutorial Public

    《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

    Jupyter Notebook 16.5k 3.1k

Repositories

Showing 10 of 198 repositories
  • hello-rocm Public

    AMD YES!

    datawhalechina/hello-rocm’s past year of commit activity
    Jupyter Notebook 33 Apache-2.0 7 0 0 Updated Apr 18, 2026
  • reasoning-kingdom Public

    🌟 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。

    datawhalechina/reasoning-kingdom’s past year of commit activity
    44 4 0 0 Updated Apr 18, 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 36 9 0 0 Updated Apr 17, 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

    datawhalechina/hello-agents’s past year of commit activity
    Python 38,123 4,520 60 36 Updated Apr 17, 2026
  • easy-langent Public

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

    datawhalechina/easy-langent’s past year of commit activity
    TypeScript 160 Apache-2.0 32 0 3 Updated Apr 17, 2026
  • self-harness Public

    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。

    datawhalechina/self-harness’s past year of commit activity
    Python 54 4 1 0 Updated Apr 16, 2026
  • musiclm-universe Public

    Music Language Model Generation, Optimization, and Practice

    datawhalechina/musiclm-universe’s past year of commit activity
    Jupyter Notebook 53 9 0 0 Updated Apr 16, 2026
  • fun-rec Public

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

    datawhalechina/fun-rec’s past year of commit activity
    Python 7,012 1,006 0 0 Updated Apr 16, 2026
  • .github Public
    datawhalechina/.github’s past year of commit activity
    1 1 0 0 Updated Apr 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!

    datawhalechina/hello-claw’s past year of commit activity
    JavaScript 1,782 182 1 0 Updated Apr 16, 2026

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