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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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  3. self-llm self-llm Public

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  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

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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 218 repositories
  • 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 1,191 MIT 155 5 (1 issue needs help) 2 Updated Aug 3, 2026
  • 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。

    datawhalechina/key-book's past year of commit activity
    Jupyter Notebook 1,711 190 8 0 Updated Aug 3, 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 1,382 134 0 1 Updated Aug 3, 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 588 26 4 2 Updated Aug 3, 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 70,332 8,775 81 88 Updated Aug 3, 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 249 62 61 5 Updated Aug 3, 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 50 11 0 0 Updated Aug 2, 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 44 11 2 0 Updated Aug 2, 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 22 2 1 0 Updated Aug 1, 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 1,125 116 0 1 Updated Aug 1, 2026

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