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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 29.3k 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 23.9k 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 199 repositories
  • 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
    46 6 0 0 Updated Apr 23, 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 22, 2026
  • pumpkin-book Public

    南瓜书:《机器学习》(西瓜书)公式详解

    datawhalechina/pumpkin-book’s past year of commit activity
    25,777 4,815 5 4 Updated Apr 23, 2026
  • datawhalechina/statistical-learning-method-solutions-manual’s past year of commit activity
    Jupyter Notebook 2,048 252 3 9 Updated Apr 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

    datawhalechina/every-embodied’s past year of commit activity
    Python 1,560 168 5 0 Updated Apr 22, 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 618 73 3 4 Updated Apr 22, 2026
  • hello-generic-agent Public

    📚 《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

    datawhalechina/hello-generic-agent’s past year of commit activity
    37 5 0 0 Updated Apr 22, 2026
  • ai-wiki Public

    AI-Wiki:AI开发者全景式工具与资源导航

    datawhalechina/ai-wiki’s past year of commit activity
    3 0 0 0 Updated Apr 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/

    datawhalechina/base-llm’s past year of commit activity
    Jupyter Notebook 694 70 0 0 Updated Apr 22, 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 1,038 MIT 137 6 (2 issues need help) 1 Updated Apr 22, 2026

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