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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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Popular repositories Loading

  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

    📚 从零开始构建大模型

    Jupyter Notebook 34.8k 3.3k

  3. 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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  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 101|Your First Course For AI Product Builders.

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Repositories

Showing 10 of 225 repositories
  • zero-to-sglang Public

    Official SGLang x Datawhale course on LLM inference: understand inference, build a mini-sglang from scratch, then read the real SGLang source and land your first PR. Available in English and Chinese.

    datawhalechina/zero-to-sglang's past year of commit activity
    Python 1,709 138 4 4 Updated Nov 5, 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
    Jupyter Notebook 4,374 428 13 1 Updated Nov 5, 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 717 47 1 12 Updated Nov 5, 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 686 64 3 0 Updated Nov 5, 2026
  • diy-llm Public

    Covers pre-training data, Tokenizer, Transformer, MoE,distributed training, Scaling Laws, inference & alignment .6 progressive code assignments for full-stack LLM learning | 涵盖预训练数据、分词器、Transformer、MoE、分布式训练、缩放定律、推理与对齐,6 项渐进代码作业,掌握 LLM 全栈知识

    datawhalechina/diy-llm's past year of commit activity
    Jupyter Notebook 2,800 267 3 10 Updated Nov 4, 2026
  • datawhalechina/robo-genesis-101's past year of commit activity
    Jupyter Notebook 5 1 0 0 Updated Nov 4, 2026
  • agentic-rl-lab Public

    Reproducing and studying RL algorithms for LLM agents, including GRPO, GSPO, DAPO, OPD, Search-R1, ReTool, ALFWorld and beyond.

    datawhalechina/agentic-rl-lab's past year of commit activity
    Python 1,184 Apache-2.0 76 1 (1 issue needs help) 1 Updated Nov 4, 2026
  • distil-rl-introduction Public

    An reconstruction of RL Introduction and its course materials for a more efficient entry

    datawhalechina/distil-rl-introduction's past year of commit activity
    22 Apache-2.0 3 0 1 Updated Nov 4, 2026
  • mini-workbuddy Public

    用 AgentScope 从零搭一个本地智能体工作台

    datawhalechina/mini-workbuddy's past year of commit activity
    Python 54 12 6 3 Updated Nov 4, 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 53 14 0 0 Updated Nov 3, 2026