Skip to content

@datawhalechina Datawhale

Change the repository type filter

All

    Repositories list

    186 repositories

    • torch-rechub

      Public
      A Lighting Pytorch Framework for Recommendation Models (PyTorch推荐算法框架), Easy-to-use and Easy-to-extend. https://datawhalechina.github.io/torch-rechub/
      deep-learningpytorchrecommendation-systemrecsysrecommendation-enginerecommender-systemrecommendation-algorithmsctr-predictiononnxllm
      Jupyter Notebook
      •
      MIT License
      •124•877•5•1•Updated Mar 2, 2026Mar 2, 2026

    • easy-vibe

      Public
      vibe coding from 0 to 1 ｜ vibecoding 零基础教程 ｜ 产品原型、AI 能力集成、前后端开发、多平台应用开发教程 ｜ Tutorial on Product Prototype, AI Capability Integration, Frontend and Backend Devel…
      agentworkflowtutorialprogrammingcourseaimcpnextjsvscodecoding
      JavaScript
      •275•3.2k•15•6•Updated Mar 2, 2026Mar 2, 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
      embodied-agentembodied-aiembodied-intelligenceopenvlavision-language-action-modelsmolvla
      Jupyter Notebook
      •
      Other
      •74•537•0•0•Updated Mar 2, 2026Mar 2, 2026

    • easy-pocket

      Public
      PocketFlow from 0 to 1 ｜ 100 行代码构建所有 LLM 应用 ｜ 首个 PocketFlow 交互式教程 ｜ 光速掌握智能体开发实战
      datawhalellm-agentagentic-workflowagent-developmentagentic-aipocketflowagent-deployment
      2•15•0•0•Updated Mar 2, 2026Mar 2, 2026

    • members-visualization

      Public
      🌟 Datawhale 贡献者可视化平台，在线地址：https://mv.datawhale.cc/
      visualizationorganizationcontribution-graphinteresting-ideasdatawhale
      Python
      •7•31•1•1•Updated Mar 1, 2026Mar 1, 2026

    • diy-llm

      Public
      Jupyter Notebook
      •2•4•0•0•Updated Mar 1, 2026Mar 1, 2026

    • whale-whisper

      Public
      Vue
      •
      Apache License 2.0
      •2•6•1•1•Updated Mar 1, 2026Mar 1, 2026

    • DOPMC

      Public
      Datawhale 开源项目管理委员会（Datawhale Open-source Project Management Committee，简称DOPMC）
      Python
      •38•243•183•0•Updated Mar 1, 2026Mar 1, 2026

    • .github

      Public
      1•0•0•0•Updated Mar 1, 2026Mar 1, 2026

    • fun-rec

      Public
      推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/
      machine-learningdeep-learningtensorflowrecommender-systeminterview-questionsrecommendation-algorithmsalgorithm-engineeringtianchi-competition
      Python
      •981•6.8k•0•0•Updated Mar 1, 2026Mar 1, 2026

    • pumpkin-book

      Public
      南瓜书：《机器学习》（西瓜书）公式详解
      machine-learningbookpumpkin-book
      Other
      •4.8k•26k•4•1•Updated Mar 1, 2026Mar 1, 2026

    • statistical-learning-method-solutions-manual

      Public
      机器学习方法习题解答，在线阅读地址：https://datawhalechina.github.io/statistical-learning-method-solutions-manual
      machine-learningstatistical-learning-method
      Jupyter Notebook
      •
      Other
      •253•2k•3•1•Updated Feb 28, 2026Feb 28, 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/
      pythonnlplinuxdockertutorialpytorchtransformerrnnllamadeeplearning
      Jupyter Notebook
      •35•329•1•0•Updated Feb 28, 2026Feb 28, 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…
      Python
      •
      Other
      •37•125•64•4•Updated Feb 28, 2026Feb 28, 2026

    • wow-fullstack

      Public
      wow-fullstack，令人惊叹的全栈开发教程
      wowtypescriptelementvue3fastapi
      TypeScript
      •46•245•1•1•Updated Feb 28, 2026Feb 28, 2026

    • musiclm-universe

      Public
      Jupyter Notebook
      •1•20•0•0•Updated Feb 28, 2026Feb 28, 2026

    • all-in-rag

      Public
      🔍大模型应用开发实战一：RAG 技术全栈指南，在线阅读地址：https://datawhalechina.github.io/all-in-rag/
      pythonaineo4jembeddingmultimodalragmilvusllmlangchainllama-index
      Python
      •2.1k•4.2k•6•0•Updated Feb 27, 2026Feb 27, 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
      agenttutorialragllm
      Python
      •
      Other
      •2.7k•24k•20•20•Updated Feb 27, 2026Feb 27, 2026

    • happy-llm

      Public
      📚 从零开始的大语言模型原理与实践教程
      agentragllm
      Jupyter Notebook
      •
      Other
      •2.5k•27k•41•2•Updated Feb 26, 2026Feb 26, 2026

    • algo-vis

      Public
      算法可视化模型，基于已有的模型做可视化推理，帮助更好的理解
      TypeScript
      •2•12•0•0•Updated Feb 26, 2026Feb 26, 2026

    • 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
      lorallmchatglmqwenchatglm3internlm2minicpmqwen2qwen1-5glm-4
      Jupyter Notebook
      •
      Apache License 2.0
      •2.8k•29k•151•0•Updated Feb 24, 2026Feb 24, 2026

    • llm-universe

      Public
      本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/
      raglangchain
      Jupyter Notebook
      •1.3k•12k•9•4•Updated Feb 24, 2026Feb 24, 2026

    • smoothly-vslam

      Public
      VSLAM开源基础教程，各章节练习代码
      C++
      •
      GNU General Public License v2.0
      •20•191•0•0•Updated Feb 21, 2026Feb 21, 2026

    • openclaw-tutorial

      Public
      OpenClaw 学习教程 - 一周打造跨设备 AI 助手
      MIT License
      •0•5•0•0•Updated Feb 15, 2026Feb 15, 2026

    • math-for-ai

      Public
      Datawhale开源教程《人工智能的数学基础》
      Jupyter Notebook
      •38•283•1•0•Updated Feb 14, 2026Feb 14, 2026

    • easy-langent

      Public
      📚“langent”由“lang”与“agent”合并而来的学习教程
      agentai-agentslangchainlanggraph
      Jupyter Notebook
      •
      Apache License 2.0
      •2•20•0•0•Updated Feb 14, 2026Feb 14, 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。
      machine-learningtutorialcoursedeep-learningartificial-intelligencetheoretical-machine-learning
      Jupyter Notebook
      •
      Other
      •190•1.7k•8•0•Updated Feb 13, 2026Feb 13, 2026

    • agent-skills-with-anthropic

      Public
      本项目围绕吴恩达老师在DeepLearning.AI出品的agent-skills-with-anthropic系列课程，为学习者打造中文翻译与知识整理教程。项目提供课程内容翻译、知识点梳理和示例代码解读等内容，欢迎大家Star!
      Python
      •14•126•0•0•Updated Feb 13, 2026Feb 13, 2026

    • easy-vecdb

      Public
      📚 从零开始的向量数据库原理与实践教程，在线阅读地址：https://easy-vecdb.datawhale.cc/
      lshannoyai-projectfaissraghnswmilvusvector-databaseivfflat
      Jupyter Notebook
      •
      Apache License 2.0
      •44•221•0•0•Updated Feb 12, 2026Feb 12, 2026

    • tiny-universe

      Public
      《大模型白盒子构建指南》：一个全手搓的Tiny-Universe
      agenttransformersllamaevaluation-metricsdiffusionragqwen
      Jupyter Notebook
      •443•4.6k•10•3•Updated Feb 12, 2026Feb 12, 2026