Repositories list

• all-in-rag

  Public
  🔍大模型应用开发实战：RAG技术全栈指南，在线阅读地址：datawhalechina.github.io/all-in-rag/

  pythonaineo4j+ 8embeddingmultimodalragmilvusllmlangchainllama-index+ 1

  Python

  •29•102•1•0•Updated Aug 2, 2025Aug 2, 2025

• 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

  lorallmchatglm+ 10qwenchatglm3internlm2minicpmqwen2qwen1-5glm-4+ 3

  Jupyter Notebook

  •

  Apache License 2.0

  •2.3k•22k•139•0•Updated Aug 1, 2025Aug 1, 2025

• easy-vectordb

  Public
  开源向量数据库部署教程

  Apache License 2.0

  •5•28•0•0•Updated Aug 1, 2025Aug 1, 2025

• hugging-vis

  Public
  Hugging Vision, Hugging AGI.

  Jupyter Notebook

  •16•158•0•1•Updated Jul 31, 2025Jul 31, 2025

• happy-llm

  Public
  📚 从零开始的大语言模型原理与实践教程

  agentragllm

  Jupyter Notebook

  •

  Other

  •1.1k•14k•5•1•Updated Jul 30, 2025Jul 30, 2025

• wow-rag

  Public
  A simple and trans-platform rag framework and tutorial

  Jupyter Notebook

  •25•209•1•0•Updated Jul 30, 2025Jul 30, 2025

• smart-card-workshop

  Public
  An AI-powered content conversion tool that transforms text, web content, or HTML code into beautifully designed card images.一款基于AI的内容转换工具，可以将文本、网页内容或HTML代码转换为精美的卡片图像。

  TypeScript

  •7•27•0•1•Updated Jul 29, 2025Jul 29, 2025

• resonant-soul

  Public
  心灵伴侣，AI+心理健康Agent项目案例

  Python

  •2•5•0•0•Updated Jul 28, 2025Jul 28, 2025

• handy-n8n

  Public
  handy-n8n, learn n8n by doing

  workflown8n

  HTML

  •

  Other

  •0•16•1•0•Updated Jul 27, 2025Jul 27, 2025

• wonderful-sql

  Public
  Follow me，从 0 到 1 掌握 SQL。

  mysqlsql

  173•872•0•0•Updated Jul 25, 2025Jul 25, 2025

• math-for-ai

  Public
  Datawhale开源教程《人工智能的数学基础》

  Jupyter Notebook

  •19•137•1•0•Updated Jul 24, 2025Jul 24, 2025

• smart-card

  Public
  智能卡片工坊2.0

  Python

  •2•3•0•0•Updated Jul 23, 2025Jul 23, 2025

• torch-rechub

  Public
  A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.

  pytorchrecommendation-systemrecsys+ 1ctr-prediction

  Python

  •

  MIT License

  •86•548•9•1•Updated Jul 22, 2025Jul 22, 2025

• competition-baseline

  Public
  数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

  data-sciencekaggledata-competition+ 1deep-learning

  Jupyter Notebook

  •

  GNU General Public License v3.0

  •1.1k•4.5k•0•0•Updated Jul 21, 2025Jul 21, 2025

• mcp-lite-dev

  Public
  共学《MCP极简开发》项目代码

  mcpmcp-servermcp-client

  Python

  •6•16•0•0•Updated Jul 21, 2025Jul 21, 2025

• ai-hardware-robotics

  Public
  Python

  •

  Apache License 2.0

  •17•79•0•0•Updated Jul 20, 2025Jul 20, 2025

• Post-training-of-LLMs

  Public
  Jupyter Notebook

  •2•3•0•2•Updated Jul 18, 2025Jul 18, 2025

• daily-interview

  Public
  Datawhale成员整理的面经，内容包括机器学习，CV，NLP，推荐，开发等，欢迎大家star

  nlpcvinterview-questions+ 1machine-learning

  HTML

  •

  GNU General Public License v3.0

  •469•3.1k•3•0•Updated Jul 15, 2025Jul 15, 2025

• llm-deploy

  Public
  大模型/LLM推理和部署理论与实践

  pruningloraquantization+ 3knowledge-distillationllmllm-deploy

  44•303•0•0•Updated Jul 14, 2025Jul 14, 2025

• wow-agent

  Public
  A simple and trans-platform agent framework and tutorial

  Jupyter Notebook

  •25•136•6•1•Updated Jul 12, 2025Jul 12, 2025

• cs336-tutorial

  Public
  1•8•0•0•Updated Jul 10, 2025Jul 10, 2025

• docker-notes

  Public
  Docker 教程：从零基础到掌握 Docker

  3•8•0•0•Updated Jul 8, 2025Jul 8, 2025

• coffee-therapy

  Public
  咖啡疗愈小程序

  JavaScript

  •1•4•0•0•Updated Jul 7, 2025Jul 7, 2025

• leetcode-notes

  Public
  🐳 LeetCode 算法笔记：面试、刷题、学算法。在线阅读地址：https://datawhalechina.github.io/leetcode-notes/

  pythonalgorithmsleetcode+ 3python3data-structuresinterviews

  Other

  •149•909•1•1•Updated Jul 7, 2025Jul 7, 2025

• thorough-pytorch

  Public
  PyTorch入门教程，在线阅读地址：https://datawhalechina.github.io/thorough-pytorch/

  pythonmachine-learningdeep-learning+ 1pytorch

  Jupyter Notebook

  •

  Other

  •487•3.2k•2•5•Updated Jul 7, 2025Jul 7, 2025

• handy-multi-agent

  Public
  This is a multi agent tutorial based on the CAMEL framework, aimed at understanding how to build an Agent Society from the ground up!

  Jupyter Notebook

  •51•466•1•0•Updated Jul 5, 2025Jul 5, 2025

• yolo-master

  Public
  yolo master 本课程主要对yolo系列模型进行介绍，包括各版本模型的结构，进行的改进等，旨在帮助学习者们可以了解和掌握主要yolo模型的发展脉络，以期在各自的应用领域可以进一步创新并在自己的任务上达到较好的效果。

  tutorialpytorchyolo+ 6scratchdatawhaleyolov5ultralyticsyolov8yolo11

  28•188•0•0•Updated Jul 4, 2025Jul 4, 2025

• DOPMC

  Public
  Datawhale 开源项目管理委员会（Datawhale Open-source Project Management Committee，简称DOPMC）

  Python

  •34•225•158•0•Updated Jul 4, 2025Jul 4, 2025

• design-with-ai

  Public
  7•30•0•0•Updated Jul 1, 2025Jul 1, 2025

• llm-protocols-guide

  Public
  0•0•1•0•Updated Jun 30, 2025Jun 30, 2025