Datawhale

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165 repositories

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/
embedding multimodal rag milvus llm langchain llama-index kimi-k2
Python
•19•57•1•0•Updated Jul 30, 2025Jul 30, 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
lora llm chatglm qwen chatglm3 internlm2 minicpm qwen2 qwen1-5 glm-4
Jupyter Notebook
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Apache License 2.0
•2.2k•22k•138•0•Updated Jul 30, 2025Jul 30, 2025
happy-llm
Public
📚 从零开始的大语言模型原理与实践教程
agent rag llm
Jupyter Notebook
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Other
•1k•14k•4•0•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
easy-vectordb
Public
开源向量数据库部署教程
Apache License 2.0
•5•27•0•0•Updated Jul 29, 2025Jul 29, 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
•1•4•0•0•Updated Jul 28, 2025Jul 28, 2025
handy-n8n
Public
handy-n8n, learn n8n by doing
workflow n8n
HTML
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Other
•0•16•1•0•Updated Jul 27, 2025Jul 27, 2025
wonderful-sql
Public
Follow me，从 0 到 1 掌握 SQL。
mysql sql
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•136•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.
pytorch recommendation-system recsys ctr-prediction
Python
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MIT License
•86•547•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-science kaggle data-competition deep-learning
Jupyter Notebook
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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
mcp mcp-server mcp-client
Python
•6•16•0•0•Updated Jul 21, 2025Jul 21, 2025
ai-hardware-robotics
Public
Python
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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
nlp cv interview-questions machine-learning
HTML
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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
pruning lora quantization knowledge-distillation llm llm-deploy
44•301•0•0•Updated Jul 14, 2025Jul 14, 2025
wow-agent
Public
A simple and trans-platform agent framework and tutorial
Jupyter Notebook
•25•135•5•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•7•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/
python algorithms leetcode python3 data-structures interviews
Other
•147•905•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/
python machine-learning deep-learning pytorch
Jupyter Notebook
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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•463•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。
tutorial pytorch yolo scratch datawhale yolov5 ultralytics yolov8 yolo11
28•187•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
fun-rec
Public
推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/
machine-learning recommender-system interview-questions recommendation-algorithms algorithm-engineering tianchi-competition deep-learning tensorflow
Jupyter Notebook
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Other
•931•6k•11•3•Updated Jun 24, 2025Jun 24, 2025