Datawhale

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166 repositories

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/
python ai neo4j embedding multimodal rag milvus llm langchain llama-index
Python
•193•447•3•0•Updated Aug 28, 2025Aug 28, 2025
tiny-universe
Public
《大模型白盒子构建指南》：一个全手搓的Tiny-Universe
agent transformers llama evaluation-metrics diffusion rag qwen
Jupyter Notebook
•365•3.6k•9•3•Updated Aug 28, 2025Aug 28, 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
•1.3k•16k•13•0•Updated Aug 28, 2025Aug 28, 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 llm
GNU General Public License v3.0
•472•3.1k•0•0•Updated Aug 27, 2025Aug 27, 2025
leegenai-tutorial
Public
《李宏毅生成式人工智能教程》，PDF下载地址：https://github.com/datawhalechina/leegenai-tutorial/releases
11•163•0•0•Updated Aug 26, 2025Aug 26, 2025
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-learning statistical-learning-method
Jupyter Notebook
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Other
•239•1.9k•1•0•Updated Aug 26, 2025Aug 26, 2025
easy-vectordb
Public
开源向量数据库部署教程
Apache License 2.0
•8•43•1•0•Updated Aug 25, 2025Aug 25, 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
•57•512•1•0•Updated Aug 24, 2025Aug 24, 2025
llm-preview
Public
理工科-大模型入门实训课程
llm
Jupyter Notebook
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Apache License 2.0
•7•62•1•0•Updated Aug 24, 2025Aug 24, 2025
smart-card
Public
智能卡片工坊2.0
Python
•2•3•0•0•Updated Aug 23, 2025Aug 23, 2025
wonderful-sql
Public
Follow me，从 0 到 1 掌握 SQL。
mysql sql
176•889•0•0•Updated Aug 20, 2025Aug 20, 2025
ai-hardware-robotics
Public
Python
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Apache License 2.0
•17•85•0•0•Updated Aug 19, 2025Aug 19, 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•4.6k•0•0•Updated Aug 19, 2025Aug 19, 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
•88•558•9•0•Updated Aug 18, 2025Aug 18, 2025
easy-rl
Public
强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/
reinforcement-learning deep-reinforcement-learning q-learning dqn policy-gradient sarsa a3c ddpg imitation-learning double-dqn
Jupyter Notebook
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Other
•2.1k•12k•53•1•Updated Aug 13, 2025Aug 13, 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
•2.4k•24k•140•0•Updated Aug 13, 2025Aug 13, 2025
.github
Public
0•0•0•0•Updated Aug 13, 2025Aug 13, 2025
Post-training-of-LLMs
Public
Jupyter Notebook
•3•8•0•0•Updated Aug 8, 2025Aug 8, 2025
hugging-vis
Public
Hugging Vision, Hugging AGI.
Jupyter Notebook
•16•165•0•1•Updated Jul 31, 2025Jul 31, 2025
wow-rag
Public
A simple and trans-platform rag framework and tutorial
Jupyter Notebook
•25•212•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
•8•29•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•9•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
•1•59•2•0•Updated Jul 27, 2025Jul 27, 2025
math-for-ai
Public
Datawhale开源教程《人工智能的数学基础》
Jupyter Notebook
•19•155•1•0•Updated Jul 24, 2025Jul 24, 2025
mcp-lite-dev
Public
共学《MCP极简开发》项目代码
mcp mcp-server mcp-client
Python
•6•26•1•0•Updated Jul 21, 2025Jul 21, 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
45•321•0•0•Updated Jul 14, 2025Jul 14, 2025
wow-agent
Public
A simple and trans-platform agent framework and tutorial
Jupyter Notebook
•26•147•6•1•Updated Jul 12, 2025Jul 12, 2025
cs336-tutorial
Public
1•11•0•0•Updated Jul 10, 2025Jul 10, 2025
docker-notes
Public
Docker 教程：从零基础到掌握 Docker
3•11•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