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175 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-learning pytorch recommendation-system recsys recommendation-engine recommender-system recommendation-algorithms ctr-prediction onnx generative-recommendation
Python
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MIT License
•103•666•16•2•Updated Dec 16, 2025Dec 16, 2025
members-visualization
Public
组织成员分析与榜单可视化，在线地址：https://datawhalechina.github.io/members-visualization/
visualization interesting-ideas
Python
•5•25•1•0•Updated Dec 15, 2025Dec 15, 2025
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
agent tutorial rag llm
Python
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Other
•1k•9.7k•14•12•Updated Dec 15, 2025Dec 15, 2025
vibe-vibe
Public
首个系统化 Vibe Coding 开源教程 | 零基础到全栈实战，让人人都能用 AI 开发产品 | 在线地址：www.vibevibe.cn
agent programming ai coding-assistant agentic-ai vibe-coding vibecoding
26•283•2•0•Updated Dec 15, 2025Dec 15, 2025
coze-ai-assistant
Public
该项目围绕 Coze 打造 AI 私人提效助理展开，整合实用 AI 工作流并做拆解，同时准备提示词手册和案例手册，旨在展示项目可行性，帮助学习者更好地理解和实操相关技能。
Other
•28•201•0•0•Updated Dec 15, 2025Dec 15, 2025
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/
rag langchain
Jupyter Notebook
•1.2k•11k•4•1•Updated Dec 15, 2025Dec 15, 2025
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•8•0•0•Updated Dec 15, 2025Dec 15, 2025
base-nlp
Public
从 NLP 到 LLM 的全栈教程，在线阅读地址：https://datawhalechina.github.io/base-nlp/
python nlp linux docker tutorial pytorch transformer rnn llama deeplearning
Jupyter Notebook
•4•76•32•0•Updated Dec 15, 2025Dec 15, 2025
easy-vectordb
Public
📚 从零开始的向量数据库原理与实践教程
faiss rag milvus vector-database
Jupyter Notebook
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Apache License 2.0
•24•127•0•0•Updated Dec 15, 2025Dec 15, 2025
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
•1k•2.3k•4•0•Updated Dec 10, 2025Dec 10, 2025
dive-into-bishop-dl
Public
Datawhale开源教程 Bishop 深度学习理论和方法讲解
1•33•0•0•Updated Dec 10, 2025Dec 10, 2025
math-for-ai
Public
Datawhale开源教程《人工智能的数学基础》
Jupyter Notebook
•25•230•2•0•Updated Dec 6, 2025Dec 6, 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
•2.1k•23k•31•4•Updated Dec 4, 2025Dec 4, 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
•2.7k•27k•147•1•Updated Dec 4, 2025Dec 4, 2025
med-imaging-primer
Public
A systematic guide from physical imaging principles(医学影像处理开源教程), reconstruction algorithms to deep learning post-processing. https://datawhalechina.github.io/med-imaging-primer/
tutorials mri medical-imaging pet ct x-ray
Python
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MIT License
•7•16•0•0•Updated Dec 3, 2025Dec 3, 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
•411•4.1k•9•3•Updated Dec 2, 2025Dec 2, 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
•485•3.4k•0•0•Updated Dec 2, 2025Dec 2, 2025
ai-hardware-robotics
Public
Python
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Apache License 2.0
•44•261•1•0•Updated Dec 1, 2025Dec 1, 2025
ai-edu-for-kids
Public
面向中小学的人工智能通识课开源课程
34•96•0•0•Updated Nov 26, 2025Nov 26, 2025
joyrl-book
Public
Jupyter Notebook
•38•281•2•0•Updated Nov 26, 2025Nov 26, 2025
awesome-compression
Public
模型压缩的小白入门教程，PDF下载地址 https://github.com/datawhalechina/awesome-compression/releases
compression quantization svd knowledge-distillation model-pruning prune model-compression neural-architecture-search kd model-quantization
37•345•2•0•Updated Nov 25, 2025Nov 25, 2025
agentic-ai
Public
本项目围绕吴恩达老师在DeepLearning.AI出品的Agentic-ai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!
Jupyter Notebook
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Apache License 2.0
•15•122•0•0•Updated Nov 24, 2025Nov 24, 2025
leedl-tutorial
Public
《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
machine-learning tutorial reinforcement-learning deep-learning cnn transformer gan rnn pruning transfer-learning
Jupyter Notebook
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Other
•3.1k•16k•2•0•Updated Nov 23, 2025Nov 23, 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 deep-learning tensorflow recommender-system interview-questions recommendation-algorithms algorithm-engineering tianchi-competition
Python
•970•6.5k•3•0•Updated Nov 16, 2025Nov 16, 2025
llm-protocols-guide
Public
0•1•1•0•Updated Nov 15, 2025Nov 15, 2025
design-with-ai
Public
7•35•0•0•Updated Nov 14, 2025Nov 14, 2025
hugging-vis
Public
Hugging Vision, Hugging AGI.
17•174•0•1•Updated Nov 13, 2025Nov 13, 2025
handy-ollama
Public
动手学Ollama，CPU玩转大模型部署，在线阅读地址：https://datawhalechina.github.io/handy-ollama/
agent tutorial rag large-language-models llm langchain llamaindex ollama gguf
Jupyter Notebook
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Other
•261•2k•1•2•Updated Nov 11, 2025Nov 11, 2025
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-learning deep-learning key-book
Jupyter Notebook
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Other
•188•1.7k•8•0•Updated Nov 9, 2025Nov 9, 2025
wow-agent
Public
A simple and trans-platform agent framework and tutorial
Jupyter Notebook
•41•197•1•0•Updated Nov 9, 2025Nov 9, 2025