Datawhale

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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
•102•645•20•2•Updated Dec 9, 2025Dec 9, 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•23•1•0•Updated Dec 8, 2025Dec 8, 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
0•22•0•0•Updated Dec 8, 2025Dec 8, 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 multiagent-systems
Python
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Other
•698•6k•13•9•Updated Dec 8, 2025Dec 8, 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
•3•64•31•0•Updated Dec 8, 2025Dec 8, 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 8, 2025Dec 8, 2025
math-for-ai
Public
Datawhale开源教程《人工智能的数学基础》
Jupyter Notebook
•25•223•2•0•Updated Dec 6, 2025Dec 6, 2025
dive-into-bishop-dl
Public
Datawhale开源教程 Bishop 深度学习理论和方法讲解
1•32•0•0•Updated Dec 5, 2025Dec 5, 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
•19•112•0•0•Updated Dec 5, 2025Dec 5, 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
•2k•22k•29•3•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•26k•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
•6•14•0•0•Updated Dec 3, 2025Dec 3, 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
•966•2.1k•6•0•Updated Dec 2, 2025Dec 2, 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
•38•247•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
33•94•0•0•Updated Nov 26, 2025Nov 26, 2025
joyrl-book
Public
Jupyter Notebook
•39•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•341•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
•13•104•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
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
•24•189•0•0•Updated Nov 13, 2025Nov 13, 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
•254•2k•0•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
code-your-own-llm
Public
一份全栈式大语言模型参考指南，用最简洁的代码帮助你端到端定义模型从零训练到工程落地的每一个细节
python agent reinforcement-learning evaluation transformer safety pretrain llm posttrain
Other
•19•91•0•0•Updated Nov 9, 2025Nov 9, 2025