Datawhale

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156 repositories

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
•2k•20k•135•0•Updated Jun 27, 2025Jun 27, 2025
happy-llm
Public
📚 从零开始的大语言模型原理与实践教程
agent rag llm
Other
•336•4.5k•5•0•Updated Jun 27, 2025Jun 27, 2025
coffee-therapy
Public
咖啡疗愈小程序
JavaScript
•1•3•0•0•Updated Jun 25, 2025Jun 25, 2025
math-for-ai
Public
Datawhale开源教程《人工智能的数学基础》
Jupyter Notebook
•10•84•1•0•Updated Jun 25, 2025Jun 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
•45•424•1•0•Updated Jun 25, 2025Jun 25, 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
•927•5.9k•12•3•Updated Jun 24, 2025Jun 24, 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
•224•1.8k•0•0•Updated Jun 23, 2025Jun 23, 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
10•139•0•0•Updated Jun 23, 2025Jun 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
•85•536•11•1•Updated Jun 23, 2025Jun 23, 2025
wow-agent
Public
A simple and trans-platform agent framework and tutorial
Jupyter Notebook
•20•111•1•0•Updated Jun 22, 2025Jun 22, 2025
design-with-ai
Public
6•27•0•0•Updated Jun 21, 2025Jun 21, 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•50•1•Updated Jun 19, 2025Jun 19, 2025
dive-into-bishop-dl
Public
Datawhale开源教程 Bishop 深度学习理论和方法讲解
1•7•0•0•Updated Jun 18, 2025Jun 18, 2025
easy-vectordb
Public
开源向量数据库部署教程
Apache License 2.0
•2•11•0•0•Updated Jun 17, 2025Jun 17, 2025
ai-hardware-robotics
Public
Python
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Apache License 2.0
•9•41•0•0•Updated Jun 17, 2025Jun 17, 2025
statistical-learning-method-solutions-manual
Public
统计学习方法习题解答，在线阅读地址：https://datawhalechina.github.io/statistical-learning-method-solutions-manual
statistical-learning-method machine-learning
Jupyter Notebook
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Other
•238•1.9k•1•1•Updated Jun 17, 2025Jun 17, 2025
wow-fullstack
Public
wow-fullstack，令人惊叹的全栈开发教程
wow typescript element vue3 fastapi
Jupyter Notebook
•41•197•7•1•Updated Jun 16, 2025Jun 16, 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
25•154•0•0•Updated Jun 16, 2025Jun 16, 2025
hugging-vis
Public
Hugging Vision, Hugging AGI.
Jupyter Notebook
•16•151•0•1•Updated Jun 14, 2025Jun 14, 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
36•298•0•0•Updated Jun 14, 2025Jun 14, 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
•3k•15k•2•0•Updated Jun 13, 2025Jun 13, 2025
llm-cookbook
Public
面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版
cookbook llm
Jupyter Notebook
•2.4k•20k•2•3•Updated Jun 12, 2025Jun 12, 2025
pumpkin-book
Public
《机器学习》（西瓜书）公式详解
machine-learning pumpkin-book book
Other
•4.8k•25k•2•0•Updated Jun 12, 2025Jun 12, 2025
simple-ml-code
Public
simple-ml-code
Python
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MIT License
•23•7•0•0•Updated Jun 6, 2025Jun 6, 2025
fun-transformer
Public
通过带领大家解读Transformer模型来加深对模型的理解
Apache License 2.0
•35•196•0•1•Updated Jun 3, 2025Jun 3, 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
•977•8.7k•4•3•Updated May 28, 2025May 28, 2025
distil-rl-introduction
Public
An reconstruction of RL Introduction and its course materials for a more efficient entry
Apache License 2.0
•2•11•1•0•Updated May 23, 2025May 23, 2025
university-event
Public
城市活动签到项目
Vue
•0•0•0•0•Updated May 23, 2025May 23, 2025
whale-quant
Public
本项目为量化开源课程，可以帮助人们快速掌握量化金融知识以及使用Python进行量化开发的能力。
Jupyter Notebook
•175•1.3k•2•1•Updated May 21, 2025May 21, 2025
joyrl-book
Public
Jupyter Notebook
•27•221•6•0•Updated May 19, 2025May 19, 2025