Datawhale

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151 repositories

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
•454•2.9k•3•0•Updated Apr 29, 2025Apr 29, 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
•1.7k•15k•133•2•Updated Apr 29, 2025Apr 29, 2025
joyrl-book
Public
Jupyter Notebook
•24•193•13•2•Updated Apr 26, 2025Apr 26, 2025
wow-agent
Public
A simple and trans-platform agent framework and tutorial
Jupyter Notebook
•19•95•1•0•Updated Apr 24, 2025Apr 24, 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
•82•516•11•1•Updated Apr 23, 2025Apr 23, 2025
design-with-ai
Public
1•1•0•0•Updated Apr 19, 2025Apr 19, 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
•40•313•1•0•Updated Apr 19, 2025Apr 19, 2025
math-for-ai
Public
在线阅读链接
Jupyter Notebook
•5•27•2•0•Updated Apr 17, 2025Apr 17, 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。
Python
•3•14•0•1•Updated Apr 13, 2025Apr 13, 2025
hml-solutions
Public
《动手学机器学习》习题解答
Jupyter Notebook
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Other
•12•46•0•0•Updated Apr 9, 2025Apr 9, 2025
wonderful-sql
Public
Follow me，从 0 到 1 掌握 SQL。
mysql sql
170•830•1•0•Updated Apr 7, 2025Apr 7, 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•8•0•Updated Apr 3, 2025Apr 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
•892•7.9k•2•4•Updated Apr 3, 2025Apr 3, 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
19•90•0•0•Updated Apr 2, 2025Apr 2, 2025
DOPMC
Public
Datawhale 开源项目管理委员会（Datawhale Open-source Project Management Committee，简称DOPMC）
Python
•29•221•145•0•Updated Apr 2, 2025Apr 2, 2025
ai-hardware-robotics
Public
Python
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Apache License 2.0
•9•35•0•0•Updated Apr 1, 2025Apr 1, 2025
distil-rl-introduction
Public
An reconstruction of RL Introduction and its course materials for a more efficient entry
Apache License 2.0
•1•5•0•0•Updated Apr 1, 2025Apr 1, 2025
ai-edu-for-kids
Public
面向中小学的人工智能通识课开源课程
17•62•0•0•Updated Mar 31, 2025Mar 31, 2025
wow-fullstack
Public
wow-fullstack，令人惊叹的全栈开发教程
wow typescript element vue3 fastapi
Jupyter Notebook
•38•170•3•0•Updated Mar 31, 2025Mar 31, 2025
unlock-deepseek
Public
DeepSeek 系列工作解读、扩展和复现。
Python
•54•632•32•0•Updated Mar 29, 2025Mar 29, 2025
easy-robot
Public
0•3•0•0•Updated Mar 29, 2025Mar 29, 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
•2k•11k•51•1•Updated Mar 28, 2025Mar 28, 2025
hugging-vis
Public
Hugging Vision, Hugging AGI.
Jupyter Notebook
•16•147•0•1•Updated Mar 27, 2025Mar 27, 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•1.6k•8•0•Updated Mar 26, 2025Mar 26, 2025
simple-ml-code
Public
simple-ml-code
MIT License
•17•2•0•0•Updated Mar 23, 2025Mar 23, 2025
wow-rag
Public
A simple and trans-platform rag framework and tutorial
Jupyter Notebook
•16•178•1•0•Updated Mar 20, 2025Mar 20, 2025
pumpkin-book
Public
《机器学习》（西瓜书）公式详解
machine-learning pumpkin-book book
Other
•4.8k•25k•3•0•Updated Mar 18, 2025Mar 18, 2025
whale-coin
Public
Python
•5•4•1•2•Updated Mar 13, 2025Mar 13, 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
36•247•0•0•Updated Mar 8, 2025Mar 8, 2025
fun-marl
Public
1•5•0•0•Updated Mar 8, 2025Mar 8, 2025