Datawhale

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144 repositories

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
•11•55•0•0•Updated Mar 6, 2025Mar 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
•29•152•0•1•Updated Mar 6, 2025Mar 6, 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
•11•69•0•0•Updated Mar 6, 2025Mar 6, 2025
ai-edu-for-kids
Public
面向中小学的人工智能通识课开源课程
7•6•0•0•Updated Mar 4, 2025Mar 4, 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
•155•1.1k•0•0•Updated Mar 4, 2025Mar 4, 2025
llmbook
Public
0•24•0•0•Updated Mar 4, 2025Mar 4, 2025
DOPMC
Public
Datawhale 开源项目管理委员会（Datawhale Open-source Project Management Committee，简称DOPMC）
Python
•24•215•137•0•Updated Mar 4, 2025Mar 4, 2025
wow-fullstack
Public
wow-fullstack，令人惊叹的全栈开发教程
wow typescript element vue3 fastapi
Jupyter Notebook
•37•156•3•0•Updated Mar 4, 2025Mar 4, 2025
smart-dev
Public
基于Roo Cline+DeepSeek的AI开发教程
0•7•0•0•Updated Mar 3, 2025Mar 3, 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
•1.5k•13k•116•2•Updated Feb 28, 2025Feb 28, 2025
hugging-llm
Public
HuggingLLM, Hugging Future.
Jupyter Notebook
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Other
•380•2.9k•0•1•Updated Feb 28, 2025Feb 28, 2025
wow-agent
Public
A simple and trans-platform agent framework and tutorial
Jupyter Notebook
•14•86•1•0•Updated Feb 27, 2025Feb 27, 2025
math-for-ai
Public
在线阅读链接
Jupyter Notebook
•2•7•0•0•Updated Feb 26, 2025Feb 26, 2025
joyrl-book
Public
Jupyter Notebook
•16•121•8•1•Updated Feb 25, 2025Feb 25, 2025
hugging-vis
Public
Hugging Vision, Hugging AGI.
Jupyter Notebook
•15•135•0•1•Updated Feb 25, 2025Feb 25, 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
Jupyter Notebook
•2k•16k•9•6•Updated Feb 25, 2025Feb 25, 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/
Jupyter Notebook
•791•6.9k•5•2•Updated Feb 25, 2025Feb 25, 2025
so-large-lm
Public
大模型基础: 一文了解大模型基础知识
370•4.2k•11•6•Updated Feb 24, 2025Feb 24, 2025
thorough-pytorch
Public
PyTorch入门教程，在线阅读地址：https://datawhalechina.github.io/thorough-pytorch/
python machine-learning deep-learning pytorch
Jupyter Notebook
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Other
•448•2.9k•17•3•Updated Feb 23, 2025Feb 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 recommender-system interview-questions recommendation-algorithms algorithm-engineering tianchi-competition deep-learning tensorflow
Jupyter Notebook
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Other
•890•5.3k•10•3•Updated Feb 22, 2025Feb 22, 2025
fun-ir
Public
信息检索导论，参考中国科学院大学《信息检索导论》课程PPT整理，融入了一些自己的思考
0•0•0•0•Updated Feb 20, 2025Feb 20, 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•10k•47•1•Updated Feb 20, 2025Feb 20, 2025
smart-prompt
Public
一个构建“听话”提示词的教程
3•32•0•0•Updated Feb 20, 2025Feb 20, 2025
easy-nlp
Public
最基本最小白的自然语言处理入门读物，基于deepseek-r1，涵盖了传统NLP和现代大模型
0•2•0•0•Updated Feb 19, 2025Feb 19, 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 Feb 18, 2025Feb 18, 2025
ml-for-security
Public
网络安全中的人工智能方法，总结我在中国科学院大学的学习以及自己整理的资料、方法，给大家分享出来
3•52•0•0•Updated Feb 17, 2025Feb 17, 2025
unlock-deepseek
Public
DeepSeek 系列工作解读、扩展和复现。
Python
•44•578•29•0•Updated Feb 15, 2025Feb 15, 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
Python
•253•2.4k•6•2•Updated Feb 12, 2025Feb 12, 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•7•0•Updated Feb 10, 2025Feb 10, 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
31•191•0•1•Updated Feb 9, 2025Feb 9, 2025