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137 repositories

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
•1.9k•10k•47•1•Updated Feb 1, 2025Feb 1, 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•14k•2•0•Updated Feb 1, 2025Feb 1, 2025
unlock-deepseek
Public
2•3•13•0•Updated Feb 1, 2025Feb 1, 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/
tutorial large-language-models llm ollama
Jupyter Notebook
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Apache License 2.0
•61•424•1•0•Updated Jan 31, 2025Jan 31, 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
•866•5k•14•3•Updated Jan 31, 2025Jan 31, 2025
camel-agent-tutorial
Public
This is a tutorial based on the CAMEL framework, aimed at understanding how to build an Agent Society from the ground up!
4•23•0•0•Updated Jan 29, 2025Jan 29, 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
23•147•0•0•Updated Jan 29, 2025Jan 29, 2025
ai-hardware-robotics
Public
Apache License 2.0
•8•23•0•0•Updated Jan 26, 2025Jan 26, 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
•206•2k•3•0•Updated Jan 25, 2025Jan 25, 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
•1.3k•12k•97•1•Updated Jan 25, 2025Jan 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
•642•5.4k•6•2•Updated Jan 25, 2025Jan 25, 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
•5•29•0•1•Updated Jan 24, 2025Jan 24, 2025
hugging-sd
Public
Hugging StableDiffusion, Hugging Future.
Jupyter Notebook
•14•119•1•1•Updated Jan 22, 2025Jan 22, 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
•437•2.8k•17•3•Updated Jan 17, 2025Jan 17, 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 machine-learning
HTML
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GNU General Public License v3.0
•437•2.7k•3•0•Updated Jan 17, 2025Jan 17, 2025
wow-agent
Public
A simple and trans-platform agent framework and tutorial
Python
•4•32•0•1•Updated Jan 16, 2025Jan 16, 2025
leetcode-notes
Public
🐳 LeetCode 算法笔记：面试、刷题、学算法。在线阅读地址：https://datawhalechina.github.io/leetcode-notes/
python algorithms leetcode python3 data-structures interviews
Other
•129•773•0•1•Updated Jan 16, 2025Jan 16, 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•145•3•1•Updated Jan 15, 2025Jan 15, 2025
wow-rag
Public
A simple and trans-platform rag framework and tutorial
Jupyter Notebook
•10•85•0•0•Updated Jan 15, 2025Jan 15, 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
•14•80•0•0•Updated Jan 14, 2025Jan 14, 2025
learn-python-the-smart-way-v2
Public
聪明办法学Python，简明且系统的 Python 入门教程第二版。
python
Jupyter Notebook
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Other
•35•254•0•0•Updated Jan 13, 2025Jan 13, 2025
joyrl-book
Public
Jupyter Notebook
•16•112•8•1•Updated Jan 11, 2025Jan 11, 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
•80•456•16•1•Updated Jan 7, 2025Jan 7, 2025
so-large-lm
Public
大模型基础: 一文了解大模型基础知识
320•3.6k•10•6•Updated Dec 25, 2024Dec 25, 2024
accessible-workflow
Public
Python
•4•13•1•0•Updated Dec 21, 2024Dec 21, 2024
joyrl
Public
An easier PyTorch deep reinforcement learning library.
Python
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MIT License
•18•182•2•0•Updated Dec 19, 2024Dec 19, 2024
desktop-pet
Public
基于文心一言和树莓派Pico的最简易桌面宠物
Python
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Apache License 2.0
•21•60•0•1•Updated Dec 18, 2024Dec 18, 2024
unlock-hf
Public
解锁HuggingFace生态的百般用法
nlp tutorial transformers datawhale
HTML
•12•84•8•0•Updated Dec 14, 2024Dec 14, 2024
.github
Public
0•0•0•0•Updated Dec 12, 2024Dec 12, 2024
repo-template
Public template
Datawhale Repository Template
2•9•1•0•Updated Dec 12, 2024Dec 12, 2024