Datawhale

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121 repositories

awesome-compression
Public
模型压缩的小白入门教程
compression quantization knowledge-distillation model-pruning prune model-compression neural-architecture-search kd model-quantization tinyml
24•185•0•0•Updated Nov 10, 2024Nov 10, 2024
DOPMC
Public
Datawhale 开源项目管理委员会（Datawhale Open-source Project Management Committee，简称DOPMC）
21•202•113•0•Updated Nov 10, 2024Nov 10, 2024
cstart
Public
CS Start With C Language，计算机科学与技术起步-C语言导引
HTML
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Other
•11•18•0•1•Updated Nov 9, 2024Nov 9, 2024
unlock-hf
Public
解锁HuggingFace生态的百般用法
nlp tutorial transformers datawhale
HTML
•10•58•9•0•Updated Nov 8, 2024Nov 8, 2024
wow-fullstack
Public
wow-fullstack，令人惊叹的全栈开发教程
wow typescript element vue3 fastapi
Jupyter Notebook
•31•117•5•3•Updated Nov 8, 2024Nov 8, 2024
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•9.5k•45•0•Updated Nov 8, 2024Nov 8, 2024
pumpkin-book
Public
《机器学习》（西瓜书）公式详解
machine-learning pumpkin-book book
Other
•4.8k•24k•2•0•Updated Nov 8, 2024Nov 8, 2024
open-ai-general-course
Public
OPEN AI通识课
3•48•0•0•Updated Nov 6, 2024Nov 6, 2024
what-is-vs
Public
向量检索与 RAG 实践：技术、实现与应用
12•50•2•0•Updated Nov 5, 2024Nov 5, 2024
ai-programming
Public
0•3•0•0•Updated Nov 5, 2024Nov 5, 2024
coze-ai-assistant-course
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。
0•4•0•0•Updated Nov 4, 2024Nov 4, 2024
llm-deploy
Public
大模型/LLM推理和部署理论与实践
pruning quantization knowledge-distillation llm-deploy
HTML
•16•71•0•0•Updated Nov 4, 2024Nov 4, 2024
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
•186•1.6k•8•0•Updated Nov 3, 2024Nov 3, 2024
so-large-lm
Public
大模型基础: 一文了解大模型基础知识
261•2.9k•8•4•Updated Nov 1, 2024Nov 1, 2024
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
•417•2.6k•13•3•Updated Oct 30, 2024Oct 30, 2024
tiny-universe
Public
《大模型白盒子构建指南》：一个全手搓的Tiny-Universe
Python
•128•1.3k•1•0•Updated Oct 28, 2024Oct 28, 2024
opt-tutorial
Public
Python
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MIT License
•1•5•0•0•Updated Oct 26, 2024Oct 26, 2024
self-llm
Public
《开源大模型食用指南》基于Linux环境快速部署开源大模型，更适合中国宝宝的部署教程
lora llm chatglm qwen chatglm3 internlm2 minicpm qwen2 qwen1-5 glm-4
Jupyter Notebook
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Apache License 2.0
•1.1k•9.2k•87•1•Updated Oct 24, 2024Oct 24, 2024
whale-coin
Public
Python
•5•4•1•2•Updated Oct 17, 2024Oct 17, 2024
machine-learning-toy-code
Public
《机器学习》（西瓜书）代码实战
Jupyter Notebook
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MIT License
•152•694•0•0•Updated Oct 13, 2024Oct 13, 2024
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
•2.9k•14k•2•0•Updated Oct 8, 2024Oct 8, 2024
competition-baseline
Public
数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路
data-science kaggle data-competition deep-learning
Jupyter Notebook
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GNU General Public License v3.0
•1.1k•4.3k•0•0•Updated Oct 8, 2024Oct 8, 2024
zzl-ai
Public
TypeScript
•0•1•0•0•Updated Sep 23, 2024Sep 23, 2024
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
•583•4.7k•6•2•Updated Sep 22, 2024Sep 22, 2024
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
•114•715•0•1•Updated Sep 21, 2024Sep 21, 2024
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
•1.5k•12k•5•5•Updated Sep 15, 2024Sep 15, 2024
wonderful-sql
Public
Follow me，从 0 到 1 掌握 SQL。
mysql sql
161•754•0•0•Updated Sep 12, 2024Sep 12, 2024
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/
large-language-models llm ollama
Jupyter Notebook
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Apache License 2.0
•29•115•0•0•Updated Sep 8, 2024Sep 8, 2024
gemini-pailido-demo
Public
Vue
•0•0•0•0•Updated Aug 24, 2024Aug 24, 2024
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
•229•1.7k•5•2•Updated Aug 20, 2024Aug 20, 2024