Datawhale (datawhalechina)

Datawhale

datawhalechina

Geek Repo

for the learner,和学习者一起成长

Home Page:http://datawhale.cn

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Datawhale's repositories

pumpkin-book

《机器学习》(西瓜书)公式详解

leedl-tutorial

《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

Language:Jupyter NotebookLicense:NOASSERTIONStargazers:12578Issues:274Issues:84

llm-cookbook

面向开发者的 LLM 入门教程,吴恩达大模型系列课程中文版

Language:Jupyter NotebookStargazers:11128Issues:87Issues:36

easy-rl

强化学习中文教程(蘑菇书🍄),在线阅读地址:https://datawhalechina.github.io/easy-rl/

Language:Jupyter NotebookLicense:NOASSERTIONStargazers:8925Issues:78Issues:142

self-llm

《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**宝宝的部署教程

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:7429Issues:60Issues:140

llm-universe

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/

Language:Jupyter NotebookStargazers:4179Issues:20Issues:46

competition-baseline

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

Language:Jupyter NotebookLicense:GPL-3.0Stargazers:4172Issues:87Issues:24

so-large-lm

大模型基础: 一文了解大模型基础知识

learn-nlp-with-transformers

we want to create a repo to illustrate usage of transformers in chinese

statistical-learning-method-solutions-manual

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

Language:Jupyter NotebookLicense:NOASSERTIONStargazers:1687Issues:24Issues:21

key-book

《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。

llms-from-scratch-cn

仅需Python基础,从0构建大语言模型;从0逐步构建GLM4\Llama3\RWKV6, 深入理解大模型原理

Language:Jupyter NotebookLicense:NOASSERTIONStargazers:923Issues:14Issues:5

tiny-universe

《大模型白盒子构建指南》:一个全手搓的Tiny-Universe

wonderful-sql

Follow me,从 0 到 1 掌握 SQL。

intro-mathmodel

《数学建模导论》教程,全网最全数学建模模型与算法教程系列,带你走进数学建模的大门!

team-learning-cv

主要存储Datawhale组队学习中“计算机视觉”方向的资料。

Language:Jupyter NotebookStargazers:306Issues:6Issues:1

DOPMC

Datawhale 开源项目管理委员会(Datawhale Open-source Project Management Committee,简称DOPMC)

joyrl

An easier PyTorch deep reinforcement learning library.

Language:PythonLicense:MITStargazers:153Issues:6Issues:4

awesome-compression

模型压缩的小白入门教程

Language:Jupyter NotebookStargazers:125Issues:2Issues:1

hugging-sd

Hugging StableDiffusion, Hugging Future.

Language:Jupyter NotebookStargazers:104Issues:5Issues:0

zishu

wow-fullstack,令人惊叹的全栈开发教程

Language:JavaScriptStargazers:67Issues:4Issues:0

llm-deploy

大模型/LLM推理和部署理论与实践

unlock-hf

解锁HuggingFace生态的百般用法

hugging-rl

Robot Learning Algorithms

scientific-computing

Python科学计算教程,学完Python不知道如何应用?看这里:https://datawhalechina.github.io/scientific-computing/

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