datawhalechina/wow-rag

A simple and trans-platform rag framework and tutorial

Language: Jupyter Notebook - Size: 305 KB - Last synced at: about 4 hours ago - Pushed at: about 6 hours ago - Stars: 209 - Forks: 25

datawhalechina/daily-interview

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

Language: HTML - Size: 16.3 MB - Last synced at: 1 day ago - Pushed at: 16 days ago - Stars: 3,061 - Forks: 468

datawhalechina/resonant-soul

心灵伴侣，AI+心理健康Agent项目案例

Language: Python - Size: 2.51 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 1 - Forks: 0

datawhalechina/team-learning

主要展示Datawhale的组队学习计划。

Size: 282 MB - Last synced at: 1 day ago - Pushed at: over 2 years ago - Stars: 2,277 - Forks: 695

datawhalechina/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 Notebook - Size: 225 MB - Last synced at: 3 days ago - Pushed at: about 2 months ago - Stars: 20,529 - Forks: 2,470

datawhalechina/team-learning-sql

主要存储Datawhale组队学习中“SQL”方向的资料。

Size: 23.4 MB - Last synced at: 1 day ago - Pushed at: almost 4 years ago - Stars: 183 - Forks: 59

datawhalechina/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 Notebook - Size: 39.9 MB - Last synced at: 4 days ago - Pushed at: 12 months ago - Stars: 3,366 - Forks: 465

datawhalechina/handy-multi-agent

This is a multi agent tutorial based on the CAMEL framework, aimed at understanding how to build an Agent Society from the ground up!

Language: Jupyter Notebook - Size: 66.9 MB - Last synced at: 4 days ago - Pushed at: 25 days ago - Stars: 460 - Forks: 50

datawhalechina/all-in-rag

🔍大模型应用开发实战：RAG技术全栈指南，在线阅读地址：datawhalechina.github.io/all-in-rag/

Language: Python - Size: 41.5 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 35 - Forks: 6

datawhalechina/happy-llm

📚 从零开始的大语言模型原理与实践教程

Language: Jupyter Notebook - Size: 37.2 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 13,015 - Forks: 964

datawhalechina/self-llm

《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

Language: Jupyter Notebook - Size: 154 MB - Last synced at: 5 days ago - Pushed at: 26 days ago - Stars: 21,901 - Forks: 2,220

datawhalechina/joyrl

An easier PyTorch deep reinforcement learning library.

Language: Python - Size: 18.9 MB - Last synced at: 5 days ago - Pushed at: 7 months ago - Stars: 231 - Forks: 20

datawhalechina/easy-vectordb

开源向量数据库部署教程

Size: 46.1 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 23 - Forks: 4

datawhalechina/llm-deploy

大模型/LLM推理和部署理论与实践

Size: 100 MB - Last synced at: 2 days ago - Pushed at: 16 days ago - Stars: 299 - Forks: 43

datawhalechina/handy-n8n

handy-n8n, learn n8n by doing

Language: HTML - Size: 11.8 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 3 - Forks: 0

datawhalechina/mcp-lite-dev

共学《MCP极简开发》项目代码

Language: Python - Size: 1.78 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 12 - Forks: 6

datawhalechina/rl-papers

rl-papers

Size: 59.6 KB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 48 - Forks: 9

datawhalechina/ai-hardware-robotics

Language: Python - Size: 81.8 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 74 - Forks: 17

datawhalechina/math-for-ai

Datawhale开源教程《人工智能的数学基础》

Language: Jupyter Notebook - Size: 30.5 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 124 - Forks: 18

datawhalechina/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 Notebook - Size: 26.3 MB - Last synced at: 12 days ago - Pushed at: 13 days ago - Stars: 4,513 - Forks: 1,075

datawhalechina/hugging-vis

Hugging Vision, Hugging AGI.

Language: Jupyter Notebook - Size: 311 MB - Last synced at: 11 days ago - Pushed at: about 2 months ago - Stars: 156 - Forks: 16

datawhalechina/awesome-compression

模型压缩的小白入门教程，PDF下载地址 https://github.com/datawhalechina/awesome-compression/releases

Size: 311 MB - Last synced at: 15 days ago - Pushed at: about 2 months ago - Stars: 305 - Forks: 35

datawhalechina/smart-card

智能卡片工坊2.0

Language: Python - Size: 18.6 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 3 - Forks: 2

datawhalechina/torch-rechub

A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.

Language: Python - Size: 32.6 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 540 - Forks: 86

datawhalechina/releasing-research-code Fork of paperswithcode/releasing-research-code

发布研究论文代码的小技巧

Size: 548 KB - Last synced at: 11 days ago - Pushed at: almost 5 years ago - Stars: 83 - Forks: 17

datawhalechina/smart-card-workshop

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。

Language: TypeScript - Size: 3.83 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 26 - Forks: 6

datawhalechina/team-learning-program

主要存储Datawhale组队学习中“编程、数据结构与算法”方向的资料。

Language: Jupyter Notebook - Size: 210 MB - Last synced at: 20 days ago - Pushed at: over 1 year ago - Stars: 836 - Forks: 375

datawhalechina/ML-FTTI

机器学习 - 从原理到实现

Language: Python - Size: 2.63 MB - Last synced at: 14 days ago - Pushed at: over 3 years ago - Stars: 29 - Forks: 7

datawhalechina/docker-notes

Docker 教程：从零基础到掌握 Docker

Size: 192 KB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 1 - Forks: 0

datawhalechina/wow-agent

A simple and trans-platform agent framework and tutorial

Language: Jupyter Notebook - Size: 1.32 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 113 - Forks: 22

datawhalechina/thorough-pytorch

PyTorch入门教程，在线阅读地址：https://datawhalechina.github.io/thorough-pytorch/

Language: Jupyter Notebook - Size: 84.5 MB - Last synced at: 23 days ago - Pushed at: 24 days ago - Stars: 3,103 - Forks: 474

datawhalechina/DOPMC

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

Language: Python - Size: 1.14 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 223 - Forks: 31

datawhalechina/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 Notebook - Size: 18.4 MB - Last synced at: 28 days ago - Pushed at: 12 months ago - Stars: 361 - Forks: 147

datawhalechina/coffee-therapy

咖啡疗愈小程序

Language: JavaScript - Size: 394 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 1

datawhalechina/paper-chart-tutorial

《科研论文配图》组队学习

Size: 15.9 MB - Last synced at: 28 days ago - Pushed at: almost 2 years ago - Stars: 83 - Forks: 11

datawhalechina/sweetalk-data-structure

电子书阅读地址

Size: 11.9 MB - Last synced at: 16 days ago - Pushed at: about 2 years ago - Stars: 16 - Forks: 2

datawhalechina/leegenai-tutorial

《李宏毅生成式人工智能教程》，PDF下载地址：https://github.com/datawhalechina/leegenai-tutorial/releases

Size: 139 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 137 - Forks: 10

datawhalechina/fun-rec

推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

Language: Jupyter Notebook - Size: 133 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 5,848 - Forks: 925

datawhalechina/team-learning-rl

主要存储Datawhale组队学习中“强化学习”方向的资料。

Size: 1.95 KB - Last synced at: 6 days ago - Pushed at: over 4 years ago - Stars: 34 - Forks: 6

datawhalechina/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 Notebook - Size: 516 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 11,618 - Forks: 2,045

datawhalechina/yolo-master

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。

Size: 110 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 138 - Forks: 24

datawhalechina/easy-grokking-deep-learning

Easy-Grokking-Deep-Learning，意为轻松摸索深度学习，英文缩写可简称为EGDL。

Language: Python - Size: 1.67 MB - Last synced at: 3 days ago - Pushed at: almost 3 years ago - Stars: 17 - Forks: 2

datawhalechina/dive-into-bishop-dl

Datawhale开源教程 Bishop 深度学习理论和方法讲解

Size: 88 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 1

datawhalechina/so-large-lm

大模型基础: 一文了解大模型基础知识

Size: 24.6 MB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 5,071 - Forks: 425

datawhalechina/design-with-ai

Size: 57.5 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 17 - Forks: 6

datawhalechina/pumpkin-book

《机器学习》（西瓜书）公式详解

Size: 10.5 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 24,898 - Forks: 4,780

datawhalechina/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 Notebook - Size: 295 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 15,209 - Forks: 3,037

datawhalechina/simple-ml-code Fork of datawhalechina/repo-template

simple-ml-code

Language: Python - Size: 22.1 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 1

datawhalechina/fun-transformer

通过带领大家解读Transformer模型来加深对模型的理解

Size: 17.5 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 188 - Forks: 32

datawhalechina/d2l-ai-solutions-manual

《动手学深度学习》习题解答，在线阅读地址如下：

Language: Jupyter Notebook - Size: 792 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 461 - Forks: 76

datawhalechina/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。

Language: Jupyter Notebook - Size: 9.12 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 1,624 - Forks: 188

datawhalechina/handy-ollama

动手学Ollama，CPU玩转大模型部署，在线阅读地址：https://datawhalechina.github.io/handy-ollama/

Language: Jupyter Notebook - Size: 61.5 MB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 1,674 - Forks: 221

datawhalechina/leetcode-notes

🐳 LeetCode 算法笔记：面试、刷题、学算法。在线阅读地址：https://datawhalechina.github.io/leetcode-notes/

Size: 10.6 MB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 856 - Forks: 139

datawhalechina/learn-python-the-smart-way

聪明方法学Python，简明且系统的 Python 入门教程。

Language: Jupyter Notebook - Size: 4.12 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 355 - Forks: 93

datawhalechina/office-automation

python自动化办公

Language: Jupyter Notebook - Size: 11.2 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 304 - Forks: 58

datawhalechina/distil-rl-introduction

An reconstruction of RL Introduction and its course materials for a more efficient entry

Size: 18.4 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 6 - Forks: 2

datawhalechina/whale-quant

本项目为量化开源课程，可以帮助人们快速掌握量化金融知识以及使用Python进行量化开发的能力。

Language: Jupyter Notebook - Size: 32.4 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1,149 - Forks: 166

datawhalechina/university-event

城市活动签到项目

Language: Vue - Size: 44.9 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

datawhalechina/wow-fullstack

wow-fullstack，令人惊叹的全栈开发教程

Language: Jupyter Notebook - Size: 11.5 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 190 - Forks: 41

datawhalechina/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 Notebook - Size: 5.72 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 1,875 - Forks: 236

datawhalechina/joyful-pandas

pandas中文教程

Language: Jupyter Notebook - Size: 61.1 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 4,859 - Forks: 1,913

datawhalechina/tiny-universe

《大模型白盒子构建指南》：一个全手搓的Tiny-Universe

Language: Jupyter Notebook - Size: 19.9 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 2,893 - Forks: 299

datawhalechina/vced

VCED 可以通过你的文字描述来自动识别视频中相符合的片段进行视频剪辑。该项目基于跨模态搜索与向量检索技术搭建，通过前后端分离的模式，帮助你快速的接触新一代搜索技术。

Language: Python - Size: 26.5 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 373 - Forks: 63

datawhalechina/hugging-multi-agent

A tutorial based on MetaGPT to quickly help you understand the concept of agent and muti-agent and get started with coding development. 基于MetaGPT的多智能体入门与开发教程

Language: CSS - Size: 5.73 MB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 1,222 - Forks: 152

datawhalechina/hands-on-data-analysis

动手学数据分析以项目为主线，知识点孕育其中，通过边学、边做、边引导来得到更好的学习效果

Language: Jupyter Notebook - Size: 6.03 MB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 1,270 - Forks: 369

datawhalechina/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 Notebook - Size: 161 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 8,150 - Forks: 926

datawhalechina/team-learning-data-mining

主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。

Language: Jupyter Notebook - Size: 97.7 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 1,711 - Forks: 817

datawhalechina/learn-nlp-with-transformers

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

Language: Shell - Size: 40.2 MB - Last synced at: 2 months ago - Pushed at: 12 months ago - Stars: 2,893 - Forks: 481

datawhalechina/powerful-numpy

巨硬的NumPy

Language: Jupyter Notebook - Size: 18.4 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 416 - Forks: 84

datawhalechina/joyrl-book

Language: Jupyter Notebook - Size: 279 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 208 - Forks: 26

datawhalechina/fantastic-matplotlib

Matplotlib中文教程，在线阅读地址：https://datawhalechina.github.io/fantastic-matplotlib/

Language: Python - Size: 12.9 MB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 492 - Forks: 106

datawhalechina/dive-into-cv-pytorch

动手学CV-Pytorch版

Language: Python - Size: 44.8 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 915 - Forks: 186

datawhalechina/learn-python-the-smart-way-v2

聪明办法学Python，简明且系统的 Python 入门教程第二版。

Language: Jupyter Notebook - Size: 15.7 MB - Last synced at: 2 months ago - Pushed at: 7 months ago - Stars: 293 - Forks: 45

datawhalechina/team-learning-nlp

主要存储Datawhale组队学习中“自然语言处理”方向的资料。

Language: Jupyter Notebook - Size: 40.7 MB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 916 - Forks: 261

datawhalechina/wonderful-sql

Follow me，从 0 到 1 掌握 SQL。

Size: 38.6 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 838 - Forks: 172

datawhalechina/machine-learning-toy-code

《机器学习》（西瓜书）代码实战

Language: Jupyter Notebook - Size: 82 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 808 - Forks: 166

datawhalechina/ml-for-security

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

Size: 45.8 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 62 - Forks: 3

datawhalechina/hugging-llm

HuggingLLM, Hugging Future.

Language: Jupyter Notebook - Size: 152 MB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 2,975 - Forks: 386

datawhalechina/desktop-pet

基于文心一言和树莓派Pico的最简易桌面宠物

Language: Python - Size: 12.5 MB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 74 - Forks: 25

datawhalechina/faster-git

a chinese tutorial of git

Size: 18.7 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 152 - Forks: 57

datawhalechina/juicy-bigdata

🎉🎉🐳 Datawhale大数据处理导论教程 | 大数据技术方向的开篇课程🎉🎉

Language: Python - Size: 27.4 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 313 - Forks: 43

datawhalechina/time-series-learning

天池”AI Earth“气象海洋预测竞赛的Topline学习教程

Language: Jupyter Notebook - Size: 4.84 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 67 - Forks: 27

datawhalechina/coze-ai-assistant

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。

Size: 65.7 MB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 83 - Forks: 15

datawhalechina/ensemble-learning

Language: Jupyter Notebook - Size: 25.8 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 147 - Forks: 38

datawhalechina/free-excel

开源Excel教程。

Language: CSS - Size: 83.9 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 140 - Forks: 43

datawhalechina/huawei-od-python

华为OD算法题解

Language: Python - Size: 3.05 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 145 - Forks: 27

datawhalechina/go-talent

Go天才小队

Language: Go - Size: 1.37 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 53 - Forks: 24

datawhalechina/sweetalk-design-pattern

基于《大话设计模式》对设计原则和设计模式进行解读。

Language: C++ - Size: 75.6 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 119 - Forks: 18

datawhalechina/coggle

Coggle数据科学

Size: 7.81 KB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 16 - Forks: 6

datawhalechina/openmmlab-tutorial

帮助新手快速入门、快速使用、习惯 OpenMMLab 开源库官方文档且能够自主上手实验，自由选择阅读更深层的知识。

Language: Jupyter Notebook - Size: 6.82 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 62 - Forks: 8

datawhalechina/hml-solutions

《动手学机器学习》习题解答

Language: Jupyter Notebook - Size: 105 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 42 - Forks: 12

datawhalechina/agent-tutorial

Size: 13.1 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 260 - Forks: 28

datawhalechina/hack-rnns

本仓库将带大家从零开始,用pytorch的线性层搭建传统的NLP神经网络

Size: 9.92 MB - Last synced at: 4 months ago - Pushed at: 8 months ago - Stars: 34 - Forks: 7

datawhalechina/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！

Size: 23.4 MB - Last synced at: 4 months ago - Pushed at: about 1 year ago - Stars: 572 - Forks: 79

datawhalechina/aima-notes

人工智能：现代方法（第4版）笔记

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datawhalechina/whale-paper

Datawhale论文分享，阅读前沿论文，分享技术创新

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datawhalechina/smoothly-vslam

VSLAM开源基础教程，各章节练习代码

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datawhalechina/smart-prompt

一个构建“听话”提示词的教程

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datawhalechina/smart-dev

基于Roo Cline+DeepSeek的AI开发教程

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datawhalechina/llmbook

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