Datawhale

All

170 repositories

members-visualization
Public
组织成员分析与榜单可视化，在线地址：https://datawhalechina.github.io/members-visualization/
visualization interesting-ideas
Python
•2•17•0•0•Updated Oct 3, 2025Oct 3, 2025
all-in-rag
Public
🔍大模型应用开发实战一：RAG技术全栈指南，在线阅读地址：https://datawhalechina.github.io/all-in-rag/
python ai neo4j embedding multimodal rag milvus llm langchain llama-index
Python
•426•837•2•1•Updated Oct 3, 2025Oct 3, 2025
dive-into-bishop-dl
Public
Datawhale开源教程 Bishop 深度学习理论和方法讲解
1•20•0•0•Updated Oct 3, 2025Oct 3, 2025
base-nlp
Public
python nlp linux docker tutorial pytorch transformer rnn llama bert
Python
•0•9•0•0•Updated Oct 3, 2025Oct 3, 2025
Post-training-of-LLMs
Public
Jupyter Notebook
•3•11•0•0•Updated Oct 2, 2025Oct 2, 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/
rag langchain
Jupyter Notebook
•1.1k•10k•2•0•Updated Oct 2, 2025Oct 2, 2025
hello-agents
Public
从零开始的智能体学习之旅！
agent tutorial multiagent-systems
Python
•
Other
•20•211•4•0•Updated Oct 1, 2025Oct 1, 2025
easy-vectordb
Public
开源向量数据库部署教程
milvus vector-database
Jupyter Notebook
•
Apache License 2.0
•14•80•2•0•Updated Sep 30, 2025Sep 30, 2025
video-devour
Public
🚀 基于 ASR + VLM 技术的智能视频笔记工具，能够将任何视频"吞噬"并生成包含图文内容和视频剪影的结构化笔记报告
Python
•
MIT License
•0•0•0•0•Updated Sep 29, 2025Sep 29, 2025
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
•
Other
•188•1.6k•8•0•Updated Sep 26, 2025Sep 26, 2025
self-dify
Public
本教程将全面指导你如何快速搭建自己的AI应用环境，从Docker桌面版的安装与配置开始，到本地部署Dify并自定义AI助手功能，让你轻松实现“猜病例”、“甜蜜哄人”、“新生入学指南”、“小红书读书卡片”与“面试宝典”等多种特色AI应用。并教会你从基础智能体到使用工作流，再到知识库、DeepResearch、数据库、MCP、复杂任务编排等高阶任务，由浅到深的学习掌握基于dify的大模型应用开发。
agents dify rag llms
Creative Commons Attribution Share Alike 4.0 International
•13•108•6•0•Updated Sep 25, 2025Sep 25, 2025
hml-solutions
Public
《动手学机器学习》习题解答
Jupyter Notebook
•
Other
•17•72•2•0•Updated Sep 23, 2025Sep 23, 2025
handy-n8n
Public
handy-n8n, learn n8n by doing
workflow n8n
JavaScript
•
Other
•2•69•1•0•Updated Sep 22, 2025Sep 22, 2025
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
•
GNU General Public License v3.0
•1.1k•4.6k•0•0•Updated Sep 21, 2025Sep 21, 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
Python
•943•6.3k•2•0•Updated Sep 17, 2025Sep 17, 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
•61•553•1•0•Updated Sep 16, 2025Sep 16, 2025
desktop-pet
Public
基于文心一言和树莓派Pico的最简易桌面宠物
Python
•
Apache License 2.0
•25•81•0•1•Updated Sep 16, 2025Sep 16, 2025
happy-llm
Public
📚 从零开始的大语言模型原理与实践教程
agent rag llm
Jupyter Notebook
•
Other
•1.6k•19k•20•5•Updated Sep 16, 2025Sep 16, 2025
ai-hardware-robotics
Public
Python
•
Apache License 2.0
•24•155•0•0•Updated Sep 16, 2025Sep 16, 2025
torch-rechub
Public
A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.
deep-learning pytorch recommendation-system recsys recommendation-engine recommender-system recommendation-algorithms ctr-prediction
Python
•
MIT License
•93•589•17•0•Updated Sep 15, 2025Sep 15, 2025
wow-rag
Public
A simple and trans-platform rag framework and tutorial
Jupyter Notebook
•25•215•1•0•Updated Sep 13, 2025Sep 13, 2025
math-for-ai
Public
Datawhale开源教程《人工智能的数学基础》
Jupyter Notebook
•19•164•1•0•Updated Sep 10, 2025Sep 10, 2025
statistical-learning-method-solutions-manual
Public
机器学习方法习题解答，在线阅读地址：https://datawhalechina.github.io/statistical-learning-method-solutions-manual
machine-learning statistical-learning-method
Jupyter Notebook
•
Other
•241•1.9k•2•0•Updated Sep 9, 2025Sep 9, 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
•
Other
•2.1k•13k•53•1•Updated Sep 6, 2025Sep 6, 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
•
Apache License 2.0
•2.5k•25k•144•0•Updated Sep 4, 2025Sep 4, 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
•152•952•2•1•Updated Sep 2, 2025Sep 2, 2025
hugging-vis
Public
Hugging Vision, Hugging AGI.
Jupyter Notebook
•16•169•0•1•Updated Sep 1, 2025Sep 1, 2025
hugging-llm
Public
HuggingLLM, Hugging Future.
Jupyter Notebook
•
Other
•390•3k•0•0•Updated Aug 30, 2025Aug 30, 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
Jupyter Notebook
•388•3.8k•9•3•Updated Aug 30, 2025Aug 30, 2025
juicy-bigdata
Public
🎉🎉🐳 Datawhale大数据处理导论教程 | 大数据技术方向的开篇课程🎉🎉
hive hbase hdfs mapreduce spark hadoop bigdata
Python
•43•337•0•0•Updated Aug 29, 2025Aug 29, 2025