datawhalechina

datawhalechina

agentic-ai

★ 1,371

A Chinese translation and study guide built around Andrew Ng's Agentic AI course series on DeepLearning.AI, offering course content translation, concept summaries and example code walkthroughs.

datawhalechina

torch-rechub

★ 1,241

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

datawhalechina

wonderful-sql

★ 1,142

Follow me，从 0 到 1 掌握 SQL。

datawhalechina

base-llm

★ 1,133

A full-stack tutorial covering algorithms from NLP to LLMs. Read online at https://datawhalechina.github.io/base-llm/

datawhalechina

llm-algo-leetcode

★ 767

LLM algorithm practice lab with theory, solutions and test cases. A tutorial for learning LLM algorithms and systems from beginner to advanced, covering theory, worked solutions, test cases and CUDA/Triton practice.

datawhalechina

deep-learning-notes

★ 719

Personal deep learning study notes and tutorial-style notebooks

datawhalechina

dive-into-embodied-ai

★ 713

从零到一搭建一台具身智能机器人:深入强化学习、World-Model、VLA 等智能决策方法的工程落地,贯穿仿真环境、控制器、运动规划、感知系统等技能树模块,并在真实项目中跑通"决策—控制—感知"完整链路。

datawhalechina

hello-generic-agent

★ 629

📚 《Generic Agent使用指南》——轻松上手自进化智能体，从基础调用到高级技巧全覆盖

datawhalechina

easy-langent

★ 527

A tutorial series on "langent", a portmanteau of "lang" and "agent".

datawhalechina

learn-world-model

★ 497

Learn everything about world model

datawhalechina

easy-vecdb

★ 432

A from-scratch tutorial on vector database principles and practice. Read online at https://easy-vecdb.datawhale.cc/