AI Agent Skills

大厂发布的AI落地实践、顶尖实验室的最新论文、工业界的真实踩坑记录

Pocket Flow: Codebase to Tutorial

《Pytorch实用教程》（第二版）无论是零基础入门，还是CV、NLP、LLM项目应用，或是进阶工程化部署落地，在这里都有。相信在本书的帮助下，读者将能够轻松掌握 PyTorch 的使用，成为一名优秀的深度学习工程师。

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

Harness engineering beginner tutorial, from 0 to 1

A agent framework based on the tutorial hello-agents

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Generate a long-form Chinese interview-prep cheat sheet on a specific ML/LLM topic — formulas with derivations, from-scratch PyTorch code, comparison tables, and 25 高频面试…