Repository Index

TranslatedMain open-source repository of "Understanding AI Agents in Depth: Design Principles and Engineering Practice" (by Li Bojie): the full text of the book, the compiled PDF, and companion code organized by chapter

• agent
• agent-memory
• ai-agent
• book

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

• deep-learning
• machine-learning
• book
• notebook

TranslatedTransfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-Transfer learning

• transferlearning
• domain-adaptation
• transfer-learning
• survey

Translated🔍 Hands-on LLM Application Development, Part 1: A Full-Stack Guide to RAG Technology. Read online at: https://datawhalechina.github.io/all-in-rag/

• embedding
• kimi-k2
• langchain
• llama-index

TranslatedMachine learning tutorials

• machine-learning
• neural-network
• tensorflow
• python

TranslatedA trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and hands-on examples.

• agentic-ai
• ai-agents
• awesome-list
• claude-code

A multi-module course teaching everything you need to know about using GitHub Copilot as an AI Peer Programming resource.

• copilot
• csharp
• dotnet
• github

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

• computer-vision
• deep-learning
• deep-neural-networks
• machine-learning

TranslatedAwesome Pretrained Chinese NLP Models, a collection of high-quality Chinese pretrained models, large models, multimodal models, and large language models

• chinese
• nlp
• pretrained-models
• bert

Multifarious Scrapy examples. Spiders for alexa / amazon / douban / douyu / github / linkedin etc.

Harness engineering in two books: constraints, query loops, context governance and multi-agent verification in Claude Code and Codex. harness-books.agentway.dev

• agentic-ai
• ai-agents
• ai-engineering
• claude-code

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

• pytorch
• pytorch-tutorial
• object-detection
• single-shot-multibox-detector

:sunglasses: A curated list of robotics libraries and software

• robotics-libraries
• multibody-dynamics
• simulation
• robotics

How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

• calibration
• causal-inference
• cold-start
• contrastive-learning

TranslatedMultimodal retrieval in practice: intent recognition, prompt engineering, Qwen LoRA, EmbeddingGemma 2, and InfoNCE contrastive learning. Includes real demos, integration of your own data, training and evaluation, and a learning guide to RAG retrieval components.

• clip
• ecommerce
• image-retrieval
• image-search

A structured, multi-agent Claude Code learning environment for mastering Retrieval-Augmented Generation (RAG)

A few aioble (asyncio BLE) examples of MicroPython using esp32

• asyncio
• ble
• bluetooth-low-energy
• esp32