Repository Index

Curated list of project-based tutorials

• tutorial
• project
• beginner-project
• webdevelopment

Translated📚 "Building Agents from Scratch" — A tutorial on agent principles and practice, starting from zero

• agent
• tutorial
• llm
• rag

Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1

• agent
• claude-code
• teaching
• agent-development

Learn AI Engineering! Learn it. Build it. Ship it for others.

• agents
• ai
• ai-agents
• ai-engineering

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

• deep-learning
• deep-learning-tutorial
• pytorch
• gan

A visual, example-driven guide to Claude Code — from basic concepts to advanced agents, with copy-paste templates that bring immediate value.

• claude-code
• guide
• tutorial

Curso para aprender el lenguaje de programación Python desde cero y para principiantes. 100 clases, 44 horas en vídeo, código, proyectos y grupo de chat. Fundamentos, frontend, backend, testing, IA...

• fastapi
• mongodb
• python
• python3

PyTorch Tutorial for Deep Learning Researchers

• deep-learning
• pytorch-tutorial
• neural-networks
• pytorch

100-Days-Of-ML-Code中文版

• machine-learning
• python
• 100-days-of-ml-code
• chinese-simplified

Best Practices on Recommendation Systems

• machine-learning
• recommender
• ranking
• deep-learning

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

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

Pocket Flow: Codebase to Tutorial

• coding
• large-language-model
• large-language-models
• llm

机场推荐、Clash / V2ray 客户端配置与代理工具指南

• clash
• documentation
• mihomo
• proxy

Practical Python Programming (course by @dabeaz)

• python
• pythontutorial
• tutorial

A free, online learning platform to make quality education accessible for all.

• education
• interactive
• learning
• python

An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks

• neural-network
• image-classification
• machine-learning
• caffe

:earth_americas: Simple and ready-to-use tutorials for TensorFlow

• deep-learning
• neural-network
• tensorflow
• machine-learning

Deep Learning Tutorial notes and code. See the wiki for more info.

A best practice for tensorflow project template architecture.

• tesnorflow
• software-engineering
• oop
• deep-learning

Tutorial material on the scientific Python ecosystem

Official SGLang x Datawhale course on LLM inference: understand inference, build a mini-sglang from scratch, then read the real SGLang source and land your first PR. Available in English and Chinese.

• infra
• llm
• sglang
• cuda

Application of asyncio to hardware interfaces. Tutorial and code.

• micropython
• asyncio
• embedded

Deep Learning Resources and Tutorials using Keras and Lasagne

🎆 A visualization of the CapsNet layers to better understand how it works

• capsule-network
• tensorflow
• python
• hinton