# 📚 TinyTorch Documentation

Welcome to the TinyTorch documentation! This directory contains all the guides, principles, and references for building and using TinyTorch.

## 🎓 For Students

**Start here if you're taking the ML Systems course:**

- [Project Guide](students/project-guide.md) - Track your progress through all 12 modules
- [Quickstart](../quickstart.md) - Get up and running quickly
- [Main README](../README.md) - Project overview and introduction

## 🎯 Educational Philosophy

**Understanding how TinyTorch is designed for learning:**

- [Pedagogical Principles](pedagogy/pedagogical-principles.md) - The "Build → Use → Understand" framework
- [Vision](pedagogy/vision.md) - High-level course philosophy and learning approach
- [Testing Architecture](pedagogy/testing-architecture.md) - Dual testing system for education

## 🔧 For Module Developers

**Building new modules or contributing to TinyTorch:**

- [Module Development Guide](development/module-development-guide.md) - Complete guide to building modules
- [Module Generation Guide](development/module-generation-guide.md) - Automated module creation
- [Standard Module Guide](development/standard-module-guide.md) - Module standards and conventions
- [Quick Module Reference](development/quick-module-reference.md) - Fast reference for common tasks

## 🗂️ Documentation Structure

```
docs/
├── pedagogy/           # Educational philosophy and principles
├── development/        # Module development guides
├── students/          # Student-facing documentation
└── README.md          # This file
```

## 🚀 Quick Navigation

- **New to TinyTorch?** → Start with [Project Guide](students/project-guide.md)
- **Building modules?** → Check [Module Development Guide](development/module-development-guide.md)
- **Understanding the pedagogy?** → Read [Pedagogical Principles](pedagogy/pedagogical-principles.md)
- **Need quick help?** → Use [Quick Module Reference](development/quick-module-reference.md)

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*All documentation follows the TinyTorch pedagogical principle: **Build → Use → Understand → Repeat***