# TinyTorch Documentation

This directory contains essential documentation for TinyTorch development and usage.

## 📚 User Documentation

- **`STUDENT_QUICKSTART.md`** - Getting started guide for students
- **`INSTRUCTOR_GUIDE.md`** - Setup and grading guide for instructors
- **`cifar10-training-guide.md`** - Complete guide to achieving the north star goal (75% CIFAR-10 accuracy)

## 🔧 Development Documentation

- **`tinytorch-assumptions.md`** - **CRITICAL**: TinyTorch complexity framework and implementation guidelines
- **`tinytorch-textbook-alignment.md`** - Alignment with ML systems textbooks

### Development Standards
- **`development/module-rules.md`** - Module development standards and patterns
- **`development/nbgrader-standardized-testing.md`** - Testing standards
- **`development/nbgrader-testing-template.md`** - Testing templates

### NBGrader Integration
- **`nbgrader/NBGrader_Quick_Reference.md`** - Daily use commands and workflow
- **`nbgrader/NBGRADER_STYLE_GUIDE.md`** - Style guide for NBGrader cells
- **`nbgrader/NBGrader_Text_Response_Technical_Implementation.md`** - Technical implementation details

## 📦 Archive

The `archive/` directory contains historical documentation that's no longer actively maintained but preserved for reference.

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**Start here**:
- **Students**: Read `STUDENT_QUICKSTART.md`
- **Instructors**: Read `INSTRUCTOR_GUIDE.md`
- **Developers**: Read `tinytorch-assumptions.md` FIRST, then `development/module-rules.md`