# 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 ### Development Standards - **`development/module-rules.md`** - Module development standards and patterns ### 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 --- **Start here**: - **Students**: Read `STUDENT_QUICKSTART.md` - **Instructors**: Read `INSTRUCTOR_GUIDE.md` - **Developers**: Read `tinytorch-assumptions.md` FIRST, then `development/module-rules.md`