# TinyTorch: Build ML Systems from Scratch
# PDF Table of Contents - Linear Structure

format: jb-book
root: cover
title: "TinyTorch Course"

chapters:
- file: preface
  title: "Preface"

- file: intro
  title: "Introduction"

- file: chapters/00-introduction
  title: "Course Overview"

# Foundation Tier (Modules 01-07)
- file: ../modules/01_tensor/ABOUT
  title: "01. Tensor"

- file: ../modules/02_activations/ABOUT
  title: "02. Activations"

- file: ../modules/03_layers/ABOUT
  title: "03. Layers"

- file: ../modules/04_losses/ABOUT
  title: "04. Losses"

- file: ../modules/05_autograd/ABOUT
  title: "05. Autograd"

- file: ../modules/06_optimizers/ABOUT
  title: "06. Optimizers"

- file: ../modules/07_training/ABOUT
  title: "07. Training"

# Architecture Tier (Modules 08-13)
- file: ../modules/08_dataloader/ABOUT
  title: "08. DataLoader"

- file: ../modules/09_spatial/ABOUT
  title: "09. Convolutions"

- file: ../modules/10_tokenization/ABOUT
  title: "10. Tokenization"

- file: ../modules/11_embeddings/ABOUT
  title: "11. Embeddings"

- file: ../modules/12_attention/ABOUT
  title: "12. Attention"

- file: ../modules/13_transformers/ABOUT
  title: "13. Transformers"

# Optimization Tier (Modules 14-19)
- file: ../modules/14_profiling/ABOUT
  title: "14. Profiling"

- file: ../modules/15_memoization/ABOUT
  title: "15. Memoization"

- file: ../modules/16_quantization/ABOUT
  title: "16. Quantization"

- file: ../modules/17_compression/ABOUT
  title: "17. Compression"

- file: ../modules/18_acceleration/ABOUT
  title: "18. Acceleration"

- file: ../modules/19_benchmarking/ABOUT
  title: "19. Benchmarking"

# Capstone Project
- file: ../modules/20_capstone/ABOUT
  title: "20. MLPerf® Edu Competition"

# Appendices
- file: chapters/milestones
  title: "Appendix A: Historical Milestones"

- file: quickstart-guide
  title: "Appendix B: Quick Start Guide"

- file: tito-essentials
  title: "Appendix C: TITO CLI Reference"

- file: resources
  title: "Appendix D: Additional Resources"