# TinyTorch: Build ML Systems from Scratch
# PDF Table of Contents - Lab Guide (streamlined)

format: jb-book
root: pdf_intro
title: "TinyTorch Lab Guide"

parts:

# Course Orientation (minimal)
- caption: Getting Started
  numbered: false
  chapters:
  - file: preface
    title: "Welcome"
  - file: big-picture
    title: "The Big Picture"
  - file: getting-started
    title: "Quick Start"

# Foundation Tier
- caption: Foundation (Modules 01-08)
  numbered: true
  chapters:
  - 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_dataloader_ABOUT
    title: "05. DataLoader"
  - file: modules/06_autograd_ABOUT
    title: "06. Autograd"
  - file: modules/07_optimizers_ABOUT
    title: "07. Optimizers"
  - file: modules/08_training_ABOUT
    title: "08. Training"

# Architecture Tier
- caption: Architecture (Modules 09-13)
  numbered: true
  chapters:
  - file: modules/09_convolutions_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
- caption: Optimization (Modules 14-19)
  numbered: true
  chapters:
  - file: modules/14_profiling_ABOUT
    title: "14. Profiling"
  - file: modules/15_quantization_ABOUT
    title: "15. Quantization"
  - file: modules/16_compression_ABOUT
    title: "16. Compression"
  - file: modules/17_acceleration_ABOUT
    title: "17. Acceleration"
  - file: modules/18_memoization_ABOUT
    title: "18. Memoization"
  - file: modules/19_benchmarking_ABOUT
    title: "19. Benchmarking"

# Capstone
- caption: Capstone
  numbered: true
  chapters:
  - file: modules/20_capstone_ABOUT
    title: "20. Torch Olympics"

# Historical Milestones
- caption: Historical Milestones
  numbered: true
  chapters:
  - file: milestones/milestones_ABOUT
    title: "Overview"
  - file: milestones/01_perceptron_ABOUT
    title: "1958: Perceptron"
  - file: milestones/02_xor_ABOUT
    title: "1969: XOR Crisis"
  - file: milestones/03_mlp_ABOUT
    title: "1986: MLP Revival"
  - file: milestones/04_cnn_ABOUT
    title: "1998: CNN Revolution"
  - file: milestones/05_transformer_ABOUT
    title: "2017: Transformers"
  - file: milestones/06_mlperf_ABOUT
    title: "2018: MLPerf"

# TITO CLI Reference
- caption: TITO CLI Reference
  numbered: false
  chapters:
  - file: tito/overview
    title: "Command Overview"
  - file: tito/modules
    title: "Module Workflow"
  - file: tito/milestones
    title: "Milestone System"
  - file: tito/data
    title: "Progress & Data"
  - file: tito/testing
    title: "Developer Testing"
  - file: tito/troubleshooting
    title: "Troubleshooting"

# Conclusion
- caption: Conclusion
  numbered: false
  chapters:
  - file: conclusion
    title: "You Built Something Real"

# Community (referenced from TITO overview)
- caption: Community
  numbered: false
  chapters:
  - file: community
    title: "Community Guide"

# Appendix
- caption: Appendix
  numbered: false
  chapters:
  - file: datasets
    title: "Datasets Reference"