mirror of
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118 lines
3.2 KiB
YAML
118 lines
3.2 KiB
YAML
# TinyTorch: Build ML Systems from Scratch
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# Table of Contents Structure
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format: jb-book
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root: intro
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title: "TinyTorch Course"
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parts:
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# Getting Started - Consolidated single entry point
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- caption: 🚀 Getting Started
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chapters:
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- file: getting-started
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title: "Complete Guide"
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# Foundation Tier - Collapsible section
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- caption: 🏗 Foundation Tier (01-07)
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chapters:
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- file: tiers/foundation
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title: "📖 Tier Overview"
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- file: modules/01_tensor_ABOUT
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title: "01. Tensor"
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- file: modules/02_activations_ABOUT
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title: "02. Activations"
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- file: modules/03_layers_ABOUT
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title: "03. Layers"
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- file: modules/04_losses_ABOUT
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title: "04. Losses"
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- file: modules/05_autograd_ABOUT
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title: "05. Autograd"
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- file: modules/06_optimizers_ABOUT
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title: "06. Optimizers"
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- file: modules/07_training_ABOUT
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title: "07. Training"
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# Architecture Tier - Collapsible section
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- caption: 🏛️ Architecture Tier (08-13)
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chapters:
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- file: tiers/architecture
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title: "📖 Tier Overview"
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- file: modules/08_dataloader_ABOUT
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title: "08. DataLoader"
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- file: modules/09_spatial_ABOUT
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title: "09. Convolutions"
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- file: modules/10_tokenization_ABOUT
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title: "10. Tokenization"
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- file: modules/11_embeddings_ABOUT
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title: "11. Embeddings"
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- file: modules/12_attention_ABOUT
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title: "12. Attention"
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- file: modules/13_transformers_ABOUT
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title: "13. Transformers"
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# Optimization Tier - Collapsible section
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- caption: ⏱️ Optimization Tier (14-19)
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chapters:
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- file: tiers/optimization
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title: "📖 Tier Overview"
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- file: modules/14_profiling_ABOUT
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title: "14. Profiling"
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- file: modules/15_quantization_ABOUT
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title: "15. Quantization"
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- file: modules/16_compression_ABOUT
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title: "16. Compression"
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- file: modules/17_memoization_ABOUT
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title: "17. Memoization"
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- file: modules/18_acceleration_ABOUT
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title: "18. Acceleration"
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- file: modules/19_benchmarking_ABOUT
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title: "19. Benchmarking"
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# Capstone Competition - Collapsible section
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- caption: 🏅 Capstone Competition
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chapters:
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- file: tiers/olympics
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title: "📖 Competition Overview"
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- file: modules/20_capstone_ABOUT
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title: "20. Torch Olympics"
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# Course Orientation - Collapsible section
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- caption: 🧭 Course Orientation
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chapters:
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- file: chapters/00-introduction
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title: "Course Structure"
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- file: prerequisites
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title: "Prerequisites & Resources"
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- file: chapters/learning-journey
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title: "Learning Journey"
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- file: chapters/milestones
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title: "Historical Milestones"
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- file: faq
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title: "FAQ"
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# TITO CLI Reference - Collapsible section
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- caption: 🛠️ TITO CLI Reference
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chapters:
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- file: tito/overview
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title: "Command Overview"
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- file: tito/modules
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title: "Module Workflow"
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- file: tito/milestones
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title: "Milestone System"
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- file: tito/data
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title: "Progress & Data"
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- file: tito/troubleshooting
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title: "Troubleshooting"
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- file: datasets
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title: "Datasets Guide"
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# Community - Collapsible section
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- caption: 🤝 Community
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chapters:
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- file: community
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title: "Ecosystem"
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- file: resources
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title: "Learning Resources"
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- file: credits
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title: "Credits & Acknowledgments"
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