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42a77450c0
- Updated main README to prominently feature historical milestones (1957-2024) - Added new 'Journey Through ML History' section to book navigation - Created comprehensive milestones-overview.md chapter explaining the progression - Updated intro.md with milestone achievements section - Enhanced quickstart-guide.md with milestone unlock information - Reflects working milestones/ directory structure with 6 historical demonstrations - Clear progression: Perceptron (1957) → XOR (1969) → MLP (1986) → CNN (1998) → Transformers (2017) → Systems (2024) - Emphasizes proof-of-mastery approach with real achievements
97 lines
2.3 KiB
YAML
97 lines
2.3 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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- caption: 🚀 Getting Started
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chapters:
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- file: quickstart-guide
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title: "Quick Start Guide"
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- file: usage-paths/classroom-use
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title: "For Instructors"
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- caption: 🛠️ Using TinyTorch
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chapters:
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- file: tito-essentials
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title: "Essential Commands"
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- file: learning-progress
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title: "Track Your Progress"
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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: "Introduction"
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- caption: 🧱 Building Blocks
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chapters:
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- file: chapters/02-tensor
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title: "01. Tensor"
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- file: chapters/03-activations
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title: "02. Activations"
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- file: chapters/04-layers
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title: "03. Layers"
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- file: chapters/05-dense
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title: "04. Losses"
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- caption: 🧠 Learning Systems
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chapters:
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- file: chapters/09-autograd
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title: "05. Autograd"
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- file: chapters/10-optimizers
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title: "06. Optimizers"
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- file: chapters/11-training
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title: "07. Training"
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- file: chapters/06-spatial
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title: "08. Spatial"
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- caption: 🏗️ Neural Architectures
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chapters:
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- file: chapters/08-dataloader
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title: "09. DataLoader"
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- file: chapters/11-tokenization
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title: "10. Tokenization"
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- file: chapters/12-embeddings
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title: "11. Embeddings"
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- file: chapters/07-attention
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title: "12. Attention"
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- file: chapters/16-tinygpt
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title: "13. Transformers"
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- caption: ⚡ Performance Optimization
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chapters:
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- file: chapters/15-profiling
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title: "14. Profiling"
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- file: chapters/13-kernels
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title: "15. Acceleration"
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- file: chapters/17-quantization
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title: "16. Quantization"
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- file: chapters/12-compression
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title: "17. Compression"
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- file: chapters/19-caching
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title: "18. KV Caching"
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- file: chapters/14-benchmarking
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title: "19. Benchmarking"
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- caption: 🏆 Historical Milestones
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chapters:
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- file: chapters/milestones-overview
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title: "Journey Through ML History"
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- caption: 🏅 Community & Competition
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chapters:
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- file: leaderboard
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title: "Leaderboard"
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- file: competitions
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title: "Competitions"
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- caption: 🛠️ Resources & Tools
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chapters:
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- file: checkpoint-system
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title: "Progress Tracking"
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- file: testing-framework
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title: "Testing Guide"
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- file: resources
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title: "Additional Resources" |