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This introduces a complete visual overview system for TinyTorch that provides: - Interactive dependency graph visualization of all 17 modules - Comprehensive system architecture diagrams with layered components - Automated learning roadmap generation with optimal module sequence - Component analysis tools for understanding module complexity - ML systems thinking questions connecting education to industry - Export functions for programmatic access to framework metadata The module serves as the entry point for new learners, providing complete context for the TinyTorch learning journey and helping students understand how all components work together to create a production ML framework. Key features: - TinyTorchAnalyzer class for automated module discovery and analysis - NetworkX-based dependency graph construction and visualization - Matplotlib-powered interactive diagrams and charts - Comprehensive testing suite validating all functionality - Integration with existing TinyTorch module workflow
37 lines
1.2 KiB
YAML
37 lines
1.2 KiB
YAML
# TinyTorch Module Metadata
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# Essential system information for CLI tools and build systems
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name: "introduction"
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title: "System Introduction & Architecture"
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description: "Visual overview of TinyTorch framework architecture, module dependencies, and learning roadmap"
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# Dependencies - Used by CLI for module ordering and prerequisites
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dependencies:
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prerequisites: []
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enables: ["setup", "tensor", "activations", "layers", "dense", "spatial", "attention", "dataloader", "autograd", "optimizers", "training", "compression", "kernels", "benchmarking", "mlops", "capstone"]
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# Package Export - What gets built into tinytorch package
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exports_to: "tinytorch.introduction"
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# File Structure - What files exist in this module
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files:
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dev_file: "introduction_dev.py"
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readme: "README.md"
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tests: "inline"
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# Educational Metadata
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difficulty: "⭐"
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time_estimate: "1-2 hours"
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# Components - What's implemented in this module
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components:
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- "TinyTorchAnalyzer"
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- "ModuleInfo"
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- "get_tinytorch_overview"
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- "visualize_tinytorch_system"
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- "get_module_info"
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- "get_learning_recommendations"
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- "create_dependency_graph_visualization"
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- "create_system_architecture_diagram"
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- "create_learning_roadmap"
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- "create_component_analysis" |