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TinyTorch/modules/source
Vijay Janapa Reddi 383c0f138f Standardize all 14 module READMEs with consistent structure
 Complete standardization of all TinyTorch module READMEs:

📊 **Module Info**: Consistent difficulty, time, prerequisites, next steps
🎯 **Learning Objectives**: Clear, measurable, action-oriented outcomes
🧠 **Pedagogical Framework**: Build → Use → [Context-specific verb]
📚 **What You'll Build**: Concrete code examples and implementations
🚀 **Getting Started**: Prerequisites check + development workflow
🧪 **Testing**: Comprehensive test coverage + inline feedback
🎯 **Key Concepts**: Real-world applications + technical foundations
🎉 **Ready to Build**: Motivational + grid cards for all modules

 All 14 modules now follow identical structure:
- 01_setup: Foundation workflow mastery
- 02_tensor: Core data structures
- 03_activations: Neural network fundamentals
- 04_layers: Building blocks
- 05_networks: Architecture design
- 06_cnn: Computer vision foundations
- 07_dataloader: Data pipeline engineering
- 08_autograd: Automatic differentiation
- 09_optimizers: Learning algorithms
- 10_training: End-to-end orchestration
- 11_compression: Model optimization
- 12_kernels: Performance optimization
- 13_benchmarking: Systematic evaluation
- 14_mlops: Production deployment (capstone)

🎓 **Student Experience**: Predictable navigation, clear expectations, motivational flow
👨‍🏫 **Instructor Experience**: Professional consistency, easy maintenance, coherent course

This establishes the single source of truth that will automatically convert to
clean website chapters via book/convert_readmes.py
2025-07-16 01:44:49 -04:00
..
2025-07-14 13:04:44 -04:00