3 Commits

Author	SHA1	Message	Date
Vijay Janapa Reddi	19a8123333	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
Vijay Janapa Reddi	074f695fb3	Generate notebook files from Python modules for direct access	2025-07-15 23:51:56 -04:00
Vijay Janapa Reddi	d82c75f9dc	Renumber modules from 00-13 to 01-14 for natural numbering ... ✅ Rename all module directories: 00_setup → 01_setup, etc. ✅ Update convert_modules.py mappings for new directory names ✅ Update _toc.yml file paths and titles (1-14 instead of 0-13) ✅ Regenerate all overview pages with new numbering ✅ Fix all broken references in usage-paths and intro ✅ Update chapter references to use natural numbering Benefits: - More intuitive course progression starting from 1 - Matches academic course numbering conventions - Eliminates confusion about 'Module 0' concept - Cleaner mental model for students and instructors - All references and links properly updated Complete transformation: 14 modules now numbered 01-14	2025-07-15 18:51:36 -04:00