3 Commits

Author	SHA1	Message	Date
Vijay Janapa Reddi	2f3dc1610c	Generate comprehensive status report and professional report cards ... 📊 COMPREHENSIVE ANALYSIS COMPLETE: - Generated professional report cards for all 8 modules - Created detailed HTML and JSON reports with timestamps - Established baseline quality metrics for all modules - Documented complete reorganization and testing achievements 🎯 CURRENT STATUS SUMMARY: - Repository: Professionally organized with instructor resources - Testing: 145/176 tests passing (82% success rate) - Quality: Most modules Grade C, 2 modules need improvement - Tools: All analysis tools functional and documented 📈 REPORT CARD HIGHLIGHTS: - 00_setup: Grade C | Scaffolding 3/5 - 01_tensor: Grade C | Scaffolding 2/5 (priority for improvement) - 02_activations: Grade C | Scaffolding 3/5 - 03_layers: Grade C | Scaffolding 3/5 - 04_networks: Grade C | Scaffolding 3/5 - 05_cnn: Grade C | Scaffolding 3/5 - 06_dataloader: Grade C | Scaffolding 3/5 - 07_autograd: Grade D | Scaffolding 2/5 (priority for improvement) 🚀 READY FOR NEXT PHASE: - Professional report card enhancement - Quarto documentation system - Targeted module improvements based on data	2025-07-13 09:21:46 -04:00
Vijay Janapa Reddi	0eab3c2de3	Reorganize repository structure with instructor resources ... 🏗️ REPOSITORY RESTRUCTURE: - Created instructor/ directory with organized subdirectories - Moved analysis tools to instructor/tools/ - Moved reports to instructor/reports/ - Moved guides to instructor/guides/ - Created docs/ structure for future Quarto documentation �� NEW STRUCTURE: - instructor/tools/ - Analysis and utility scripts - instructor/reports/ - Generated report cards - instructor/guides/ - Instructor documentation - instructor/templates/ - Templates and examples - docs/ - Documentation structure 🔧 FUNCTIONALITY: - Created analyze_modules.py wrapper for easy access - Updated paths to work from new locations - All analysis tools working from reorganized structure - Comprehensive instructor README with usage guide ✅ VERIFICATION: - Analysis tools work from root directory - All modules can be analyzed successfully - Report generation functions correctly - Clean, logical directory organization	2025-07-13 09:15:49 -04:00
Vijay Janapa Reddi	ba647fcb4b	Create comprehensive TinyTorch Module Analyzer & Report Card Generator ... 🔧 REUSABLE ANALYSIS TOOL: - Automated educational quality assessment for any module - Generates detailed report cards with A-F grades - Identifies specific overwhelm points and scaffolding issues - Provides actionable recommendations for improvement 📊 KEY FEATURES: - Single module analysis: --module 02_activations - Batch analysis: --all modules - Module comparison: --compare module1 module2 - Multiple output formats: JSON (programmatic) + HTML (visual) - Tracks 15+ educational metrics and best practices 🎯 ANALYSIS CAPABILITIES: - Scaffolding quality assessment (1-5 scale) - Complexity distribution and cliff detection - Learning progression evaluation - Student overwhelm factor identification - Implementation guidance ratio analysis - Cell-by-cell breakdown with specific issues 📈 EDUCATIONAL FRAMEWORK: - Based on 'Rule of 3s' and cognitive load theory - Compares against proven educational targets - Identifies violations of best practices - Generates specific, actionable recommendations 🚀 IMMEDIATE VALUE: - Current results show tensor module (Grade B) vs others (Grade C) - Reveals autograd module completely missing (Grade F) - Quantifies the student overwhelm crisis we identified - Provides roadmap for systematic improvement 💡 USAGE: python tinytorch_module_analyzer.py --all --save # Generates comprehensive report cards for all modules This tool transforms educational quality from subjective assessment to data-driven, actionable improvement plans.	2025-07-12 22:49:55 -04:00