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🏗️ 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
3.7 KiB
3.7 KiB
TinyTorch Educational Content Analysis Report
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📊 Overall Statistics
- Total modules analyzed: 8
- Total lines of content: 7,057
- Total cells: 89
- Average scaffolding quality: 1.9/5.0
📚 Module-by-Module Analysis
00_setup
- Lines: 300
- Cells: 7
- Concepts: 38
- TODOs: 2
- Hints: 2
- Tests: 0
- Scaffolding Quality: 2/5
- ⚠️ Potential Overwhelm Points:
- Cell 6: Long implementation without guidance (56 lines)
- Cell 6: High complexity without student scaffolding
01_tensor
- Lines: 1,232
- Cells: 17
- Concepts: 73
- TODOs: 1
- Hints: 1
- Tests: 1
- Scaffolding Quality: 2/5
- ⚠️ Potential Overwhelm Points:
- Cell 8: Long implementation without guidance (125 lines)
- Cell 8: High complexity without student scaffolding
- Cell 8: Sudden complexity jump from 1 to 4
02_activations
- Lines: 1,417
- Cells: 17
- Concepts: 90
- TODOs: 4
- Hints: 4
- Tests: 1
- Scaffolding Quality: 2/5
- ⚠️ Potential Overwhelm Points:
- Cell 2: Long implementation without guidance (86 lines)
- Cell 2: High complexity without student scaffolding
- Cell 2: Sudden complexity jump from 1 to 4
03_layers
- Lines: 1,162
- Cells: 12
- Concepts: 63
- TODOs: 2
- Hints: 2
- Tests: 1
- Scaffolding Quality: 2/5
- ⚠️ Potential Overwhelm Points:
- Cell 2: Long implementation without guidance (52 lines)
- Cell 2: High complexity without student scaffolding
- Cell 2: Sudden complexity jump from 1 to 4
04_networks
- Lines: 1,273
- Cells: 13
- Concepts: 65
- TODOs: 2
- Hints: 2
- Tests: 1
- Scaffolding Quality: 2/5
- ⚠️ Potential Overwhelm Points:
- Cell 2: Long implementation without guidance (58 lines)
- Cell 2: High complexity without student scaffolding
- Cell 2: Sudden complexity jump from 1 to 4
05_cnn
- Lines: 774
- Cells: 12
- Concepts: 72
- TODOs: 3
- Hints: 3
- Tests: 1
- Scaffolding Quality: 2/5
- ⚠️ Potential Overwhelm Points:
- Cell 2: Long implementation without guidance (55 lines)
- Cell 2: High complexity without student scaffolding
- Cell 2: Sudden complexity jump from 1 to 4
06_dataloader
- Lines: 899
- Cells: 11
- Concepts: 76
- TODOs: 3
- Hints: 3
- Tests: 1
- Scaffolding Quality: 2/5
- ⚠️ Potential Overwhelm Points:
- Cell 2: Long implementation without guidance (53 lines)
- Cell 2: High complexity without student scaffolding
- Cell 2: Sudden complexity jump from 1 to 4
07_autograd
- Lines: 0
- Cells: 0
- Concepts: 0
- TODOs: 0
- Hints: 0
- Tests: 0
- Scaffolding Quality: 1/5
🎯 Educational Recommendations
🚨 Modules Needing Better Scaffolding:
- 00_setup: Quality 2/5
- 01_tensor: Quality 2/5
- 02_activations: Quality 2/5
- 03_layers: Quality 2/5
- 04_networks: Quality 2/5
- 05_cnn: Quality 2/5
- 06_dataloader: Quality 2/5
- 07_autograd: Quality 1/5
📈 Modules with High Complexity:
- 00_setup: 42.9% high-complexity cells
- 01_tensor: 35.3% high-complexity cells
- 02_activations: 76.5% high-complexity cells
- 03_layers: 83.3% high-complexity cells
- 04_networks: 84.6% high-complexity cells
- 05_cnn: 83.3% high-complexity cells
- 06_dataloader: 72.7% high-complexity cells
✅ Recommended Best Practices:
- Ideal module length: 200-400 lines (current range: 300-1417)
- Cell complexity: Max 30% high-complexity cells
- Scaffolding ratio: All implementation cells should have hints
- Progression: Concept → Example → Implementation → Verification