Vijay Janapa Reddi
66839bcaca
Standardize section headers for 08_dataloader module
2025-07-20 12:29:02 -04:00
Vijay Janapa Reddi
b68bc2bfb7
Fix test naming and enhance plot detection
2025-07-20 12:20:00 -04:00
Vijay Janapa Reddi
4772426b1f
✨ Add structural organization headers to 08_dataloader module
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- Added ## 🔧 DEVELOPMENT section before Step 1 where development begins
- Added ## 🤖 AUTO TESTING section before auto testing block
- Updated to ## 🎯 MODULE SUMMARY: Data Loading Systems
Improves notebook organization without changing any code logic or content.
2025-07-20 10:01:34 -04:00
Vijay Janapa Reddi
e3bef58ca1
✅ Fix 08_dataloader: Move Module Summary AFTER STANDARDIZED MODULE TESTING
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CORRECTED ORDER:
✅ BEFORE: Module Summary (line 1054) → STANDARDIZED MODULE TESTING (wrong order)
✅ AFTER: Integration tests → STANDARDIZED MODULE TESTING → Module Summary ✅
Changes:
1. ✅ Removed Module Summary from wrong location (before testing section)
2. ✅ Added Module Summary after run_module_tests_auto call
3. ✅ Correct pattern: ## 🧪 Module Testing (1055) → ## 🎯 Module Summary (1115)
4. ✅ No code between STANDARDIZED MODULE TESTING and Module Summary
Module 08_dataloader now follows the exact pattern the user requested
2025-07-20 09:29:36 -04:00
Vijay Janapa Reddi
767a4dc2e5
✅ Fix 08_dataloader: Move STANDARDIZED MODULE TESTING before Module Summary
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CORRECTED ORDER:
✅ BEFORE: Module Summary (line 979) → STANDARDIZED MODULE TESTING (line 1137) ❌
✅ AFTER: STANDARDIZED MODULE TESTING → Module Summary ✅
Changes:
- Moved complete testing section (Module Testing + standardized cell + integration tests + run_module_tests_auto) to line 979
- Moved Module Summary section to follow after testing
- Removed duplicate testing sections
- Now follows correct pattern: Testing → Summary
Module 08_dataloader now has proper ordering
2025-07-20 09:16:12 -04:00
Vijay Janapa Reddi
53abd2a1e9
🚀 Training System: Standardize test naming in ML training pipeline
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- DataLoader: test_integration_* → test_module_* (module dependency tests)
- Autograd: test_variable_class → test_unit_variable_class
- Autograd: test_add_operation → test_unit_add_operation
- Autograd: test_multiply_operation → test_unit_multiply_operation
- Autograd: test_subtract_operation → test_unit_subtract_operation
- Autograd: test_chain_rule → test_unit_chain_rule
- Autograd: test_neural_network_training → test_module_neural_network_training
- Optimizers: test_integration_* → test_module_* (module dependency tests)
- Training: All test_* → test_unit_* except test_training → test_module_training
- Completes test standardization for complete training pipeline
2025-07-20 08:39:13 -04:00
Vijay Janapa Reddi
59d58718f9
refactor: Implement learner-focused module progression with better naming
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✅ Renamed modules for clearer pedagogical flow:
- 05_networks → 05_dense (multi-layer dense/fully connected networks)
- 06_cnn → 06_spatial (convolutional networks for spatial patterns)
- 06_attention → 07_attention (attention mechanisms for sequences)
✅ Shifted remaining modules down by 1:
- 07_dataloader → 08_dataloader
- 08_autograd → 09_autograd
- 09_optimizers → 10_optimizers
- 10_training → 11_training
- 11_compression → 12_compression
- 12_kernels → 13_kernels
- 13_benchmarking → 14_benchmarking
- 14_mlops → 15_mlops
- 15_capstone → 16_capstone
✅ Updated module metadata (module.yaml files):
- Updated names, descriptions, dependencies
- Fixed prerequisite chains and enables relationships
- Updated export paths to match new names
New learner progression:
Foundation → Individual Layers → Dense Networks → Spatial Networks → Attention Networks → Training Pipeline
Perfect pedagogical flow: Build one layer → Stack dense layers → Add spatial patterns → Add attention mechanisms → Learn to train them all.
2025-07-18 00:12:50 -04:00
