Vijay Janapa Reddi
b6eeb9d998
Improves clarity of visual understanding sections
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Updates loss landscape descriptions to be more easily understood.
Replaces symbols with clearer text in visual explanations of optimizers.
2025-07-20 13:49:40 -04:00
Vijay Janapa Reddi
9826ed0118
Deprecate AUTO TESTING: Remove run_module_tests_auto from all _dev.py modules. Standardize on full-module test execution for reliable, context-aware testing.
2025-07-20 13:28:10 -04:00
Vijay Janapa Reddi
ba2512e4e5
Update test function names from test_integration_* to test_module_* for clearer cross-module testing semantics
2025-07-20 13:03:52 -04:00
Vijay Janapa Reddi
90a92b68a6
Renames training integration test function
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Updates the name of the unit test function for training
integration to improve clarity and consistency.
This change ensures the test function name accurately
reflects its purpose.
2025-07-20 12:59:58 -04:00
Vijay Janapa Reddi
aa4eb0f809
Removes development headers from notebooks
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Removes redundant "DEVELOPMENT" headers from several notebook files.
These headers are no longer necessary and declutter the notebook content, improving readability and focus on the core content and testing sections.
2025-07-20 12:39:21 -04:00
Vijay Janapa Reddi
9ff76bf029
Standardize section headers for 10_optimizers module
2025-07-20 12:30:05 -04:00
Vijay Janapa Reddi
d664eee377
Fix test naming and enhance plot detection
2025-07-20 12:20:00 -04:00
Vijay Janapa Reddi
adc7abc5ec
🧪 Add missing test function call in 10_optimizers module
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- Added test_unit_gradient_descent_step() call after function definition
Ensures the gradient descent step test function is executed when cells run, providing immediate feedback to students.
2025-07-20 10:32:21 -04:00
Vijay Janapa Reddi
eaaee1638e
✨ Add structural organization headers to 10_optimizers module
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- Added ## 🔧 DEVELOPMENT section before Step 1 where development begins
- Added ## 🤖 AUTO TESTING section before nbgrader block
- Updated to ## 🎯 MODULE SUMMARY: Optimization Algorithms
Improves notebook organization without changing any code logic or content.
2025-07-20 10:06:38 -04:00
Vijay Janapa Reddi
983c72ea76
✅ PROPERLY Fix 10_optimizers: Integration test BEFORE testing, correct STANDARDIZED MODULE TESTING structure
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CORRECTED PATTERN NOW:
1. ✅ Integration test (test_module_optimizer_autograd_compatibility) - BEFORE ## 🧪 Module Testing
2. ✅ ## 🧪 Module Testing (markdown section)
3. ✅ STANDARDIZED MODULE TESTING (nbgrader cell with proper structure)
4. ✅ if __name__ == '__main__' block with run_module_tests_auto
5. ✅ ## �� Module Summary (immediately after, no code between)
FIXES APPLIED:
✅ Moved integration test function from AFTER testing section to BEFORE it
✅ Removed duplicate integration test function
✅ Clean STANDARDIZED MODULE TESTING structure with proper nbgrader cell
✅ No extra code between run_module_tests_auto and Module Summary
Module 10_optimizers now follows the EXACT pattern the user specified
2025-07-20 09:39:34 -04:00
Vijay Janapa Reddi
a78b90e954
✅ Fix 10_optimizers: Move Module Summary AFTER STANDARDIZED MODULE TESTING
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CORRECTED ORDER:
✅ BEFORE: Module Summary (line 1391) → 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 (1392) → ## 🎯 Module Summary (1456)
4. ✅ No code between STANDARDIZED MODULE TESTING and Module Summary
Module 10_optimizers now follows the exact pattern the user requested
2025-07-20 09:31:50 -04:00
Vijay Janapa Reddi
e14380a476
✅ Fix 10_optimizers: Move STANDARDIZED MODULE TESTING before Module Summary
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CORRECTED ORDER:
✅ BEFORE: Module Summary (line 1389) → STANDARDIZED MODULE TESTING (line 1469) ❌
✅ AFTER: STANDARDIZED MODULE TESTING → Module Summary ✅
Changes:
- Moved complete testing section (Module Testing + standardized cell + integration tests + run_module_tests_auto) to line 1389
- Moved Module Summary section to follow after testing
- Removed duplicate testing sections
- Now follows correct pattern: Testing → Summary
Module 10_optimizers now has proper ordering
2025-07-20 09:18:49 -04:00
Vijay Janapa Reddi
031eae51a2
🚀 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
6c2b253751
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
