Add structural organization headers to 11_training module

- Added ## 🔧 DEVELOPMENT section before Step 1 where development begins
- Added ## 🤖 AUTO TESTING section before nbgrader block
- Updated to ## 🎯 MODULE SUMMARY: Neural Network Training

Improves notebook organization without changing any code logic or content.
This commit is contained in:
Vijay Janapa Reddi
2025-07-20 10:07:38 -04:00
parent eaaee1638e
commit ff249be23e

View File

@@ -85,6 +85,11 @@ def _should_show_plots():
# Show plots in development mode (when not in test mode)
return not is_pytest
# %% [markdown]
"""
## 🔧 DEVELOPMENT
"""
# %% [markdown]
"""
## Step 1: Understanding Loss Functions
@@ -1128,6 +1133,11 @@ Time to test your implementation! This section uses TinyTorch's standardized tes
**This testing section is locked** - it provides consistent feedback across all modules and cannot be modified.
"""
# %% [markdown]
"""
## 🤖 AUTO TESTING
"""
# %% nbgrader={"grade": false, "grade_id": "standardized-testing", "locked": true, "schema_version": 3, "solution": false, "task": false}
# =============================================================================
# STANDARDIZED MODULE TESTING - DO NOT MODIFY
@@ -1142,7 +1152,7 @@ if __name__ == "__main__":
# %% [markdown]
"""
## 🎯 Module Summary: Neural Network Training Mastery!
## 🎯 MODULE SUMMARY: Neural Network Training
Congratulations! You've successfully implemented the complete training system that powers modern neural networks: