Add structural organization headers to 02_tensor module

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

Improves notebook organization without changing any code logic or content.
This commit is contained in:
Vijay Janapa Reddi
2025-07-20 09:54:46 -04:00
parent 0438b59513
commit c2a12fe7dd

View File

@@ -62,6 +62,11 @@ from tinytorch.core.layers import Dense, Conv2D
- **Foundation:** Every other module depends on Tensor
"""
# %% [markdown]
"""
## 🔧 DEVELOPMENT
"""
# %% [markdown]
"""
## Step 1: What is a Tensor?
@@ -891,6 +896,11 @@ 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
@@ -905,7 +915,7 @@ if __name__ == "__main__":
# %% [markdown]
"""
## 🎯 Module Summary: Tensor Foundation Mastery!
## 🎯 MODULE SUMMARY: Tensor Foundation
Congratulations! You've successfully implemented the fundamental data structure that powers all machine learning: