MiniTorch Module 1

• Docs: https://minitorch.github.io/

• Overview: https://minitorch.github.io/module1.html

This assignment requires the following files from the previous assignments.

    minitorch/operators.py minitorch/module.py tests/test_module.py tests/test_operators.py project/run_manual.py

Results from the training:

Simple(Hidden layers = 2, Learning Rate = 0.05):

Result:

Loss:

Split(Hidden layers = 3, Learning Rate = 0.5):

Result:

Loss:

Diag(Hidden layers = 6, Learning Rate = 0.1):

Result:

Loss:

XOR(Hidden layers = 10, Learning Rate = 0.5):

Result:

Loss: