Task: Implement and Compare Gradient Descent vs Newton's Method
Task: Implement and Compare Gradient Descent vs Newton's Method: a task in Terminal-Lego-15k (Harbor dataset). Implement both standard Gradient Descent and Newton's Method optimization algorithms in Python, then demonstrate their differences on a test function. Your implementation should clearly…
The task
Implement both standard Gradient Descent and Newton's Method optimization algorithms in Python, then demonstrate their differences on a test function. Your implementation should clearly show how Newton's Method uses curvature (second derivative) information to converge faster than plain Gradient Descent.
Part of PrimeIntellect/Terminal-Lego-15k.