Coding Exercise on Derivatives
Explore the process of calculating second-order derivatives for a complex mathematical function using PyTorch's autograd.grad utility. Understand how to compute first-order derivatives with a preserved computation graph, then differentiate again to obtain higher-order derivatives. This lesson equips you with the skills to implement derivative calculations critical for explainable AI models.
We'll cover the following...
We'll cover the following...
Problem statement
Given the function