Quantitative Finance, Differential Equations, Option Pricing, Deep Neural Networks, Pytorch.
are replaced by Deep Neural Networks. PyTorch Automatic Differentiation Let us tackle this problem by solving the PDE for a vanilla option such as an European Call. One of the crucial tasks for this analysis is programming the gradient computation. Below is a demonstration of this where we will