Quantitative Finance, Differential Equations, Option Pricing, Deep Neural Networks, Pytorch.
be minimised for the Neural Network. The first loss is the differential equation loss. Here we are trying to minimise the PDE by calculating gradients and forming the PDE itself. The remaining losses are calculated for boundary value and initial value conditions for the PDE. Mean Squared Error loss