Quantitative Finance, Differential Equations, Option Pricing, Deep Neural Networks, Pytorch.
to overfit the data. We want the Neural Network approximation as close as possible to the analytical solution. The training process is iterated 60,000 times and each time generating 15,000 samples. The log scaled error plot below shows the evolution of the error: We require the model to overfit the