Quantitative Finance, Differential Equations, Option Pricing, Deep Neural Networks, Pytorch.
consider are related to applications in quantitative finance, such as option pricing. The numerical method is based on the Deep Galerkin Method (DGM) described in Reference[1] with modifications made depending on the application of interest. We will walk through the process of Data Sampling,