mlp-de-solver

Simple MLP neural network that can learn to solve Cauchy problem for one first-order ordinary differential equation of one variable function. Feature generation with 'frequently used' functions is used on the first layer of network. The loss function is build from equation itself and uses nn's derivative computed with autograd