neural network code with pytorch
based on the simple tutorial network developed in Make Your Own Neural Network https://www.amazon.com/Make-Your-Own-Neural-Network-ebook/dp/B01EER4Z4G
accompanying pure python code for that guide is here https://github.com/makeyourownneuralnetwork/makeyourownneuralnetwork