Neural Networks using PyTorch

This page details the basics of setting and training a neural network in Pytorch. Pytorch provides a set of classes that simplify some of the construction, information of which can be found at: Neural Network Classes

Instantiating a Neural Network

The following code instantiates a basic neural network model
network = nn.Sequential( nn.Linear(1, 5), nn.Tanh(), nn.Linear(5,1) )