Building a Single Layer Neural Network in PyTorch
A neural network is a set of neuron nodes that are interconnected with one another. The neurons are not just connected to their adjacent neurons but also to the ones that are farther away.
The main idea behind neural networks is that every neuron in a layer has one or more input values, and they produce output values by applying some mathematical functions to the input. The outputs of the neurons in one layer become the inputs for the next layer.
A single layer neural network is a type of artificial neural network where there is only one hidden layer between the input and output layers. This is the classic architecture before the deep learning became popular. In this