Neural Network from Scratch Using PyTorch

In this article I show how to build a neural network from scratch. The example is simple and short to make it easier to understand but I haven't took any shortcuts to hide details. First we create some random data. The parameters are initialized using normal distribution where mean is 0 and variance 1. The neural network contains two linear functions and one non-linear function between them.