1. Normal Neural Network - SummerBigData/Iceberg GitHub Wiki

The first solution I attempted was a simple, 3-layer neural network. I had just finished learning how to use keras with the MNIST dataset, so I adjusted the code for the iceberg dataset and ran it. On every run, with varying hidden layer numbers and sizes, I consistently had a network that just guessed one of the two outputs every time.