#K An implementation of a Shallow Neural Network in Keras – Spirals dataset
In this post we will see how we can classify a spirals dataset with a shallow neural network implemented in Keras. Let’s start by importing libraries that we will need in the our code.
Here, we will make our dataset and divide it into training and testing set.
Let’s now create a shallow neural network!
Next, we will make predictions and plot the accuracy and loss function of our model.
Now, we will make some visualizations.
Let’s now see what are the weights of our model.