Perceptron "Neural Network" from scratch

What a better way to understand a concept than to implement it yourself? I decided to create this beginner script with artificially created data to introduce the idea of how to implement a perceptron for a binary classification problem. Check it out at
https://github.com/JairParra/Perceptron_NN_from_scratch