Implementing a simple function with a single-layer perceptron

Take a look at the following code snippet to implement a single function with a single-layer perceptron:

    import numpy as np
    import matplotlib.pyplot as plt
    plt.style.use('fivethirtyeight')
    from pprint import pprint
    %matplotlib inline
    from sklearn import datasets
    import matplotlib.pyplot as plt

Defining and graphing transfer function types

The learning properties of a neural network would not be very good with just the help of a univariate linear classifier. Even some mildly complex problems in machine learning involve multiple non-linear variables, so many variants were developed as replacements for the transfer functions of...