perceps-with-scaling.py

perceptron_normd = Perceptron(2) # Perceptron trained on normalized data 
perceptron_normd.sgd(training_data=training_data_normd, mini_batch_size=80, epochs=300, eta=0.5)
params_normd = np.array(perceptron_normd.parameters_as_they_change)

perceptron_std = Perceptron(2) # Perceptron trained on standardized data 
perceptron_std.sgd(training_data=training_data_std, mini_batch_size=80, epochs=300, eta=0.1)
params_std = np.array(perceptron_std.parameters_as_they_change)