A radial basis function network is an artificial neural network that uses radial basis functions as activation functions. It is a linear combination of radial basis functions. They are used in function approximation, time series prediction, and control.

from miml import datasets
from miml.regression import RBFNetwork

fn = os.path.join(datasets.get_data_home(), 'regression',
'diabetes.csv')

>>> run script...