Usage

BFS can be loaded in a python script as any other module using the import command. BFS is based on the Keras module and works similarly.

To launch BFS in a python script, use with the following commands:

from BGFS.BFS import BFS

model = BFS(n_attr, pref_vector1, pref_vector2, n_hidden, n_output)
model.compile(init_optimizer, train_optimizer, init_learning_rate,
                train_learning_rate, metrics)
model.fit(X_train, y_train, validation_data=(X_val, y_val))

pref_vector1 and pref_vector2 are the two vectors delimiting the regions and can be obtained with the circle_points function in utils.py.

utils.py also contains extra functions that can be used to analyze the obtained results.