def predict_multiplier (x, y):
"""load a model from "mul.hdf5" and predict the response
for inputs (x, y) i.e., multiply them together and get the answer"""
mdl = Arithmodel ("mul", '*')
print (mdl.predict (x, y))
def train_adder ():
"""train a network to learn addition"""
mdl = Arithmodel ("add", '+')
mdl.train (lambda x, y : x+y)
def predict_adder (x, y):
"""load a model from "add.hdf5" and predict the response
for inputs (x, y) i.e., add them together and get the answer"""
mdl = Arithmodel ("add", '+')
print (mdl.predict (x, y))
def train_division ():
"""train a network to learn division"""
mdl = Arithmodel ("div", '/')
mdl.train (lambda x, y : x/y)
def train_modulo ():
"""train a network to learn modulus"""
mdl = Arithmodel ("mod", '+')
mdl.train (lambda x, y : x%y)
def train_subtractor ():
"""train a network to learn subtraction"""
mdl = Arithmodel ("sub", '-')
mdl.train (lambda x, y : x-y)
def train_multiplier ():
"""train a network to learn multiplication"""
mdl = Arithmodel ("mul", 'x')
mdl.train (lambda x, y : x*y)