def encode_inputs(lower_bounds, upper_bounds, netPrefix=''):
vars = []
for i, (l, h) in enumerate(zip(lower_bounds, upper_bounds)):
input_var = Variable(0, i, netPrefix, 'i')
input_var.setLo(l)
input_var.setHi(h)
vars.append(input_var)
return vars
def encode_inputs(self, lower_bounds, upper_bounds, netPrefix=''):
vars = []
for i, (l, h) in enumerate(zip(lower_bounds, upper_bounds)):
input_var = Variable(0, i, netPrefix, 'i')
input_var.setLo(l)
input_var.setHi(h)
vars.append(input_var)
num_neurons = len(lower_bounds)
return InputLayer(num_neurons, vars)