import math import numpy as np def evaluate(inputs): outputs = np.empty([inputs.shape[0]]) for i, var in enumerate(inputs): area=6*var[0]**(2./3.) fabric=var[1]*area*(var[2]-var[3]) insideAir = (fabric/(var[4]*area))+var[2] vent = 0.33*var[5]*var[0]*(insideAir-var[3]) outputs[i] = fabric + vent return outputs