aif360.metrics.utils.compute_distance

aif360.metrics.utils.compute_distance(X_orig, X_distort, X_prot, feature_names, dist_fun, condition=None)[source]

Compute the distance element-wise for two sets of vectors.

Parameters:
Returns:

(numpy.ndarray(numpy.float64), numpy.ndarray(bool)) – * Element-wise distances (1-D). * Condition vector (1-D).