athena.kas.KernelActiveSubspaces.inverse_transform

KernelActiveSubspaces.inverse_transform(reduced_inputs, n_points)

Abstract method to find points in full space that map to reduced variable points. Not implemented, it has to be implemented in subclasses.

Parameters

• reduced_inputs (numpy.ndarray) – n_samples-by-n_params matrix that contains points in the space of active variables.

• n_points (int) – the number of points in the original parameter space that are returned that map to the given active variables.