athena.kas.KernelActiveSubspaces.transform

KernelActiveSubspaces.transform(inputs)

Map full variables to active and inactive variables. Points in the original input space are mapped to the active and inactive non-linear subspace.

Parameters

inputs (numpy.ndarray) – array n_samples-by-n_params containing the points in the original parameter space.

Returns

array n_samples-by-active_dim containing the mapped active variables; array n_samples-by-inactive_dim containing the mapped inactive variables.

Return type

numpy.ndarray, numpy.ndarray

Raises

TypeError