inverse_transform()

TransformerMulti.inverse_transform(states_transformed, inplace=False, locs=None)

Apply the inverse of the learned transformation.

Parameters:

states_transformed(n, …) or (num_variables*p, …) ndarray

Matrix of n-dimensional transformed snapshots, or a single transformed snapshot.

inplacebool

If True, overwrite states_transformed during the inverse transformation. If False, create a copy of the data to untransform.

locsslice or (p,) ndarray of integers or None

If given, assume states_transformed contains the p entries of each transformed state variable at the indices specified by locs. This option requires each state variable to have the same dimension.

Returns:

states_untransformed: (n, …) or (num_variables*p, …) ndarray

Matrix of n-dimensional untransformed snapshots, or the \(n_q p\) entries of such at the indices specified by locs.