transform()

ScaleTransformer.transform(states, inplace=False)

Apply the scaling.

Parameters:

states(n, …) ndarray

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

inplacebool

If True, overwrite states during transformation. If False, create a copy of the data to transform.

Returns:

states_scaled: (n, …) ndarray

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

Raises:

AttributeError

If scaler is a number (not an array) but fit() or fit_transform() have not been called yet.

ValueError

If the states do not align with the state_dimension.