to_physical

ParameterScaler.to_physical(scaled_params: ndarray, clip: bool = True) → ndarray

Convert scaled parameters back to physical space.

Parameters:

scaled_paramsnp.ndarray

Parameters in scaled space.

clipbool, optional

If True, clip the result to physical bounds to avoid numerical precision issues causing values to be slightly outside bounds. Default is True.

Returns:

np.ndarray

Parameters in physical space.