gw.transforms.parameter_transforms.SelectStandardizeRepackageParameters

gw.transforms.parameter_transforms.SelectStandardizeRepackageParameters(
    parameters_dict,
    standardization_dict,
    inverse=False,
    as_type=None,
    device='cpu',
)

This transformation selects the parameters in standardization_dict, normalizes them by setting p = (p - mean) / std, and repackages the selected parameters to a numpy array.

as_type: str = None only applies, if self.inverse == True * if None, data type is kept * if ‘dict’, dict with * if ‘pandas’, use pandas.DataFrame

Attributes

Name	Description
N
as_type
device
inverse
mean
parameters_dict
std