gw.transforms.parameter_transforms.StandardizeParameters

gw.transforms.parameter_transforms.StandardizeParameters(mu, std)

Standardize parameters according to the transform (x - mu) / std.

Initialize the standardization transform with means and standard deviations for each parameter

Parameters

Name	Type	Description	Default
mu	Dict[str, float]	The (estimated) means	required
std	Dict[str, float]	The (estimated) standard deviations	required

Name	Description
mu
std

Name	Description
inverse	De-standardize the parameter array according to the

gw.transforms.parameter_transforms.StandardizeParameters.inverse(samples)

De-standardize the parameter array according to the specified means and standard deviations.

Name	Type	Description	Default
samples		A nested dictionary with keys ‘parameters’, ‘waveform’, ‘noise_summary’.	required
Only			required