CADETProcess.transform.AutoTransform

class CADETProcess.transform.AutoTransform(*args, threshold=1000, **kwargs)

A class that implements an automatic parameter transformation.

Transforms the input value to the range [0, 1] using either the NormLinearTransform or the NormLogTransform based on the input parameter space.

See also

TransformBase

NormLinearTransform

NormLogTransform

Attributes:

linearNormLinearTransform

Instance of the linear normalization transform.

logNormLogTransform

Instance of the logarithmic normalization transform.

Methods

plot(ax[, use_log_scale])	Plot the transformed space against the input space.
transform(x)	Transform the input parameter space to the output parameter space.
untransform(x)	Transform the output parameter space to the input parameter space.