CADETProcess.transform.AutoTransform#
- class CADETProcess.transform.AutoTransform(*args, threshold=1000, **kwargs)[source]#
A class that implements an automatic parameter transformation.
Transforms the input value to the range [0, 1] using either the
NormLinearTransform
or theNormLogTransform
based on the input parameter space.- Attributes:
- linear
NormLinearTransform
Instance of the linear normalization transform.
- log
NormLogTransform
Instance of the logarithmic normalization transform.
- linear
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.