Scaling Methods#

BandScaler

A transformer that scales the input data by the average intensity of a specified band.

MinMaxScaler

A transformer that scales the input data by subtracting the minimum and dividing by the difference between the maximum and the minimum.

NormScaler

A transformer that scales the input data by the L-norm of the spectrum.

ParetoScaler

This transformer scales data using a generalized power of the standard deviation, as described by [1]_.

PointScaler

A transformer that scales the input data by the intensity value at a given point.