chemotools.scale#

Scaling methods to normalize spectral intensity and improve model performance.

Import from this module:

from chemotools.scale import (
    MinMaxScaler,
    NormScaler,
    PointScaler,
)

Available Classes#

Class

Description

MinMaxScaler

Scale features to a given range (min-max normalization)

NormScaler

Scale by vector norm (L1, L2, or max)

PointScaler

Scale relative to a specific point in the spectrum

See Also#

Scale Methods Overview - Complete documentation with examples and visual guides