chemotools.adaptation

Adaptation methods for calibration transfer between instruments. These transformers correct for differences in spectral axes or instrument response, allowing models trained on one instrument to remain valid on another.

Import from this module:

from chemotools.adaptation import (
    DirectStandardization,
    PiecewiseDirectStandardization,
    XAxisInterpolator,
)

Available Classes

Class	Description
DirectStandardization	Linear calibration transfer via least-squares mapping between instruments
PiecewiseDirectStandardization	Piecewise calibration transfer using local least-squares windows
XAxisInterpolator	Resample spectra onto a shared x-axis grid via interpolation

See Also

Adaptation Methods Overview - Complete documentation with examples and visual guides