pp_localized_msc — Localized M S C

Group: Signal transforms · Binding: n4m.sklearn.LocalizedMSC · C ABI: n4m_pp_localized_msc_*

Description

Feature-wise MSC using a moving local wavelength window.

Parameters

Name

Type

Default

window_size

int

32

reference

—

None

eps

float

1e-12

Explanations

Bibliographic source

Standard spectroscopic operator — see the nirs4all preprocessing / augmentation handbook and the cited literature within the binding docstring.

Mathematical principle

Feature-wise MSC using a moving local wavelength window.

Implementation

C ABI n4m_pp_localized_msc_* in libn4m (create / apply / destroy lifecycle), wrapped by n4m.sklearn.LocalizedMSC. The same numerical kernel backs every language binding.

Usage

from n4m.sklearn import LocalizedMSC
op = LocalizedMSC()
X_transformed = op.fit_transform(X)

See also: methods index · interactive dashboard