aug_spline_smooth — Spline Smoothing Augmenter

Group: Augmentation · Binding: n4m.sklearn.SplineSmoothingAugmenter · C ABI: n4m_aug_spline_smooth_*

Description

Spline smoothing augmenter.

Parameters

Name

Type

Default

rng

Optional[PCG64]

None

seed

int

0

Explanations

Bibliographic source

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

Mathematical principle

Spline smoothing augmenter.

Implementation

C ABI n4m_aug_spline_smooth_* in libn4m (create / apply / destroy lifecycle), wrapped by n4m.sklearn.SplineSmoothingAugmenter. The same numerical kernel backs every language binding.

Usage

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

See also: methods index · interactive dashboard