pp_fck_static — F C K Static Transformer

Group: Feature extraction · Binding: n4m.sklearn.FCKStaticTransformer · C ABI: n4m_pp_fck_static_*

Description

Static fractional convolutional kernel bank transformer.

Parameters

Name

Type

Default

kernel_size

int

—

alphas

`Sequence[float]

None`

sigmas

`Sequence[float]

None`

Explanations

Bibliographic source

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

Mathematical principle

Static fractional convolutional kernel bank transformer.

Implementation

C ABI n4m_pp_fck_static_* in libn4m (create / apply / destroy lifecycle), wrapped by n4m.sklearn.FCKStaticTransformer. The same numerical kernel backs every language binding.

Usage

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

See also: methods index · interactive dashboard