interval_generator — Interval Generator

Group: Signal transforms · Binding: n4m.sklearn.IntervalGenerator · C ABI: n4m_interval_generator_*

Description

Generate fixed or overlapping wavelength intervals.

Parameters

Name

Type

Default

interval_size

int

32

step

`int

None`

Explanations

Bibliographic source

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

Mathematical principle

Generate fixed or overlapping wavelength intervals.

Implementation

C ABI n4m_interval_generator_* in libn4m (create / apply / destroy lifecycle), wrapped by n4m.sklearn.IntervalGenerator. The same numerical kernel backs every language binding.

Usage

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

See also: methods index · interactive dashboard