aug_dead_band — Dead Band Augmenter

Group: Augmentation · Binding: n4m.sklearn.DeadBandAugmenter · C ABI: n4m_aug_dead_band_*

Description

Simulate dead spectral detector bands.

Parameters

Name

Type

Default

n_bands

int

1

width_low

int

5

width_high

int

10

noise_std

float

0.05

probability

float

0.0

variation_scope

int

0

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

Simulate dead spectral detector bands.

Implementation

C ABI n4m_aug_dead_band_* in libn4m (create / apply / destroy lifecycle), wrapped by n4m.sklearn.DeadBandAugmenter. The same numerical kernel backs every language binding.

Usage

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

See also: methods index · interactive dashboard