aug_temperature — Temperature Augmenter

Group: Augmentation · Binding: n4m.sklearn.TemperatureAugmenter · C ABI: n4m_aug_temperature_*

Description

Temperature-induced shift, intensity and broadening perturbations.

Parameters

Name

Type

Default

temperature_delta

float

0.0

use_temp_range

bool

False

temp_low

float

-5.0

temp_high

float

5.0

enable_shift

bool

True

enable_intensity

bool

True

enable_broadening

bool

True

region_specific

bool

True

wavelengths

—

None

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

Temperature-induced shift, intensity and broadening perturbations.

Implementation

C ABI n4m_aug_temperature_* in libn4m (create / apply / destroy lifecycle), wrapped by n4m.sklearn.TemperatureAugmenter. The same numerical kernel backs every language binding.

Usage

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

See also: methods index · interactive dashboard