aug_scatter_sim — Scatter Simulation M S C

Group: Augmentation · Binding: n4m.sklearn.ScatterSimulationMSC · C ABI: n4m_aug_scatter_sim_*

Description

MSC-style multiplicative/additive scatter simulation.

Parameters

Name

Type

Default

a_low

float

-0.05

a_high

float

0.05

b_low

float

0.9

b_high

float

1.1

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

MSC-style multiplicative/additive scatter simulation.

Implementation

C ABI n4m_aug_scatter_sim_* in libn4m (create / apply / destroy lifecycle), wrapped by n4m.sklearn.ScatterSimulationMSC. The same numerical kernel backs every language binding.

Usage

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

See also: methods index · interactive dashboard