chemotools.augmentation

Data augmentation methods for spectral analysis. These methods add controlled variation to your data to simulate different real-world scenarios and improve model robustness.

Import from this module:

from chemotools.augmentation import (
    AddNoise,
    BaselineShift,
    FractionalShift,
    GaussianBroadening,
    IndexShift,
    SpectrumScale,
)

Available Classes

Class	Description
AddNoise	Add random noise to spectra
BaselineShift	Shift baseline by a constant value
FractionalShift	Apply fractional wavelength shifts
GaussianBroadening	Broaden peaks with Gaussian kernel
IndexShift	Shift spectra by index positions
SpectrumScale	Scale spectrum intensity

See Also

Augmentation Methods Overview - Complete documentation with examples and visual guides