cleverly.validation.GaussianNoise

class cleverly.validation.GaussianNoise(mean: float = 0.0, standard_deviation: float = 1.0)

Declare one Gaussian noise law for a generated outcome.

Parameters:

meanfloat

Mean of each independent noise draw.

standard_deviationfloat

Positive standard deviation of each independent noise draw.

Methods

GaussianNoise.draw(rng: Generator, size: int) → ndarray

Draw independent values from the declared law.

Parameters:

rngnumpy.random.Generator

Generator that supplies the draw.

sizeint

Number of values to draw.

Returns:

ndarray

Independent Gaussian values.

Attributes

GaussianNoise.mean: float = 0.0

GaussianNoise.standard_deviation: float = 1.0