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spectrochempy.normal

normal(loc=0.0, scale=1.0, size=None, dtype=None, seed=None, **kwargs)[source]

Return samples from a normal (Gaussian) distribution.

Parameters:

loc (float, optional) – Mean of the distribution.
scale (float, optional) – Standard deviation of the distribution. Must be non-negative.
size (int or tuple of ints, optional) – Output shape. Default is None, in which case a single value is returned.
dtype (dtype, optional) – Desired dtype of the result. The default is np.float64.
seed (int or SeedSequence or Generator, optional) – Seed for the random number generator. Passed to numpy.random.default_rng. Default is None, which produces non-reproducible output.
**kwargs – Keyword arguments used when creating the returned object, such as units, name, title, etc.

Returns:

normal – Samples drawn from the normal distribution.

Examples using `spectrochempy.normal`