probly.representation.distribution.mixture_gaussian¶

Mixture distribution for Gaussian components.

Classes

ArrayGaussianMixture(components, weights)

Gaussian mixture.

class probly.representation.distribution.mixture_gaussian.ArrayGaussianMixture(components, weights)[source]¶

Bases: object

Gaussian mixture.

Parameters:

components (Sequence[ArrayGaussian])
weights (np.ndarray)

sample(num_samples, rng=None)[source]¶

Draw samples from the Gaussian mixture. Returns an ArraySample.

Parameters:

num_samples (int)
rng (Generator | None)

Return type:

property T: Self¶: The transposed version of the mixture components.

components: Sequence[ArrayGaussian]¶

property device: str¶: The device of the underlying array.

property dtype: DTypeLike¶: The data type of the underlying array.

property ndim: int¶: The number of dimensions of the underlying array.

property shape: tuple[int, ...]¶: The shape of the underlying array.

property size: int¶: The total number of elements in the underlying array.

weights: np.ndarray¶