beta_distribution

Defines Beta Distribution.

class BetaDistribution(alpha: Union[float, int], beta: Union[float, int])

Bases: object

An object which samples values from a beta distributions.

alpha

Alpha parameter of the distributions.

beta

Beta parameter of the distributions.

Raises:

• TypeError – If alpha is not float or int.

• TypeError – If beta is not float or int.

• ValueError – If alpha <= 0.

• ValueError – If beta <= 0.

Inits BetaDistribution with the provided arguments.

Parameters:

• alpha – Alpha parameter of the distributions.

• beta – Beta parameter of the distributions.

get_random_values(n: int) → list[float]

Samples an array of values with the given shape from the distributions.

Parameters:

n – The number of values.

Returns:

an array of randomly sampled values.

get_samples_from_hypercube(n: int) → list[float]

Samples n values from a hypercube.

Parameters:

n – the number of samples.

Returns:

Samples of the distribution, sampled from a hypercube.