helper_functions

Provides functions to sample from distributions.

get_random_array_from_distribution(distribution: Distribution[float], shape: tuple[int, ...]) → ndarray[Any, dtype[float64]]

Samples a random array from the given distribution.

Parameters:

• distribution – The distribution to sample from.

• shape – The shape of the output array.

Returns:

A random array sampled from the distribution.

get_random_value_from_distribution(distribution: Distribution[T]) → T

Samples a random value from the given distribution.

Parameters:

distribution – The distribution to sample from.

Returns:

A random value sampled from the distribution.