distributions

Module for describing distributions of simulation parameters.

Functions

from_values(values[, weights, ensemble_mean])	Return a distribution from user-defined values and weights.
gaussian(standard_deviation, num_samples[, ...])	Return a distribution with values weighted according to a (multidimensional) Gaussian distribution.
uniform(low, high, num_samples[, endpoint, ...])	Return a distribution with uniformly weighted values evenly spaced over a specified interval.
validate_distribution(distribution)	type distribution: Union[BaseDistribution, Iterable, Number]

Classes

BaseDistribution()	Base object for defining distributions of simulation parameters.
DistributionFromValues(values[, weights, ...])
EnsembleFromDistributions([distributions])	Base object for ensembles based on distributions.
MultidimensionalDistribution(distributions)	A multidimensional distribution composed of multiple lower-dimensional distributions.