bellini.distributions

High-level representations of random variables which can be compiled into backend-specific code

Functions

gen_lognorm(loc, scale)

Generate a LogNormal that is centered at loc loc with scale scale

Classes

ComposedDistribution(distributions, op)	A composed distribution made of two distributions.
Distribution([observed, name])	Base class for distributions.
LogNormal(loc, scale, **kwargs)	LogNormal distribution.
Normal(loc, scale, **kwargs)	Normal distribution.
SimpleDistribution(*args, **kwargs)	Base class for all distributions that can be directly sampled from in any Bellini backend
TransformedDistribution(args, op, **kwargs)	A transformed distribution from one base distribution.
TruncatedNormal(low, loc, scale, **kwargs)	Truncated Normal distribution.
Uniform(low, high, **kwargs)	Uniform distribution.
UnitChangedDistribution(distribution, new_units)	A distribution whose units have been changed.