bellini.distributions.SimpleDistribution¶

class bellini.distributions.SimpleDistribution(*args, **kwargs)[source]¶

Base class for all distributions that can be directly sampled from in any Bellini backend

__init__(*args, **kwargs)[source]¶

Parameters

observed (bool, default=False) – If the current node is observable (should only be True on `SimpleDistribution`s)
name (str) – Name of the node, used as a label when samples are drawn
**parameters – Any associated parameters in the Distribution

Methods

__init__(*args, **kwargs)

Parameters

observed (bool, default=False) -- If the current node is observable (should only be True on

to_units(new_units[, force])

Return self converted to units new_units

Return a unitless version of self

Attributes

`dimensionality`	The Distribution's dimensionality (e.g.
`g`	A networkx graph describing the computation graph used to create this Distribution
`internal_units`	The units associated with internal computations in Bellini for this Distribution
`magnitude`	A quantity (array-like or scalar) with the same shape as expected samples from this Distribution
`name`	A string representing the name of self
`shape`	The shape of samples from this Distribution
`units`	The units of this Distribution (e.g.

abstract property dimensionality¶: The Distribution’s dimensionality (e.g. ‘length’ for meter)

property g¶: A networkx graph describing the computation graph used to create this Distribution

abstract property internal_units¶: The units associated with internal computations in Bellini for this Distribution

abstract property magnitude¶: A quantity (array-like or scalar) with the same shape as expected samples from this Distribution

abstract to_units(new_units, force=False)¶: Return self converted to units new_units