bellini.distributions.LogNormal

class bellini.distributions.LogNormal(loc, scale, **kwargs)

Bases: bellini.distributions.SimpleDistribution

LogNormal distribution.

__init__(loc, scale, **kwargs)

Parameters

• loc (Distribution or Quantity) – loc parameter of LogNormal (see numpyro.distributions.LogNormal)

• scale (Distribution or Quantity) – scale parameter of LogNormal (see numpyro.distributions.LogNormal)

Methods

__init__(loc, scale, **kwargs)	Parameters loc (Distribution or Quantity) -- loc parameter of LogNormal (see numpyro.distributions.LogNormal)
to_units(new_units[, force])	Return self converted to units new_units
unitless()	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.

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

property internal_units

The units associated with internal computations in Bellini for this Distribution

property magnitude

A quantity (array-like or scalar) with the same shape as expected samples from this Distribution

property name

A string representing the name of self

property shape

The shape of samples from this Distribution

to_units(new_units, force=False)

Return self converted to units new_units

unitless()

Return a unitless version of self

property units

The units of this Distribution (e.g. molar)