pyhs3.Model

class pyhs3.Model(*, parameterset, distributions, domains)

Parameters:

• parameterset (ParameterSet)

• distributions (DistributionSet)

• domains (DomainSet)

__init__(*, parameterset, distributions, domains)

Represents a probabilistic model composed of parameters, domains, and distributions.

Parameters:

• parameterset (ParameterSet) – The parameter set used in the model.

• distributions (DistributionSet) – Set of distributions to include.

• domains (DomainSet) – Domain constraints for parameters.

parameters

Symbolic parameter variables.

Type:

dict[str, pytensor.tensor.variable.TensorVariable]

parameterset

The original set of parameter values.

Type:

ParameterSet

distributions

Symbolic distribution expressions.

Type:

dict[str, pytensor.tensor.variable.TensorVariable]

Methods

__init__(*, parameterset, distributions, domains)	Represents a probabilistic model composed of parameters, domains, and distributions.
logpdf(name, **parametervalues)	Evaluates the natural logarithm of the PDF.
pdf(name, **parametervalues)	Evaluates the probability density function of the specified distribution.