Module models 

Models structures.

Structs

CatBN

A categorical Bayesian network.

CatCIM

A struct representing a categorical conditional intensity matrix.

CatCIMS

Sample (sufficient) statistics for a categorical CIM.

CatCPD

A categorical CPD.

CatCPDS

Sample (sufficient) statistics for the categorical CPD.

CatCTBN

A categorical continuous time Bayesian network.

CatPhi

A categorical potential.

DiGraph

A struct representing a directed graph using an adjacency matrix.

GaussBN

A Gaussian Bayesian network.

GaussCPD

A Gaussian CPD.

GaussCPDP

Parameters of a Gaussian CPD.

GaussCPDS

Sample (sufficient) statistics for a Gaussian CPD.

GaussPhi

A Gaussian potential.

GaussPhiK

Parameters of a Gaussian potential.

UnGraph

A struct representing an undirected graph using an adjacency matrix.

Traits

BN

A trait for Bayesian networks.

CIM

A trait for conditional intensity matrices.

CPD

A trait for conditional probability distributions.

CTBN

A trait for continuous time Bayesian networks (CTBNs).

Graph

A trait for graphs.

Labelled

A trait for models with labelled variables.

Phi

A trait for potential functions.