API

Utils(*args, **kwargs)

Utility functions

JunctionTreeBernsteinCopula(*args)

JunctionTreeBernsteinCopula distribution

JunctionTreeBernsteinCopulaFactory(*args)

Estimate a Junction-Tree Bernstein Copula.

ContinuousPC(*args)

ContinuousPC learner.

ContinuousTTest(*args)

ContinuousTTest class.

ContinuousMIIC(*args)

ContinuousMIIC learner.

TabuList(*args)

TabuList learner.

CorrectedMutualInformation(*args)

CorrectedMutualInformation class.

NamedJunctionTree(*args)

NamedJunctionTree interface.

NamedDAG(*args)

NamedDAG represents a directed acyclic graph (DAG) whose nodes have an associated name.

ContinuousBayesianNetwork(*args)

ContinuousBayesianNetwork class represents a continuous bayesian network (CBN), that is a bayesian network parameterized by marginal distributions and local copulas for each node from which conditional copulas are extracted.

ContinuousBayesianNetworkFactory(*args)

Estimate a ContinuousBayesianNetwork distribution.