Interface BayesianInferenceProvider

All Superinterfaces:

AlgorithmProvider

All Known Implementing Classes:

MulticoreBayesianInferenceProvider, VariableEliminationProvider

public interface BayesianInferenceProvider
extends AlgorithmProvider

Service provider interface for Bayesian Inference.

Since:

1.0

Author:

Silvere Martin-Michiellot, Gemini AI (Google DeepMind)

Nested Class Summary

Nested Classes

Modifier and Type	Interface	Description
static interface	BayesianInferenceProvider.BayesNodeData

Method Summary

Modifier and Type	Method	Description
default String	getAlgorithmType()	Returns the unique category of the algorithm.
default String	getName()
Real	query(String target, String targetState, Map<String,String> evidence, List<BayesianInferenceProvider.BayesNodeData> nodes)	Performs inference on a Bayesian network using Real precision.
default double	queryDouble(String target, String targetState, Map<String,String> evidence, List<BayesianInferenceProvider.BayesNodeData> nodes)	Performs inference on a Bayesian network using double precision.
default float	queryFloat(String target, String targetState, Map<String,String> evidence, List<BayesianInferenceProvider.BayesNodeData> nodes)	Performs inference on a Bayesian network using float precision.

Methods inherited from interface AlgorithmProvider

description, getMetadata, getPriority, isAvailable, score, shutdown

Method Details

query

Real query(String target,
 String targetState,
 Map<String,String> evidence,
 List<BayesianInferenceProvider.BayesNodeData> nodes)

Performs inference on a Bayesian network using Real precision.

queryFloat

default float queryFloat(String target,
 String targetState,
 Map<String,String> evidence,
 List<BayesianInferenceProvider.BayesNodeData> nodes)

Performs inference on a Bayesian network using float precision.

queryDouble

default double queryDouble(String target,
 String targetState,
 Map<String,String> evidence,
 List<BayesianInferenceProvider.BayesNodeData> nodes)

Performs inference on a Bayesian network using double precision.

getName

default String getName()

Specified by:

getName in interface AlgorithmProvider

getAlgorithmType

default String getAlgorithmType()

Description copied from interface: AlgorithmProvider

Returns the unique category of the algorithm.

Specified by:

getAlgorithmType in interface AlgorithmProvider