Package org.neo4j.gds.ml.models.automl

Class RandomSearch

java.lang.Object

org.neo4j.gds.ml.models.automl.RandomSearch

All Implemented Interfaces:

Iterator<TrainerConfig>, HyperParameterOptimizer

public class RandomSearch
extends Object
implements HyperParameterOptimizer

Constructor Summary

Constructors

Constructor	Description
RandomSearch(Map<org.neo4j.gds.ml.api.TrainingMethod,List<TunableTrainerConfig>> parameterSpace, int maxTrials, long randomSeed)
RandomSearch(Map<org.neo4j.gds.ml.api.TrainingMethod,List<TunableTrainerConfig>> parameterSpace, int maxTrials, Optional<Long> randomSeed)

Method Summary

Modifier and Type	Method	Description
boolean	hasNext()
TrainerConfig	next()

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface java.util.Iterator

forEachRemaining, remove

Constructor Details

RandomSearch

public RandomSearch(Map<org.neo4j.gds.ml.api.TrainingMethod,List<TunableTrainerConfig>> parameterSpace,
 int maxTrials,
 long randomSeed)

RandomSearch

public RandomSearch(Map<org.neo4j.gds.ml.api.TrainingMethod,List<TunableTrainerConfig>> parameterSpace,
 int maxTrials,
 Optional<Long> randomSeed)

Method Details

hasNext

public boolean hasNext()

Specified by:

hasNext in interface Iterator<TrainerConfig>

next

public TrainerConfig next()

Specified by:

next in interface Iterator<TrainerConfig>