hex.grid

Class HyperSpaceWalker.CartesianWalker<MP extends Model.Parameters>

java.lang.Object

hex.grid.HyperSpaceWalker.BaseWalker<MP,HyperSpaceSearchCriteria.CartesianSearchCriteria>

hex.grid.HyperSpaceWalker.CartesianWalker<MP>

All Implemented Interfaces:

HyperSpaceWalker<MP,HyperSpaceSearchCriteria.CartesianSearchCriteria>

Enclosing interface:

HyperSpaceWalker<MP extends Model.Parameters,C extends HyperSpaceSearchCriteria>

public static class HyperSpaceWalker.CartesianWalker<MP extends Model.Parameters>
extends HyperSpaceWalker.BaseWalker<MP,HyperSpaceSearchCriteria.CartesianSearchCriteria>

Hyperparameter space walker which visits each combination of hyperparameters in order.

Nested Class Summary

Nested classes/interfaces inherited from class hex.grid.HyperSpaceWalker.BaseWalker

HyperSpaceWalker.BaseWalker.WalkerFactory<MP extends Model.Parameters,C extends HyperSpaceSearchCriteria>

Nested classes/interfaces inherited from interface hex.grid.HyperSpaceWalker

HyperSpaceWalker.BaseWalker<MP extends Model.Parameters,C extends HyperSpaceSearchCriteria>, HyperSpaceWalker.CartesianWalker<MP extends Model.Parameters>, HyperSpaceWalker.HyperSpaceIterator<MP extends Model.Parameters>, HyperSpaceWalker.RandomDiscreteValueWalker<MP extends Model.Parameters>

Field Summary

Fields inherited from class hex.grid.HyperSpaceWalker.BaseWalker

_hyperParamNames, _hyperParams, _maxHyperSpaceSize, _search_criteria, _set_model_seed_from_search_seed

Constructor Summary

Constructors

Constructor and Description
HyperSpaceWalker.CartesianWalker(MP params, java.util.Map<java.lang.String,java.lang.Object[]> hyperParams, ModelParametersBuilderFactory<MP> paramsBuilderFactory, HyperSpaceSearchCriteria.CartesianSearchCriteria search_criteria)

Method Summary

Methods

Modifier and Type	Method and Description
HyperSpaceWalker.HyperSpaceIterator<MP>	iterator() Returns an iterator to traverse this hyper-space.

Methods inherited from class hex.grid.HyperSpaceWalker.BaseWalker

computeMaxSizeOfHyperSpace, getHyperParamNames, getMaxHyperSpaceSize, getModelParams, getParametersBuilderFactory, getParams, hypers, integerHash, search_criteria, stopEarly

Methods inherited from class java.lang.Object

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

Constructor Detail

HyperSpaceWalker.CartesianWalker

public HyperSpaceWalker.CartesianWalker(MP params,
                                java.util.Map<java.lang.String,java.lang.Object[]> hyperParams,
                                ModelParametersBuilderFactory<MP> paramsBuilderFactory,
                                HyperSpaceSearchCriteria.CartesianSearchCriteria search_criteria)

Method Detail

iterator

public HyperSpaceWalker.HyperSpaceIterator<MP> iterator()

Description copied from interface: HyperSpaceWalker

Returns an iterator to traverse this hyper-space.

Returns:

an iterator