Package hex.grid

Interface Summary

Interface	Description
HyperSpaceWalker<MP extends Model.Parameters,C extends HyperSpaceSearchCriteria>
HyperSpaceWalker.HyperSpaceIterator<MP extends Model.Parameters>

Class Summary

Class	Description
Grid<MP extends Model.Parameters>	A Grid of Models representing result of hyper-parameter space exploration.
Grid.SearchFailure<MP extends Model.Parameters>	A failure occured during hyperspace exploration.
GridSearch<MP extends Model.Parameters>	Grid search job.
GridSearch.SimpleParametersBuilderFactory<MP extends Model.Parameters>	The factory is producing a parameters builder which uses reflection to setup field values.
GridSearch.SimpleParametersBuilderFactory.SimpleParamsBuilder<MP extends Model.Parameters>	The builder modifies initial model parameters directly by reflection.
HyperSpaceSearchCriteria	Search criteria for a hyperparameter search including directives for how to search and when to stop the search.
HyperSpaceSearchCriteria.CartesianSearchCriteria	Search criteria for an exhaustive Cartesian hyperparameter search.
HyperSpaceSearchCriteria.RandomDiscreteValueSearchCriteria	Search criteria for a hyperparameter search including directives for how to search and when to stop the search.
HyperSpaceWalker.BaseWalker<MP extends Model.Parameters,C extends HyperSpaceSearchCriteria>	Superclass for for all hyperparameter space walkers.
HyperSpaceWalker.BaseWalker.WalkerFactory<MP extends Model.Parameters,C extends HyperSpaceSearchCriteria>	Java hackery so we can have a factory method on a class with type params.
HyperSpaceWalker.CartesianWalker<MP extends Model.Parameters>	Hyperparameter space walker which visits each combination of hyperparameters in order.
HyperSpaceWalker.RandomDiscreteValueWalker<MP extends Model.Parameters>	Hyperparameter space walker which visits random combinations of hyperparameters whose possible values are given in explicit lists as they are with CartesianWalker.

Enum Summary

Enum	Description
HyperSpaceSearchCriteria.Strategy