Interface | Description |
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HyperSpaceWalker<MP extends Model.Parameters,C extends HyperSpaceSearchCriteria> | |
HyperSpaceWalker.HyperSpaceIterator<MP extends Model.Parameters> |
Class | Description |
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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 | Description |
---|---|
HyperSpaceSearchCriteria.Strategy |