| Interface | Description |
|---|---|
| HyperSpaceWalker<MP extends Model.Parameters,C extends HyperSpaceSearchCriteria> | |
| HyperSpaceWalker.HyperSpaceIterator<MP extends Model.Parameters> |
| Class | Description |
|---|---|
| Grid<MP extends Model.Parameters> |
A Grid of Models representing result of hyper-parameter space 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 |