| Modifier and Type | Class and Description |
|---|---|
class |
DataSetIteratorFactoryProvider
This is a
DataProvider for
an DataSetIteratorFactory which
based on a key of DataSetIteratorFactoryProvider.FACTORY_KEY
will create DataSetIterator
for use with arbiter. |
class |
MnistDataProvider
MnistDataProvider - a DataProvider for the MNIST data set, with configurable number of epochs, batch size
and RNG seed
|
| Modifier and Type | Method and Description |
|---|---|
Evaluation |
ClassificationEvaluator.evaluateModel(Object model,
DataProvider dataProvider) |
Double |
RegressionDataEvaluator.evaluateModel(Object model,
DataProvider dataProvider) |
| Modifier and Type | Method and Description |
|---|---|
Callable<OptimizationResult> |
TaskCreator.create(Candidate candidate,
DataProvider dataProvider,
ScoreFunction scoreFunction,
List<StatusListener> statusListeners,
IOptimizationRunner runner)
Deprecated.
|
| Modifier and Type | Method and Description |
|---|---|
Object |
ModelEvaluator.evaluateModel(Object model,
DataProvider dataProvider) |
| Modifier and Type | Method and Description |
|---|---|
double |
ScoreFunction.score(Object model,
DataProvider dataProvider,
Map<String,Object> dataParameters)
Calculate and return the score, for the given model and data provider
|
| Modifier and Type | Method and Description |
|---|---|
OptimizationConfiguration.Builder |
OptimizationConfiguration.Builder.dataProvider(DataProvider dataProvider)
Deprecated.
|
| Modifier and Type | Method and Description |
|---|---|
protected abstract org.nd4j.shade.guava.util.concurrent.ListenableFuture<OptimizationResult> |
BaseOptimizationRunner.execute(Candidate candidate,
DataProvider dataProvider,
ScoreFunction scoreFunction)
Deprecated.
|
protected org.nd4j.shade.guava.util.concurrent.ListenableFuture<OptimizationResult> |
LocalOptimizationRunner.execute(Candidate candidate,
DataProvider dataProvider,
ScoreFunction scoreFunction) |
protected abstract List<org.nd4j.shade.guava.util.concurrent.ListenableFuture<OptimizationResult>> |
BaseOptimizationRunner.execute(List<Candidate> candidates,
DataProvider dataProvider,
ScoreFunction scoreFunction)
Deprecated.
|
protected List<org.nd4j.shade.guava.util.concurrent.ListenableFuture<OptimizationResult>> |
LocalOptimizationRunner.execute(List<Candidate> candidates,
DataProvider dataProvider,
ScoreFunction scoreFunction) |
| Modifier and Type | Method and Description |
|---|---|
double |
BaseNetScoreFunction.score(Object model,
DataProvider dataProvider,
Map<String,Object> dataParameters) |
| Modifier and Type | Method and Description |
|---|---|
Callable<OptimizationResult> |
ComputationGraphTaskCreator.create(Candidate candidate,
DataProvider dataProvider,
ScoreFunction scoreFunction,
List<StatusListener> statusListener,
IOptimizationRunner runner) |
Callable<OptimizationResult> |
MultiLayerNetworkTaskCreator.create(Candidate candidate,
DataProvider dataProvider,
ScoreFunction scoreFunction,
List<StatusListener> statusListeners,
IOptimizationRunner runner) |
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