NeuralNet

Value Members

1. final def !=(arg0: AnyRef): Boolean

   Definition Classes

   AnyRef

2. final def !=(arg0: Any): Boolean

   Definition Classes

   Any

3. final def ##(): Int

   Definition Classes

   AnyRef → Any

4. final def ==(arg0: AnyRef): Boolean

   Definition Classes

   AnyRef

5. final def ==(arg0: Any): Boolean

   Definition Classes

   Any

6. def add(layer: Node): Unit

7. final def asInstanceOf[T0]: T0

   Definition Classes

   Any

8. def buildModelConfig(optimizer: Optimizer, seed: Long): Builder

   Build model configuration from optimizer and seed.

   Build model configuration from optimizer and seed.

   optimizer

   optimization algorithm to use in model

   seed

   seed to use

   returns

   NeuralNetConfiguration.Builder

   Definition Classes

   Model

9. def buildOutput(lossFunction: LossFunction): Unit

   Make last layer of architecture an output layer using the provided loss function.

   Make last layer of architecture an output layer using the provided loss function.

   lossFunction

   loss function to use

   Definition Classes

   Model

10. def clone(): AnyRef

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

11. def compile(lossFunction: LossFunction, optimizer: Optimizer = defaultOptimizer): Unit

    Compile neural net architecture.

    Compile neural net architecture. Call immediately before training.

    lossFunction

    loss function to use

    optimizer

    optimization algorithm to use

    Definition Classes

    NeuralNet → Model

12. val defaultEpochs: Int

    Attributes

    protected

    Definition Classes

    Model

13. val defaultOptimizer: SGD

    Attributes

    protected

    Definition Classes

    Model

14. final def eq(arg0: AnyRef): Boolean

    Definition Classes

    AnyRef

15. def equals(arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

16. def finalize(): Unit

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( classOf[java.lang.Throwable] )

17. def fit(iter: DataSetIterator, nbEpoch: Int = defaultEpochs, listeners: List[IterationListener]): Unit

    Fit neural net to data.

    Fit neural net to data.

    iter

    iterator over data set

    nbEpoch

    number of epochs to train

    listeners

    callbacks for monitoring training

    Definition Classes

    NeuralNet → Model

18. final def getClass(): Class[_]

    Definition Classes

    AnyRef → Any

19. def getLayers: List[Node]

    Definition Classes

    Model

20. def getNetwork: MultiLayerNetwork

    Definition Classes

    Model

21. def hashCode(): Int

    Definition Classes

    AnyRef → Any

22. val inputType: Option[InputType]

23. final def isInstanceOf[T0]: Boolean

    Definition Classes

    Any

24. var layers: List[Node]

    Attributes

    protected

    Definition Classes

    Model

25. var model: MultiLayerNetwork

    Attributes

    protected

    Definition Classes

    Model

26. final def ne(arg0: AnyRef): Boolean

    Definition Classes

    AnyRef

27. final def notify(): Unit

    Definition Classes

    AnyRef

28. final def notifyAll(): Unit

    Definition Classes

    AnyRef

29. def predict(x: DataSet): INDArray

    Use neural net to make prediction on input x.

    Use neural net to make prediction on input x.

    x

    input represented as DataSet

    Definition Classes

    Model

30. def predict(x: INDArray): INDArray

    Use neural net to make prediction on input x

    Use neural net to make prediction on input x

    x

    input represented as INDArray

    Definition Classes

    Model

31. val rngSeed: Long

32. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes

    AnyRef

33. def toJson: String

    Definition Classes

    Model

34. def toString(): String

    Definition Classes

    Model → AnyRef → Any

35. def toYaml: String

    Definition Classes

    Model

36. final def wait(): Unit

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

37. final def wait(arg0: Long, arg1: Int): Unit

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

38. final def wait(arg0: Long): Unit

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )