Packages

class RBM[T] extends TrainableModel[ops.Output[T], ops.Output[T], ops.Output[T], ops.Output[T], Float, ops.Output[T]]

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Inherited
  1. RBM
  2. TrainableModel
  3. InferenceModel
  4. Model
  5. AnyRef
  6. Any
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Visibility
  1. Public
  2. Protected

Instance Constructors

  1. new RBM(input: Input[ops.Output[T]], numHidden: Int, meanField: Boolean = true, numSamples: Int = 100, meanFieldCD: Boolean = false, cdSteps: Int = 1, optimizer: Optimizer, colocateGradientsWithOps: Boolean = false, name: String = "RBM")(implicit arg0: core.types.TF[T], arg1: core.types.IsIntOrLongOrHalfOrFloatOrDouble[T])

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##: Int
    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  4. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  5. def buildEvalOps(metrics: Seq[Metric[ops.Output[T], ops.Output[Float]]]): EvalOps[ops.Output[T], ops.Output[T]]
    Definition Classes
    RBMTrainableModel
  6. def buildInferOps(): InferOps[ops.Output[T], ops.Output[T]]
    Definition Classes
    RBMInferenceModel
  7. def buildTrainOps(): TrainOps[ops.Output[T], ops.Output[T], Float]
    Definition Classes
    RBMTrainableModel
  8. val cdSteps: Int
  9. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @native() @HotSpotIntrinsicCandidate()
  10. val colocateGradientsWithOps: Boolean
  11. def contrastiveDivergence(initialV: ops.Output[T], vb: ops.variables.Variable[T], hb: ops.variables.Variable[T], w: ops.variables.Variable[T]): ops.Output[T]
    Attributes
    protected
  12. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  13. def equals(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef → Any
  14. val evalOpsCache: Map[core.Graph, EvalOps[ops.Output[T], ops.Output[T]]]
    Attributes
    protected
  15. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  16. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  17. val inferOpsCache: Map[core.Graph, InferOps[ops.Output[T], ops.Output[T]]]
    Attributes
    protected
  18. val input: Input[ops.Output[T]]
  19. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  20. val meanField: Boolean
  21. val meanFieldCD: Boolean
  22. val name: String
  23. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  24. val nextInputCache: Map[core.Graph, ops.Output[T]]
    Attributes
    protected
  25. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  26. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  27. val numHidden: Int
  28. val numInputs: Int
  29. val numSamples: Int
  30. val optimizer: Optimizer
  31. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  32. def toString(): String
    Definition Classes
    AnyRef → Any
  33. val trainOpsCache: Map[core.Graph, TrainOps[ops.Output[T], ops.Output[T], Float]]
    Attributes
    protected
  34. def variables(): (ops.variables.Variable[T], ops.variables.Variable[T], ops.variables.Variable[T])
    Attributes
    protected
  35. val variablesCache: Map[core.Graph, (ops.variables.Variable[T], ops.variables.Variable[T], ops.variables.Variable[T])]
    Attributes
    protected
  36. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  37. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()
  38. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])

Deprecated Value Members

  1. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.Throwable]) @Deprecated @deprecated
    Deprecated

    (Since version ) see corresponding Javadoc for more information.

Inherited from InferenceModel[ops.Output[T], ops.Output[T]]

Inherited from Model

Inherited from AnyRef

Inherited from Any

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