ThreadedModeler

Value Members

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

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   final

   Definition Classes

   AnyRef

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

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   final

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   Any

3. def ## (): Int

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   AnyRef → Any

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

   Attributes

   final

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

   Attributes

   final

   Definition Classes

   Any

6. def addData (dps: Iterable[DatumParams]): Unit

   Adds the given data items.

   Adds the given data items.

   Definition Classes

   ThreadedModeler → Modeler

7. def asInstanceOf [T0] : T0

   Attributes

   final

   Definition Classes

   Any

8. def clearData (): Unit

   Clears all data items.

   Clears all data items.

   Definition Classes

   ThreadedModeler → Modeler

9. def clearDataState (): Unit

   Clears the state of all data items (but does not remove them).

   Clears the state of all data items (but does not remove them).

   Definition Classes

   ThreadedModeler → Modeler

10. def clearModelState (): Unit

    Clears the model state (re-initializes).

    Clears the model state (re-initializes).

    Definition Classes

    ThreadedModeler → Modeler

11. def clone (): AnyRef

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

    @throws()

12. val companion : DataParallelModelCompanion[ModelParams, Model, ModelState, DatumParams, Datum, DatumState]

    Model companion used by this modeler.

    Model companion used by this modeler.

    Definition Classes

    ThreadedModeler → Modeler

13. def data : Sharded[Datum]

    Sharded view of data.

    Sharded view of data. ListBuffer's toList does not make a copy.

14. def description : String

    Description of the model being trained.

    Description of the model being trained.

    Definition Classes

    ThreadedModeler → Modeler

15. def eq (arg0: AnyRef): Boolean

    Attributes

    final

    Definition Classes

    AnyRef

16. def equals (arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

17. def finalize (): Unit

    Attributes

    protected[lang]

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    Annotations

    @throws()

18. implicit val ft : FutureTaskRunner

    Attributes

    protected implicit

19. def getClass (): java.lang.Class[_]

    Attributes

    final

    Definition Classes

    AnyRef → Any

20. def getData : Sharded[Datum]

    Returns all data items.

    Returns all data items.

    Definition Classes

    ThreadedModeler → Modeler

21. def getDataSize (): Int

    Returns the number of data items available.

    Returns the number of data items available.

    Definition Classes

    ThreadedModeler → Modeler

22. def getDataState (): LazyIterable[DatumState]

    Returns the state of all data items.

    Returns the state of all data items.

    Definition Classes

    ThreadedModeler → Modeler

23. def getMappedDataState [X] (f: (DatumState) ⇒ X)(implicit arg0: ReadWritable[X]): Iterable[X]

    Returns a function of the given data states.

    Returns a function of the given data states.

    Definition Classes

    Modeler

24. def getModelParams (): ModelParams

    Definition Classes

    ThreadedModeler → Modeler

25. def getModelState (): ModelState

    Gets the current model state.

    Gets the current model state.

    Definition Classes

    ThreadedModeler → Modeler

26. def hashCode (): Int

    Definition Classes

    AnyRef → Any

27. def initialize (mp: ModelParams): Unit

    Clears all documents and begins using the given model.

    Clears all documents and begins using the given model.

    Definition Classes

    ThreadedModeler → Modeler

28. def isInstanceOf [T0] : Boolean

    Attributes

    final

    Definition Classes

    Any

29. def learnIteration (): Unit

    Does one iteration of learning.

    Does one iteration of learning.

    Definition Classes

    ThreadedModeler → Modeler

30. val lists : List[ListBuffer[Datum]]

    The shards that will contain the data.

31. def model : Option[Model]

    Returns the current model, if one has been initialized.

    Returns the current model, if one has been initialized.

    Definition Classes

    ThreadedModeler → Modeler

32. var models : IndexedSeq[Model]

    Each model is created independently.

33. def ne (arg0: AnyRef): Boolean

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    final

    Definition Classes

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34. def notify (): Unit

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    final

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35. def notifyAll (): Unit

    Attributes

    final

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36. def synchronized [T0] (arg0: ⇒ T0): T0

    Attributes

    final

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37. def toString (): String

    Definition Classes

    AnyRef → Any

38. def train (mp: ModelParams, data: Iterable[DatumParams], output: File = null, saveDataState: Boolean = true, maxIterations: Int = 1, outputIterations: Option[Int] = Some(50))(implicit msrw: ReadWritable[ModelState], mprw: ReadWritable[ModelParams], dr: TableRowReadable[DatumState], dw: TableRowWritable[DatumState]): Unit

    Train the model on the given data.

    Train the model on the given data.

    Definition Classes

    Modeler

39. def useDataState (dss: Iterable[DatumState]): Unit

    Uses the given data state.

    Uses the given data state.

    Definition Classes

    ThreadedModeler → Modeler

40. def useModelState (ms: ModelState): Unit

    Uses the given ModelState in the current model.

    Uses the given ModelState in the current model.

    Definition Classes

    ThreadedModeler → Modeler

41. def wait (): Unit

    Attributes

    final

    Definition Classes

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    Annotations

    @throws()

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

    Attributes

    final

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    Annotations

    @throws()

43. def wait (arg0: Long): Unit

    Attributes

    final

    Definition Classes

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    Annotations

    @throws()