CVB0PLDA

Value Members

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

   Attributes

   final

   Definition Classes

   AnyRef

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

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   final

   Definition Classes

   Any

3. def ## (): Int

   Attributes

   final

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   AnyRef → Any

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

   Attributes

   final

   Definition Classes

   AnyRef

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

   Attributes

   final

   Definition Classes

   Any

6. implicit def ReadWritable (implicit mprw: ReadWritable[PLDAModelParams], msrw: ReadWritable[SoftAssignmentModelState]): ReadWritable[CVB0PLDA]

   FileSerialization.

   FileSerialization.ReadWritable for the model: defers to load and save methods.

   Attributes

   implicit

   Definition Classes

   SerializableModelCompanion

7. def apply (mp: PLDAModelParams): CVB0PLDA

   Definition Classes

   CVB0PLDA → TopicModelCompanion

8. def asInstanceOf [T0] : T0

   Attributes

   final

   Definition Classes

   Any

9. def clearDatum (doc: CVB0PLDADocument): Unit

   Clears the state of the datum.

   Clears the state of the datum.

   Definition Classes

   TopicModelCompanion → ModelCompanion

10. def clearModel (model: CVB0PLDA): Unit

    Clears the state of the model.

    Clears the state of the model.

    Definition Classes

    TopicModelCompanion → ModelCompanion

11. def clone (): AnyRef

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

    @throws()

12. def createDatum (model: CVB0PLDA, mp: LabeledLDADocumentParams): CVB0PLDADocument

    Creates a new datum for processing with the given model.

    Creates a new datum for processing with the given model.

    Definition Classes

    CVB0PLDA → TopicModelCompanion → ModelCompanion

13. def createModel (mp: PLDAModelParams): CVB0PLDA

    Creates a new model from the given model parameters.

    Creates a new model from the given model parameters.

    Definition Classes

    TopicModelCompanion → ModelCompanion

14. def doCollect (a: SoftAssignmentModelState, b: SoftAssignmentModelState): SoftAssignmentModelState

    Collects ModelStates into a new summary model state.

    Collects ModelStates into a new summary model state.

    Definition Classes

    CVB0PLDA → DataParallelModelCompanion

15. def doLearn (model: CVB0PLDA, data: Iterable[CVB0PLDADocument]): Unit

    Does one iteration of learning on the given data, updating ModelState and each Datum's DatumState as appropriate.

    Does one iteration of learning on the given data, updating ModelState and each Datum's DatumState as appropriate.

    Definition Classes

    CVB0PLDA → LocalUpdateModelCompanion

16. def eq (arg0: AnyRef): Boolean

    Attributes

    final

    Definition Classes

    AnyRef

17. def equals (arg0: Any): Boolean

    Definition Classes

    AnyRef → Any

18. def finalize (): Unit

    Attributes

    protected[lang]

    Definition Classes

    AnyRef

    Annotations

    @throws()

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

    Attributes

    final

    Definition Classes

    AnyRef → Any

20. def getDatumState (doc: CVB0PLDADocument): (String, Array[Array[Double]])

    Gets the state of the datum.

    Gets the state of the datum.

    Definition Classes

    TopicModelCompanion → ModelCompanion

21. def getModelParams (model: CVB0PLDA): PLDAModelParams

    Get model parameters used to construct a model like the given.

    Get model parameters used to construct a model like the given.

    Definition Classes

    TopicModelCompanion → ModelCompanion

22. def getModelState (model: CVB0PLDA): SoftAssignmentModelState

    Gets the state of the model.

    Gets the state of the model.

    Definition Classes

    TopicModelCompanion → ModelCompanion

23. def hashCode (): Int

    Definition Classes

    AnyRef → Any

24. def isInstanceOf [T0] : Boolean

    Attributes

    final

    Definition Classes

    Any

25. def load (path: File)(implicit mpr: Readable[PLDAModelParams], msr: Readable[SoftAssignmentModelState]): CVB0PLDA

    Loads a model of this type from the given path.

    Loads a model of this type from the given path.

    Definition Classes

    SerializableModelCompanion

26. def name : String

    Definition Classes

    CVB0PLDA → ModelCompanion

27. def ne (arg0: AnyRef): Boolean

    Attributes

    final

    Definition Classes

    AnyRef

28. def notify (): Unit

    Attributes

    final

    Definition Classes

    AnyRef

29. def notifyAll (): Unit

    Attributes

    final

    Definition Classes

    AnyRef

30. def readResolve (): AnyRef

    Attributes

    protected

31. def save (path: File, model: CVB0PLDA)(implicit mpw: Writable[PLDAModelParams], msw: Writable[SoftAssignmentModelState]): Unit

    Saves a model of this type to the given path.

    Saves a model of this type to the given path.

    Definition Classes

    SerializableModelCompanion

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

    Attributes

    final

    Definition Classes

    AnyRef

33. val thetaFn : (CVB0PLDADocument) ⇒ (String, Option[(Array[Int], Array[Double])])

    Function that returns the id and the per-document labels, as well as the per-co-indexed-label's probability.

34. def toString (): String

    Definition Classes

    AnyRef → Any

35. def useDatumState (doc: CVB0PLDADocument, state: (String, Array[Array[Double]])): Unit

    Sets the state of the document.

    Sets the state of the document.

    Definition Classes

    TopicModelCompanion → ModelCompanion

36. def useModelState (model: CVB0PLDA, state: SoftAssignmentModelState): Unit

    Uses the given model state.

    Uses the given model state.

    Definition Classes

    TopicModelCompanion → ModelCompanion

37. def wait (): Unit

    Attributes

    final

    Definition Classes

    AnyRef

    Annotations

    @throws()

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

    Attributes

    final

    Definition Classes

    AnyRef

    Annotations

    @throws()

39. def wait (arg0: Long): Unit

    Attributes

    final

    Definition Classes

    AnyRef

    Annotations

    @throws()