edu.stanford.nlp.tmt.model.llda

GibbsLabeledLDA

object GibbsLabeledLDA extends LabeledLDACompanion[GibbsLabeledLDA, HardAssignmentModelState, GibbsLabeledLDADocument, (String, Array[Int])]

Support methods for GibbsLabeledLDA.

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  1. GibbsLabeledLDA
  2. LabeledLDACompanion
  3. LocalUpdateModelCompanion
  4. TopicModelCompanion
  5. SerializableModelCompanion
  6. ModelCompanion
  7. AnyRef
  8. Any
Visibility
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Type Members

  1. class InferSampler extends Sampler

    Does inference on a single document with no updates to the model.

  2. class LearnSampler extends Sampler

    A sampler that updates the model (normal gibbs sampling).

  3. class Sampler extends HardAssignmentGibbsSampler[GibbsLabeledLDADocument]

    Abstract base class of a Gibbs sampler for LDA.

Value Members

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

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    Definition Classes
    AnyRef
  2. def != (arg0: Any): Boolean

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    Any
  3. def ## (): Int

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

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

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    Any
  6. implicit def ReadWritable (implicit mprw: ReadWritable[LabeledLDAModelParams], msrw: ReadWritable[HardAssignmentModelState]): ReadWritable[GibbsLabeledLDA]

    FileSerialization.

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

    Attributes
    implicit
    Definition Classes
    SerializableModelCompanion
  7. def apply (mp: LabeledLDAModelParams): GibbsLabeledLDA

    Definition Classes
    GibbsLabeledLDATopicModelCompanion
  8. def asInstanceOf [T0] : T0

    Attributes
    final
    Definition Classes
    Any
  9. def clearDatum (doc: GibbsLabeledLDADocument): Unit

    Clears the state of the datum.

    Clears the state of the datum.

    Definition Classes
    TopicModelCompanionModelCompanion
  10. def clearModel (model: GibbsLabeledLDA): Unit

    Clears the state of the model.

    Clears the state of the model.

    Definition Classes
    TopicModelCompanionModelCompanion
  11. def clone (): AnyRef

    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws()
  12. def createDatum (model: GibbsLabeledLDA, dp: LabeledLDADocumentParams): GibbsLabeledLDADocument

    Creates a new datum for processing with the given model.

    Creates a new datum for processing with the given model.

    Definition Classes
    GibbsLabeledLDATopicModelCompanionModelCompanion
  13. def createModel (mp: LabeledLDAModelParams): GibbsLabeledLDA

    Creates a new model from the given model parameters.

    Creates a new model from the given model parameters.

    Definition Classes
    TopicModelCompanionModelCompanion
  14. def doLearn (model: GibbsLabeledLDA, data: Iterable[GibbsLabeledLDADocument]): 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
    GibbsLabeledLDALocalUpdateModelCompanion
  15. def eq (arg0: AnyRef): Boolean

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    AnyRef
  16. def equals (arg0: Any): Boolean

    Definition Classes
    AnyRef → Any
  17. def finalize (): Unit

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    protected[lang]
    Definition Classes
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    @throws()
  18. def getClass (): java.lang.Class[_]

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    final
    Definition Classes
    AnyRef → Any
  19. def getDatumState (doc: GibbsLabeledLDADocument): (String, Array[Int])

    Gets the state of the datum.

    Gets the state of the datum.

    Definition Classes
    TopicModelCompanionModelCompanion
  20. def getModelParams (model: GibbsLabeledLDA): LabeledLDAModelParams

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

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

    Definition Classes
    TopicModelCompanionModelCompanion
  21. def getModelState (model: GibbsLabeledLDA): HardAssignmentModelState

    Gets the state of the model.

    Gets the state of the model.

    Definition Classes
    TopicModelCompanionModelCompanion
  22. def hashCode (): Int

    Definition Classes
    AnyRef → Any
  23. def isInstanceOf [T0] : Boolean

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    final
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  24. def load (path: File)(implicit mpr: Readable[LabeledLDAModelParams], msr: Readable[HardAssignmentModelState]): GibbsLabeledLDA

    Loads a model of this type from the given path.

    Loads a model of this type from the given path.

    Definition Classes
    SerializableModelCompanion
  25. def name : String

    Definition Classes
    GibbsLabeledLDAModelCompanion
  26. def ne (arg0: AnyRef): Boolean

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    Definition Classes
    AnyRef
  27. def notify (): Unit

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    AnyRef
  28. def notifyAll (): Unit

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    Definition Classes
    AnyRef
  29. def save (path: File, model: GibbsLabeledLDA)(implicit mpw: Writable[LabeledLDAModelParams], msw: Writable[HardAssignmentModelState]): Unit

    Saves a model of this type to the given path.

    Saves a model of this type to the given path.

    Definition Classes
    SerializableModelCompanion
  30. def synchronized [T0] (arg0: ⇒ T0): T0

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    Definition Classes
    AnyRef
  31. def toString (): String

    Definition Classes
    AnyRef → Any
  32. def useDatumState (doc: GibbsLabeledLDADocument, state: (String, Array[Int])): Unit

    Sets the state of the document.

    Sets the state of the document.

    Definition Classes
    TopicModelCompanionModelCompanion
  33. def useModelState (model: GibbsLabeledLDA, state: HardAssignmentModelState): Unit

    Uses the given model state.

    Uses the given model state.

    Definition Classes
    TopicModelCompanionModelCompanion
  34. def wait (): Unit

    Attributes
    final
    Definition Classes
    AnyRef
    Annotations
    @throws()
  35. def wait (arg0: Long, arg1: Int): Unit

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    Definition Classes
    AnyRef
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    @throws()
  36. def wait (arg0: Long): Unit

    Attributes
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    Definition Classes
    AnyRef
    Annotations
    @throws()

Inherited from LabeledLDACompanion[GibbsLabeledLDA, HardAssignmentModelState, GibbsLabeledLDADocument, (String, Array[Int])]

Inherited from LocalUpdateModelCompanion[LabeledLDAModelParams, GibbsLabeledLDA, HardAssignmentModelState, LabeledLDADocumentParams, GibbsLabeledLDADocument, (String, Array[Int])]

Inherited from TopicModelCompanion[LabeledLDAModelParams, GibbsLabeledLDA, HardAssignmentModelState, LabeledLDADocumentParams, GibbsLabeledLDADocument, (String, Array[Int])]

Inherited from SerializableModelCompanion[LabeledLDAModelParams, GibbsLabeledLDA, HardAssignmentModelState]

Inherited from ModelCompanion[LabeledLDAModelParams, GibbsLabeledLDA, HardAssignmentModelState, LabeledLDADocumentParams, GibbsLabeledLDADocument, (String, Array[Int])]

Inherited from AnyRef

Inherited from Any