edu.stanford.nlp.tmt.model.lda

LDACompanion

trait LDACompanion [Model <: LDA[ModelState, Doc, DocState], ModelState, Doc <: LDADocument[DocState], DocState] extends TopicModelCompanion[LDAModelParams, Model, ModelState, LDADocumentParams, Doc, DocState] with LocalUpdateModelCompanion[LDAModelParams, Model, ModelState, LDADocumentParams, Doc, DocState] with LogProbabilityEstimateModelCompanion[Model, Doc]

LDA model companion - LDA models are all local-update models.

Linear Supertypes
LogProbabilityEstimateModelCompanion[Model, Doc], LocalUpdateModelCompanion[LDAModelParams, Model, ModelState, LDADocumentParams, Doc, DocState], TopicModelCompanion[LDAModelParams, Model, ModelState, LDADocumentParams, Doc, DocState], SerializableModelCompanion[LDAModelParams, Model, ModelState], ModelCompanion[LDAModelParams, Model, ModelState, LDADocumentParams, Doc, DocState], AnyRef, Any
Known Subclasses
CVB0LDA, GibbsLDA
Ordering
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Inherited
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  1. LDACompanion
  2. LogProbabilityEstimateModelCompanion
  3. LocalUpdateModelCompanion
  4. TopicModelCompanion
  5. SerializableModelCompanion
  6. ModelCompanion
  7. AnyRef
  8. Any
Visibility
  1. Public
  2. All

Abstract Value Members

  1. def apply (mp: LDAModelParams): Model

    Attributes
    abstract
    Definition Classes
    TopicModelCompanion

  2. def doLearn (model: Model, data: Iterable[Doc]): 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.

    Attributes
    abstract
    Definition Classes
    LocalUpdateModelCompanion

  3. def name : String

    Attributes
    abstract
    Definition Classes
    ModelCompanion

Concrete Value Members

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

    Attributes
    final
    Definition Classes
    AnyRef

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

    Attributes
    final
    Definition Classes
    Any

  3. def ## (): Int

    Attributes
    final
    Definition Classes
    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[LDAModelParams], msrw: ReadWritable[ModelState]): ReadWritable[Model]

    FileSerialization.

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

    Attributes
    implicit
    Definition Classes
    SerializableModelCompanion

  7. def asInstanceOf [T0] : T0

    Attributes
    final
    Definition Classes
    Any

  8. def clearDatum (doc: Doc): Unit

    Clears the state of the datum.

    Clears the state of the datum.

    Definition Classes
    TopicModelCompanion → ModelCompanion

  9. def clearModel (model: Model): Unit

    Clears the state of the model.

    Clears the state of the model.

    Definition Classes
    TopicModelCompanion → ModelCompanion

  10. def clone (): AnyRef

    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws()

  11. def createDatum (model: Model, dp: LDADocumentParams): Doc

    Creates a new datum for processing with the given model.

    Creates a new datum for processing with the given model.

    Definition Classes
    TopicModelCompanion → ModelCompanion

  12. def createModel (mp: LDAModelParams): Model

    Creates a new model from the given model parameters.

    Creates a new model from the given model parameters.

    Definition Classes
    TopicModelCompanion → ModelCompanion

  13. def eq (arg0: AnyRef): Boolean

    Attributes
    final
    Definition Classes
    AnyRef

  14. def equals (arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  15. def finalize (): Unit

    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws()

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

    Attributes
    final
    Definition Classes
    AnyRef → Any

  17. def getDatumState (doc: Doc): DocState

    Gets the state of the datum.

    Gets the state of the datum.

    Definition Classes
    TopicModelCompanion → ModelCompanion

  18. def getLogProbabilityEstimate (model: Model, doc: Doc): Double

    Definition Classes
    LDACompanion → LogProbabilityEstimateModelCompanion

  19. def getModelParams (model: Model): LDAModelParams

    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

  20. def getModelState (model: Model): ModelState

    Gets the state of the model.

    Gets the state of the model.

    Definition Classes
    TopicModelCompanion → ModelCompanion

  21. def hashCode (): Int

    Definition Classes
    AnyRef → Any

  22. def isInstanceOf [T0] : Boolean

    Attributes
    final
    Definition Classes
    Any

  23. def load (path: File)(implicit mpr: Readable[LDAModelParams], msr: Readable[ModelState]): Model

    Loads a model of this type from the given path.

    Loads a model of this type from the given path.

    Definition Classes
    SerializableModelCompanion

  24. def ne (arg0: AnyRef): Boolean

    Attributes
    final
    Definition Classes
    AnyRef

  25. def notify (): Unit

    Attributes
    final
    Definition Classes
    AnyRef

  26. def notifyAll (): Unit

    Attributes
    final
    Definition Classes
    AnyRef

  27. def save (path: File, model: Model)(implicit mpw: Writable[LDAModelParams], msw: Writable[ModelState]): Unit

    Saves a model of this type to the given path.

    Saves a model of this type to the given path.

    Definition Classes
    SerializableModelCompanion

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

    Attributes
    final
    Definition Classes
    AnyRef

  29. def toString (): String

    Definition Classes
    AnyRef → Any

  30. def useDatumState (doc: Doc, state: DocState): Unit

    Sets the state of the document.

    Sets the state of the document.

    Definition Classes
    TopicModelCompanion → ModelCompanion

  31. def useModelState (model: Model, state: ModelState): Unit

    Uses the given model state.

    Uses the given model state.

    Definition Classes
    TopicModelCompanion → ModelCompanion

  32. def wait (): Unit

    Attributes
    final
    Definition Classes
    AnyRef
    Annotations
    @throws()

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

    Attributes
    final
    Definition Classes
    AnyRef
    Annotations
    @throws()

  34. def wait (arg0: Long): Unit

    Attributes
    final
    Definition Classes
    AnyRef
    Annotations
    @throws()

Inherited from LogProbabilityEstimateModelCompanion[Model, Doc]

Inherited from LocalUpdateModelCompanion[LDAModelParams, Model, ModelState, LDADocumentParams, Doc, DocState]

Inherited from TopicModelCompanion[LDAModelParams, Model, ModelState, LDADocumentParams, Doc, DocState]

Inherited from SerializableModelCompanion[LDAModelParams, Model, ModelState]

Inherited from ModelCompanion[LDAModelParams, Model, ModelState, LDADocumentParams, Doc, DocState]

Inherited from AnyRef

Inherited from Any