edu.stanford.nlp.tmt.learn

LocalUpdateModelCompanion

trait LocalUpdateModelCompanion [ModelParams, Model, ModelState, DatumParams, Datum, DatumState] extends ModelCompanion[ModelParams, Model, ModelState, DatumParams, Datum, DatumState]

Models that can update their parameters from looking at one example at a time.

Linear Supertypes
ModelCompanion[ModelParams, Model, ModelState, DatumParams, Datum, DatumState], AnyRef, Any
Known Subclasses
CVB0LDA, CVB0LabeledLDA, CVB0PLDA, DataParallelModelCompanion, GibbsLDA, GibbsLabeledLDA, LDACompanion, LabeledLDACompanion
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  1. LocalUpdateModelCompanion
  2. ModelCompanion
  3. AnyRef
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Visibility
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Abstract Value Members

  1. def clearDatum (datum: Datum): Unit

    Clears the state of the datum.

    Clears the state of the datum.

    Attributes
    abstract
    Definition Classes
    ModelCompanion

  2. def clearModel (model: Model): Unit

    Clears the state of the model.

    Clears the state of the model.

    Attributes
    abstract
    Definition Classes
    ModelCompanion

  3. def createDatum (model: Model, dp: DatumParams): Datum

    Creates a new datum for processing with the given model.

    Creates a new datum for processing with the given model.

    Attributes
    abstract
    Definition Classes
    ModelCompanion

  4. def createModel (mp: ModelParams): Model

    Creates a new model from the given model parameters.

    Creates a new model from the given model parameters.

    Attributes
    abstract
    Definition Classes
    ModelCompanion

  5. def doLearn (model: Model, data: Iterable[Datum]): 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

  6. def getDatumState (datum: Datum): DatumState

    Gets the state of the datum.

    Gets the state of the datum.

    Attributes
    abstract
    Definition Classes
    ModelCompanion

  7. def getModelParams (model: Model): ModelParams

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

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

    Attributes
    abstract
    Definition Classes
    ModelCompanion

  8. def getModelState (model: Model): ModelState

    Gets the state of the model.

    Gets the state of the model.

    Attributes
    abstract
    Definition Classes
    ModelCompanion

  9. def name : String

    Attributes
    abstract
    Definition Classes
    ModelCompanion

  10. def useDatumState (datum: Datum, state: DatumState): Unit

    Uses the given datum state.

    Uses the given datum state.

    Attributes
    abstract
    Definition Classes
    ModelCompanion

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

    Uses the given model state.

    Uses the given model state.

    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. def asInstanceOf [T0] : T0

    Attributes
    final
    Definition Classes
    Any

  7. def clone (): AnyRef

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

  8. def eq (arg0: AnyRef): Boolean

    Attributes
    final
    Definition Classes
    AnyRef

  9. def equals (arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  10. def finalize (): Unit

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

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

    Attributes
    final
    Definition Classes
    AnyRef → Any

  12. def hashCode (): Int

    Definition Classes
    AnyRef → Any

  13. def isInstanceOf [T0] : Boolean

    Attributes
    final
    Definition Classes
    Any

  14. def ne (arg0: AnyRef): Boolean

    Attributes
    final
    Definition Classes
    AnyRef

  15. def notify (): Unit

    Attributes
    final
    Definition Classes
    AnyRef

  16. def notifyAll (): Unit

    Attributes
    final
    Definition Classes
    AnyRef

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

    Attributes
    final
    Definition Classes
    AnyRef

  18. def toString (): String

    Definition Classes
    AnyRef → Any

  19. def wait (): Unit

    Attributes
    final
    Definition Classes
    AnyRef
    Annotations
    @throws()

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

    Attributes
    final
    Definition Classes
    AnyRef
    Annotations
    @throws()

  21. def wait (arg0: Long): Unit

    Attributes
    final
    Definition Classes
    AnyRef
    Annotations
    @throws()

Inherited from ModelCompanion[ModelParams, Model, ModelState, DatumParams, Datum, DatumState]

Inherited from AnyRef

Inherited from Any