edu.stanford.nlp.tmt.model.lda

GibbsLDADocument

class GibbsLDADocument extends LDADocument[(String, Array[Int])] with HardAssignmentDocument

Holds a bag of observations and an assignment for each observation.

Linear Supertypes
HardAssignmentDocument, LDADocument[(String, Array[Int])], Stateful[(String, Array[Int])], AnyRef, Any
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Inherited
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  1. GibbsLDADocument
  2. HardAssignmentDocument
  3. LDADocument
  4. Stateful
  5. AnyRef
  6. Any
Visibility
  1. Public
  2. All

Instance Constructors

  1. new GibbsLDADocument (id: String, observed: Array[Int], assigned: Array[Int], theta: Array[Int])

    observed

    observed terms

    assigned

    assigned topic for each term

    theta

    count of how many times each topic has been assigned

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. val assigned : Array[Int]

    assigned topic for each term

    assigned topic for each term

    Definition Classes
    GibbsLDADocument → HardAssignmentDocument

  8. def checkrep (): Unit

    Returns true or throws a RuntimeException

    Returns true or throws a RuntimeException

    Definition Classes
    HardAssignmentDocument

  9. def clone (): AnyRef

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

  10. def eq (arg0: AnyRef): Boolean

    Attributes
    final
    Definition Classes
    AnyRef

  11. def equals (arg0: Any): Boolean

    Definition Classes
    AnyRef → Any

  12. def finalize (): Unit

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

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

    Attributes
    final
    Definition Classes
    AnyRef → Any

  14. def hasAssignments : Boolean

    Returns true if this document has assingments

    Returns true if this document has assingments

    Definition Classes
    HardAssignmentDocument

  15. def hashCode (): Int

    Definition Classes
    AnyRef → Any

  16. val id : String

    Definition Classes
    GibbsLDADocument → HardAssignmentDocument

  17. def isInstanceOf [T0] : Boolean

    Attributes
    final
    Definition Classes
    Any

  18. def ne (arg0: AnyRef): Boolean

    Attributes
    final
    Definition Classes
    AnyRef

  19. def notify (): Unit

    Attributes
    final
    Definition Classes
    AnyRef

  20. def notifyAll (): Unit

    Attributes
    final
    Definition Classes
    AnyRef

  21. val observed : Array[Int]

    observed terms

    observed terms

    Definition Classes
    GibbsLDADocument → HardAssignmentDocument → LDADocument

  22. def reset (): Unit

    Clear all assignments

    Clear all assignments

    Definition Classes
    HardAssignmentDocument → Stateful

  23. def signature : Array[Double]

    Distribution of topic->probability.

    Distribution of topic->probability.

    Definition Classes
    GibbsLDADocument → LDADocument

  24. def state : (String, Array[Int])

    Gets the current state of this object.

    Gets the current state of this object.

    Definition Classes
    HardAssignmentDocument → Stateful

  25. def state_= (state: (String, Array[Int])): Unit

    Sets the current state of this object.

    Sets the current state of this object.

    Definition Classes
    HardAssignmentDocument → Stateful

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

    Attributes
    final
    Definition Classes
    AnyRef

  27. val theta : Array[Int]

    count of how many times each topic has been assigned

    count of how many times each topic has been assigned

    Definition Classes
    GibbsLDADocument → HardAssignmentDocument

  28. def toString (): String

    Definition Classes
    AnyRef → Any

  29. def wait (): Unit

    Attributes
    final
    Definition Classes
    AnyRef
    Annotations
    @throws()

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

    Attributes
    final
    Definition Classes
    AnyRef
    Annotations
    @throws()

  31. def wait (arg0: Long): Unit

    Attributes
    final
    Definition Classes
    AnyRef
    Annotations
    @throws()

Inherited from HardAssignmentDocument

Inherited from LDADocument[(String, Array[Int])]

Inherited from Stateful[(String, Array[Int])]

Inherited from AnyRef

Inherited from Any