edu.stanford.nlp.tmt.model.lda

CVB0LDADocument

class CVB0LDADocument extends LDADocument[(String, Array[Array[Double]])] with SoftAssignmentDocument

CVB0LDA document. The assignments in assigned and the totals in theta must be kept in sync by the caller.

Linear Supertypes
SoftAssignmentDocument, LDADocument[(String, Array[Array[Double]])], Stateful[(String, Array[Array[Double]])], AnyRef, Any
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Inherited
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  1. CVB0LDADocument
  2. SoftAssignmentDocument
  3. LDADocument
  4. Stateful
  5. AnyRef
  6. Any
Visibility
  1. Public
  2. All

Instance Constructors

  1. new CVB0LDADocument (id: String, observed: Array[Int], termIndex: Array[Int], termCount: Array[Short], termTheta: Array[Array[Double]], theta: Array[Double], model: CVB0LDA)

    termIndex

    Term types that appear in the document

    termCount

    How often each term type appears in the document

    termTheta

    Distribution over topics for each term type

    theta

    Document level distribution over topics

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 assigned : Array[Array[Double]]

    Attributes
    final
    Definition Classes
    SoftAssignmentDocument

  8. def checkrep (): Unit

    Throws a RuntimeException if the rep invariants are broken.

    Throws a RuntimeException if the rep invariants are broken.

    Definition Classes
    SoftAssignmentDocument

  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 hashCode (): Int

    Definition Classes
    AnyRef → Any

  15. val id : String

    Definition Classes
    CVB0LDADocument → SoftAssignmentDocument

  16. def isInstanceOf [T0] : Boolean

    Attributes
    final
    Definition Classes
    Any

  17. val model : CVB0LDA

  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 in the document.

    Observed terms in the document.

    Definition Classes
    CVB0LDADocument → SoftAssignmentDocument → LDADocument

  22. def reset (): Unit

    Clear all assignments

    Clear all assignments

    Definition Classes
    CVB0LDADocument → Stateful

  23. def signature : Array[Double]

    Distribution of topic->probability.

    Distribution of topic->probability.

    Definition Classes
    CVB0LDADocument → LDADocument

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

    Gets the current state of this object.

    Gets the current state of this object.

    Definition Classes
    SoftAssignmentDocument → Stateful

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

    Sets the current state of this object.

    Sets the current state of this object.

    Definition Classes
    SoftAssignmentDocument → Stateful

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

    Attributes
    final
    Definition Classes
    AnyRef

  27. val termCount : Array[Short]

    How often each term type appears in the document

    How often each term type appears in the document

    Definition Classes
    CVB0LDADocument → SoftAssignmentDocument

  28. val termIndex : Array[Int]

    Term types that appear in the document

    Term types that appear in the document

    Definition Classes
    CVB0LDADocument → SoftAssignmentDocument

  29. val termTheta : Array[Array[Double]]

    Distribution over topics for each term type

    Distribution over topics for each term type

    Definition Classes
    CVB0LDADocument → SoftAssignmentDocument

  30. val theta : Array[Double]

    Document level distribution over topics

    Document level distribution over topics

    Definition Classes
    CVB0LDADocument → SoftAssignmentDocument

  31. def toString (): String

    Definition Classes
    AnyRef → Any

  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 SoftAssignmentDocument

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

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

Inherited from AnyRef

Inherited from Any