edu.stanford.nlp.tmt.model.llda

CVB0LabeledLDADocument

class CVB0LabeledLDADocument extends LabeledLDADocument[(String, Array[Array[Double]])] with SoftAssignmentDocument

CVB0LabeledLDA document. The assignments in assigned and the totals in theta must be kept in sync by the caller.

go to: companion
linear super types: SoftAssignmentDocument, LabeledLDADocument[(String, Array[Array[Double]])], Stateful[(String, Array[Array[Double]])], AnyRef, Any
Ordering
  1. Alphabetic
  2. By inheritance
Inherited
  1. Hide All
  2. Show all
  1. CVB0LabeledLDADocument
  2. SoftAssignmentDocument
  3. LabeledLDADocument
  4. Stateful
  5. AnyRef
  6. Any
Visibility
  1. Public
  2. All
Impl.
  1. Concrete
  2. Abstract

Instance constructors

  1. new CVB0LabeledLDADocument (id: String, labels: Array[Int], observed: Array[Int], termIndex: Array[Int], termCount: Array[Short], termTheta: Array[Array[Double]], theta: Array[Double], model: CVB0LabeledLDA)

    id

    Identifier for this document

    labels

    Set of active labels on this document. Should not contain duplicates.

    observed

    List of terms, in order

    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

    model

    Model associated with this document

Value Members

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

    attributes: final
    definition classes: AnyRef
  2. def != (arg0: Any) : Boolean

    o != arg0 is the same as !(o == (arg0)).

    o != arg0 is the same as !(o == (arg0)).

    arg0

    the object to compare against this object for dis-equality.

    returns

    false if the receiver object is equivalent to the argument; true otherwise.

    attributes: final
    definition classes: Any
  3. def ## () : Int

    attributes: final
    definition classes: AnyRef → Any
  4. def $asInstanceOf [T0] () : T0

    attributes: final
    definition classes: AnyRef
  5. def $isInstanceOf [T0] () : Boolean

    attributes: final
    definition classes: AnyRef
  6. def == (arg0: AnyRef) : Boolean

    o == arg0 is the same as if (o eq null) arg0 eq null else o.equals(arg0).

    o == arg0 is the same as if (o eq null) arg0 eq null else o.equals(arg0).

    arg0

    the object to compare against this object for equality.

    returns

    true if the receiver object is equivalent to the argument; false otherwise.

    attributes: final
    definition classes: AnyRef
  7. def == (arg0: Any) : Boolean

    o == arg0 is the same as o.equals(arg0).

    o == arg0 is the same as o.equals(arg0).

    arg0

    the object to compare against this object for equality.

    returns

    true if the receiver object is equivalent to the argument; false otherwise.

    attributes: final
    definition classes: Any
  8. def asInstanceOf [T0] : T0

    This method is used to cast the receiver object to be of type T0.

    This method is used to cast the receiver object to be of type T0.

    Note that the success of a cast at runtime is modulo Scala's erasure semantics. Therefore the expression1.asInstanceOf[String] will throw a ClassCastException at runtime, while the expressionList(1).asInstanceOf[List[String]] will not. In the latter example, because the type argument is erased as part of compilation it is not possible to check whether the contents of the list are of the requested typed.

    returns

    the receiver object.

    attributes: final
    definition classes: Any
  9. def assigned : Array[Array[Double]]

    attributes: final
    definition classes: SoftAssignmentDocument
  10. def checkrep () : Unit

    Returns true or throws a RuntimeException

    Returns true or throws a RuntimeException

  11. def clone () : AnyRef

    This method creates and returns a copy of the receiver object.

    This method creates and returns a copy of the receiver object.

    The default implementation of the clone method is platform dependent.

    returns

    a copy of the receiver object.

    attributes: protected
    definition classes: AnyRef
  12. def eq (arg0: AnyRef) : Boolean

    This method is used to test whether the argument (arg0) is a reference to the receiver object (this).

    This method is used to test whether the argument (arg0) is a reference to the receiver object (this).

    The eq method implements an [http://en.wikipedia.org/wiki/Equivalence_relation equivalence relation] on non-null instances of AnyRef: * It is reflexive: for any non-null instance x of type AnyRef, x.eq(x) returns true. * It is symmetric: for any non-null instances x and y of type AnyRef, x.eq(y) returns true if and only if y.eq(x) returns true. * It is transitive: for any non-null instances x, y, and z of type AnyRef if x.eq(y) returns true and y.eq(z) returns true, then x.eq(z) returns true.

    Additionally, the eq method has three other properties. * It is consistent: for any non-null instances x and y of type AnyRef, multiple invocations of x.eq(y) consistently returns true or consistently returns false. * For any non-null instance x of type AnyRef, x.eq(null) and null.eq(x) returns false. * null.eq(null) returns true.

    When overriding the equals or hashCode methods, it is important to ensure that their behavior is consistent with reference equality. Therefore, if two objects are references to each other (o1 eq o2), they should be equal to each other (o1 == o2) and they should hash to the same value (o1.hashCode == o2.hashCode).

    arg0

    the object to compare against this object for reference equality.

    returns

    true if the argument is a reference to the receiver object; false otherwise.

    attributes: final
    definition classes: AnyRef
  13. def equals (arg0: Any) : Boolean

    This method is used to compare the receiver object (this) with the argument object (arg0) for equivalence.

    This method is used to compare the receiver object (this) with the argument object (arg0) for equivalence.

    The default implementations of this method is an [http://en.wikipedia.org/wiki/Equivalence_relation equivalence relation]: * It is reflexive: for any instance x of type Any, x.equals(x) should return true. * It is symmetric: for any instances x and y of type Any, x.equals(y) should return true if and only if y.equals(x) returns true. * It is transitive: for any instances x, y, and z of type AnyRef if x.equals(y) returns true and y.equals(z) returns true, then x.equals(z) should return true.

    If you override this method, you should verify that your implementation remains an equivalence relation. Additionally, when overriding this method it is often necessary to override hashCode to ensure that objects that are "equal" (o1.equals(o2) returns true) hash to the same scala.Int (o1.hashCode.equals(o2.hashCode)).

    arg0

    the object to compare against this object for equality.

    returns

    true if the receiver object is equivalent to the argument; false otherwise.

    definition classes: AnyRef → Any
  14. def finalize () : Unit

    This method is called by the garbage collector on the receiver object when garbage collection determines that there are no more references to the object.

    This method is called by the garbage collector on the receiver object when garbage collection determines that there are no more references to the object.

    The details of when and if the finalize method are invoked, as well as the interaction between finalizeand non-local returns and exceptions, are all platform dependent.

    attributes: protected
    definition classes: AnyRef
  15. def getClass () : java.lang.Class[_]

    Returns a representation that corresponds to the dynamic class of the receiver object.

    Returns a representation that corresponds to the dynamic class of the receiver object.

    The nature of the representation is platform dependent.

    returns

    a representation that corresponds to the dynamic class of the receiver object.

    attributes: final
    definition classes: AnyRef
  16. def hashCode () : Int

    Returns a hash code value for the object.

    Returns a hash code value for the object.

    The default hashing algorithm is platform dependent.

    Note that it is allowed for two objects to have identical hash codes (o1.hashCode.equals(o2.hashCode)) yet not be equal (o1.equals(o2) returns false). A degenerate implementation could always return 0. However, it is required that if two objects are equal (o1.equals(o2) returns true) that they have identical hash codes (o1.hashCode.equals(o2.hashCode)). Therefore, when overriding this method, be sure to verify that the behavior is consistent with the equals method.

    returns

    the hash code value for the object.

    definition classes: AnyRef → Any
  17. val id : String

    Identifier for this document

    Identifier for this document

  18. def isInstanceOf [T0] : Boolean

    This method is used to test whether the dynamic type of the receiver object is T0.

    This method is used to test whether the dynamic type of the receiver object is T0.

    Note that the test result of the test is modulo Scala's erasure semantics. Therefore the expression1.isInstanceOf[String] will return false, while the expression List(1).isInstanceOf[List[String]] will return true. In the latter example, because the type argument is erased as part of compilation it is not possible to check whether the contents of the list are of the requested typed.

    returns

    true if the receiver object is an instance of erasure of type T0; false otherwise.

    attributes: final
    definition classes: Any
  19. val labels : Array[Int]

    Set of active labels on this document.

    Set of active labels on this document. Should not contain duplicates.

    definition classes: CVB0LabeledLDADocumentLabeledLDADocument
  20. val model : CVB0LabeledLDA

    Model associated with this document

    Model associated with this document

  21. def ne (arg0: AnyRef) : Boolean

    o.ne(arg0) is the same as !(o.eq(arg0)).

    o.ne(arg0) is the same as !(o.eq(arg0)).

    arg0

    the object to compare against this object for reference dis-equality.

    returns

    false if the argument is not a reference to the receiver object; true otherwise.

    attributes: final
    definition classes: AnyRef
  22. def notify () : Unit

    Wakes up a single thread that is waiting on the receiver object's monitor.

    Wakes up a single thread that is waiting on the receiver object's monitor.

    attributes: final
    definition classes: AnyRef
  23. def notifyAll () : Unit

    Wakes up all threads that are waiting on the receiver object's monitor.

    Wakes up all threads that are waiting on the receiver object's monitor.

    attributes: final
    definition classes: AnyRef
  24. val observed : Array[Int]

    List of terms, in order

    List of terms, in order

  25. def reset () : Unit

    Clear all assignments

    Clear all assignments

    definition classes: CVB0LabeledLDADocumentStateful
  26. def signature : SparseArray[Double]

    Returns the per-label probability.

    Returns the per-label probability.

    definition classes: CVB0LabeledLDADocumentLabeledLDADocument
  27. def state : (String, Array[Array[Double]])

    Gets the current state of this object.

    Gets the current state of this object.

    definition classes: SoftAssignmentDocumentStateful
  28. def state_= (state: (String, Array[Array[Double]])) : Unit

    Sets the current state of this object.

    Sets the current state of this object.

    definition classes: SoftAssignmentDocumentStateful
  29. def synchronized [T0] (arg0: T0) : T0

    attributes: final
    definition classes: AnyRef
  30. val termCount : Array[Short]

    How often each term type appears in the document

    How often each term type appears in the document

  31. val termIndex : Array[Int]

    Term types that appear in the document

    Term types that appear in the document

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

    Distribution over topics for each term type

    Distribution over topics for each term type

  33. val theta : Array[Double]

    Document level distribution over topics

    Document level distribution over topics

  34. def toString () : String

    Returns a string representation of the object.

    Returns a string representation of the object.

    The default representation is platform dependent.

    returns

    a string representation of the object.

    definition classes: AnyRef → Any
  35. def wait () : Unit

    attributes: final
    definition classes: AnyRef
  36. def wait (arg0: Long, arg1: Int) : Unit

    attributes: final
    definition classes: AnyRef
  37. def wait (arg0: Long) : Unit

    attributes: final
    definition classes: AnyRef

Inherited from SoftAssignmentDocument

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

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

Inherited from AnyRef

Inherited from Any