edu.stanford.nlp.tmt.model.lda

CVB0LDA

object CVB0LDA extends LDACompanion[CVB0LDA, SoftAssignmentModelState, CVB0LDADocument, (String, Array[Array[Double]])] with DataParallelModelCompanion[LDAModelParams, CVB0LDA, SoftAssignmentModelState, LDADocumentParams, CVB0LDADocument, (String, Array[Array[Double]])]

go to: companion
linear super types: DataParallelModelCompanion[LDAModelParams, CVB0LDA, SoftAssignmentModelState, LDADocumentParams, CVB0LDADocument, (String, Array[Array[Double]])], LDACompanion[CVB0LDA, SoftAssignmentModelState, CVB0LDADocument, (String, Array[Array[Double]])], LogProbabilityEstimateModelCompanion[CVB0LDA, CVB0LDADocument], LocalUpdateModelCompanion[LDAModelParams, CVB0LDA, SoftAssignmentModelState, LDADocumentParams, CVB0LDADocument, (String, Array[Array[Double]])], TopicModelCompanion[LDAModelParams, CVB0LDA, SoftAssignmentModelState, LDADocumentParams, CVB0LDADocument, (String, Array[Array[Double]])], SerializableModelCompanion[LDAModelParams, CVB0LDA, SoftAssignmentModelState], ModelCompanion[LDAModelParams, CVB0LDA, SoftAssignmentModelState, LDADocumentParams, CVB0LDADocument, (String, Array[Array[Double]])], AnyRef, Any
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  1. CVB0LDA
  2. DataParallelModelCompanion
  3. LDACompanion
  4. LogProbabilityEstimateModelCompanion
  5. LocalUpdateModelCompanion
  6. TopicModelCompanion
  7. SerializableModelCompanion
  8. ModelCompanion
  9. AnyRef
  10. Any
Visibility
  1. Public
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Impl.
  1. Concrete
  2. Abstract

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. implicit def ReadWritable (implicit mprw: ReadWritable[LDAModelParams], msrw: ReadWritable[SoftAssignmentModelState]) : ReadWritable[CVB0LDA]

    FileSerialization.

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

    attributes: implicit
    definition classes: SerializableModelCompanion
  9. def addTopicTermMatrixInto (a: Array[SparseArray[Double]], b: Array[SparseArray[Double]]) : Array[SparseArray[Double]]

  10. def apply (mp: LDAModelParams) : CVB0LDA

    definition classes: CVB0LDATopicModelCompanion
  11. 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
  12. def clearDatum (doc: CVB0LDADocument) : Unit

    Clears the state of the datum.

    Clears the state of the datum.

    definition classes: TopicModelCompanionModelCompanion
  13. def clearModel (model: CVB0LDA) : Unit

    Clears the state of the model.

    Clears the state of the model.

    definition classes: TopicModelCompanionModelCompanion
  14. 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
  15. def createDatum (model: CVB0LDA, dp: LDADocumentParams) : CVB0LDADocument

    Creates a new datum for processing with the given model.

    Creates a new datum for processing with the given model.

    definition classes: TopicModelCompanionModelCompanion
  16. def createModel (mp: LDAModelParams) : CVB0LDA

    Creates a new model from the given model parameters.

    Creates a new model from the given model parameters.

    definition classes: TopicModelCompanionModelCompanion
  17. def createTopicTermMatrix (doc: CVB0LDADocument) : Array[SparseArray[Double]]

  18. def doCollect (a: SoftAssignmentModelState, b: SoftAssignmentModelState) : SoftAssignmentModelState

    Collects ModelStates into a new summary model state.

    Collects ModelStates into a new summary model state.

    definition classes: CVB0LDADataParallelModelCompanion
  19. def doLearn (model: CVB0LDA, data: Iterable[CVB0LDADocument]) : 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.

    definition classes: CVB0LDALocalUpdateModelCompanion
  20. 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
  21. 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
  22. 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
  23. 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
  24. def getDatumState (doc: CVB0LDADocument) : (String, Array[Array[Double]])

    Gets the state of the datum.

    Gets the state of the datum.

    definition classes: TopicModelCompanionModelCompanion
  25. def getLogProbabilityEstimate (model: CVB0LDA, doc: CVB0LDADocument) : Double

  26. def getModelParams (model: CVB0LDA) : 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: TopicModelCompanionModelCompanion
  27. def getModelState (model: CVB0LDA) : SoftAssignmentModelState

    Gets the state of the model.

    Gets the state of the model.

    definition classes: TopicModelCompanionModelCompanion
  28. 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
  29. 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
  30. def load (path: File)(implicit mpr: Readable[LDAModelParams], msr: Readable[SoftAssignmentModelState]) : CVB0LDA

    Loads a model of this type from the given path.

    Loads a model of this type from the given path.

    definition classes: SerializableModelCompanion
  31. def name : String

    definition classes: CVB0LDAModelCompanion
  32. 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
  33. 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
  34. 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
  35. def readResolve () : AnyRef

    attributes: protected
  36. def save (path: File, model: CVB0LDA)(implicit mpw: Writable[LDAModelParams], msw: Writable[SoftAssignmentModelState]) : Unit

    Saves a model of this type to the given path.

    Saves a model of this type to the given path.

    definition classes: SerializableModelCompanion
  37. def synchronized [T0] (arg0: T0) : T0

    attributes: final
    definition classes: AnyRef
  38. 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
  39. def useDatumState (doc: CVB0LDADocument, state: (String, Array[Array[Double]])) : Unit

    Sets the state of the document.

    Sets the state of the document.

    definition classes: TopicModelCompanionModelCompanion
  40. def useModelState (model: CVB0LDA, state: SoftAssignmentModelState) : Unit

    Uses the given model state.

    Uses the given model state.

    definition classes: TopicModelCompanionModelCompanion
  41. def wait () : Unit

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

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

    attributes: final
    definition classes: AnyRef

Inherited from DataParallelModelCompanion[LDAModelParams, CVB0LDA, SoftAssignmentModelState, LDADocumentParams, CVB0LDADocument, (String, Array[Array[Double]])]

Inherited from LDACompanion[CVB0LDA, SoftAssignmentModelState, CVB0LDADocument, (String, Array[Array[Double]])]

Inherited from LogProbabilityEstimateModelCompanion[CVB0LDA, CVB0LDADocument]

Inherited from LocalUpdateModelCompanion[LDAModelParams, CVB0LDA, SoftAssignmentModelState, LDADocumentParams, CVB0LDADocument, (String, Array[Array[Double]])]

Inherited from TopicModelCompanion[LDAModelParams, CVB0LDA, SoftAssignmentModelState, LDADocumentParams, CVB0LDADocument, (String, Array[Array[Double]])]

Inherited from SerializableModelCompanion[LDAModelParams, CVB0LDA, SoftAssignmentModelState]

Inherited from ModelCompanion[LDAModelParams, CVB0LDA, SoftAssignmentModelState, LDADocumentParams, CVB0LDADocument, (String, Array[Array[Double]])]

Inherited from AnyRef

Inherited from Any