edu.stanford.nlp.tmt.model.pldp

PLDP

class PLDP extends AnyRef

Partially Latent Dirichlet Process model. Mixes together a set of dirichlet process models by picking an (observed) subset of dirichlet process models.

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  1. PLDP
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Instance Constructors

  1. new PLDP (termIndex: Index[String], termSmoothing: Array[Double], labelIndex: Index[String], labelSmoothing: Array[Double], alpha: Double)

    alpha

    Held out probability of creating a new topic in the mixture.

Value Members

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

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  2. def != (arg0: Any): Boolean

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  3. def ## (): Int

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  4. def == (arg0: AnyRef): Boolean

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  5. def == (arg0: Any): Boolean

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  6. var alpha : Double

    Held out probability of creating a new topic in the mixture.

  7. def asInstanceOf [T0] : T0

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  8. def checkrep (): Unit

  9. def clone (): AnyRef

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  10. val countLabelTopic : Array[IntExpandArray]

    Number of times we have seen the label and topic.

  11. val countLabelTopicTerm : Array[ArrayBuffer[Array[Int]]]

    Number of times we have seen the label, topic, and term together.

  12. def eq (arg0: AnyRef): Boolean

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  13. def equals (arg0: Any): Boolean

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  14. def finalize (): Unit

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

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  16. def hashCode (): Int

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  17. def isInstanceOf [T0] : Boolean

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  18. val labelIndex : Index[String]

  19. val labelSmoothing : Array[Double]

  20. def loadState (path: File): Unit

  21. def log (msg: String): Unit

  22. def ne (arg0: AnyRef): Boolean

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  23. def notify (): Unit

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  24. def notifyAll (): Unit

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  25. def numAllocatedLabelTopics (label: Int): Int

    Returns the number of allocated (possibly-unused) topics in the label.

  26. def numLabels : Int

    Number of labels in the model.

    Number of labels in the model.

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  27. def numTerms : Int

    Number of terms in the model.

    Number of terms in the model.

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  28. val numUsedLabelTopics : Array[Int]

    Tracks the number of non-empty topics in the given label.

  29. def saveState (path: File): Unit

  30. def status (println: (String) ⇒ Unit = System.err.println): Unit

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

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  32. val termIndex : Index[String]

  33. val termSmoothing : Array[Double]

  34. var termSmoothingDenom : Double

  35. def toString (): String

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  36. def wait (): Unit

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

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  38. def wait (arg0: Long): Unit

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