dk.bayes.learn.lds

GenericLDSEM

Related Doc: package lds

object GenericLDSEM extends LDSEM with LazyLogging

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  1. final def !=(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean

    Definition Classes
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  4. final def asInstanceOf[T0]: T0

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  5. def clone(): AnyRef

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  6. final def eq(arg0: AnyRef): Boolean

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  7. def equals(arg0: Any): Boolean

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  8. def finalize(): Unit

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  9. final def getClass(): Class[_]

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  10. def hashCode(): Int

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  11. final def isInstanceOf[T0]: Boolean

    Definition Classes
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  12. def learn(data: Array[Array[Double]], priorMean: Gaussian, emissionVar: Double, iterNum: Int): EMSummary

    Learn parameters (prior mean and variance and emission variance) of linear dynamical systems with EM algorithm.

    Learn parameters (prior mean and variance and emission variance) of linear dynamical systems with EM algorithm. Learning transition variance is not supported.

    data

    Sequence of sequences of observations (transition variance is zero)

    priorMean

    Initial prior mean parameters (mean and variance)

    emissionVar

    Initial emission variance

    Definition Classes
    GenericLDSEMLDSEM
  13. lazy val logger: Logger

    Attributes
    protected
    Definition Classes
    LazyLogging → Logging
  14. final def ne(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  15. final def notify(): Unit

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  16. final def notifyAll(): Unit

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  17. final def synchronized[T0](arg0: ⇒ T0): T0

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  18. def toString(): String

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  19. final def wait(): Unit

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

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  21. final def wait(arg0: Long): Unit

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Inherited from LazyLogging

Inherited from Logging

Inherited from LDSEM

Inherited from AnyRef

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