Trait/Object

com.github.jonnylaw.model

Parameters

Related Docs: object Parameters | package model

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sealed trait Parameters extends AnyRef

Self Type
Parameters
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Abstract Value Members

  1. abstract def flatten: Vector[Double]

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  2. abstract def map(f: (Double) ⇒ Double): Parameters

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  3. abstract def perturb(delta: Double): Rand[Parameters]

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  4. abstract def sum(that: Parameters): Try[Parameters]

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Concrete Value Members

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

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  2. final def ##(): Int

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  3. final def ==(arg0: Any): Boolean

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  4. def add(delta: DenseVector[Double]): Parameters

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    Adds the value delta to the parameters

  5. final def asInstanceOf[T0]: T0

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  6. def clone(): AnyRef

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    Attributes
    protected[java.lang]
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    @throws( ... )
  7. final def eq(arg0: AnyRef): Boolean

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  8. def equals(arg0: Any): Boolean

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  9. def finalize(): Unit

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    @throws( classOf[java.lang.Throwable] )
  10. final def getClass(): Class[_]

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  11. def getNode(i: Int): LeafParameter

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    Get the leaf parameter at the ith node from the left

  12. def hashCode(): Int

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  13. final def isInstanceOf[T0]: Boolean

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  14. def length: Int

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  15. final def ne(arg0: AnyRef): Boolean

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  16. final def notify(): Unit

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  17. final def notifyAll(): Unit

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  18. def perturbMvn(chol: DenseMatrix[Double])(implicit rand: RandBasis = Rand): Rand[Parameters]

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    Propose a new value of the parameters using a Multivariate Normal distribution Using the cholesky decomposition of the covariance matrix

    Propose a new value of the parameters using a Multivariate Normal distribution Using the cholesky decomposition of the covariance matrix

    returns

    a distribution over the parameters which can be drawn from

  19. def perturbMvnEigen(eigen: EigSym[DenseVector[Double], DenseMatrix[Double]], scale: Double)(implicit rand: RandBasis = Rand): Rand[Parameters]

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    Propose a new value of the parameters using a Multivariate Normal distribution using the eigenvalue decomposition of the covariance matrix

    Propose a new value of the parameters using a Multivariate Normal distribution using the eigenvalue decomposition of the covariance matrix

    eigen

    the eigenvalue decomposition of the covariance matrix of the proposal distribution

    returns

    a distribution over the parameters which can be drawn from

  20. def size: Int

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

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  22. def toMap: Map[String, Double]

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  23. def toString(): String

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  24. final def wait(): Unit

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

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

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