axle.pgm

BayesianNetworkModule

trait BayesianNetworkModule extends FactorModule with EliminationTreeModule

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  1. BayesianNetworkModule
  2. EliminationTreeModule
  3. FactorModule
  4. MatrixModule
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Type Members

  1. case class BayesianNetwork[T, N](name: String, graph: DirectedGraph[BayesianNetworkNode[T, N], String])(implicit evidence$5: Manifest[T], evidence$6: Eq[T], evidence$7: Field[N], evidence$8: ConvertableFrom[N], evidence$9: Order[N], evidence$10: Manifest[N]) extends Product with Serializable

  2. case class BayesianNetworkNode[T, N](rv: Distribution[T, N], cpt: BayesianNetworkModule.Factor[T, N])(implicit evidence$1: Eq[T], evidence$2: Field[N]) extends XmlAble with Product with Serializable

  3. abstract type C[T]

    Definition Classes
    MatrixModule
  4. case class EliminationTree[T, N](vps: Seq[EliminationTreeModule.Factor[T, N]], ef: (Seq[Vertex[EliminationTreeModule.Factor[T, N]]]) ⇒ Seq[(Vertex[EliminationTreeModule.Factor[T, N]], Vertex[EliminationTreeModule.Factor[T, N]], String)])(implicit evidence$1: Eq[T], evidence$2: Manifest[T], evidence$3: Field[N], evidence$4: Manifest[N]) extends Product with Serializable

    Definition Classes
    EliminationTreeModule
  5. class Factor[T, N] extends AnyRef

    Definition Classes
    FactorModule
  6. abstract type Matrix[T] <: MatrixLike[T]

    Definition Classes
    MatrixModule
  7. trait MatrixLike[T] extends AnyRef

    Definition Classes
    MatrixModule

Abstract Value Members

  1. abstract def centerColumns(m: Matrix[Double]): Matrix[Double]

    Definition Classes
    MatrixModule
  2. abstract def centerRows(m: Matrix[Double]): Matrix[Double]

    Definition Classes
    MatrixModule
  3. abstract def columnRange(m: Matrix[Double]): Matrix[Double]

    Definition Classes
    MatrixModule
  4. implicit abstract val convertBoolean: C[Boolean]

    Definition Classes
    MatrixModule
  5. implicit abstract val convertDouble: C[Double]

    Definition Classes
    MatrixModule
  6. implicit abstract val convertInt: C[Int]

    Definition Classes
    MatrixModule
  7. abstract def cov(m: Matrix[Double]): Matrix[Double]

    Definition Classes
    MatrixModule
  8. abstract def eye[T](n: Int)(implicit arg0: C[T]): Matrix[T]

    Definition Classes
    MatrixModule
  9. abstract def matrix[T](m: Int, n: Int, f: (Int, Int) ⇒ T)(implicit arg0: C[T]): Matrix[T]

    Definition Classes
    MatrixModule
  10. abstract def matrix[T](m: Int, n: Int, topleft: ⇒ T, left: (Int) ⇒ T, top: (Int) ⇒ T, fill: (Int, Int, T, T, T) ⇒ T)(implicit arg0: C[T]): Matrix[T]

    Definition Classes
    MatrixModule
  11. abstract def matrix[T](m: Int, n: Int, values: Array[T])(implicit arg0: C[T]): Matrix[T]

    Definition Classes
    MatrixModule
  12. abstract def numComponentsForCutoff(s: Matrix[Double], cutoff: Double): Int

    Definition Classes
    MatrixModule
  13. abstract def ones[T](m: Int, n: Int)(implicit arg0: C[T]): Matrix[T]

    Definition Classes
    MatrixModule
  14. abstract def pca(Xnorm: Matrix[Double], cutoff: Double = 0.95): (Matrix[Double], Matrix[Double])

    Definition Classes
    MatrixModule
  15. abstract def rowRange(m: Matrix[Double]): Matrix[Double]

    Definition Classes
    MatrixModule
  16. abstract def std(m: Matrix[Double]): Matrix[Double]

    Definition Classes
    MatrixModule
  17. abstract def sumsq(m: Matrix[Double]): Matrix[Double]

    Definition Classes
    MatrixModule
  18. abstract def zeros[T](m: Int, n: Int)(implicit arg0: C[T]): Matrix[T]

    Definition Classes
    MatrixModule
  19. abstract def zscore(m: Matrix[Double]): Matrix[Double]

    Definition Classes
    MatrixModule

Concrete Value Members

  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
    AnyRef → Any
  4. object BayesianNetwork extends Serializable

  5. object BayesianNetworkNode extends Serializable

  6. object Factor

    Definition Classes
    FactorModule
  7. final def asInstanceOf[T0]: T0

    Definition Classes
    Any
  8. def clone(): AnyRef

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  9. final def eq(arg0: AnyRef): Boolean

    Definition Classes
    AnyRef
  10. def equals(arg0: Any): Boolean

    Definition Classes
    AnyRef → Any
  11. def finalize(): Unit

    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  12. final def getClass(): Class[_]

    Definition Classes
    AnyRef → Any
  13. def hashCode(): Int

    Definition Classes
    AnyRef → Any
  14. def hilb(n: Int): Matrix[Double]

    Hilbert matrix

    Hilbert matrix

    Definition Classes
    MatrixModule
  15. final def isInstanceOf[T0]: Boolean

    Definition Classes
    Any
  16. def median(m: Matrix[Double]): Matrix[Double]

    Definition Classes
    MatrixModule
  17. final def ne(arg0: AnyRef): Boolean

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

    Definition Classes
    AnyRef
  19. final def notifyAll(): Unit

    Definition Classes
    AnyRef
  20. final def synchronized[T0](arg0: ⇒ T0): T0

    Definition Classes
    AnyRef
  21. def toString(): String

    Definition Classes
    AnyRef → Any
  22. final def wait(): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  23. final def wait(arg0: Long, arg1: Int): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  24. final def wait(arg0: Long): Unit

    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

Inherited from EliminationTreeModule

Inherited from FactorModule

Inherited from MatrixModule

Inherited from AnyRef

Inherited from Any

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