case class TangentFiniteDistribution[State](baseState: State, nodeCoeffSeq: NodeCoeffSeq[State, Double], varWeight: Double)(implicit sd: StateDistribution[State, FiniteDistribution]) extends GenTruncatedFiniteDistribution[State] with Product with Serializable
resolving a general specification of a recursive generative model as finite distributions, depending on truncation;
the coefficients of the various generator nodes should be Double
- State
scala type of the initial state
- nodeCoeffSeq
the various generator nodes with coefficients for various random variables and families
- sd
finite distributions from the initial state corresponding to random variables and families
Linear Supertypes
Type Hierarchy
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Inherited
- TangentFiniteDistribution
- Serializable
- Product
- Equals
- GenTruncatedFiniteDistribution
- AnyRef
- Any
Implicitly
- by any2stringadd
- by StringFormat
- by Ensuring
- by ArrowAssoc
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- Public
- Protected
Instance Constructors
- new TangentFiniteDistribution(baseState: State, nodeCoeffSeq: NodeCoeffSeq[State, Double], varWeight: Double)(implicit sd: StateDistribution[State, FiniteDistribution])
- nodeCoeffSeq
the various generator nodes with coefficients for various random variables and families
- sd
finite distributions from the initial state corresponding to random variables and families
Value Members
- final def !=(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
- final def ##: Int
- Definition Classes
- AnyRef → Any
- def +(other: String): String
- Implicit
- This member is added by an implicit conversion from TangentFiniteDistribution[State] toany2stringadd[TangentFiniteDistribution[State]] performed by method any2stringadd in scala.Predef.
- Definition Classes
- any2stringadd
- def ->[B](y: B): (TangentFiniteDistribution[State], B)
- Implicit
- This member is added by an implicit conversion from TangentFiniteDistribution[State] toArrowAssoc[TangentFiniteDistribution[State]] performed by method ArrowAssoc in scala.Predef.
- Definition Classes
- ArrowAssoc
- Annotations
- @inline()
- final def ==(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
- final def asInstanceOf[T0]: T0
- Definition Classes
- Any
- val baseState: State
- def clone(): AnyRef
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.CloneNotSupportedException]) @native() @HotSpotIntrinsicCandidate()
- def ensuring(cond: (TangentFiniteDistribution[State]) => Boolean, msg: => Any): TangentFiniteDistribution[State]
- Implicit
- This member is added by an implicit conversion from TangentFiniteDistribution[State] toEnsuring[TangentFiniteDistribution[State]] performed by method Ensuring in scala.Predef.
- Definition Classes
- Ensuring
- def ensuring(cond: (TangentFiniteDistribution[State]) => Boolean): TangentFiniteDistribution[State]
- Implicit
- This member is added by an implicit conversion from TangentFiniteDistribution[State] toEnsuring[TangentFiniteDistribution[State]] performed by method Ensuring in scala.Predef.
- Definition Classes
- Ensuring
- def ensuring(cond: Boolean, msg: => Any): TangentFiniteDistribution[State]
- Implicit
- This member is added by an implicit conversion from TangentFiniteDistribution[State] toEnsuring[TangentFiniteDistribution[State]] performed by method Ensuring in scala.Predef.
- Definition Classes
- Ensuring
- def ensuring(cond: Boolean): TangentFiniteDistribution[State]
- Implicit
- This member is added by an implicit conversion from TangentFiniteDistribution[State] toEnsuring[TangentFiniteDistribution[State]] performed by method Ensuring in scala.Predef.
- Definition Classes
- Ensuring
- final def eq(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
- def formatted(fmtstr: String): String
- Implicit
- This member is added by an implicit conversion from TangentFiniteDistribution[State] toStringFormat[TangentFiniteDistribution[State]] performed by method StringFormat in scala.Predef.
- Definition Classes
- StringFormat
- Annotations
- @inline()
- final def getClass(): Class[_ <: AnyRef]
- Definition Classes
- AnyRef → Any
- Annotations
- @native() @HotSpotIntrinsicCandidate()
- final def isInstanceOf[T0]: Boolean
- Definition Classes
- Any
- def mapsSum[X, Y](first: Map[X, FiniteDistribution[Y]], second: Map[X, FiniteDistribution[Y]]): Map[X, FiniteDistribution[Y]]
- Definition Classes
- GenTruncatedFiniteDistribution
- final def ne(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
- def nodeCoeffDist[Y](initState: State)(nodeCoeffs: NodeCoeffs[State, Double, HNil, Y], epsilon: Double): FiniteDistribution[Y]
- Definition Classes
- GenTruncatedFiniteDistribution
- def nodeCoeffFamilyMap[Dom <: HList, Y](initState: State)(nodeCoeffs: NodeCoeffs[State, Double, Dom, Y], baseDist: FiniteDistribution[Dom], epsilon: Double): Map[Dom, FiniteDistribution[Y]]
- Definition Classes
- GenTruncatedFiniteDistribution
- val nodeCoeffSeq: NodeCoeffSeq[State, Double]
- def nodeDist[Y](tangentState: State)(generatorNode: GeneratorNode[Y], epsilon: Double): FiniteDistribution[Y]
recursively determines the finite distribution given a generator node; the main work is done here
recursively determines the finite distribution given a generator node; the main work is done here
- Y
values of the corresponding random variable
- tangentState
initial state
- generatorNode
generator node to resolve
- epsilon
cutoff
- returns
distribution corresponding to the
outputrandom variable
- Definition Classes
- TangentFiniteDistribution → GenTruncatedFiniteDistribution
- def nodeFamilyDist[Dom <: HList, Y](initState: State)(generatorNodeFamily: GeneratorNodeFamily[Dom, Y], baseDist: FiniteDistribution[Dom], epsilon: Double): Map[Dom, FiniteDistribution[Y]]
- Definition Classes
- GenTruncatedFiniteDistribution
- final def notify(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native() @HotSpotIntrinsicCandidate()
- final def notifyAll(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native() @HotSpotIntrinsicCandidate()
- def productElementNames: Iterator[String]
- Definition Classes
- Product
- final def synchronized[T0](arg0: => T0): T0
- Definition Classes
- AnyRef
- def updateAll(dataSeq: Seq[Value[_ <: HList, _, Double]]): TangentFiniteDistribution[State]
update coefficients, to be used in complex islands
update coefficients, to be used in complex islands
- dataSeq
the new coefficients
- returns
TruncatedFiniteDistribution with updated coefficients
- def varDist[Y](initState: State)(randomVar: RandomVar[Y], epsilon: Double): FiniteDistribution[Y]
finite distribution for a random variable
finite distribution for a random variable
- Y
values of the random variable
- initState
initial state
- randomVar
random variable whose distribution is returned
- epsilon
cutoff
- returns
finite distribution for the given random variable
- Definition Classes
- GenTruncatedFiniteDistribution
- def varFamilyDist[RDom <: HList, Y](initState: State)(randomVarFmly: RandomVarFamily[RDom, Y], epsilon: Double): Map[RDom, FiniteDistribution[Y]]
- Definition Classes
- GenTruncatedFiniteDistribution
- def varListDist[Dom <: HList](initState: State)(vl: RandomVarList[Dom], epsilon: Double): FiniteDistribution[Dom]
finite distribution for a list of random variables
finite distribution for a list of random variables
- Dom
the
HListgiving the type of the variable list- initState
initial state
- vl
list of random variables
- epsilon
cutoff
- returns
finite distribution of
Dom
- Definition Classes
- GenTruncatedFiniteDistribution
- val varWeight: Double
- final def wait(arg0: Long, arg1: Int): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.InterruptedException])
- final def wait(arg0: Long): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.InterruptedException]) @native()
- final def wait(): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.InterruptedException])
Deprecated Value Members
- def finalize(): Unit
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.Throwable]) @Deprecated
- Deprecated
- def →[B](y: B): (TangentFiniteDistribution[State], B)
- Implicit
- This member is added by an implicit conversion from TangentFiniteDistribution[State] toArrowAssoc[TangentFiniteDistribution[State]] performed by method ArrowAssoc in scala.Predef.
- Definition Classes
- ArrowAssoc
- Annotations
- @deprecated
- Deprecated
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