case class GaussianProcessTransformation[D](gp: LowRankGaussianProcess[D, EuclideanVector[D]], alpha: ParameterVector)(implicit vectorizer: Vectorizer[EuclideanVector[D]]) extends ParametricTransformation[D] with Product with Serializable
Linear Supertypes
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Instance Constructors
- new GaussianProcessTransformation(gp: LowRankGaussianProcess[D, EuclideanVector[D]], alpha: ParameterVector)(implicit vectorizer: Vectorizer[EuclideanVector[D]])
Value Members
- final def !=(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
- final def ##(): Int
- Definition Classes
- AnyRef → Any
- def *(d: Double)(implicit scalar: Scalar[Point[D]]): Field[D, Double]
- Definition Classes
- Field
- def +(that: Field[D, Point[D]])(implicit scalar: Scalar[Point[D]]): Field[D, Point[D]]
- Definition Classes
- Field
- def -(that: Field[D, Point[D]])(implicit scalar: Scalar[Point[D]]): Field[D, Point[D]]
- Definition Classes
- Field
- def :*(that: Field[D, Point[D]])(implicit scalar: Scalar[Point[D]]): Field[D, Point[D]]
- Definition Classes
- Field
- final def ==(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
- val alpha: ParameterVector
- def andThen[B](g: (Point[D]) => B): Field[D, B]
- Definition Classes
- Field → Function1
- def apply(x: Point[D]): Point[D]
The value of the image at a given point.
The value of the image at a given point. if an image is accessed outside of its definition, an exception is thrown
- Definition Classes
- Field → Function1
- final def asInstanceOf[T0]: T0
- Definition Classes
- Any
- def clone(): AnyRef
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- protected[lang]
- Definition Classes
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- Annotations
- @throws(classOf[java.lang.CloneNotSupportedException]) @native()
- def compose(t: (Point[D]) => Point[D]): Field[D, Point[D]]
- Definition Classes
- Field
- def compose[A](g: (A) => Point[D]): (A) => Point[D]
- Definition Classes
- Function1
- Annotations
- @unspecialized()
- def derivativeWRTParameters: JacobianField[D]
- Definition Classes
- GaussianProcessTransformation → ParametricTransformation
- def discretize[DDomain[DD] <: DiscreteDomain[DD]](domain: DDomain[D], outsideValue: Point[D]): DiscreteField[D, DDomain, Point[D]]
- Definition Classes
- Field
- val domain: Domain[D]
- Definition Classes
- GaussianProcessTransformation → Field
- final def eq(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
- val f: (Point[D]) => Point[D]
- Definition Classes
- GaussianProcessTransformation → Field
- def finalize(): Unit
- Attributes
- protected[lang]
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.Throwable])
- final def getClass(): Class[_ <: AnyRef]
- Definition Classes
- AnyRef → Any
- Annotations
- @native()
- val gp: LowRankGaussianProcess[D, EuclideanVector[D]]
- val instance: Field[D, EuclideanVector[D]]
- def isDefinedAt(pt: Point[D]): Boolean
True if the image is defined at the given point
True if the image is defined at the given point
- Definition Classes
- Field
- final def isInstanceOf[T0]: Boolean
- Definition Classes
- Any
- def liftValues: Field[D, Option[Point[D]]]
Lifts the definition of the value function such that it is defined everywhere, but yields none if the value is outside of the domain
Lifts the definition of the value function such that it is defined everywhere, but yields none if the value is outside of the domain
- Definition Classes
- Field
- final def ne(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
- final def notify(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native()
- final def notifyAll(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native()
- def numberOfParameters: Int
- Definition Classes
- GaussianProcessTransformation → ParametricTransformation
- val parameters: ParameterVector
- Definition Classes
- GaussianProcessTransformation → ParametricTransformation
- def productElementNames: Iterator[String]
- Definition Classes
- Product
- final def synchronized[T0](arg0: => T0): T0
- Definition Classes
- AnyRef
- def toString(): String
- Definition Classes
- Function1 → AnyRef → Any
- implicit val vectorizer: Vectorizer[EuclideanVector[D]]
- final def wait(): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws(classOf[java.lang.InterruptedException])
- 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()