Trait

io.github.mandar2812.dynaml.kernels

Kernel

Related Doc: package kernels

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trait Kernel[T, V] extends Serializable

Defines a base class for kernels defined on arbitrary objects.

T

The domain over which kernel function k(x, y) is defined. i.e. x,y belong to T

V

The type of value returned by the kernel function k(x,y)

Linear Supertypes
Serializable, Serializable, AnyRef, Any
Known Subclasses
AdditiveCovariance, AnovaCovFunc, AnovaKernel, CauchyCovFunc, CauchyKernel, CoRegCauchyKernel, CoRegDiracKernel, CoRegGraphKernel, CoRegLaplaceKernel, CoRegRBFKernel, CoRegTStudentKernel, CompositeCovariance, CovarianceFunction, CubicSplineARDKernel, CubicSplineKernel, DecomposableCovariance, DensityKernel, DiracKernel, DistributedKernel, ExponentialKernel, FBMCovFunction, FBMKernel, FeatureMapCovariance, GaussianDensityKernel, GaussianSpectralKernel, GenExpSpaceTimeKernel, GenExponentialKernel, GenericMaternARDKernel, GenericMaternKernel, GenericRBFKernel, IdentityCovFunc, KroneckerProductKernel, LaplaceCovFunc, LaplacianKernel, LinearKernel, LinearPDEKernel, LocalSVMKernel, LocalScalarKernel, LocallyStationaryKernel, MAKernel, MLP1dKernel, MLPKernel, MahalanobisKernel, MixedEffectRegularizer, MultiplicativeCovariance, NeuralNetworkKernel, PeriodicCovFunc, PeriodicKernel, PolynomialKernel, RBFCovFunc, RBFKernel, RationalQuadraticCovFunc, RationalQuadraticKernel, SECovFunc, SEKernel, SVMKernel, ScaledKernel, SeparableStationaryKernel, StationaryKernel, TStudentCovFunc, TStudentKernel, TensorCombinationKernel, WaveCovFunc, WaveKernel, WaveletCovFunc, WaveletKernel
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  1. Kernel
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Abstract Value Members

  1. abstract def evaluate(x: T, y: T): V

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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. 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

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

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  13. final def notify(): Unit

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  14. final def notifyAll(): Unit

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

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  16. def toString(): String

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  17. final def wait(): Unit

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

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

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Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

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