Uses of Class
smile.math.SparseArray

Packages that use SparseArray

Package	Description
smile.math	Basic mathematical functions, complex, differentiable function interfaces, random number generators, unconstrained optimization, and raw data type (int and double) array lists, etc.
smile.math.distance	Distance and metric measures.
smile.math.kernel	Mercer kernels.

Uses of SparseArray in smile.math

Methods in smile.math with parameters of type SparseArray

Modifier and Type	Method and Description
static double	Math.distance(SparseArray x, SparseArray y) The Euclidean distance.
static double	Math.dot(SparseArray x, SparseArray y) Returns the dot product between two sparse arrays.
static double	Math.JensenShannonDivergence(double[] x, SparseArray y) Jensen-Shannon divergence JS(P||Q) = (KL(P||M) + KL(Q||M)) / 2, where M = (P+Q)/2.
static double	Math.JensenShannonDivergence(SparseArray x, double[] y) Jensen-Shannon divergence JS(P||Q) = (KL(P||M) + KL(Q||M)) / 2, where M = (P+Q)/2.
static double	Math.JensenShannonDivergence(SparseArray x, SparseArray y) Jensen-Shannon divergence JS(P||Q) = (KL(P||M) + KL(Q||M)) / 2, where M = (P+Q)/2.
static double	Math.KullbackLeiblerDivergence(double[] x, SparseArray y) Kullback-Leibler divergence.
static double	Math.KullbackLeiblerDivergence(SparseArray x, double[] y) Kullback-Leibler divergence.
static double	Math.KullbackLeiblerDivergence(SparseArray x, SparseArray y) Kullback-Leibler divergence.
static double	Math.squaredDistance(SparseArray x, SparseArray y) The Euclidean distance.

Uses of SparseArray in smile.math.distance

Methods in smile.math.distance with parameters of type SparseArray

Modifier and Type	Method and Description
double	SparseMinkowskiDistance.d(SparseArray x, SparseArray y)
double	SparseManhattanDistance.d(SparseArray x, SparseArray y)
double	SparseEuclideanDistance.d(SparseArray x, SparseArray y)
double	SparseChebyshevDistance.d(SparseArray x, SparseArray y)

Uses of SparseArray in smile.math.kernel

Methods in smile.math.kernel with parameters of type SparseArray

Modifier and Type	Method and Description
double	SparseThinPlateSplineKernel.k(SparseArray x, SparseArray y)
double	SparsePolynomialKernel.k(SparseArray x, SparseArray y)
double	SparseLinearKernel.k(SparseArray x, SparseArray y)
double	SparseLaplacianKernel.k(SparseArray x, SparseArray y)
double	SparseHyperbolicTangentKernel.k(SparseArray x, SparseArray y)
double	SparseGaussianKernel.k(SparseArray x, SparseArray y)