Package jsat.distributions.multivariate

Interface Summary

Interface	Description
MultivariateDistribution	This interface represents the contract that any continuous multivariate distribution must implement

Class Summary

Class	Description
Dirichlet	An implementation of the Dirichlet distribution.
MetricKDE	MetricKDE is a generalization of the KernelDensityEstimator to the multivariate case.
MultivariateDistributionSkeleton	Common class for implementing a multivariate distribution.
MultivariateKDE	There are several methods of generalizing the KernelDensityEstimator to the multivariate case.
NormalM	Class for the multivariate Normal distribution.
NormalMR	This class implements the Multivariate Normal Distribution, but augments it so that fitting the distribution uses a robust estimate of the distribution parameters.
ProductKDE	The Product Kernel Density Estimator is a generalization of the KernelDensityEstimator to the multivariate case.
SymmetricDirichlet	The Symmetric Dirichlet Distribution is a special case of the Dirichlet distribution, and occurs when all alphas have the same value.