Package | Description |
---|---|
org.openimaj.math.statistics.distribution | |
org.openimaj.math.statistics.distribution.metrics | |
org.openimaj.ml.gmm |
Modifier and Type | Interface and Description |
---|---|
interface |
MultivariateGaussian
Interface describing a multivariate gaussian distribution
|
Modifier and Type | Class and Description |
---|---|
class |
AbstractMultivariateDistribution
A continuous multivariate distribution.
|
class |
AbstractMultivariateGaussian
Abstract base class for
MultivariateGaussian implementations |
class |
CachingMultivariateGaussian
A single multidimensional Gaussian.
|
class |
DiagonalMultivariateGaussian
Implementation of a
MultivariateGaussian with a diagonal covariance
matrix. |
class |
FullMultivariateGaussian
Implementation of a basic
MultivariateGaussian with a full covariance
matrix. |
class |
MixtureOfGaussians
Implementation of a mixture of gaussians (gaussian mixture model).
|
class |
MultivariateKernelDensityEstimate
A Parzen window kernel density estimate using a univariate kernel and
Euclidean distance.
|
class |
SphericalMultivariateGaussian
Implementation of a spherical
MultivariateGaussian (diagonal
covariance matrix with equal values). |
Modifier and Type | Method and Description |
---|---|
double |
SampledMultivariateDistanceComparator.compare(MultivariateDistribution o1,
MultivariateDistribution o2) |
Modifier and Type | Class and Description |
---|---|
protected static class |
GaussianMixtureModelEM.EMGMM |