Skip to content

Gaussian

class Gaussian(μ:Expression<Real>, σ2:Expression<Real>) < Distribution<Real>

Gaussian distribution.

Factory Functions

Name Description
Gaussian Create Gaussian distribution.
Gaussian Create Gaussian distribution.
Gaussian Create Gaussian distribution.
Gaussian Create Gaussian distribution.
Gaussian Create multivariate Gaussian distribution.
Gaussian Create multivariate Gaussian distribution.
Gaussian Create multivariate Gaussian distribution.
Gaussian Create multivariate Gaussian distribution.
Gaussian Create multivariate Gaussian distribution.
Gaussian Create multivariate Gaussian distribution.
Gaussian Create multivariate Gaussian distribution.
Gaussian Create multivariate Gaussian distribution.

Member Variables

Name Description
μ:Expression<Real> Mean.
σ2:Expression<Real> Variance.

Factory Function Details

function Gaussian(μ:Expression<Real>, σ2:Expression<Real>) -> Gaussian

Create Gaussian distribution.

function Gaussian(μ:Expression<Real>, σ2:Real) -> Gaussian

Create Gaussian distribution.

function Gaussian(μ:Real, σ2:Expression<Real>) -> Gaussian

Create Gaussian distribution.

function Gaussian(μ:Real, σ2:Real) -> Gaussian

Create Gaussian distribution.

function Gaussian(μ:Expression<Real[_]>, Σ:Expression<Real[_,_]>) -> MultivariateGaussian

Create multivariate Gaussian distribution.

function Gaussian(μ:Expression<Real[_]>, Σ:Real[_,_]) -> MultivariateGaussian

Create multivariate Gaussian distribution.

function Gaussian(μ:Real[_], Σ:Expression<Real[_,_]>) -> MultivariateGaussian

Create multivariate Gaussian distribution.

function Gaussian(μ:Real[_], Σ:Real[_,_]) -> MultivariateGaussian

Create multivariate Gaussian distribution.

function Gaussian(μ:Expression<Real[_]>, σ2:Expression<Real>) -> MultivariateIndependentGaussian

Create multivariate Gaussian distribution.

function Gaussian(μ:Expression<Real[_]>, σ2:Real) -> MultivariateIndependentGaussian

Create multivariate Gaussian distribution.

function Gaussian(μ:Real[_], σ2:Expression<Real>) -> MultivariateIndependentGaussian

Create multivariate Gaussian distribution.

function Gaussian(μ:Real[_], σ2:Real) -> MultivariateIndependentGaussian

Create multivariate Gaussian distribution.