mir.random.ndvariable

Multidimensional Random Variables
Generator name	Description

`SphereVariable`	Uniform distribution on a unit-sphere
`SimplexVariable`	Uniform distribution on a standard-simplex
`DirichletVariable`	en.wikipedia.org/wiki/Dirichlet_distribution, Dirichlet random variable
`MultinomialVariable`	en.wikipedia.org/wiki/Multinomial_distribution, Multinomial random variable
`MultivariateNormalVariable`	en.wikipedia.org/wiki/Multivariate_normal_distribution, Multivariate_normal random variable

Members

dirichletVariable alias dirichletVariable = dirichletVar: Dirichlet distribution.
multinomialVariable alias multinomialVariable = multinomialVar: Multinomial distribution.
multivariateNormalVariable alias multivariateNormalVariable = multivariateNormalVar: Multivariate normal distribution. Beta version (has not properly tested).
simplexVariable alias simplexVariable = simplexVar: Uniform distribution on a simplex.
sphereVariable alias sphereVariable = sphereVar: Uniform distribution on a sphere.

dirichletVar DirichletVariable!T dirichletVar(T[] alpha): Dirichlet distribution.
multinomialVar MultinomialVariable!(T) multinomialVar(size_t N, T[] probs): Multinomial distribution.
multivariateNormalVar MultivariateNormalVariable!T multivariateNormalVar(Slice!(const(T)*) mu, Slice!(T*, 2) sigma, bool chol)
MultivariateNormalVariable!T multivariateNormalVar(Slice!(T*, 2) sigma, bool chol): Multivariate normal distribution. Beta version (has not properly tested).
simplexVar SimplexVariable!T simplexVar(): Uniform distribution on a simplex.
sphereVar SphereVariable!T sphereVar(): Uniform distribution on a sphere.

DirichletVariable struct DirichletVariable(T): Dirichlet distribution.
MultinomialVariable struct MultinomialVariable(T): Multinomial distribution.
MultivariateNormalVariable struct MultivariateNormalVariable(T): Multivariate normal distribution. Beta version (has not properly tested).
SimplexVariable struct SimplexVariable(T): Uniform distribution on a simplex.
SphereVariable struct SphereVariable(T): Uniform distribution on a sphere.

isNdRandomVariable template isNdRandomVariable(T): Test if T is an n-dimensional random variable.