mir.random.ndvariable

$(TR $(TDNW $(LREF SphereVariable)) $(TD Uniform distribution on a unit-sphere)) $(TR $(TDNW $(LREF SimplexVariable)) $(TD Uniform distribution on a standard-simplex)) $(TR $(TDNW $(LREF DirichletVariable)) $(TD $(HTTP en.wikipedia.org/wiki/Dirichlet_distribution, Dirichlet random variable))) $(TR $(TDNW $(LREF MultinomialVariable)) $(TD $(HTTP en.wikipedia.org/wiki/Multinomial_distribution, Multinomial random variable))) $(TR $(TDNW $(LREF MultivariateNormalVariable)) $(TD $(HTTP en.wikipedia.org/wiki/Multivariate_normal_distribution, Multivariate_normal random variable)))

Multidimensional Random Variables
Generator name	Description

Members

Aliases

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.

Functions

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): Multivariate normal distribution. Beta version (has not properly tested).
multivariateNormalVar auto multivariateNormalVar(S sigma, bool chol): Undocumented in source. Be warned that the author may not have intended to support it.
multivariateNormalVar MultivariateNormalVariable!T multivariateNormalVar(Slice!(T*, 2) sigma, bool chol): Multivariate normal distribution. Beta version (has not properly tested).
multivariateNormalVar auto multivariateNormalVar(M mu, S sigma, bool chol): Undocumented in source. Be warned that the author may not have intended to support it.
simplexVar SimplexVariable!T simplexVar(): Uniform distribution on a simplex.
sphereVar SphereVariable!T sphereVar(): Uniform distribution on a sphere.

Structs

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.

Templates

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

mir.random.ndvariable

Multidimensional Random Variables

Members

Aliases

Functions

Structs

Templates

Meta

Source

Authors

Copyright

License