Make (owl.Owl_distribution.Make)

Parameters

module A : Owl_types.Stats_Dist

Signature

Uniform distribution

module Uniform : sig ... end

Gaussian distribution

module Gaussian : sig ... end

Exponential distribution

module Exponential : sig ... end

Poisson distribution

module Poisson : sig ... end

Gamma distribution

module Gamma : sig ... end

Beta distribution

module Beta : sig ... end

Chi2 distribution

module Chi2 : sig ... end

F distribution

module F : sig ... end

Cauchy distribution

module Cauchy : sig ... end

Lomax distribution

module Lomax : sig ... end

Weibull distribution

module Weibull : sig ... end

Laplace distribution

module Laplace : sig ... end

Gumbel1 distribution

module Gumbel1 : sig ... end

Gumbel2 distribution

module Gumbel2 : sig ... end

Logistic distribution

module Logistic : sig ... end

Lognormal distribution

module Lognormal : sig ... end

Rayleigh distribution

module Rayleigh : sig ... end

Type definition

type dist =

| Uniform of Uniform.t
| Gaussian of Gaussian.t
| Exponential of Exponential.t
| Gamma of Gamma.t
| Beta of Beta.t
| Chi2 of Chi2.t
| F of F.t
| Cauchy of Cauchy.t
| Lomax of Lomax.t
| Weibull of Weibull.t
| Laplace of Laplace.t
| Gumbel1 of Gumbel1.t
| Gumbel2 of Gumbel2.t
| Logistic of Logistic.t
| Lognormal of Lognormal.t
| Rayleigh of Rayleigh.t
(*
Type definition of various distributions
*)

Core functions

val sample : dist -> int -> A.arr

Sample a given distribution of the given parameters.

val prob : dist -> A.arr -> A.arr

Probability density/mass function of a given distribution.

val log_prob : dist -> A.arr -> A.arr

logarithmic probability density/mass function of a given distribution.

val cdf : dist -> A.arr -> A.arr

Cumulative density/mass function of the distribution.

val logcdf : dist -> A.arr -> A.arr

Logarithm of the cumulative density/mass function of the distribution.