models

Defines various distribution models.

Classes

BaseMixtureModel	Generic base class for mixture distribution models.
BaseMixtureModelIterator	Iterator for serums.models.BaseMixutreModel.
BaseSingleModel	Generic base class for distribution models.
Bernoulli	Represents a Bernoulli distribution object
Cauchy	Represents a Cauchy distribution.
ChiSquared	Represents a Chi Squared distribution.
Gaussian	Represents a Gaussian distribution object.
GaussianMixture	Gaussian Mixture object.
GaussianScaleMixture	Helper class for defining Gaussian Scale Mixture objects.
GeneralizedPareto	Represents a Generalized Pareto distribution (GPD).
MultiBernoulliMixture
PairedGaussian	Represents a Paired Gaussian Overbound Distribution Object.
PairedGaussianPareto	Represents a Paired Gaussian-Pareto Mixture Distribution object.
StudentsT	Represents a Student's t-distribution.
StudentsTMixture	Students T mixture object.
SymmetricGaussianPareto	Represents a Symmetric Gaussian-Pareto Mixture Distribution object.