Component.h File Reference

What a container of several Gaussians needs of each one (decisions.md [component-first]): the Component concept, ComponentTraits with the log-density read without a check, the weighted collapse of several components into one, and the type of one component's marginal, and their specializations for Gaussian and for the square-root form, SqrtGaussian. More...

#include <concepts>
#include <type_traits>
#include <EmrysFilter/Core/Macros.h>
#include <EmrysFilter/Core/Math.h>
#include <EmrysFilter/Core/Triangularization.h>
#include <EmrysFilter/Core/Weights.h>
#include <EmrysFilter/Distributions/Gaussian.h>
#include <EmrysFilter/Distributions/GaussianForm.h>
#include <EmrysFilter/Distributions/Params.h>
#include <EmrysFilter/Distributions/SqrtGaussian.h>
#include <EmrysFilter/Distributions/Statistics.h>
#include <EmrysFilter/Spaces/Space.h>

Go to the source code of this file.

Classes
struct	Emrys::ComponentTraits< GaussianParams< Space_, Scalar_ > >
	ComponentTraits of a Gaussian in covariance form. More...
struct	Emrys::ComponentTraits< SqrtGaussianParams< Space_, Scalar_ > >
	ComponentTraits of a Gaussian in square-root form (decisions.md [component-first], [gaussian-forms]). More...

Concepts
concept	Emrys::Component
	The distribution that a container of several holds one of per element (decisions.md [component-first], [params-and-density]): a Mixture's component, a Hybrid's conditional given a mode.

Variables
template<typename C>
constexpr bool	Emrys::isGaussian = false
	Whether C is a Gaussian in covariance form: the component for which a container offers the conveniences that take or give moments [component-first].

Detailed Description

What a container of several Gaussians needs of each one (decisions.md [component-first]): the Component concept, ComponentTraits with the log-density read without a check, the weighted collapse of several components into one, and the type of one component's marginal, and their specializations for Gaussian and for the square-root form, SqrtGaussian.

Mixture.h and Hybrid.h hold their components through this, and Hybrid.h specializes it for Hybrid, so that a hybrid state is a component too. Read Mixture.h next.