Probability Density Functions (PDF) and Hypotesis Densities (PHD)
[Baselib]

This module provides the basic tools for a probabilistic framework. An abstract class for the representation of PDFs is provided. The following PDFs are also are also privided:
- Gaussian
- Gaussian Mixture
In this module we use the Armadillo library for linear algebra. Some typedefs are defined as Matrices and Vectors of Decimals. More...

Classes
class	MipBaselib::ProbabilityMass
	Represents an integer value associated with its probability. More...
class	MipBaselib::Discrete
	Provides a class to represent the generic Discrete pdf. More...
class	MipBaselib::Gaussian
	Provides a class to represent the generic 2D Gaussian pdf. More...
class	MipBaselib::GaussianComponent
	Provides a class to represent a component of a Gaussian Mixture pdf. More...
class	MipBaselib::GaussianMixture
	Provides a class to represent the generic 2D GaussianMixture pdf. More...
class	MipBaselib::GaussianComponentID
	Provides a class to represent a component of a Gaussian Mixture pdf with an associated integer Identity. More...
class	MipBaselib::GaussianMixtureID
	Provides a class to represent the generic 2D GaussianMixture pdf, with each compnent associated to an integer identity. More...
class	MipBaselib::GaussianComponentJointDiscrete
class	MipBaselib::GaussianMixtureJointId
	Provides a class to represent the generic 2D GaussianMixture pdf. More...
class	MipBaselib::PDF
	Provides a class to represent the generic pdf. More...
Typedefs
typedef Mat< Decimal >	MipBaselib::DMat
typedef Col< Decimal >	MipBaselib::DCol
typedef Row< Decimal >	MipBaselib::DRow

---

Detailed Description

This module provides the basic tools for a probabilistic framework. An abstract class for the representation of PDFs is provided. The following PDFs are also are also privided:
- Gaussian
- Gaussian Mixture
In this module we use the Armadillo library for linear algebra. Some typedefs are defined as Matrices and Vectors of Decimals.

---

Typedef Documentation

typedef Col<Decimal> MipBaselib::DCol

typedef Mat<Decimal> MipBaselib::DMat

typedef Row<Decimal> MipBaselib::DRow