GibbsSampling_tpl.h File Reference

Implementation of Gibbs Sampling for inference in Bayesian networks. More...

#include <agrum/BN/inference/GibbsSampling.h>

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Namespaces
namespace	gum
	gum is the global namespace for all aGrUM entities

Macros
#define	GIBBS_SAMPLING_DEFAULT_EPSILON   std::exp(-1.6)
#define	GIBBS_SAMPLING_DEFAULT_MIN_EPSILON_RATE   std::exp(-5)
#define	GIBBS_SAMPLING_DEFAULT_BURNIN   300
#define	GIBBS_SAMPLING_POURCENT_DRAWN_SAMPLE   50
#define	GIBBS_SAMPLING_DRAWN_AT_RANDOM   true

Detailed Description

Implementation of Gibbs Sampling for inference in Bayesian networks.

Author

Paul ALAM & Pierre-Henri WUILLEMIN(_at_LIP6)

Definition in file GibbsSampling_tpl.h.

Macro Definition Documentation

GIBBS_SAMPLING_DEFAULT_BURNIN

#define GIBBS_SAMPLING_DEFAULT_BURNIN   300

Definition at line 54 of file GibbsSampling_tpl.h.

Referenced by gum::GibbsSampling< GUM_SCALAR >::GibbsSampling().

GIBBS_SAMPLING_DEFAULT_EPSILON

#define GIBBS_SAMPLING_DEFAULT_EPSILON   std::exp(-1.6)

Definition at line 52 of file GibbsSampling_tpl.h.

Referenced by gum::GibbsSampling< GUM_SCALAR >::GibbsSampling().

GIBBS_SAMPLING_DEFAULT_MIN_EPSILON_RATE

#define GIBBS_SAMPLING_DEFAULT_MIN_EPSILON_RATE   std::exp(-5)

Definition at line 53 of file GibbsSampling_tpl.h.

Referenced by gum::GibbsSampling< GUM_SCALAR >::GibbsSampling().

GIBBS_SAMPLING_DRAWN_AT_RANDOM

#define GIBBS_SAMPLING_DRAWN_AT_RANDOM   true

Definition at line 57 of file GibbsSampling_tpl.h.

Referenced by gum::GibbsSampling< GUM_SCALAR >::GibbsSampling().

GIBBS_SAMPLING_POURCENT_DRAWN_SAMPLE

#define GIBBS_SAMPLING_POURCENT_DRAWN_SAMPLE   50

Definition at line 56 of file GibbsSampling_tpl.h.

Referenced by gum::GibbsSampling< GUM_SCALAR >::GibbsSampling().