GibbsBNdistance_tpl.h File Reference

KL divergence between BNs – implementation using Gibbs sampling. More...

#include <agrum/base/core/approximations/approximationScheme.h>
#include <agrum/base/core/hashTable.h>
#include <agrum/BN/algorithms/divergence/GibbsBNdistance.h>
#include <agrum/BN/IBayesNet.h>
#include <agrum/BN/inference/tools/gibbsOperator.h>
#include <agrum/base/core/math/math_utils.h>

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

Macros
#define	GIBBSKL_DEFAULT_MAXITER   10000000
#define	GIBBSKL_DEFAULT_EPSILON   1e-10
#define	GIBBSKL_DEFAULT_MIN_EPSILON_RATE   1e-10
#define	GIBBSKL_DEFAULT_PERIOD_SIZE   200
#define	GIBBSKL_DEFAULT_VERBOSITY   false
#define	GIBBSKL_DEFAULT_BURNIN   2000
#define	GIBBSKL_DEFAULT_TIMEOUT   6000
#define	GIBBSKL_POURCENT_DRAWN_SAMPLE   10
#define	GIBBSKL_DRAWN_AT_RANDOM   false

Detailed Description

KL divergence between BNs – implementation using Gibbs sampling.

Author

Paul ALAM & Pierre-Henri WUILLEMIN(_at_LIP6)

Definition in file GibbsBNdistance_tpl.h.

Macro Definition Documentation

GIBBSKL_DEFAULT_BURNIN

#define GIBBSKL_DEFAULT_BURNIN   2000

Definition at line 64 of file GibbsBNdistance_tpl.h.

Referenced by gum::GibbsBNdistance< GUM_SCALAR >::GibbsBNdistance(), and gum::GibbsBNdistance< GUM_SCALAR >::GibbsBNdistance().

GIBBSKL_DEFAULT_EPSILON

#define GIBBSKL_DEFAULT_EPSILON   1e-10

Definition at line 60 of file GibbsBNdistance_tpl.h.

Referenced by gum::GibbsBNdistance< GUM_SCALAR >::GibbsBNdistance(), and gum::GibbsBNdistance< GUM_SCALAR >::GibbsBNdistance().

GIBBSKL_DEFAULT_MAXITER

#define GIBBSKL_DEFAULT_MAXITER   10000000

Definition at line 59 of file GibbsBNdistance_tpl.h.

Referenced by gum::GibbsBNdistance< GUM_SCALAR >::GibbsBNdistance(), and gum::GibbsBNdistance< GUM_SCALAR >::GibbsBNdistance().

GIBBSKL_DEFAULT_MIN_EPSILON_RATE

#define GIBBSKL_DEFAULT_MIN_EPSILON_RATE   1e-10

Definition at line 61 of file GibbsBNdistance_tpl.h.

Referenced by gum::GibbsBNdistance< GUM_SCALAR >::GibbsBNdistance(), and gum::GibbsBNdistance< GUM_SCALAR >::GibbsBNdistance().

GIBBSKL_DEFAULT_PERIOD_SIZE

#define GIBBSKL_DEFAULT_PERIOD_SIZE   200

Definition at line 62 of file GibbsBNdistance_tpl.h.

Referenced by gum::GibbsBNdistance< GUM_SCALAR >::GibbsBNdistance(), and gum::GibbsBNdistance< GUM_SCALAR >::GibbsBNdistance().

GIBBSKL_DEFAULT_TIMEOUT

#define GIBBSKL_DEFAULT_TIMEOUT   6000

Definition at line 65 of file GibbsBNdistance_tpl.h.

Referenced by gum::GibbsBNdistance< GUM_SCALAR >::GibbsBNdistance(), and gum::GibbsBNdistance< GUM_SCALAR >::GibbsBNdistance().

GIBBSKL_DEFAULT_VERBOSITY

#define GIBBSKL_DEFAULT_VERBOSITY   false

Definition at line 63 of file GibbsBNdistance_tpl.h.

Referenced by gum::GibbsBNdistance< GUM_SCALAR >::GibbsBNdistance(), and gum::GibbsBNdistance< GUM_SCALAR >::GibbsBNdistance().

GIBBSKL_DRAWN_AT_RANDOM

#define GIBBSKL_DRAWN_AT_RANDOM   false

Definition at line 68 of file GibbsBNdistance_tpl.h.

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

GIBBSKL_POURCENT_DRAWN_SAMPLE

#define GIBBSKL_POURCENT_DRAWN_SAMPLE   10

Definition at line 67 of file GibbsBNdistance_tpl.h.

Referenced by gum::GibbsBNdistance< GUM_SCALAR >::GibbsBNdistance(), and gum::GibbsBNdistance< GUM_SCALAR >::GibbsBNdistance().