MCBNDistance_tpl.h File Reference

KL divergence between BNs – implementation using independent Monte Carlo sampling. More...

#include <agrum/base/core/approximations/approximationScheme.h>
#include <agrum/base/core/hashTable.h>
#include <agrum/BN/algorithms/divergence/MCBNDistance.h>
#include <agrum/BN/IBayesNet.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	MCBNDISTANCE_DEFAULT_MAXITER   10000000
#define	MCBNDISTANCE_DEFAULT_EPSILON   1e-10
#define	MCBNDISTANCE_DEFAULT_MIN_EPSILON_RATE   1e-10
#define	MCBNDISTANCE_DEFAULT_PERIOD_SIZE   200
#define	MCBNDISTANCE_DEFAULT_VERBOSITY   false
#define	MCBNDISTANCE_DEFAULT_TIMEOUT   6000

Detailed Description

KL divergence between BNs – implementation using independent Monte Carlo sampling.

Author

Pierre-Henri WUILLEMIN(_at_LIP6)

Definition in file MCBNDistance_tpl.h.

Macro Definition Documentation

MCBNDISTANCE_DEFAULT_EPSILON

#define MCBNDISTANCE_DEFAULT_EPSILON   1e-10

Definition at line 60 of file MCBNDistance_tpl.h.

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

MCBNDISTANCE_DEFAULT_MAXITER

#define MCBNDISTANCE_DEFAULT_MAXITER   10000000

Definition at line 59 of file MCBNDistance_tpl.h.

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

MCBNDISTANCE_DEFAULT_MIN_EPSILON_RATE

#define MCBNDISTANCE_DEFAULT_MIN_EPSILON_RATE   1e-10

Definition at line 61 of file MCBNDistance_tpl.h.

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

MCBNDISTANCE_DEFAULT_PERIOD_SIZE

#define MCBNDISTANCE_DEFAULT_PERIOD_SIZE   200

Definition at line 62 of file MCBNDistance_tpl.h.

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

MCBNDISTANCE_DEFAULT_TIMEOUT

#define MCBNDISTANCE_DEFAULT_TIMEOUT   6000

Definition at line 64 of file MCBNDistance_tpl.h.

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

MCBNDISTANCE_DEFAULT_VERBOSITY

#define MCBNDISTANCE_DEFAULT_VERBOSITY   false

Definition at line 63 of file MCBNDistance_tpl.h.

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