GibbsKL_tpl.h File Reference

Copyright (c) 2005-2021 by Pierre-Henri WUILLEMIN() & Christophe GONZALES() info_at_agrum_dot_org. More...

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

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	Copyright (c) 2005-2021 by Pierre-Henri WUILLEMIN() & Christophe GONZALES() info_at_agrum_dot_org.

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

Copyright (c) 2005-2021 by Pierre-Henri WUILLEMIN() & Christophe GONZALES() info_at_agrum_dot_org.

This library is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

This library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details.

You should have received a copy of the GNU Lesser General Public License along with this library. If not, see http://www.gnu.org/licenses/.

KL divergence between BNs – implementation using Gibbs sampling

Author

Paul ALAM & Pierre-Henri WUILLEMIN()

Definition in file GibbsKL_tpl.h.

Macro Definition Documentation

GIBBSKL_DEFAULT_BURNIN

#define GIBBSKL_DEFAULT_BURNIN   2000

Definition at line 41 of file GibbsKL_tpl.h.

GIBBSKL_DEFAULT_EPSILON

#define GIBBSKL_DEFAULT_EPSILON   1e-10

Definition at line 37 of file GibbsKL_tpl.h.

GIBBSKL_DEFAULT_MAXITER

#define GIBBSKL_DEFAULT_MAXITER   10000000

Definition at line 36 of file GibbsKL_tpl.h.

GIBBSKL_DEFAULT_MIN_EPSILON_RATE

#define GIBBSKL_DEFAULT_MIN_EPSILON_RATE   1e-10

Definition at line 38 of file GibbsKL_tpl.h.

GIBBSKL_DEFAULT_PERIOD_SIZE

#define GIBBSKL_DEFAULT_PERIOD_SIZE   200

Definition at line 39 of file GibbsKL_tpl.h.

GIBBSKL_DEFAULT_TIMEOUT

#define GIBBSKL_DEFAULT_TIMEOUT   6000

Definition at line 42 of file GibbsKL_tpl.h.

GIBBSKL_DEFAULT_VERBOSITY

#define GIBBSKL_DEFAULT_VERBOSITY   false

Definition at line 40 of file GibbsKL_tpl.h.

GIBBSKL_DRAWN_AT_RANDOM

#define GIBBSKL_DRAWN_AT_RANDOM   false

Definition at line 45 of file GibbsKL_tpl.h.

GIBBSKL_POURCENT_DRAWN_SAMPLE

#define GIBBSKL_POURCENT_DRAWN_SAMPLE   10

Definition at line 44 of file GibbsKL_tpl.h.