GibbsSampling_tpl.h File Reference

Copyright 2005-2019 Pierre-Henri WUILLEMIN et Christophe GONZALES (LIP6) {prenom.nom}_at_lip6.fr. More...

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

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Namespaces
	gum
	Copyright 2005-2019 Pierre-Henri WUILLEMIN et Christophe GONZALES (LIP6) {prenom.nom}_at_lip6.fr.

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

Copyright 2005-2019 Pierre-Henri WUILLEMIN et Christophe GONZALES (LIP6) {prenom.nom}_at_lip6.fr.

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/.

Implementation of Gibbs Sampling for inference in Bayesian Networks.

Author

Paul ALAM & Pierre-Henri WUILLEMIN

Definition in file GibbsSampling_tpl.h.

Macro Definition Documentation

GIBBS_SAMPLING_DEFAULT_BURNIN

#define GIBBS_SAMPLING_DEFAULT_BURNIN   300

Definition at line 34 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 32 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 33 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 37 of file GibbsSampling_tpl.h.

GIBBS_SAMPLING_POURCENT_DRAWN_SAMPLE

#define GIBBS_SAMPLING_POURCENT_DRAWN_SAMPLE   50

Definition at line 36 of file GibbsSampling_tpl.h.