aGrUM
3.2.0
a C++ library for (probabilistic) graphical models
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simpleBayesNetGenerator.h
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/****************************************************************************
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* This file is part of the aGrUM/pyAgrum library. *
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* *
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* Copyright (c) 2005-2026 by *
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* - Pierre-Henri WUILLEMIN(_at_LIP6) *
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* - Christophe GONZALES(_at_AMU) *
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* *
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* The aGrUM/pyAgrum library is free software; you can redistribute it *
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* and/or modify it under the terms of either : *
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* *
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* - the GNU Lesser General Public License as published by *
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* the Free Software Foundation, either version 3 of the License, *
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* or (at your option) any later version, *
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* - the MIT license (MIT), *
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* - or both in dual license, as here. *
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* *
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* (see https://agrum.gitlab.io/articles/dual-licenses-lgplv3mit.html) *
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* *
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* This aGrUM/pyAgrum library is distributed in the hope that it will be *
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* useful, but WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, *
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* See LICENCES for more details. *
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* *
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* SPDX-FileCopyrightText: Copyright 2005-2026 *
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* - Pierre-Henri WUILLEMIN(_at_LIP6) *
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* - Christophe GONZALES(_at_AMU) *
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* SPDX-License-Identifier: LGPL-3.0-or-later OR MIT *
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* *
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* Contact : info_at_agrum_dot_org *
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* homepage : http://agrum.gitlab.io *
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* gitlab : https://gitlab.com/agrumery/agrum *
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* *
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****************************************************************************/
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#ifndef GUM_SIMPLE_BAYES_NET_GENERATOR_H
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#define GUM_SIMPLE_BAYES_NET_GENERATOR_H
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#include <climits>
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#include <cstdio>
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#include <cstdlib>
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#include <iostream>
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#include <vector>
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#include <
agrum/agrum.h
>
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#include <
agrum/BN/generator/IBayesNetGenerator.h
>
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namespace
gum
{
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template
<
GUM_Numeric
GUM_SCALAR,
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template
<
typename
>
class
ICPTGenerator =
SimpleCPTGenerator
>
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class
SimpleBayesNetGenerator
:
public
IBayesNetGenerator
< GUM_SCALAR, ICPTGenerator > {
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public
:
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// ############################################################################
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// ############################################################################
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SimpleBayesNetGenerator
(
Size
nbrNodes
,
Size
maxArcs
,
Size
maxModality
= 2);
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~SimpleBayesNetGenerator
()
override
;
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// ############################################################################
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// ############################################################################
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void
generateBN
(BayesNet< GUM_SCALAR >& bayesNet)
override
;
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};
/* class SimpleBayesNetGenerator */
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#ifndef GUM_NO_EXTERN_TEMPLATE_CLASS
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extern
template
class
SimpleBayesNetGenerator< double >
;
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#endif
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}
/* namespace gum */
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#include <
agrum/BN/generator/simpleBayesNetGenerator_tpl.h
>
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#endif
/* GUM_SIMPLE_BAYES_NET_GENERATOR_H */
IBayesNetGenerator.h
Interface-like class for generating Bayesian networks.
agrum.h
gum::IBayesNetGenerator< GUM_SCALAR, SimpleCPTGenerator >::nbrNodes
Size nbrNodes() const
Definition
IBayesNetGenerator_tpl.h:93
gum::IBayesNetGenerator< GUM_SCALAR, SimpleCPTGenerator >::maxArcs
Size maxArcs() const
Definition
IBayesNetGenerator_tpl.h:98
gum::IBayesNetGenerator< GUM_SCALAR, SimpleCPTGenerator >::maxModality
Size maxModality() const
Definition
IBayesNetGenerator_tpl.h:88
gum::IBayesNetGenerator< GUM_SCALAR, SimpleCPTGenerator >::IBayesNetGenerator
IBayesNetGenerator(Size nbrNodes, Size maxArcs, Size maxModality)
Definition
IBayesNetGenerator_tpl.h:59
gum::SimpleBayesNetGenerator
<agrum/BN/generator/simpleBayesNetGenerator.h>
Definition
simpleBayesNetGenerator.h:79
gum::SimpleBayesNetGenerator::SimpleBayesNetGenerator
SimpleBayesNetGenerator(Size nbrNodes, Size maxArcs, Size maxModality=2)
Constructor.
Definition
simpleBayesNetGenerator_tpl.h:58
gum::SimpleBayesNetGenerator::generateBN
void generateBN(BayesNet< GUM_SCALAR > &bayesNet) override
function that generates a Bayesian networks.
Definition
simpleBayesNetGenerator_tpl.h:89
gum::SimpleCPTGenerator
<agrum/BN/generator/simpleCPTGenerator.h>
Definition
simpleCPTGenerator.h:66
gum::GUM_Numeric
Complete concept for GUM_SCALAR template parameter.
Definition
concepts.h:148
gum::Size
std::size_t Size
In aGrUM, hashed values are unsigned long int.
Definition
types.h:74
gum
gum is the global namespace for all aGrUM entities
Definition
agrum.h:46
simpleBayesNetGenerator_tpl.h
Source implementation of SimpleBayesNetGenerator.
aGrUM
3.2.0
© PHW&CG&others - 2022
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