aGrUM
3.2.0
a C++ library for (probabilistic) graphical models
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MarkovBlanket_inl.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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* INCLUDING BUT NOT LIMITED TO THE WARRANTIES MERCHANTABILITY or FITNESS *
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* FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE *
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* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER *
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* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, *
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* ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR *
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* OTHER DEALINGS IN THE SOFTWARE. *
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* *
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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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#pragma once
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// to ease parsing by IDE
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#include <
agrum/BN/algorithms/MarkovBlanket.h
>
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namespace
gum
{
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INLINE
DAG
MarkovBlanket::dag
()
const
{
return
_mb_
; }
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INLINE
const
NodeSet
&
MarkovBlanket::parents
(
NodeId
id
)
const
{
return
_mb_
.
parents
(
id
); }
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INLINE
const
NodeSet
&
MarkovBlanket::children
(
NodeId
id
)
const
{
return
_mb_
.
children
(
id
); }
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INLINE
NodeSet
MarkovBlanket::parents
(
const
NodeSet
& ids)
const
{
return
_mb_
.
parents
(ids); }
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INLINE
NodeSet
MarkovBlanket::children
(
const
NodeSet
& ids)
const
{
return
_mb_
.
children
(ids); }
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INLINE
NodeSet
MarkovBlanket::descendants
(
NodeId
id
)
const
{
return
_mb_
.
descendants
(
id
); }
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INLINE
NodeSet
MarkovBlanket::ancestors
(
NodeId
id
)
const
{
return
_mb_
.
ancestors
(
id
); }
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INLINE
Size
MarkovBlanket::sizeArcs
()
const
{
return
_mb_
.
sizeArcs
(); }
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INLINE
const
ArcSet
&
MarkovBlanket::arcs
()
const
{
return
_mb_
.
arcs
(); }
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INLINE
Size
MarkovBlanket::sizeNodes
()
const
{
return
_mb_
.
sizeNodes
(); }
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INLINE
Size
MarkovBlanket::size
()
const
{
return
_mb_
.
size
(); }
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INLINE
const
NodeGraphPart
&
MarkovBlanket::nodes
()
const
{
return
_mb_
.
nodes
(); }
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}
// namespace gum
MarkovBlanket.h
Class building the markovBlanket from a DAGmodel and a node name.
gum::ArcGraphPart::sizeArcs
Size sizeArcs() const
indicates the number of arcs stored within the ArcGraphPart
Definition
arcGraphPart_inl.h:58
gum::ArcGraphPart::parents
const NodeSet & parents(NodeId id) const
returns the set of nodes with arc ingoing to a given node
Definition
arcGraphPart_inl.h:76
gum::ArcGraphPart::children
NodeSet children(const NodeSet &ids) const
returns the set of nodes which consists in the node and its parents returns the set of children of a ...
Definition
arcGraphPart_inl.h:82
gum::ArcGraphPart::arcs
const ArcSet & arcs() const
returns the set of arcs stored within the ArcGraphPart
Definition
arcGraphPart_inl.h:60
gum::DAG
Base class for dag.
Definition
DAG.h:121
gum::DiGraph::ancestors
NodeSet ancestors(NodeId id) const
returns the set of all ancestors of id (nodes from which id is reachable)
Definition
diGraph_inl.h:119
gum::DiGraph::descendants
NodeSet descendants(NodeId id) const
returns the set of all descendants of id (nodes reachable from id)
Definition
diGraph_inl.h:121
gum::MarkovBlanket::descendants
NodeSet descendants(NodeId id) const
wrapping DAG::descendants(id)
Definition
MarkovBlanket_inl.h:66
gum::MarkovBlanket::parents
const NodeSet & parents(NodeId id) const
wrapping DAG::parents(id)
Definition
MarkovBlanket_inl.h:58
gum::MarkovBlanket::_mb_
DAG _mb_
Definition
MarkovBlanket.h:122
gum::MarkovBlanket::children
const NodeSet & children(NodeId id) const
wrapping DAG::children(id)
Definition
MarkovBlanket_inl.h:60
gum::MarkovBlanket::sizeNodes
Size sizeNodes() const
wrapping DAG::sizeNodes()
Definition
MarkovBlanket_inl.h:74
gum::MarkovBlanket::sizeArcs
Size sizeArcs() const
wrapping DAG::sizeArcs()
Definition
MarkovBlanket_inl.h:70
gum::MarkovBlanket::arcs
const ArcSet & arcs() const
wrapping DAG::arcs()
Definition
MarkovBlanket_inl.h:72
gum::MarkovBlanket::ancestors
NodeSet ancestors(NodeId id) const
wrapping DAG::ancestors(id)
Definition
MarkovBlanket_inl.h:68
gum::MarkovBlanket::nodes
const NodeGraphPart & nodes() const
wrapping DAG::nodes()
Definition
MarkovBlanket_inl.h:78
gum::MarkovBlanket::size
Size size() const
wrapping DAG::size()
Definition
MarkovBlanket_inl.h:76
gum::MarkovBlanket::dag
DAG dag() const
Definition
MarkovBlanket_inl.h:56
gum::NodeGraphPart
Class for node sets in graph.
Definition
nodeGraphPart.h:265
gum::NodeGraphPart::size
Size size() const
alias for sizeNodes
Definition
nodeGraphPart_inl.h:299
gum::NodeGraphPart::sizeNodes
Size sizeNodes() const
returns the number of nodes in the NodeGraphPart
Definition
nodeGraphPart_inl.h:295
gum::NodeGraphPart::nodes
const NodeGraphPart & nodes() const
return *this as a NodeGraphPart
Definition
nodeGraphPart_inl.h:379
gum::Size
std::size_t Size
In aGrUM, hashed values are unsigned long int.
Definition
types.h:74
gum::NodeId
Size NodeId
Type for node ids.
Definition
graphElements.h:117
gum::ArcSet
Set< Arc > ArcSet
Some typdefs and define for shortcuts ...
Definition
graphElements.h:393
gum::NodeSet
Set< NodeId > NodeSet
Some typdefs and define for shortcuts ...
Definition
graphElements.h:392
gum
gum is the global namespace for all aGrUM entities
Definition
agrum.h:46
aGrUM
3.2.0
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