aGrUM
3.2.0
a C++ library for (probabilistic) graphical models
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DAG.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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* 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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#ifndef GUM_DAG_H
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#define GUM_DAG_H
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#include <
agrum/base/graphs/diGraph.h
>
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#include <
agrum/base/graphs/undiGraph.h
>
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namespace
gum
{
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/* ====================================================================== */
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/* === BASE CLASS FOR MANIPULATING DIRECTED GRAPHS WITHOUT CYCLE */
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/* ====================================================================== */
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/* ====================================================================== */
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class
GUM_SHARED_PUBLIC
DAG
:
public
DiGraph
{
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public
:
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// ############################################################################
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// ############################################################################
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explicit
DAG
(
Size
nodes_size =
HashTableConst::default_size
,
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bool
nodes_resize_policy =
true
,
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Size
arcs_size =
HashTableConst::default_size
,
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bool
arcs_resize_policy =
true
);
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DAG
(
const
DAG
& g);
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DAG
(
DAG
&& g);
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~DAG
()
override
;
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// ############################################################################
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// ############################################################################
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DAG
&
operator=
(
const
DAG
& g);
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DAG
&
operator=
(
DAG
&& g);
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// ############################################################################
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// ############################################################################
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void
addArc
(
NodeId
tail,
NodeId
head)
final
;
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UndiGraph
moralGraph
()
const
;
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UndiGraph
moralizedAncestralGraph
(
const
NodeSet
&
nodes
)
const
;
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bool
dSeparation
(
NodeId
X,
NodeId
Y,
const
NodeSet
& Z)
const
;
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bool
dSeparation
(
const
NodeSet
& X,
const
NodeSet
& Y,
const
NodeSet
& Z)
const
;
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/***
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* @return the minimal subset of soids that conditions the target
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*
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* i.e. P(target| soids)=P(target|@return)
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*/
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NodeSet
minimalCondSet
(
NodeId
target,
const
NodeSet
& soids)
const
;
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/***
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* @return the minimal subset of soids that conditions the targets
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*
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* i.e. P(targets| soids)=P(targets|@return)
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*/
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NodeSet
minimalCondSet
(
const
NodeSet
& targets,
const
NodeSet
& soids)
const
;
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};
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}
/* namespace gum */
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static_assert
(
gum::GUM_DiGraphable< gum::DAG >
);
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#ifndef GUM_NO_INLINE
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# include <
agrum/base/graphs/DAG_inl.h
>
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#endif
// GU%_NO_INLINE
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#endif
/* GUM_DAG_H */
DAG_inl.h
Inline implementation of Base classes for directed acylic graphs.
gum::DAG::dSeparation
bool dSeparation(NodeId X, NodeId Y, const NodeSet &Z) const
check if node X and node Y are independent given nodes Z (in the sense of d-separation)
Definition
DAG.cpp:80
gum::DAG::moralGraph
UndiGraph moralGraph() const
build a UndiGraph by moralizing the dag
Definition
DAG.cpp:74
gum::DAG::minimalCondSet
NodeSet minimalCondSet(NodeId target, const NodeSet &soids) const
Definition
DAG.cpp:88
gum::DAG::operator=
DAG & operator=(const DAG &g)
copy operator
Definition
DAG_inl.h:57
gum::DAG::DAG
DAG(Size nodes_size=HashTableConst::default_size, bool nodes_resize_policy=true, Size arcs_size=HashTableConst::default_size, bool arcs_resize_policy=true)
default constructor
Definition
DAG.cpp:60
gum::DAG::addArc
void addArc(NodeId tail, NodeId head) final
insert a new arc into the directed graph
Definition
DAG_inl.h:75
gum::DAG::moralizedAncestralGraph
UndiGraph moralizedAncestralGraph(const NodeSet &nodes) const
build a UndiGraph by moralizing the Ancestral Graph of a set of Nodes
Definition
DAG.cpp:76
gum::DiGraph::DiGraph
DiGraph(Size nodes_size=HashTableConst::default_size, bool nodes_resize_policy=true, Size arcs_size=HashTableConst::default_size, bool arcs_resize_policy=true)
default constructor
Definition
diGraph.cpp:70
gum::NodeGraphPart::nodes
const NodeGraphPart & nodes() const
return *this as a NodeGraphPart
Definition
nodeGraphPart_inl.h:379
gum::UndiGraph
Base class for undirected graphs.
Definition
undiGraph.h:130
gum::GUM_DiGraphable
Concept for directed graphs (arcs with parents/children).
Definition
graphConcepts.h:87
diGraph.h
Base classes for oriented graphs.
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::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
gum::HashTableConst::default_size
static constexpr Size default_size
The default number of slots in hashtables.
Definition
hashTable.h:102
undiGraph.h
Base classes for undirected graphs.
aGrUM
3.2.0
© PHW&CG&others - 2022
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