graphChange.h File Reference

the classes to account for structure changes in a graph More...

#include <cstdint>
#include <cstring>
#include <iostream>
#include <string>
#include <agrum/agrum.h>
#include <agrum/base/graphs/parts/nodeGraphPart.h>
#include <agrum/BN/learning/structureUtils/graphChange_inl.h>

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Classes
class	gum::learning::GraphChange
class	gum::learning::ArcAddition
	The class for notifying learning algorithms of new arc additions. More...
class	gum::learning::ArcDeletion
	The class for notifying learning algorithms of arc removals. More...
class	gum::learning::ArcReversal
	The class for notifying learning algorithms of arc reversals. More...
class	gum::learning::ArcTriangleDeletion1
	The graph change substituting a triangle node1->node2->node3 + node1->node3 into v-structure node2->node1<-node3. More...
class	gum::learning::ArcTriangleDeletion2
	The graph change substituting a triangle node1->node2->node3 + node1->node3 into v-structure node1->node2<-node3. More...
class	gum::learning::EdgeAddition
	The class for notifying learning algorithms of new edge additions. More...
class	gum::learning::EdgeDeletion
	The class for notifying learning algorithms of edge removals. More...
class	gum::HashFunc< learning::GraphChange >
	the hash function for Graph Changes More...
class	gum::HashFunc< learning::ArcAddition >
	the hash function for Arc Additions More...
class	gum::HashFunc< learning::ArcDeletion >
	the hash function for Arc Deletions More...
class	gum::HashFunc< learning::ArcReversal >
	the hash function for Arc Reversals More...
class	gum::HashFunc< learning::ArcTriangleDeletion1 >
	the hash function for Arc Triangle Deletions creating a v-structure in node 1 More...
class	gum::HashFunc< learning::ArcTriangleDeletion2 >
	the hash function for Arc Triangle Deletions creating a v-structure in node 2 More...
class	gum::HashFunc< learning::EdgeAddition >
	the hash function for Edge Additions More...
class	gum::HashFunc< learning::EdgeDeletion >
	the hash function for Edge Deletions More...

Namespaces
namespace	gum
	gum is the global namespace for all aGrUM entities
namespace	gum::learning
	include the inlined functions if necessary

Typedefs
using	gum::learning::LearnNodeId = uint32_t
	the internal type of the nodes involved in the arc/edge modifications

Enumerations
enum class	gum::learning::GraphChangeType : LearnNodeId {   gum::learning::ARC_ADDITION , gum::learning::ARC_DELETION , gum::learning::ARC_REVERSAL , gum::learning::ARC_TRIANGLE_DELETION1 ,   gum::learning::ARC_TRIANGLE_DELETION2 , gum::learning::EDGE_ADDITION , gum::learning::EDGE_DELETION }
	the type of modification that can be applied to the graph More...

Functions
std::ostream &	gum::learning::operator<< (std::ostream &stream, const GraphChange &change)
	a << operator for GraphChanges

Detailed Description

the classes to account for structure changes in a graph

The classes included in this file shall be used by learning algorithms to notify scores, structural constraints, etc, how the learnt graph has been modified.

Author

Christophe GONZALES(_at_AMU) and Pierre-Henri WUILLEMIN(_at_LIP6)

Definition in file graphChange.h.