ConstraintBasedLearning.h File Reference

Abstract base class for constraint-based structure learning algorithms. More...

#include <limits>
#include <sstream>
#include <string>
#include <vector>
#include <agrum/config.h>
#include <agrum/base/core/approximations/approximationScheme.h>
#include <agrum/base/graphs/algorithms/MeekRules.h>
#include <agrum/BN/learning/ConstraintBasedLearning_tpl.h>

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Classes
class	gum::learning::ConstraintBasedLearning
	Abstract base class for constraint-based structure learning algorithms. More...

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

Macros
#define	GUM_SL_EMIT(x, y, action, explain)

Typedefs
using	gum::learning::ThreePoints = std::tuple< NodeId, NodeId, NodeId >

Detailed Description

Abstract base class for constraint-based structure learning algorithms.

ConstraintBasedLearning factors the code common to all constraint-based algorithms (MIIC, PC, FCI, …): constraint management, template-method implementations of learnPDAG / learnDAG / learnBN, and shared graph utilities. Subclasses must implement learnSkeleton() and learnMixedStructure().

Author

Pierre-Henri WUILLEMIN(_at_LIP6)

Definition in file ConstraintBasedLearning.h.

Macro Definition Documentation

GUM_SL_EMIT

#define GUM_SL_EMIT	(		x,
			y,
			action,
			explain )

Value:

{                                                                                       \
  std::ostringstream action_stream;                                                     \
  action_stream << action;                                                              \
  std::ostringstream explain_stream;                                                    \
  explain_stream << explain;                                                            \
  GUM_EMIT4(onStructuralModification, x, y, action_stream.str(), explain_stream.str()); \
}

Definition at line 66 of file ConstraintBasedLearning.h.

#define GUM_SL_EMIT(x, y, action, explain)                                                \
  {                                                                                       \
    std::ostringstream action_stream;                                                     \
    action_stream << action;                                                              \
    std::ostringstream explain_stream;                                                    \
    explain_stream << explain;                                                            \
    GUM_EMIT4(onStructuralModification, x, y, action_stream.str(), explain_stream.str()); \
  }

Referenced by gum::learning::Miic::_orientingVstructureMiic_(), gum::learning::Miic::_propagatingOrientationMiic_(), gum::learning::ConstraintBasedLearning::applyStructuralConstraints_(), gum::learning::ConstraintBasedLearning::initGraph_(), gum::learning::Miic::initiation_(), gum::learning::Miic::iteration_(), and gum::learning::CIBasedLearning::orientColliderArm_().