opengm::external::libdai::LoopCorrectedBp< GM, ACC, CAVITY_INFERENCE > Class Template Reference

#include <loop_corrected_bp.hxx>

Inheritance diagram for opengm::external::libdai::LoopCorrectedBp< GM, ACC, CAVITY_INFERENCE >:

Collaboration diagram for opengm::external::libdai::LoopCorrectedBp< GM, ACC, CAVITY_INFERENCE >:

Classes
struct	Parameter

Public Types
enum	UpdateRule { SEQFIX, SEQRND }
enum	Cavity { FULL, PAIR, PAIR2, UNIFORM }
typedef ACC	AccumulationType
typedef GM	GraphicalModelType
typedef opengm::visitors::VerboseVisitor< LoopCorrectedBp< GM, ACC, CAVITY_INFERENCE > >	VerboseVisitorType
typedef opengm::visitors::TimingVisitor< LoopCorrectedBp< GM, ACC, CAVITY_INFERENCE > >	TimingVisitorType
typedef opengm::visitors::EmptyVisitor< LoopCorrectedBp< GM, ACC, CAVITY_INFERENCE > >	EmptyVisitorType
typedef CAVITY_INFERENCE::Parameter	CavityInferenceParameter
Public Types inherited from opengm::Inference< GM, ACC >
typedef GM	GraphicalModelType
typedef ACC	AccumulationType
typedef GraphicalModelType::LabelType	LabelType
typedef GraphicalModelType::IndexType	IndexType
typedef GraphicalModelType::ValueType	ValueType
typedef GraphicalModelType::OperatorType	OperatorType
typedef GraphicalModelType::FactorType	FactorType
typedef GraphicalModelType::IndependentFactorType	IndependentFactorType
typedef GraphicalModelType::FunctionIdentifier	FunctionIdentifier

Public Member Functions
std::string	name () const
	LoopCorrectedBp (const GM &gm, const Parameter param=Parameter())
virtual const GraphicalModelType &	graphicalModel () const
virtual void	reset ()
virtual InferenceTermination	infer ()
template<class VISITOR >
InferenceTermination	infer (VISITOR &visitor)
virtual InferenceTermination	arg (std::vector< LabelType > &v, const size_t argnr=1) const
	output a solution More...
virtual InferenceTermination	marginal (const size_t v, IndependentFactorType &m) const
	output a solution for a marginal for a specific variable More...
virtual InferenceTermination	factorMarginal (const size_t f, IndependentFactorType &m) const
	output a solution for a marginal for all variables connected to a factor More...
Public Member Functions inherited from opengm::Inference< GM, ACC >
virtual	~Inference ()
virtual void	setStartingPoint (typename std::vector< LabelType >::const_iterator)
	set initial labeling More...
virtual InferenceTermination	args (std::vector< std::vector< LabelType > > &) const
virtual ValueType	bound () const
	return a bound on the solution More...
virtual ValueType	value () const
	return the solution (value) More...
InferenceTermination	constrainedOptimum (std::vector< IndexType > &, std::vector< LabelType > &, std::vector< LabelType > &) const
InferenceTermination	modeFromMarginal (std::vector< LabelType > &) const
InferenceTermination	modeFromFactorMarginal (std::vector< LabelType > &) const

Public Attributes
	OPENGM_GM_TYPE_TYPEDEFS

Detailed Description

template<class GM, class ACC, class CAVITY_INFERENCE>
class opengm::external::libdai::LoopCorrectedBp< GM, ACC, CAVITY_INFERENCE >

Definition at line 17 of file loop_corrected_bp.hxx.

Member Typedef Documentation

template<class GM , class ACC , class CAVITY_INFERENCE >

typedef ACC opengm::external::libdai::LoopCorrectedBp< GM, ACC, CAVITY_INFERENCE >::AccumulationType

Definition at line 19 of file loop_corrected_bp.hxx.

template<class GM , class ACC , class CAVITY_INFERENCE >

typedef CAVITY_INFERENCE::Parameter opengm::external::libdai::LoopCorrectedBp< GM, ACC, CAVITY_INFERENCE >::CavityInferenceParameter

Definition at line 26 of file loop_corrected_bp.hxx.

template<class GM , class ACC , class CAVITY_INFERENCE >

typedef opengm::visitors::EmptyVisitor< LoopCorrectedBp<GM,ACC,CAVITY_INFERENCE> > opengm::external::libdai::LoopCorrectedBp< GM, ACC, CAVITY_INFERENCE >::EmptyVisitorType

Definition at line 24 of file loop_corrected_bp.hxx.

template<class GM , class ACC , class CAVITY_INFERENCE >

typedef GM opengm::external::libdai::LoopCorrectedBp< GM, ACC, CAVITY_INFERENCE >::GraphicalModelType

Definition at line 20 of file loop_corrected_bp.hxx.

template<class GM , class ACC , class CAVITY_INFERENCE >

typedef opengm::visitors::TimingVisitor< LoopCorrectedBp<GM,ACC,CAVITY_INFERENCE> > opengm::external::libdai::LoopCorrectedBp< GM, ACC, CAVITY_INFERENCE >::TimingVisitorType

Definition at line 23 of file loop_corrected_bp.hxx.

template<class GM , class ACC , class CAVITY_INFERENCE >

typedef opengm::visitors::VerboseVisitor< LoopCorrectedBp<GM,ACC,CAVITY_INFERENCE> > opengm::external::libdai::LoopCorrectedBp< GM, ACC, CAVITY_INFERENCE >::VerboseVisitorType

Definition at line 22 of file loop_corrected_bp.hxx.

Member Enumeration Documentation

template<class GM , class ACC , class CAVITY_INFERENCE >

enum opengm::external::libdai::LoopCorrectedBp::Cavity

Enumerator
FULL
PAIR
PAIR2
UNIFORM

Definition at line 31 of file loop_corrected_bp.hxx.

template<class GM , class ACC , class CAVITY_INFERENCE >

enum opengm::external::libdai::LoopCorrectedBp::UpdateRule

Enumerator
SEQFIX
SEQRND

Definition at line 27 of file loop_corrected_bp.hxx.

Constructor & Destructor Documentation

template<class GM , class ACC , class CAVITY_INFERENCE >

opengm::external::libdai::LoopCorrectedBp< GM, ACC, CAVITY_INFERENCE >::LoopCorrectedBp ( const GM &  gm, const Parameter  param = Parameter()  )

inline

Definition at line 105 of file loop_corrected_bp.hxx.

Member Function Documentation

template<class GM , class ACC , class CAVITY_INFERENCE >

virtual InferenceTermination opengm::external::libdai::LoopCorrectedBp< GM, ACC, CAVITY_INFERENCE >::arg ( std::vector< LabelType > &  arg, const size_t  argIndex = 1  ) const

inlinevirtual

output a solution

Parameters

[out]	arg	labeling
	argIndex	solution index (1=best, 2=second best, etc.)

Reimplemented from opengm::Inference< GM, ACC >.

Definition at line 130 of file loop_corrected_bp.hxx.

template<class GM , class ACC , class CAVITY_INFERENCE >

virtual InferenceTermination opengm::external::libdai::LoopCorrectedBp< GM, ACC, CAVITY_INFERENCE >::factorMarginal ( const size_t  factorIndex, IndependentFactorType &  out  ) const

inlinevirtual

output a solution for a marginal for all variables connected to a factor

Parameters

	factorIndex	index of the factor
[out]	out	the marginal

Reimplemented from opengm::Inference< GM, ACC >.

Definition at line 136 of file loop_corrected_bp.hxx.

template<class GM , class ACC , class CAVITY_INFERENCE >

virtual const GraphicalModelType& opengm::external::libdai::LoopCorrectedBp< GM, ACC, CAVITY_INFERENCE >::graphicalModel ( ) const

inlinevirtual

Implements opengm::Inference< GM, ACC >.

Definition at line 110 of file loop_corrected_bp.hxx.

template<class GM , class ACC , class CAVITY_INFERENCE >

virtual InferenceTermination opengm::external::libdai::LoopCorrectedBp< GM, ACC, CAVITY_INFERENCE >::infer ( )

inlinevirtual

Implements opengm::Inference< GM, ACC >.

Definition at line 118 of file loop_corrected_bp.hxx.

template<class GM , class ACC , class CAVITY_INFERENCE >

template<class VISITOR >

InferenceTermination opengm::external::libdai::LoopCorrectedBp< GM, ACC, CAVITY_INFERENCE >::infer ( VISITOR &  visitor )

inline

Definition at line 123 of file loop_corrected_bp.hxx.

template<class GM , class ACC , class CAVITY_INFERENCE >

virtual InferenceTermination opengm::external::libdai::LoopCorrectedBp< GM, ACC, CAVITY_INFERENCE >::marginal ( const size_t  variableIndex, IndependentFactorType &  out  ) const

inlinevirtual

output a solution for a marginal for a specific variable

Parameters

	variableIndex	index of the variable
[out]	out	the marginal

Reimplemented from opengm::Inference< GM, ACC >.

Definition at line 133 of file loop_corrected_bp.hxx.

template<class GM , class ACC , class CAVITY_INFERENCE >

std::string opengm::external::libdai::LoopCorrectedBp< GM, ACC, CAVITY_INFERENCE >::name ( ) const

inlinevirtual

Implements opengm::Inference< GM, ACC >.

Definition at line 37 of file loop_corrected_bp.hxx.

template<class GM , class ACC , class CAVITY_INFERENCE >

virtual void opengm::external::libdai::LoopCorrectedBp< GM, ACC, CAVITY_INFERENCE >::reset ( )

inlinevirtual

Definition at line 114 of file loop_corrected_bp.hxx.

Member Data Documentation

template<class GM , class ACC , class CAVITY_INFERENCE >

opengm::external::libdai::LoopCorrectedBp< GM, ACC, CAVITY_INFERENCE >::OPENGM_GM_TYPE_TYPEDEFS

Definition at line 21 of file loop_corrected_bp.hxx.