dai::MR::Properties Struct Reference

Parameters for MR. More...

#include <dai/mr.h>

Public Member Functions
	DAI_ENUM (UpdateType, FULL, LINEAR)
	Enumeration of different types of update equations. More...
	DAI_ENUM (InitType, RESPPROP, CLAMPING, EXACT)
	Enumeration of different ways of initializing the cavity correlations. More...

Public Attributes
size_t	verbose
	Verbosity (amount of output sent to stderr) More...
Real	tol
	Tolerance for convergence test. More...
UpdateType	updates
	Update equations. More...
InitType	inits
	How to initialize the cavity correlations. More...

Detailed Description

Parameters for MR.

Member Function Documentation

dai::MR::Properties::DAI_ENUM	(	UpdateType	,
		FULL	,
		LINEAR
	)

Enumeration of different types of update equations.

The possible update equations are:

• FULL full updates, slow but accurate
• LINEAR linearized updates, faster but less accurate

dai::MR::Properties::DAI_ENUM	(	InitType	,
		RESPPROP	,
		CLAMPING	,
		EXACT
	)

Enumeration of different ways of initializing the cavity correlations.

The possible cavity initializations are:

• RESPPROP using response propagation ("linear response")
• CLAMPING using clamping and BP
• EXACT using JunctionTree

Member Data Documentation

size_t dai::MR::Properties::verbose

Verbosity (amount of output sent to stderr)

Real dai::MR::Properties::tol

Tolerance for convergence test.

UpdateType dai::MR::Properties::updates

Update equations.

InitType dai::MR::Properties::inits

How to initialize the cavity correlations.

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The documentation for this struct was generated from the following file:

• include/dai/mr.h