aGrUM
3.2.0
a C++ library for (probabilistic) graphical models
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EMApproximationScheme.cpp
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* This file is part of the aGrUM/pyAgrum library. *
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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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* 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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#include "
agrum/BN/learning/paramUtils/EMApproximationScheme.h
"
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#ifdef GUM_NO_INLINE
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# include <
agrum/BN/learning/paramUtils/EMApproximationScheme_inl.h
>
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#endif
// GUM_NO_INLINE
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namespace
gum
{
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namespace
learning
{
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// Constructor and destructor are defined out-of-line (not INLINE) on
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// purpose: see the comment in score.cpp for the MSVC LNK2005 rationale.
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EMApproximationScheme::EMApproximationScheme
(
bool
verbosity
) :
ApproximationScheme
(
verbosity
) {
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ApproximationScheme::enableMinEpsilonRate
();
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ApproximationScheme::disableEpsilon
();
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}
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EMApproximationScheme::~EMApproximationScheme
() =
default
;
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}
// namespace learning
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}
// namespace gum
EMApproximationScheme.h
A class for parameterizing EM's parameter learning approximations.
EMApproximationScheme_inl.h
gum::ApproximationScheme::disableEpsilon
void disableEpsilon() override
Disable stopping criterion on epsilon.
Definition
approximationScheme_inl.h:75
gum::ApproximationScheme::ApproximationScheme
ApproximationScheme(bool verbosity=false)
Definition
approximationScheme.cpp:58
gum::ApproximationScheme::enableMinEpsilonRate
void enableMinEpsilonRate() override
Enable stopping criterion on epsilon rate.
Definition
approximationScheme_inl.h:99
gum::ApproximationScheme::verbosity
bool verbosity() const override
Returns true if verbosity is enabled.
Definition
approximationScheme_inl.h:161
gum::learning::EMApproximationScheme::EMApproximationScheme
EMApproximationScheme(bool verbosity=false)
initializes the EM parameter learning approximation with the min rate criterion
Definition
EMApproximationScheme.cpp:55
gum::learning::EMApproximationScheme::~EMApproximationScheme
~EMApproximationScheme() override
gum::learning
include the inlined functions if necessary
Definition
CSVParser.h:55
gum
gum is the global namespace for all aGrUM entities
Definition
agrum.h:46
aGrUM
3.2.0
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