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src
shogun
mathematics
linalg
ratapprox
logdet
LogDetEstimator.h
Go to the documentation of this file.
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/*
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* This program is free software; you can redistribute it and/or modify
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* it under the terms of the GNU General Public License as published by
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* the Free Software Foundation; either version 3 of the License, or
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* (at your option) any later version.
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*
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* Written (W) 2013 Soumyajit De
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*/
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#ifndef LOG_DET_ESTIMATOR_H_
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#define LOG_DET_ESTIMATOR_H_
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#include <
shogun/lib/config.h
>
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#include <
shogun/base/SGObject.h
>
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#include <
shogun/base/Parameter.h
>
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namespace
shogun
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{
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class
CTraceSampler;
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template
<
class
T>
class
COperatorFunction;
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class
CIndependentComputationEngine;
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template
<
class
T>
class
SGVector;
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template
<
class
T>
class
SGMatrix;
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class
CLogDetEstimator
:
public
CSGObject
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{
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public
:
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CLogDetEstimator
();
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CLogDetEstimator
(
CTraceSampler
* trace_sampler,
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COperatorFunction<float64_t>
* operator_log,
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CIndependentComputationEngine
* computation_engine);
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virtual
~CLogDetEstimator
();
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SGVector<float64_t>
sample
(
index_t
num_estimates);
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SGMatrix<float64_t>
sample_without_averaging
(
index_t
num_estimates);
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virtual
const
char
*
get_name
()
const
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{
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return
"LogDetEstimator"
;
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}
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private
:
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CTraceSampler
* m_trace_sampler;
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COperatorFunction<float64_t>
* m_operator_log;
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CIndependentComputationEngine
* m_computation_engine;
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void
init();
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};
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}
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#endif // LOG_DET_ESTIMATOR_H_
SHOGUN
Machine Learning Toolbox - Documentation