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src
shogun
converter
EmbeddingConverter.cpp
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) 2011 Sergey Lisitsyn
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* Copyright (C) 2011 Sergey Lisitsyn
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*/
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#include <
shogun/converter/EmbeddingConverter.h
>
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#include <
shogun/kernel/LinearKernel.h
>
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#include <
shogun/distance/EuclideanDistance.h
>
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using namespace
shogun;
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namespace
shogun
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{
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CEmbeddingConverter::CEmbeddingConverter
()
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:
CConverter
()
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{
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m_target_dim
= 1;
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m_distance
=
new
CEuclideanDistance
();
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m_kernel
=
new
CLinearKernel
();
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init
();
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}
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CEmbeddingConverter::~CEmbeddingConverter
()
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{
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SG_UNREF
(
m_distance
);
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SG_UNREF
(
m_kernel
);
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}
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CDenseFeatures<float64_t>
*
CEmbeddingConverter::embed
(
CFeatures
* features)
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{
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return
(
CDenseFeatures<float64_t>
*)
apply
(features);
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}
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void
CEmbeddingConverter::set_target_dim
(int32_t dim)
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{
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ASSERT
(dim>0)
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m_target_dim
= dim;
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}
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int32_t
CEmbeddingConverter::get_target_dim
()
const
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{
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return
m_target_dim
;
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}
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void
CEmbeddingConverter::set_distance
(
CDistance
*
distance
)
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{
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SG_REF
(distance);
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SG_UNREF
(
m_distance
);
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m_distance
=
distance
;
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}
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CDistance
*
CEmbeddingConverter::get_distance
()
const
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{
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SG_REF
(
m_distance
);
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return
m_distance
;
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}
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void
CEmbeddingConverter::set_kernel
(
CKernel
* kernel)
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{
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SG_REF
(kernel);
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SG_UNREF
(
m_kernel
);
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m_kernel
= kernel;
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}
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CKernel
*
CEmbeddingConverter::get_kernel
()
const
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{
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SG_REF
(
m_kernel
);
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return
m_kernel
;
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}
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void
CEmbeddingConverter::init
()
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{
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SG_ADD
(&
m_target_dim
,
"target_dim"
,
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"target dimensionality of preprocessor"
,
MS_AVAILABLE
);
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SG_ADD
((
CSGObject
**)&
m_distance
,
"distance"
,
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"distance to be used for embedding"
,
MS_AVAILABLE
);
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SG_ADD
((
CSGObject
**)&
m_kernel
,
"kernel"
,
"kernel to be used for embedding"
,
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MS_AVAILABLE
);
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}
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}
SHOGUN
Machine Learning Toolbox - Documentation