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precomputed_callbacks.hpp
Go to the documentation of this file.
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/* This software is distributed under BSD 3-clause license (see LICENSE file).
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*
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* Copyright (c) 2012-2013 Sergey Lisitsyn, Fernando Iglesias
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*/
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#ifndef TAPKEE_PRECOMPUTED_CALLBACKS_H_
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#define TAPKEE_PRECOMPUTED_CALLBACKS_H_
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namespace
tapkee
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{
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// Here we provide basic but still full set of callbacks
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// based on the Eigen3 template matrix library
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// Kernel function callback that computes
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// similarity function values on vectors
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// given by their indices. This impl. computes
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// linear kernel i.e. dot product between two vectors.
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struct
precomputed_kernel_callback
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{
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precomputed_kernel_callback
(
const
tapkee::DenseMatrix
& matrix) :
kernel_matrix
(matrix) {};
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inline
tapkee::ScalarType
kernel
(
int
a,
int
b)
const
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{
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return
kernel_matrix
(a,b);
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}
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const
tapkee::DenseMatrix
&
kernel_matrix
;
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};
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// Distance function callback that provides
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// dissimilarity function values on vectors
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// given by their indices. This impl. computes
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// euclidean distance between two vectors.
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struct
precomputed_distance_callback
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{
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precomputed_distance_callback
(
const
tapkee::DenseMatrix
& matrix) :
distance_matrix
(matrix) {};
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inline
tapkee::ScalarType
distance
(
int
a,
int
b)
const
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{
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return
distance_matrix
(a,b);
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}
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const
tapkee::DenseMatrix
&
distance_matrix
;
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};
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}
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#endif
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tapkee::DenseMatrix
Eigen::Matrix< tapkee::ScalarType, Eigen::Dynamic, Eigen::Dynamic > DenseMatrix
dense matrix type (non-overridable)
Definition:
types.hpp:23
tapkee::precomputed_distance_callback::distance_matrix
const tapkee::DenseMatrix & distance_matrix
Definition:
precomputed_callbacks.hpp:39
tapkee::precomputed_kernel_callback
Definition:
precomputed_callbacks.hpp:18
tapkee::ScalarType
double ScalarType
default scalar value (can be overrided with TAPKEE_CUSTOM_INTERNAL_NUMTYPE define) ...
Definition:
types.hpp:15
tapkee::precomputed_distance_callback
Definition:
precomputed_callbacks.hpp:32
tapkee::precomputed_kernel_callback::kernel_matrix
const tapkee::DenseMatrix & kernel_matrix
Definition:
precomputed_callbacks.hpp:25
tapkee::precomputed_kernel_callback::kernel
tapkee::ScalarType kernel(int a, int b) const
Definition:
precomputed_callbacks.hpp:21
tapkee::precomputed_kernel_callback::precomputed_kernel_callback
precomputed_kernel_callback(const tapkee::DenseMatrix &matrix)
Definition:
precomputed_callbacks.hpp:20
tapkee::precomputed_distance_callback::distance
tapkee::ScalarType distance(int a, int b) const
Definition:
precomputed_callbacks.hpp:35
tapkee::precomputed_distance_callback::precomputed_distance_callback
precomputed_distance_callback(const tapkee::DenseMatrix &matrix)
Definition:
precomputed_callbacks.hpp:34
include
tapkee
callbacks
precomputed_callbacks.hpp
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