.TH "/var/www/mlpack.ratml.org/mlpack.org/_src/mlpack-3.3.1/src/mlpack/methods/amf/update_rules/svd_incomplete_incremental_learning.hpp" 3 "Sun Aug 30 2020" "Version 3.1.1" "mlpack" \" -*- nroff -*-
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.SH NAME
/var/www/mlpack.ratml.org/mlpack.org/_src/mlpack-3.3.1/src/mlpack/methods/amf/update_rules/svd_incomplete_incremental_learning.hpp
.SH SYNOPSIS
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.PP
.SS "Classes"

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.RI "class \fBSVDIncompleteIncrementalLearning\fP"
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.RI "This class computes SVD using incomplete incremental batch learning, as described in the following paper: "
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.SS "Namespaces"

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.RI " \fBmlpack\fP"
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.RI "strip_type\&.hpp "
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.RI " \fBmlpack::amf\fP"
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.RI "Alternating Matrix Factorization\&. "
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.SS "Functions"

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.RI "template<> void \fBSVDIncompleteIncrementalLearning::HUpdate< arma::sp_mat >\fP (const arma::sp_mat &V, const arma::mat &W, arma::mat &H)"
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.RI "template<> void \fBSVDIncompleteIncrementalLearning::WUpdate< arma::sp_mat >\fP (const arma::sp_mat &V, arma::mat &W, const arma::mat &H)"
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.RI "TODO : Merge this template specialized function for sparse matrix using common row_col_iterator\&. "
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.SH "Detailed Description"
.PP 

.PP
\fBAuthor:\fP
.RS 4
Sumedh Ghaisas
.RE
.PP
SVD factorizer used in AMF (Alternating Matrix Factorization)\&.
.PP
mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license\&. You should have received a copy of the 3-clause BSD license along with mlpack\&. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information\&. 
.PP
Definition in file \fBsvd_incomplete_incremental_learning\&.hpp\fP\&.
.SH "Author"
.PP 
Generated automatically by Doxygen for mlpack from the source code\&.