.TH "mlpack::amf" 3 "Tue Sep 9 2014" "Version 1.0.10" "MLPACK" \" -*- nroff -*-
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.SH NAME
mlpack::amf \- 
.SH SYNOPSIS
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.PP
.SS "Classes"

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.RI "class \fBAMF\fP"
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.RI "\fIThis class implements \fBAMF\fP (alternating matrix factorization) on the given matrix V\&. \fP"
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.RI "class \fBCompleteIncrementalTermination\fP"
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.RI "class \fBIncompleteIncrementalTermination\fP"
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.RI "class \fBNMFALSUpdate\fP"
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.RI "\fIThe alternating least square update rules of matrices W and H\&. \fP"
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.RI "class \fBNMFMultiplicativeDistanceUpdate\fP"
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.RI "\fIThe multiplicative distance update rules for matrices W and H\&. \fP"
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.RI "class \fBNMFMultiplicativeDivergenceUpdate\fP"
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.RI "class \fBRandomAcolInitialization\fP"
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.RI "\fIThis class initializes the W matrix of the NMF algorithm by averaging p randomly chosen columns of V\&. \fP"
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.RI "class \fBRandomInitialization\fP"
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.RI "class \fBSimpleResidueTermination\fP"
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.RI "class \fBSimpleToleranceTermination\fP"
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.RI "class \fBSVDBatchLearning\fP"
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.RI "class \fBSVDCompleteIncrementalLearning\fP"
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.RI "class \fBSVDCompleteIncrementalLearning< arma::sp_mat >\fP"
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.RI "class \fBSVDIncompleteIncrementalLearning\fP"
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.RI "class \fBValidationRMSETermination\fP"
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.SS "Functions"

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.RI "template<> void \fBSVDBatchLearning::HUpdate< arma::sp_mat >\fP (const arma::sp_mat &V, const arma::mat &W, arma::mat &H)"
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.RI "template<> void \fBSVDBatchLearning::WUpdate< arma::sp_mat >\fP (const arma::sp_mat &V, arma::mat &W, const arma::mat &H)"
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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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.SH "Function Documentation"
.PP 
.SS "template<> void \fBmlpack::amf::SVDBatchLearning::HUpdate\fP< arma::sp_mat > (const arma::sp_mat &V, const arma::mat &W, arma::mat &H)\fC [inline]\fP"

.PP
Definition at line 175 of file svd_batch_learning\&.hpp\&.
.SS "template<> void \fBmlpack::amf::SVDBatchLearning::WUpdate\fP< arma::sp_mat > (const arma::sp_mat &V, arma::mat &W, const arma::mat &H)\fC [inline]\fP"

.PP
Definition at line 144 of file svd_batch_learning\&.hpp\&.
.SS "template<> void \fBmlpack::amf::SVDIncompleteIncrementalLearning::HUpdate\fP< arma::sp_mat > (const arma::sp_mat &V, const arma::mat &W, arma::mat &H)\fC [inline]\fP"

.PP
Definition at line 135 of file svd_incomplete_incremental_learning\&.hpp\&.
.SS "template<> void \fBmlpack::amf::SVDIncompleteIncrementalLearning::WUpdate\fP< arma::sp_mat > (const arma::sp_mat &V, arma::mat &W, const arma::mat &H)\fC [inline]\fP"

.PP
Definition at line 114 of file svd_incomplete_incremental_learning\&.hpp\&.
.SH "Author"
.PP 
Generated automatically by Doxygen for MLPACK from the source code\&.