\section{/var/www/mlpack.ratml.\+org/mlpack.org/\+\_\+src/mlpack-\/git/src/mlpack/methods/amf/update\+\_\+rules/svd\+\_\+incomplete\+\_\+incremental\+\_\+learning.hpp File Reference}
\label{svd__incomplete__incremental__learning_8hpp}\index{/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/git/src/mlpack/methods/amf/update\+\_\+rules/svd\+\_\+incomplete\+\_\+incremental\+\_\+learning.\+hpp@{/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/git/src/mlpack/methods/amf/update\+\_\+rules/svd\+\_\+incomplete\+\_\+incremental\+\_\+learning.\+hpp}}
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\begin{center}
\leavevmode
\includegraphics[width=350pt]{svd__incomplete__incremental__learning_8hpp__dep__incl}
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\subsection*{Classes}
\begin{DoxyCompactItemize}
\item 
class \textbf{ S\+V\+D\+Incomplete\+Incremental\+Learning}
\begin{DoxyCompactList}\small\item\em This class computes S\+VD using incomplete incremental batch learning, as described in the following paper\+: \end{DoxyCompactList}\end{DoxyCompactItemize}
\subsection*{Namespaces}
\begin{DoxyCompactItemize}
\item 
 \textbf{ mlpack}
\begin{DoxyCompactList}\small\item\em Linear algebra utility functions, generally performed on matrices or vectors. \end{DoxyCompactList}\item 
 \textbf{ mlpack\+::amf}
\begin{DoxyCompactList}\small\item\em Alternating Matrix Factorization. \end{DoxyCompactList}\end{DoxyCompactItemize}
\subsection*{Functions}
\begin{DoxyCompactItemize}
\item 
{\footnotesize template$<$$>$ }\\void \textbf{ S\+V\+D\+Incomplete\+Incremental\+Learning\+::\+H\+Update$<$ arma\+::sp\+\_\+mat $>$} (const arma\+::sp\+\_\+mat \&V, const arma\+::mat \&W, arma\+::mat \&H)
\item 
{\footnotesize template$<$$>$ }\\void \textbf{ S\+V\+D\+Incomplete\+Incremental\+Learning\+::\+W\+Update$<$ arma\+::sp\+\_\+mat $>$} (const arma\+::sp\+\_\+mat \&V, arma\+::mat \&W, const arma\+::mat \&H)
\begin{DoxyCompactList}\small\item\em T\+O\+DO \+: Merge this template specialized function for sparse matrix using common row\+\_\+col\+\_\+iterator. \end{DoxyCompactList}\end{DoxyCompactItemize}


\subsection{Detailed Description}
\begin{DoxyAuthor}{Author}
Sumedh Ghaisas
\end{DoxyAuthor}
S\+VD factorizer used in A\+MF (Alternating Matrix Factorization).

mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-\/clause B\+SD license. You should have received a copy of the 3-\/clause B\+SD license along with mlpack. If not, see {\tt http\+://www.\+opensource.\+org/licenses/\+B\+S\+D-\/3-\/\+Clause} for more information. 