\section{/var/www/mlpack.ratml.\+org/mlpack.org/\+\_\+src/mlpack-\/3.3.1/src/mlpack/methods/sparse\+\_\+autoencoder/maximal\+\_\+inputs.hpp File Reference}
\label{maximal__inputs_8hpp}\index{/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/3.\+3.\+1/src/mlpack/methods/sparse\+\_\+autoencoder/maximal\+\_\+inputs.\+hpp@{/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/3.\+3.\+1/src/mlpack/methods/sparse\+\_\+autoencoder/maximal\+\_\+inputs.\+hpp}}
Include dependency graph for maximal\+\_\+inputs.\+hpp\+:
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\subsection*{Namespaces}
\begin{DoxyCompactItemize}
\item 
 \textbf{ mlpack}
\begin{DoxyCompactList}\small\item\em strip\+\_\+type.\+hpp \end{DoxyCompactList}\item 
 \textbf{ mlpack\+::nn}
\end{DoxyCompactItemize}
\subsection*{Functions}
\begin{DoxyCompactItemize}
\item 
void \textbf{ Maximal\+Inputs} (const arma\+::mat \&parameters, arma\+::mat \&output)
\begin{DoxyCompactList}\small\item\em Given a parameters matrix from an autoencoder, maximize the hidden units of the parameters, storing the maximal inputs in the given output matrix. \end{DoxyCompactList}\item 
void \textbf{ Normalize\+Col\+By\+Max} (const arma\+::mat \&input, arma\+::mat \&output)
\begin{DoxyCompactList}\small\item\em Normalize each column of the input matrix by its maximum value, if that maximum value is not zero. \end{DoxyCompactList}\end{DoxyCompactItemize}


\subsection{Detailed Description}
\begin{DoxyAuthor}{Author}
Tham Ngap Wei
\end{DoxyAuthor}
A function to find the maximal inputs of an autoencoder.

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.