\section{/var/www/mlpack.ratml.\+org/mlpack.org/\+\_\+src/mlpack-\/3.3.2/src/mlpack/methods/ann/regularizer/lregularizer.hpp File Reference}
\label{lregularizer_8hpp}\index{/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/3.\+3.\+2/src/mlpack/methods/ann/regularizer/lregularizer.\+hpp@{/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/3.\+3.\+2/src/mlpack/methods/ann/regularizer/lregularizer.\+hpp}}
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\subsection*{Classes}
\begin{DoxyCompactItemize}
\item 
class \textbf{ L\+Regularizer$<$ T\+Power $>$}
\begin{DoxyCompactList}\small\item\em The L\+\_\+p regularizer for arbitrary integer p. \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\+::ann}
\begin{DoxyCompactList}\small\item\em Artificial Neural Network. \end{DoxyCompactList}\end{DoxyCompactItemize}
\subsection*{Typedefs}
\begin{DoxyCompactItemize}
\item 
typedef L\+Regularizer$<$ 1 $>$ \textbf{ L1\+Regularizer}
\begin{DoxyCompactList}\small\item\em The L1 Regularizer. \end{DoxyCompactList}\item 
typedef L\+Regularizer$<$ 2 $>$ \textbf{ L2\+Regularizer}
\begin{DoxyCompactList}\small\item\em The L2 Regularizer. \end{DoxyCompactList}\end{DoxyCompactItemize}


\subsection{Detailed Description}
\begin{DoxyAuthor}{Author}
Saksham Bansal
\end{DoxyAuthor}
Generalized L-\/regularizer, allowing both l1 and l2 regularization methods. This also gives several convenience typedefs for commonly used L-\/regularizers.

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.