\section{/var/www/mlpack.ratml.\+org/mlpack.org/\+\_\+src/mlpack-\/git/src/mlpack/methods/local\+\_\+coordinate\+\_\+coding/lcc.hpp File Reference}
\label{lcc_8hpp}\index{/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/git/src/mlpack/methods/local\+\_\+coordinate\+\_\+coding/lcc.\+hpp@{/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/git/src/mlpack/methods/local\+\_\+coordinate\+\_\+coding/lcc.\+hpp}}
Include dependency graph for lcc.\+hpp\+:
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\includegraphics[width=350pt]{lcc_8hpp__incl}
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\subsection*{Classes}
\begin{DoxyCompactItemize}
\item 
class \textbf{ Local\+Coordinate\+Coding}
\begin{DoxyCompactList}\small\item\em An implementation of Local Coordinate Coding (L\+CC) that codes data which approximately lives on a manifold using a variation of l1-\/norm regularized sparse coding; in L\+CC, the penalty on the absolute value of each point\textquotesingle{}s coefficient for each atom is weighted by the squared distance of that point to that atom. \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\+::lcc}
\end{DoxyCompactItemize}


\subsection{Detailed Description}
\begin{DoxyAuthor}{Author}
Nishant Mehta
\end{DoxyAuthor}
Definition of the Local\+Coordinate\+Coding class, which performs the Local Coordinate Coding algorithm.

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. 