\section{/var/www/mlpack.ratml.\+org/mlpack.org/\+\_\+src/mlpack-\/git/doc/tutorials/det/det.txt File Reference}
\label{det_8txt}\index{/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/git/doc/tutorials/det/det.\+txt@{/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/git/doc/tutorials/det/det.\+txt}}


Tutorial for how to perform density estimation with Density Estimation Trees (D\+ET).  


\subsection*{Functions}
\begin{DoxyCompactItemize}
\item 
see subsection cli\+\_\+alt\+\_\+reg\+\_\+tut Alternate D\+ET \textbf{ regularization} The usual regularized error f \$R\+\_\+ \textbf{ alpha} (t)\textbackslash{}f\$ of a node \textbackslash{}f \$t\textbackslash{}f\$ is given by
\end{DoxyCompactItemize}
\subsection*{Variables}
\begin{DoxyCompactItemize}
\item 
this option is not \textbf{ available} in D\+ET right \textbf{ now}
\item 
f To use this form of \textbf{ regularization}
\end{DoxyCompactItemize}


\subsection{Detailed Description}
Tutorial for how to perform density estimation with Density Estimation Trees (D\+ET). 

\begin{DoxyAuthor}{Author}
Parikshit Ram 
\end{DoxyAuthor}


\subsection{Function Documentation}
\mbox{\label{det_8txt_ae7ed598bdef2a989db6a7ae6e7c11288}} 
\index{det.\+txt@{det.\+txt}!alpha@{alpha}}
\index{alpha@{alpha}!det.\+txt@{det.\+txt}}
\subsubsection{alpha()}
{\footnotesize\ttfamily see subsection cli\+\_\+alt\+\_\+reg\+\_\+tut Alternate D\+ET \textbf{ regularization} The usual regularized error f \$R\+\_\+ alpha (\begin{DoxyParamCaption}\item[{t}]{ }\end{DoxyParamCaption})}



Definition at line 344 of file det.\+txt.



References regularization.



Referenced by Prioritized\+Replay$<$ Environment\+Type $>$\+::\+N\+Steps(), Prioritized\+Replay$<$ Environment\+Type $>$\+::\+Prioritized\+Replay(), Prioritized\+Replay$<$ Environment\+Type $>$\+::\+Store(), and Prioritized\+Replay$<$ Environment\+Type $>$\+::\+Update\+Priorities().



\subsection{Variable Documentation}
\mbox{\label{det_8txt_a1f596a62bceac17014e1dd335b8f3e10}} 
\index{det.\+txt@{det.\+txt}!now@{now}}
\index{now@{now}!det.\+txt@{det.\+txt}}
\subsubsection{now}
{\footnotesize\ttfamily this option is not \textbf{ available} in D\+ET right now}



Definition at line 341 of file det.\+txt.

\mbox{\label{det_8txt_a46277e94750f5ab738ca3e236cf88ade}} 
\index{det.\+txt@{det.\+txt}!regularization@{regularization}}
\index{regularization@{regularization}!det.\+txt@{det.\+txt}}
\subsubsection{regularization}
{\footnotesize\ttfamily f To use this form of regularization}



Definition at line 370 of file det.\+txt.



Referenced by alpha().

