\section{/var/www/mlpack.ratml.\+org/mlpack.org/\+\_\+src/mlpack-\/3.3.2/src/mlpack/methods/ann/activation\+\_\+functions/softplus\+\_\+function.hpp File Reference}
\label{softplus__function_8hpp}\index{/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/3.\+3.\+2/src/mlpack/methods/ann/activation\+\_\+functions/softplus\+\_\+function.\+hpp@{/var/www/mlpack.\+ratml.\+org/mlpack.\+org/\+\_\+src/mlpack-\/3.\+3.\+2/src/mlpack/methods/ann/activation\+\_\+functions/softplus\+\_\+function.\+hpp}}
Include dependency graph for softplus\+\_\+function.\+hpp\+:
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\includegraphics[width=350pt]{softplus__function_8hpp__incl}
\end{center}
\end{figure}
This graph shows which files directly or indirectly include this file\+:
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\includegraphics[width=350pt]{softplus__function_8hpp__dep__incl}
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\subsection*{Classes}
\begin{DoxyCompactItemize}
\item 
class \textbf{ Softplus\+Function}
\begin{DoxyCompactList}\small\item\em The softplus function, defined by. \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{Detailed Description}
\begin{DoxyAuthor}{Author}
Vivek Pal
\end{DoxyAuthor}
Definition and implementation of the softplus function as described by Charles Dugas, Yoshua Bengio, Franc¸ois Belisle, Claude Nadeau \& Rene Garcia.

For more information, please see the following paper\+:


\begin{DoxyCode}
@inproceedings\{Dugas2001,
  author    = \{Dugas, Charles and Bengio, Yoshua and Belisle, Francois and
               Nadeau, Claude and Garcia, Rene\},
  title     = \{Incorporating Second-Order Functional Knowledge \textcolor{keywordflow}{for} Better
               Option Pricing\},
  booktitle = \{Advances in Neural Information Processing Systems\},
  year      = \{2001\}
\}
\end{DoxyCode}


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.