<commit_before>
\documentclass{article}
\input{myinclude}
\usepackage[numbers]{natbib}

\begin{document}

\title{svm<P,K,D>}
\maketitle

\section*{Description}

\texttt{svm<P,K,D>} implements the Support Vector Machine. 

\section*{Example}
\section*{Definition}

Defined in the KML header \href{\kmlsvnroot/kml/svm.hpp}{kml/svm.hpp}.

\section*{Template Parameters}
\section*{Model of}
\section*{Type requirements}
\section*{Public Base Classes}
\section*{Members}
\section*{Notes}
\section*{See also}

\bibliographystyle{unsrtnat}
\bibliography{/home/rutger/documents/bibliography/references}
\end{document}<commit_msg>Added references to the svm doc<commit_after>
\documentclass{article}
\input{myinclude}
\usepackage[numbers]{natbib}

\begin{document}

\title{svm<P,K,D>}
\maketitle

\section*{Description}

\texttt{svm<P,K,D>} implements the Support Vector Machine. A number of implementations
is available \cite{cauwenberghs00incremental,platt99fast,engel02sparse,ma03accurate}. At the moment we have
different classes for batch and on-line operation, our goal is to 
merge them to one class that automatically deploys the most suited algorithm. 

\section*{Example}
\section*{Definition}


SMO is defined in the KML header \href{\kmlsvnroot/kml/svm.hpp}{kml/svm.hpp}.\\
\noindent AOSVR is defined in the KML header \href{\kmlsvnroot/kml/online_svm.hpp}{kml/online_svm.hpp}.

\section*{Template Parameters}
\section*{Model of}
\section*{Type requirements}
\section*{Public Base Classes}
\section*{Members}
\section*{Notes}
\section*{See also}

\bibliographystyle{unsrtnat}
\bibliography{/home/rutger/documents/bibliography/references}
\end{document}
{'fraction_non_alphanumeric': 0.13474320241691842, 'fraction_numerical': 0.004833836858006042, 'mean_word_length': 6.2314410480349345, 'pattern_counts': {'":': 0, '<': 7, '<?xml version=': 0, '>': 7, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '880475', 'n_tokens_mistral': 595, 'n_tokens_neox': 550, 'n_words': 126}