131 lines
2.8 KiB
TeX
131 lines
2.8 KiB
TeX
\documentclass[12pt]{book}
|
|
|
|
\input{header}
|
|
|
|
\newcommand{\includechapter}[1]{%
|
|
\graphicspath{{#1/lecture/}{#1/lecture/figures/}{#1/images/}}%
|
|
\setcodepath{#1/code}%
|
|
\renewcommand{\texinputpath}{#1/lecture/}%
|
|
\include{#1/lecture/#1}%
|
|
}
|
|
|
|
%\includeonly{regression/lecture/regression}
|
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
\begin{document}
|
|
|
|
\selectlanguage{english}
|
|
|
|
\hypersetup{pageanchor=false}
|
|
\maketitle
|
|
\hypersetup{pageanchor=true}
|
|
|
|
\frontmatter
|
|
|
|
\clearpage
|
|
\tableofcontents
|
|
|
|
\clearpage
|
|
\listoffigures
|
|
|
|
\clearpage
|
|
\lstlistoflistings
|
|
|
|
\clearpage
|
|
\listofexercisefs
|
|
|
|
\clearpage
|
|
\listofiboxfs
|
|
|
|
|
|
\mainmatter
|
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
\part{Programming basics}
|
|
|
|
\includechapter{programming}
|
|
|
|
\includechapter{debugging}
|
|
|
|
\includechapter{plotting}
|
|
|
|
\includechapter{codestyle}
|
|
|
|
\includechapter{designpattern}
|
|
|
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
\part{Data analysis}
|
|
|
|
% add chapter on simulations (draw random numbers, draw random functions, euler forward, odeint)
|
|
% !!! this would be a nice and simple starter !!!
|
|
% introduces derivatives which are also needed for fitting
|
|
%\includechapter{simulations}
|
|
|
|
\includechapter{statistics}
|
|
|
|
% add chapter on statistical tests
|
|
|
|
\includechapter{bootstrap}
|
|
|
|
\includechapter{regression}
|
|
|
|
% add chapter on generalized linear models (versus ANOVA)
|
|
|
|
% add chapter on nonlinear fitting (methods, initial values, local minima)
|
|
|
|
\includechapter{likelihood}
|
|
|
|
\includechapter{pointprocesses}
|
|
|
|
% add chapter on time series (amplitude distribution, autocorrelation, crosscorrelation)
|
|
|
|
%\includechapter{spectral}
|
|
|
|
% add chapter on digital filtering
|
|
|
|
% add chapter on event detection, signal detection, ROC
|
|
|
|
% add chapter on mutual information
|
|
|
|
% add chapters on linear algebra, PCA, clustering
|
|
|
|
% add chapter on simple machine learning
|
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
|
%\part{Tools}
|
|
% Latex
|
|
% markdown
|
|
% Makefile
|
|
% version control (git and github) only put source files into repository!
|
|
% distributed computing (ssh and grid engines)
|
|
% data handling (structure, data bases, storage (rsync), backup)
|
|
% data annotation, meta data
|
|
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
\appendix
|
|
\addtocontents{toc}{\setcounter{tocdepth}{0}}
|
|
|
|
%\chapter{Cheat-Sheet}
|
|
|
|
%%%% solutions: %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
% \printallsolutions
|
|
|
|
%%%% indices: %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
|
\backmatter
|
|
|
|
\printindex[enterm]
|
|
|
|
\selectlanguage{ngerman}
|
|
\printindex[determ]
|
|
\selectlanguage{english}
|
|
|
|
%\setindexprenote{Some explanations.}
|
|
%\printindex[pcode]
|
|
\printindex[mcode]
|
|
|
|
\end{document}
|