Vol3.tex

\documentclass[nociteref]{SIAM-GH-book}

% See command.tex for all package imports, environments, and special commands.
\input{command}

\makeindex

\begin{document} % ============================================================

\thispagestyle{empty} % Book cover and Front matter ---------------------------

\begin{center}
{\huge \bf Labs for Foundations of Applied Mathematics} \\
\vspace{5mm}
{\Large \bf Volume III: Modeling with Uncertainty and Data}
\vspace{20mm}

\includegraphics[scale = .25]{Cover}
\end{center}
\frontmatter

\include{contributors}

\begin{thepreface} % Preface --------------------------------------------------

This lab manual is designed to accompany the textbook \emph{Foundations of Applied Mathematics} by Humpherys and Jarvis.

\vfill
\copyright{This work is licensed under the Creative Commons Attribution 3.0 United States
License.  You may copy, distribute, and display this copyrighted work only if you give
credit to Dr.~J.~Humpherys. All derivative works must include an attribution to Dr.~J.~Humpherys as the owner of this work as well as the web address to
\\\centerline{\url{https://github.com/Foundations-of-Applied-Mathematics/Labs}}\\as the original source of this work.
\\To view a copy of the Creative Commons Attribution 3.0 License, visit
\\\centerline{\url{http://creativecommons.org/licenses/by/3.0/us/}} or send a letter to Creative Commons, 171 Second Street, Suite 300, San Francisco, California, 94105, USA.}

\vfill
\centering\includegraphics[height=1.2cm]{by}
\vfill
\end{thepreface}

\setcounter{tocdepth}{1}
\tableofcontents

\mainmatter % LABS ============================================================

\part{Labs} % -----------------------------------------------------------------
\subimport{./Vol3A/UnixShell1/}{shell1.tex}
\subimport{./Vol3A/UnixShell2/}{shell2.tex}
\subimport{./Vol3A/RegexBasic/}{RegexBasic}
\subimport{./Vol3A/SQL1/}{SQL1}
\subimport{./Vol3A/SQL2/}{SQL2}
\subimport{./Vol3A/Pandas1/}{Pandas1}
\subimport{./Vol3A/Pandas2/}{Pandas2}
\subimport{./Vol3A/Pandas3/}{Pandas3}
\subimport{./Vol3A/Bokeh/}{bokeh}

\subimport{./Vol3B/WebTech1-Serialization/}{WebTech1}
\subimport{./Vol3B/WebTech2-InternetProtocol/}{WebTech2}
\subimport{./Vol3B/WebScraping1/}{WebScraping1}
\subimport{./Vol3B/WebScraping2/}{WebScraping2}
\subimport{./Vol3B/PandasIV/}{pandasIV}
\subimport{./Vol3B/MongoDB/}{MongoDB}
% MPI
% Hadoop
% Spark

\part{Machine Learning Algorithms} % ------------------------------------------
\subimport{./MachineLearning/KalmanFilter/}{KalmanFilter}
\subimport{./MachineLearning/ARMA/}{ARMA}
\subimport{./MachineLearning/HMM/}{HMM}
\subimport{./MachineLearning/GMM/}{GMM}
\subimport{./MachineLearning/CDHMM/}{CDHMM}
\subimport{./MachineLearning/LDA/}{LDA}
\subimport{./MachineLearning/Metropolis/}{Metropolis}
\subimport{./MachineLearning/PCA-LSI/}{PCA-LSI}
\subimport{./MachineLearning/NaiveBayes/}{NaiveBayes}
\subimport{./MachineLearning/LogisticRegression/}{LogisticRegression}
\subimport{./MachineLearning/CART/}{CART}
\subimport{./MachineLearning/RandomForest/}{RandomForest}
\subimport{./MachineLearning/KNN-SVM/}{KNN-SVM}

\end{document}