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cheat-sheet.tex
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cheat-sheet.tex
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%%%%%%%%%%%%%%%%%%%%%%%% editor.tex %%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% sample root file for the contributions of a "contributed volume"
%
% Use this file as a template for your own input.
%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%% Springer %%%%%%%%%%%%%%%%%%%%%%%%%%
% RECOMMENDED %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%\documentclass[graybox, envcountchap, twocolumn]{styles/svmult}
\documentclass[graybox, envcountchap]{styles/svmult}
%\documentclass{book}
% general metadata:
\author{onerhao@gmail.com}
\title{Artificial Intelligence Cheat Sheet}
%\subtitle{Inference,equations, diagrams and tricks in machine learning,data mining,control}
% choose options for [] as required from the list
% in the Reference Guide
\usepackage{amssymb,amsmath,bm}
\DeclareMathAlphabet{\mathcal}{OMS}{cmsy}{m}{n}
\usepackage{textcomp}
\newcommand\abs[1]{\left\lvert#1\right\rvert}
\usepackage{longtable}
\usepackage[linesnumbered,ruled,vlined]{algorithm2e}
\usepackage{tocbibind}
\usepackage[toc]{multitoc}
\renewcommand{\bibname}{References}
\usepackage{mathptmx} % selects Times Roman as basic font
\usepackage{helvet} % selects Helvetica as sans-serif font
\usepackage{courier} % selects Courier as typewriter font
%\usepackage{type1cm} % activate if the above 3 fonts are
% not available on your system
\usepackage{makeidx} % allows index generation
\usepackage{graphicx} % standard LaTeX graphics tool
% when including figure files
\usepackage{grffile} % check for known file extensions
% (option multidot, enabled by default)
\usepackage{sidecap} % caption on the side of a float
%\usepackage[justification=centering]{caption}
\usepackage{subfig}
\usepackage{multicol} % used for the two-column index
\usepackage{multirow}
\usepackage[bottom]{footmisc}% places footnotes at page bottom
\usepackage[bookmarksnumbered=true,
bookmarksopen=true,
colorlinks=true,
linkcolor=blue,
anchorcolor=blue,
citecolor=blue
]{hyperref}
\graphicspath{{figures/}}
% see the list of further useful packages in the Reference Guide
\makeindex % used for the subject index
% please use the style svind.ist with
% your makeindex program
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%\theoremstyle{definition}
%\newtheorem{definition}{Definition}[section]
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{document}
\frontmatter%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%\include{titlepage}
%\include{dedic}
%\include{foreword}
%\include{preface}
%\include{acknow}
\tableofcontents
%\include{cblist}
%\include{acronym}
\include{prml/notation}
\mainmatter%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%\include{part}
\include{prml/Introduction}
\include{prml/ProbabilityAndStatistics}
\include{prml/GenerativeModels}
\include{prml/GaussianModels}
\include{prml/BayesianStatistics}
%\include{prml/FrequentistStatistics}
\include{prml/LinearRegression}
\input{"prml/Linear Models for Classification"}
\input{"prml/Neural Networks"}
%\input{"ml/Directed graphical models (Bayes nets)"}
\input{"prml/Sparse Kernel Machines"}
\input{"prml/Graphical Models"}
\input{"prml/Mixture models and EM"}
\input{"prml/Continuous Latent Variables"}
\input{"prml/Sequential Data"}
\input{"prml/Combining Models"}
%\include{ml/LatentLinearModels}
%\include{ml/chapterSparseLinearModels}
%\include{ml/Kernels}
%\include{ml/GaussianProcesses}
%\input{"ml/Adaptive basis function models"}
%\input{"ml/Hidden markov Model"}
%\include{ml/chapterSSM}
%\include{ml/chapterUGM}
%\include{ml/chapterExactInferenceForGraphicalModels}
%\include{ml/chapterVariationalInference}
%\include{ml/chapterMoreVariationalInference}
%\include{ml/chapterMonteCarloInference}
%\include{ml/chapterMCMC}
%\include{ml/chapterClustering}
%\include{ml/chapterStructureLearning}
%\input{"ml/Latent variable models for discrete data"}
%\input{"ml/Deep learning"}
%
\backmatter%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\appendix
\include{prml/MatrixDecomposition}
\include{prml/Optimization}
\include{glossary}
\printindex
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\end{document}