From 0dfdf5c49b160d464b74a9cae8882ea81cc47878 Mon Sep 17 00:00:00 2001
From: Karl Berry
Date: Fri, 18 Jun 2010 23:21:28 +0000
Subject: new latex package jmlr 1.06 (18jun10)
git-svn-id: svn://tug.org/texlive/trunk@19046 c570f23f-e606-0410-a88d-b1316a301751
---
Master/texmf-dist/doc/latex/jmlr/CHANGES | 58 +
Master/texmf-dist/doc/latex/jmlr/INSTALL | 69 +
Master/texmf-dist/doc/latex/jmlr/README | 67 +
Master/texmf-dist/doc/latex/jmlr/jmlr-manual.html | 4505 ++++++++++++++++++++
Master/texmf-dist/doc/latex/jmlr/jmlr-manual.tex | 1455 +++++++
Master/texmf-dist/doc/latex/jmlr/jmlr-manual0x.png | Bin 0 -> 487 bytes
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Master/texmf-dist/doc/latex/jmlr/jmlr-manual3x.png | Bin 0 -> 576 bytes
Master/texmf-dist/doc/latex/jmlr/jmlr.pdf | Bin 0 -> 683588 bytes
.../doc/latex/jmlr/sample-books/bookLogo-gray.png | Bin 0 -> 2456 bytes
.../doc/latex/jmlr/sample-books/bookLogo.png | Bin 0 -> 2241 bytes
.../latex/jmlr/sample-books/jmlrbook-sample.tex | 233 +
.../doc/latex/jmlr/sample-books/paper1/paper1.bib | 19 +
.../doc/latex/jmlr/sample-books/paper1/paper1.tex | 83 +
.../doc/latex/jmlr/sample-books/paper2/paper2.bib | 19 +
.../doc/latex/jmlr/sample-books/paper2/paper2.tex | 60 +
.../doc/latex/jmlr/sample-books/paper3/paper3.bib | 19 +
.../doc/latex/jmlr/sample-books/paper3/paper3.tex | 51 +
.../doc/latex/jmlr/sample-books/paper4/paper4.bib | 19 +
.../doc/latex/jmlr/sample-books/paper4/paper4.tex | 51 +
.../latex/jmlr/sample-books/proceedings-sample.tex | 67 +
.../jmlr/sample-papers/images/circle-gray.png | Bin 0 -> 1416 bytes
.../doc/latex/jmlr/sample-papers/images/circle.jpg | Bin 0 -> 6743 bytes
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.../jmlr/sample-papers/images/square-gray.png | Bin 0 -> 157 bytes
.../doc/latex/jmlr/sample-papers/images/square.png | Bin 0 -> 157 bytes
.../latex/jmlr/sample-papers/images/teximage.tex | 4 +
.../doc/latex/jmlr/sample-papers/jmlr-sample.bib | 19 +
.../doc/latex/jmlr/sample-papers/jmlr-sample.tex | 752 ++++
.../latex/jmlr/sample-papers/jmlrwcp-sample.tex | 752 ++++
32 files changed, 8302 insertions(+)
create mode 100644 Master/texmf-dist/doc/latex/jmlr/CHANGES
create mode 100644 Master/texmf-dist/doc/latex/jmlr/INSTALL
create mode 100644 Master/texmf-dist/doc/latex/jmlr/README
create mode 100644 Master/texmf-dist/doc/latex/jmlr/jmlr-manual.html
create mode 100644 Master/texmf-dist/doc/latex/jmlr/jmlr-manual.tex
create mode 100644 Master/texmf-dist/doc/latex/jmlr/jmlr-manual0x.png
create mode 100644 Master/texmf-dist/doc/latex/jmlr/jmlr-manual1x.png
create mode 100644 Master/texmf-dist/doc/latex/jmlr/jmlr-manual2x.png
create mode 100644 Master/texmf-dist/doc/latex/jmlr/jmlr-manual3x.png
create mode 100644 Master/texmf-dist/doc/latex/jmlr/jmlr.pdf
create mode 100644 Master/texmf-dist/doc/latex/jmlr/sample-books/bookLogo-gray.png
create mode 100644 Master/texmf-dist/doc/latex/jmlr/sample-books/bookLogo.png
create mode 100644 Master/texmf-dist/doc/latex/jmlr/sample-books/jmlrbook-sample.tex
create mode 100644 Master/texmf-dist/doc/latex/jmlr/sample-books/paper1/paper1.bib
create mode 100644 Master/texmf-dist/doc/latex/jmlr/sample-books/paper1/paper1.tex
create mode 100644 Master/texmf-dist/doc/latex/jmlr/sample-books/paper2/paper2.bib
create mode 100644 Master/texmf-dist/doc/latex/jmlr/sample-books/paper2/paper2.tex
create mode 100644 Master/texmf-dist/doc/latex/jmlr/sample-books/paper3/paper3.bib
create mode 100644 Master/texmf-dist/doc/latex/jmlr/sample-books/paper3/paper3.tex
create mode 100644 Master/texmf-dist/doc/latex/jmlr/sample-books/paper4/paper4.bib
create mode 100644 Master/texmf-dist/doc/latex/jmlr/sample-books/paper4/paper4.tex
create mode 100644 Master/texmf-dist/doc/latex/jmlr/sample-books/proceedings-sample.tex
create mode 100644 Master/texmf-dist/doc/latex/jmlr/sample-papers/images/circle-gray.png
create mode 100644 Master/texmf-dist/doc/latex/jmlr/sample-papers/images/circle.jpg
create mode 100644 Master/texmf-dist/doc/latex/jmlr/sample-papers/images/nodes-gray.png
create mode 100644 Master/texmf-dist/doc/latex/jmlr/sample-papers/images/nodes.png
create mode 100644 Master/texmf-dist/doc/latex/jmlr/sample-papers/images/square-gray.png
create mode 100644 Master/texmf-dist/doc/latex/jmlr/sample-papers/images/square.png
create mode 100644 Master/texmf-dist/doc/latex/jmlr/sample-papers/images/teximage.tex
create mode 100644 Master/texmf-dist/doc/latex/jmlr/sample-papers/jmlr-sample.bib
create mode 100644 Master/texmf-dist/doc/latex/jmlr/sample-papers/jmlr-sample.tex
create mode 100644 Master/texmf-dist/doc/latex/jmlr/sample-papers/jmlrwcp-sample.tex
(limited to 'Master/texmf-dist/doc/latex/jmlr')
diff --git a/Master/texmf-dist/doc/latex/jmlr/CHANGES b/Master/texmf-dist/doc/latex/jmlr/CHANGES
new file mode 100644
index 00000000000..9a42b677437
--- /dev/null
+++ b/Master/texmf-dist/doc/latex/jmlr/CHANGES
@@ -0,0 +1,58 @@
+v1.06:
+
+ jmlr.cls
+
+ * Added tablecaptiontop and tablecaptionbottom class options
+
+v1.05:
+
+ jmlrbook.cls
+
+ * Added \productioneditors
+
+v1.04:
+
+ * Added Perl script makejmlrbook
+
+ jmlrbook.cls
+
+ * Added patch to fix references in print mode
+
+ * Added code to work with makejmlrbook
+
+ jmlr.cls
+
+ * Added code to work with makejmlrbook
+
+v1.03:
+ jmlrbook.cls
+
+ * Added patch to combnat
+
+ jmlr.cls
+
+ * Added \editors, \editorname and \editorsname
+
+v1.02:
+ jmlrbook.cls:
+
+ * Added \issue
+
+ jmlr.cls
+
+ * Added \jmlrissue
+
+v1.01 :
+
+ jmlrbook.cls:
+
+ * added \importpaper
+
+ * added \titlebody, \SetTitleElement and \IfTitleElement to
+ make it easier to customise the front page of the book.
+
+ jmlr.cls:
+
+ * fixed the last page anchor.
+
+v1.0 : Initial release
diff --git a/Master/texmf-dist/doc/latex/jmlr/INSTALL b/Master/texmf-dist/doc/latex/jmlr/INSTALL
new file mode 100644
index 00000000000..805c257c5b3
--- /dev/null
+++ b/Master/texmf-dist/doc/latex/jmlr/INSTALL
@@ -0,0 +1,69 @@
+INSTALLATION
+
+If you have downloaded the jmlr bundle using the TeX Directory
+Structure (TDS), that is you have downloaded the archive
+jmlr.tds.zip containing doc, tex and source directories, you need to
+follow the "Installing from TDS" instructions below.
+
+If you have downloaded the following files:
+
+jmlr.dtx
+jmlr.ins
+
+You need to follow the "Installing from DTX and INS" instructions
+below.
+
+For further information on installing LaTeX packages see:
+
+http://www.tex.ac.uk/cgi-bin/texfaq2html?label=installthings
+
+INSTALLING FROM TDS
+===================
+
+Files in tex and doc directories should go in the corresponding
+TEXMF directories (for example, /usr/share/texmf-local/ or
+C:\localtexmf\).
+
+*Remember to refresh TeX's database*
+
+Example (on UNIX like systems):
+
+unzip jmlr.tds.zip -d ~/texmf/
+texhash ~/texmf/
+
+Move the makejmlrbook Perl script from scripts/jmlr/ to somewhere
+on your path. If you are using Windows, you will also need to
+move makejmlrbook.bat to the same location.
+
+INSTALLING FROM DTX AND INS
+===========================
+
+Run LaTeX on jmlr.ins to generate jmlr.cls and jmlrbook.cls:
+
+latex jmlr.ins
+
+To create the documentation (jmlr.pdf):
+
+pdflatex jmlr.dtx
+makeindex -s gind.ist jmlr.idx
+makeindex -s gglo.ist -o jmlr.gls jmlr.glo
+pdflatex jmlr.dtx
+pdflatex jmlr.dtx
+
+If TEXMF denotes the base directory of your local TeX installation (e.g.
+/usr/share/texmf-local/ or C:\localtexmf\) then create the following
+directories (if they don't already exist):
+
+TEXMF/doc/latex/jmlr
+TEXMF/tex/latex/jmlr
+
+Move the documentation to TEXMF/doc/latex/jmlr/
+
+Move jmlr.cls and jmlrbook.cls to TEXMF/tex/latex/jmlr/
+
+*Remember to refresh TeX's database*
+
+Move the makejmlrbook Perl script to somewhere on your path. If
+you are using Windows, you will also need to move makejmlrbook.bat
+to the same location.
+
diff --git a/Master/texmf-dist/doc/latex/jmlr/README b/Master/texmf-dist/doc/latex/jmlr/README
new file mode 100644
index 00000000000..2dce9e7f235
--- /dev/null
+++ b/Master/texmf-dist/doc/latex/jmlr/README
@@ -0,0 +1,67 @@
+LaTeX Class : jmlr bundle v1.06
+
+Last Modified : 2010-06-17
+
+Author : Nicola L. C. Talbot
+
+This bundle provides:
+
+ * jmlr class
+ * jmlrbook class
+ * makejmlrbook Perl script
+
+The jmlr class is a LaTeX2e class for articles for the Journal of
+Machine Learning Research (JMLR) or for the JMLR Workshop and
+Conference Proceedings (JMLR W&CP). It is designed as a replacement
+for both jmlr2e.sty and jmlrwcp2e.sty.
+
+The jmlrbook class is a LaTeX2e class that can be used to combine
+articles written using the jmlr class into a book. The jmlrbook
+class uses the combine class and the hyperref package to produce
+either a colour hyperlinked book for on-line viewing or a greyscale
+nonhyperlinked book for printing.
+
+The makejmlrbook Perl script can be used to create the hyperlinked and
+nonhyperlinked PDFs of a document using the jmlrbook class. It can also
+create a set of HTML files that list the included papers with links
+to their abstracts and the individual articles as PDFs.
+
+INSTALLATION
+
+See INSTALL file for installation instructions.
+
+REQUIREMENTS
+
+jmlr class requirements:
+
+ KOMA-Script
+ xcolor
+ amsmath
+ amssymb
+ natbib
+ graphicx
+ url
+ algorithm2e
+
+jmlrbook class requirements:
+
+ jmlr
+ combine
+ hyperref
+ xkeyval
+ combnat
+ setspace
+
+makejmlrbook Perl script requirements:
+
+ Perl
+ TeX4ht
+
+LICENCE
+
+This material is subject to the LaTeX Project Public License.
+See http://www.ctan.org/tex-archive/help/Catalogue/licenses.lppl.html
+for the details of that license.
+
+Author's home page: http://theoval.cmp.uea.ac.uk/~nlct/
+
diff --git a/Master/texmf-dist/doc/latex/jmlr/jmlr-manual.html b/Master/texmf-dist/doc/latex/jmlr/jmlr-manual.html
new file mode 100644
index 00000000000..31e5052a65e
--- /dev/null
+++ b/Master/texmf-dist/doc/latex/jmlr/jmlr-manual.html
@@ -0,0 +1,4505 @@
+
+
+
+
+LaTeX2εClasses for the Journal of Machine Learning Research
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
LATEX2ε Classes for the Journal of Machine
+Learning Research
+
+
2010-06-17 (version 1.06)
+
+ Contents
+
+
+
+ 1 Introduction
+The jmlr class is for articles that need to be formatted according to the Journal of
+Machine Learning Research style. This class is based on the jmlr2e and jmlrwcp2e
+packages but has been adapted to enable it to work better with the combine class to
+collate the articles into a book. §3 Guidelines for Article Authors describes how to use
+the jmlr class.
+
The jmlrbook class is for combining JMLR articles into a book. This class uses
+combine and hyperref, which are troublesome enough on their own but together are
+quite fragile. The jmlrbook class redefines some internals to get combine and hyperref
+to work together but some packages (e.g. subfig and pdfpages) are likely to
+mess everything up and cause errors. This is why the guidelines to authors are
+fairly stringent and why jmlr will give an error message if certain packages are
+loaded.
+The jmlrbook class works best with PDFLATEX so authors should ensure that their
+articles can compile with PDFLATEX. §4 Guidelines for Production Editors describes
+how to use the jmlrbook class.
+
The makejmlrbook Perl script can be used to make a book that uses the jmlrbook
+class. In addition to creating the print and online versions of the book, it will
+compile the individual articles, running BibTEX where necessary, and create a
+set of HTML files containing a list of all the articles imported into the book
+along with links to the abstracts and PDFs of the individual articles. §4.6
+Creating the Book Using makejmlrbook describes how to use the makejmlrbook
+application.
+
+
+Top
2 Required Packages
+The jmlr class is based on the scrartcl class and loads the following packages:
+amsmath, amssymb, natbib, url, graphicx and algorithm2e. Note that unlike the
+jmlr2e and jmlrwcp2e packages, this class file does not load the obsolete epsfig
+package.
+
The jmlrbook class additionally loads the combine class and the following packages:
+hyperref, xkeyval, combnat and setspace.
+
The makejmlrbook script requires Perl, TEX and TEX4ht.
+
+
+
+
+
+Top
3 Guidelines for Article Authors
+Article authors should use the jmlr class. This class comes with example files
+jmlr-sample.tex and jmlrwcp-sample.tex, which can be used as templates.
+
The following class options are available:
+
-
+nowcp
- The article is for the Journal of Machine Learning Research (default).
+
-
+wcp
- The article is for JMLR Workshop and Conference Proceedings.
+
-
+color
- Color version (see §3.11 Color vs Grayscale).
+
-
+gray
- Grayscale version (see §3.11 Color vs Grayscale).
+
-
+tablecaptiontop
- in a table environment, \floatconts puts the caption at the top.
+
-
+tablecaptionbottom
- in a table environment, \floatconts puts the caption at the
+ bottom.
+
+
+Top
3.1 Title Information
+The jmlr class uses different syntax from jmlr2e and jmlrwcp2e to specify the title
+information. In particular, it doesn’t define \jmlrheading and \ShortHeading. Instead,
+the following commands should be used:
+
\jmlrvolume \jmlrvolume{⟨number⟩}
+
+This specifies the volume number. For example:
+
+
+
+
+
+\jmlrvolume{2}
+
+
+
\jmlryear \jmlryear{⟨year⟩}
+
+This specifies the year. For example:
+
+
+
+
+
+\jmlryear{2010}
+
+
+
\jmlrsubmitted \jmlrsubmitted{⟨date⟩}
+
+This specifies the submission date.
+
\jmlrpublished \jmlrpublished{⟨date⟩}
+
+This specifies the publication date.
+
\jmlrworkshop \jmlrworkshop{⟨title⟩}
+
+This specifies the workshop title (for use with the wcp class option).
+
The title information is specified using the commands described below. These
+commands should typically go in the preamble. As with most class files, The title itself
+is produced using
+
+
+This command should go after \begin{document}. For example:
+
+
+
+
+
+\begin{document}
+
\maketitle
+
+ Before \maketitle, you must specify the title information using the following
+commands:
+
\title \title[⟨short title⟩]{⟨title⟩}
+
+This specifies the article’s title. A short title for the page header can be supplied via the
+optional argument ⟨short title⟩.
+
+
+This specifies the editor’s name. If there is more than one editor, use:
+
\editors \editors{⟨names⟩}
+
+
\author \author{⟨author specs⟩}
+
+This specifies the author. The specifications ⟨author specs⟩ are a bit different to jmlr2e
+and jmlrwcp2e. Use
+
\Name \Name{⟨author’s name⟩}
+
+to specify the author’s name. Note that if the surname contains a space it must be
+grouped (enclosed in braces {}). Similarly if the initial letter of each forename is a
+diacritic it must be grouped. (See below for examples.)
+
\Email \Email{⟨author’s email⟩}
+
+This specifies the author’s email address. It should only be used within the argument to
+\author.
+
+
+This should be used to separate two authors with the same address.
+
+
+This should be used to separate authors with different addresses.
+
+
+This should be used before an author’s address or between authors with the same
+address where there are more that two authors.
+
+
+This should be used at the start of the address.
+
+
+
+
+
-
+Example 1
- Two authors with the same address:
+
+
+
+
+ \author{\Name{Jane Doe} \Email{abc@sample.com}\and
+
\Name{John {Basey Fisher}} \Email{xyz@sample.com}\\
+
\addr Address}
+
+ In this example, the second author has a space in his surname so the surname
+ needs to be grouped.
+
-
+Example 2
- Three authors with the same address:
+
+
+
+
+ \author{\Name{Fred Arnold {de la Cour}} \Email{an1@sample.com}\\
+
\Name{Jack Jones} \Email{an3@sample.com}\\
+
\Name{{\’E}louise {\’E}abhla Finchley} \Email{an2@sample.com}\\
+
\addr Address}
+
+ In this example, the third author has an accent on her forename initials so
+ grouping is required.
+
-
+Example 3
- Authors with a different address:
+
+
+
+
+ \author{\Name{John Smith} \Email{abc@sample.com}\\
+
\addr Address 1
+
\AND
+
\Name{May Brown} \Email{xyz@sample.com}\\
+
\addr Address 2
+
}
+
+
+
+
+Top
3.2 Font Changing Commands
+Use the LATEX2ε font changing commands, such as \bfseries or \textbf{⟨text⟩},
+rather than the obsolete LATEX2.09 commands, such as \bf.
+
+
+This will typeset ⟨address⟩ in a typewriter font. Special characters, such as ~, are
+correctly displayed. Example:
+
+
+
+
+
+\url{http://theoval.cmp.uea.ac.uk/~nlct/}
+
+
+
\mailto \mailto{⟨email address⟩}
+
+This will typeset the given email address in a typewriter font. Note that this is not the
+same as \Email, which should only be used in the argument of \author.
+
+
+Top
3.3 Structure
+
abstract \begin{abstract}⟨text⟩\end{abstract}
+
+The abstract text should be displayed using the abstract environment.
+
keywords \begin{keywords}⟨keyword list⟩\end{keywords}
+
+The keywords should be displayed using the keywords environment.
+
+
+This displays the acknowledgements.
+
\section \section{⟨title⟩}
+
+Section titles are created using \section. The heading is automatically numbered and
+can be cross-referenced using \label and \ref. Unnumbered sections can be produced
+using:
+
\section* \section*{⟨title⟩}
+
+
\subsection \subsection{⟨title⟩}
+
+Sub-section titles are created using \subsection. Unnumbered sub-sections can be
+produced using:
+
\subsection* \subsection*{⟨title⟩}
+
+
\subsubsection \subsubsection{⟨title⟩}
+
+Sub-sub-section titles are created using \subsubsection. Unnumbered sub-sub-sections
+can be produced using:
+
+
+
+
\subsubsection* \subsubsection*{⟨title⟩}
+
+
Further sectioning levels can be obtained using \paragraph and \subparagraph, but
+these are unnumbered with running heads.
+
+
+Use \appendix to switch to the appendices. This changes \section to produce an
+appendix. Example:
+
+
+
+
+
+\appendix
+
\section{Proof of Theorems}
+
+
+
+
+Top
3.4 Citations and Bibliography
+The jmlr class automatically loads natbib and sets the bibliography style to plainnat.
+References should be stored in a .bib file.
+
\bibliography \bibliography{⟨bib file⟩}
+
+This displays the bibliography.
+
\citep \citep[⟨pre note⟩][⟨post note⟩]{⟨label⟩}
+
+Use \citep for a parenthetical citation.
+
\citet \citet[⟨note⟩]{⟨label⟩}
+
+Use \citet for a textual citation.
+
See the natbib documentation for further details.
+
+
+Top
3.5 Figures and Tables
+Floats, such as figures, tables and algorithms, are moving objects and are
+supposed to float to the nearest convenient location. Please don’t force them
+to go in a particular place. In general it’s best to use the htbp specifier and
+don’t put the float in the middle of a paragraph (that is, make sure there’s a
+paragraph break above and below the float). Floats are supposed to have a
+little extra space above and below them to make them stand out from the
+rest of the text. This extra space is put in automatically and shouldn’t need
+modifying.
+
To ensure consistency, please don’t try changing the format of the caption by doing
+something like:
+
+
+
+
+
+\caption{\textit{A Sample Caption.}}
+
+ or
+
+
+
+
+
+\caption{\em A Sample Caption.}
+
+ You can, of course, change the font for individual words or phrases. For example:
+
+
+
+
+
+\caption{A Sample Caption With Some \emph{Emphasized Words}.}
+
+
+
The jmlr class provides the following command for displaying the contents of a figure
+or table:
+
\floatconts \floatconts{⟨label⟩}{⟨caption command⟩}{⟨contents⟩}
+
+This ensures that the caption is correctly positioned and that the contents are centered.
+For example:
+
+
+
+
+
+\begin{table}[htbp]
+
\floatconts
+
{tab:example}% label
+
{\caption{An Example Table}}% caption command
+
{%
+
\begin{tabular}{ll}
+
\bfseries Dataset & \bfseries Result\\
+
Data1 & 0.123456
+
\end{tabular}
+
}
+
\end{table}
+
+
+
The jmlr class automatically loads graphicx which defines:
+
\includegraphics \includegraphics[⟨options⟩]{⟨file name⟩}
+
+where ⟨options⟩ is a comma-separated list of options.
+
For example, suppose you have an image called mypic.png in a subdirectory called
+images:
+
+
+
+
+
+\begin{figure}[htbp]
+
\floatconts
+
{fig:example}% label
+
{\caption{An Example Figure}}% caption command
+
{\includegraphics[width=0.5\textwidth]{images/mypic}}
+
\end{figure}
+
+
+
Note that you shouldn’t specify the file extension when including the image. It’s
+helpful if you can also provide a grayscale version of color images. This should be
+labeled as the color image but with -gray immediately before the extension. (The
+extension need not be the same as that of the color image.) For example, if you
+have an image called mypic.pdf, the grayscale can be called mypic-gray.pdf,
+mypic-gray.png or mypic-gray.jpg. See §3.11 Color vs Grayscale for further
+details.
+
\includeteximage \includeteximage[⟨options⟩]{⟨file name⟩}
+
+If your image file is made up of LATEX code (e.g. tikz commands) the file can be included
+using \includeteximage. The optional argument is a key=value comma-separated list
+where the keys are a subset of those provided by \includegraphics. The main keys
+are: width, height, scale and angle.
+
+
+Top
3.5.1 Sub-Figures and Sub-Tables
+The subfig package causes a problem for jmlrbook so the jmlr class will give an error if it
+is used. Therefore the jmlr class provides its own commands for including sub-figures
+and sub-tables.
+
\subfigure \subfigure[⟨title⟩][⟨valign⟩]{⟨contents⟩}
+
+This makes a sub-figure where ⟨contents⟩ denotes the contents of the sub-figure. This
+should also include the \label. The first optional argument ⟨title⟩ indicates a caption
+for the sub-figure. By default, the sub-figures are aligned at the base. This can be
+changed with the second optional argument ⟨valign⟩, which may be one of: t (top), c
+(centred) or b (base).
+
For example, suppose there are two images files, mypic1.png and mypic2.png, in
+the subdirectory images. Then they can be included as sub-figures as follows:
+
+
+
+
+
+\begin{figure}[htbp]
+
\floatconts
+
{fig:example2}% label for whole figure
+
{\caption{An Example Figure.}}% caption for whole figure
+
{%
+
\subfigure{%
+
\label{fig:pic1}% label for this sub-figure
+
\includegraphics{images/mypic1}
+
}\qquad % space out the images a bit
+
\subfigure{%
+
\label{fig:pic2}% label for this sub-figure
+
\includegraphics{images/mypic2}
+
}
+
}
+
\end{figure}
+
+
+
\subtable \subtable[⟨title⟩][⟨valign⟩]{⟨contents⟩}
+
+This is an analogous command for sub-tables. The default value for ⟨valign⟩ is
+t.
+
+
+Top
3.6 Algorithms
+
algorithm \begin{algorithm}⟨contents⟩\end{algorithm}
+
+Enumerated textual algorithms can be displayed using the algorithm environment.
+Within this environment, use \caption to set the caption (and \label to
+cross-reference it). Within the body of the environment you can use the enumerate
+environment.
+
enumerate* \begin{enumerate*}\item ⟨text⟩…\end{enumerate*}
+
+If you want to have nested enumerate environments but you want to keep the same
+numbering throughout the algorithm, you can use the enumerate* environment,
+provided by the jmlr class. For example:
+
+
+
+
+
+\begin{enumerate*}
+
\item Set the label of vertex $s$ to 0
+
\item Set $i=0$
+
\begin{enumerate*}
+
\item \label{step:locate}Locate all unlabelled vertices
+
adjacent to a vertex labelled $i$ and label them $i+1$
+
\item If vertex $t$ has been labelled,
+
\begin{enumerate*}
+
\item[] the shortest path can be found by backtracking, and
+
the length is given by the label of $t$.
+
\end{enumerate*}
+
otherwise
+
\begin{enumerate*}
+
\item[] increment $i$ and return to step~\ref{step:locate}
+
\end{enumerate*}
+
\end{enumerate*}
+
\end{enumerate*}
+
\end{algorithm}
+
+
+
algorithm2e \begin{algorithm2e}⟨contents⟩\end{algorithm2e}
+
+Pseudo code can be displayed using the algorithm2e environment, provided by the
+algorithm2e package, which is automatically loaded. For example:
+
+
+
+
+
+\begin{algorithm2e}
+
\caption{Computing Net Activation}
+
\label{alg:net}
+
\dontprintsemicolon
+
\linesnumbered
+
\KwIn{$x_1, \ldots, x_n, w_1, \ldots, w_n$}
+
\KwOut{$y$, the net activation}
+
$y\leftarrow 0$\;
+
\For{$i\leftarrow 1$ \KwTo $n$}{
+
$y \leftarrow y + w_i*x_i$\;
+
}
+
\end{algorithm2e}
+
+
+
See the algorithm2e documentation for more details.
+
+
+Top
3.7 Description Lists
+
altdescription \begin{altdescription}{⟨widest label⟩}\item[⟨label⟩] ⟨item text⟩\end{altdescription}
+
+In addition to the standard description environment, the jmlr class also provides the
+altdescription environment. This has an argument that should be the widest label used
+in the list. For example:
+
+
+
+
+
+\begin{altdescription}{differentiate}
+
\item[add] A method that adds two variables.
+
\item[differentiate] A method that differentiates a function.
+
\end{altdescription}
+
+
+
+
+Top
3.8 Theorems, Lemmas etc
+The jmlr class provides the following theorem-like environments: theorem, example,
+lemma, proposition, remark, corollary, definition, conjecture and axiom. Within the body
+of those environments, you can use the proof environment to display the proof if need
+be. The theorem-like environments all take an optional argument, which gives the
+environment a title. For example:
+
+
+
+
+
+\begin{theorem}[An Example Theorem]
+
\label{thm:example}
+
This is the theorem.
+
\begin{proof}
+
This is the proof.
+
\end{proof}
+
\end{theorem}
+
+
+
+
+Top
3.9 Cross-Referencing
+Always use \label when cross-referencing, rather than writing the number explicitly.
+The jmlr class provides some convenience commands to assist referencing.
+These commands, described below, can all take a comma-separated list of
+labels.
+
\sectionref \sectionref{⟨label list⟩}
+
+Used to refer to a section or sections. For example, if you defined a section as
+follows:
+
+
+
+
+
+\section{Results}\label{sec:results}
+
+ you can refer to it as follows:
+
+
+
+
+
+The results are detailed in \sectionref{sec:results}.
+
+ This command may also be used for sub-sections and sub-sub-sections.
+
\appendixref \appendixref{⟨label list⟩}
+
+Used to refer to an appendix or multiple appendices.
+
\equationref \equationref{⟨label list⟩}
+
+Used to refer to an equation or multiple equations.
+
\tableref \tableref{⟨label list⟩}
+
+Used to refer to a table or multiple tables. This can also be used for sub-tables where
+the main table number is also required.
+
\subtabref \subtabref{⟨label list⟩}
+
+Used to refer to sub-tables without the main table number, e.g. (a) or (b).
+
\figureref \figureref{⟨label list⟩}
+
+Used to refer to a figure or multiple figures. This can also be used for sub-figures where
+the main figure number is also required, e.g. 2(a) or 4(b).
+
\subfigref \subfigref{⟨label list⟩}
+
+Used to refer to sub-figures without the main figure number, e.g. (a) or (b).
+
\algorithmref \algorithmref{⟨label list⟩}
+
+Used to refer to an algorithm or multiple algorithms.
+
\theoremref \theoremref{⟨label list⟩}
+
+Used to refer to a theorem or multiple theorems.
+
\lemmaref \lemmaref{⟨label list⟩}
+
+Used to refer to a lemma or multiple lemmas.
+
\remarkref \remarkref{⟨label list⟩}
+
+Used to refer to a remark or multiple remarks.
+
\corollaryref \corollaryref{⟨label list⟩}
+
+Used to refer to a corollary or multiple corollaries.
+
\definitionref \definitionref{⟨label list⟩}
+
+Used to refer to a definition or multiple definitions.
+
+
+
+
\conjectureref \conjectureref{⟨label list⟩}
+
+Used to refer to a conjecture or multiple conjectures.
+
\axiomref \axiomref{⟨label list⟩}
+
+Used to refer to an axiom or multiple axioms.
+
\exampleref \exampleref{⟨label list⟩}
+
+Used to refer to an example or multiple examples.
+
+
+Top
3.10 Mathematics
+The jmlr class loads the amsmath package so you can use any of the commands and
+environments defined in that package. A brief summary of some of the more common
+commands and environments is provided here. See the amsmath documentation for
+further details.
+
+
+In addition to the commands provided by amsmath, the jmlr class also provides the
+\set command which can be used to typeset a set. For example:
+
+
+
+
+
+The universal set is denoted $\set{U}$
+
+
+
Unnumbered single-line equations should be displayed using \[ and \]. For
+example:
+
+
+
+
+
+\[E = m c^2\]
+
+ Numbered single-line equations should be displayed using the equation environment.
+For example:
+
+
+
+
+
+\begin{equation}\label{eq:trigrule}
+
\cos^2\theta + \sin^2\theta \equiv 1
+
\end{equation}
+
+ Multi-lined numbered equations should be displayed using the align environment. For
+example:
+
+
+
+
+
+\begin{align}
+
f(x) &= x^2 + x\label{eq:f}\\
+
f’(x) &= 2x + 1\label{eq:df}
+
\end{align}
+
+ Unnumbered multi-lined equations should be displayed using the align* environment.
+For example:
+
+
+
+
+
+\begin{align*}
+
f(x) &= (x+1)(x-1)\\
+
&= x^2 - 1
+
\end{align*}
+
+ If you want to mix numbered with unnumbered lines use the align environment and
+suppress unwanted line numbers with \nonumber. For example:
+
+
+
+
+
+\begin{align}
+
y &= x^2 + 3x - 2x + 1\nonumber\\
+
&= x^2 + x + 1\label{eq:y}
+
\end{align}
+
+ An equation that is too long to fit on a single line can be displayed using the split
+environment.
+
Text can be embedded in an equation using \text{⟨text⟩} or you can use
+\intertext{⟨text⟩} to interupt a multi-line environment such as align.
+
Predefined operator names are listed in table 1. For additional operators, either
+use
+
\operatorname \operatorname{⟨name⟩}
+
+for example
+
+
+
+
+
+If $X$ and $Y$ are independent,
+
$\operatorname{var}(X+Y) =
+
\operatorname{var}(X) + \operatorname{var}(Y)$
+
+ or declare it with
+
\DeclareMathOperator \DeclareMathOperator{⟨command⟩}{⟨name⟩}
+
+
+for example
+
+
+
+
+
+\DeclareMathOperator{\var}{var}
+
+ and then use this new command:
+
+
+
+
+
+If $X$ and $Y$ are independent,
+
$\var(X+Y) = \var(X)+\var(Y)$
+
+
+
If you want limits that go above and below the operator (like \sum) use the starred
+versions (\operatorname* or \DeclareMathOperator*).
+
+
+
+
+
+
+
+
+
+
Table 1: Predefined Operator Names (taken from amsmath documentation)
+
\arccos | arccos | \deg | deg | \lg | lg | \projlim | projlim |
+
\arcsin | arcsin | \det | det | \lim | lim | \sec | sec |
+
\arctan | arctan | \dim | dim | \liminf | liminf | \sin | sin |
+
\arg | arg | \exp | exp | \limsup | limsup | \sinh | sinh |
+
\cos | cos | \gcd | gcd | \ln | ln | \sup | sup |
+
\cosh | cosh | \hom | hom | \log | log | \tan | tan |
+
\cot | cot | \inf | inf | \max | max | \tanh | tanh |
+
\coth | coth | \injlim | injlim | \min | min |
+
\csc | csc | \ker | ker | \Pr | Pr |
+
\varlimsup | ![---
+lim]() | \varinjlim | ![li-→m]() |
+
\varliminf | ![lim-]() | \varprojlim | ![lim
+←-]() |
+
+
+
+
+
+
+Top
3.11 Color vs Grayscale
+It’s helpful if authors supply grayscale versions of their articles in the event that the
+article is to be incorporated into a black and white printed book. With external PDF,
+PNG or JPG graphic files, you just need to supply a grayscale version of the file. For
+example, if the file is called myimage.png, then the gray version should be
+myimage-gray.png or myimage-gray.pdf or myimage-gray.jpg. You don’t need to
+modify your code. The jmlr class checks for the existence of the grayscale version if it is
+print mode (provided you have used \includegraphics and haven’t specified the file
+extension).
+
\ifprint \ifprint{⟨true part⟩}{⟨false part⟩}
+
+You can use \ifprint to determine which mode you are in. For example:
+
+
+
+
+
+in \figureref{fig:nodes}, the
+
\ifprint{dark gray}{purple}
+
ellipse represents an input and the
+
\ifprint{light gray}{yellow} ellipse
+
represents an output.
+
+ Another example:
+
+
+
+
+
+{\ifprint{\bfseries}{\color{red}}important text!}
+
+
+
You can use the class option gray to see how the document will appear in gray scale
+mode.
+
The xcolor class is loaded with the x11names option, so you can use any of the x11
+predefined colors (listed in the xcolor documentation).
+
+
+Top
3.12 Where To Go For Help
+If you have a LATEX query, the first place to go to is the UK TUG FAQ.
+
If you are unfamiliar or just getting started with LATEX, there’s a list of on-line introductions
+to LATEX at: http://www.tex.ac.uk/cgi-bin/texfaq2html?label=man-latex
+
There are also forums, mailing lists and newsgroups. For example, the
+LATEX Community (http://www.latex-community.org/), the texhax mailing list
+(http://tug.org/mailman/listinfo/texhax) and comp.text.tex (archives available
+at http://groups.google.com/group/comp.text.tex/).
+
Documentation for packages or classes can be found using the texdoc application.
+For example:
+
+
+
+
+
+texdoc natbib
+
+ Alternatively, you can go to http://www.ctan.org/pkg/⟨name⟩ where ⟨name⟩ is the
+name of the package. For example: http://www.ctan.org/pkg/natbib
+
For a general guide to preparing papers (regardless of whether you are using
+LATEX or a word processor), see Kate L. Turabian, “A manual for writers
+of term papers, theses, and dissertations”, The University of Chicago Press,
+1996.
+
+
+Top
4 Guidelines for Production Editors
+The jmlrbook class can be used to combine articles that use the jmlr document class
+into a book. The following sample files are provided: paper1/paper1.tex,
+paper2/paper2.tex, paper3/paper3.tex, jmlr-sample.tex, jmlrwcp-sample.tex
+and jmlrbook-sample.tex. All but the last named one are articles using the jmlr class.
+The last one (jmlrbook-sample.tex) uses the jmlrbook class file to combine the articles
+into a book. Note that no modifications are needed to the files using the jmlr class when
+they are imported into the book. They can either be compiled as stand-alone articles or
+with the entire book.
+
Before you compile the book, make sure that all the articles compile as stand-alone
+documents (and run BibTEX where necessary). You can use the makejmlrbook Perl
+script to compile the book and create associated HTML files. See §4.6 Creating the
+Book Using makejmlrbook for details.
+
+
+Top
4.1 jmlrbook Class Options
+
+
-
+nowcp
- The imported pre-published articles were published in the Journal of
+ Machine Learning Research (default).
+
-
+wcp
- The imported pre-published articles were published in the JMLR Workshop
+ and Conference Proceedings.
+
If the book has a mixture of JMLR and JMLR WCP articles, you can switch
+ between them using
+
+
+
+
+
+ and
+
+
+ Alternatively, you can set the name of the journal or conference proceedings
+ using:
+
\jmlrproceedings \jmlrproceedings{⟨short title⟩}{⟨long title⟩}
+
+
-
+color
- Color version (see §3.11 Color vs Grayscale). Use this option for the on-line
+ version with hyperlinks enabled (default).
+
-
+gray
- Grayscale version (see §3.11 Color vs Grayscale). Use this option for the print
+ version without hyperlinks.
+
-
+tablecaptiontop
- in a table environment, \floatconts puts the caption at the
+ top.
+
-
+tablecaptionbottom
- in a table environment, \floatconts puts the caption at the
+ bottom.
+
-
+letterpaper
- Set the paper size to letter (default).
+
-
+7x10
- Set the paper size to 7 × 10 inches.
+
-
+prehyperref
- The jmlrbook automatically loads the hyperref package, but some packages
+ need to be loaded before hyperref. This information can be specified using the
+ prehyperref option. This is a key=value option. For example, to load the packages
+ foo and bar before hyperref, you can do:
+
+
+
+
+ \documentclass[prehyperref={\usepackage{foo,bar}}]{jmlrbook}
+
+ or:
+
+
+
+
+
+ \documentclass[prehyperref={\usepackage{foo}\usepackage{bar}}]{jmlrbook}
+
+
+
-
+10pt
- Use 10pt as the normal text size.
+
-
+11pt
- Use 11pt as the normal text size (default).
+
-
+12pt
- Use 12pt as the normal text size.
+
+
+
+Top
4.2 The Preamble
+Any packages that the imported articles load (which aren’t automatically loaded by
+jmlr) must be loaded in the book’s preamble. For example, if one or more
+of the articles load the siunitx package, this package must be loaded in the
+book.
+
Commands that are defined in the imported articles will be local to that article
+unless they have been globally defined using \gdef or \global. Since most authors use
+\newcommand and \newenvironment (or \renewcommand and \renewenvironment) this
+shouldn’t cause a conflict if more that one article has defined the same command or
+environment. For example, in the sample files supplied, both paper1/paper1.tex
+and paper2/paper2.tex have defined the command \samplecommand using
+\newcommand. As long as this command isn’t also defined in the book, there won’t be a
+conflict.
+
\title \title[⟨PDF title⟩]{⟨book title⟩}
+
+In the book preamble, \title sets the book title and the optional argument is used for
+the PDF title, which will be displayed when the reader views the PDF file’s properties
+in their PDF viewer. (Note that in the imported articles, \title sets the article’s title
+and the optional argument sets the short title for the page header and table of
+contents.)
+
\author \author[⟨PDF author(s)⟩]{⟨book author(s)⟩}
+
+
+
+
+In the book preamble, \author sets the book’s author (or editor) and the optional
+argument is used for the PDF author, which will be displayed when the reader views
+the PDF file’s properties in their PDF viewer. (Note that in the imported articles,
+\author sets the article’s author and the optional argument sets the short author list
+for the page header.)
+
\volume \volume{⟨number⟩}
+
+This command sets the book’s volume number. Omit if the book has no volume
+number.
+
\subtitle \subtitle{⟨sub-title⟩}
+
+This command sets the book’s subtitle. Omit if the book has no sub-title.
+
\logo \logo{⟨image command⟩}
+
+This sets the book’s title image. Use \includegraphics and omit the file extension. If
+you provide a grayscale version as well as a color version, the grayscale version will be
+used for the print version of the book. (See §3.11 Color vs Grayscale for further
+details.)
+
\team \team{⟨team title⟩}
+
+This can be used to set the name of the editorial team. This command may be omitted
+if not required.
+
\productioneditor \productioneditor{⟨name⟩}
+
+This command may be used to name the production editor. The command may be
+omitted if not required.
+
See §4.4 Altering the Layout of the Main Title Page for details on how to modify the
+layout of the title page.
+
+
+Top
4.3 Main Book Commands
+All commands that are provided by the jmlr class are also available with the jmlrbook
+class, but some commands might behave differently depending on whether they are in
+the main part of the book or within the imported articles.
+
In the main part of the book you can use the following commands:
+
+
+This displays the book’s title page. Note that \maketitle has a different effect when
+used in imported articles.
+
\frontmatter \frontmatter
+
+Use this command at the start of the front matter (e.g. before the foreword or preface).
+
+
+
+This will make chapters unnumbered even if you use \chapter instead of \chapter*. It
+also sets the page style and sets the page numbering to lower case Roman
+numerals.
+
authorsignoff \begin{authorsignoff}⟨author list⟩\end{authorsignoff}
+
+This environment may be used by the author signing off at the end of a chapter such as
+the foreword. Within the environment use:
+
\Author \author{⟨details⟩}
+
+for the author’s details. More than one \Author should be used if there is more than
+one author. Example:
+
+
+
+
+
+\begin{authorsignoff}
+
\Author{Nicola Talbot\\
+
University of East Anglia}
+
\Author{Anne Author\\
+
University of No Where}
+
\end{authorsignoff}
+
+
+
signoff \begin{signoff}[⟨team name⟩]{⟨date⟩}⟨editor list⟩\end{signoff}
+
+This environment may be used by the editorial team when signing off a chapter such
+as the preface. If the optional argument is omitted, “The Editorial Team” is
+used.
+
Within the environment use:
+
\Editor \Editor{⟨details⟩}
+
+for each editor. Example:
+
+
+
+
+
+\begin{signoff}{March 2010}
+
First editor:
+
\Editor{Nicola Talbot\\
+
University of East Anglia\\
+
\mailto{N.Talbot@uea.ac.uk}}
+
Second editor:
+
\Editor{Anne Editor\\
+
University of Nowhere\\
+
\mailto{ae@sample.com}}
+
\end{signoff}
+
+
+
\tableofcontents \tableofcontents
+
+This command displays the book’s table of contents. Note that it has a different effect if
+used in an imported article.
+
+
+Use this command to switch to the book’s main matter. This will switch the chapter
+numbering back on, reset the page numbering to Arabic and set up the main page
+style.
+
\part \part[⟨short title⟩]{⟨title⟩}
+
+If used in the main part of the book, this command will start a new part and issue a
+clear double page. Note that this command has a different effect if used in an imported
+article.
+
\addtocpart \addtocpart{⟨title⟩}
+
+This adds ⟨title⟩ to the table of contents, issues a clear double page, but doesn’t display
+any text or affect the part numbering.
+
\chapter \chapter[⟨short title⟩]{⟨title⟩}
+
+This command may be used in the main body of the book but will cause an error if
+used within an imported article.
+
\section \section[⟨short title⟩]{⟨title⟩}
+
+
\subsection \subsection[⟨short title⟩]{⟨title⟩}
+
+
\subsubsection \subsubsection[⟨short title⟩]{⟨title⟩}
+
+
+
+
+
\paragraph \paragraph[⟨short title⟩]{⟨title⟩}
+
+
\subparagraph \subparagraph[⟨short title⟩]{⟨title⟩}
+
+These commands may be used in the main body of the book or within imported
+articles. In the main body of the book they need to be within a chapter and will be
+numbered according to the chapter.
+
+
+If used in the main body of the book, this will switch to the book appendices.
+Subsequent \chapter commands will produce the appendices. If used within an
+imported article, it will switch to the article appendices and won’t affect the main part
+of the book.
+
jmlrpapers \begin{jmlrpapers}⟨imported papers⟩\end{jmlrpapers}
+
+This environment must be used when importing articles. Within this environment, use
+the following commands to import articles:
+
\importpubpaper \importpubpaper[⟨label⟩]{⟨directory⟩}{⟨file⟩}{⟨pages⟩}
+
+
+This imports an article that has already been published elsewhere. The ⟨pages⟩
+argument should be the page range from the previously published version of this article.
+This may not necessarily be the same as the page range of the article in the book. The
+directory the imported file is contained in is is given by ⟨directory⟩. If the
+file is in the same directory as the book, use a dot. The file name is given by
+⟨file⟩. The article is also given a label, specified by the optional argument.
+This is ⟨directory⟩/⟨file⟩ by default. The label is used as a prefix to labels in
+the imported articles which ensures that cross-references are unique. You can
+also use this label to reference the article elsewhere in the book (see §4.3.1
+Cross-Referencing).
+
\importpaper \importpaper[⟨label⟩]{⟨directory⟩}{⟨file⟩}
+
+Imports an article that is being published in the book. The arguments are the
+same as above except that there is no page range (the page range is computed
+automatically).
+
\importarticle \importarticle[⟨label⟩]{⟨directory⟩}{⟨file⟩}
+
+This imports an article that hasn’t been published elsewhere. There is no
+page range, but the other arguments are the same as those describe above for
+\importpubpaper.
+
Example: to import a previously published paper paper1/paper1.tex and an
+unpublished paper paper2/paper2.tex:
+
+
+
+
+
+\begin{jmlrpapers}
+
\importpubpaper{paper1}{paper1}{23--45}
+
\importarticle{paper2}{paper2}
+
\end{jmlrpapers}
+
+
+
+
+Top
4.3.1 Cross-Referencing
+You can cross-reference other parts of the book using the standard \label/\ref
+mechanism, but if you want to reference something within an imported article, you
+must prefix the label with the label given when importing the article (that is, the
+optional argument to \importpubpaper, \importpaper or \importarticle). For
+example, if you want to reference a section labeled sec:results in the imported paper
+paper1/paper1.tex, you would need to do:
+
+
+
+
+
+see Section~\ref{paper1/paper1sec:results}
+
+ or
+
+
+
+
+
+see \sectionref{paper1/paper1sec:results}
+
+
+
In addition to the commands described in §3.9 Cross-Referencing, the jmlrbook class
+also provides the following cross-referencing commands:
+
\chapterref \chapterref{⟨label list⟩}
+
+Reference a chapter or chapters. The argument is a comma-separated list of
+labels.
+
\articlepageref \articlepageref{⟨label⟩}
+
+This displays the starting page number of the article whose label is given by ⟨label⟩.
+Note that this must a single label, not a list. For example:
+
+
+
+
+
+An interesting article starts on page~\articlepageref{paper1/paper1}
+
+
+
\articlepagesref \articlepagesref{⟨label⟩}
+
+This displays the page range of the article whose label is given by ⟨label⟩. Again, this
+must be a single label, not a list. This page range is unrelated to the ⟨pages⟩ argument
+of \importpubarticle.
+
\articletitleref \articletitleref{⟨label⟩}
+
+This displays the short title for the article whose label is given by ⟨label⟩. Again, this
+must be a single label, not a list.
+
\articleauthorref \articleauthorref{⟨label⟩}
+
+This displays the author list for the article whose label is given by ⟨label⟩. Again, this
+must be a single label, not a list.
+
+
+Top
4.4 Altering the Layout of the Main Title Page
+
+
+The main body of the book’s title page is given by the command \titlebody. Within
+the definition of this command, you can use:
+
\SetTitleElement \SetTitleElement{⟨element⟩}{⟨pre⟩}{⟨post⟩}
+
+where ⟨element⟩ can be: title, volume,
+issue,
+subtitle, logo, team, author, date, productioneditor. The ⟨pre⟩ and ⟨post⟩ arguments
+specify what to do before and after the element. Note that \SetTitleElement does
+nothing if that element hasn’t been set. For example, if \volume has been omitted or
+\volume{} is used, then
+
+
+
+
+
+\SetTitleElement{volume}{\mainvolumefont}{\postmainvolume}
+
+ will do nothing (so you don’t end up with Volume :).
+
\IfTitleElement \IfTitleElement{⟨element⟩}{⟨true part⟩}{⟨false part⟩}
+
+
+This does ⟨true part⟩ if ⟨element⟩ has been set otherwise it does ⟨false part⟩. For
+example, \postmainvolume is defined as:
+
+
+
+
+
+\newcommand{\postmainvolume}{%
+
\IfTitleElement{subtitle}{}{:}\par\relax
+
}
+
+ This means that it will only print a colon after the volume number if the subtitle has
+been set.
+
The default definition of \titlebody is:
+
+
+
+
+
+\newcommand{\titlebody}{%
+
\SetTitleElement{title}{\maintitlefont}{\postmaintitle}%
+
\SetTitleElement{volume}{\mainvolumefont}{\postmainvolume}%
+
\SetTitleElement{subtitle}{\mainsubtitlefont}{\postmainsubtitle}%
+
\SetTitleElement{logo}{\mainlogofont}{\postmainlogo}%
+
\SetTitleElement{team}{\mainteamfont}{\postmainteam}%
+
\SetTitleElement{author}{\mainauthorfont}{\postmainauthor}%
+
\SetTitleElement{productioneditor}{\mainproductioneditorfont}%
+
{\postmainproductioneditor}%
+
}
+
+
+
+
+Top
4.5 Potential Pitfalls
+The combine class and hyperref package are individually both easily broken by packages
+that change certain internals and they don’t ordinarily work together. The jmlrbook
+class applies patches to the internal referencing mechanism to make them work
+together, but it’s a fairly fragile alliance. Some packages are known to break it, for
+example subfig, pdfpages and geometry. This is why the jmlr class checks for known
+problem packages and generates an error message to dissuade authors from using them.
+It’s likely that there are other packages that may cause a problem and, as they are
+found, they will be added to the check list. Also, it’s possible for an author to disable
+the package checking mechanism if they are determined to use a particular
+package.
+
In the event that an article has loaded a problem package, the editors will have to
+decide whether to ask the author to change the article so that it doesn’t cause a
+problem or to make the changes themselves or to find a way of fudging things to get it
+to work. It depends on the level of LATEX expertise amongst the editors and the time
+available.
+
Another problem that can arise is when different articles use packages that conflict.
+For example, one article uses package foo and another uses package bar. Each article
+compiles okay as a stand-alone article, but when combined foo and bar conflict. Another
+problem may occur when articles load the same package but with conflicting package
+options. To reduce the chance of this occurring, the jmlr class loads some commonly
+used packages. For example, it loads the algorithm2e package with the algo2e and ruled
+options and provides the algorithm environment in addition to algorithm2e’s algorithm2e
+environment.
+
Articles that use different input encodings can also cause a problem. For
+example, if one article uses utf8 and another uses latin1. If the authors have
+
+
+
+directly entered a diacritic or ligature, such as é or æ, instead of using a
+LATEX command, such as \’e or \ae, then this will cause an error on compiling the
+book.
+The choice then is to either change all non-keyboard characters with the appropriate
+LATEX commands or to use the \inputencoding command, supplied by the inputenc
+package, to switch the encoding at the start of each article.
+
Authors who use \nonumber within an equation environment can mess up the
+hyperlinks. Remove \nonumber and change the equation environment to \[ … \] (or
+just make it a numbered equation).
+
If the article changes the graphics path using \graphicspath, jmlrbook won’t
+find the graphics if the imported articles aren’t in the same directory as the
+book.
+
+
+Top
4.6 Creating the Book Using makejmlrbook
+The makejmlrbook Perl script is designed to make it easier to produce the print and
+online versions of the book, as well as producing an HTML index of all the imported
+articles with links to the abstracts and PDFs of individual articles. Note that for
+it to work properly, the articles must be imported using \importarticle,
+\importpaper or \importpubpaper, and the imported articles must use the jmlr
+class.
+
On UNIX style systems, the script can be invoked from a terminal using:
+
+
makejmlrbook [⟨options⟩] ⟨filename⟩
+
+If that doesn’t work, or you aren’t using a UNIX style operating system, the script can
+be invoked from a terminal or command prompt using:
+
perl makejmlrbook [⟨options⟩] ⟨filename⟩
+
+The mandatory argument ⟨filename⟩ is the name of the master TEX file containing the
+book. It must use the jmlrbook class. You may omit the .tex extension. For
+example, if the file is called proceedings.tex, you can call makejmlrbook as
+follows:
+
+
+
+
+
+perl makejmlrbook proceedings
+
+ This will create the files proceedings-print.pdf (the print version) and
+proceedings-online.pdf (the online version). It will also create a directory
+(folder) called html in which the HTML files and individual article PDFs will be
+placed.
+
The options to makejmlrbook are as follows:
+
-
+–online
- Generate the color on-line version (default).
+
-
+–noonline
- Don’t generate the color on-line version.
+
-
+–print
- Generate the grayscale print version (default).
+
-
+–noprint
- Don’t generate the grayscale print version.
+
-
+–html
- Generate the HTML files and the individual article PDFs (default).
+
-
+–nohtml
- Don’t generate the HTML files and the individual article PDFs.
+
-
+–logourl ⟨url⟩
- Make the logo on the HTML index page link to ⟨url⟩.
+
-
+–batchtex
- Run TEX in batch mode.
+
-
+–nobatchtex
- Don’t run TEX in batch mode (default).
+
-
+–quieter
- Reduce chatter to STDOUT (doesn’t eliminate all messages). This also
+ runs TEX in batch mode.
+
-
+–noquieter
- Don’t reduce messages to STDOUT (default).
+
-
+–version
- Display the version number and exit.
+
-
+–help
- List all available options.
+
+
+
+ There are also some more advanced options, but these haven’t been fully
+tested:
+
-
+–latexapp ⟨name⟩
- Application used to call LATEX. Defaults to “pdflatex”.
+
-
+–latexopt ⟨string⟩
- Options to pass to LATEX.
+
-
+–format ⟨string⟩
- Output format (defaults to “pdf”). This may need to be
+ changed if you change the LATEX application.
+
-
+–bibtexapp ⟨name⟩
- Application use to process the bibliography. Defaults to
+ “bibtex”.
+
-
+–bibtexopt ⟨string⟩
- Options to pass to BibTEX.
+
+
+
+
+
+Top
Index
+ Symbols
+
+ \\ 1
+
A
+abstract (environment) 2
+\acks 3
+\addr 4
+\addtocpart 5
+algorithm (environment) 6, 7
+algorithm2e (environment) 8, 9
+algorithm2e package 10, 11, 12, 13, 14
+\algorithmref 15
+align (environment) 16, 17, 18
+align* (environment) 19
+altdescription (environment) 20
+amsmath package 21, 22, 23, 24, 25
+amssymb package 26
+\AND 27
+\and 28
+\appendix 29, 30
+\appendixref 31
+\articleauthorref 32
+\articlepageref 33
+\articlepagesref 34
+\articletitleref 35
+\Author 36
+\author 37, 38
+authorsignoff (environment) 39
+axiom (environment) 40
+\axiomref 41
+
B
+\bibliography 42
+
C
+\caption 43
+
+
+
+\chapter 44
+\chapterref 45
+\citep 46
+\citet 47
+class options:
+ 10pt 48
+ 11pt 49
+ 12pt 50
+ 7x10 51
+ color 52, 53
+ gray 54, 55, 56
+ letterpaper 57
+ nowcp 58, 59
+ prehyperref 60, 61
+ tablecaptionbottom 62, 63
+ tablecaptiontop 64, 65
+ wcp 66, 67, 68
+combine class 69, 70, 71, 72
+combnat package 73
+conjecture (environment) 74
+\conjectureref 75
+corollary (environment) 76
+\corollaryref 77
+
D
+\DeclareMathOperator 78
+\DeclareMathOperator* 79
+definition (environment) 80
+\definitionref 81
+description (environment) 82
+
E
+\Editor 83
+\editor 84
+\editors 85
+\Email 86
+enumerate (environment) 87, 88
+enumerate* (environment) 89
+environments:
+ abstract 90
+ algorithm 91, 92
+ algorithm2e 93, 94
+ align 95, 96, 97
+
+
+
+ align* 98
+ altdescription 99
+ authorsignoff 100
+ axiom 101
+ conjecture 102
+ corollary 103
+ definition 104
+ description 105
+ enumerate 106, 107
+ enumerate* 108
+ equation 109, 110
+ example 111
+ jmlrpapers 112
+ keywords 113
+ lemma 114
+ proof 115
+ proposition 116
+ remark 117
+ signoff 118
+ split 119
+ table 120, 121, 122, 123
+ theorem 124
+epsfig package 125, 126
+equation (environment) 127, 128
+\equationref 129
+example (environment) 130
+\exampleref 131
+
F
+\figureref 132
+\floatconts 133, 134, 135, 136, 137
+\frontmatter 138
+
G
+\gdef 139
+geometry package 140, 141
+\global 142
+graphicx package 143, 144
+
H
+hyperref package 145, 146, 147, 148, 149, 150
+
I
+
+
+
+\ifprint 151
+\IfTitleElement 152
+\importarticle 153
+\importpaper 154, 155
+\importpubarticle 156
+\importpubpaper 157, 158
+\includegraphics 159, 160, 161
+\includeteximage 162
+inputenc package 163
+\intertext 164
+\issue 165
+
J
+jmlr2e package 166, 167, 168, 169
+\jmlrnowcp 170
+jmlrpapers (environment) 171
+\jmlrproceedings 172
+\jmlrpublished 173
+\jmlrsubmitted 174
+\jmlrvolume 175
+\jmlrwcp 176
+jmlrwcp2e package 177, 178, 179, 180
+\jmlrworkshop 181
+\jmlryear 182
+
K
+keywords (environment) 183
+
L
+\label 184, 185
+lemma (environment) 186
+\lemmaref 187
+\logo 188
+
M
+\mailto 189
+\mainmatter 190
+makejmlrbook 191, 192, 193, 194, 195, 196, 197
+\maketitle 198, 199
+
N
+
+
+
+\Name 200
+natbib package 201, 202, 203
+\newcommand 204
+\newenvironment 205
+
O
+\operatorname 206
+\operatorname* 207
+
P
+\paragraph 208
+\part 209
+pdfpages package 210, 211, 212
+\productioneditor 213
+proof (environment) 214
+proposition (environment) 215
+psfig package 216
+
R
+remark (environment) 217
+\remarkref 218
+\renewcommand 219
+\renewenvironment 220
+
S
+scrartcl class 221
+\section 222, 223
+\section* 224
+\sectionref 225
+\set 226
+setspace package 227
+\SetTitleElement 228
+signoff (environment) 229
+siunitx package 230
+split (environment) 231
+subfig package 232, 233, 234, 235
+\subfigref 236
+\subfigure 237
+\subparagraph 238
+\subsection 239, 240
+
+
+
+\subsection* 241
+\subsubsection 242, 243
+\subsubsection* 244
+\subtable 245
+\subtabref 246
+\subtitle 247
+\sum 248
+
T
+table (environment) 249, 250, 251, 252
+\tableofcontents 253
+\tableref 254
+\team 255
+\text 256
+theorem (environment) 257
+theorem package 258
+\theoremref 259
+tikz package 260
+\title 261, 262
+\titlebody 263
+
U
+\url 264
+url package 265
+
V
+\volume 266
+
X
+xcolor package 267, 268
+xkeyval package 269
+
+Top
+
+
+
+
+
+
+
+
diff --git a/Master/texmf-dist/doc/latex/jmlr/jmlr-manual.tex b/Master/texmf-dist/doc/latex/jmlr/jmlr-manual.tex
new file mode 100644
index 00000000000..23ad3426b4a
--- /dev/null
+++ b/Master/texmf-dist/doc/latex/jmlr/jmlr-manual.tex
@@ -0,0 +1,1455 @@
+\documentclass{nlctdoc}
+
+\usepackage{amsmath}
+\usepackage[utf8]{inputenc}
+\usepackage[T1]{fontenc}
+\usepackage{ifthen}
+\usepackage[colorlinks,
+ bookmarks,
+ hyperindex=false,
+ pdfauthor={Nicola L.C. Talbot},
+ pdftitle={jmlr: LaTeX2e Classes for the Journal of Machine Learning Research},
+ pdfkeywords={LaTeX,jmlr}]{hyperref}
+
+\CheckSum{3333}
+\OnlyDescription
+
+\begin{document}
+\MakeShortVerb{"}
+\DeleteShortVerb{\|}
+
+ \title{\LaTeXe\ Classes for the Journal of Machine
+Learning Research}
+ \author{Nicola L. C. Talbot\\[10pt]
+\url{http://theoval.cmp.uea.ac.uk/~nlct/}}
+
+ \date{2010-06-17 (version 1.06)}
+ \maketitle
+\tableofcontents
+
+\section{Introduction}
+
+The \clsfmt{jmlr} class is for articles that need to be formatted
+according to the Journal of Machine Learning Research style. This
+class is based on the \sty{jmlr2e} and \sty{jmlrwcp2e} packages
+but has been adapted to enable it to work better with the
+\cls{combine} class to collate the articles into a book.
+\sectionref{sec:jmlr} describes how to use the \clsfmt{jmlr} class.
+
+The \clsfmt{jmlrbook} class is for combining JMLR articles into a book.
+This class uses \cls{combine} and \sty{hyperref}, which are
+troublesome enough on their own but together are quite fragile. The
+\clsfmt{jmlrbook} class redefines some internals to get \clsfmt{combine}
+and \clsfmt{hyperref} to work together but some packages (e.g.\
+\sty{subfig} and \sty{pdfpages}) are likely to mess everything up
+and cause errors. This is why the guidelines to authors are fairly
+stringent and why \clsfmt{jmlr} will give an error message if certain
+packages are loaded.\footnote{Currently \clsfmt{jmlr} will check if
+\sty{subfig}, \sty{pdfpages}, \sty{geometry}, \sty{psfig},
+\sty{epsfig} and \sty{theorem} are loaded and will throw an error.
+If other packages are found to be a problem, they will be added to
+the list.} The \clsfmt{jmlrbook} class works best with PDF\LaTeX\ so
+authors should ensure that their articles can compile with
+PDF\LaTeX. \sectionref{sec:jmlrbook} describes how to use the
+\clsfmt{jmlrbook} class.
+
+The \app{makejmlrbook} Perl script can be used to make a book that
+uses the \clsfmt{jmlrbook} class. In addition to creating the print
+and online versions of the book, it will compile the individual
+articles, running Bib\TeX\ where necessary, and create a set of
+HTML files containing a list of all the articles imported into the
+book along with links to the abstracts and PDFs of the individual
+articles. \sectionref{sec:makejmlrbook} describes how
+to use the \app{makejmlrbook} application.
+
+\section{Required Packages}
+
+The \clsfmt{jmlr} class is based on the \cls{scrartcl} class and loads
+the following packages: \sty{amsmath}, \sty{amssymb},
+\sty{natbib}, \sty{url}, \sty{graphicx} and \sty{algorithm2e}.
+Note that unlike the \sty{jmlr2e} and \sty{jmlrwcp2e} packages,
+this class file does not load the obsolete \sty{epsfig} package.
+
+The \clsfmt{jmlrbook} class additionally loads the \cls{combine} class
+and the following packages: \sty{hyperref}, \sty{xkeyval},
+\sty{combnat} and \sty{setspace}.
+
+The \app{makejmlrbook} script requires Perl, \TeX\ and \TeX4ht.
+
+\section{Guidelines for Article Authors}
+\label{sec:jmlr}
+
+Article authors should use the \clsfmt{jmlr} class. This class
+comes with example files \texttt{jmlr-sample.tex} and
+\texttt{jmlrwcp-sample.tex}, which can be used as templates.
+
+The following class options are available:
+\begin{description}
+\item[\clsopt{nowcp}]The article is for the Journal of Machine
+Learning Research (default).
+\item[\clsopt{wcp}] The article is for JMLR Workshop and Conference
+Proceedings.
+\item[\clsopt{color}] Color version (see \sectionref{sec:color}).
+
+\item[\clsopt{gray}] Grayscale version (see \sectionref{sec:color}).
+
+\item[\clsopt{tablecaptiontop}] in a \env{table} environment,
+\ics{floatconts} puts the caption at the top.
+
+\item[\clsopt{tablecaptionbottom}] in a \env{table} environment,
+\ics{floatconts} puts the caption at the bottom.
+\end{description}
+
+\subsection{Title Information}
+
+The \clsfmt{jmlr} class uses different syntax from \sty{jmlr2e} and
+\sty{jmlrwcp2e} to specify the title information. In particular, it
+doesn't define \cs{jmlrheading} and \cs{ShortHeading}. Instead, the
+following commands should be used:
+
+\begin{definition}[\DescribeMacro{\jmlrvolume}]
+\cs{jmlrvolume}\marg{number}
+\end{definition}
+This specifies the volume number. For example:
+\begin{verbatim}
+\jmlrvolume{2}
+\end{verbatim}
+
+\begin{definition}[\DescribeMacro{\jmlryear}]
+\cs{jmlryear}\marg{year}
+\end{definition}
+This specifies the year. For example:
+\begin{verbatim}
+\jmlryear{2010}
+\end{verbatim}
+
+\begin{definition}[\DescribeMacro{\jmlrsubmitted}]
+\cs{jmlrsubmitted}\marg{date}
+\end{definition}
+This specifies the submission date.
+
+\begin{definition}[\DescribeMacro{\jmlrpublished}]
+\cs{jmlrpublished}\marg{date}
+\end{definition}
+This specifies the publication date.
+
+\begin{definition}[\DescribeMacro{\jmlrworkshop}]
+\cs{jmlrworkshop}\marg{title}
+\end{definition}
+This specifies the workshop title (for use with the \clsopt{wcp}
+class option).
+
+The title information is specified using the commands described
+below. These commands should typically go in the preamble. As
+with most class files, The title itself is produced using
+\begin{definition}[\DescribeMacro{\maketitle}]
+\cs{maketitle}
+\end{definition}
+This command should go after \verb|\begin{document}|. For example:
+\begin{verbatim}
+\begin{document}
+\maketitle
+\end{verbatim}
+Before \cs{maketitle}, you must specify the title information
+using the following commands:
+
+\begin{definition}[\DescribeMacro{\title}]
+\cs{title}\oarg{short title}\marg{title}
+\end{definition}
+This specifies the article's title. A short title for the page
+header can be supplied via the optional argument \meta{short title}.
+
+\begin{definition}[\DescribeMacro{\editor}]
+\cs{editor}\marg{name}
+\end{definition}
+This specifies the editor's name. If there is more than one
+editor, use:
+\begin{definition}[\DescribeMacro{\editors}]
+\cs{editors}\marg{names}
+\end{definition}
+
+\begin{definition}[\DescribeMacro{\author}]
+\cs{author}\marg{author specs}
+\end{definition}
+This specifies the author. The specifications \meta{author specs}
+are a bit different to \sty{jmlr2e} and \sty{jmlrwcp2e}. Use
+\begin{definition}[\DescribeMacro{\Name}]
+\cs{Name}\marg{author's name}
+\end{definition}
+to specify the author's name. Note that if the surname contains a
+space it must be grouped (enclosed in braces \{\}). Similarly if
+the initial letter of each forename is a diacritic it must be
+grouped. (See below for examples.)
+\begin{definition}[\DescribeMacro{\Email}]
+\cs{Email}\marg{author's email}
+\end{definition}
+This specifies the author's email address. It should only be used
+within the argument to \cs{author}.
+
+\begin{definition}[\DescribeMacro{\and}]
+\cs{and}
+\end{definition}
+This should be used to separate two authors with the same address.
+
+\begin{definition}[\DescribeMacro{\AND}]
+\cs{AND}
+\end{definition}
+This should be used to separate authors with different addresses.
+
+\begin{definition}[\DescribeMacro{\\}]
+\verb|\\|
+\end{definition}
+This should be used before an author's address or between authors
+with the same address where there are more that two authors.
+
+\begin{definition}[\DescribeMacro{\addr}]
+\cs{addr}
+\end{definition}
+This should be used at the start of the address.
+
+\begin{description}
+\item[Example 1] Two authors with the same address:
+\begin{verbatim}
+\author{\Name{Jane Doe} \Email{abc@sample.com}\and
+ \Name{John {Basey Fisher}} \Email{xyz@sample.com}\\
+ \addr Address}
+\end{verbatim}
+In this example, the second author has a space in his surname
+so the surname needs to be grouped.
+
+\item[Example 2] Three authors with the same address:
+\begin{verbatim}
+\author{\Name{Fred Arnold {de la Cour}} \Email{an1@sample.com}\\
+ \Name{Jack Jones} \Email{an3@sample.com}\\
+ \Name{{\'E}louise {\'E}abhla Finchley} \Email{an2@sample.com}\\
+ \addr Address}
+\end{verbatim}
+In this example, the third author has an accent on her
+forename initials so grouping is required.
+
+\item[Example 3] Authors with a different address:
+\begin{verbatim}
+\author{\Name{John Smith} \Email{abc@sample.com}\\
+ \addr Address 1
+ \AND
+ \Name{May Brown} \Email{xyz@sample.com}\\
+ \addr Address 2
+ }
+\end{verbatim}
+\end{description}
+
+\subsection{Font Changing Commands}
+
+Use the \LaTeXe\ font changing commands, such as \cs{bfseries} or
+\cs{textbf}\marg{text}, rather than the obsolete \LaTeX2.09
+commands, such as \cs{bf}.
+
+\begin{definition}[\DescribeMacro{\url}]
+\cs{url}\marg{address}
+\end{definition}
+This will typeset \meta{address} in a typewriter font. Special
+characters, such as \verb|~|, are correctly displayed. Example:
+\begin{verbatim}
+\url{http://theoval.cmp.uea.ac.uk/~nlct/}
+\end{verbatim}
+
+\begin{definition}[\DescribeMacro{\mailto}]
+\cs{mailto}\marg{email address}
+\end{definition}
+This will typeset the given email address in a typewriter font.
+Note that this is not the same as \cs{Email}, which should only be
+used in the argument of \cs{author}.
+
+\subsection{Structure}
+
+\begin{definition}[\DescribeEnv{abstract}]
+\cs{begin}\{abstract\}\\
+\meta{text}\\
+\cs{end}\{abstract\}
+\end{definition}
+The abstract text should be displayed using the \envfmt{abstract}
+environment.
+
+\begin{definition}[\DescribeEnv{keywords}]
+\cs{begin}\{keywords\}\meta{keyword list}\cs{end}\{keywords\}
+\end{definition}
+The keywords should be displayed using the \envfmt{keywords}
+environment.
+
+\begin{definition}[\DescribeMacro{\acks}]
+\cs{acks}\marg{text}
+\end{definition}
+This displays the acknowledgements.
+
+\begin{definition}[\DescribeMacro{\section}]
+\cs{section}\marg{title}
+\end{definition}
+Section titles are created using \cs{section}. The heading is
+automatically numbered and can be cross-referenced using
+\cs{label} and \cs{ref}. Unnumbered sections can be produced
+using:
+\begin{definition}[\DescribeMacro{\section*}]
+\cs{section*}\marg{title}
+\end{definition}
+
+\begin{definition}[\DescribeMacro{\subsection}]
+\cs{subsection}\marg{title}
+\end{definition}
+Sub-section titles are created using \cs{subsection}. Unnumbered
+sub-sections can be produced using:
+\begin{definition}[\DescribeMacro{\subsection*}]
+\cs{subsection*}\marg{title}
+\end{definition}
+
+\begin{definition}[\DescribeMacro{\subsubsection}]
+\cs{subsubsection}\marg{title}
+\end{definition}
+Sub-sub-section titles are created using \cs{subsubsection}.
+Unnumbered sub-sub-sections can be produced using:
+\begin{definition}[\DescribeMacro{\subsubsection*}]
+\cs{subsubsection*}\marg{title}
+\end{definition}
+
+Further sectioning levels can be obtained using \cs{paragraph}
+and \cs{subparagraph}, but these are unnumbered with running heads.
+
+\begin{definition}[\DescribeMacro{\appendix}]
+\cs{appendix}
+\end{definition}
+Use \cs{appendix} to switch to the appendices. This changes
+\cs{section} to produce an appendix. Example:
+\begin{verbatim}
+\appendix
+\section{Proof of Theorems}
+\end{verbatim}
+
+\subsection{Citations and Bibliography}
+
+The \clsfmt{jmlr} class automatically loads \sty{natbib} and sets
+the bibliography style to \texttt{plainnat}. References should
+be stored in a \texttt{.bib} file.
+
+\begin{definition}[\DescribeMacro{\bibliography}]
+\cs{bibliography}\marg{bib file}
+\end{definition}
+This displays the bibliography.
+
+\begin{definition}[\DescribeMacro{\citep}]
+\cs{citep}\oarg{pre note}\oarg{post note}\marg{label}
+\end{definition}
+Use \cs{citep} for a parenthetical citation.
+
+\begin{definition}[\DescribeMacro{\citet}]
+\cs{citet}\oarg{note}\marg{label}
+\end{definition}
+Use \cs{citet} for a textual citation.
+
+See the \ctandoc{natbib} for further details.
+
+\subsection{Figures and Tables}
+
+Floats, such as figures, tables and algorithms, are moving objects
+and are supposed to float to the nearest convenient location.
+Please don't force them to go in a particular place. In general
+it's best to use the \texttt{htbp} specifier and don't put
+the float in the middle of a paragraph (that is, make sure there's
+a paragraph break above and below the float). Floats are supposed
+to have a little extra space above and below them to make them
+stand out from the rest of the text. This extra space is put in
+automatically and shouldn't need modifying.
+
+To ensure consistency, please \emph{don't} try changing the
+format of the caption by doing something like:
+\begin{verbatim}
+\caption{\textit{A Sample Caption.}}
+\end{verbatim}
+or
+\begin{verbatim}
+\caption{\em A Sample Caption.}
+\end{verbatim}
+You can, of course, change the font for individual words or
+phrases. For example:
+\begin{verbatim}
+\caption{A Sample Caption With Some \emph{Emphasized Words}.}
+\end{verbatim}
+
+The \clsfmt{jmlr} class provides the following command for displaying
+the contents of a figure or table:
+\begin{definition}[\DescribeMacro{\floatconts}]
+\cs{floatconts}\marg{label}\marg{caption command}\marg{contents}
+\end{definition}
+This ensures that the caption is correctly positioned and that
+the contents are centered. For example:
+\begin{verbatim}
+\begin{table}[htbp]
+\floatconts
+ {tab:example}% label
+ {\caption{An Example Table}}% caption command
+ {%
+ \begin{tabular}{ll}
+ \bfseries Dataset & \bfseries Result\\
+ Data1 & 0.123456
+ \end{tabular}
+ }
+\end{table}
+\end{verbatim}
+
+The \clsfmt{jmlr} class automatically loads \sty{graphicx} which
+defines:
+\begin{definition}[\DescribeMacro{\includegraphics}]
+\cs{includegraphics}\oarg{options}\marg{file name}
+\end{definition}
+where \meta{options} is a comma-separated list of options.
+
+For example, suppose you have an image called
+\texttt{mypic.png} in a subdirectory called \texttt{images}:
+\begin{verbatim}
+\begin{figure}[htbp]
+\floatconts
+ {fig:example}% label
+ {\caption{An Example Figure}}% caption command
+ {\includegraphics[width=0.5\textwidth]{images/mypic}}
+\end{figure}
+\end{verbatim}
+
+Note that you shouldn't specify the file extension when including
+the image. It's helpful if you can also provide a grayscale
+version of color images. This should be labeled as the color
+image but with \texttt{-gray} immediately before the extension.
+(The extension need not be the same as that of the color image.)
+For example, if you have an image called \texttt{mypic.pdf}, the
+grayscale can be called \texttt{mypic-gray.pdf},
+\texttt{mypic-gray.png} or \texttt{mypic-gray.jpg}.
+See \sectionref{sec:color} for further details.
+
+\begin{definition}[\DescribeMacro{\includeteximage}]
+\cs{includeteximage}\oarg{options}\marg{file name}
+\end{definition}
+If your image file is made up of \LaTeX\ code (e.g.\ \sty{tikz}
+commands) the file can be included using \cs{includeteximage}.
+The optional argument is a key=value comma-separated list
+where the keys are a subset of those provided by
+\cs{includegraphics}. The main keys are: \texttt{width},
+\texttt{height}, \texttt{scale} and \texttt{angle}.
+
+\subsubsection{Sub-Figures and Sub-Tables}
+
+The \sty{subfig} package causes a problem for \clsfmt{jmlrbook} so
+the \clsfmt{jmlr} class will give an error if it is used. Therefore
+the \clsfmt{jmlr} class provides its own commands for including
+sub-figures and sub-tables.
+
+\begin{definition}[\DescribeMacro{\subfigure}]
+\cs{subfigure}\oarg{title}\oarg{valign}\marg{contents}
+\end{definition}
+This makes a sub-figure where \meta{contents} denotes the contents
+of the sub-figure. This should also include the \cs{label}.
+The first optional argument \meta{title} indicates a caption for
+the sub-figure. By default, the sub-figures are aligned at the
+base. This can be changed with the second optional argument
+\meta{valign}, which may be one of: \texttt{t} (top), \texttt{c}
+(centred) or \texttt{b} (base).
+
+For example, suppose there are two images files, \texttt{mypic1.png}
+and \texttt{mypic2.png}, in the subdirectory \texttt{images}.
+Then they can be included as sub-figures as follows:
+\begin{verbatim}
+\begin{figure}[htbp]
+\floatconts
+ {fig:example2}% label for whole figure
+ {\caption{An Example Figure.}}% caption for whole figure
+ {%
+ \subfigure{%
+ \label{fig:pic1}% label for this sub-figure
+ \includegraphics{images/mypic1}
+ }\qquad % space out the images a bit
+ \subfigure{%
+ \label{fig:pic2}% label for this sub-figure
+ \includegraphics{images/mypic2}
+ }
+ }
+\end{figure}
+\end{verbatim}
+
+\begin{definition}[\DescribeMacro{\subtable}]
+\cs{subtable}\oarg{title}\oarg{valign}\marg{contents}
+\end{definition}
+This is an analogous command for sub-tables. The default value
+for \meta{valign} is \texttt{t}.
+
+\subsection{Algorithms}
+
+\begin{definition}[\DescribeEnv{algorithm}]
+\cs{begin}\{algorithm\}\\
+\meta{contents}\\
+\cs{end}\{algorithm\}
+\end{definition}
+Enumerated textual algorithms can be displayed using the
+\envfmt{algorithm} environment. Within this environment, use
+\ics{caption} to set the caption (and \ics{label} to cross-reference
+it). Within the body of the environment you can use the
+\env{enumerate} environment.
+
+\begin{definition}[\DescribeEnv{enumerate*}]
+\cs{begin}\{enumerate*\}\\
+\cs{item} \meta{text}\\
+\ldots\\
+\cs{end}\{enumerate*\}
+\end{definition}
+If you want to have nested \env{enumerate} environments but you want
+to keep the same numbering throughout the algorithm, you can use the
+\envfmt{enumerate*} environment, provided by the \clsfmt{jmlr}
+class. For example:
+\begin{verbatim}
+\begin{enumerate*}
+ \item Set the label of vertex $s$ to 0
+ \item Set $i=0$
+ \begin{enumerate*}
+ \item \label{step:locate}Locate all unlabelled vertices
+ adjacent to a vertex labelled $i$ and label them $i+1$
+ \item If vertex $t$ has been labelled,
+ \begin{enumerate*}
+ \item[] the shortest path can be found by backtracking, and
+ the length is given by the label of $t$.
+ \end{enumerate*}
+ otherwise
+ \begin{enumerate*}
+ \item[] increment $i$ and return to step~\ref{step:locate}
+ \end{enumerate*}
+ \end{enumerate*}
+\end{enumerate*}
+\end{algorithm}
+\end{verbatim}
+
+
+\begin{definition}[\DescribeEnv{algorithm2e}]
+\cs{begin}\{algorithm2e\}\\
+\meta{contents}\\
+\cs{end}\{algorithm2e\}
+\end{definition}
+Pseudo code can be displayed using the \envfmt{algorithm2e} environment,
+provided by the \sty{algorithm2e} package, which is automatically
+loaded. For example:
+\begin{verbatim}
+\begin{algorithm2e}
+\caption{Computing Net Activation}
+\label{alg:net}
+\dontprintsemicolon
+\linesnumbered
+\KwIn{$x_1, \ldots, x_n, w_1, \ldots, w_n$}
+\KwOut{$y$, the net activation}
+$y\leftarrow 0$\;
+\For{$i\leftarrow 1$ \KwTo $n$}{
+ $y \leftarrow y + w_i*x_i$\;
+}
+\end{algorithm2e}
+\end{verbatim}
+
+See the \ctandoc{algorithm2e} for more details.
+
+\subsection{Description Lists}
+
+\begin{definition}[\DescribeEnv{altdescription}]
+\cs{begin}\{altdescription\}\marg{widest label}\\
+\cs{item}\oarg{label} \meta{item text}\\
+\cs{end}\{altdescription\}
+\end{definition}
+In addition to the standard \env{description} environment, the
+\clsfmt{jmlr} class also provides the \envfmt{altdescription} environment.
+This has an argument that should be the widest label used in the
+list. For example:
+\begin{verbatim}
+\begin{altdescription}{differentiate}
+\item[add] A method that adds two variables.
+\item[differentiate] A method that differentiates a function.
+\end{altdescription}
+\end{verbatim}
+
+\subsection{Theorems, Lemmas etc}
+
+The \clsfmt{jmlr} class provides the following theorem-like
+environments: \env{theorem}, \env{example}, \env{lemma},
+\env{proposition}, \env{remark}, \env{corollary}, \env{definition},
+\env{conjecture} and \env{axiom}. Within the body of those
+environments, you can use the \env{proof} environment to display the
+proof if need be. The theorem-like environments all take an
+optional argument, which gives the environment a title. For example:
+
+\begin{verbatim}
+\begin{theorem}[An Example Theorem]
+\label{thm:example}
+This is the theorem.
+\begin{proof}
+This is the proof.
+\end{proof}
+\end{theorem}
+\end{verbatim}
+
+\subsection{Cross-Referencing}
+\label{sec:crossref}
+
+Always use \ics{label} when cross-referencing, rather than writing
+the number explicitly. The \clsfmt{jmlr} class provides some
+convenience commands to assist referencing. These commands,
+described below, can all take a comma-separated list of labels.
+
+\begin{definition}[\DescribeMacro{\sectionref}]
+\cs{sectionref}\marg{label list}
+\end{definition}
+Used to refer to a section or sections. For example, if you defined
+a section as follows:
+\begin{verbatim}
+\section{Results}\label{sec:results}
+\end{verbatim}
+you can refer to it as follows:
+\begin{verbatim}
+The results are detailed in \sectionref{sec:results}.
+\end{verbatim}
+This command may also be used for sub-sections and sub-sub-sections.
+
+\begin{definition}[\DescribeMacro{\appendixref}]
+\cs{appendixref}\marg{label list}
+\end{definition}
+Used to refer to an appendix or multiple appendices.
+
+\begin{definition}[\DescribeMacro{\equationref}]
+\cs{equationref}\marg{label list}
+\end{definition}
+Used to refer to an equation or multiple equations.
+
+\begin{definition}[\DescribeMacro{\tableref}]
+\cs{tableref}\marg{label list}
+\end{definition}
+Used to refer to a table or multiple tables. This can also be
+used for sub-tables where the main table number is also required.
+
+\begin{definition}[\DescribeMacro{\subtabref}]
+\cs{subtabref}\marg{label list}
+\end{definition}
+Used to refer to sub-tables without the main table number, e.g.
+(\emph{a}) or (\emph{b}).
+
+\begin{definition}[\DescribeMacro{\figureref}]
+\cs{figureref}\marg{label list}
+\end{definition}
+Used to refer to a figure or multiple figures. This can also
+be used for sub-figures where the main figure number is also
+required, e.g.\ 2(\emph{a}) or 4(\emph{b}).
+
+\begin{definition}[\DescribeMacro{\subfigref}]
+\cs{subfigref}\marg{label list}
+\end{definition}
+Used to refer to sub-figures without the main figure number, e.g.
+(\emph{a}) or (\emph{b}).
+
+\begin{definition}[\DescribeMacro{\algorithmref}]
+\cs{algorithmref}\marg{label list}
+\end{definition}
+Used to refer to an algorithm or multiple algorithms.
+
+\begin{definition}[\DescribeMacro{\theoremref}]
+\cs{theoremref}\marg{label list}
+\end{definition}
+Used to refer to a theorem or multiple theorems.
+
+\begin{definition}[\DescribeMacro{\lemmaref}]
+\cs{lemmaref}\marg{label list}
+\end{definition}
+Used to refer to a lemma or multiple lemmas.
+
+\begin{definition}[\DescribeMacro{\remarkref}]
+\cs{remarkref}\marg{label list}
+\end{definition}
+Used to refer to a remark or multiple remarks.
+
+\begin{definition}[\DescribeMacro{\corollaryref}]
+\cs{corollaryref}\marg{label list}
+\end{definition}
+Used to refer to a corollary or multiple corollaries.
+
+\begin{definition}[\DescribeMacro{\definitionref}]
+\cs{definitionref}\marg{label list}
+\end{definition}
+Used to refer to a definition or multiple definitions.
+
+\begin{definition}[\DescribeMacro{\conjectureref}]
+\cs{conjectureref}\marg{label list}
+\end{definition}
+Used to refer to a conjecture or multiple conjectures.
+
+\begin{definition}[\DescribeMacro{\axiomref}]
+\cs{axiomref}\marg{label list}
+\end{definition}
+Used to refer to an axiom or multiple axioms.
+
+\begin{definition}[\DescribeMacro{\exampleref}]
+\cs{exampleref}\marg{label list}
+\end{definition}
+Used to refer to an example or multiple examples.
+
+\subsection{Mathematics}
+
+The \clsfmt{jmlr} class loads the \sty{amsmath} package so you can use
+any of the commands and environments defined in that package. A
+brief summary of some of the more common commands and environments
+is provided here. See the \ctandoc{amsmath} for further details.
+
+\begin{definition}[\DescribeMacro{\set}]
+\cs{set}\marg{text}
+\end{definition}
+In addition to the commands provided by \sty{amsmath}, the
+\clsfmt{jmlr} class also provides the \cs{set} command which can
+be used to typeset a set. For example:
+\begin{verbatim}
+The universal set is denoted $\set{U}$
+\end{verbatim}
+
+Unnumbered single-line equations should be displayed using
+\cs{[} and \cs{]}. For example:
+\begin{verbatim}
+\[E = m c^2\]
+\end{verbatim}
+Numbered single-line equations should be displayed using the
+\env{equation} environment. For example:
+\begin{verbatim}
+\begin{equation}\label{eq:trigrule}
+\cos^2\theta + \sin^2\theta \equiv 1
+\end{equation}
+\end{verbatim}
+Multi-lined numbered equations should be displayed using the
+\env{align} environment. For example:
+\begin{verbatim}
+\begin{align}
+f(x) &= x^2 + x\label{eq:f}\\
+f'(x) &= 2x + 1\label{eq:df}
+\end{align}
+\end{verbatim}
+Unnumbered multi-lined equations should be displayed using the
+\env{align*} environment. For example:
+\begin{verbatim}
+\begin{align*}
+f(x) &= (x+1)(x-1)\\
+&= x^2 - 1
+\end{align*}
+\end{verbatim}
+If you want to mix numbered with unnumbered lines use the
+\env{align} environment and suppress unwanted line numbers with
+\cs{nonumber}. For example:
+\begin{verbatim}
+\begin{align}
+y &= x^2 + 3x - 2x + 1\nonumber\\
+&= x^2 + x + 1\label{eq:y}
+\end{align}
+\end{verbatim}
+An equation that is too long to fit on a single line can be
+displayed using the \env{split} environment.
+
+Text can be embedded in an equation using \ics{text}\marg{text} or
+you can use \ics{intertext}\marg{text} to interupt a multi-line
+environment such as \env{align}.
+
+Predefined operator names are listed in \tableref{tab:operatornames}.
+For additional operators, either use
+\begin{definition}[\DescribeMacro{\operatorname}]
+\cs{operatorname}\marg{name}
+\end{definition}
+for example
+\begin{verbatim}
+If $X$ and $Y$ are independent,
+$\operatorname{var}(X+Y) =
+\operatorname{var}(X) + \operatorname{var}(Y)$
+\end{verbatim}
+or declare it with
+\begin{definition}[\DescribeMacro{\DeclareMathOperator}]
+\cs{DeclareMathOperator}\marg{command}\marg{name}
+\end{definition}
+for example
+\begin{verbatim}
+\DeclareMathOperator{\var}{var}
+\end{verbatim}
+and then use this new command:
+\begin{verbatim}
+If $X$ and $Y$ are independent,
+$\var(X+Y) = \var(X)+\var(Y)$
+\end{verbatim}
+
+If you want limits that go above and
+below the operator (like \ics{sum}) use the starred versions
+(\ics{operatorname*} or \ics{DeclareMathOperator*}).
+
+\begin{table}[htbp]
+\caption{Predefined Operator Names (taken from
+ \sty{amsmath} documentation)}
+\label{tab:operatornames}%
+\vskip\baselineskip
+\centering
+\begin{tabular}{rlrlrlrl}
+\cs{arccos} & $\arccos$ & \cs{deg} & $\deg$ & \cs{lg} & $\lg$ & \cs{projlim} & $\projlim$ \\
+\cs{arcsin} & $\arcsin$ & \cs{det} & $\det$ & \cs{lim} & $\lim$ & \cs{sec} & $\sec$ \\
+\cs{arctan} & $\arctan$ & \cs{dim} & $\dim$ & \cs{liminf} & $\liminf$ & \cs{sin} & $\sin$ \\
+\cs{arg} & $\arg$ & \cs{exp} & $\exp$ & \cs{limsup} & $\limsup$ & \cs{sinh} & $\sinh$ \\
+\cs{cos} & $\cos$ & \cs{gcd} & $\gcd$ & \cs{ln} & $\ln$ & \cs{sup} & $\sup$ \\
+\cs{cosh} & $\cosh$ & \cs{hom} & $\hom$ & \cs{log} & $\log$ & \cs{tan} & $\tan$ \\
+\cs{cot} & $\cot$ & \cs{inf} & $\inf$ & \cs{max} & $\max$ & \cs{tanh} & $\tanh$ \\
+\cs{coth} & $\coth$ & \cs{injlim} & $\injlim$ & \cs{min} & $\min$ \\
+\cs{csc} & $\csc$ & \cs{ker} & $\ker$ & \cs{Pr} & $\Pr$
+\end{tabular}\par
+\begin{tabular}{rlrl}
+\cs{varlimsup} & $\varlimsup$
+& \cs{varinjlim} & $\varinjlim$\\
+\cs{varliminf} & $\varliminf$
+& \cs{varprojlim} & $\varprojlim$
+\end{tabular}
+
+\end{table}
+
+\subsection{Color vs Grayscale}
+\label{sec:color}
+
+It's helpful if authors supply grayscale versions of their
+articles in the event that the article is to be incorporated into
+a black and white printed book. With external PDF, PNG or JPG
+graphic files, you just need to supply a grayscale version of the
+file. For example, if the file is called \texttt{myimage.png},
+then the gray version should be \texttt{myimage-gray.png} or
+\texttt{myimage-gray.pdf} or \texttt{myimage-gray.jpg}. You don't
+need to modify your code. The \clsfmt{jmlr} class checks for
+the existence of the grayscale version if it is print mode
+(provided you have used \ics{includegraphics} and haven't
+specified the file extension).
+
+\begin{definition}[\DescribeMacro{\ifprint}]
+\cs{ifprint}\marg{true part}\marg{false part}
+\end{definition}
+You can use \cs{ifprint} to determine which mode you are in.
+For example:
+\begin{verbatim}
+in \figureref{fig:nodes}, the
+\ifprint{dark gray}{purple}
+ellipse represents an input and the
+\ifprint{light gray}{yellow} ellipse
+represents an output.
+\end{verbatim}
+Another example:
+\begin{verbatim}
+{\ifprint{\bfseries}{\color{red}}important text!}
+\end{verbatim}
+
+You can use the class option \clsopt{gray} to see how the
+document will appear in gray scale mode.
+
+The \sty{xcolor} class is loaded with the \pkgoptfmt{x11names}
+option, so you can use any of the x11 predefined colors (listed
+in the \ctandoc{xcolor}).
+
+\subsection{Where To Go For Help}
+
+If you have a \LaTeX\ query, the first place to go to is the
+\urlfootref{http://www.tex.ac.uk/faq}{UK TUG FAQ}.
+
+If you are unfamiliar or just getting started with \LaTeX, there's
+a list of on-line introductions to \LaTeX\ at:
+\url{http://www.tex.ac.uk/cgi-bin/texfaq2html?label=man-latex}
+
+There are also forums, mailing lists and newsgroups. For example,
+the \LaTeX\ Community (\url{http://www.latex-community.org/}),
+the \texttt{texhax} mailing list
+(\url{http://tug.org/mailman/listinfo/texhax}) and
+\texttt{comp.text.tex} (archives available at
+\url{http://groups.google.com/group/comp.text.tex/}).
+
+Documentation for packages or classes can be found using the
+\texttt{texdoc} application. For example:
+\begin{verbatim}
+texdoc natbib
+\end{verbatim}
+Alternatively, you can go to
+\texttt{http://www.ctan.org/pkg/}\meta{name} where
+\meta{name} is the name of the package. For example:
+\url{http://www.ctan.org/pkg/natbib}
+
+For a general guide to preparing papers (regardless of whether you
+are using \LaTeX\ or a word processor), see Kate L.~Turabian, \qt{A
+manual for writers of term papers, theses, and dissertations}, The
+University of Chicago Press, 1996.
+
+\section{Guidelines for Production Editors}
+\label{sec:jmlrbook}
+
+The \clsfmt{jmlrbook} class can be used to combine articles that
+use the \clsfmt{jmlr} document class into a book. The following sample
+files are provided: \texttt{paper1/paper1.tex},
+\texttt{paper2/paper2.tex}, \texttt{paper3/paper3.tex},
+\texttt{jmlr-sample.tex}, \texttt{jmlrwcp-sample.tex} and
+\texttt{jmlrbook-sample.tex}. All but the last named one are
+articles using the \clsfmt{jmlr} class. The last one
+(\texttt{jmlrbook-sample.tex}) uses the \clsfmt{jmlrbook} class file to
+combine the articles into a book. Note that no modifications are
+needed to the files using the \clsfmt{jmlr} class when they are
+imported into the book. They can either be compiled as stand-alone
+articles or with the entire book.
+
+Before you compile the book, make sure that all the articles
+compile as stand-alone documents (and run Bib\TeX\ where
+necessary). You can use the \app{makejmlrbook} Perl script to compile
+the book and create associated HTML files. See
+\sectionref{sec:makejmlrbook} for details.
+
+\subsection{\clsfmt{jmlrbook} Class Options}
+\begin{description}
+\item[\clsopt{nowcp}]The imported pre-published articles were
+published in the Journal of Machine Learning Research (default).
+\item[\clsopt{wcp}] The imported pre-published articles were
+published in the JMLR Workshop and Conference Proceedings.
+
+If the book has a mixture of JMLR and JMLR WCP articles, you
+can switch between them using
+\begin{definition}[\DescribeMacro{\jmlrwcp}]
+\cs{jmlrwcp}
+\end{definition}
+and
+\begin{definition}[\DescribeMacro{\jmlrnowcp}]
+\cs{jmlrnowcp}
+\end{definition}
+Alternatively, you can set the name of the journal or conference
+proceedings using:
+\begin{definition}[\DescribeMacro{\jmlrproceedings}]
+\cs{jmlrproceedings}\marg{short title}\marg{long title}
+\end{definition}
+
+\item[\clsopt{color}] Color version (see \sectionref{sec:color}).
+Use this option for the on-line version with hyperlinks enabled
+(default).
+
+\item[\clsopt{gray}] Grayscale version (see \sectionref{sec:color}).
+Use this option for the print version without hyperlinks.
+
+\item[\clsopt{tablecaptiontop}] in a \env{table} environment,
+\ics{floatconts} puts the caption at the top.
+
+\item[\clsopt{tablecaptionbottom}] in a \env{table} environment,
+\ics{floatconts} puts the caption at the bottom.
+
+\item[\clsopt{letterpaper}] Set the paper size to letter (default).
+
+\item[\clsopt{7x10}] Set the paper size to $7\times10$ inches.
+
+\item[\clsopt{prehyperref}] The \clsfmt{jmlrbook} automatically loads
+the \sty{hyperref} package, but some packages need to be loaded
+before \sty{hyperref}. This information can be specified using
+the \clsopt{prehyperref} option. This is a key=value option. For
+example, to load the packages \styfmt{foo} and \styfmt{bar} before
+\sty{hyperref}, you can do:
+\begin{verbatim}
+\documentclass[prehyperref={\usepackage{foo,bar}}]{jmlrbook}
+\end{verbatim}
+or:
+\begin{verbatim}
+\documentclass[prehyperref={\usepackage{foo}\usepackage{bar}}]{jmlrbook}
+\end{verbatim}
+
+\item[\clsopt{10pt}] Use 10pt as the normal text size.
+\item[\clsopt{11pt}] Use 11pt as the normal text size (default).
+\item[\clsopt{12pt}] Use 12pt as the normal text size.
+
+\end{description}
+
+\subsection{The Preamble}
+
+Any packages that the imported articles load (which aren't
+automatically loaded by \clsfmt{jmlr}) must be loaded in the book's
+preamble. For example, if one or more of the articles load the
+\sty{siunitx} package, this package must be loaded in the book.
+
+Commands that are defined in the imported articles will be local
+to that article unless they have been globally defined using
+\ics{gdef} or \ics{global}. Since most authors use \ics{newcommand}
+and \ics{newenvironment} (or \ics{renewcommand} and
+\ics{renewenvironment}) this shouldn't cause a conflict if more
+that one article has defined the same command or environment.
+For example, in the sample files supplied, both
+\texttt{paper1/paper1.tex} and \texttt{paper2/paper2.tex} have
+defined the command \cs{samplecommand} using \cs{newcommand}. As
+long as this command isn't also defined in the book, there won't
+be a conflict.
+
+\begin{definition}[\DescribeMacro{\title}]
+\cs{title}\oarg{PDF title}\marg{book title}
+\end{definition}
+In the book preamble, \cs{title} sets the book title and the optional
+argument is used for the PDF title, which will be displayed
+when the reader views the PDF file's properties in their PDF viewer.
+(Note that in the imported articles, \cs{title} sets the article's
+title and the optional argument sets the short title for the
+page header and table of contents.)
+
+\begin{definition}[\DescribeMacro{\author}]
+\cs{author}\oarg{PDF author(s)}\marg{book author(s)}
+\end{definition}
+In the book preamble, \cs{author} sets the book's author (or editor)
+and the optional argument is used for the PDF author, which will be
+displayed when the reader views the PDF file's properties in their
+PDF viewer. (Note that in the imported articles, \cs{author} sets
+the article's author and the optional argument sets the short author
+list for the page header.)
+
+\begin{definition}[\DescribeMacro{\volume}]
+\cs{volume}\marg{number}
+\end{definition}
+This command sets the book's volume number. Omit if the book has no
+volume number.
+
+\begin{definition}[\DescribeMacro{\subtitle}]
+\cs{subtitle}\marg{sub-title}
+\end{definition}
+This command sets the book's subtitle. Omit if the book has no
+sub-title.
+
+\begin{definition}[\DescribeMacro{\logo}]
+\cs{logo}\marg{image command}
+\end{definition}
+This sets the book's title image. Use \ics{includegraphics} and
+omit the file extension. If you provide a grayscale version as
+well as a color version, the grayscale version will be used for
+the print version of the book. (See \sectionref{sec:color}
+for further details.)
+
+\begin{definition}[\DescribeMacro{\team}]
+\cs{team}\marg{team title}
+\end{definition}
+This can be used to set the name of the editorial team. This
+command may be omitted if not required.
+
+\begin{definition}[\DescribeMacro{\productioneditor}]
+\cs{productioneditor}\marg{name}
+\end{definition}
+This command may be used to name the production editor. The command
+may be omitted if not required.
+
+See \sectionref{sec:modifytitle} for details on how to modify the
+layout of the title page.
+
+\subsection{Main Book Commands}
+
+All commands that are provided by the \clsfmt{jmlr} class are
+also available with the \clsfmt{jmlrbook} class, but some commands
+might behave differently depending on whether they are in the
+main part of the book or within the imported articles.
+
+In the main part of the book you can use the following commands:
+\begin{definition}[\DescribeMacro{\maketitle}]
+\cs{maketitle}
+\end{definition}
+This displays the book's title page. Note that \cs{maketitle} has
+a different effect when used in imported articles.
+
+\begin{definition}[\DescribeMacro{\frontmatter}]
+\cs{frontmatter}
+\end{definition}
+Use this command at the start of the front matter (e.g.\ before the
+foreword or preface). This will make chapters unnumbered even if you
+use \cs{chapter} instead of \cs{chapter*}. It also sets the page
+style and sets the page numbering to lower case Roman numerals.
+
+\begin{definition}[\DescribeEnv{authorsignoff}]
+\cs{begin}\{authorsignoff\}\\
+\meta{author list}\\
+\cs{end}\{authorsignoff\}
+\end{definition}
+This environment may be used by the author signing off at the end of a chapter such as the
+foreword. Within the environment use:
+\begin{definition}[\DescribeMacro{\Author}]
+\cs{author}\marg{details}
+\end{definition}
+for the author's details. More than one \cs{Author} should be used
+if there is more than one author. Example:
+\begin{verbatim}
+\begin{authorsignoff}
+\Author{Nicola Talbot\\
+University of East Anglia}
+\Author{Anne Author\\
+University of No Where}
+\end{authorsignoff}
+\end{verbatim}
+
+\begin{definition}[\DescribeEnv{signoff}]
+\cs{begin}\{signoff\}\oarg{team name}\marg{date}\\
+\meta{editor list}\\
+\cs{end}\{signoff\}
+\end{definition}
+This environment may be used by the editorial team when signing off
+a chapter such as the preface. If the optional argument is omitted,
+\qt{The Editorial Team} is used.
+
+Within the environment use:
+\begin{definition}[\DescribeMacro{\Editor}]
+\cs{Editor}\marg{details}
+\end{definition}
+for each editor. Example:
+\begin{verbatim}
+\begin{signoff}{March 2010}
+% First editor:
+\Editor{Nicola Talbot\\
+University of East Anglia\\
+\mailto{N.Talbot@uea.ac.uk}}
+% Second editor:
+\Editor{Anne Editor\\
+University of Nowhere\\
+\mailto{ae@sample.com}}
+\end{signoff}
+\end{verbatim}
+
+\begin{definition}[\DescribeMacro{\tableofcontents}]
+\cs{tableofcontents}
+\end{definition}
+This command displays the book's table of contents. Note that it
+has a different effect if used in an imported article.
+
+\begin{definition}[\DescribeMacro{\mainmatter}]
+\cs{mainmatter}
+\end{definition}
+Use this command to switch to the book's main matter. This will
+switch the chapter numbering back on, reset the page numbering to
+Arabic and set up the main page style.
+
+\begin{definition}[\DescribeMacro{\part}]
+\cs{part}\oarg{short title}\marg{title}
+\end{definition}
+If used in the main part of the book, this command will start a
+new part and issue a clear double page. Note that this command
+has a different effect if used in an imported article.
+
+\begin{definition}[\DescribeMacro{\addtocpart}]
+\cs{addtocpart}\marg{title}
+\end{definition}
+This adds \meta{title} to the table of contents, issues a clear
+double page, but doesn't display any text or affect the part
+numbering.
+
+\begin{definition}[\DescribeMacro{\chapter}]
+\cs{chapter}\oarg{short title}\marg{title}
+\end{definition}
+This command may be used in the main body of the book but will
+cause an error if used within an imported article.
+
+\begin{definition}[\DescribeMacro{\section}]
+\cs{section}\oarg{short title}\marg{title}
+\end{definition}
+\begin{definition}[\DescribeMacro{\subsection}]
+\cs{subsection}\oarg{short title}\marg{title}
+\end{definition}
+\begin{definition}[\DescribeMacro{\subsubsection}]
+\cs{subsubsection}\oarg{short title}\marg{title}
+\end{definition}
+\begin{definition}[\DescribeMacro{\paragraph}]
+\cs{paragraph}\oarg{short title}\marg{title}
+\end{definition}
+\begin{definition}[\DescribeMacro{\subparagraph}]
+\cs{subparagraph}\oarg{short title}\marg{title}
+\end{definition}
+These commands may be used in the main body of the book or within
+imported articles. In the main body of the book they need to be
+within a chapter and will be numbered according to the chapter.
+
+\begin{definition}[\DescribeMacro{\appendix}]
+\cs{appendix}
+\end{definition}
+If used in the main body of the book, this will switch to the
+book appendices. Subsequent \cs{chapter} commands will produce the
+appendices. If used within an imported article, it will switch
+to the article appendices and won't affect the main part of
+the book.
+
+\begin{definition}[\DescribeEnv{jmlrpapers}]
+\cs{begin}\{jmlrpapers\}\\
+\meta{imported papers}\\
+\cs{end}\{jmlrpapers\}
+\end{definition}
+This environment must be used when importing articles. Within this
+environment, use the following commands to import articles:
+\begin{definition}[\DescribeMacro{\importpubpaper}]
+\cs{importpubpaper}\oarg{label}\marg{directory}\marg{file}\marg{pages}
+\end{definition}
+This imports an article that has already been published elsewhere.
+The \meta{pages} argument should be the page range from the
+\emph{previously published} version of this article. This may not
+necessarily be the same as the page range of the article in the book.
+The directory the imported file is contained in is is given by
+\meta{directory}. If the file is in the same directory as the
+book, use a dot. The file name is given by \meta{file}. The article
+is also given a label, specified by the optional argument. This
+is \meta{directory}/\meta{file} by default. The label is used
+as a prefix to labels in the imported articles which ensures that
+cross-references are unique. You can also use this label to reference
+the article elsewhere in the book (see \sectionref{sec:bkcrossref}).
+
+\begin{definition}[\DescribeMacro{\importpaper}]
+\cs{importpaper}\oarg{label}\marg{directory}\marg{file}
+\end{definition}
+Imports an article that is being published in the book. The
+arguments are the same as above except that there is no page
+range (the page range is computed automatically).
+
+\begin{definition}[\DescribeMacro{\importarticle}]
+\cs{importarticle}\oarg{label}\marg{directory}\marg{file}
+\end{definition}
+This imports an article that hasn't been published elsewhere. There
+is no page range, but the other arguments are the same as
+those describe above for \cs{importpubpaper}.
+
+Example: to import a previously published paper
+\texttt{paper1/paper1.tex} and an unpublished paper
+\texttt{paper2/paper2.tex}:
+\begin{verbatim}
+\begin{jmlrpapers}
+\importpubpaper{paper1}{paper1}{23--45}
+\importarticle{paper2}{paper2}
+\end{jmlrpapers}
+\end{verbatim}
+
+\subsubsection{Cross-Referencing}
+\label{sec:bkcrossref}
+
+You can cross-reference other parts of the book using the
+standard \cs{label}/\cs{ref} mechanism, but if you want to
+reference something within an imported article, you must prefix
+the label with the label given when importing the article (that
+is, the optional argument to \ics{importpubpaper},
+\ics{importpaper} or \cs{importarticle}). For example, if you
+want to reference a section labeled \texttt{sec:results} in the
+imported paper \texttt{paper1/paper1.tex}, you would need to do:
+\begin{verbatim}
+see Section~\ref{paper1/paper1sec:results}
+\end{verbatim}
+or
+\begin{verbatim}
+see \sectionref{paper1/paper1sec:results}
+\end{verbatim}
+
+In addition to the commands described in \sectionref{sec:crossref},
+the \clsfmt{jmlrbook} class also provides the following
+cross-referencing commands:
+
+\begin{definition}[\DescribeMacro{\chapterref}]
+\cs{chapterref}\marg{label list}
+\end{definition}
+Reference a chapter or chapters. The argument is a comma-separated
+list of labels.
+
+\begin{definition}[\DescribeMacro{\articlepageref}]
+\cs{articlepageref}\marg{label}
+\end{definition}
+This displays the starting page number of the article whose label
+is given by \meta{label}. Note that this must a single label, not
+a list. For example:
+\begin{verbatim}
+An interesting article starts on page~\articlepageref{paper1/paper1}
+\end{verbatim}
+
+\begin{definition}[\DescribeMacro{\articlepagesref}]
+\cs{articlepagesref}\marg{label}
+\end{definition}
+This displays the page range of the article whose label is
+given by \meta{label}. Again, this must be a single label, not a
+list. This page range is unrelated to the \meta{pages} argument of
+\ics{importpubarticle}.
+
+\begin{definition}[\DescribeMacro{\articletitleref}]
+\cs{articletitleref}\marg{label}
+\end{definition}
+This displays the short title for the article whose label is
+given by \meta{label}. Again, this must be a single label, not a
+list.
+
+\begin{definition}[\DescribeMacro{\articleauthorref}]
+\cs{articleauthorref}\marg{label}
+\end{definition}
+This displays the author list for the article whose label is
+given by \meta{label}. Again, this must be a single label, not a
+list.
+
+\subsection{Altering the Layout of the Main Title Page}
+\label{sec:modifytitle}
+
+\begin{definition}[\DescribeMacro{\titlebody}]
+\cs{titlebody}
+\end{definition}
+The main body of the book's title page is given by the command
+\cs{titlebody}. Within the definition of this command, you can
+use:
+\begin{definition}[\DescribeMacro{\SetTitleElement}]
+\cs{SetTitleElement}\marg{element}\marg{pre}\marg{post}
+\end{definition}
+where \meta{element} can be: \texttt{title}, \texttt{volume},
+\texttt{issue}\footnote{The default title page layout doesn't use
+\texttt{issue}, but if required it can be set with \ics{issue}\marg{number}},
+\texttt{subtitle}, \texttt{logo}, \texttt{team}, \texttt{author},
+\texttt{date}, \texttt{productioneditor}. The \meta{pre} and
+\meta{post} arguments specify what to do before and after the
+element. Note that \cs{SetTitleElement} does nothing if that
+element hasn't been set. For example, if \cs{volume} has been
+omitted or \verb|\volume{}| is used, then
+\begin{verbatim}
+\SetTitleElement{volume}{\mainvolumefont}{\postmainvolume}
+\end{verbatim}
+will do nothing (so you don't end up with \textbf{Volume :}).
+
+\begin{definition}[\DescribeMacro{\IfTitleElement}]
+\cs{IfTitleElement}\marg{element}\marg{true part}\marg{false part}
+\end{definition}
+This does \meta{true part} if \meta{element} has been set
+otherwise it does \meta{false part}. For example,
+\cs{postmainvolume} is defined as:
+\begin{verbatim}
+\newcommand{\postmainvolume}{%
+ \IfTitleElement{subtitle}{}{:}\par\relax
+}
+\end{verbatim}
+This means that it will only print a colon after the volume
+number if the subtitle has been set.
+
+The default definition of \cs{titlebody} is:
+\begin{verbatim}
+\newcommand{\titlebody}{%
+ \SetTitleElement{title}{\maintitlefont}{\postmaintitle}%
+ \SetTitleElement{volume}{\mainvolumefont}{\postmainvolume}%
+ \SetTitleElement{subtitle}{\mainsubtitlefont}{\postmainsubtitle}%
+ \SetTitleElement{logo}{\mainlogofont}{\postmainlogo}%
+ \SetTitleElement{team}{\mainteamfont}{\postmainteam}%
+ \SetTitleElement{author}{\mainauthorfont}{\postmainauthor}%
+ \SetTitleElement{productioneditor}{\mainproductioneditorfont}%
+ {\postmainproductioneditor}%
+}
+\end{verbatim}
+
+\subsection{Potential Pitfalls}
+
+The \cls{combine} class and \sty{hyperref} package are
+individually both easily broken by packages that change certain
+internals and they don't ordinarily work together. The
+\clsfmt{jmlrbook} class applies patches to the internal referencing
+mechanism to make them work together, but it's a fairly fragile
+alliance. Some packages are known to break it, for example
+\sty{subfig}, \sty{pdfpages} and \sty{geometry}. This is why the
+\clsfmt{jmlr} class checks for known problem packages and generates an
+error message to dissuade authors from using them. It's likely that
+there are other packages that may cause a problem and, as they are
+found, they will be added to the check list. Also, it's possible for
+an author to disable the package checking mechanism if they are
+determined to use a particular package.
+
+In the event that an article has loaded a problem package, the
+editors will have to decide whether to ask the author to change
+the article so that it doesn't cause a problem or to make the changes
+themselves or to find a way of fudging things to get it to work. It
+depends on the level of \LaTeX\ expertise amongst the editors and
+the time available.
+
+Another problem that can arise is when different articles use
+packages that conflict. For example, one article uses package
+\styfmt{foo} and another uses package \styfmt{bar}. Each article compiles
+okay as a stand-alone article, but when combined \styfmt{foo} and
+\styfmt{bar} conflict. Another problem may occur when articles load the
+same package but with conflicting package options. To reduce the
+chance of this occurring, the \clsfmt{jmlr} class loads some commonly
+used packages. For example, it loads the \sty{algorithm2e}
+package with the \pkgoptfmt{algo2e} and \pkgoptfmt{ruled} options and
+provides the \env{algorithm} environment in addition to
+\sty{algorithm2e}'s \env{algorithm2e} environment.
+
+Articles that use different input encodings can also cause a
+problem. For example, if one article uses \texttt{utf8} and another
+uses \texttt{latin1}. If the authors have directly entered a
+diacritic or ligature, such as \'e or \ae, instead of using a
+\LaTeX\ command, such as \cs{'e} or \cs{ae}, then
+this will cause an error on compiling the book.\footnote{and may also
+cause a problem for the editor's text editor.} The choice then is to
+either change all non-keyboard characters with the appropriate
+\LaTeX\ commands or to use the \cs{inputencoding} command, supplied
+by the \sty{inputenc} package, to switch the encoding at the start
+of each article.
+
+Authors who use \cs{nonumber} within an \env{equation} environment
+can mess up the hyperlinks. Remove \cs{nonumber} and change the
+equation environment to \cs{[} \ldots\ \cs{]} (or just make it a
+numbered equation).
+
+If the article changes the graphics path using \cs{graphicspath},
+\clsfmt{jmlrbook} won't find the graphics if the imported articles
+aren't in the same directory as the book.
+
+\subsection{Creating the Book Using \appfmt{makejmlrbook}}
+\label{sec:makejmlrbook}
+
+The \app{makejmlrbook} Perl script is designed to make it
+easier to produce the print and online versions of the book, as
+well as producing an HTML index of all the imported articles with
+links to the abstracts and PDFs of individual articles. Note that
+for it to work properly, the articles must be imported using
+\cs{importarticle}, \cs{importpaper} or \cs{importpubpaper}, and
+the imported articles must use the \clsfmt{jmlr} class.
+
+On UNIX style systems, the script can be invoked from a terminal
+using:
+\begin{prompt}
+makejmlrbook \oarg{options} \meta{filename}
+\end{prompt}
+If that doesn't work, or you aren't using a UNIX style operating
+system, the script can be invoked from a terminal or command
+prompt using:
+\begin{prompt}
+perl makejmlrbook \oarg{options} \meta{filename}
+\end{prompt}
+The mandatory argument \meta{filename} is the name of the master
+\TeX\ file containing the book. It must use the \clsfmt{jmlrbook}
+class. You may omit the \texttt{.tex} extension. For example, if
+the file is called \texttt{proceedings.tex}, you can call
+\app{makejmlrbook} as follows:
+\begin{verbatim}
+perl makejmlrbook proceedings
+\end{verbatim}
+This will create the files \texttt{proceedings-print.pdf} (the
+print version) and \texttt{proceedings-online.pdf} (the online
+version). It will also create a directory (folder) called
+\texttt{html} in which the HTML files and individual article PDFs
+will be placed.
+
+The options to \app{makejmlrbook} are as follows:
+\begin{description}
+\item[--online] Generate the color on-line version (default).
+\item[--noonline] Don't generate the color on-line version.
+\item[--print] Generate the grayscale print version (default).
+\item[--noprint] Don't generate the grayscale print version.
+\item[--html] Generate the HTML files and the individual article
+PDFs (default).
+\item[--nohtml] Don't generate the HTML files and the individual
+article PDFs.
+\item[--logourl \meta{url}] Make the logo on the HTML index page link
+to \meta{url}.
+\item[--batchtex] Run \TeX\ in batch mode.
+\item[--nobatchtex] Don't run \TeX\ in batch mode (default).
+\item[--quieter] Reduce chatter to STDOUT (doesn't eliminate
+all messages). This also runs \TeX\ in batch mode.
+\item[--noquieter] Don't reduce messages to STDOUT (default).
+\item[--version] Display the version number and exit.
+\item[--help] List all available options.
+\end{description}
+
+There are also some more advanced options, but these haven't been
+fully tested:
+\begin{description}
+\item[--latexapp \meta{name}] Application used to call \LaTeX.
+Defaults to \qt{pdflatex}.
+\item[--latexopt \meta{string}] Options to pass to \LaTeX.
+\item[--format \meta{string}] Output format (defaults to \qt{pdf}).
+This may need to be changed if you change the \LaTeX\ application.
+\item[--bibtexapp \meta{name}] Application use to process the
+bibliography. Defaults to \qt{bibtex}.
+\item[--bibtexopt \meta{string}] Options to pass to Bib\TeX.
+\end{description}
+
+\StopEventually{\clearpage\phantomsection
+ \addcontentsline{toc}{section}{Index}\PrintIndex
+}
+
+\end{document}
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diff --git a/Master/texmf-dist/doc/latex/jmlr/sample-books/jmlrbook-sample.tex b/Master/texmf-dist/doc/latex/jmlr/sample-books/jmlrbook-sample.tex
new file mode 100644
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--- /dev/null
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@@ -0,0 +1,233 @@
+\documentclass[wcp]{jmlrbook}% on-line color version
+%\documentclass[wcp,gray]{jmlrbook}% print version
+
+% Packages used by imported articles:
+\usepackage{lipsum}
+\usepackage{booktabs}
+\usepackage{siunitx}
+
+% Title is added to the PDF properties. Optional argument
+% is used instead, if present.
+%\title[Short Title]{Big Long Title}
+\title{A Sample Book}
+
+\author[Anne Editor et al.]{Anne Editor, Anne Other Editor and Nicola Talbot}
+
+\volume{1}
+\subtitle{Making a Book from JMLR Articles}
+\logo{\includegraphics{bookLogo}}
+\team{The Sample Book Team}
+
+\productioneditor{Nicola Talbot}
+
+\begin{document}
+\maketitle
+
+\frontmatter
+
+\chapter{Foreword}
+
+This is an example book that combines multiple articles. Each
+article uses the \textsf{jmlr} class file. \emph{The articles
+should not need to be edited in order to combine them using this
+class file.}\footnote{Unless the authors have done something
+weird or have used problematic packages.} In particular, you
+don't need to delete \verb|\documentclass|,
+\verb|\begin{document}| and \verb|\end{document}|. The articles
+should be able to compile on their own or as part of this book.
+
+In the preamble of the book, you need to include the packages
+that the articles include, but you don't need to include
+any packages that are automatically loaded by the \textsf{jmlr}
+class (\textsf{amsmath}, \textsf{amssymb}, \textsf{natbib},
+\textsf{graphicx}, \textsf{url}, \textsf{xcolor} and
+\textsf{algorithm2e}). You also don't need to include the
+\textsf{hyperref} and \textsf{combnat} packages as they are
+automatically loaded by \textsf{jmlrbook}. For example, some of the
+articles imported in this book use the \textsf{lipsum} package,
+so that package needs to be included in the preamble of the
+book.
+
+Commands defined in the imported articles will be local to that
+article unless \verb|\gdef| or \verb|\global| has been used. This
+means that if more than one article has defined the same command,
+there shouldn't be a conflict unless the command has been defined
+globally. For example, \texttt{paper1/paper1.tex} and
+\texttt{paper2/paper2.tex} both define \verb|\samplecommand|, but
+since \verb|\newcommand| has been used, rather than \verb|\gdef|,
+there's no conflict. However, a problem will occur if the same
+command is also defined in this document before either of those
+files are imported.
+
+Many packages must be loaded before \textsf{hyperref}. If these
+packages haven't been loaded by \textsf{jmlr}, you will need
+to specify them using \textsf{jmlrbook}'s \texttt{prehyperref}
+option. For example, to load the packages ``foo'' and ``bar'':
+\begin{verbatim}
+\documentclass[
+ prehyperref={\usepackage{foo}\usepackage{bar}}
+ ]{jmlrbook}
+\end{verbatim}
+or:
+\begin{verbatim}
+\documentclass[
+ prehyperref={\usepackage{foo,bar}}
+ ]{jmlrbook}
+\end{verbatim}
+
+
+The imported papers need to be placed inside the
+\texttt{jmlrpapers} environment. Papers that have already
+been published should be included using \verb|\importpubpaper|
+and papers that haven't been published elsewhere should be
+imported using \verb|\importarticle|. Both commands have an
+optional argument that specifies the prefix to use in the labels
+within the imported article. If omitted, the article's file
+name is used.
+
+Both articles and the book may have appendices and parts created.
+Parts are created using \verb|\part|\{\emph{title}\}. Switch
+to appendices using \verb|\appendix| and then use \verb|\chapter|
+(for the book) or \verb|\section| (in imported articles).
+
+Cross-referencing other parts of the book is done using the
+usual \verb|\label| and \verb|\ref| mechanism. The \textsf{jmlr}
+class additional provides convenience commands such as
+\verb|\sectionref| and \verb|\figureref|. Unlike \verb|\ref|,
+these commands may take a comma-separated list of labels as the
+argument.
+
+The \textsf{jmlrbook} additionally provides \verb|\chapterref|
+(which can take a comma-separated list of labels) and commands
+to reference imported articles (which take a single label
+as the argument): \verb|\articlepageref| (the starting page of
+the article), \verb|\articlepagesref| (the page range for the
+article), \verb|\articletitleref| (the short title for the
+article) and \verb|\articleauthorref| (the article's author).
+
+You may also cross-reference parts of the imported articles,
+but you need to prefix the label with the label supplied
+in the optional argument of \verb|\importpubpaper| or
+\verb|\importarticle|. (If omitted, this is given by
+directory/file name.)
+
+For example, the first appendix in this book is
+\appendixref{apd:first}, but the first appendix in
+``\articletitleref{paper1/paper1}'' by
+\articleauthorref{paper1/paper1}
+(pp.~\articlepagesref{paper1/paper1}) is
+\appendixref{paper1/paper1apd:first}.
+Here's a reference to a couple of tables in
+\articletitleref{paper1/paper1}:
+\tableref{paper1/paper1tab:sample,paper1/paper1tab:sample2}.
+
+The author of a foreword (or other chapter) can sign off using
+the \texttt{authorsignoff} environment. Each author should be
+specified using \verb|\Author|.
+
+\begin{authorsignoff}
+\Author{Nicola Talbot\\
+University of East Anglia}
+\end{authorsignoff}
+
+\chapter{Preface}
+
+The editorial team can sign off at the end of the preface using
+the \texttt{signoff} environment. This has two arguments: the
+optional argument is a name for the editorial team (defaults to
+``The Editorial Team'') and the mandatory argument is the date.
+Within the environment, use \verb|\Editor| for each editor.
+
+\begin{signoff}{March 2010}
+% First editor:
+\Editor{Nicola Talbot\\
+University of East Anglia\\
+\mailto{N.Talbot@uea.ac.uk}}
+% Second editor:
+\Editor{Anne Editor\\
+University of Nowhere\\
+\mailto{ae@sample.com}}
+\end{signoff}
+
+\tableofcontents
+
+\mainmatter
+
+\part{First Part of the Book}
+
+\chapter{Introduction}
+
+This is an introduction to the book.
+
+\section{Sample Section}
+
+This is a section in the introduction.
+
+\subsection{Sample Sub-Section}
+
+This is a sub-section.
+
+\subsubsection{Sample Sub-Sub-Section}
+
+This is a sub-sub-section.
+
+\paragraph{Sample Sub-Sub-Sub-Section}
+
+This is a sub-sub-sub-section.
+
+\subparagraph{Sample Sub-Sub-Sub-Sub-Section}
+
+This is a sub-sub-sub-sub-section.
+
+% Add a part to the TOC but don't print anything
+\addtocpart{Papers Published in JMLR W\&CP}
+
+\begin{jmlrpapers}
+ % Prepublished papers are imported using:
+ % \importpubpaper[label]{dir}{file}{pages}
+ % pages refers to the page range in the original publication
+ % which doesn't necessarily correspond to the page numbers in
+ % this book.
+ \importpubpaper{paper1}{paper1}{23--45}
+
+ \importpubpaper{paper2}{paper2}{63--70}
+
+\end{jmlrpapers}
+
+% Add a part to the TOC but don't print anything
+\addtocpart{Unpublished Papers}
+
+\begin{jmlrpapers}
+ % Unpublished papers are imported using:
+ % \importarticle[label]{dir}{file}
+ \importarticle{paper3}{paper3}
+
+ \importarticle{paper4}{paper4}
+\end{jmlrpapers}
+
+\appendix
+
+\part{First Part of Appendices}\label{pt:apd1}
+
+\chapter*{Introduction}
+
+This is an introduction to \partref{pt:apd1}.
+
+\chapter{First Appendix}
+\label{apd:first}
+
+This is an appendix.
+
+\chapter{Second Appendix}
+\label{apd:second}
+
+This is another appendix.
+
+\part{Second Part of Appendices}
+
+\chapter{An Appendix}
+\label{apd:third}
+
+This is an appendix in another part.
+
+\end{document}
diff --git a/Master/texmf-dist/doc/latex/jmlr/sample-books/paper1/paper1.bib b/Master/texmf-dist/doc/latex/jmlr/sample-books/paper1/paper1.bib
new file mode 100644
index 00000000000..ddc24c66628
--- /dev/null
+++ b/Master/texmf-dist/doc/latex/jmlr/sample-books/paper1/paper1.bib
@@ -0,0 +1,19 @@
+@article{guyon-elisseeff-03,
+ title = "An Introduction to Variable and Feature Selection",
+ author = "I. Guyon and A. Elisseeff",
+ journal = "JMLR",
+ volume = "3",
+ month = MAR,
+ pages = "1157-1182",
+ year = 2003
+}
+
+@techreport{guyon2007causalreport,
+ author = {I. Guyon and C. Aliferis and A. Elisseeff},
+ title = {Causal Feature Selection},
+ institution = {Clopinet},
+ year = 2007,
+ type = {Technical Report },
+ source = {\url{http://clopinet.com/isabelle/Papers/causalFS.pdf}}
+}
+
diff --git a/Master/texmf-dist/doc/latex/jmlr/sample-books/paper1/paper1.tex b/Master/texmf-dist/doc/latex/jmlr/sample-books/paper1/paper1.tex
new file mode 100644
index 00000000000..5d05fff2d55
--- /dev/null
+++ b/Master/texmf-dist/doc/latex/jmlr/sample-books/paper1/paper1.tex
@@ -0,0 +1,83 @@
+\documentclass[wcp]{jmlr}
+
+\usepackage{lipsum}% Provides dummy text for this example
+
+\newcommand{\samplecommand}{\emph{A sample command}}
+
+\jmlrvolume{42}
+\jmlryear{2010}
+\jmlrworkshop{Workshop on Causality}
+
+\title[Article 1]{First Sample Article}
+
+\author{\Name{Jane Doe}\Email{jd@sample.com}\and
+\Name{John {Smith Jones}}\Email{jsj@sample.com}\\
+\addr{University of No Where}}
+
+\editor{Anne Editor}
+
+\begin{document}
+\maketitle
+
+\begin{abstract}
+\lipsum[1]
+\end{abstract}
+\begin{keywords}
+Sample
+\end{keywords}
+
+\section{Introduction}
+
+This is a sample article. \sectionref{sec:method} discusses
+the method used. \equationref{eq:emc2} is an interesting
+equation. The results are discussed in \sectionref{sec:results}
+and some other stuff is in \appendixref{apd:first}.
+\samplecommand.
+
+\lipsum
+
+\section{Method}\label{sec:method}
+
+\lipsum
+
+\begin{equation}\label{eq:emc2}
+E = mc^2
+\end{equation}
+
+\section{Results}\label{sec:results}
+
+\begin{table}[htbp]
+\floatconts
+ {tab:sample}
+ {\caption{A Sample Table}}
+ {%
+ \begin{tabular}{cc}
+ A & B\\
+ 1 & 2
+ \end{tabular}
+ }%
+\end{table}
+
+\begin{table}[htbp]
+\floatconts
+ {tab:sample2}
+ {\caption{Another Sample Table}}
+ {%
+ \begin{tabular}{cc}
+ A & B\\
+ 1 & 2
+ \end{tabular}
+ }%
+\end{table}
+
+\lipsum
+
+Here are some citations: \citet{guyon-elisseeff-03,guyon2007causalreport}.
+
+\bibliography{paper1}
+
+\appendix
+\section{First Appendix}\label{apd:first}
+
+\lipsum
+\end{document}
diff --git a/Master/texmf-dist/doc/latex/jmlr/sample-books/paper2/paper2.bib b/Master/texmf-dist/doc/latex/jmlr/sample-books/paper2/paper2.bib
new file mode 100644
index 00000000000..ddc24c66628
--- /dev/null
+++ b/Master/texmf-dist/doc/latex/jmlr/sample-books/paper2/paper2.bib
@@ -0,0 +1,19 @@
+@article{guyon-elisseeff-03,
+ title = "An Introduction to Variable and Feature Selection",
+ author = "I. Guyon and A. Elisseeff",
+ journal = "JMLR",
+ volume = "3",
+ month = MAR,
+ pages = "1157-1182",
+ year = 2003
+}
+
+@techreport{guyon2007causalreport,
+ author = {I. Guyon and C. Aliferis and A. Elisseeff},
+ title = {Causal Feature Selection},
+ institution = {Clopinet},
+ year = 2007,
+ type = {Technical Report },
+ source = {\url{http://clopinet.com/isabelle/Papers/causalFS.pdf}}
+}
+
diff --git a/Master/texmf-dist/doc/latex/jmlr/sample-books/paper2/paper2.tex b/Master/texmf-dist/doc/latex/jmlr/sample-books/paper2/paper2.tex
new file mode 100644
index 00000000000..01471c1f04a
--- /dev/null
+++ b/Master/texmf-dist/doc/latex/jmlr/sample-books/paper2/paper2.tex
@@ -0,0 +1,60 @@
+\documentclass[wcp]{jmlr}
+
+\usepackage{lipsum}% Provides dummy text for this example
+
+\newcommand{\samplecommand}{\textbf{A sample command}}
+
+\jmlrvolume{42}
+\jmlryear{2010}
+\jmlrworkshop{Workshop on Causality}
+
+\title[Article 2]{Second Sample Article}
+
+\author{\Name{Bob {de Winter}}\Email{bdw@sample.com}\\
+\Name{{\'E}louise Mary Finchley}\Email{emf@sample.com}\\
+\Name{Jack Mark Jones}\Email{jmj@sample.com}\\
+\addr{University of No Where}}
+
+\editor{Anne Other Editor}
+
+\begin{document}
+\maketitle
+
+\begin{abstract}
+\lipsum[1]
+\end{abstract}
+\begin{keywords}
+Sample
+\end{keywords}
+
+\section{Introduction}
+
+This is a sample article. \sectionref{sec:method} discusses
+the method used. \equationref{eq:emc2} is an interesting
+equation. The results are discussed in \sectionref{sec:results}
+and some other stuff is in \appendixref{apd:first}.
+\samplecommand.
+
+\lipsum
+
+\section{Method}\label{sec:method}
+
+\lipsum
+
+\begin{equation}\label{eq:emc2}
+E = mc^2
+\end{equation}
+
+\section{Results}\label{sec:results}
+
+\lipsum
+
+Here are some citations: \citet{guyon-elisseeff-03,guyon2007causalreport}.
+
+\bibliography{paper2}
+
+\appendix
+\section{First Appendix}\label{apd:first}
+
+\lipsum
+\end{document}
diff --git a/Master/texmf-dist/doc/latex/jmlr/sample-books/paper3/paper3.bib b/Master/texmf-dist/doc/latex/jmlr/sample-books/paper3/paper3.bib
new file mode 100644
index 00000000000..ddc24c66628
--- /dev/null
+++ b/Master/texmf-dist/doc/latex/jmlr/sample-books/paper3/paper3.bib
@@ -0,0 +1,19 @@
+@article{guyon-elisseeff-03,
+ title = "An Introduction to Variable and Feature Selection",
+ author = "I. Guyon and A. Elisseeff",
+ journal = "JMLR",
+ volume = "3",
+ month = MAR,
+ pages = "1157-1182",
+ year = 2003
+}
+
+@techreport{guyon2007causalreport,
+ author = {I. Guyon and C. Aliferis and A. Elisseeff},
+ title = {Causal Feature Selection},
+ institution = {Clopinet},
+ year = 2007,
+ type = {Technical Report },
+ source = {\url{http://clopinet.com/isabelle/Papers/causalFS.pdf}}
+}
+
diff --git a/Master/texmf-dist/doc/latex/jmlr/sample-books/paper3/paper3.tex b/Master/texmf-dist/doc/latex/jmlr/sample-books/paper3/paper3.tex
new file mode 100644
index 00000000000..03416f1e9bb
--- /dev/null
+++ b/Master/texmf-dist/doc/latex/jmlr/sample-books/paper3/paper3.tex
@@ -0,0 +1,51 @@
+\documentclass[wcp]{jmlr}
+
+\usepackage{lipsum}% Provides dummy text for this example
+
+\title[Article 3]{Third Sample Article}
+
+\author{\Name{John Smith}\Email{js@sample.com}\\
+\addr{University of No Where}}
+
+\editor{Anne Editor}
+
+\begin{document}
+\maketitle
+
+\begin{abstract}
+\lipsum[1]
+\end{abstract}
+\begin{keywords}
+Sample
+\end{keywords}
+
+\section{Introduction}
+
+This is a sample article. \sectionref{sec:method} discusses
+the method used. \equationref{eq:emc2} is an interesting
+equation. The results are discussed in \sectionref{sec:results}
+and some other stuff is in \appendixref{apd:first}.
+
+\lipsum
+
+\section{Method}\label{sec:method}
+
+\lipsum
+
+\begin{equation}\label{eq:emc2}
+E = mc^2
+\end{equation}
+
+\section{Results}\label{sec:results}
+
+\lipsum
+
+Here are some citations: \citet{guyon-elisseeff-03,guyon2007causalreport}.
+
+\bibliography{paper3}
+
+\appendix
+\section{First Appendix}\label{apd:first}
+
+\lipsum
+\end{document}
diff --git a/Master/texmf-dist/doc/latex/jmlr/sample-books/paper4/paper4.bib b/Master/texmf-dist/doc/latex/jmlr/sample-books/paper4/paper4.bib
new file mode 100644
index 00000000000..ddc24c66628
--- /dev/null
+++ b/Master/texmf-dist/doc/latex/jmlr/sample-books/paper4/paper4.bib
@@ -0,0 +1,19 @@
+@article{guyon-elisseeff-03,
+ title = "An Introduction to Variable and Feature Selection",
+ author = "I. Guyon and A. Elisseeff",
+ journal = "JMLR",
+ volume = "3",
+ month = MAR,
+ pages = "1157-1182",
+ year = 2003
+}
+
+@techreport{guyon2007causalreport,
+ author = {I. Guyon and C. Aliferis and A. Elisseeff},
+ title = {Causal Feature Selection},
+ institution = {Clopinet},
+ year = 2007,
+ type = {Technical Report },
+ source = {\url{http://clopinet.com/isabelle/Papers/causalFS.pdf}}
+}
+
diff --git a/Master/texmf-dist/doc/latex/jmlr/sample-books/paper4/paper4.tex b/Master/texmf-dist/doc/latex/jmlr/sample-books/paper4/paper4.tex
new file mode 100644
index 00000000000..06d866e2287
--- /dev/null
+++ b/Master/texmf-dist/doc/latex/jmlr/sample-books/paper4/paper4.tex
@@ -0,0 +1,51 @@
+\documentclass[wcp]{jmlr}
+
+\usepackage{lipsum}% Provides dummy text for this example
+
+\title[Article 4]{Fourth Sample Article}
+
+\author{\Name{Mary-Jane {de Beer}}\Email{mjdb@sample.com}\\
+\addr{University of No Where}}
+
+\editor{Anne Editor}
+
+\begin{document}
+\maketitle
+
+\begin{abstract}
+\lipsum[1]
+\end{abstract}
+\begin{keywords}
+Sample
+\end{keywords}
+
+\section{Introduction}
+
+This is a sample article. \sectionref{sec:method} discusses
+the method used. \equationref{eq:emc2} is an interesting
+equation. The results are discussed in \sectionref{sec:results}
+and some other stuff is in \appendixref{apd:first}.
+
+\lipsum
+
+\section{Method}\label{sec:method}
+
+\lipsum
+
+\begin{equation}\label{eq:emc2}
+E = mc^2
+\end{equation}
+
+\section{Results}\label{sec:results}
+
+\lipsum
+
+Here are some citations: \citet{guyon-elisseeff-03,guyon2007causalreport}.
+
+\bibliography{paper4}
+
+\appendix
+\section{First Appendix}\label{apd:first}
+
+\lipsum
+\end{document}
diff --git a/Master/texmf-dist/doc/latex/jmlr/sample-books/proceedings-sample.tex b/Master/texmf-dist/doc/latex/jmlr/sample-books/proceedings-sample.tex
new file mode 100644
index 00000000000..71e6518f453
--- /dev/null
+++ b/Master/texmf-dist/doc/latex/jmlr/sample-books/proceedings-sample.tex
@@ -0,0 +1,67 @@
+\documentclass[wcp]{jmlrbook}% on-line color version
+%\documentclass[wcp,gray]{jmlrbook}% print version
+
+\jmlrvolume{42}
+\jmlryear{2010}
+\jmlrworkshop{Workshop on Causality}
+
+% Packages used by imported articles:
+\usepackage{lipsum}
+
+% Title is added to the PDF properties. Optional argument
+% is used instead, if present.
+%\title[Short Title]{Big Long Title}
+\title{Sample Proceedings}
+
+\author[Anne Editor et al.]{Anne Editor, Anne Other Editor and Nicola Talbot}
+
+\subtitle{\thejmlrworkshop}
+
+\logo{\includegraphics{bookLogo}}
+
+\begin{document}
+\maketitle
+
+\frontmatter
+
+\chapter{Foreword}
+
+This is the foreword.
+
+\begin{authorsignoff}
+\Author{Nicola Talbot\\
+University of East Anglia}
+\end{authorsignoff}
+
+\chapter{Preface}
+
+This is the preface
+
+\begin{signoff}{March 2010}
+% First editor:
+\Editor{Nicola Talbot\\
+University of East Anglia\\
+\mailto{N.Talbot@uea.ac.uk}}
+% Second editor:
+\Editor{Anne Editor\\
+University of Nowhere\\
+\mailto{ae@sample.com}}
+\end{signoff}
+
+\tableofcontents
+
+\mainmatter
+
+\begin{jmlrpapers}
+ \addtocpart{Introduction}
+ % syntax: \importpaper[label]{directory}{filename}
+ \importpaper{paper1}{paper1}
+ \addtocpart{First Topic}
+ \importpaper{paper2}{paper2}
+ \importpaper{paper3}{paper3}
+ \addtocpart{Second Topic}
+ \importpaper{paper4}{paper4}
+\end{jmlrpapers}
+
+
+\end{document}
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+\frame{\begin{picture}(100,100)
+\put(25,50){\dashbox{.5}(10,10){$A$}}
+\put(50,50){\dashbox{.5}(10,10){$B$}}
+\end{picture}}
diff --git a/Master/texmf-dist/doc/latex/jmlr/sample-papers/jmlr-sample.bib b/Master/texmf-dist/doc/latex/jmlr/sample-papers/jmlr-sample.bib
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+@article{guyon-elisseeff-03,
+ title = "An Introduction to Variable and Feature Selection",
+ author = "I. Guyon and A. Elisseeff",
+ journal = "JMLR",
+ volume = "3",
+ month = MAR,
+ pages = "1157-1182",
+ year = 2003
+}
+
+@techreport{guyon2007causalreport,
+ author = {I. Guyon and C. Aliferis and A. Elisseeff},
+ title = {Causal Feature Selection},
+ institution = {Clopinet},
+ year = 2007,
+ type = {Technical Report },
+ source = {\url{http://clopinet.com/isabelle/Papers/causalFS.pdf}}
+}
+
diff --git a/Master/texmf-dist/doc/latex/jmlr/sample-papers/jmlr-sample.tex b/Master/texmf-dist/doc/latex/jmlr/sample-papers/jmlr-sample.tex
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@@ -0,0 +1,752 @@
+%\documentclass[gray]{jmlr} % test grayscale version
+\documentclass{jmlr}
+
+% The following packages will be automatically loaded:
+% amsmath, amssymb, natbib, graphicx, url, algorithm2e
+
+%\usepackage{rotating}% for sideways figures and tables
+%\usepackage{longtable}% for long tables
+
+% The booktabs package is used by this sample document
+% (it provides \toprule, \midrule and \bottomrule).
+% Remove the next line if you don't require it.
+\usepackage{booktabs}
+% The siunitx package is used by this sample document
+% to align numbers in a column by their decimal point.
+% Remove the next line if you don't require it.
+\usepackage{siunitx}
+
+% The following command is just for this sample document:
+\newcommand{\cs}[1]{\texttt{\char`\\#1}}
+
+\jmlrvolume{vol}
+\jmlryear{2010}
+\jmlrsubmitted{submission date}
+\jmlrpublished{publication date}
+
+\title[Short Title]{Full Title of Article}
+
+ % Use \Name{Author Name} to specify the name.
+ % If the surname contains spaces, enclose the surname
+ % in braces, e.g. \Name{John {Smith Jones}} similarly
+ % if the name has a "von" part, e.g \Name{Jane {de Winter}}.
+ % If the first letter in the forenames is a diacritic
+ % enclose the diacritic in braces, e.g. \Name{{\'E}louise Smith}
+
+ % Two authors with the same address
+ \author{\Name{Author Name1} \Email{abc@sample.com}\and
+ \Name{Author Name2} \Email{xyz@sample.com}\\
+ \addr Address}
+
+ % Three or more authors with the same address:
+ % \author{\Name{Author Name1} \Email{an1@sample.com}\\
+ % \Name{Author Name2} \Email{an2@sample.com}\\
+ % \Name{Author Name3} \Email{an3@sample.com}\\
+ % \Name{Author Name4} \Email{an4@sample.com}\\
+ % \Name{Author Name5} \Email{an5@sample.com}\\
+ % \Name{Author Name6} \Email{an6@sample.com}\\
+ % \Name{Author Name7} \Email{an7@sample.com}\\
+ % \Name{Author Name8} \Email{an8@sample.com}\\
+ % \Name{Author Name9} \Email{an9@sample.com}\\
+ % \Name{Author Name10} \Email{an10@sample.com}\\
+ % \Name{Author Name11} \Email{an11@sample.com}\\
+ % \Name{Author Name12} \Email{an12@sample.com}\\
+ % \Name{Author Name13} \Email{an13@sample.com}\\
+ % \Name{Author Name14} \Email{an14@sample.com}\\
+ % \addr Address}
+
+
+ % Authors with different addresses:
+ % \author{\Name{Author Name1} \Email{abc@sample.com}\\
+ % \addr Address 1
+ % \AND
+ % \Name{Author Name2} \Email{xyz@sample.com}\\
+ % \addr Address 2
+ %}
+
+\editor{Editor's name}
+
+\begin{document}
+
+\maketitle
+
+\begin{abstract}
+This is the abstract for this article.
+\end{abstract}
+\begin{keywords}
+List of keywords
+\end{keywords}
+
+\section{Introduction}
+\label{sec:intro}
+
+This is a sample article that uses the \textsf{jmlr} class with
+the \texttt{wcp} class option. Please follow the guidelines in
+this sample document as it can help to reduce complications when
+combining the articles into a book. Please avoid using obsolete
+commands, such as \verb|\rm|, and obsolete packages, such as
+\textsf{epsfig}.\footnote{See
+\url{http://www.ctan.org/pkg/l2tabu}} Please also ensure
+that your document will compile with PDF\LaTeX.
+
+\subsection{Sub-sections}
+
+Sub-sections are produced using \verb|\subsection|.
+
+\subsubsection{Sub-sub-sections}
+
+Sub-sub-sections are produced using \verb|\subsubsection|.
+
+\paragraph{Sub-sub-sub-sections}
+
+Sub-sub-sub-sections are produced using \verb|\paragraph|.
+These are unnumbered with a running head.
+
+\subparagraph{Sub-sub-sub-sub-sections}
+
+Sub-sub-sub-sub-sections are produced using \verb|\subparagraph|.
+These are unnumbered with a running head.
+
+\section{Cross-Referencing}
+
+Always use \verb|\label| and \verb|\ref| (or one of the commands
+described below) when cross-referencing. For example, the next
+section is Section~\ref{sec:math}. The \textsf{jmlr} class
+provides some convenient cross-referencing commands:
+\verb|\sectionref|, \verb|\equationref|, \verb|\tableref|,
+\verb|\figureref|, \verb|\algorithmref|, \verb|\theoremref|,
+\verb|\lemmaref|, \verb|\remarkref|, \verb|\corollaryref|,
+\verb|\definitionref|, \verb|\conjectureref|, \verb|\axiomref|,
+\verb|\exampleref| and \verb|\appendixref|. The argument of these
+commands may either be a single label or a comma-separated list
+of labels. Examples:
+
+Referencing sections: \sectionref{sec:math} or
+\sectionref{sec:intro,sec:math} or
+\sectionref{sec:intro,sec:math,sec:tables,sec:figures}.
+
+Referencing equations: \equationref{eq:trigrule} or
+\equationref{eq:trigrule,eq:df} or
+\equationref{eq:trigrule,eq:f,eq:df,eq:y}.
+
+Referencing tables: \tableref{tab:operatornames} or
+\tableref{tab:operatornames,tab:example} or
+\tableref{tab:operatornames,tab:example,tab:example-booktabs}.
+
+Referencing figures: \figureref{fig:nodes} or
+\figureref{fig:nodes,fig:teximage} or
+\figureref{fig:nodes,fig:teximage,fig:subfigex} or
+\figureref{fig:circle,fig:square}.
+
+Referencing algorithms: \algorithmref{alg:gauss} or
+\algorithmref{alg:gauss,alg:moore} or
+\algorithmref{alg:gauss,alg:moore,alg:net}.
+
+Referencing theorem-like environments: \theoremref{thm:eigenpow},
+\lemmaref{lem:sample}, \remarkref{rem:sample},
+\corollaryref{cor:sample}, \definitionref{def:sample},
+\conjectureref{con:sample}, \axiomref{ax:sample} and
+\exampleref{ex:sample}.
+
+Referencing appendices: \appendixref{apd:first} or
+\appendixref{apd:first,apd:second}.
+
+\section{Equations}
+\label{sec:math}
+
+The \textsf{jmlr} class loads the \textsf{amsmath} package, so
+you can use any of the commands and environments defined there.
+(See the \textsf{amsmath} documentation for further
+details.\footnote{Either \texttt{texdoc amsmath} or
+\url{http://www.ctan.org/pkg/amsmath}})
+
+Unnumbered single-lined equations should be displayed using
+\verb|\[| and \verb|\]|. For example:
+\[E = m c^2\]
+Numbered single-line equations should be displayed using the
+\texttt{equation} environment. For example:
+\begin{equation}\label{eq:trigrule}
+\cos^2\theta + \sin^2\theta \equiv 1
+\end{equation}
+This can be referenced using \verb|\label| and \verb|\equationref|.
+For example, \equationref{eq:trigrule}.
+
+Multi-lined numbered equations should be displayed using the
+\texttt{align} environment. For example:
+\begin{align}
+f(x) &= x^2 + x\label{eq:f}\\
+f'(x) &= 2x + 1\label{eq:df}
+\end{align}
+Unnumbered multi-lined equations should be displayed using the
+\texttt{align*} environment. For example:
+\begin{align*}
+f(x) &= (x+1)(x-1)\\
+&= x^2 - 1
+\end{align*}
+If you want to mix numbered with unnumbered lines use the
+align environment and suppress unwanted line numbers with
+\verb|\nonumber|. For example:
+\begin{align}
+y &= x^2 + 3x - 2x + 1\nonumber\\
+&= x^2 + x + 1\label{eq:y}
+\end{align}
+An equation that is too long to fit on a single line can be
+displayed using the \texttt{split} environment.
+Text can be embedded in an equation using \verb|\text| or
+\verb|\intertext| (as used in \theoremref{thm:eigenpow}).
+See the \textsf{amsmath} documentation for further details.
+
+\subsection{Operator Names}
+\label{sec:op}
+
+Predefined operator names are listed in \tableref{tab:operatornames}.
+For additional operators, either use \verb|\operatorname|,
+for example $\operatorname{var}(X)$ or declare it with
+\verb|\DeclareMathOperator|, for example
+\begin{verbatim}
+\DeclareMathOperator{\var}{var}
+\end{verbatim}
+and then use this new command. If you want limits that go above and
+below the operator (like \verb|\sum|) use the starred versions
+(\verb|\operatorname*| or \verb|\DeclareMathOperator*|).
+
+\begin{table}[htbp]
+\floatconts
+ {tab:operatornames}%
+ {\caption{Predefined Operator Names (taken from
+ \textsf{amsmath} documentation)}}%
+ {%
+\begin{tabular}{rlrlrlrl}
+\cs{arccos} & $\arccos$ & \cs{deg} & $\deg$ & \cs{lg} & $\lg$ & \cs{projlim} & $\projlim$ \\
+\cs{arcsin} & $\arcsin$ & \cs{det} & $\det$ & \cs{lim} & $\lim$ & \cs{sec} & $\sec$ \\
+\cs{arctan} & $\arctan$ & \cs{dim} & $\dim$ & \cs{liminf} & $\liminf$ & \cs{sin} & $\sin$ \\
+\cs{arg} & $\arg$ & \cs{exp} & $\exp$ & \cs{limsup} & $\limsup$ & \cs{sinh} & $\sinh$ \\
+\cs{cos} & $\cos$ & \cs{gcd} & $\gcd$ & \cs{ln} & $\ln$ & \cs{sup} & $\sup$ \\
+\cs{cosh} & $\cosh$ & \cs{hom} & $\hom$ & \cs{log} & $\log$ & \cs{tan} & $\tan$ \\
+\cs{cot} & $\cot$ & \cs{inf} & $\inf$ & \cs{max} & $\max$ & \cs{tanh} & $\tanh$ \\
+\cs{coth} & $\coth$ & \cs{injlim} & $\injlim$ & \cs{min} & $\min$ \\
+\cs{csc} & $\csc$ & \cs{ker} & $\ker$ & \cs{Pr} & $\Pr$
+\end{tabular}\par
+\begin{tabular}{rlrl}
+\cs{varlimsup} & $\varlimsup$
+& \cs{varinjlim} & $\varinjlim$\\
+\cs{varliminf} & $\varliminf$
+& \cs{varprojlim} & $\varprojlim$
+\end{tabular}
+}
+\end{table}
+
+\section{Vectors and Sets}
+\label{sec:vec}
+
+Vectors should be typeset using \cs{vec}. For example $\vec{x}$.
+The \textsf{jmlr} class also provides \cs{set} to typeset a
+set. For example $\set{S}$.
+
+\section{Floats}
+\label{sec:floats}
+
+Floats, such as figures, tables and algorithms, are moving
+objects and are supposed to float to the nearest convenient
+location. Please don't force them to go in a particular place. In
+general it's best to use the \texttt{htbp} specifier and don't
+put the figure or table in the middle of a paragraph (that is
+make sure there's a paragraph break above and below the float).
+Floats are supposed to have a little extra space above and below
+them to make them stand out from the rest of the text. This extra
+spacing is put in automatically and shouldn't need modifying.
+
+To ensure consistency, please \emph{don't} try changing the format of the caption by doing
+something like:
+\begin{verbatim}
+\caption{\textit{A Sample Caption.}}
+\end{verbatim}
+or
+\begin{verbatim}
+\caption{\em A Sample Caption.}
+\end{verbatim}
+You can, of course, change the font for individual words or
+phrases, for example:
+\begin{verbatim}
+\caption{A Sample Caption With Some \emph{Emphasized Words}.}
+\end{verbatim}
+
+\subsection{Tables}
+\label{sec:tables}
+
+Tables should go in the \texttt{table} environment. Within this
+environment use \verb|\floatconts| (defined by \textsf{jmlr})
+to set the caption correctly and center the table contents.
+
+\begin{table}[htbp]
+% The first argument is the label.
+% The caption goes in the second argument, and the table contents
+% go in the third argument.
+\floatconts
+ {tab:example}%
+ {\caption{An Example Table}}%
+ {\begin{tabular}{ll}
+ \bfseries Dataset & \bfseries Result\\
+ Data1 & 0.12345\\
+ Data2 & 0.67890\\
+ Data3 & 0.54321\\
+ Data4 & 0.09876
+ \end{tabular}}
+\end{table}
+
+If you want horizontal rules you can use the \textsf{booktabs}
+package which provides the commands \verb|\toprule|,
+\verb|\midrule| and \verb|\bottomrule|. For example, see
+\tableref{tab:example-booktabs}.
+
+\begin{table}[hbtp]
+\floatconts
+ {tab:example-booktabs}
+ {\caption{A Table With Horizontal Lines}}
+ {\begin{tabular}{ll}
+ \toprule
+ \bfseries Dataset & \bfseries Result\\
+ \midrule
+ Data1 & 0.12345\\
+ Data2 & 0.67890\\
+ Data3 & 0.54321\\
+ Data4 & 0.09876\\
+ \bottomrule
+ \end{tabular}}
+\end{table}
+
+If you want vertical lines as well, you can't use the
+\textsf{booktabs} commands as there'll be some unwanted gaps.
+Instead you can use \LaTeX's \verb|\hline|, but the rows may
+appear a bit cramped. You can add extra space above or below a
+row using \verb|\abovestrut| and \verb|\belowstrut|. For example,
+see \tableref{tab:example-hline}.
+
+\begin{table}[htbp]
+\floatconts
+ {tab:example-hline}
+ {\caption{A Table With Horizontal and Vertical Lines}}%
+ {%
+ \begin{tabular}{|l|l|}
+ \hline
+ \abovestrut{2.2ex}\bfseries Dataset & \bfseries Result\\\hline
+ \abovestrut{2.2ex}Data1 & 0.12345\\
+ Data2 & 0.67890\\
+ Data3 & 0.54321\\
+ \belowstrut{0.2ex}Data4 & 0.09876\\\hline
+ \end{tabular}
+ }
+\end{table}
+
+If you want to align numbers on their decimal point, you can
+use the \textsf{siunitx} package. For example, see
+\tableref{tab:example-siunitx}. For further details see the
+\textsf{siunitx} documentation\footnote{Either \texttt{texdoc
+siunitx} or \url{http://www.ctan.org/pkg/siunitx}}.
+
+\begin{table}[htbp]
+\floatconts
+ {tab:example-siunitx}
+ {\caption{A Table With Numbers Aligned on the Decimal Point}}
+ {\begin{tabular}{lS[tabformat=3.5]}
+ \bfseries Dataset & {\bfseries Result}\\
+ Data1 & 0.12345\\
+ Data2 & 10.6789\\
+ Data3 & 50.543\\
+ Data4 & 200.09876
+ \end{tabular}}
+\end{table}
+
+If the table is too wide, you can adjust the inter-column
+spacing by changing the value of \verb|\tabcolsep|. For
+example:
+\begin{verbatim}
+\setlength{\tabcolsep}{3pt}
+\end{verbatim}
+If the table is very wide but not very long, you can use the
+\texttt{sidewaystable} environment defined in the
+\textsf{rotating} package (so use \verb|\usepackage{rotating}|).
+If the table is too long to fit on a page, you should use the
+\texttt{longtable} environment defined in the \textsf{longtable}
+package (so use \verb|\usepackage{longtable}|).
+
+\subsection{Figures}
+\label{sec:figures}
+
+Figures should go in the \texttt{figure} environment. Within this
+environment, use \verb|\floatconts| to correctly position the
+caption and center the image. Use \verb|\includegraphics|
+for external graphics files but omit the file extension. Do not
+use \verb|\epsfig| or \verb|\psfig|. If you want to scale the
+image, it's better to use a fraction of the line width rather
+than an explicit length. For example, see \figureref{fig:nodes}.
+
+\begin{figure}[htbp]
+% Caption and label go in the first argument and the figure contents
+% go in the second argument
+\floatconts
+ {fig:nodes}
+ {\caption{Example Image}}
+ {\includegraphics[width=0.5\linewidth]{images/nodes}}
+\end{figure}
+
+If your image is made up of \LaTeX\ code (for example, commands
+provided by the \textsf{pgf} package) you can include it using
+\cs{includeteximage} (defined by the \textsf{jmlr} class). This
+can be scaled and rotated in the same way as \cs{includegraphics}.
+For example, see \figureref{fig:teximage}.
+
+\begin{figure}[htbp]
+\floatconts
+ {fig:teximage}
+ {\caption{Image Created Using \LaTeX\ Code}}
+ {\includeteximage[angle=45]{images/teximage}}
+\end{figure}
+
+If the figure is too wide to fit on the page, you can use the
+\texttt{sidewaysfigure} environment defined in the
+\textsf{rotating} package.
+
+Don't use \verb|\graphicspath|. If the images are contained in
+a subdirectory, specify this when you include the image, for
+example \verb|\includegraphics{figures/mypic}|.
+
+\subsubsection{Sub-Figures}
+\label{sec:subfigures}
+
+Sub-figures can be created using \verb|\subfigure|, which is
+defined by the \textsf{jmlr} class. The optional argument allows
+you to provide a subcaption. The label should be placed in the
+mandatory argument of \verb|\subfigure|. You can reference the
+entire figure, for example \figureref{fig:subfigex}, or you can
+reference part of the figure using \verb|\figureref|, for example
+\figureref{fig:circle}. Alternatively you can reference the
+subfigure using \verb|\subfigref|, for example
+\subfigref{fig:circle,fig:square} in \figureref{fig:subfigex}.
+
+\begin{figure}[htbp]
+\floatconts
+ {fig:subfigex}
+ {\caption{An Example With Sub-Figures.}}
+ {%
+ \subfigure[A Circle]{\label{fig:circle}%
+ \includegraphics[width=0.2\linewidth]{images/circle}}%
+ \qquad
+ \subfigure[A Square]{\label{fig:square}%
+ \includegraphics[width=0.2\linewidth]{images/square}}
+ }
+\end{figure}
+
+By default, the sub-figures are aligned on the baseline.
+This can be changed using the second optional argument
+of \verb|\subfigure|. This may be \texttt{t} (top), \texttt{c}
+(centered) or \texttt{b} (bottom). For example, the subfigures
+\subfigref{fig:circle2,fig:square2} in \figureref{fig:subfigex2}
+both have \verb|[c]| as the second optional argument.
+
+\begin{figure}[htbp]
+\floatconts
+ {fig:subfigex2}
+ {\caption{Another Example With Sub-Figures.}}
+ {%
+ \subfigure[A Small Circle][c]{\label{fig:circle2}%
+ \includegraphics[width=0.1\linewidth]{images/circle}}%
+ \qquad
+ \subfigure[A Square][c]{\label{fig:square2}%
+ \includegraphics[width=0.2\linewidth]{images/square}}
+ }
+\end{figure}
+
+\subsection{Sub-Tables}
+\label{sec:subtables}
+There is an analogous command \verb|\subtable| for sub-tables.
+It has the same syntax as \verb|\subfigure| described above.
+You can reference the table using \verb|\tableref|, for example
+\tableref{tab:subtabex} or you can reference part of the table,
+for example \tableref{tab:ab}. Alternatively you can reference the
+subtable using \verb|\subtabref|, for example
+\subtabref{tab:ab,tab:cd} in \tableref{tab:subtabex}.
+
+\begin{table}[htbp]
+\floatconts
+ {tab:subtabex}
+ {\caption{An Example With Sub-Tables}}
+ {%
+ \subtable{%
+ \label{tab:ab}%
+ \begin{tabular}{cc}
+ \bfseries A & \bfseries B\\
+ 1 & 2
+ \end{tabular}
+ }\qquad
+ \subtable{%
+ \label{tab:cd}%
+ \begin{tabular}{cc}
+ \bfseries C & \bfseries D\\
+ 3 & 4\\
+ 5 & 6
+ \end{tabular}
+ }
+ }
+\end{table}
+
+By default, the sub-tables are aligned on the top.
+This can be changed using the second optional argument
+of \verb|\subtable|. This may be \texttt{t} (top), \texttt{c}
+(centered) or \texttt{b} (bottom). For example, the sub-tables
+\subtabref{tab:ab2,tab:cd2} in \tableref{tab:subtabex2}
+both have \verb|[c]| as the second optional argument.
+
+\begin{table}[htbp]
+\floatconts
+ {tab:subtabex2}
+ {\caption{Another Example With Sub-Tables}}
+ {%
+ \subtable[][c]{%
+ \label{tab:ab2}%
+ \begin{tabular}{cc}
+ \bfseries A & \bfseries B\\
+ 1 & 2
+ \end{tabular}
+ }\qquad
+ \subtable[][c]{%
+ \label{tab:cd2}%
+ \begin{tabular}{cc}
+ \bfseries C & \bfseries D\\
+ 3 & 4\\
+ 5 & 6
+ \end{tabular}
+ }
+ }
+\end{table}
+
+\subsection{Algorithms}
+\label{sec:algorithms}
+
+Enumerated textual algorithms can be displayed using the
+\texttt{algorithm} environment. Within this environment, use
+\verb|\caption| to set the caption and you can use an
+\texttt{enumerate} or nested \texttt{enumerate} environments.
+For example, see \algorithmref{alg:gauss}. Note that algorithms
+float like figures and tables.
+
+\begin{algorithm}[htbp]
+\caption{The Gauss-Seidel Algorithm}\label{alg:gauss}
+\begin{enumerate}
+ \item For $k=1$ to maximum number of iterations
+ \begin{enumerate}
+ \item For $i=1$ to $n$
+ \begin{enumerate}
+ \item $x_i^{(k)} =
+ \frac{b_i - \sum_{j=1}^{i-1}a_{ij}x_j^{(k)}
+ - \sum_{j=i+1}^{n}a_{ij}x_j^{(k-1)}}{a_{ii}}$
+ \item If $\|\vec{x}^{(k)}-\vec{x}^{(k-1)} < \epsilon\|$,
+ where $\epsilon$ is a specified stopping criteria, stop.
+ \end{enumerate}
+ \end{enumerate}
+\end{enumerate}
+\end{algorithm}
+
+If you'd rather have the same numbering throughout the algorithm
+but still want the convenient indentation of nested
+\texttt{enumerate} environments, you can use the
+\texttt{enumerate*} environment provided by the \textsf{jmlr}
+class. For example, see \algorithmref{alg:moore}.
+
+\begin{algorithm}
+\caption{Moore's Shortest Path}\label{alg:moore}
+Given a connected graph $G$, where the length of each edge is 1:
+\begin{enumerate*}
+ \item Set the label of vertex $s$ to 0
+ \item Set $i=0$
+ \begin{enumerate*}
+ \item \label{step:locate}Locate all unlabelled vertices
+ adjacent to a vertex labelled $i$ and label them $i+1$
+ \item If vertex $t$ has been labelled,
+ \begin{enumerate*}
+ \item[] the shortest path can be found by backtracking, and
+ the length is given by the label of $t$.
+ \end{enumerate*}
+ otherwise
+ \begin{enumerate*}
+ \item[] increment $i$ and return to step~\ref{step:locate}
+ \end{enumerate*}
+ \end{enumerate*}
+\end{enumerate*}
+\end{algorithm}
+
+Pseudo code can be displayed using the \texttt{algorithm2e}
+environment. This is defined by the \textsf{algorithm2e} package
+(which is automatically loaded) so check the \textsf{algorithm2e}
+documentation for further details.\footnote{Either \texttt{texdoc
+algorithm2e} or \url{http://www.ctan.org/pkg/algorithm2e}}
+For an example, see \algorithmref{alg:net}.
+
+\begin{algorithm2e}
+\caption{Computing Net Activation}
+\label{alg:net}
+\dontprintsemicolon
+\linesnumbered
+\KwIn{$x_1, \ldots, x_n, w_1, \ldots, w_n$}
+\KwOut{$y$, the net activation}
+$y\leftarrow 0$\;
+\For{$i\leftarrow 1$ \KwTo $n$}{
+ $y \leftarrow y + w_i*x_i$\;
+}
+\end{algorithm2e}
+
+\section{Description Lists}
+
+The \textsf{jmlr} class also provides a description-like
+environment called \texttt{altdescription}. This has an
+argument that should be the widest label in the list. Compare:
+\begin{description}
+\item[add] A method that adds two variables.
+\item[differentiate] A method that differentiates a function.
+\end{description}
+with
+\begin{altdescription}{differentiate}
+\item[add] A method that adds two variables.
+\item[differentiate] A method that differentiates a function.
+\end{altdescription}
+
+\section{Theorems, Lemmas etc}
+\label{sec:theorems}
+
+The following theorem-like environments are predefined by
+the \textsf{jmlr} class: \texttt{theorem}, \texttt{example},
+\texttt{lemma}, \texttt{proposition}, \texttt{remark},
+\texttt{corollary}, \texttt{definition}, \texttt{conjecture}
+and \texttt{axiom}. You can use the \texttt{proof} environment
+to display the proof if need be, as in \theoremref{thm:eigenpow}.
+
+\begin{theorem}[Eigenvalue Powers]\label{thm:eigenpow}
+If $\lambda$ is an eigenvalue of $\vec{B}$ with eigenvector
+$\vec{\xi}$, then $\lambda^n$ is an eigenvalue of $\vec{B}^n$
+with eigenvector $\vec{\xi}$.
+\begin{proof}
+Let $\lambda$ be an eigenvalue of $\vec{B}$ with eigenvector
+$\xi$, then
+\begin{align*}
+\vec{B}\vec{\xi} &= \lambda\vec{\xi}
+\intertext{premultiply by $\vec{B}$:}
+\vec{B}\vec{B}\vec{\xi} &= \vec{B}\lambda\vec{\xi}\\
+\Rightarrow \vec{B}^2\vec{\xi} &= \lambda\vec{B}\vec{\xi}\\
+&= \lambda\lambda\vec{\xi}\qquad
+\text{since }\vec{B}\vec{\xi}=\lambda\vec{\xi}\\
+&= \lambda^2\vec{\xi}
+\end{align*}
+Therefore true for $n=2$. Now assume true for $n=k$:
+\begin{align*}
+\vec{B}^k\vec{\xi} &= \lambda^k\vec{\xi}
+\intertext{premultiply by $\vec{B}$:}
+\vec{B}\vec{B}^k\vec{\xi} &= \vec{B}\lambda^k\vec{\xi}\\
+\Rightarrow \vec{B}^{k+1}\vec{\xi} &= \lambda^k\vec{B}\vec{\xi}\\
+&= \lambda^k\lambda\vec{\xi}\qquad
+\text{since }\vec{B}\vec{\xi}=\lambda\vec{\xi}\\
+&= \lambda^{k+1}\vec{\xi}
+\end{align*}
+Therefore true for $n=k+1$. Therefore, by induction, true for all
+$n$.
+\end{proof}
+\end{theorem}
+
+\begin{lemma}[A Sample Lemma]\label{lem:sample}
+This is a lemma.
+\end{lemma}
+
+\begin{remark}[A Sample Remark]\label{rem:sample}
+This is a remark.
+\end{remark}
+
+\begin{corollary}[A Sample Corollary]\label{cor:sample}
+This is a corollary.
+\end{corollary}
+
+\begin{definition}[A Sample Definition]\label{def:sample}
+This is a definition.
+\end{definition}
+
+\begin{conjecture}[A Sample Conjecture]\label{con:sample}
+This is a conjecture.
+\end{conjecture}
+
+\begin{axiom}[A Sample Axiom]\label{ax:sample}
+This is an axiom.
+\end{axiom}
+
+\begin{example}[An Example]\label{ex:sample}
+This is an example.
+\end{example}
+
+\section{Color vs Grayscale}
+\label{sec:color}
+
+It's helpful if authors supply grayscale versions of their
+images in the event that the article is to be incorporated into
+a black and white printed book. With external PDF, PNG or JPG
+graphic files, you just need to supply a grayscale version of the
+file. For example, if the file is called \texttt{myimage.png},
+then the gray version should be \texttt{myimage-gray.png} or
+\texttt{myimage-gray.pdf} or \texttt{myimage-gray.jpg}. You don't
+need to modify your code. The \textsf{jmlr} class checks for
+the existence of the grayscale version if it is print mode
+(provided you have used \verb|\includegraphics| and haven't
+specified the file extension).
+
+You can use \verb|\ifprint| to determine which mode you are in.
+For example, in \figureref{fig:nodes}, the
+\ifprint{dark gray}{purple} ellipse represents an input and the
+\ifprint{light gray}{yellow} ellipse represents an output.
+Another example: {\ifprint{\bfseries}{\color{red}}important text!}
+
+You can use the class option \texttt{gray} to see how the
+document will appear in gray scale mode. \textcolor{blue}{Colored
+text} will automatically be converted to gray scale.
+
+The \textsf{jmlr} class loads the \textsf{xcolor}
+package, so you can also define your own colors. For example:
+\ifprint
+ {\definecolor{myred}{gray}{0.5}}%
+ {\definecolor{myred}{rgb}{0.5,0,0}}%
+\textcolor{myred}{XYZ}.
+
+The \textsf{xcolor} class is loaded with the \texttt{x11names}
+option, so you can use any of the x11 predefined colors (listed
+in the \textsf{xcolor} documentation\footnote{either
+\texttt{texdoc xcolor} or \url{http://www.ctan.org/pkg/xcolor}}).
+
+\section{Citations and Bibliography}
+\label{sec:cite}
+
+The \textsf{jmlr} class automatically loads \textsf{natbib}.
+This sample file has the citations defined in the accompanying
+BibTeX file \texttt{jmlr-sample.bib}. For a parenthetical
+citation use \verb|\citep|. For example
+\citep{guyon-elisseeff-03}. For a textual citation use
+\verb|\citet|. For example \citet{guyon2007causalreport}.
+Both commands may take a comma-separated list, for example
+\citet{guyon-elisseeff-03,guyon2007causalreport}.
+
+These commands have optional arguments and have a starred
+version. See the \textsf{natbib} documentation for further
+details.\footnote{Either \texttt{texdoc natbib} or
+\url{http://www.ctan.org/pkg/natbib}}
+
+The bibliography is displayed using \verb|\bibliography|.
+
+\acks{Acknowledgements go here.}
+
+\bibliography{jmlr-sample}
+
+\appendix
+
+\section{First Appendix}\label{apd:first}
+
+This is the first appendix.
+
+\section{Second Appendix}\label{apd:second}
+
+This is the second appendix.
+
+\end{document}
diff --git a/Master/texmf-dist/doc/latex/jmlr/sample-papers/jmlrwcp-sample.tex b/Master/texmf-dist/doc/latex/jmlr/sample-papers/jmlrwcp-sample.tex
new file mode 100644
index 00000000000..107d12061c3
--- /dev/null
+++ b/Master/texmf-dist/doc/latex/jmlr/sample-papers/jmlrwcp-sample.tex
@@ -0,0 +1,752 @@
+%\documentclass[wcp,gray]{jmlr} % test grayscale version
+\documentclass[wcp]{jmlr}
+
+% The following packages will be automatically loaded:
+% amsmath, amssymb, natbib, graphicx, url, algorithm2e
+
+%\usepackage{rotating}% for sideways figures and tables
+\usepackage{longtable}% for long tables
+
+% The booktabs package is used by this sample document
+% (it provides \toprule, \midrule and \bottomrule).
+% Remove the next line if you don't require it.
+\usepackage{booktabs}
+% The siunitx package is used by this sample document
+% to align numbers in a column by their decimal point.
+% Remove the next line if you don't require it.
+\usepackage{siunitx}
+
+% The following command is just for this sample document:
+\newcommand{\cs}[1]{\texttt{\char`\\#1}}
+
+\jmlrvolume{vol}
+\jmlryear{2010}
+\jmlrworkshop{Workshop Title}
+
+\title[Short Title]{Full Title of Article}
+
+ % Use \Name{Author Name} to specify the name.
+ % If the surname contains spaces, enclose the surname
+ % in braces, e.g. \Name{John {Smith Jones}} similarly
+ % if the name has a "von" part, e.g \Name{Jane {de Winter}}.
+ % If the first letter in the forenames is a diacritic
+ % enclose the diacritic in braces, e.g. \Name{{\'E}louise Smith}
+
+ % Two authors with the same address
+ \author{\Name{Author Name1} \Email{abc@sample.com}\and
+ \Name{Author Name2} \Email{xyz@sample.com}\\
+ \addr Address}
+
+ % Three or more authors with the same address:
+ % \author{\Name{Author Name1} \Email{an1@sample.com}\\
+ % \Name{Author Name2} \Email{an2@sample.com}\\
+ % \Name{Author Name3} \Email{an3@sample.com}\\
+ % \Name{Author Name4} \Email{an4@sample.com}\\
+ % \Name{Author Name5} \Email{an5@sample.com}\\
+ % \Name{Author Name6} \Email{an6@sample.com}\\
+ % \Name{Author Name7} \Email{an7@sample.com}\\
+ % \Name{Author Name8} \Email{an8@sample.com}\\
+ % \Name{Author Name9} \Email{an9@sample.com}\\
+ % \Name{Author Name10} \Email{an10@sample.com}\\
+ % \Name{Author Name11} \Email{an11@sample.com}\\
+ % \Name{Author Name12} \Email{an12@sample.com}\\
+ % \Name{Author Name13} \Email{an13@sample.com}\\
+ % \Name{Author Name14} \Email{an14@sample.com}\\
+ % \addr Address}
+
+
+ % Authors with different addresses:
+ % \author{\Name{Author Name1} \Email{abc@sample.com}\\
+ % \addr Address 1
+ % \AND
+ % \Name{Author Name2} \Email{xyz@sample.com}\\
+ % \addr Address 2
+ %}
+
+\editor{Editor's name}
+% \editors{List of editors' names}
+
+\begin{document}
+
+\maketitle
+
+\begin{abstract}
+This is the abstract for this article.
+\end{abstract}
+\begin{keywords}
+List of keywords
+\end{keywords}
+
+\section{Introduction}
+\label{sec:intro}
+
+This is a sample article that uses the \textsf{jmlr} class with
+the \texttt{wcp} class option. Please follow the guidelines in
+this sample document as it can help to reduce complications when
+combining the articles into a book. Please avoid using obsolete
+commands, such as \verb|\rm|, and obsolete packages, such as
+\textsf{epsfig}.\footnote{See
+\url{http://www.ctan.org/pkg/l2tabu}} Please also ensure
+that your document will compile with PDF\LaTeX.
+
+\subsection{Sub-sections}
+
+Sub-sections are produced using \verb|\subsection|.
+
+\subsubsection{Sub-sub-sections}
+
+Sub-sub-sections are produced using \verb|\subsubsection|.
+
+\paragraph{Sub-sub-sub-sections}
+
+Sub-sub-sub-sections are produced using \verb|\paragraph|.
+These are unnumbered with a running head.
+
+\subparagraph{Sub-sub-sub-sub-sections}
+
+Sub-sub-sub-sub-sections are produced using \verb|\subparagraph|.
+These are unnumbered with a running head.
+
+\section{Cross-Referencing}
+
+Always use \verb|\label| and \verb|\ref| (or one of the commands
+described below) when cross-referencing. For example, the next
+section is Section~\ref{sec:math}. The \textsf{jmlr} class
+provides some convenient cross-referencing commands:
+\verb|\sectionref|, \verb|\equationref|, \verb|\tableref|,
+\verb|\figureref|, \verb|\algorithmref|, \verb|\theoremref|,
+\verb|\lemmaref|, \verb|\remarkref|, \verb|\corollaryref|,
+\verb|\definitionref|, \verb|\conjectureref|, \verb|\axiomref|,
+\verb|\exampleref| and \verb|\appendixref|. The argument of these
+commands may either be a single label or a comma-separated list
+of labels. Examples:
+
+Referencing sections: \sectionref{sec:math} or
+\sectionref{sec:intro,sec:math} or
+\sectionref{sec:intro,sec:math,sec:tables,sec:figures}.
+
+Referencing equations: \equationref{eq:trigrule} or
+\equationref{eq:trigrule,eq:df} or
+\equationref{eq:trigrule,eq:f,eq:df,eq:y}.
+
+Referencing tables: \tableref{tab:operatornames} or
+\tableref{tab:operatornames,tab:example} or
+\tableref{tab:operatornames,tab:example,tab:example-booktabs}.
+
+Referencing figures: \figureref{fig:nodes} or
+\figureref{fig:nodes,fig:teximage} or
+\figureref{fig:nodes,fig:teximage,fig:subfigex} or
+\figureref{fig:circle,fig:square}.
+
+Referencing algorithms: \algorithmref{alg:gauss} or
+\algorithmref{alg:gauss,alg:moore} or
+\algorithmref{alg:gauss,alg:moore,alg:net}.
+
+Referencing theorem-like environments: \theoremref{thm:eigenpow},
+\lemmaref{lem:sample}, \remarkref{rem:sample},
+\corollaryref{cor:sample}, \definitionref{def:sample},
+\conjectureref{con:sample}, \axiomref{ax:sample} and
+\exampleref{ex:sample}.
+
+Referencing appendices: \appendixref{apd:first} or
+\appendixref{apd:first,apd:second}.
+
+\section{Equations}
+\label{sec:math}
+
+The \textsf{jmlr} class loads the \textsf{amsmath} package, so
+you can use any of the commands and environments defined there.
+(See the \textsf{amsmath} documentation for further
+details.\footnote{Either \texttt{texdoc amsmath} or
+\url{http://www.ctan.org/pkg/amsmath}})
+
+Unnumbered single-lined equations should be displayed using
+\verb|\[| and \verb|\]|. For example:
+\[E = m c^2\]
+Numbered single-line equations should be displayed using the
+\texttt{equation} environment. For example:
+\begin{equation}\label{eq:trigrule}
+\cos^2\theta + \sin^2\theta \equiv 1
+\end{equation}
+This can be referenced using \verb|\label| and \verb|\equationref|.
+For example, \equationref{eq:trigrule}.
+
+Multi-lined numbered equations should be displayed using the
+\texttt{align} environment. For example:
+\begin{align}
+f(x) &= x^2 + x\label{eq:f}\\
+f'(x) &= 2x + 1\label{eq:df}
+\end{align}
+Unnumbered multi-lined equations should be displayed using the
+\texttt{align*} environment. For example:
+\begin{align*}
+f(x) &= (x+1)(x-1)\\
+&= x^2 - 1
+\end{align*}
+If you want to mix numbered with unnumbered lines use the
+align environment and suppress unwanted line numbers with
+\verb|\nonumber|. For example:
+\begin{align}
+y &= x^2 + 3x - 2x + 1\nonumber\\
+&= x^2 + x + 1\label{eq:y}
+\end{align}
+An equation that is too long to fit on a single line can be
+displayed using the \texttt{split} environment.
+Text can be embedded in an equation using \verb|\text| or
+\verb|\intertext| (as used in \theoremref{thm:eigenpow}).
+See the \textsf{amsmath} documentation for further details.
+
+\subsection{Operator Names}
+\label{sec:op}
+
+Predefined operator names are listed in \tableref{tab:operatornames}.
+For additional operators, either use \verb|\operatorname|,
+for example $\operatorname{var}(X)$ or declare it with
+\verb|\DeclareMathOperator|, for example
+\begin{verbatim}
+\DeclareMathOperator{\var}{var}
+\end{verbatim}
+and then use this new command. If you want limits that go above and
+below the operator (like \verb|\sum|) use the starred versions
+(\verb|\operatorname*| or \verb|\DeclareMathOperator*|).
+
+\begin{table}[htbp]
+\floatconts
+ {tab:operatornames}%
+ {\caption{Predefined Operator Names (taken from
+ \textsf{amsmath} documentation)}}%
+ {%
+\begin{tabular}{rlrlrlrl}
+\cs{arccos} & $\arccos$ & \cs{deg} & $\deg$ & \cs{lg} & $\lg$ & \cs{projlim} & $\projlim$ \\
+\cs{arcsin} & $\arcsin$ & \cs{det} & $\det$ & \cs{lim} & $\lim$ & \cs{sec} & $\sec$ \\
+\cs{arctan} & $\arctan$ & \cs{dim} & $\dim$ & \cs{liminf} & $\liminf$ & \cs{sin} & $\sin$ \\
+\cs{arg} & $\arg$ & \cs{exp} & $\exp$ & \cs{limsup} & $\limsup$ & \cs{sinh} & $\sinh$ \\
+\cs{cos} & $\cos$ & \cs{gcd} & $\gcd$ & \cs{ln} & $\ln$ & \cs{sup} & $\sup$ \\
+\cs{cosh} & $\cosh$ & \cs{hom} & $\hom$ & \cs{log} & $\log$ & \cs{tan} & $\tan$ \\
+\cs{cot} & $\cot$ & \cs{inf} & $\inf$ & \cs{max} & $\max$ & \cs{tanh} & $\tanh$ \\
+\cs{coth} & $\coth$ & \cs{injlim} & $\injlim$ & \cs{min} & $\min$ \\
+\cs{csc} & $\csc$ & \cs{ker} & $\ker$ & \cs{Pr} & $\Pr$
+\end{tabular}\par
+\begin{tabular}{rlrl}
+\cs{varlimsup} & $\varlimsup$
+& \cs{varinjlim} & $\varinjlim$\\
+\cs{varliminf} & $\varliminf$
+& \cs{varprojlim} & $\varprojlim$
+\end{tabular}
+}
+\end{table}
+
+\section{Vectors and Sets}
+\label{sec:vec}
+
+Vectors should be typeset using \cs{vec}. For example $\vec{x}$.
+The \textsf{jmlr} class also provides \cs{set} to typeset a
+set. For example $\set{S}$.
+
+\section{Floats}
+\label{sec:floats}
+
+Floats, such as figures, tables and algorithms, are moving
+objects and are supposed to float to the nearest convenient
+location. Please don't force them to go in a particular place. In
+general it's best to use the \texttt{htbp} specifier and don't
+put the figure or table in the middle of a paragraph (that is
+make sure there's a paragraph break above and below the float).
+Floats are supposed to have a little extra space above and below
+them to make them stand out from the rest of the text. This extra
+spacing is put in automatically and shouldn't need modifying.
+
+To ensure consistency, please \emph{don't} try changing the format of the caption by doing
+something like:
+\begin{verbatim}
+\caption{\textit{A Sample Caption.}}
+\end{verbatim}
+or
+\begin{verbatim}
+\caption{\em A Sample Caption.}
+\end{verbatim}
+You can, of course, change the font for individual words or
+phrases, for example:
+\begin{verbatim}
+\caption{A Sample Caption With Some \emph{Emphasized Words}.}
+\end{verbatim}
+
+\subsection{Tables}
+\label{sec:tables}
+
+Tables should go in the \texttt{table} environment. Within this
+environment use \verb|\floatconts| (defined by \textsf{jmlr})
+to set the caption correctly and center the table contents.
+
+\begin{table}[htbp]
+% The first argument is the label.
+% The caption goes in the second argument, and the table contents
+% go in the third argument.
+\floatconts
+ {tab:example}%
+ {\caption{An Example Table}}%
+ {\begin{tabular}{ll}
+ \bfseries Dataset & \bfseries Result\\
+ Data1 & 0.12345\\
+ Data2 & 0.67890\\
+ Data3 & 0.54321\\
+ Data4 & 0.09876
+ \end{tabular}}
+\end{table}
+
+If you want horizontal rules you can use the \textsf{booktabs}
+package which provides the commands \verb|\toprule|,
+\verb|\midrule| and \verb|\bottomrule|. For example, see
+\tableref{tab:example-booktabs}.
+
+\begin{table}[hbtp]
+\floatconts
+ {tab:example-booktabs}
+ {\caption{A Table With Horizontal Lines}}
+ {\begin{tabular}{ll}
+ \toprule
+ \bfseries Dataset & \bfseries Result\\
+ \midrule
+ Data1 & 0.12345\\
+ Data2 & 0.67890\\
+ Data3 & 0.54321\\
+ Data4 & 0.09876\\
+ \bottomrule
+ \end{tabular}}
+\end{table}
+
+If you want vertical lines as well, you can't use the
+\textsf{booktabs} commands as there'll be some unwanted gaps.
+Instead you can use \LaTeX's \verb|\hline|, but the rows may
+appear a bit cramped. You can add extra space above or below a
+row using \verb|\abovestrut| and \verb|\belowstrut|. For example,
+see \tableref{tab:example-hline}.
+
+\begin{table}[htbp]
+\floatconts
+ {tab:example-hline}
+ {\caption{A Table With Horizontal and Vertical Lines}}%
+ {%
+ \begin{tabular}{|l|l|}
+ \hline
+ \abovestrut{2.2ex}\bfseries Dataset & \bfseries Result\\\hline
+ \abovestrut{2.2ex}Data1 & 0.12345\\
+ Data2 & 0.67890\\
+ Data3 & 0.54321\\
+ \belowstrut{0.2ex}Data4 & 0.09876\\\hline
+ \end{tabular}
+ }
+\end{table}
+
+If you want to align numbers on their decimal point, you can
+use the \textsf{siunitx} package. For example, see
+\tableref{tab:example-siunitx}. For further details see the
+\textsf{siunitx} documentation\footnote{Either \texttt{texdoc
+siunitx} or \url{http://www.ctan.org/pkg/siunitx}}.
+
+\begin{table}[htbp]
+\floatconts
+ {tab:example-siunitx}
+ {\caption{A Table With Numbers Aligned on the Decimal Point}}
+ {\begin{tabular}{lS[tabformat=3.5]}
+ \bfseries Dataset & {\bfseries Result}\\
+ Data1 & 0.12345\\
+ Data2 & 10.6789\\
+ Data3 & 50.543\\
+ Data4 & 200.09876
+ \end{tabular}}
+\end{table}
+
+If the table is too wide, you can adjust the inter-column
+spacing by changing the value of \verb|\tabcolsep|. For
+example:
+\begin{verbatim}
+\setlength{\tabcolsep}{3pt}
+\end{verbatim}
+If the table is very wide but not very long, you can use the
+\texttt{sidewaystable} environment defined in the
+\textsf{rotating} package (so use \verb|\usepackage{rotating}|).
+If the table is too long to fit on a page, you should use the
+\texttt{longtable} environment defined in the \textsf{longtable}
+package (so use \verb|\usepackage{longtable}|).
+
+\subsection{Figures}
+\label{sec:figures}
+
+Figures should go in the \texttt{figure} environment. Within this
+environment, use \verb|\floatconts| to correctly position the
+caption and center the image. Use \verb|\includegraphics|
+for external graphics files but omit the file extension. Do not
+use \verb|\epsfig| or \verb|\psfig|. If you want to scale the
+image, it's better to use a fraction of the line width rather
+than an explicit length. For example, see \figureref{fig:nodes}.
+
+\begin{figure}[htbp]
+% Caption and label go in the first argument and the figure contents
+% go in the second argument
+\floatconts
+ {fig:nodes}
+ {\caption{Example Image}}
+ {\includegraphics[width=0.5\linewidth]{images/nodes}}
+\end{figure}
+
+If your image is made up of \LaTeX\ code (for example, commands
+provided by the \textsf{pgf} package) you can include it using
+\cs{includeteximage} (defined by the \textsf{jmlr} class). This
+can be scaled and rotated in the same way as \cs{includegraphics}.
+For example, see \figureref{fig:teximage}.
+
+\begin{figure}[htbp]
+\floatconts
+ {fig:teximage}
+ {\caption{Image Created Using \LaTeX\ Code}}
+ {\includeteximage[angle=45]{images/teximage}}
+\end{figure}
+
+If the figure is too wide to fit on the page, you can use the
+\texttt{sidewaysfigure} environment defined in the
+\textsf{rotating} package.
+
+Don't use \verb|\graphicspath|. If the images are contained in
+a subdirectory, specify this when you include the image, for
+example \verb|\includegraphics{figures/mypic}|.
+
+\subsubsection{Sub-Figures}
+\label{sec:subfigures}
+
+Sub-figures can be created using \verb|\subfigure|, which is
+defined by the \textsf{jmlr} class. The optional argument allows
+you to provide a subcaption. The label should be placed in the
+mandatory argument of \verb|\subfigure|. You can reference the
+entire figure, for example \figureref{fig:subfigex}, or you can
+reference part of the figure using \verb|\figureref|, for example
+\figureref{fig:circle}. Alternatively you can reference the
+subfigure using \verb|\subfigref|, for example
+\subfigref{fig:circle,fig:square} in \figureref{fig:subfigex}.
+
+\begin{figure}[htbp]
+\floatconts
+ {fig:subfigex}
+ {\caption{An Example With Sub-Figures.}}
+ {%
+ \subfigure[A Circle]{\label{fig:circle}%
+ \includegraphics[width=0.2\linewidth]{images/circle}}%
+ \qquad
+ \subfigure[A Square]{\label{fig:square}%
+ \includegraphics[width=0.2\linewidth]{images/square}}
+ }
+\end{figure}
+
+By default, the sub-figures are aligned on the baseline.
+This can be changed using the second optional argument
+of \verb|\subfigure|. This may be \texttt{t} (top), \texttt{c}
+(centered) or \texttt{b} (bottom). For example, the subfigures
+\subfigref{fig:circle2,fig:square2} in \figureref{fig:subfigex2}
+both have \verb|[c]| as the second optional argument.
+
+\begin{figure}[htbp]
+\floatconts
+ {fig:subfigex2}
+ {\caption{Another Example With Sub-Figures.}}
+ {%
+ \subfigure[A Small Circle][c]{\label{fig:circle2}%
+ \includegraphics[width=0.1\linewidth]{images/circle}}%
+ \qquad
+ \subfigure[A Square][c]{\label{fig:square2}%
+ \includegraphics[width=0.2\linewidth]{images/square}}
+ }
+\end{figure}
+
+\subsection{Sub-Tables}
+\label{sec:subtables}
+There is an analogous command \verb|\subtable| for sub-tables.
+It has the same syntax as \verb|\subfigure| described above.
+You can reference the table using \verb|\tableref|, for example
+\tableref{tab:subtabex} or you can reference part of the table,
+for example \tableref{tab:ab}. Alternatively you can reference the
+subtable using \verb|\subtabref|, for example
+\subtabref{tab:ab,tab:cd} in \tableref{tab:subtabex}.
+
+\begin{table}[htbp]
+\floatconts
+ {tab:subtabex}
+ {\caption{An Example With Sub-Tables}}
+ {%
+ \subtable{%
+ \label{tab:ab}%
+ \begin{tabular}{cc}
+ \bfseries A & \bfseries B\\
+ 1 & 2
+ \end{tabular}
+ }\qquad
+ \subtable{%
+ \label{tab:cd}%
+ \begin{tabular}{cc}
+ \bfseries C & \bfseries D\\
+ 3 & 4\\
+ 5 & 6
+ \end{tabular}
+ }
+ }
+\end{table}
+
+By default, the sub-tables are aligned on the top.
+This can be changed using the second optional argument
+of \verb|\subtable|. This may be \texttt{t} (top), \texttt{c}
+(centered) or \texttt{b} (bottom). For example, the sub-tables
+\subtabref{tab:ab2,tab:cd2} in \tableref{tab:subtabex2}
+both have \verb|[c]| as the second optional argument.
+
+\begin{table}[htbp]
+\floatconts
+ {tab:subtabex2}
+ {\caption{Another Example With Sub-Tables}}
+ {%
+ \subtable[][c]{%
+ \label{tab:ab2}%
+ \begin{tabular}{cc}
+ \bfseries A & \bfseries B\\
+ 1 & 2
+ \end{tabular}
+ }\qquad
+ \subtable[][c]{%
+ \label{tab:cd2}%
+ \begin{tabular}{cc}
+ \bfseries C & \bfseries D\\
+ 3 & 4\\
+ 5 & 6
+ \end{tabular}
+ }
+ }
+\end{table}
+
+\subsection{Algorithms}
+\label{sec:algorithms}
+
+Enumerated textual algorithms can be displayed using the
+\texttt{algorithm} environment. Within this environment, use
+\verb|\caption| to set the caption and you can use an
+\texttt{enumerate} or nested \texttt{enumerate} environments.
+For example, see \algorithmref{alg:gauss}. Note that algorithms
+float like figures and tables.
+
+\begin{algorithm}[htbp]
+\caption{The Gauss-Seidel Algorithm}\label{alg:gauss}
+\begin{enumerate}
+ \item For $k=1$ to maximum number of iterations
+ \begin{enumerate}
+ \item For $i=1$ to $n$
+ \begin{enumerate}
+ \item $x_i^{(k)} =
+ \frac{b_i - \sum_{j=1}^{i-1}a_{ij}x_j^{(k)}
+ - \sum_{j=i+1}^{n}a_{ij}x_j^{(k-1)}}{a_{ii}}$
+ \item If $\|\vec{x}^{(k)}-\vec{x}^{(k-1)} < \epsilon\|$,
+ where $\epsilon$ is a specified stopping criteria, stop.
+ \end{enumerate}
+ \end{enumerate}
+\end{enumerate}
+\end{algorithm}
+
+If you'd rather have the same numbering throughout the algorithm
+but still want the convenient indentation of nested
+\texttt{enumerate} environments, you can use the
+\texttt{enumerate*} environment provided by the \textsf{jmlr}
+class. For example, see \algorithmref{alg:moore}.
+
+\begin{algorithm}
+\caption{Moore's Shortest Path}\label{alg:moore}
+Given a connected graph $G$, where the length of each edge is 1:
+\begin{enumerate*}
+ \item Set the label of vertex $s$ to 0
+ \item Set $i=0$
+ \begin{enumerate*}
+ \item \label{step:locate}Locate all unlabelled vertices
+ adjacent to a vertex labelled $i$ and label them $i+1$
+ \item If vertex $t$ has been labelled,
+ \begin{enumerate*}
+ \item[] the shortest path can be found by backtracking, and
+ the length is given by the label of $t$.
+ \end{enumerate*}
+ otherwise
+ \begin{enumerate*}
+ \item[] increment $i$ and return to step~\ref{step:locate}
+ \end{enumerate*}
+ \end{enumerate*}
+\end{enumerate*}
+\end{algorithm}
+
+Pseudo code can be displayed using the \texttt{algorithm2e}
+environment. This is defined by the \textsf{algorithm2e} package
+(which is automatically loaded) so check the \textsf{algorithm2e}
+documentation for further details.\footnote{Either \texttt{texdoc
+algorithm2e} or \url{http://www.ctan.org/pkg/algorithm2e}}
+For an example, see \algorithmref{alg:net}.
+
+\begin{algorithm2e}
+\caption{Computing Net Activation}
+\label{alg:net}
+\dontprintsemicolon
+\linesnumbered
+\KwIn{$x_1, \ldots, x_n, w_1, \ldots, w_n$}
+\KwOut{$y$, the net activation}
+$y\leftarrow 0$\;
+\For{$i\leftarrow 1$ \KwTo $n$}{
+ $y \leftarrow y + w_i*x_i$\;
+}
+\end{algorithm2e}
+
+\section{Description Lists}
+
+The \textsf{jmlr} class also provides a description-like
+environment called \texttt{altdescription}. This has an
+argument that should be the widest label in the list. Compare:
+\begin{description}
+\item[add] A method that adds two variables.
+\item[differentiate] A method that differentiates a function.
+\end{description}
+with
+\begin{altdescription}{differentiate}
+\item[add] A method that adds two variables.
+\item[differentiate] A method that differentiates a function.
+\end{altdescription}
+
+\section{Theorems, Lemmas etc}
+\label{sec:theorems}
+
+The following theorem-like environments are predefined by
+the \textsf{jmlr} class: \texttt{theorem}, \texttt{example},
+\texttt{lemma}, \texttt{proposition}, \texttt{remark},
+\texttt{corollary}, \texttt{definition}, \texttt{conjecture}
+and \texttt{axiom}. You can use the \texttt{proof} environment
+to display the proof if need be, as in \theoremref{thm:eigenpow}.
+
+\begin{theorem}[Eigenvalue Powers]\label{thm:eigenpow}
+If $\lambda$ is an eigenvalue of $\vec{B}$ with eigenvector
+$\vec{\xi}$, then $\lambda^n$ is an eigenvalue of $\vec{B}^n$
+with eigenvector $\vec{\xi}$.
+\begin{proof}
+Let $\lambda$ be an eigenvalue of $\vec{B}$ with eigenvector
+$\xi$, then
+\begin{align*}
+\vec{B}\vec{\xi} &= \lambda\vec{\xi}
+\intertext{premultiply by $\vec{B}$:}
+\vec{B}\vec{B}\vec{\xi} &= \vec{B}\lambda\vec{\xi}\\
+\Rightarrow \vec{B}^2\vec{\xi} &= \lambda\vec{B}\vec{\xi}\\
+&= \lambda\lambda\vec{\xi}\qquad
+\text{since }\vec{B}\vec{\xi}=\lambda\vec{\xi}\\
+&= \lambda^2\vec{\xi}
+\end{align*}
+Therefore true for $n=2$. Now assume true for $n=k$:
+\begin{align*}
+\vec{B}^k\vec{\xi} &= \lambda^k\vec{\xi}
+\intertext{premultiply by $\vec{B}$:}
+\vec{B}\vec{B}^k\vec{\xi} &= \vec{B}\lambda^k\vec{\xi}\\
+\Rightarrow \vec{B}^{k+1}\vec{\xi} &= \lambda^k\vec{B}\vec{\xi}\\
+&= \lambda^k\lambda\vec{\xi}\qquad
+\text{since }\vec{B}\vec{\xi}=\lambda\vec{\xi}\\
+&= \lambda^{k+1}\vec{\xi}
+\end{align*}
+Therefore true for $n=k+1$. Therefore, by induction, true for all
+$n$.
+\end{proof}
+\end{theorem}
+
+\begin{lemma}[A Sample Lemma]\label{lem:sample}
+This is a lemma.
+\end{lemma}
+
+\begin{remark}[A Sample Remark]\label{rem:sample}
+This is a remark.
+\end{remark}
+
+\begin{corollary}[A Sample Corollary]\label{cor:sample}
+This is a corollary.
+\end{corollary}
+
+\begin{definition}[A Sample Definition]\label{def:sample}
+This is a definition.
+\end{definition}
+
+\begin{conjecture}[A Sample Conjecture]\label{con:sample}
+This is a conjecture.
+\end{conjecture}
+
+\begin{axiom}[A Sample Axiom]\label{ax:sample}
+This is an axiom.
+\end{axiom}
+
+\begin{example}[An Example]\label{ex:sample}
+This is an example.
+\end{example}
+
+\section{Color vs Grayscale}
+\label{sec:color}
+
+It's helpful if authors supply grayscale versions of their
+images in the event that the article is to be incorporated into
+a black and white printed book. With external PDF, PNG or JPG
+graphic files, you just need to supply a grayscale version of the
+file. For example, if the file is called \texttt{myimage.png},
+then the gray version should be \texttt{myimage-gray.png} or
+\texttt{myimage-gray.pdf} or \texttt{myimage-gray.jpg}. You don't
+need to modify your code. The \textsf{jmlr} class checks for
+the existence of the grayscale version if it is print mode
+(provided you have used \verb|\includegraphics| and haven't
+specified the file extension).
+
+You can use \verb|\ifprint| to determine which mode you are in.
+For example, in \figureref{fig:nodes}, the
+\ifprint{dark gray}{purple} ellipse represents an input and the
+\ifprint{light gray}{yellow} ellipse represents an output.
+Another example: {\ifprint{\bfseries}{\color{red}}important text!}
+
+You can use the class option \texttt{gray} to see how the
+document will appear in gray scale mode. \textcolor{blue}{Colored
+text} will automatically be converted to gray scale.
+
+The \textsf{jmlr} class loads the \textsf{xcolor}
+package, so you can also define your own colors. For example:
+\ifprint
+ {\definecolor{myred}{gray}{0.5}}%
+ {\definecolor{myred}{rgb}{0.5,0,0}}%
+\textcolor{myred}{XYZ}.
+
+The \textsf{xcolor} class is loaded with the \texttt{x11names}
+option, so you can use any of the x11 predefined colors (listed
+in the \textsf{xcolor} documentation\footnote{either
+\texttt{texdoc xcolor} or \url{http://www.ctan.org/pkg/xcolor}}).
+
+\section{Citations and Bibliography}
+\label{sec:cite}
+
+The \textsf{jmlr} class automatically loads \textsf{natbib}.
+This sample file has the citations defined in the accompanying
+BibTeX file \texttt{jmlr-sample.bib}. For a parenthetical
+citation use \verb|\citep|. For example
+\citep{guyon-elisseeff-03}. For a textual citation use
+\verb|\citet|. For example \citet{guyon2007causalreport}.
+Both commands may take a comma-separated list, for example
+\citet{guyon-elisseeff-03,guyon2007causalreport}.
+
+These commands have optional arguments and have a starred
+version. See the \textsf{natbib} documentation for further
+details.\footnote{Either \texttt{texdoc natbib} or
+\url{http://www.ctan.org/pkg/natbib}}
+
+The bibliography is displayed using \verb|\bibliography|.
+
+\acks{Acknowledgements go here.}
+
+\bibliography{jmlr-sample}
+
+\appendix
+
+\section{First Appendix}\label{apd:first}
+
+This is the first appendix.
+
+\section{Second Appendix}\label{apd:second}
+
+This is the second appendix.
+
+\end{document}
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