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‎LICENSE

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The MIT License (MIT)
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Copyright (c) 2018 Aditya Grover, Stefano Ermon
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal
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in the Software without restriction, including without limitation the rights
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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copies of the Software, and to permit persons to whom the Software is
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furnished to do so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in all
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copies or substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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SOFTWARE.

‎Makefile

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TEMPDIR := $(shell mktemp -d -t tmp.XXX)
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publish:
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echo 'hmmm'
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cp -r ./_site/* $(TEMPDIR)
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cd $(TEMPDIR) && \
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ls -a && \
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git init && \
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git add . && \
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git commit -m 'publish site' && \
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git remote add origin https://github.com/deepgenerativemodels/notes.git && \
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git push origin master:refs/heads/gh-pages --force

‎assets/files/introduction/index.md

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$$(\ref{eq:learning_gm})$$ in a suitable way. In this course, we will be
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primarily interested in the following questions:
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** What is the representation for the model family $$\mathcal{M}$$?
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** What is the objective function $$d(\cdot)$$?
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** What is the optimization procedure for minimizing $$d(\cdot)$$?
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* What is the representation for the model family $$\mathcal{M}$$?
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* What is the objective function $$d(\cdot)$$?
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* What is the optimization procedure for minimizing $$d(\cdot)$$?
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In the next few set of lectures, we will take a deeper dive into certain
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families of generative models. For each model family, we will note how

‎css/tufte.css

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---
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# this ensures Jekyll reads the file to be transformed into CSS later
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# only Main files contain this front matter, not partials.
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nav_exclude: true
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---
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/*****************************************************************************
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/*
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/* Tufte Jekyll blog theme
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/* Based on Tufte CSS by Dave Liepmann ( https://github.com/edwardtufte/tufte-
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/*
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/* The README.md will show you how to set up your site along with other goodie
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/*****************************************************************************/
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// Imports to create final
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@import "../_sass/fonts";
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@import "../_sass/settings";
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@import "../_sass/syntax-highlighting";
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/* Tufte CSS styles */
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html { font-size: 15px; }
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body { width: 87.5%;
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margin-left: auto;
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margin-right: auto;
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padding-left: 12.5%;
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font-family: et-book, Palatino, "Palatino Linotype", "Palatino LT STD", "Book Antiqua", Georgia, serif;
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background-color: #fffff8;
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color: #111;
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max-width: 1400px;
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counter-reset: sidenote-counter; }
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h1 { font-weight: 400;
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margin-top: 4rem;
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margin-bottom: 1.5rem;
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font-size: 3.2rem;
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line-height: 1; }
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h2 { font-style: italic;
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font-weight: 400;
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margin-top: 2.1rem;
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margin-bottom: 0;
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font-size: 2.2rem;
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line-height: 1; }
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h3 { font-style: italic;
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font-weight: 400;
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font-size: 1.7rem;
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margin-top: 2rem;
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margin-bottom: 0;
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line-height: 1; }
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p.subtitle { font-style: italic;
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margin-top: 1rem;
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margin-bottom: 1rem;
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font-size: 1.8rem;
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display: block;
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line-height: 1; }
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.numeral { font-family: et-book-roman-old-style; }
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.danger { color: red; }
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article { position: relative;
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padding: 5rem 0rem; }
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section { padding-top: 1rem;
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padding-bottom: 1rem; }
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p, ol, ul { font-size: 1.4rem; }
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p { line-height: 2rem;
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margin-top: 1.4rem;
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margin-bottom: 1.4rem;
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padding-right: 0;
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vertical-align: baseline; }
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/* Chapter Epigraphs */
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div.epigraph { margin: 5em 0; }
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div.epigraph > blockquote { margin-top: 3em;
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margin-bottom: 3em; }
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div.epigraph > blockquote, div.epigraph > blockquote > p { font-style: italic; }
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div.epigraph > blockquote > footer { font-style: normal; }
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div.epigraph > blockquote > footer > cite { font-style: italic; }
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/* end chapter epigraphs styles */
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blockquote { font-size: 1.4rem; }
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blockquote p { width: 50%; }
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blockquote footer { width: 50%;
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font-size: 1.1rem;
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text-align: right; }
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ol, ul { width: 45%;
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-webkit-padding-start: 5%;
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-webkit-padding-end: 5%; }
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li { padding: 0.5rem 0; }
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figure { padding: 0;
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border: 0;
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font-size: 100%;
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font: inherit;
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vertical-align: baseline;
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max-width: 55%;
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-webkit-margin-start: 0;
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-webkit-margin-end: 0;
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margin: 0 0 3em 0; }
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figcaption { float: right;
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clear: right;
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margin-right: -48%;
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margin-top: 0;
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margin-bottom: 0;
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font-size: 1.1rem;
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line-height: 1.6;
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vertical-align: baseline;
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position: relative;
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max-width: 40%; }
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figure.fullwidth figcaption { margin-right: 24%; }
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/* Links: replicate underline that clears descenders */
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a:link, a:visited { color: inherit; }
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a:link { text-decoration: none;
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background: -webkit-linear-gradient(#fffff8, #fffff8), -webkit-linear-gradient(#fffff8, #fffff8), -webkit-linear-gradient(#333, #333);
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background: linear-gradient(#fffff8, #fffff8), linear-gradient(#fffff8, #fffff8), linear-gradient(#333, #333);
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-webkit-background-size: 0.05em 1px, 0.05em 1px, 1px 1px;
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-moz-background-size: 0.05em 1px, 0.05em 1px, 1px 1px;
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background-size: 0.05em 1px, 0.05em 1px, 1px 1px;
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background-repeat: no-repeat, no-repeat, repeat-x;
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text-shadow: 0.03em 0 #fffff8, -0.03em 0 #fffff8, 0 0.03em #fffff8, 0 -0.03em #fffff8, 0.06em 0 #fffff8, -0.06em 0 #fffff8, 0.09em 0 #fffff8, -0.09em 0 #fffff8, 0.12em 0 #fffff8, -0.12em 0 #fffff8, 0.15em 0 #fffff8, -0.15em 0 #fffff8;
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background-position: 0% 93%, 100% 93%, 0% 93%; }
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@media screen and (-webkit-min-device-pixel-ratio: 0) { a:link { background-position-y: 87%, 87%, 87%; } }
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a:link::selection { text-shadow: 0.03em 0 #b4d5fe, -0.03em 0 #b4d5fe, 0 0.03em #b4d5fe, 0 -0.03em #b4d5fe, 0.06em 0 #b4d5fe, -0.06em 0 #b4d5fe, 0.09em 0 #b4d5fe, -0.09em 0 #b4d5fe, 0.12em 0 #b4d5fe, -0.12em 0 #b4d5fe, 0.15em 0 #b4d5fe, -0.15em 0 #b4d5fe;
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background: #b4d5fe; }
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a:link::-moz-selection { text-shadow: 0.03em 0 #b4d5fe, -0.03em 0 #b4d5fe, 0 0.03em #b4d5fe, 0 -0.03em #b4d5fe, 0.06em 0 #b4d5fe, -0.06em 0 #b4d5fe, 0.09em 0 #b4d5fe, -0.09em 0 #b4d5fe, 0.12em 0 #b4d5fe, -0.12em 0 #b4d5fe, 0.15em 0 #b4d5fe, -0.15em 0 #b4d5fe;
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background: #b4d5fe; }
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/* Sidenotes, margin notes, figures, captions */
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img { max-width: 100%; }
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.sidenote, .marginnote { float: right;
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clear: right;
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margin-right: -60%;
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width: 50%;
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margin-top: 0;
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margin-bottom: 0;
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font-size: 1.1rem;
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line-height: 1.3;
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vertical-align: baseline;
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position: relative; }
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.table-caption { float:right;
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clear:right;
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margin-right: -60%;
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width: 50%;
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margin-top: 0;
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margin-bottom: 0;
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font-size: 1.0rem;
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line-height: 1.6; }
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.sidenote-number { counter-increment: sidenote-counter; }
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.sidenote-number:after, .sidenote:before { content: counter(sidenote-counter) " ";
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font-family: et-book-roman-old-style;
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position: relative;
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vertical-align: baseline; }
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.sidenote-number:after { content: counter(sidenote-counter);
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font-size: 1rem;
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top: -0.5rem;
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left: 0.1rem; }
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.sidenote:before { content: counter(sidenote-counter) " ";
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top: -0.5rem; }
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p, footer, table, div.table-wrapper-small, div.supertable-wrapper > p, div.booktabs-wrapper { width: 55%; }
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div.fullwidth, table.fullwidth { width: 100%; }
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div.table-wrapper { overflow-x: auto;
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font-family: "Trebuchet MS", "Gill Sans", "Gill Sans MT", sans-serif; }
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@media screen and (max-width: 760px) { p, footer { width: 90%; }
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pre.code { width: 87.5%; }
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ul { width: 85%; }
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figure { max-width: 90%; }
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figcaption, figure.fullwidth figcaption { margin-right: 0%;
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max-width: none; }
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blockquote p, blockquote footer { width: 90%; }}
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.sans { font-family: "Gill Sans", "Gill Sans MT", Calibri, sans-serif;
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letter-spacing: .03em; }
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.code { font-family: Consolas, "Liberation Mono", Menlo, Courier, monospace;
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font-size: 1.125rem;
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line-height: 1.6; }
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h1 .code, h2 .code, h3 .code { font-size: 0.80em; }
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.marginnote .code, .sidenote .code { font-size: 1rem; }
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pre.code { width: 52.5%;
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padding-left: 2.5%;
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overflow-x: auto; }
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.fullwidth { max-width: 90%;
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clear:both; }
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span.newthought { font-variant: small-caps;
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font-size: 1.2em; }
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input.margin-toggle { display: none; }
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label.sidenote-number { display: inline; }
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label.margin-toggle:not(.sidenote-number) { display: none; }
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@media (max-width: 760px) { label.margin-toggle:not(.sidenote-number) { display: inline; }
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.sidenote, .marginnote { display: none; }
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.margin-toggle:checked + .sidenote,
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.margin-toggle:checked + .marginnote { display: block;
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float: left;
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left: 1rem;
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clear: both;
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width: 95%;
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margin: 1rem 2.5%;
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vertical-align: baseline;
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position: relative; }
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label { cursor: pointer; }
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pre.code { width: 90%;
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padding: 0; }
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.table-caption { display: block;
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float: right;
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clear: both;
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width: 98%;
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margin-top: 1rem;
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margin-bottom: 0.5rem;
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margin-left: 1%;
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margin-right: 1%;
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vertical-align: baseline;
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position: relative; }
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div.table-wrapper, table, table.booktabs { width: 85%; }
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div.table-wrapper { border-right: 1px solid #efefef; }
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img { width: 100%; } }

‎css/tufte.scss

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padding-right: 0;
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vertical-align: baseline; }
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// blockquote p { font-size: 1.1rem;
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// line-height: 1.78181818;
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// margin-top: 1.78181818rem;
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// margin-bottom: 1.78181818rem;
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// width: 45%;
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// padding-left: 2.5%;
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// padding-right: 2.5%; }
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//
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blockquote p { font-size: 1.1rem;
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line-height: 1.78181818;
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margin-top: 1.78181818rem;
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margin-bottom: 1.78181818rem;
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width: 45%;
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padding-left: 2.5%;
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padding-right: 2.5%; }
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// blockquote footer { width: 45%;
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// text-align: right; }
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-webkit-padding-end: 5%;
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list-style-type: none; }
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ol { -webkit-padding-start: 5%;
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-webkit-padding-end: 5%;
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list-style-type: decimal; }
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ul li { padding: 0.5em 0; } //vertical padding on list items screws up vertical rhythym
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figure, figure img.maincolumn { max-width: 55%;

‎docs/LICENSE

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The MIT License (MIT)
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Copyright (c) 2018 Aditya Grover, Stefano Ermon
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal
7+
in the Software without restriction, including without limitation the rights
8+
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
9+
copies of the Software, and to permit persons to whom the Software is
10+
furnished to do so, subject to the following conditions:
11+
12+
The above copyright notice and this permission notice shall be included in all
13+
copies or substantial portions of the Software.
14+
15+
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
16+
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
17+
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
18+
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
19+
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
20+
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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SOFTWARE.

‎docs/Makefile

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TEMPDIR := $(shell mktemp -d -t tmp.XXX)
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publish:
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echo 'hmmm'
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cp -r ./_site/* $(TEMPDIR)
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cd $(TEMPDIR) && \
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ls -a && \
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git init && \
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git add . && \
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git commit -m 'publish site' && \
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git remote add origin https://github.com/deepgenerativemodels/notes.git && \
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git push origin master:refs/heads/gh-pages --force

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