2019-2020/02-sequence-alignment/index.html

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  <title>Sequence Alignment</title>

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  <meta name="date" content="2019-10-18" />

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) format('truetype');
}
@font-face {
font-family: 'Open Sans';
font-style: normal;
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font-family: 'Open Sans';
font-style: italic;
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format('truetype');
}
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font-family: 'Open Sans';
font-style: italic;
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}

caption, th, td {
font-weight: normal;
vertical-align: middle;
}

q, blockquote {
quotes: none;
}

q:before, q:after, blockquote:before, blockquote:after {
content: "";
content: none;
}

a img {
border: none;
}

article, aside, details, figcaption, figure, footer, header, hgroup, menu, nav, section, summary {
display: block;
}


html {
height: 100%;
overflow: hidden;
}

body {
margin: 0;
padding: 0;
opacity: 0;
height: 100%;
min-height: 740px;
width: 100%;
overflow: hidden;
color: #fff;
-webkit-font-smoothing: antialiased;
-moz-font-smoothing: antialiased;
-ms-font-smoothing: antialiased;
-o-font-smoothing: antialiased;
-webkit-transition: opacity 250ms ease-in;
-webkit-transition-delay: 100ms;
-moz-transition: opacity 250ms ease-in 100ms;
-o-transition: opacity 250ms ease-in 100ms;
transition: opacity 250ms ease-in 100ms;
}

body.loaded {
opacity: 1 !important;
}

input, button {
vertical-align: middle;
}

slides > slide[hidden] {
display: none !important;
}

slides {
width: 100%;
height: 100%;
position: absolute;
left: 0;
top: 0;
-webkit-transform: translate3d(0, 0, 0);
-moz-transform: translate3d(0, 0, 0);
-ms-transform: translate3d(0, 0, 0);
-o-transform: translate3d(0, 0, 0);
transform: translate3d(0, 0, 0);
-webkit-perspective: 1000;
-moz-perspective: 1000;
-ms-perspective: 1000;
-o-perspective: 1000;
perspective: 1000;
-webkit-transform-style: preserve-3d;
-moz-transform-style: preserve-3d;
-ms-transform-style: preserve-3d;
-o-transform-style: preserve-3d;
transform-style: preserve-3d;
-webkit-transition: opacity 250ms ease-in;
-webkit-transition-delay: 100ms;
-moz-transition: opacity 250ms ease-in 100ms;
-o-transition: opacity 250ms ease-in 100ms;
transition: opacity 250ms ease-in 100ms;
}

slides > slide {
display: block;
position: absolute;
overflow: hidden;
left: 50%;
top: 50%;
-webkit-box-sizing: border-box;
-moz-box-sizing: border-box;
box-sizing: border-box;
}


::selection {
color: white;
background-color: #ffd14d;
text-shadow: none;
}

::-webkit-scrollbar {
height: 16px;
overflow: visible;
width: 16px;
}

::-webkit-scrollbar-thumb {
background-color: rgba(0, 0, 0, 0.1);
background-clip: padding-box;
border: solid transparent;
min-height: 28px;
padding: 100px 0 0;
-webkit-box-shadow: inset 1px 1px 0 rgba(0, 0, 0, 0.1), inset 0 -1px 0 rgba(0, 0, 0, 0.07);
-moz-box-shadow: inset 1px 1px 0 rgba(0, 0, 0, 0.1), inset 0 -1px 0 rgba(0, 0, 0, 0.07);
box-shadow: inset 1px 1px 0 rgba(0, 0, 0, 0.1), inset 0 -1px 0 rgba(0, 0, 0, 0.07);
border-width: 1px 1px 1px 6px;
}

::-webkit-scrollbar-thumb:hover {
background-color: rgba(0, 0, 0, 0.5);
}

::-webkit-scrollbar-button {
height: 0;
width: 0;
}

::-webkit-scrollbar-track {
background-clip: padding-box;
border: solid transparent;
border-width: 0 0 0 4px;
}

::-webkit-scrollbar-corner {
background: transparent;
}

body {
background: black;
}

slides > slide {
font-family: 'Open Sans', Arial, sans-serif;
font-size: 26px;
color: #797979;
width: 900px;
height: 700px;
margin-left: -450px;
margin-top: -350px;
padding: 40px 60px;
-webkit-border-radius: 5px;
-moz-border-radius: 5px;
-ms-border-radius: 5px;
-o-border-radius: 5px;
border-radius: 5px;
-webkit-transition: all 0.6s ease-in-out;
-moz-transition: all 0.6s ease-in-out;
-o-transition: all 0.6s ease-in-out;
transition: all 0.6s ease-in-out;
}

slides > slide.far-past {
}

slides > slide.past {
opacity: 0;
}

slides > slide.current {
display: block;
opacity: 1;
z-index: 1;
}
slides > slide:not(.current) {
z-index: 0;
}

slides > slide.current .auto-fadein {
opacity: 1;
}

slides > slide.current .gdbar {
-webkit-background-size: 100% 100%;
-moz-background-size: 100% 100%;
-o-background-size: 100% 100%;
background-size: 100% 100%;
}

slides > slide.next {
opacity: 0;
pointer-events: none;
}

slides > slide.far-next {
}

slides > slide.dark {
background: #515151 !important;
}

slides > slide:not(.nobackground):after {
font-size: 12pt;
content: attr(data-slide-num) "/" attr(data-total-slides);
position: absolute;
bottom: 20px;
right: 60px;
line-height: 1.9;
}

slides > slide.title-slide:after {
content: '';
position: absolute;
bottom: 40px;
right: 40px;
width: 100%;
height: 60px;
}

slides > slide.backdrop {
z-index: -10;
display: block !important;
background: -webkit-gradient(linear, 50% 0%, 50% 100%, color-stop(0%, #ffffff), color-stop(85%, #ffffff), color-stop(100%, #e6e6e6));
background: -webkit-linear-gradient(#ffffff, #ffffff 85%, #e6e6e6);
background: -moz-linear-gradient(#ffffff, #ffffff 85%, #e6e6e6);
background: -o-linear-gradient(#ffffff, #ffffff 85%, #e6e6e6);
background: linear-gradient(#ffffff, #ffffff 85%, #e6e6e6);
background-color: white;
}

slides > slide.backdrop:after, slides > slide.backdrop:before {
display: none;
}

slides > slide > hgroup + article {
margin-top: 45px;
}

slides > slide > hgroup + article.flexbox.vcenter, slides > slide > hgroup + article.flexbox.vleft, slides > slide > hgroup + article.flexbox.vright {
height: 80%;
}

slides > slide > hgroup + article p {
margin-bottom: 1em;
}

slides > slide > article:only-child {
height: 100%;
}

slides > slide > article:only-child > iframe {
height: 95%;
}

slides.layout-faux-widescreen > slide {
padding: 40px 160px;
}

slides.layout-widescreen > slide,
slides.layout-faux-widescreen > slide {
margin-left: -550px;
width: 1100px;
}

slides.layout-widescreen > slide.far-past,
slides.layout-faux-widescreen > slide.far-past {
-webkit-transform: translate(-2260px);
-moz-transform: translate(-2260px);
-ms-transform: translate(-2260px);
-o-transform: translate(-2260px);
transform: translate(-2260px);
-webkit-transform: translate3d(-2260px, 0, 0);
-moz-transform: translate3d(-2260px, 0, 0);
-ms-transform: translate3d(-2260px, 0, 0);
-o-transform: translate3d(-2260px, 0, 0);
transform: translate3d(-2260px, 0, 0);
}

slides.layout-widescreen > slide.past,
slides.layout-faux-widescreen > slide.past {
display: block;
opacity: 0;
}

slides.layout-widescreen > slide.current,
slides.layout-faux-widescreen > slide.current {
display: block;
opacity: 1;
}

slides.layout-widescreen > slide.next,
slides.layout-faux-widescreen > slide.next {
display: block;
opacity: 0;
pointer-events: none;
}

slides.layout-widescreen > slide.far-next,
slides.layout-faux-widescreen > slide.far-next {
-webkit-transform: translate(2260px);
-moz-transform: translate(2260px);
-ms-transform: translate(2260px);
-o-transform: translate(2260px);
transform: translate(2260px);
-webkit-transform: translate3d(2260px, 0, 0);
-moz-transform: translate3d(2260px, 0, 0);
-ms-transform: translate3d(2260px, 0, 0);
-o-transform: translate3d(2260px, 0, 0);
transform: translate3d(2260px, 0, 0);
}

slides.layout-widescreen #prev-slide-area,
slides.layout-faux-widescreen #prev-slide-area {
margin-left: -650px;
}

slides.layout-widescreen #next-slide-area,
slides.layout-faux-widescreen #next-slide-area {
margin-left: 550px;
}

b {
font-weight: 600;
}

a {
color: #2a7cdf;
text-decoration: none;
border-bottom: 1px solid rgba(42, 124, 223, 0.5);
}

a:hover {
color: black !important;
}

h1, h2, h3 {
font-weight: 600;
}

h2 {
font-size: 45px;
line-height: 65px;
letter-spacing: -2px;
color: #515151;
}

h3 {
font-size: 30px;
letter-spacing: -1px;
line-height: 2;
font-weight: inherit;
color: #797979;
}

ol, ul {
margin-left: 1.2em;
margin-bottom: 1em;
position: relative;
}
ol {
margin-left: 1.4em;
}

ol li,
ul li {
margin-bottom: 0.5em;
}

ul li ul {
margin-left: 2em;
margin-bottom: 0;
}

ul li ul li:before {
content: '-';
font-weight: 600;
}

ul > li:before {
content: '\00B7';
margin-left: -1em;
position: absolute;
font-weight: 600;
}

ul ul,
ol ul {
margin-top: .5em;
}
ol ul,
ol ol {
margin-top: .5em;
}

.highlight-code slide.current pre > * {
opacity: 0.25;
-webkit-transition: opacity 0.5s ease-in;
-moz-transition: opacity 0.5s ease-in;
-o-transition: opacity 0.5s ease-in;
transition: opacity 0.5s ease-in;
}

.highlight-code slide.current b {
opacity: 1;
}

pre {
font-family: 'Source Code Pro', 'Courier New', monospace;
font-size: 20px;
line-height: 28px;
padding: 10px 0 10px 60px;
letter-spacing: -1px;
margin-bottom: 20px;
width: 106%;
left: -60px;
position: relative;
-webkit-box-sizing: border-box;
-moz-box-sizing: border-box;
box-sizing: border-box;

}
.prettyprint {
background-color: #e6e6e6;
}

pre[data-lang]:after {
content: attr(data-lang);
background-color: darkgrey;
right: 0;
top: 0;
position: absolute;
font-size: 16pt;
color: white;
padding: 2px 25px;
text-transform: uppercase;
}

pre[data-lang="go"] {
color: #333;
}

code {
font-size: 95%;
font-family: 'Source Code Pro', 'Courier New', monospace;
color: black;
}

iframe {
width: 100%;
height: 510px;
background: white;
border: 1px solid #e6e6e6;
-webkit-box-sizing: border-box;
-moz-box-sizing: border-box;
box-sizing: border-box;
}

dt {
font-weight: bold;
}

button {
display: inline-block;
background: -webkit-gradient(linear, 50% 0%, 50% 100%, color-stop(40%, #f9f9f9), color-stop(70%, #e3e3e3));
background: -webkit-linear-gradient(#f9f9f9 40%, #e3e3e3 70%);
background: -moz-linear-gradient(#f9f9f9 40%, #e3e3e3 70%);
background: -o-linear-gradient(#f9f9f9 40%, #e3e3e3 70%);
background: linear-gradient(#f9f9f9 40%, #e3e3e3 70%);
border: 1px solid darkgrey;
-webkit-border-radius: 3px;
-moz-border-radius: 3px;
-ms-border-radius: 3px;
-o-border-radius: 3px;
border-radius: 3px;
padding: 5px 8px;
outline: none;
white-space: nowrap;
-webkit-user-select: none;
-moz-user-select: none;
user-select: none;
cursor: pointer;
text-shadow: 1px 1px white;
font-size: 10pt;
}

button:not(:disabled):hover {
border-color: #515151;
}

button:not(:disabled):active {
background: -webkit-gradient(linear, 50% 0%, 50% 100%, color-stop(40%, #e3e3e3), color-stop(70%, #f9f9f9));
background: -webkit-linear-gradient(#e3e3e3 40%, #f9f9f9 70%);
background: -moz-linear-gradient(#e3e3e3 40%, #f9f9f9 70%);
background: -o-linear-gradient(#e3e3e3 40%, #f9f9f9 70%);
background: linear-gradient(#e3e3e3 40%, #f9f9f9 70%);
}

:disabled {
color: darkgrey;
}

.blue {
color: #4387fd;
}

.blue2 {
color: #3c8ef3;
}

.blue3 {
color: #2a7cdf;
}

.yellow {
color: #ffd14d;
}

.yellow2 {
color: #f9cc46;
}

.yellow3 {
color: #f6c000;
}

.green {
color: #0da861;
}

.green2 {
color: #00a86d;
}

.green3 {
color: #009f5d;
}

.red {
color: #f44a3f;
}

.red2 {
color: #e0543e;
}

.red3 {
color: #d94d3a;
}

.gray {
color: #e6e6e6;
}

.gray2 {
color: darkgrey;
}

.gray3 {
color: #797979;
}

.gray4 {
color: #515151;
}

.white {
color: white !important;
}

.black {
color: black !important;
}

.columns-2 {
-webkit-column-count: 2;
-moz-column-count: 2;
-ms-column-count: 2;
-o-column-count: 2;
column-count: 2;
}

.columns-2 ul, .columns-2 ol {
-webkit-transform: translate3d(0, 0, 0);
}

table.rmdtable {
width: 100%;
border-collapse: -moz-initial;
border-collapse: initial;
border-spacing: 2px;
border-bottom: 1px solid #797979;
}

table.rmdtable tr > td:first-child, table th {
font-weight: 600;
color: #515151;
}

table.rmdtable tr:nth-child(odd) {
background-color: #e6e6e6;
}

table.rmdtable th {
color: white;
font-size: 18px;
background: -webkit-gradient(linear, 50% 0%, 50% 100%, color-stop(40%, #4387fd), color-stop(80%, #2a7cdf)) no-repeat;
background: -webkit-linear-gradient(top, #4387fd 40%, #2a7cdf 80%) no-repeat;
background: -moz-linear-gradient(top, #4387fd 40%, #2a7cdf 80%) no-repeat;
background: -o-linear-gradient(top, #4387fd 40%, #2a7cdf 80%) no-repeat;
background: linear-gradient(top, #4387fd 40%, #2a7cdf 80%) no-repeat;
}

table.rmdtable td, table th {
font-size: 18px;
padding: 1em 0.5em;
}

table.rmdtable td.highlight {
color: #515151;
background: -webkit-gradient(linear, 50% 0%, 50% 100%, color-stop(40%, #ffd14d), color-stop(80%, #f6c000)) no-repeat;
background: -webkit-linear-gradient(top, #ffd14d 40%, #f6c000 80%) no-repeat;
background: -moz-linear-gradient(top, #ffd14d 40%, #f6c000 80%) no-repeat;
background: -o-linear-gradient(top, #ffd14d 40%, #f6c000 80%) no-repeat;
background: linear-gradient(top, #ffd14d 40%, #f6c000 80%) no-repeat;
}

table.rmdtable.rows {
border-bottom: none;
border-right: 1px solid #797979;
}

q {
font-size: 45px;
line-height: 72px;
}

q:before {
content: '\201C';
position: absolute;
margin-left: -0.5em;
}

q:after {
content: '\201D';
position: absolute;
margin-left: 0.1em;
}

slide.fill {
background-repeat: no-repeat;
-webkit-border-radius: 5px;
-moz-border-radius: 5px;
-ms-border-radius: 5px;
-o-border-radius: 5px;
border-radius: 5px;
-webkit-background-size: cover;
-moz-background-size: cover;
-o-background-size: cover;
background-size: cover;
}


article.smaller p, article.smaller ul, article.smaller ol {
font-size: 20px;
line-height: 24px;
letter-spacing: 0;
}

article.smaller table td, article.smaller table th {
font-size: 14px;
}

article.smaller pre {
font-size: 15px;
line-height: 20px;
letter-spacing: 0;
}

article.smaller q {
font-size: 40px;
line-height: 48px;
}

article.smaller q:before, article.smaller q:after {
font-size: 60px;
}


.build > * {
-webkit-transition: opacity 0.5s ease-in-out;
-webkit-transition-delay: 0.2s;
-moz-transition: opacity 0.5s ease-in-out 0.2s;
-o-transition: opacity 0.5s ease-in-out 0.2s;
transition: opacity 0.5s ease-in-out 0.2s;
}

.build .to-build {
opacity: 0;
}

.build .build-fade {
opacity: 0.3;
}

.build .build-fade:hover {
opacity: 1.0;
}

.popup .next .build .to-build {
opacity: 1;
}

.popup .next .build .build-fade {
opacity: 1;
}


.prettyprint .str,
.prettyprint .atv {

color: #009f5d;
}

.prettyprint .kwd,
.prettyprint .tag {

color: #0066cc;
}

.prettyprint .com {

color: #797979;
font-style: italic;
}

.prettyprint .lit {

color: #7f0000;
}

.prettyprint .pun,
.prettyprint .opn,
.prettyprint .clo {
color: #515151;
}

.prettyprint .typ,
.prettyprint .atn,
.prettyprint .dec,
.prettyprint .var {

color: #d94d3a;
}

.prettyprint .pln {
color: #515151;
}

.note {
position: absolute;
z-index: 100;
width: 100%;
height: 100%;
top: 0;
left: 0;
padding: 1em;
background: rgba(0, 0, 0, 0.3);
opacity: 0;
pointer-events: none;
display: -webkit-box !important;
display: -moz-box !important;
display: -ms-box !important;
display: -o-box !important;
display: box !important;
-webkit-box-orient: vertical;
-moz-box-orient: vertical;
-ms-box-orient: vertical;
box-orient: vertical;
-webkit-box-align: center;
-moz-box-align: center;
-ms-box-align: center;
box-align: center;
-webkit-box-pack: center;
-moz-box-pack: center;
-ms-box-pack: center;
box-pack: center;
-webkit-border-radius: 5px;
-moz-border-radius: 5px;
-ms-border-radius: 5px;
-o-border-radius: 5px;
border-radius: 5px;
-webkit-box-sizing: border-box;
-moz-box-sizing: border-box;
box-sizing: border-box;
-webkit-transform: translateY(350px);
-moz-transform: translateY(350px);
-ms-transform: translateY(350px);
-o-transform: translateY(350px);
transform: translateY(350px);
-webkit-transition: all 0.4s ease-in-out;
-moz-transition: all 0.4s ease-in-out;
-o-transition: all 0.4s ease-in-out;
transition: all 0.4s ease-in-out;
}

.note > section {
background: #fff;
-webkit-border-radius: 5px;
-moz-border-radius: 5px;
-ms-border-radius: 5px;
-o-border-radius: 5px;
border-radius: 5px;
-webkit-box-shadow: 0 0 10px #797979;
-moz-box-shadow: 0 0 10px #797979;
box-shadow: 0 0 10px #797979;
width: 60%;
padding: 2em;
}

.with-notes.popup slides.layout-widescreen slide.next,
.with-notes.popup slides.layout-faux-widescreen slide.next {
-webkit-transform: translate3d(690px, 80px, 0) scale(0.35);
-moz-transform: translate3d(690px, 80px, 0) scale(0.35);
-ms-transform: translate3d(690px, 80px, 0) scale(0.35);
-o-transform: translate3d(690px, 80px, 0) scale(0.35);
transform: translate3d(690px, 80px, 0) scale(0.35);
}

.with-notes.popup slides.layout-widescreen slide .note,
.with-notes.popup slides.layout-faux-widescreen slide .note {
-webkit-transform: translate3d(300px, 800px, 0) scale(1.5);
-moz-transform: translate3d(300px, 800px, 0) scale(1.5);
-ms-transform: translate3d(300px, 800px, 0) scale(1.5);
-o-transform: translate3d(300px, 800px, 0) scale(1.5);
transform: translate3d(300px, 800px, 0) scale(1.5);
}

.with-notes.popup slide {
overflow: visible;
background: white;
-webkit-transition: none;
-moz-transition: none;
-o-transition: none;
transition: none;
pointer-events: none;
-webkit-transform-origin: 0 0;
-moz-transform-origin: 0 0;
-ms-transform-origin: 0 0;
-o-transform-origin: 0 0;
transform-origin: 0 0;
}

.with-notes.popup slide:not(.backdrop) {
-webkit-transform: scale(0.6) translate3d(0.5em, 0.5em, 0);
-moz-transform: scale(0.6) translate3d(0.5em, 0.5em, 0);
-ms-transform: scale(0.6) translate3d(0.5em, 0.5em, 0);
-o-transform: scale(0.6) translate3d(0.5em, 0.5em, 0);
transform: scale(0.6) translate3d(0.5em, 0.5em, 0);
-webkit-box-shadow: 0 0 10px #797979;
-moz-box-shadow: 0 0 10px #797979;
box-shadow: 0 0 10px #797979;
}

.with-notes.popup slide.backdrop {
background-image: -webkit-gradient(radial, 50% 50%, 0, 50% 50%, 600, color-stop(0%, #b1dfff), color-stop(100%, #4387fd));
background-image: -webkit-radial-gradient(50% 50%, #b1dfff 0%, #4387fd 600px);
background-image: -moz-radial-gradient(50% 50%, #b1dfff 0%, #4387fd 600px);
background-image: -o-radial-gradient(50% 50%, #b1dfff 0%, #4387fd 600px);
background-image: radial-gradient(50% 50%, #b1dfff 0%, #4387fd 600px);
}

.with-notes.popup slide.next {
-webkit-transform: translate3d(570px, 80px, 0) scale(0.35);
-moz-transform: translate3d(570px, 80px, 0) scale(0.35);
-ms-transform: translate3d(570px, 80px, 0) scale(0.35);
-o-transform: translate3d(570px, 80px, 0) scale(0.35);
transform: translate3d(570px, 80px, 0) scale(0.35);
opacity: 1 !important;
}

.with-notes.popup slide.next .note {
display: none !important;
}

.with-notes.popup .note {
width: 109%;
height: 260px;
background: #e6e6e6;
padding: 0;
-webkit-box-shadow: 0 0 10px #797979;
-moz-box-shadow: 0 0 10px #797979;
box-shadow: 0 0 10px #797979;
-webkit-transform: translate3d(250px, 800px, 0) scale(1.5);
-moz-transform: translate3d(250px, 800px, 0) scale(1.5);
-ms-transform: translate3d(250px, 800px, 0) scale(1.5);
-o-transform: translate3d(250px, 800px, 0) scale(1.5);
transform: translate3d(250px, 800px, 0) scale(1.5);
-webkit-transition: opacity 400ms ease-in-out;
-moz-transition: opacity 400ms ease-in-out;
-o-transition: opacity 400ms ease-in-out;
transition: opacity 400ms ease-in-out;
}

.with-notes.popup .note > section {
background: #fff;
-webkit-border-radius: 5px;
-moz-border-radius: 5px;
-ms-border-radius: 5px;
-o-border-radius: 5px;
border-radius: 5px;
height: 100%;
width: 100%;
-webkit-box-sizing: border-box;
-moz-box-sizing: border-box;
box-sizing: border-box;
-webkit-box-shadow: none;
-moz-box-shadow: none;
box-shadow: none;
overflow: auto;
padding: 1em;
}

.with-notes .note {
opacity: 1;
-webkit-transform: translateY(0);
-moz-transform: translateY(0);
-ms-transform: translateY(0);
-o-transform: translateY(0);
transform: translateY(0);
pointer-events: auto;
}

.source {
font-size: 14px;
color: darkgrey;
position: absolute;
bottom: 70px;
left: 60px;
}

.centered {
text-align: center;
}

.reflect {
-webkit-box-reflect: below 3px -webkit-linear-gradient(rgba(255, 255, 255, 0) 85%, white 150%);
-moz-box-reflect: below 3px -moz-linear-gradient(rgba(255, 255, 255, 0) 85%, white 150%);
-o-box-reflect: below 3px -o-linear-gradient(rgba(255, 255, 255, 0) 85%, white 150%);
-ms-box-reflect: below 3px -ms-linear-gradient(rgba(255, 255, 255, 0) 85%, white 150%);
box-reflect: below 3px linear-gradient(rgba(255, 255, 255, 0) 85%, #ffffff 150%);
}

.flexbox {
display: -webkit-box !important;
display: -moz-box !important;
display: -ms-box !important;
display: -o-box !important;
display: box !important;
}

.flexbox.vcenter {
-webkit-box-orient: vertical;
-moz-box-orient: vertical;
-ms-box-orient: vertical;
box-orient: vertical;
-webkit-box-align: center;
-moz-box-align: center;
-ms-box-align: center;
box-align: center;
-webkit-box-pack: center;
-moz-box-pack: center;
-ms-box-pack: center;
box-pack: center;
height: 100%;
width: 100%;
}

.flexbox.vleft {
-webkit-box-orient: vertical;
-moz-box-orient: vertical;
-ms-box-orient: vertical;
box-orient: vertical;
-webkit-box-align: left;
-moz-box-align: left;
-ms-box-align: left;
box-align: left;
-webkit-box-pack: center;
-moz-box-pack: center;
-ms-box-pack: center;
box-pack: center;
height: 100%;
width: 100%;
}

.flexbox.vright {
-webkit-box-orient: vertical;
-moz-box-orient: vertical;
-ms-box-orient: vertical;
box-orient: vertical;
-webkit-box-align: end;
-moz-box-align: end;
-ms-box-align: end;
box-align: end;
-webkit-box-pack: center;
-moz-box-pack: center;
-ms-box-pack: center;
box-pack: center;
height: 100%;
width: 100%;
}

.auto-fadein {
-webkit-transition: opacity 0.6s ease-in;
-webkit-transition-delay: 0.6s;
-moz-transition: opacity 0.6s ease-in 0.6s;
-o-transition: opacity 0.6s ease-in 0.6s;
transition: opacity 0.6s ease-in 0.6s;
opacity: 0;
}


.slide-area {
z-index: 1000;
position: absolute;
left: 0;
top: 0;
width: 100px;
height: 700px;
left: 50%;
top: 50%;
cursor: pointer;
margin-top: -350px;
}

#prev-slide-area {
margin-left: -550px;
}

#next-slide-area {
margin-left: 450px;
}


.logoslide img {
width: 383px;
height: 92px;
}

.segue {
padding: 60px 120px;
}

.segue h2 {
color: #e6e6e6;
font-size: 60px;
}

.segue h3 {
color: #e6e6e6;
line-height: 2.8;
}

.segue hgroup {
position: absolute;
bottom: 225px;
}

.thank-you-slide {
background: #4387fd !important;
color: white;
}

.thank-you-slide h2 {
font-size: 60px;
color: inherit;
}

.thank-you-slide article > p {
margin-top: 2em;
font-size: 20pt;
}

.thank-you-slide > p {
position: absolute;
bottom: 80px;
font-size: 24pt;
line-height: 1.3;
}

aside.gdbar {
height: 97px;
width: 215px;
position: absolute;
left: -1px;
top: 125px;
-webkit-border-radius: 0 10px 10px 0;
-moz-border-radius: 0 10px 10px 0;
-ms-border-radius: 0 10px 10px 0;
-o-border-radius: 0 10px 10px 0;
border-radius: 0 10px 10px 0;
background: -webkit-gradient(linear, 0% 50%, 100% 50%, color-stop(0%, #e6e6e6), color-stop(100%, #e6e6e6)) no-repeat;
background: -webkit-linear-gradient(left, #e6e6e6, #e6e6e6) no-repeat;
background: -moz-linear-gradient(left, #e6e6e6, #e6e6e6) no-repeat;
background: -o-linear-gradient(left, #e6e6e6, #e6e6e6) no-repeat;
background: linear-gradient(left, #e6e6e6, #e6e6e6) no-repeat;
-webkit-background-size: 0% 100%;
-moz-background-size: 0% 100%;
-o-background-size: 0% 100%;
background-size: 0% 100%;
-webkit-transition: all 0.5s ease-out;
-webkit-transition-delay: 0.5s;
-moz-transition: all 0.5s ease-out 0.5s;
-o-transition: all 0.5s ease-out 0.5s;
transition: all 0.5s ease-out 0.5s;

}

aside.gdbar.right {
right: 0;
left: -moz-initial;
left: initial;
top: 254px;

-webkit-transform: rotateZ(180deg);
-moz-transform: rotateZ(180deg);
-ms-transform: rotateZ(180deg);
-o-transform: rotateZ(180deg);
transform: rotateZ(180deg);
}

aside.gdbar.right img {
-webkit-transform: rotateZ(180deg);
-moz-transform: rotateZ(180deg);
-ms-transform: rotateZ(180deg);
-o-transform: rotateZ(180deg);
transform: rotateZ(180deg);
}

aside.gdbar.bottom {
top: -moz-initial;
top: initial;
bottom: 60px;
}

aside.gdbar img {
width: 85px;
height: 85px;
position: absolute;
right: 0;
margin: 8px 15px;
}

.title-slide hgroup {
bottom: 100px;
}

.title-slide hgroup h1 {
font-size: 65px;
line-height: 1.4;
letter-spacing: -3px;
color: #515151;
}

.title-slide hgroup h2 {
font-size: 34px;
color: darkgrey;
font-weight: inherit;
}

.title-slide hgroup p {
font-size: 20px;
color: #797979;
line-height: 1.3;
margin-top: 2em;
}

.quote {
color: #e6e6e6;
}

.quote .author {
font-size: 24px;
position: absolute;
bottom: 80px;
line-height: 1.4;
}

[data-config-contact] a {
color: white;
border-bottom: none;
}

[data-config-contact] span {
width: 115px;
display: inline-block;
}

.overview.popup .note {
display: none !important;
}

.overview slides slide {
display: block;
cursor: pointer;
opacity: 0.5;
pointer-events: auto !important;
background: -webkit-gradient(linear, 50% 0%, 50% 100%, color-stop(0%, #ffffff), color-stop(85%, #ffffff), color-stop(100%, #e6e6e6));
background: -webkit-linear-gradient(#ffffff, #ffffff 85%, #e6e6e6);
background: -moz-linear-gradient(#ffffff, #ffffff 85%, #e6e6e6);
background: -o-linear-gradient(#ffffff, #ffffff 85%, #e6e6e6);
background: linear-gradient(#ffffff, #ffffff 85%, #e6e6e6);
background-color: white;
}

.overview slides slide.backdrop {
display: none !important;
}

.overview slides slide.far-past, .overview slides slide.past, .overview slides slide.next, .overview slides slide.far-next, .overview slides slide.far-past {
opacity: 0.5;
display: block;
}

.overview slides slide.current {
opacity: 1;
}

.overview .slide-area {
display: none;
}
slides > slide {
background: linear-gradient(#ffffff, #ffffff 85%, #e6e6e6);
background-color: white;
}
slides > slide {
opacity: 0;
}
@media print {

slides slide {
display: block !important;
position: relative;
background: -webkit-gradient(linear, 50% 0%, 50% 100%, color-stop(0%, #ffffff), color-stop(85%, #ffffff), color-stop(100%, #e6e6e6));
background: -webkit-linear-gradient(#ffffff, #ffffff 85%, #e6e6e6);
background: -moz-linear-gradient(#ffffff, #ffffff 85%, #e6e6e6);
background: -o-linear-gradient(#ffffff, #ffffff 85%, #e6e6e6);
background: linear-gradient(#ffffff, #ffffff 85%, #e6e6e6);
background-color: white;
-webkit-transform: none !important;
-moz-transform: none !important;
-ms-transform: none !important;
-o-transform: none !important;
transform: none !important;
width: 100%;
height: 100%;
page-break-after: always;
top: auto !important;
left: auto !important;
margin-top: 0 !important;
margin-left: 0 !important;
opacity: 1 !important;
color: #555;
}

slides slide.far-past, slides slide.past, slides slide.next, slides slide.far-next, slides slide.far-past, slides slide.current {
opacity: 1 !important;
display: block !important;
}

slides slide .build > * {
-webkit-transition: none;
-moz-transition: none;
-o-transition: none;
transition: none;
}

slides slide .build .to-build,
slides slide .build .build-fade {
opacity: 1;
}

slides slide .auto-fadein {
opacity: 1 !important;
}

slides slide.backdrop {
display: none !important;
}

slides slide table.rows {
border-right: 0;
}

slides slide[hidden] {
display: none !important;
}

.slide-area {
display: none;
}

.reflect {
-webkit-box-reflect: none;
-moz-box-reflect: none;
-o-box-reflect: none;
-ms-box-reflect: none;
box-reflect: none;
}

pre, code {
font-family: monospace !important;
}
}

label {
display: block;
margin-bottom: 4px;
}
label, input {
font-size: 16px;
color: #333;
}
input {
width: 220px;
}
.jslider {
margin-top: 8px;
}

.dataTables_info, .dataTables_paginate {
font-size: 14px;
}
</style>
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}
</style>
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["cv","py"]);k(u({keywords:"caller,delete,die,do,dump,elsif,eval,exit,foreach,for,goto,if,import,last,local,my,next,no,our,print,package,redo,require,sub,undef,unless,until,use,wantarray,while,BEGIN,END",hashComments:!0,multiLineStrings:!0,regexLiterals:!0}),["perl","pl","pm"]);k(u({keywords:J,hashComments:!0,multiLineStrings:!0,regexLiterals:!0}),["rb"]);k(u({keywords:w,cStyleComments:!0,regexLiterals:!0}),["js"]);k(u({keywords:"all,and,by,catch,class,else,extends,false,finally,for,if,in,is,isnt,loop,new,no,not,null,of,off,on,or,return,super,then,true,try,unless,until,when,while,yes",
hashComments:3,cStyleComments:!0,multilineStrings:!0,tripleQuotedStrings:!0,regexLiterals:!0}),["coffee"]);k(x([],[["str",/^[\S\s]+/]]),["regex"]);window.prettyPrintOne=function(a,m,e){var h=document.createElement("PRE");h.innerHTML=a;e&&D(h,e);E({g:m,i:e,h:h});return h.innerHTML};window.prettyPrint=function(a){function m(){for(var e=window.PR_SHOULD_USE_CONTINUATION?l.now()+250:Infinity;p<h.length&&l.now()<e;p++){var n=h[p],k=n.className;if(k.indexOf("prettyprint")>=0){var k=k.match(g),f,b;if(b=
!k){b=n;for(var o=void 0,c=b.firstChild;c;c=c.nextSibling)var i=c.nodeType,o=i===1?o?b:c:i===3?N.test(c.nodeValue)?b:o:o;b=(f=o===b?void 0:o)&&"CODE"===f.tagName}b&&(k=f.className.match(g));k&&(k=k[1]);b=!1;for(o=n.parentNode;o;o=o.parentNode)if((o.tagName==="pre"||o.tagName==="code"||o.tagName==="xmp")&&o.className&&o.className.indexOf("prettyprint")>=0){b=!0;break}b||((b=(b=n.className.match(/\blinenums\b(?::(\d+))?/))?b[1]&&b[1].length?+b[1]:!0:!1)&&D(n,b),d={g:k,h:n,i:b},E(d))}}p<h.length?setTimeout(m,
250):a&&a()}for(var e=[document.getElementsByTagName("pre"),document.getElementsByTagName("code"),document.getElementsByTagName("xmp")],h=[],k=0;k<e.length;++k)for(var t=0,s=e[k].length;t<s;++t)h.push(e[k][t]);var e=q,l=Date;l.now||(l={now:function(){return+new Date}});var p=0,d,g=/\blang(?:uage)?-([\w.]+)(?!\S)/;m()};window.PR={createSimpleLexer:x,registerLangHandler:k,sourceDecorator:u,PR_ATTRIB_NAME:"atn",PR_ATTRIB_VALUE:"atv",PR_COMMENT:"com",PR_DECLARATION:"dec",PR_KEYWORD:"kwd",PR_LITERAL:"lit",
PR_NOCODE:"nocode",PR_PLAIN:"pln",PR_PUNCTUATION:"pun",PR_SOURCE:"src",PR_STRING:"str",PR_TAG:"tag",PR_TYPE:"typ"}})();
</script>
  <script>// Copyright (C) 2012 Jeffrey B. Arnold
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
//      http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.


/**
 * @fileoverview
 * Registers a language handler for S, S-plus, and R source code.
 *
 *
 * To use, include prettify.js and this file in your HTML page.
 * Then put your code in an HTML tag like
 *      <pre class="prettyprint lang-r"> code </pre>
 *
 * Language definition from
 * http://cran.r-project.org/doc/manuals/R-lang.html.
 * Many of the regexes are shared  with the pygments SLexer,
 * http://pygments.org/.
 *
 * Original: https://raw.github.com/jrnold/prettify-lang-r-bugs/master/lang-r.js
 *
 * @author jeffrey.arnold@gmail.com
 */
PR['registerLangHandler'](
    PR['createSimpleLexer'](
        [
            [PR['PR_PLAIN'],       /^[\t\n\r \xA0]+/, null, '\t\n\r \xA0'],
	    [PR['PR_STRING'],      /^\"(?:[^\"\\]|\\[\s\S])*(?:\"|$)/, null, '"'],
	    [PR['PR_STRING'],      /^\'(?:[^\'\\]|\\[\s\S])*(?:\'|$)/, null, "'"]
        ],
        [
            [PR['PR_COMMENT'],     /^#.*/],
	    [PR['PR_KEYWORD'],     /^(?:if|else|for|while|repeat|in|next|break|return|switch|function)(?![A-Za-z0-9_.])/],
	    // hex numbes
	    [PR['PR_LITERAL'], /^0[xX][a-fA-F0-9]+([pP][0-9]+)?[Li]?/],
	    // Decimal numbers
            [PR['PR_LITERAL'], /^[+-]?([0-9]+(\.[0-9]+)?|\.[0-9]+)([eE][+-]?[0-9]+)?[Li]?/],
	    // builtin symbols
	    [PR['PR_LITERAL'], /^(?:NULL|NA(?:_(?:integer|real|complex|character)_)?|Inf|TRUE|FALSE|NaN|\.\.(?:\.|[0-9]+))(?![A-Za-z0-9_.])/],
	    // assignment, operators, and parens, etc.
	    [PR['PR_PUNCTUATION'], /^(?:<<?-|->>?|-|==|<=|>=|<|>|&&?|!=|\|\|?|\*|\+|\^|\/|!|%.*?%|=|~|\$|@|:{1,3}|[\[\](){};,?])/],
	    // valid variable names
	    [PR['PR_PLAIN'], /^(?:[A-Za-z]+[A-Za-z0-9_.]*|\.[a-zA-Z_][0-9a-zA-Z\._]*)(?![A-Za-z0-9_.])/],
	    // string backtick
	    [PR['PR_STRING'], /^`.+`/]
        ]),
    ['r', 's', 'R', 'S', 'Splus']);
</script>
  <script>var a=null;
PR.registerLangHandler(PR.createSimpleLexer([["pun",/^[:>?|]+/,a,":|>?"],["dec",/^%(?:YAML|TAG)[^\n\r#]+/,a,"%"],["typ",/^&\S+/,a,"&"],["typ",/^!\S*/,a,"!"],["str",/^"(?:[^"\\]|\\.)*(?:"|$)/,a,'"'],["str",/^'(?:[^']|'')*(?:'|$)/,a,"'"],["com",/^#[^\n\r]*/,a,"#"],["pln",/^\s+/,a," \t\r\n"]],[["dec",/^(?:---|\.\.\.)(?:[\n\r]|$)/],["pun",/^-/],["kwd",/^\w+:[\n\r ]/],["pln",/^\w+/]]),["yaml","yml"]);
</script>
  <script>/*
 * Hammer.JS
 * version 0.4
 * author: Eight Media
 * https://github.com/EightMedia/hammer.js
 */
function Hammer(element, options, undefined)
{
    var self = this;

    var defaults = {
        // prevent the default event or not... might be buggy when false
        prevent_default    : false,
        css_hacks          : true,

        drag               : true,
        drag_vertical      : true,
        drag_horizontal    : true,
        // minimum distance before the drag event starts
        drag_min_distance  : 20, // pixels

        // pinch zoom and rotation
        transform          : true,
        scale_treshold     : 0.1,
        rotation_treshold  : 15, // degrees

        tap                : true,
        tap_double         : true,
        tap_max_interval   : 300,
        tap_double_distance: 20,

        hold               : true,
        hold_timeout       : 500
    };
    options = mergeObject(defaults, options);

    // some css hacks
    (function() {
        if(!options.css_hacks) {
            return false;
        }

        var vendors = ['webkit','moz','ms','o',''];
        var css_props = {
            "userSelect": "none",
            "touchCallout": "none",
            "userDrag": "none",
            "tapHighlightColor": "rgba(0,0,0,0)"
        };

        var prop = '';
        for(var i = 0; i < vendors.length; i++) {
            for(var p in css_props) {
                prop = p;
                if(vendors[i]) {
                    prop = vendors[i] + prop.substring(0, 1).toUpperCase() + prop.substring(1);
                }
                element.style[ prop ] = css_props[p];
            }
        }
    })();

    // holds the distance that has been moved
    var _distance = 0;

    // holds the exact angle that has been moved
    var _angle = 0;

    // holds the diraction that has been moved
    var _direction = 0;

    // holds position movement for sliding
    var _pos = { };

    // how many fingers are on the screen
    var _fingers = 0;

    var _first = false;

    var _gesture = null;
    var _prev_gesture = null;

    var _touch_start_time = null;
    var _prev_tap_pos = {x: 0, y: 0};
    var _prev_tap_end_time = null;

    var _hold_timer = null;

    var _offset = {};

    // keep track of the mouse status
    var _mousedown = false;

    var _event_start;
    var _event_move;
    var _event_end;


    /**
     * angle to direction define
     * @param  float    angle
     * @return string   direction
     */
    this.getDirectionFromAngle = function( angle )
    {
        var directions = {
            down: angle >= 45 && angle < 135, //90
            left: angle >= 135 || angle <= -135, //180
            up: angle < -45 && angle > -135, //270
            right: angle >= -45 && angle <= 45 //0
        };

        var direction, key;
        for(key in directions){
            if(directions[key]){
                direction = key;
                break;
            }
        }
        return direction;
    };


    /**
     * count the number of fingers in the event
     * when no fingers are detected, one finger is returned (mouse pointer)
     * @param  event
     * @return int  fingers
     */
    function countFingers( event )
    {
        // there is a bug on android (until v4?) that touches is always 1,
        // so no multitouch is supported, e.g. no, zoom and rotation...
        return event.touches ? event.touches.length : 1;
    }


    /**
     * get the x and y positions from the event object
     * @param  event
     * @return array  [{ x: int, y: int }]
     */
    function getXYfromEvent( event )
    {
        event = event || window.event;

        // no touches, use the event pageX and pageY
        if(!event.touches) {
            var doc = document,
                body = doc.body;

            return [{
                x: event.pageX || event.clientX + ( doc && doc.scrollLeft || body && body.scrollLeft || 0 ) - ( doc && doc.clientLeft || body && doc.clientLeft || 0 ),
                y: event.pageY || event.clientY + ( doc && doc.scrollTop || body && body.scrollTop || 0 ) - ( doc && doc.clientTop || body && doc.clientTop || 0 )
            }];
        }
        // multitouch, return array with positions
        else {
            var pos = [], src;
            for(var t=0, len=event.touches.length; t<len; t++) {
                src = event.touches[t];
                pos.push({ x: src.pageX, y: src.pageY });
            }
            return pos;
        }
    }


    /**
     * calculate the angle between two points
     * @param object pos1 { x: int, y: int }
     * @param object pos2 { x: int, y: int }
     */
    function getAngle( pos1, pos2 )
    {
        return Math.atan2(pos2.y - pos1.y, pos2.x - pos1.x) * 180 / Math.PI;
    }

    /**
     * trigger an event/callback by name with params
     * @param string name
     * @param array  params
     */
    function triggerEvent( eventName, params )
    {
        // return touches object
        params.touches = getXYfromEvent(params.originalEvent);
        params.type = eventName;

        // trigger callback
        if(isFunction(self["on"+ eventName])) {
            self["on"+ eventName].call(self, params);
        }
    }


    /**
     * cancel event
     * @param   object  event
     * @return  void
     */

    function cancelEvent(event){
        event = event || window.event;
        if(event.preventDefault){
            event.preventDefault();
        }else{
            event.returnValue = false;
            event.cancelBubble = true;
        }
    }


    /**
     * reset the internal vars to the start values
     */
    function reset()
    {
        _pos = {};
        _first = false;
        _fingers = 0;
        _distance = 0;
        _angle = 0;
        _gesture = null;
    }


    var gestures = {
        // hold gesture
        // fired on touchstart
        hold : function(event)
        {
            // only when one finger is on the screen
            if(options.hold) {
                _gesture = 'hold';
                clearTimeout(_hold_timer);

                _hold_timer = setTimeout(function() {
                    if(_gesture == 'hold') {
                        triggerEvent("hold", {
                            originalEvent   : event,
                            position        : _pos.start
                        });
                    }
                }, options.hold_timeout);
            }
        },


        // drag gesture
        // fired on mousemove
        drag : function(event)
        {
            // get the distance we moved
            var _distance_x = _pos.move[0].x - _pos.start[0].x;
            var _distance_y = _pos.move[0].y - _pos.start[0].y;
            _distance = Math.sqrt(_distance_x * _distance_x + _distance_y * _distance_y);

            // drag
            // minimal movement required
            if(options.drag && (_distance > options.drag_min_distance) || _gesture == 'drag') {
                // calculate the angle
                _angle = getAngle(_pos.start[0], _pos.move[0]);
                _direction = self.getDirectionFromAngle(_angle);

                // check the movement and stop if we go in the wrong direction
                var is_vertical = (_direction == 'up' || _direction == 'down');
                if(((is_vertical && !options.drag_vertical) || (!is_vertical && !options.drag_horizontal))
                    && (_distance > options.drag_min_distance)) {
                    return;
                }

                _gesture = 'drag';

                var position = { x: _pos.move[0].x - _offset.left,
                    y: _pos.move[0].y - _offset.top };

                var event_obj = {
                    originalEvent   : event,
                    position        : position,
                    direction       : _direction,
                    distance        : _distance,
                    distanceX       : _distance_x,
                    distanceY       : _distance_y,
                    angle           : _angle
                };

                // on the first time trigger the start event
                if(_first) {
                    triggerEvent("dragstart", event_obj);

                    _first = false;
                }

                // normal slide event
                triggerEvent("drag", event_obj);

                cancelEvent(event);
            }
        },


        // transform gesture
        // fired on touchmove
        transform : function(event)
        {
            if(options.transform) {
                var scale = event.scale || 1;
                var rotation = event.rotation || 0;

                if(countFingers(event) != 2) {
                    return false;
                }

                if(_gesture != 'drag' &&
                    (_gesture == 'transform' || Math.abs(1-scale) > options.scale_treshold
                        || Math.abs(rotation) > options.rotation_treshold)) {
                    _gesture = 'transform';

                    _pos.center = {  x: ((_pos.move[0].x + _pos.move[1].x) / 2) - _offset.left,
                        y: ((_pos.move[0].y + _pos.move[1].y) / 2) - _offset.top };

                    var event_obj = {
                        originalEvent   : event,
                        position        : _pos.center,
                        scale           : scale,
                        rotation        : rotation
                    };

                    // on the first time trigger the start event
                    if(_first) {
                        triggerEvent("transformstart", event_obj);
                        _first = false;
                    }

                    triggerEvent("transform", event_obj);

                    cancelEvent(event);

                    return true;
                }
            }

            return false;
        },


        // tap and double tap gesture
        // fired on touchend
        tap : function(event)
        {
            // compare the kind of gesture by time
            var now = new Date().getTime();
            var touch_time = now - _touch_start_time;

            // dont fire when hold is fired
            if(options.hold && !(options.hold && options.hold_timeout > touch_time)) {
                return;
            }

            // when previous event was tap and the tap was max_interval ms ago
            var is_double_tap = (function(){
                if (_prev_tap_pos && options.tap_double && _prev_gesture == 'tap' && (_touch_start_time - _prev_tap_end_time) < options.tap_max_interval) {
                    var x_distance = Math.abs(_prev_tap_pos[0].x - _pos.start[0].x);
                    var y_distance = Math.abs(_prev_tap_pos[0].y - _pos.start[0].y);
                    return (_prev_tap_pos && _pos.start && Math.max(x_distance, y_distance) < options.tap_double_distance);

                }
                return false;
            })();

            if(is_double_tap) {
                _gesture = 'double_tap';
                _prev_tap_end_time = null;

                triggerEvent("doubletap", {
                    originalEvent   : event,
                    position        : _pos.start
                });
                cancelEvent(event);
            }

            // single tap is single touch
            else {
                _gesture = 'tap';
                _prev_tap_end_time = now;
                _prev_tap_pos = _pos.start;

                if(options.tap) {
                    triggerEvent("tap", {
                        originalEvent   : event,
                        position        : _pos.start
                    });
                    cancelEvent(event);
                }
            }

        }

    };


    function handleEvents(event)
    {
        switch(event.type)
        {
            case 'mousedown':
            case 'touchstart':
                _pos.start = getXYfromEvent(event);
                _touch_start_time = new Date().getTime();
                _fingers = countFingers(event);
                _first = true;
                _event_start = event;

                // borrowed from jquery offset https://github.com/jquery/jquery/blob/master/src/offset.js
                var box = element.getBoundingClientRect();
                var clientTop  = element.clientTop  || document.body.clientTop  || 0;
                var clientLeft = element.clientLeft || document.body.clientLeft || 0;
                var scrollTop  = window.pageYOffset || element.scrollTop  || document.body.scrollTop;
                var scrollLeft = window.pageXOffset || element.scrollLeft || document.body.scrollLeft;

                _offset = {
                    top: box.top + scrollTop - clientTop,
                    left: box.left + scrollLeft - clientLeft
                };

                _mousedown = true;

                // hold gesture
                gestures.hold(event);

                if(options.prevent_default) {
                    cancelEvent(event);
                }
                break;

            case 'mousemove':
            case 'touchmove':
                if(!_mousedown) {
                    return false;
                }
                _event_move = event;
                _pos.move = getXYfromEvent(event);

                if(!gestures.transform(event)) {
                    gestures.drag(event);
                }
                break;

            case 'mouseup':
            case 'mouseout':
            case 'touchcancel':
            case 'touchend':
                if(!_mousedown || (_gesture != 'transform' && event.touches && event.touches.length > 0)) {
                    return false;
                }

                _mousedown = false;
                _event_end = event;

                // drag gesture
                // dragstart is triggered, so dragend is possible
                if(_gesture == 'drag') {
                    triggerEvent("dragend", {
                        originalEvent   : event,
                        direction       : _direction,
                        distance        : _distance,
                        angle           : _angle
                    });
                }

                // transform
                // transformstart is triggered, so transformed is possible
                else if(_gesture == 'transform') {
                    triggerEvent("transformend", {
                        originalEvent   : event,
                        position        : _pos.center,
                        scale           : event.scale,
                        rotation        : event.rotation
                    });
                }
                else {
                    gestures.tap(_event_start);
                }

                _prev_gesture = _gesture;

                // reset vars
                reset();
                break;
        }
    }


    // bind events for touch devices
    // except for windows phone 7.5, it doesnt support touch events..!
    if('ontouchstart' in window) {
        element.addEventListener("touchstart", handleEvents, false);
        element.addEventListener("touchmove", handleEvents, false);
        element.addEventListener("touchend", handleEvents, false);
        element.addEventListener("touchcancel", handleEvents, false);
    }
    // for non-touch
    else {

        if(element.addEventListener){ // prevent old IE errors
            element.addEventListener("mouseout", function(event) {
                if(!isInsideHammer(element, event.relatedTarget)) {
                    handleEvents(event);
                }
            }, false);
            element.addEventListener("mouseup", handleEvents, false);
            element.addEventListener("mousedown", handleEvents, false);
            element.addEventListener("mousemove", handleEvents, false);

            // events for older IE
        }else if(document.attachEvent){
            element.attachEvent("onmouseout", function(event) {
                if(!isInsideHammer(element, event.relatedTarget)) {
                    handleEvents(event);
                }
            }, false);
            element.attachEvent("onmouseup", handleEvents);
            element.attachEvent("onmousedown", handleEvents);
            element.attachEvent("onmousemove", handleEvents);
        }
    }


    /**
     * find if element is (inside) given parent element
     * @param   object  element
     * @param   object  parent
     * @return  bool    inside
     */
    function isInsideHammer(parent, child) {
        // get related target for IE
        if(!child && window.event && window.event.toElement){
            child = window.event.toElement;
        }

        if(parent === child){
            return true;
        }

        // loop over parentNodes of child until we find hammer element
        if(child){
            var node = child.parentNode;
            while(node !== null){
                if(node === parent){
                    return true;
                };
                node = node.parentNode;
            }
        }
        return false;
    }


    /**
     * merge 2 objects into a new object
     * @param   object  obj1
     * @param   object  obj2
     * @return  object  merged object
     */
    function mergeObject(obj1, obj2) {
        var output = {};

        if(!obj2) {
            return obj1;
        }

        for (var prop in obj1) {
            if (prop in obj2) {
                output[prop] = obj2[prop];
            } else {
                output[prop] = obj1[prop];
            }
        }
        return output;
    }

    function isFunction( obj ){
        return Object.prototype.toString.call( obj ) == "[object Function]";
    }
}</script>
  <script>(function(window) {

var ORIGIN_ = location.protocol + '//' + location.host;

// check for local storage
var haveLocalStorage = (function() {
  var mod = 'mod';
  try {
    localStorage.setItem(mod, mod);
    localStorage.removeItem(mod);
    return true;
  } catch(e) {
    return false;
  }
}());

function SlideController() {
  this.popup = null;
  this.isPopup = window.opener;

  if (this.setupDone()) {
    window.addEventListener('message', this.onMessage_.bind(this), false);

    // Close popups if we reload the main window.
    window.addEventListener('beforeunload', function(e) {
      if (this.popup) {
        this.popup.close();
      }
    }.bind(this), false);
  }
}

SlideController.PRESENTER_MODE_PARAM = 'presentme';

SlideController.prototype.setupDone = function() {
  var params = location.search.substring(1).split('&').map(function(el) {
    return el.split('=');
  });

  var presentMe = null;
  for (var i = 0, param; param = params[i]; ++i) {
    if (param[0].toLowerCase() == SlideController.PRESENTER_MODE_PARAM) {
      presentMe = param[1] == 'true';
      break;
    }
  }

  if (presentMe !== null) {
    if (haveLocalStorage)
      localStorage.ENABLE_PRESENTOR_MODE = presentMe;
    // TODO: use window.history.pushState to update URL instead of the redirect.
    if (window.history.replaceState) {
      window.history.replaceState({}, '', location.pathname);
    } else {
      location.replace(location.pathname);
      return false;
    }
  }

  var enablePresenterMode = haveLocalStorage && localStorage.getItem('ENABLE_PRESENTOR_MODE');
  if (enablePresenterMode && JSON.parse(enablePresenterMode)) {
    // Only open popup from main deck. Don't want recursive popup opening!
    if (!this.isPopup) {
      var opts = 'menubar=no,location=yes,resizable=yes,scrollbars=no,status=no';
      this.popup = window.open(location.href, 'mywindow', opts);

      // Loading in the popup? Trigger the hotkey for turning presenter mode on.
      this.popup.addEventListener('load', function(e) {
        var evt = this.popup.document.createEvent('Event');
        evt.initEvent('keydown', true, true);
        evt.keyCode = 'P'.charCodeAt(0);
        this.popup.document.dispatchEvent(evt);
        // this.popup.document.body.classList.add('with-notes');
        // document.body.classList.add('popup');
      }.bind(this), false);
    }
  }

  return true;
}

SlideController.prototype.onMessage_ = function(e) {
  var data = e.data;

  // Restrict messages to being from this origin. Allow local developmet
  // from file:// though.
  // TODO: It would be dope if FF implemented location.origin!
  if (e.origin != ORIGIN_ && ORIGIN_.indexOf('file://') != 0) {
    // Ignore messages from unrecognized origins
    return;
  }

  // if (e.source.location.hostname != 'localhost') {
  //   alert('Someone tried to postMessage from an unknown origin');
  //   return;
  // }

  if ('keyCode' in data) {
    var evt = document.createEvent('Event');
    evt.initEvent('keydown', true, true);
    evt.keyCode = data.keyCode;
    document.dispatchEvent(evt);
  }
};

SlideController.prototype.sendMsg = function(msg) {
  // // Send message to popup window.
  // if (this.popup) {
  //   this.popup.postMessage(msg, ORIGIN_);
  // }

  // Send message to main window.
  if (this.isPopup) {
    // TODO: It would be dope if FF implemented location.origin.
    window.opener.postMessage(msg, '*');
  }
};

window.SlideController = SlideController;

})(window);

</script>
  <script>/**
 * @authors Luke Mahe
 * @authors Eric Bidelman
 * @fileoverview TODO
 */
document.cancelFullScreen = document.webkitCancelFullScreen ||
                            document.mozCancelFullScreen;

/**
 * @constructor
 */
function SlideDeck(el) {
  this.curSlide_ = 0;
  this.prevSlide_ = 0;
  this.config_ = null;
  this.container = el || document.querySelector('slides');
  this.slides = [];
  this.controller = null;

  this.getCurrentSlideFromHash_();

  // Call this explicitly. Modernizr.load won't be done until after DOM load.
  this.onDomLoaded_.bind(this)();
}

/**
 * @const
 * @private
 */
SlideDeck.prototype.SLIDE_CLASSES_ = [
  'far-past', 'past', 'current', 'next', 'far-next'];

/**
 * @const
 * @private
 */
SlideDeck.prototype.CSS_DIR_ = 'theme/css/';

/**
 * @private
 */
SlideDeck.prototype.getCurrentSlideFromHash_ = function() {
  var slideNo = parseInt(document.location.hash.substr(1));

  if (slideNo) {
    this.curSlide_ = slideNo - 1;
  } else {
    this.curSlide_ = 0;
  }
};

/**
 * @param {number} slideNo
 */
SlideDeck.prototype.loadSlide = function(slideNo) {
  if (slideNo) {
    this.curSlide_ = slideNo - 1;
    this.updateSlides_();
  }
};

/**
 * @private
 */
SlideDeck.prototype.onDomLoaded_ = function(e) {
  document.body.classList.add('loaded'); // Add loaded class for templates to use.

  this.slides = this.container.querySelectorAll('slide:not([hidden]):not(.hidden):not(.backdrop)');

  // If we're on a smartphone, apply special sauce.
  if (Modernizr.mq('only screen and (max-device-width: 480px)')) {
    // var style = document.createElement('link');
    // style.rel = 'stylesheet';
    // style.type = 'text/css';
    // style.href = this.CSS_DIR_ + 'phone.css';
    // document.querySelector('head').appendChild(style);

    // No need for widescreen layout on a phone.
    this.container.classList.remove('layout-widescreen');
  }

  this.loadConfig_(SLIDE_CONFIG);
  this.addEventListeners_();
  this.updateSlides_();

  // Add slide numbers and total slide count metadata to each slide.
  var that = this;
  for (var i = 0, slide; slide = this.slides[i]; ++i) {
    slide.dataset.slideNum = i + 1;
    slide.dataset.totalSlides = this.slides.length;

    slide.addEventListener('click', function(e) {
      if (document.body.classList.contains('overview')) {
        that.loadSlide(this.dataset.slideNum);
        e.preventDefault();
        window.setTimeout(function() {
          that.toggleOverview();
        }, 500);
      }
    }, false);
  }

  // Note: this needs to come after addEventListeners_(), which adds a
  // 'keydown' listener that this controller relies on.

  // Modernizr.touch isn't a sufficient check for devices that support both
  // touch and mouse. Create the controller in all cases.
  // // Also, no need to set this up if we're on mobile.
  // if (!Modernizr.touch) {
    this.controller = new SlideController(this);
    if (this.controller.isPopup) {
      document.body.classList.add('popup');
    }
  //}
};

/**
 * @private
 */
SlideDeck.prototype.addEventListeners_ = function() {
  document.addEventListener('keydown', this.onBodyKeyDown_.bind(this), true);
  window.addEventListener('popstate', this.onPopState_.bind(this), false);

  // var transEndEventNames = {
  //   'WebkitTransition': 'webkitTransitionEnd',
  //   'MozTransition': 'transitionend',
  //   'OTransition': 'oTransitionEnd',
  //   'msTransition': 'MSTransitionEnd',
  //   'transition': 'transitionend'
  // };
  //
  // // Find the correct transitionEnd vendor prefix.
  // window.transEndEventName = transEndEventNames[
  //     Modernizr.prefixed('transition')];
  //
  // // When slides are done transitioning, kickoff loading iframes.
  // // Note: we're only looking at a single transition (on the slide). This
  // // doesn't include autobuilds the slides may have. Also, if the slide
  // // transitions on multiple properties (e.g. not just 'all'), this doesn't
  // // handle that case.
  // this.container.addEventListener(transEndEventName, function(e) {
  //     this.enableSlideFrames_(this.curSlide_);
  // }.bind(this), false);

  // document.addEventListener('slideenter', function(e) {
  //   var slide = e.target;
  //   window.setTimeout(function() {
  //     this.enableSlideFrames_(e.slideNumber);
  //     this.enableSlideFrames_(e.slideNumber + 1);
  //   }.bind(this), 300);
  // }.bind(this), false);
};

/**
 * @private
 * @param {Event} e The pop event.
 */
SlideDeck.prototype.onPopState_ = function(e) {
  if (e.state != null) {
    this.curSlide_ = e.state;
    this.updateSlides_(true);
  }
};

/**
 * @param {Event} e
 */
SlideDeck.prototype.onBodyKeyDown_ = function(e) {

  // Don't handle keys if an input or text area is active. Do special handling
  // for selectize because it keeps focus within an offscreen textbox even
  // when just the select control is showing -- for selectize we refrain from
  // handling keys only when the text input is active or when the up or down
  // arrow key is pressed (which is used to open the list from the keyboard)
  var parentNode = e.target.parentNode || e.target; // handle no parent
  if (parentNode.classList && parentNode.classList.contains('selectize-input')) {
    if (parentNode.classList.contains('input-active') ||  // text input is active
       (e.keyCode == 38) || (e.keyCode == 40))            // up or down arrow
      return;
  } else if (/^(input|textarea)$/i.test(e.target.nodeName) ||
      e.target.isContentEditable) {
    return;
  }

  // Forward keydowns to the main slides if we're the popup.
  if (this.controller && this.controller.isPopup) {
    this.controller.sendMsg({keyCode: e.keyCode});
  }

  switch (e.keyCode) {
    case 13: // Enter
      if (document.body.classList.contains('overview')) {
        this.toggleOverview();
      }
      break;

    case 39: // right arrow
    case 32: // space
    case 34: // PgDn
      this.nextSlide();
      e.preventDefault();
      break;

    case 37: // left arrow
    case 8: // Backspace
    case 33: // PgUp
      this.prevSlide();
      e.preventDefault();
      break;

    case 40: // down arrow
      this.nextSlide();
      e.preventDefault();
      break;

    case 38: // up arrow
      this.prevSlide();
      e.preventDefault();
      break;

    case 72: // H: Toggle code highlighting
      document.body.classList.toggle('highlight-code');
      break;

    case 79: // O: Toggle overview
      this.toggleOverview();
      break;

    case 80: // P
      if (this.controller && this.controller.isPopup) {
        document.body.classList.toggle('with-notes');
      } else if (this.controller && !this.controller.popup) {
        document.body.classList.toggle('with-notes');
      }
      break;

    case 82: // R
      // TODO: implement refresh on main slides when popup is refreshed.
      break;

    case 27: // ESC: Hide notes and highlighting
      document.body.classList.remove('with-notes');
      document.body.classList.remove('highlight-code');

      if (document.body.classList.contains('overview')) {
        this.toggleOverview();
      }
      break;

    case 70: // F: Toggle fullscreen
       // Only respect 'f' on body. Don't want to capture keys from an <input>.
       // Also, ignore browser's fullscreen shortcut (cmd+shift+f) so we don't
       // get trapped in fullscreen!
      if (document.cancelFullScreen !== undefined && e.target == document.body && !(e.shiftKey && e.metaKey)) {
        if (document.mozFullScreen !== undefined && !document.mozFullScreen) {
          document.body.mozRequestFullScreen(Element.ALLOW_KEYBOARD_INPUT);
        } else if (document.webkitIsFullScreen !== undefined && !document.webkitIsFullScreen) {
          document.body.webkitRequestFullScreen(Element.ALLOW_KEYBOARD_INPUT);
        } else {
          document.cancelFullScreen();
        }
      }
      break;

    case 87: // W: Toggle widescreen
      // Only respect 'w' on body. Don't want to capture keys from an <input>.
      if (e.target == document.body && !(e.shiftKey && e.metaKey)) {
        this.container.classList.toggle('layout-widescreen');
      }
      break;
  }
};

/**
 *
 */
SlideDeck.prototype.focusOverview_ = function() {
  var overview = document.body.classList.contains('overview');

  for (var i = 0, slide; slide = this.slides[i]; i++) {
    slide.style[Modernizr.prefixed('transform')] = overview ?
        'translateZ(-2500px) translate(' + (( i - this.curSlide_ ) * 105) +
                                       '%, 0%)' : '';
  }
};

/**
 */
SlideDeck.prototype.toggleOverview = function() {
  document.body.classList.toggle('overview');

  this.focusOverview_();
};

/**
 * @private
 */
SlideDeck.prototype.loadConfig_ = function(config) {
  if (!config) {
    return;
  }

  this.config_ = config;

  var settings = this.config_.settings;

  this.loadTheme_(settings.theme || []);

  if (settings.favIcon) {
    this.addFavIcon_(settings.favIcon);
  }

  // Prettyprint. Default to on.
  if (!!!('usePrettify' in settings) || settings.usePrettify) {
    prettyPrint();
  }

  if (settings.analytics) {
    this.loadAnalytics_();
  }

  if (settings.fonts) {
    this.addFonts_(settings.fonts);
  }

  // Builds. Default to on.
  if (!!!('useBuilds' in settings) || settings.useBuilds) {
    this.makeBuildLists_();
  }

  if (settings.title) {
    document.title = settings.title.replace(/<br\/?>/, ' ');
    if (settings.eventInfo && settings.eventInfo.title) {
      document.title +=  ' - ' + settings.eventInfo.title;
    }
    document.querySelector('[data-config-title]').innerHTML = settings.title;
  }

  if (settings.subtitle) {
    document.querySelector('[data-config-subtitle]').innerHTML = settings.subtitle;
  }

  if (this.config_.presenters) {
    var presenters = this.config_.presenters;
    var dataConfigContact = document.querySelector('[data-config-contact]');

    var html = [];
    if (presenters.length == 1) {
      var p = presenters[0];

      var presenterTitle = [p.name];
      if (p.company) {
        presenterTitle.push(p.company);
      }
      html = presenterTitle.join(' - ') + '<br>';

      var gplus = p.gplus ? '<span>g+</span><a href="' + p.gplus +
          '">' + p.gplus.replace(/https?:\/\//, '') + '</a>' : '';

      var twitter = p.twitter ? '<span>twitter</span>' +
          '<a href="http://twitter.com/' + p.twitter + '">' +
          p.twitter + '</a>' : '';

      var www = p.www ? '<span>www</span><a href="' + p.www +
                        '">' + p.www.replace(/https?:\/\//, '') + '</a>' : '';

      var github = p.github ? '<span>github</span><a href="' + p.github +
          '">' + p.github.replace(/https?:\/\//, '') + '</a>' : '';

      var html2 = [gplus, twitter, www, github].join('<br>');

      if (dataConfigContact) {
        dataConfigContact.innerHTML = html2;
      }
    } else {
      for (var i = 0, p; p = presenters[i]; ++i) {
        html.push(p.name + ' - ' + p.company);
      }
      html = html.join('<br>');
      if (dataConfigContact) {
        dataConfigContact.innerHTML = html;
      }
    }

    var dataConfigPresenter = document.querySelector('[data-config-presenter]');
    if (dataConfigPresenter) {
      dataConfigPresenter.innerHTML = html;
      if (settings.eventInfo) {
        var date = settings.eventInfo.date;
        var dateInfo = date ? ' - <time>' + date + '</time>' : '';
        dataConfigPresenter.innerHTML += settings.eventInfo.title + dateInfo;
      }
    }
  }

  /* Left/Right tap areas. Default to including. */
  if (!!!('enableSlideAreas' in settings) || settings.enableSlideAreas) {
    var el = document.createElement('div');
    el.classList.add('slide-area');
    el.id = 'prev-slide-area';
    el.addEventListener('click', this.prevSlide.bind(this), false);
    this.container.appendChild(el);

    var el = document.createElement('div');
    el.classList.add('slide-area');
    el.id = 'next-slide-area';
    el.addEventListener('click', this.nextSlide.bind(this), false);
    this.container.appendChild(el);
  }

  if (Modernizr.touch && (!!!('enableTouch' in settings) ||
      settings.enableTouch)) {
    var self = this;

    // Note: this prevents mobile zoom in/out but prevents iOS from doing
    // it's crazy scroll over effect and disaligning the slides.
    window.addEventListener('touchstart', function(e) {
      e.preventDefault();
    }, false);

    var hammer = new Hammer(this.container);
    hammer.ondragend = function(e) {
      if (e.direction == 'right' || e.direction == 'down') {
        self.prevSlide();
      } else if (e.direction == 'left' || e.direction == 'up') {
        self.nextSlide();
      }
    };
  }
};

/**
 * @private
 * @param {Array.<string>} fonts
 */
SlideDeck.prototype.addFonts_ = function(fonts) {
  var el = document.createElement('link');
  el.rel = 'stylesheet';
  el.href = ('https:' == document.location.protocol ? 'https' : 'http') +
      '://fonts.googleapis.com/css?family=' + fonts.join('|') + '&v2';
  document.querySelector('head').appendChild(el);
};

/**
 * @private
 */
SlideDeck.prototype.buildNextItem_ = function() {
  var slide = this.slides[this.curSlide_];
  var toBuild = slide.querySelector('.to-build');
  var built = slide.querySelector('.build-current');

  if (built) {
    built.classList.remove('build-current');
    if (built.classList.contains('fade')) {
      built.classList.add('build-fade');
    }
  }

  if (!toBuild) {
    var items = slide.querySelectorAll('.build-fade');
    for (var j = 0, item; item = items[j]; j++) {
      item.classList.remove('build-fade');
    }
    return false;
  }

  toBuild.classList.remove('to-build');
  toBuild.classList.add('build-current');

  return true;
};

/**
 * @param {boolean=} opt_dontPush
 */
SlideDeck.prototype.prevSlide = function(opt_dontPush) {
  if (this.curSlide_ > 0) {
    var bodyClassList = document.body.classList;
    bodyClassList.remove('highlight-code');

    // Toggle off speaker notes if they're showing when we move backwards on the
    // main slides. If we're the speaker notes popup, leave them up.
    if (this.controller && !this.controller.isPopup) {
      bodyClassList.remove('with-notes');
    } else if (!this.controller) {
      bodyClassList.remove('with-notes');
    }

    this.prevSlide_ = this.curSlide_--;

    this.updateSlides_(opt_dontPush);
  }
};

/**
 * @param {boolean=} opt_dontPush
 */
SlideDeck.prototype.nextSlide = function(opt_dontPush) {
  if (!document.body.classList.contains('overview') && this.buildNextItem_()) {
    return;
  }

  if (this.curSlide_ < this.slides.length - 1) {
    var bodyClassList = document.body.classList;
    bodyClassList.remove('highlight-code');

    // Toggle off speaker notes if they're showing when we advanced on the main
    // slides. If we're the speaker notes popup, leave them up.
    if (this.controller && !this.controller.isPopup) {
      bodyClassList.remove('with-notes');
    } else if (!this.controller) {
      bodyClassList.remove('with-notes');
    }

    this.prevSlide_ = this.curSlide_++;

    this.updateSlides_(opt_dontPush);
  }
};

/* Slide events */

/**
 * Triggered when a slide enter/leave event should be dispatched.
 *
 * @param {string} type The type of event to trigger
 *     (e.g. 'slideenter', 'slideleave').
 * @param {number} slideNo The index of the slide that is being left.
 */
SlideDeck.prototype.triggerSlideEvent = function(type, slideNo) {
  var el = this.getSlideEl_(slideNo);
  if (!el) {
    return;
  }

  // Call onslideenter/onslideleave if the attribute is defined on this slide.
  var func = el.getAttribute(type);
  if (func) {
    new Function(func).call(el); // TODO: Don't use new Function() :(
  }

  // Dispatch event to listeners setup using addEventListener.
  var evt = document.createEvent('Event');
  evt.initEvent(type, true, true);
  evt.slideNumber = slideNo + 1; // Make it readable
  evt.slide = el;

  el.dispatchEvent(evt);
};

/**
 * @private
 */
SlideDeck.prototype.updateSlides_ = function(opt_dontPush) {
  var dontPush = opt_dontPush || false;

  var curSlide = this.curSlide_;
  for (var i = 0; i < this.slides.length; ++i) {
    switch (i) {
      case curSlide - 2:
        this.updateSlideClass_(i, 'far-past');
        break;
      case curSlide - 1:
        this.updateSlideClass_(i, 'past');
        break;
      case curSlide:
        this.updateSlideClass_(i, 'current');
        break;
      case curSlide + 1:
        this.updateSlideClass_(i, 'next');
        break;
      case curSlide + 2:
        this.updateSlideClass_(i, 'far-next');
        break;
      default:
        this.updateSlideClass_(i);
        break;
    }
  };

  this.triggerSlideEvent('slideleave', this.prevSlide_);
  this.triggerSlideEvent('slideenter', curSlide);

// window.setTimeout(this.disableSlideFrames_.bind(this, curSlide - 2), 301);
//
// this.enableSlideFrames_(curSlide - 1); // Previous slide.
// this.enableSlideFrames_(curSlide + 1); // Current slide.
// this.enableSlideFrames_(curSlide + 2); // Next slide.

   // Enable current slide's iframes (needed for page loat at current slide).
   this.enableSlideFrames_(curSlide + 1);

   // No way to tell when all slide transitions + auto builds are done.
   // Give ourselves a good buffer to preload the next slide's iframes.
   window.setTimeout(this.enableSlideFrames_.bind(this, curSlide + 2), 1000);

  this.updateHash_(dontPush);

  if (document.body.classList.contains('overview')) {
    this.focusOverview_();
    return;
  }

};

/**
 * @private
 * @param {number} slideNo
 */
SlideDeck.prototype.enableSlideFrames_ = function(slideNo) {
  var el = this.slides[slideNo - 1];
  if (!el) {
    return;
  }

  var frames = el.querySelectorAll('iframe');
  for (var i = 0, frame; frame = frames[i]; i++) {
    this.enableFrame_(frame);
  }
};

/**
 * @private
 * @param {number} slideNo
 */
SlideDeck.prototype.enableFrame_ = function(frame) {
  var src = frame.dataset.src;
  if (src && frame.src != src) {
    frame.src = src;
  }
};

/**
 * @private
 * @param {number} slideNo
 */
SlideDeck.prototype.disableSlideFrames_ = function(slideNo) {
  var el = this.slides[slideNo - 1];
  if (!el) {
    return;
  }

  var frames = el.querySelectorAll('iframe');
  for (var i = 0, frame; frame = frames[i]; i++) {
    this.disableFrame_(frame);
  }
};

/**
 * @private
 * @param {Node} frame
 */
SlideDeck.prototype.disableFrame_ = function(frame) {
  frame.src = 'about:blank';
};

/**
 * @private
 * @param {number} slideNo
 */
SlideDeck.prototype.getSlideEl_ = function(no) {
  if ((no < 0) || (no >= this.slides.length)) {
    return null;
  } else {
    return this.slides[no];
  }
};

/**
 * @private
 * @param {number} slideNo
 * @param {string} className
 */
SlideDeck.prototype.updateSlideClass_ = function(slideNo, className) {
  var el = this.getSlideEl_(slideNo);

  if (!el) {
    return;
  }

  if (className) {
    el.classList.add(className);
  }

  for (var i = 0, slideClass; slideClass = this.SLIDE_CLASSES_[i]; ++i) {
    if (className != slideClass) {
      el.classList.remove(slideClass);
    }
  }
};

/**
 * @private
 */
SlideDeck.prototype.makeBuildLists_ = function () {
  for (var i = this.curSlide_, slide; slide = this.slides[i]; ++i) {
    var items = slide.querySelectorAll('.build > *');
    for (var j = 0, item; item = items[j]; ++j) {
      if (item.classList) {
        item.classList.add('to-build');
        if (item.parentNode.classList.contains('fade')) {
          item.classList.add('fade');
        }
      }
    }
  }
};

/**
 * @private
 * @param {boolean} dontPush
 */
SlideDeck.prototype.updateHash_ = function(dontPush) {
  if (!dontPush) {
    var slideNo = this.curSlide_ + 1;
    // Add everything except the hash.
    var loc = location.protocol+'//'+location.host+location.pathname+(location.search?location.search:"");
    var hash = '#' + slideNo;
    if (window.history.pushState && (location.protocol !== "file:")) {
      window.history.pushState(this.curSlide_, 'Slide ' + slideNo, loc + hash);
    } else {
      window.location.replace(loc + hash);
    }

    // Record GA hit on this slide.
    if(typeof window.ga === 'function') {
      ga('set', 'page', hash)
      ga('send', 'pageview');
    }
  }
};


/**
 * @private
 * @param {string} favIcon
 */
SlideDeck.prototype.addFavIcon_ = function(favIcon) {
  var el = document.createElement('link');
  el.rel = 'icon';
  el.type = 'image/png';
  el.href = favIcon;
  document.querySelector('head').appendChild(el);
};

/**
 * @private
 * @param {string} theme
 */
SlideDeck.prototype.loadTheme_ = function(theme) {
  var styles = [];
  if (theme.constructor.name === 'String') {
    styles.push(theme);
  } else {
    styles = theme;
  }

  for (var i = 0, style; themeUrl = styles[i]; i++) {
    var style = document.createElement('link');
    style.rel = 'stylesheet';
    style.type = 'text/css';
    if (themeUrl.indexOf('http') == -1) {
      style.href = this.CSS_DIR_ + themeUrl + '.css';
    } else {
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            <p style="margin-top: 6px; margin-left: -2px;">2019-10-18</p>
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<slide class=""><hgroup><h2>Last session</h2></hgroup><article  id="last-session">

<ul class = 'build'>
<li>DNA sequencing technologies</li>
<li>Phred quality scores</li>
<li>FASTQ quality control</li>
<li>Sequencing as a random sampling</li>
</ul>

</article></slide><slide class=""><hgroup><h2>Outline</h2></hgroup><article  id="outline">

<ul class = 'build'>
<li>Sequencing reads as strings</li>
<li>Algorithms for finding string matches</li>
<li>Algorithmic efficiency</li>
<li>Tutorial: aligning sequencing data</li>
</ul>

</article></slide><slide class="segue dark nobackground level1"><hgroup class = 'auto-fadein'><h2>Exact string matching</h2></hgroup><article  id="exact-string-matching">

</article></slide><slide class=""><hgroup><h2>DNA sequences as strings</h2></hgroup><article  class="build" id="dna-sequences-as-strings">

<pre >@reference-seq-name1
ATCTATACTTTATCTTTATCTTTA
+
GFFFFBBBCBCCBBAAA:::;;;;
@reference-seq-name2
ATTTTATCGCGTAGCTAGCTGGCT
+
FFFEEBBBCBCCBBAAA:::;;;;</pre>

<ul class = 'build'>
<li>Bunch of sequences and quality scores</li>
<li>How do they relate to each other?</li>
</ul>

<div class="note">
<ul class = 'build'>
<li>We have the sequences themselves</li>
<li>As the title suggests, this general process is called &ldquo;sequence alignment&rdquo;</li>
<li>Broad approach is going to be to line them up (match characters)</li>
<li>To do this, we’re going to have to build up the idea of what it means for 2 strings of letters to be similar</li>
<li>First is the idea of a &ldquo;string&rdquo;, how we’re going to model the sequences</li>
</ul></div>

</article></slide><slide class=""><hgroup><h2>Strings</h2></hgroup><article  id="strings">

<ul class = 'build'>
<li>String: an ordered sequence of characters belonging to an alphabet</li>
<li>\(S_n = \left\{ s_1, …, s_n | s_i \in \Sigma \right\},\) where \(\Sigma\) is the alphabet</li>
<li>DNA: \(\Sigma = \{A, C, G, T\}\)</li>
<li>RNA: \(\Sigma = \{A, C, G, U\}\)</li>
<li>Protein: \(\Sigma = \{D, E, R, ..., M, W, C\}\)</li>
</ul>

</article></slide><slide class=""><hgroup><h2>String properties</h2></hgroup><article  id="string-properties">

<ul class = 'build'>
<li>Length of a string: \(|S_n| = n\)</li>
<li>\(S[i] = (i + 1)th\) character of S</li>
<li>Start counting \(i\) at 0</li>
</ul>

</article></slide><slide class=""><hgroup><h2>String comparisons</h2></hgroup><article  id="string-comparisons">

<ul class = 'build'>
<li>Substring: \(S\) is a substring of \(T\) if there exists strings \(u\), \(v\), where \(T = uSv\)</li>
<li>Prefix: \(S\) is a prefix of \(T\) if there exists string \(v\), where \(T = Sv\)</li>
<li>Suffix: \(S\) is a suffix of \(T\) if there exists string \(u\), where \(T = uS\)</li>
</ul>

<div class="note">
<ul class = 'build'>
<li>We’ve built up most of the machinery we need</li>
</ul></div>

</article></slide><slide class=""><hgroup><h2>Exact string matching</h2></hgroup><article  id="exact-string-matching-1">

<ul class = 'build'>
<li>Take two strings \(S, T\)</li>
<li>Assume \(|S| &lt; |T|\)</li>
<li>Find all positions (indices) in \(T\) where \(S\) matches exactly</li>
<li>Question: What’s an easy way to find all of these positions?</li>
</ul>

</article></slide><slide class=""><hgroup><h2>Exact string matching </h2><h3> Examples</h3></hgroup><article  id="exact-string-matching-examples">

<ul class = 'build'>
<li>\(S =\) &ldquo;ATCG&rdquo;, \(T =\) &ldquo;TATCGTGA&rdquo;</li>
<li>\(S =\) &ldquo;AAA&rdquo;, \(T =\) &ldquo;AAAAAAAAAAAAAAAA&rdquo;</li>
<li>\(S =\) &ldquo;ACGG&rdquo;, \(T =\) &ldquo;GTGTGTGTGTGTGTGTGTGT&rdquo;</li>
</ul>

</article></slide><slide class=""><hgroup><h2>Exact string matching </h2><h3> Naive algorithm</h3></hgroup><article  id="exact-string-matching-naive-algorithm">

<ol class = 'build'>
<li>Check first character of \(S\) against first character of \(T\)</li>
<li>If match, check second of each</li>
<li>Repeat #2 until no match or end of \(S\)</li>
<li>Remove first character of \(T\), and repeat #1-3 above</li>
<li>Stop when \(|T| &lt; |S|\)</li>
</ol>

</article></slide><slide class=""><hgroup><h2>Exact string matching </h2><h3> Naive algorithm</h3></hgroup><article  id="exact-string-matching-naive-algorithm-1">

<ul class = 'build'>
<li><p>\(S =\) &ldquo;ATCG&rdquo;, \(T =\) &ldquo;TATCGTGA&rdquo;</p></li>
<li><p>\(S =\) &ldquo;AAA&rdquo;, \(T =\) &ldquo;AAAAAAAAAAAAAAAA&rdquo;</p></li>
<li><p>\(S =\) &ldquo;ACGG&rdquo;, \(T =\) &ldquo;GTGTGTGTGTGTGTGTGTGT&rdquo;</p></li>
<li><p>See <code>naive-alignment.py</code>.</p></li>
</ul>

</article></slide><slide class=""><hgroup><h2>Exact string matching </h2><h3> Naive algorithm</h3></hgroup><article  id="exact-string-matching-naive-algorithm-2">

<ul class = 'build'>
<li><p>How efficient is this method?</p></li>
<li><p>How many comparisons will we make, in the worst case?</p></li>
<li><p>Computer science: &ldquo;big-O&rdquo; notation</p></li>
<li><p>\(|S|\) comparisons for each shift of \(S\)</p></li>
<li><p>\(|T| - |S| + 1\) shifts in total</p></li>
<li><p>\(O(|S|(|T| - |S| + 1)) = O(|S||T|)\)</p></li>
</ul>

</article></slide><slide class=""><hgroup><h2>Exact string matching </h2><h3> Boyer-Moore algorithm</h3></hgroup><article  id="exact-string-matching-boyer-moore-algorithm">

<ul class = 'build'>
<li>Can improvements be made?</li>
<li>Want to reduce total number of comparisons in our worst case scenarios</li>
</ul>

<ol class = 'build'>
<li><strong>Bad character</strong>: When mismatch found, shift \(S\) until the mismatch becomes a match</li>
<li><strong>Longer skip</strong>: Try alignments in one direction, compare characters in opposite direction</li>
<li><strong>Good suffix</strong>: Check characters that previously matched prior to shifting \(S\) still match after shift</li>
</ol>

<ul class = 'build'>
<li>See <code>boyer-moore.py</code>.</li>
</ul>

</article></slide><slide class=""><hgroup><h2>Exact string matching </h2><h3> Boyer-Moore algorithm</h3></hgroup><article  id="exact-string-matching-boyer-moore-algorithm-1">

<ul class = 'build'>
<li>Can show that Boyer-Moore is \(O(|T|)\)</li>
<li>Worst case, asymptotically linear with the length of \(T\)</li>
<li>Compare with naive: \(O(|T| |S|)\)</li>
</ul>

</article></slide><slide class=""><hgroup><h2>Summary so far</h2></hgroup><article  id="summary-so-far">

<ul class = 'build'>
<li>Two methods to align strings exactly</li>
<li>Key ideas:

<ul class = 'build'>
<li>Efficiency of algorithm is critical</li>
<li>Preprocess strings to skip alignments</li>
</ul></li>
<li>Questions?</li>
</ul>

</article></slide><slide class="segue dark nobackground level1"><hgroup class = 'auto-fadein'><h2>Break</h2></hgroup><article  id="break">

</article></slide><slide class=""><hgroup><h2>Non-exact string matching</h2></hgroup><article  id="non-exact-string-matching">

<ul class = 'build'>
<li>Previous methods only produced exact matches</li>
<li>DNA contains mutations, insertions, deletions</li>
<li>Need to do string matching with errors</li>
</ul>

</article></slide><slide class=""><hgroup><h2>Edit distance</h2></hgroup><article  id="edit-distance">

<ul class = 'build'>
<li>Consider \(S, T\) where \(|S| &lt; |T|\)</li>
<li>\(E(S, T) =\) min number of operations to transform \(S\) into \(T\)</li>
<li>3 operations on characters:

<ul class = 'build'>
<li>Substitution</li>
<li>Insertion</li>
<li>Deletion</li>
</ul></li>
</ul>

</article></slide><slide class=""><hgroup><h2>Edit distance </h2><h3> Examples</h3></hgroup><article  id="edit-distance-examples">

<ul class = 'build'>
<li>\(S =\) AATTC, \(T =\) AATTG</li>
<li>\(S =\) AATTC, \(T =\) AAGGTGT</li>
<li>\(S =\) ACCGT, \(T =\) TCCTAGT</li>
<li>Can show \(E(S, T) \sim O(|S| |T|)\)</li>
</ul>

<div class="note">
<ul class = 'build'>
<li>1</li>
<li>4</li>
<li>3</li>
</ul></div>

</article></slide><slide class=""><hgroup><h2>Non-exact alignment</h2></hgroup><article  id="non-exact-alignment">

<ul class = 'build'>
<li>Exact alignment: finding positions where edit distance = 0</li>
<li>Non-exact alignment: finding positions with smallest edit distance</li>
</ul>

<div class="note">
<ul class = 'build'>
<li>Reduced molecular biology problem to a calculation</li>
</ul></div>

</article></slide><slide class=""><hgroup><h2>Global vs local alignment</h2></hgroup><article  id="global-vs-local-alignment">

<ul class = 'build'>
<li>Global: match entirety of \(S\) to entirety of \(T\)

<ul class = 'build'>
<li>Needleman-Wunsch algorithm</li>
</ul></li>
<li>Local: match entirety of \(S\) to a part of \(T\)

<ul class = 'build'>
<li>Smith-Waterman algorithm</li>
</ul></li>
</ul>

</article></slide><slide class=""><hgroup><h2>Modern sequence alignment algorithms</h2></hgroup><article  id="modern-sequence-alignment-algorithms">

<ul class = 'build'>
<li>Preprocessing reference and input</li>
<li>Edit distance for local alignment</li>
<li>Different penalties for mismatches</li>
<li>Including sequence quality scores</li>
</ul>

</article></slide><slide class="segue dark nobackground level1"><hgroup class = 'auto-fadein'><h2>Performing sequence alignment</h2></hgroup><article  id="performing-sequence-alignment">

</article></slide><slide class=""><hgroup><h2>Tools</h2></hgroup><article  id="tools">

<ul class = 'build'>
<li>Anaconda (<a href='https://docs.conda.io/en/latest/miniconda.html' title=''>https://docs.conda.io/en/latest/miniconda.html</a>)</li>
<li>Bowtie2 (<a href='https://github.com/BenLangmead/bowtie2' title=''>https://github.com/BenLangmead/bowtie2</a>)</li>
</ul>

</article></slide><slide class=""><hgroup><h2>Data</h2></hgroup><article  id="data">

<ul class = 'build'>
<li><a href='https://utoronto-my.sharepoint.com/:f:/g/personal/james_hawley_mail_utoronto_ca/Ep0Dx9zDRUFDjD_ZkEV_kxQB5m3g61VOOf7Hkl1-q7mfZw?e=1aEFmm' title=''>https://bit.ly/2BkwQF0</a></li>
<li>Reference (FASTA)</li>
<li>Bowtie2 index (<code>.bt2</code>)</li>
<li>DNA sequences (FASTQ)</li>
</ul>

</article></slide><slide class=""><hgroup><h2>Alignment process</h2></hgroup><article  id="alignment-process">

<ol class = 'build'>
<li>DNA sequencing file (FASTQ)</li>
<li>Perform sequence alignment (Bowtie2)</li>
<li>Look at file of alignments (SAM/BAM file)</li>
</ol>

</article></slide><slide class="segue dark nobackground level1"><hgroup class = 'auto-fadein'><h2>Summary</h2></hgroup><article  id="summary">

</article></slide><slide class=""><hgroup><h2>Summary</h2></hgroup><article  id="summary-1">

<ul class = 'build'>
<li>DNA sequences as strings of characters</li>
<li>Naive and Boyer-Moore Algorithms</li>
<li>Edit distance</li>
<li>Aligned a FASTQ to a reference genome</li>
</ul></article></slide>


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