01_SIR_Model.html

<!DOCTYPE html>
<html>
<head><meta charset="utf-8" />


<title>01_SIR_Model</title>

<style type="text/css">
    /*!
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* Twitter Bootstrap
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 * Bootstrap v3.3.7 (http://getbootstrap.com)
 * Copyright 2011-2016 Twitter, Inc.
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/*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */
html {
  font-family: sans-serif;
  -ms-text-size-adjust: 100%;
  -webkit-text-size-adjust: 100%;
}
body {
  margin: 0;
}
article,
aside,
details,
figcaption,
figure,
footer,
header,
hgroup,
main,
menu,
nav,
section,
summary {
  display: block;
}
audio,
canvas,
progress,
video {
  display: inline-block;
  vertical-align: baseline;
}
audio:not([controls]) {
  display: none;
  height: 0;
}
[hidden],
template {
  display: none;
}
a {
  background-color: transparent;
}
a:active,
a:hover {
  outline: 0;
}
abbr[title] {
  border-bottom: 1px dotted;
}
b,
strong {
  font-weight: bold;
}
dfn {
  font-style: italic;
}
h1 {
  font-size: 2em;
  margin: 0.67em 0;
}
mark {
  background: #ff0;
  color: #000;
}
small {
  font-size: 80%;
}
sub,
sup {
  font-size: 75%;
  line-height: 0;
  position: relative;
  vertical-align: baseline;
}
sup {
  top: -0.5em;
}
sub {
  bottom: -0.25em;
}
img {
  border: 0;
}
svg:not(:root) {
  overflow: hidden;
}
figure {
  margin: 1em 40px;
}
hr {
  box-sizing: content-box;
  height: 0;
}
pre {
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}
code,
kbd,
pre,
samp {
  font-family: monospace, monospace;
  font-size: 1em;
}
button,
input,
optgroup,
select,
textarea {
  color: inherit;
  font: inherit;
  margin: 0;
}
button {
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}
button,
select {
  text-transform: none;
}
button,
html input[type="button"],
input[type="reset"],
input[type="submit"] {
  -webkit-appearance: button;
  cursor: pointer;
}
button[disabled],
html input[disabled] {
  cursor: default;
}
button::-moz-focus-inner,
input::-moz-focus-inner {
  border: 0;
  padding: 0;
}
input {
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}
input[type="checkbox"],
input[type="radio"] {
  box-sizing: border-box;
  padding: 0;
}
input[type="number"]::-webkit-inner-spin-button,
input[type="number"]::-webkit-outer-spin-button {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: textfield;
  box-sizing: content-box;
}
input[type="search"]::-webkit-search-cancel-button,
input[type="search"]::-webkit-search-decoration {
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}
fieldset {
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  margin: 0 2px;
  padding: 0.35em 0.625em 0.75em;
}
legend {
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}
textarea {
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}
optgroup {
  font-weight: bold;
}
table {
  border-collapse: collapse;
  border-spacing: 0;
}
td,
th {
  padding: 0;
}
/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */
@media print {
  *,
  *:before,
  *:after {
    background: transparent !important;
    box-shadow: none !important;
    text-shadow: none !important;
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  a,
  a:visited {
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  a[href]:after {
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  abbr[title]:after {
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  a[href^="#"]:after,
  a[href^="javascript:"]:after {
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  pre,
  blockquote {
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    page-break-inside: avoid;
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  thead {
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  tr,
  img {
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  img {
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  p,
  h2,
  h3 {
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  .navbar {
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  .dropup > .btn > .caret {
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  .label {
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  .table {
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  .table td,
  .table th {
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@font-face {
  font-family: 'Glyphicons Halflings';
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot');
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot?#iefix') format('embedded-opentype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff2') format('woff2'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff') format('woff'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.ttf') format('truetype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.svg#glyphicons_halflingsregular') format('svg');
}
.glyphicon {
  position: relative;
  top: 1px;
  display: inline-block;
  font-family: 'Glyphicons Halflings';
  font-style: normal;
  font-weight: normal;
  line-height: 1;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
.glyphicon-asterisk:before {
  content: "\002a";
}
.glyphicon-plus:before {
  content: "\002b";
}
.glyphicon-euro:before,
.glyphicon-eur:before {
  content: "\20ac";
}
.glyphicon-minus:before {
  content: "\2212";
}
.glyphicon-cloud:before {
  content: "\2601";
}
.glyphicon-envelope:before {
  content: "\2709";
}
.glyphicon-pencil:before {
  content: "\270f";
}
.glyphicon-glass:before {
  content: "\e001";
}
.glyphicon-music:before {
  content: "\e002";
}
.glyphicon-search:before {
  content: "\e003";
}
.glyphicon-heart:before {
  content: "\e005";
}
.glyphicon-star:before {
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}
.glyphicon-star-empty:before {
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}
.glyphicon-user:before {
  content: "\e008";
}
.glyphicon-film:before {
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}
.glyphicon-th-large:before {
  content: "\e010";
}
.glyphicon-th:before {
  content: "\e011";
}
.glyphicon-th-list:before {
  content: "\e012";
}
.glyphicon-ok:before {
  content: "\e013";
}
.glyphicon-remove:before {
  content: "\e014";
}
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  content: "\e015";
}
.glyphicon-zoom-out:before {
  content: "\e016";
}
.glyphicon-off:before {
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}
.glyphicon-signal:before {
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}
.glyphicon-cog:before {
  content: "\e019";
}
.glyphicon-trash:before {
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}
.glyphicon-home:before {
  content: "\e021";
}
.glyphicon-file:before {
  content: "\e022";
}
.glyphicon-time:before {
  content: "\e023";
}
.glyphicon-road:before {
  content: "\e024";
}
.glyphicon-download-alt:before {
  content: "\e025";
}
.glyphicon-download:before {
  content: "\e026";
}
.glyphicon-upload:before {
  content: "\e027";
}
.glyphicon-inbox:before {
  content: "\e028";
}
.glyphicon-play-circle:before {
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}
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}
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}
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}
.glyphicon-lock:before {
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}
.glyphicon-flag:before {
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}
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}
.glyphicon-volume-off:before {
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}
.glyphicon-volume-down:before {
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}
.glyphicon-volume-up:before {
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}
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}
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}
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}
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.glyphicon-edit:before {
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}
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}
.glyphicon-play:before {
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}
.glyphicon-pause:before {
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}
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}
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.glyphicon-chevron-left:before {
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}
.glyphicon-chevron-right:before {
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}
.glyphicon-plus-sign:before {
  content: "\e081";
}
.glyphicon-minus-sign:before {
  content: "\e082";
}
.glyphicon-remove-sign:before {
  content: "\e083";
}
.glyphicon-ok-sign:before {
  content: "\e084";
}
.glyphicon-question-sign:before {
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}
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}
.glyphicon-plane:before {
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}
.glyphicon-calendar:before {
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}
.glyphicon-random:before {
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}
.glyphicon-comment:before {
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}
.glyphicon-magnet:before {
  content: "\e112";
}
.glyphicon-chevron-up:before {
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}
.glyphicon-chevron-down:before {
  content: "\e114";
}
.glyphicon-retweet:before {
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}
.glyphicon-shopping-cart:before {
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}
.glyphicon-folder-close:before {
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}
.glyphicon-folder-open:before {
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.glyphicon-bullhorn:before {
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}
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}
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}
.glyphicon-hand-up:before {
  content: "\e129";
}
.glyphicon-hand-down:before {
  content: "\e130";
}
.glyphicon-circle-arrow-right:before {
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}
.glyphicon-circle-arrow-left:before {
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}
.glyphicon-circle-arrow-up:before {
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}
.glyphicon-circle-arrow-down:before {
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}
.glyphicon-globe:before {
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}
.glyphicon-wrench:before {
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}
.glyphicon-tasks:before {
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}
.glyphicon-filter:before {
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}
.glyphicon-briefcase:before {
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.glyphicon-fullscreen:before {
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}
.glyphicon-dashboard:before {
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}
.glyphicon-paperclip:before {
  content: "\e142";
}
.glyphicon-heart-empty:before {
  content: "\e143";
}
.glyphicon-link:before {
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}
.glyphicon-phone:before {
  content: "\e145";
}
.glyphicon-pushpin:before {
  content: "\e146";
}
.glyphicon-usd:before {
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}
.glyphicon-gbp:before {
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}
.glyphicon-sort:before {
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.glyphicon-sort-by-alphabet:before {
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.glyphicon-sort-by-alphabet-alt:before {
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.glyphicon-sort-by-order-alt:before {
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.glyphicon-sort-by-attributes:before {
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.glyphicon-sort-by-attributes-alt:before {
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.glyphicon-unchecked:before {
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.glyphicon-send:before {
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.glyphicon-floppy-disk:before {
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.glyphicon-floppy-saved:before {
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.glyphicon-floppy-remove:before {
  content: "\e174";
}
.glyphicon-floppy-save:before {
  content: "\e175";
}
.glyphicon-floppy-open:before {
  content: "\e176";
}
.glyphicon-credit-card:before {
  content: "\e177";
}
.glyphicon-transfer:before {
  content: "\e178";
}
.glyphicon-cutlery:before {
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}
.glyphicon-header:before {
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}
.glyphicon-compressed:before {
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}
.glyphicon-earphone:before {
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}
.glyphicon-phone-alt:before {
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.glyphicon-tower:before {
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}
.glyphicon-stats:before {
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.glyphicon-sd-video:before {
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.glyphicon-hd-video:before {
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.glyphicon-subtitles:before {
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.glyphicon-pawn:before {
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.glyphicon-bishop:before {
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.glyphicon-knight:before {
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.glyphicon-baby-formula:before {
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}
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}
.glyphicon-bed:before {
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.glyphicon-apple:before {
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}
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  content: "\e221";
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.glyphicon-hourglass:before {
  content: "\231b";
}
.glyphicon-lamp:before {
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}
.glyphicon-duplicate:before {
  content: "\e224";
}
.glyphicon-piggy-bank:before {
  content: "\e225";
}
.glyphicon-scissors:before {
  content: "\e226";
}
.glyphicon-bitcoin:before {
  content: "\e227";
}
.glyphicon-btc:before {
  content: "\e227";
}
.glyphicon-xbt:before {
  content: "\e227";
}
.glyphicon-yen:before {
  content: "\00a5";
}
.glyphicon-jpy:before {
  content: "\00a5";
}
.glyphicon-ruble:before {
  content: "\20bd";
}
.glyphicon-rub:before {
  content: "\20bd";
}
.glyphicon-scale:before {
  content: "\e230";
}
.glyphicon-ice-lolly:before {
  content: "\e231";
}
.glyphicon-ice-lolly-tasted:before {
  content: "\e232";
}
.glyphicon-education:before {
  content: "\e233";
}
.glyphicon-option-horizontal:before {
  content: "\e234";
}
.glyphicon-option-vertical:before {
  content: "\e235";
}
.glyphicon-menu-hamburger:before {
  content: "\e236";
}
.glyphicon-modal-window:before {
  content: "\e237";
}
.glyphicon-oil:before {
  content: "\e238";
}
.glyphicon-grain:before {
  content: "\e239";
}
.glyphicon-sunglasses:before {
  content: "\e240";
}
.glyphicon-text-size:before {
  content: "\e241";
}
.glyphicon-text-color:before {
  content: "\e242";
}
.glyphicon-text-background:before {
  content: "\e243";
}
.glyphicon-object-align-top:before {
  content: "\e244";
}
.glyphicon-object-align-bottom:before {
  content: "\e245";
}
.glyphicon-object-align-horizontal:before {
  content: "\e246";
}
.glyphicon-object-align-left:before {
  content: "\e247";
}
.glyphicon-object-align-vertical:before {
  content: "\e248";
}
.glyphicon-object-align-right:before {
  content: "\e249";
}
.glyphicon-triangle-right:before {
  content: "\e250";
}
.glyphicon-triangle-left:before {
  content: "\e251";
}
.glyphicon-triangle-bottom:before {
  content: "\e252";
}
.glyphicon-triangle-top:before {
  content: "\e253";
}
.glyphicon-console:before {
  content: "\e254";
}
.glyphicon-superscript:before {
  content: "\e255";
}
.glyphicon-subscript:before {
  content: "\e256";
}
.glyphicon-menu-left:before {
  content: "\e257";
}
.glyphicon-menu-right:before {
  content: "\e258";
}
.glyphicon-menu-down:before {
  content: "\e259";
}
.glyphicon-menu-up:before {
  content: "\e260";
}
* {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
*:before,
*:after {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
html {
  font-size: 10px;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-size: 13px;
  line-height: 1.42857143;
  color: #000;
  background-color: #fff;
}
input,
button,
select,
textarea {
  font-family: inherit;
  font-size: inherit;
  line-height: inherit;
}
a {
  color: #337ab7;
  text-decoration: none;
}
a:hover,
a:focus {
  color: #23527c;
  text-decoration: underline;
}
a:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
figure {
  margin: 0;
}
img {
  vertical-align: middle;
}
.img-responsive,
.thumbnail > img,
.thumbnail a > img,
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  display: block;
  max-width: 100%;
  height: auto;
}
.img-rounded {
  border-radius: 3px;
}
.img-thumbnail {
  padding: 4px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: all 0.2s ease-in-out;
  -o-transition: all 0.2s ease-in-out;
  transition: all 0.2s ease-in-out;
  display: inline-block;
  max-width: 100%;
  height: auto;
}
.img-circle {
  border-radius: 50%;
}
hr {
  margin-top: 18px;
  margin-bottom: 18px;
  border: 0;
  border-top: 1px solid #eeeeee;
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  margin: -1px;
  padding: 0;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
[role="button"] {
  cursor: pointer;
}
h1,
h2,
h3,
h4,
h5,
h6,
.h1,
.h2,
.h3,
.h4,
.h5,
.h6 {
  font-family: inherit;
  font-weight: 500;
  line-height: 1.1;
  color: inherit;
}
h1 small,
h2 small,
h3 small,
h4 small,
h5 small,
h6 small,
.h1 small,
.h2 small,
.h3 small,
.h4 small,
.h5 small,
.h6 small,
h1 .small,
h2 .small,
h3 .small,
h4 .small,
h5 .small,
h6 .small,
.h1 .small,
.h2 .small,
.h3 .small,
.h4 .small,
.h5 .small,
.h6 .small {
  font-weight: normal;
  line-height: 1;
  color: #777777;
}
h1,
.h1,
h2,
.h2,
h3,
.h3 {
  margin-top: 18px;
  margin-bottom: 9px;
}
h1 small,
.h1 small,
h2 small,
.h2 small,
h3 small,
.h3 small,
h1 .small,
.h1 .small,
h2 .small,
.h2 .small,
h3 .small,
.h3 .small {
  font-size: 65%;
}
h4,
.h4,
h5,
.h5,
h6,
.h6 {
  margin-top: 9px;
  margin-bottom: 9px;
}
h4 small,
.h4 small,
h5 small,
.h5 small,
h6 small,
.h6 small,
h4 .small,
.h4 .small,
h5 .small,
.h5 .small,
h6 .small,
.h6 .small {
  font-size: 75%;
}
h1,
.h1 {
  font-size: 33px;
}
h2,
.h2 {
  font-size: 27px;
}
h3,
.h3 {
  font-size: 23px;
}
h4,
.h4 {
  font-size: 17px;
}
h5,
.h5 {
  font-size: 13px;
}
h6,
.h6 {
  font-size: 12px;
}
p {
  margin: 0 0 9px;
}
.lead {
  margin-bottom: 18px;
  font-size: 14px;
  font-weight: 300;
  line-height: 1.4;
}
@media (min-width: 768px) {
  .lead {
    font-size: 19.5px;
  }
}
small,
.small {
  font-size: 92%;
}
mark,
.mark {
  background-color: #fcf8e3;
  padding: .2em;
}
.text-left {
  text-align: left;
}
.text-right {
  text-align: right;
}
.text-center {
  text-align: center;
}
.text-justify {
  text-align: justify;
}
.text-nowrap {
  white-space: nowrap;
}
.text-lowercase {
  text-transform: lowercase;
}
.text-uppercase {
  text-transform: uppercase;
}
.text-capitalize {
  text-transform: capitalize;
}
.text-muted {
  color: #777777;
}
.text-primary {
  color: #337ab7;
}
a.text-primary:hover,
a.text-primary:focus {
  color: #286090;
}
.text-success {
  color: #3c763d;
}
a.text-success:hover,
a.text-success:focus {
  color: #2b542c;
}
.text-info {
  color: #31708f;
}
a.text-info:hover,
a.text-info:focus {
  color: #245269;
}
.text-warning {
  color: #8a6d3b;
}
a.text-warning:hover,
a.text-warning:focus {
  color: #66512c;
}
.text-danger {
  color: #a94442;
}
a.text-danger:hover,
a.text-danger:focus {
  color: #843534;
}
.bg-primary {
  color: #fff;
  background-color: #337ab7;
}
a.bg-primary:hover,
a.bg-primary:focus {
  background-color: #286090;
}
.bg-success {
  background-color: #dff0d8;
}
a.bg-success:hover,
a.bg-success:focus {
  background-color: #c1e2b3;
}
.bg-info {
  background-color: #d9edf7;
}
a.bg-info:hover,
a.bg-info:focus {
  background-color: #afd9ee;
}
.bg-warning {
  background-color: #fcf8e3;
}
a.bg-warning:hover,
a.bg-warning:focus {
  background-color: #f7ecb5;
}
.bg-danger {
  background-color: #f2dede;
}
a.bg-danger:hover,
a.bg-danger:focus {
  background-color: #e4b9b9;
}
.page-header {
  padding-bottom: 8px;
  margin: 36px 0 18px;
  border-bottom: 1px solid #eeeeee;
}
ul,
ol {
  margin-top: 0;
  margin-bottom: 9px;
}
ul ul,
ol ul,
ul ol,
ol ol {
  margin-bottom: 0;
}
.list-unstyled {
  padding-left: 0;
  list-style: none;
}
.list-inline {
  padding-left: 0;
  list-style: none;
  margin-left: -5px;
}
.list-inline > li {
  display: inline-block;
  padding-left: 5px;
  padding-right: 5px;
}
dl {
  margin-top: 0;
  margin-bottom: 18px;
}
dt,
dd {
  line-height: 1.42857143;
}
dt {
  font-weight: bold;
}
dd {
  margin-left: 0;
}
@media (min-width: 541px) {
  .dl-horizontal dt {
    float: left;
    width: 160px;
    clear: left;
    text-align: right;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
  }
  .dl-horizontal dd {
    margin-left: 180px;
  }
}
abbr[title],
abbr[data-original-title] {
  cursor: help;
  border-bottom: 1px dotted #777777;
}
.initialism {
  font-size: 90%;
  text-transform: uppercase;
}
blockquote {
  padding: 9px 18px;
  margin: 0 0 18px;
  font-size: inherit;
  border-left: 5px solid #eeeeee;
}
blockquote p:last-child,
blockquote ul:last-child,
blockquote ol:last-child {
  margin-bottom: 0;
}
blockquote footer,
blockquote small,
blockquote .small {
  display: block;
  font-size: 80%;
  line-height: 1.42857143;
  color: #777777;
}
blockquote footer:before,
blockquote small:before,
blockquote .small:before {
  content: '\2014 \00A0';
}
.blockquote-reverse,
blockquote.pull-right {
  padding-right: 15px;
  padding-left: 0;
  border-right: 5px solid #eeeeee;
  border-left: 0;
  text-align: right;
}
.blockquote-reverse footer:before,
blockquote.pull-right footer:before,
.blockquote-reverse small:before,
blockquote.pull-right small:before,
.blockquote-reverse .small:before,
blockquote.pull-right .small:before {
  content: '';
}
.blockquote-reverse footer:after,
blockquote.pull-right footer:after,
.blockquote-reverse small:after,
blockquote.pull-right small:after,
.blockquote-reverse .small:after,
blockquote.pull-right .small:after {
  content: '\00A0 \2014';
}
address {
  margin-bottom: 18px;
  font-style: normal;
  line-height: 1.42857143;
}
code,
kbd,
pre,
samp {
  font-family: monospace;
}
code {
  padding: 2px 4px;
  font-size: 90%;
  color: #c7254e;
  background-color: #f9f2f4;
  border-radius: 2px;
}
kbd {
  padding: 2px 4px;
  font-size: 90%;
  color: #888;
  background-color: transparent;
  border-radius: 1px;
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
}
kbd kbd {
  padding: 0;
  font-size: 100%;
  font-weight: bold;
  box-shadow: none;
}
pre {
  display: block;
  padding: 8.5px;
  margin: 0 0 9px;
  font-size: 12px;
  line-height: 1.42857143;
  word-break: break-all;
  word-wrap: break-word;
  color: #333333;
  background-color: #f5f5f5;
  border: 1px solid #ccc;
  border-radius: 2px;
}
pre code {
  padding: 0;
  font-size: inherit;
  color: inherit;
  white-space: pre-wrap;
  background-color: transparent;
  border-radius: 0;
}
.pre-scrollable {
  max-height: 340px;
  overflow-y: scroll;
}
.container {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
@media (min-width: 768px) {
  .container {
    width: 768px;
  }
}
@media (min-width: 992px) {
  .container {
    width: 940px;
  }
}
@media (min-width: 1200px) {
  .container {
    width: 1140px;
  }
}
.container-fluid {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
.row {
  margin-left: 0px;
  margin-right: 0px;
}
.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
  position: relative;
  min-height: 1px;
  padding-left: 0px;
  padding-right: 0px;
}
.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
  float: left;
}
.col-xs-12 {
  width: 100%;
}
.col-xs-11 {
  width: 91.66666667%;
}
.col-xs-10 {
  width: 83.33333333%;
}
.col-xs-9 {
  width: 75%;
}
.col-xs-8 {
  width: 66.66666667%;
}
.col-xs-7 {
  width: 58.33333333%;
}
.col-xs-6 {
  width: 50%;
}
.col-xs-5 {
  width: 41.66666667%;
}
.col-xs-4 {
  width: 33.33333333%;
}
.col-xs-3 {
  width: 25%;
}
.col-xs-2 {
  width: 16.66666667%;
}
.col-xs-1 {
  width: 8.33333333%;
}
.col-xs-pull-12 {
  right: 100%;
}
.col-xs-pull-11 {
  right: 91.66666667%;
}
.col-xs-pull-10 {
  right: 83.33333333%;
}
.col-xs-pull-9 {
  right: 75%;
}
.col-xs-pull-8 {
  right: 66.66666667%;
}
.col-xs-pull-7 {
  right: 58.33333333%;
}
.col-xs-pull-6 {
  right: 50%;
}
.col-xs-pull-5 {
  right: 41.66666667%;
}
.col-xs-pull-4 {
  right: 33.33333333%;
}
.col-xs-pull-3 {
  right: 25%;
}
.col-xs-pull-2 {
  right: 16.66666667%;
}
.col-xs-pull-1 {
  right: 8.33333333%;
}
.col-xs-pull-0 {
  right: auto;
}
.col-xs-push-12 {
  left: 100%;
}
.col-xs-push-11 {
  left: 91.66666667%;
}
.col-xs-push-10 {
  left: 83.33333333%;
}
.col-xs-push-9 {
  left: 75%;
}
.col-xs-push-8 {
  left: 66.66666667%;
}
.col-xs-push-7 {
  left: 58.33333333%;
}
.col-xs-push-6 {
  left: 50%;
}
.col-xs-push-5 {
  left: 41.66666667%;
}
.col-xs-push-4 {
  left: 33.33333333%;
}
.col-xs-push-3 {
  left: 25%;
}
.col-xs-push-2 {
  left: 16.66666667%;
}
.col-xs-push-1 {
  left: 8.33333333%;
}
.col-xs-push-0 {
  left: auto;
}
.col-xs-offset-12 {
  margin-left: 100%;
}
.col-xs-offset-11 {
  margin-left: 91.66666667%;
}
.col-xs-offset-10 {
  margin-left: 83.33333333%;
}
.col-xs-offset-9 {
  margin-left: 75%;
}
.col-xs-offset-8 {
  margin-left: 66.66666667%;
}
.col-xs-offset-7 {
  margin-left: 58.33333333%;
}
.col-xs-offset-6 {
  margin-left: 50%;
}
.col-xs-offset-5 {
  margin-left: 41.66666667%;
}
.col-xs-offset-4 {
  margin-left: 33.33333333%;
}
.col-xs-offset-3 {
  margin-left: 25%;
}
.col-xs-offset-2 {
  margin-left: 16.66666667%;
}
.col-xs-offset-1 {
  margin-left: 8.33333333%;
}
.col-xs-offset-0 {
  margin-left: 0%;
}
@media (min-width: 768px) {
  .col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
    float: left;
  }
  .col-sm-12 {
    width: 100%;
  }
  .col-sm-11 {
    width: 91.66666667%;
  }
  .col-sm-10 {
    width: 83.33333333%;
  }
  .col-sm-9 {
    width: 75%;
  }
  .col-sm-8 {
    width: 66.66666667%;
  }
  .col-sm-7 {
    width: 58.33333333%;
  }
  .col-sm-6 {
    width: 50%;
  }
  .col-sm-5 {
    width: 41.66666667%;
  }
  .col-sm-4 {
    width: 33.33333333%;
  }
  .col-sm-3 {
    width: 25%;
  }
  .col-sm-2 {
    width: 16.66666667%;
  }
  .col-sm-1 {
    width: 8.33333333%;
  }
  .col-sm-pull-12 {
    right: 100%;
  }
  .col-sm-pull-11 {
    right: 91.66666667%;
  }
  .col-sm-pull-10 {
    right: 83.33333333%;
  }
  .col-sm-pull-9 {
    right: 75%;
  }
  .col-sm-pull-8 {
    right: 66.66666667%;
  }
  .col-sm-pull-7 {
    right: 58.33333333%;
  }
  .col-sm-pull-6 {
    right: 50%;
  }
  .col-sm-pull-5 {
    right: 41.66666667%;
  }
  .col-sm-pull-4 {
    right: 33.33333333%;
  }
  .col-sm-pull-3 {
    right: 25%;
  }
  .col-sm-pull-2 {
    right: 16.66666667%;
  }
  .col-sm-pull-1 {
    right: 8.33333333%;
  }
  .col-sm-pull-0 {
    right: auto;
  }
  .col-sm-push-12 {
    left: 100%;
  }
  .col-sm-push-11 {
    left: 91.66666667%;
  }
  .col-sm-push-10 {
    left: 83.33333333%;
  }
  .col-sm-push-9 {
    left: 75%;
  }
  .col-sm-push-8 {
    left: 66.66666667%;
  }
  .col-sm-push-7 {
    left: 58.33333333%;
  }
  .col-sm-push-6 {
    left: 50%;
  }
  .col-sm-push-5 {
    left: 41.66666667%;
  }
  .col-sm-push-4 {
    left: 33.33333333%;
  }
  .col-sm-push-3 {
    left: 25%;
  }
  .col-sm-push-2 {
    left: 16.66666667%;
  }
  .col-sm-push-1 {
    left: 8.33333333%;
  }
  .col-sm-push-0 {
    left: auto;
  }
  .col-sm-offset-12 {
    margin-left: 100%;
  }
  .col-sm-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-sm-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-sm-offset-9 {
    margin-left: 75%;
  }
  .col-sm-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-sm-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-sm-offset-6 {
    margin-left: 50%;
  }
  .col-sm-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-sm-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-sm-offset-3 {
    margin-left: 25%;
  }
  .col-sm-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-sm-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-sm-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 992px) {
  .col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
    float: left;
  }
  .col-md-12 {
    width: 100%;
  }
  .col-md-11 {
    width: 91.66666667%;
  }
  .col-md-10 {
    width: 83.33333333%;
  }
  .col-md-9 {
    width: 75%;
  }
  .col-md-8 {
    width: 66.66666667%;
  }
  .col-md-7 {
    width: 58.33333333%;
  }
  .col-md-6 {
    width: 50%;
  }
  .col-md-5 {
    width: 41.66666667%;
  }
  .col-md-4 {
    width: 33.33333333%;
  }
  .col-md-3 {
    width: 25%;
  }
  .col-md-2 {
    width: 16.66666667%;
  }
  .col-md-1 {
    width: 8.33333333%;
  }
  .col-md-pull-12 {
    right: 100%;
  }
  .col-md-pull-11 {
    right: 91.66666667%;
  }
  .col-md-pull-10 {
    right: 83.33333333%;
  }
  .col-md-pull-9 {
    right: 75%;
  }
  .col-md-pull-8 {
    right: 66.66666667%;
  }
  .col-md-pull-7 {
    right: 58.33333333%;
  }
  .col-md-pull-6 {
    right: 50%;
  }
  .col-md-pull-5 {
    right: 41.66666667%;
  }
  .col-md-pull-4 {
    right: 33.33333333%;
  }
  .col-md-pull-3 {
    right: 25%;
  }
  .col-md-pull-2 {
    right: 16.66666667%;
  }
  .col-md-pull-1 {
    right: 8.33333333%;
  }
  .col-md-pull-0 {
    right: auto;
  }
  .col-md-push-12 {
    left: 100%;
  }
  .col-md-push-11 {
    left: 91.66666667%;
  }
  .col-md-push-10 {
    left: 83.33333333%;
  }
  .col-md-push-9 {
    left: 75%;
  }
  .col-md-push-8 {
    left: 66.66666667%;
  }
  .col-md-push-7 {
    left: 58.33333333%;
  }
  .col-md-push-6 {
    left: 50%;
  }
  .col-md-push-5 {
    left: 41.66666667%;
  }
  .col-md-push-4 {
    left: 33.33333333%;
  }
  .col-md-push-3 {
    left: 25%;
  }
  .col-md-push-2 {
    left: 16.66666667%;
  }
  .col-md-push-1 {
    left: 8.33333333%;
  }
  .col-md-push-0 {
    left: auto;
  }
  .col-md-offset-12 {
    margin-left: 100%;
  }
  .col-md-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-md-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-md-offset-9 {
    margin-left: 75%;
  }
  .col-md-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-md-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-md-offset-6 {
    margin-left: 50%;
  }
  .col-md-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-md-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-md-offset-3 {
    margin-left: 25%;
  }
  .col-md-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-md-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-md-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 1200px) {
  .col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
    float: left;
  }
  .col-lg-12 {
    width: 100%;
  }
  .col-lg-11 {
    width: 91.66666667%;
  }
  .col-lg-10 {
    width: 83.33333333%;
  }
  .col-lg-9 {
    width: 75%;
  }
  .col-lg-8 {
    width: 66.66666667%;
  }
  .col-lg-7 {
    width: 58.33333333%;
  }
  .col-lg-6 {
    width: 50%;
  }
  .col-lg-5 {
    width: 41.66666667%;
  }
  .col-lg-4 {
    width: 33.33333333%;
  }
  .col-lg-3 {
    width: 25%;
  }
  .col-lg-2 {
    width: 16.66666667%;
  }
  .col-lg-1 {
    width: 8.33333333%;
  }
  .col-lg-pull-12 {
    right: 100%;
  }
  .col-lg-pull-11 {
    right: 91.66666667%;
  }
  .col-lg-pull-10 {
    right: 83.33333333%;
  }
  .col-lg-pull-9 {
    right: 75%;
  }
  .col-lg-pull-8 {
    right: 66.66666667%;
  }
  .col-lg-pull-7 {
    right: 58.33333333%;
  }
  .col-lg-pull-6 {
    right: 50%;
  }
  .col-lg-pull-5 {
    right: 41.66666667%;
  }
  .col-lg-pull-4 {
    right: 33.33333333%;
  }
  .col-lg-pull-3 {
    right: 25%;
  }
  .col-lg-pull-2 {
    right: 16.66666667%;
  }
  .col-lg-pull-1 {
    right: 8.33333333%;
  }
  .col-lg-pull-0 {
    right: auto;
  }
  .col-lg-push-12 {
    left: 100%;
  }
  .col-lg-push-11 {
    left: 91.66666667%;
  }
  .col-lg-push-10 {
    left: 83.33333333%;
  }
  .col-lg-push-9 {
    left: 75%;
  }
  .col-lg-push-8 {
    left: 66.66666667%;
  }
  .col-lg-push-7 {
    left: 58.33333333%;
  }
  .col-lg-push-6 {
    left: 50%;
  }
  .col-lg-push-5 {
    left: 41.66666667%;
  }
  .col-lg-push-4 {
    left: 33.33333333%;
  }
  .col-lg-push-3 {
    left: 25%;
  }
  .col-lg-push-2 {
    left: 16.66666667%;
  }
  .col-lg-push-1 {
    left: 8.33333333%;
  }
  .col-lg-push-0 {
    left: auto;
  }
  .col-lg-offset-12 {
    margin-left: 100%;
  }
  .col-lg-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-lg-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-lg-offset-9 {
    margin-left: 75%;
  }
  .col-lg-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-lg-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-lg-offset-6 {
    margin-left: 50%;
  }
  .col-lg-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-lg-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-lg-offset-3 {
    margin-left: 25%;
  }
  .col-lg-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-lg-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-lg-offset-0 {
    margin-left: 0%;
  }
}
table {
  background-color: transparent;
}
caption {
  padding-top: 8px;
  padding-bottom: 8px;
  color: #777777;
  text-align: left;
}
th {
  text-align: left;
}
.table {
  width: 100%;
  max-width: 100%;
  margin-bottom: 18px;
}
.table > thead > tr > th,
.table > tbody > tr > th,
.table > tfoot > tr > th,
.table > thead > tr > td,
.table > tbody > tr > td,
.table > tfoot > tr > td {
  padding: 8px;
  line-height: 1.42857143;
  vertical-align: top;
  border-top: 1px solid #ddd;
}
.table > thead > tr > th {
  vertical-align: bottom;
  border-bottom: 2px solid #ddd;
}
.table > caption + thead > tr:first-child > th,
.table > colgroup + thead > tr:first-child > th,
.table > thead:first-child > tr:first-child > th,
.table > caption + thead > tr:first-child > td,
.table > colgroup + thead > tr:first-child > td,
.table > thead:first-child > tr:first-child > td {
  border-top: 0;
}
.table > tbody + tbody {
  border-top: 2px solid #ddd;
}
.table .table {
  background-color: #fff;
}
.table-condensed > thead > tr > th,
.table-condensed > tbody > tr > th,
.table-condensed > tfoot > tr > th,
.table-condensed > thead > tr > td,
.table-condensed > tbody > tr > td,
.table-condensed > tfoot > tr > td {
  padding: 5px;
}
.table-bordered {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > tbody > tr > th,
.table-bordered > tfoot > tr > th,
.table-bordered > thead > tr > td,
.table-bordered > tbody > tr > td,
.table-bordered > tfoot > tr > td {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > thead > tr > td {
  border-bottom-width: 2px;
}
.table-striped > tbody > tr:nth-of-type(odd) {
  background-color: #f9f9f9;
}
.table-hover > tbody > tr:hover {
  background-color: #f5f5f5;
}
table col[class*="col-"] {
  position: static;
  float: none;
  display: table-column;
}
table td[class*="col-"],
table th[class*="col-"] {
  position: static;
  float: none;
  display: table-cell;
}
.table > thead > tr > td.active,
.table > tbody > tr > td.active,
.table > tfoot > tr > td.active,
.table > thead > tr > th.active,
.table > tbody > tr > th.active,
.table > tfoot > tr > th.active,
.table > thead > tr.active > td,
.table > tbody > tr.active > td,
.table > tfoot > tr.active > td,
.table > thead > tr.active > th,
.table > tbody > tr.active > th,
.table > tfoot > tr.active > th {
  background-color: #f5f5f5;
}
.table-hover > tbody > tr > td.active:hover,
.table-hover > tbody > tr > th.active:hover,
.table-hover > tbody > tr.active:hover > td,
.table-hover > tbody > tr:hover > .active,
.table-hover > tbody > tr.active:hover > th {
  background-color: #e8e8e8;
}
.table > thead > tr > td.success,
.table > tbody > tr > td.success,
.table > tfoot > tr > td.success,
.table > thead > tr > th.success,
.table > tbody > tr > th.success,
.table > tfoot > tr > th.success,
.table > thead > tr.success > td,
.table > tbody > tr.success > td,
.table > tfoot > tr.success > td,
.table > thead > tr.success > th,
.table > tbody > tr.success > th,
.table > tfoot > tr.success > th {
  background-color: #dff0d8;
}
.table-hover > tbody > tr > td.success:hover,
.table-hover > tbody > tr > th.success:hover,
.table-hover > tbody > tr.success:hover > td,
.table-hover > tbody > tr:hover > .success,
.table-hover > tbody > tr.success:hover > th {
  background-color: #d0e9c6;
}
.table > thead > tr > td.info,
.table > tbody > tr > td.info,
.table > tfoot > tr > td.info,
.table > thead > tr > th.info,
.table > tbody > tr > th.info,
.table > tfoot > tr > th.info,
.table > thead > tr.info > td,
.table > tbody > tr.info > td,
.table > tfoot > tr.info > td,
.table > thead > tr.info > th,
.table > tbody > tr.info > th,
.table > tfoot > tr.info > th {
  background-color: #d9edf7;
}
.table-hover > tbody > tr > td.info:hover,
.table-hover > tbody > tr > th.info:hover,
.table-hover > tbody > tr.info:hover > td,
.table-hover > tbody > tr:hover > .info,
.table-hover > tbody > tr.info:hover > th {
  background-color: #c4e3f3;
}
.table > thead > tr > td.warning,
.table > tbody > tr > td.warning,
.table > tfoot > tr > td.warning,
.table > thead > tr > th.warning,
.table > tbody > tr > th.warning,
.table > tfoot > tr > th.warning,
.table > thead > tr.warning > td,
.table > tbody > tr.warning > td,
.table > tfoot > tr.warning > td,
.table > thead > tr.warning > th,
.table > tbody > tr.warning > th,
.table > tfoot > tr.warning > th {
  background-color: #fcf8e3;
}
.table-hover > tbody > tr > td.warning:hover,
.table-hover > tbody > tr > th.warning:hover,
.table-hover > tbody > tr.warning:hover > td,
.table-hover > tbody > tr:hover > .warning,
.table-hover > tbody > tr.warning:hover > th {
  background-color: #faf2cc;
}
.table > thead > tr > td.danger,
.table > tbody > tr > td.danger,
.table > tfoot > tr > td.danger,
.table > thead > tr > th.danger,
.table > tbody > tr > th.danger,
.table > tfoot > tr > th.danger,
.table > thead > tr.danger > td,
.table > tbody > tr.danger > td,
.table > tfoot > tr.danger > td,
.table > thead > tr.danger > th,
.table > tbody > tr.danger > th,
.table > tfoot > tr.danger > th {
  background-color: #f2dede;
}
.table-hover > tbody > tr > td.danger:hover,
.table-hover > tbody > tr > th.danger:hover,
.table-hover > tbody > tr.danger:hover > td,
.table-hover > tbody > tr:hover > .danger,
.table-hover > tbody > tr.danger:hover > th {
  background-color: #ebcccc;
}
.table-responsive {
  overflow-x: auto;
  min-height: 0.01%;
}
@media screen and (max-width: 767px) {
  .table-responsive {
    width: 100%;
    margin-bottom: 13.5px;
    overflow-y: hidden;
    -ms-overflow-style: -ms-autohiding-scrollbar;
    border: 1px solid #ddd;
  }
  .table-responsive > .table {
    margin-bottom: 0;
  }
  .table-responsive > .table > thead > tr > th,
  .table-responsive > .table > tbody > tr > th,
  .table-responsive > .table > tfoot > tr > th,
  .table-responsive > .table > thead > tr > td,
  .table-responsive > .table > tbody > tr > td,
  .table-responsive > .table > tfoot > tr > td {
    white-space: nowrap;
  }
  .table-responsive > .table-bordered {
    border: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:first-child,
  .table-responsive > .table-bordered > tbody > tr > th:first-child,
  .table-responsive > .table-bordered > tfoot > tr > th:first-child,
  .table-responsive > .table-bordered > thead > tr > td:first-child,
  .table-responsive > .table-bordered > tbody > tr > td:first-child,
  .table-responsive > .table-bordered > tfoot > tr > td:first-child {
    border-left: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:last-child,
  .table-responsive > .table-bordered > tbody > tr > th:last-child,
  .table-responsive > .table-bordered > tfoot > tr > th:last-child,
  .table-responsive > .table-bordered > thead > tr > td:last-child,
  .table-responsive > .table-bordered > tbody > tr > td:last-child,
  .table-responsive > .table-bordered > tfoot > tr > td:last-child {
    border-right: 0;
  }
  .table-responsive > .table-bordered > tbody > tr:last-child > th,
  .table-responsive > .table-bordered > tfoot > tr:last-child > th,
  .table-responsive > .table-bordered > tbody > tr:last-child > td,
  .table-responsive > .table-bordered > tfoot > tr:last-child > td {
    border-bottom: 0;
  }
}
fieldset {
  padding: 0;
  margin: 0;
  border: 0;
  min-width: 0;
}
legend {
  display: block;
  width: 100%;
  padding: 0;
  margin-bottom: 18px;
  font-size: 19.5px;
  line-height: inherit;
  color: #333333;
  border: 0;
  border-bottom: 1px solid #e5e5e5;
}
label {
  display: inline-block;
  max-width: 100%;
  margin-bottom: 5px;
  font-weight: bold;
}
input[type="search"] {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
input[type="radio"],
input[type="checkbox"] {
  margin: 4px 0 0;
  margin-top: 1px \9;
  line-height: normal;
}
input[type="file"] {
  display: block;
}
input[type="range"] {
  display: block;
  width: 100%;
}
select[multiple],
select[size] {
  height: auto;
}
input[type="file"]:focus,
input[type="radio"]:focus,
input[type="checkbox"]:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
output {
  display: block;
  padding-top: 7px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
}
.form-control {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
}
.form-control:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.form-control::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.form-control:-ms-input-placeholder {
  color: #999;
}
.form-control::-webkit-input-placeholder {
  color: #999;
}
.form-control::-ms-expand {
  border: 0;
  background-color: transparent;
}
.form-control[disabled],
.form-control[readonly],
fieldset[disabled] .form-control {
  background-color: #eeeeee;
  opacity: 1;
}
.form-control[disabled],
fieldset[disabled] .form-control {
  cursor: not-allowed;
}
textarea.form-control {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: none;
}
@media screen and (-webkit-min-device-pixel-ratio: 0) {
  input[type="date"].form-control,
  input[type="time"].form-control,
  input[type="datetime-local"].form-control,
  input[type="month"].form-control {
    line-height: 32px;
  }
  input[type="date"].input-sm,
  input[type="time"].input-sm,
  input[type="datetime-local"].input-sm,
  input[type="month"].input-sm,
  .input-group-sm input[type="date"],
  .input-group-sm input[type="time"],
  .input-group-sm input[type="datetime-local"],
  .input-group-sm input[type="month"] {
    line-height: 30px;
  }
  input[type="date"].input-lg,
  input[type="time"].input-lg,
  input[type="datetime-local"].input-lg,
  input[type="month"].input-lg,
  .input-group-lg input[type="date"],
  .input-group-lg input[type="time"],
  .input-group-lg input[type="datetime-local"],
  .input-group-lg input[type="month"] {
    line-height: 45px;
  }
}
.form-group {
  margin-bottom: 15px;
}
.radio,
.checkbox {
  position: relative;
  display: block;
  margin-top: 10px;
  margin-bottom: 10px;
}
.radio label,
.checkbox label {
  min-height: 18px;
  padding-left: 20px;
  margin-bottom: 0;
  font-weight: normal;
  cursor: pointer;
}
.radio input[type="radio"],
.radio-inline input[type="radio"],
.checkbox input[type="checkbox"],
.checkbox-inline input[type="checkbox"] {
  position: absolute;
  margin-left: -20px;
  margin-top: 4px \9;
}
.radio + .radio,
.checkbox + .checkbox {
  margin-top: -5px;
}
.radio-inline,
.checkbox-inline {
  position: relative;
  display: inline-block;
  padding-left: 20px;
  margin-bottom: 0;
  vertical-align: middle;
  font-weight: normal;
  cursor: pointer;
}
.radio-inline + .radio-inline,
.checkbox-inline + .checkbox-inline {
  margin-top: 0;
  margin-left: 10px;
}
input[type="radio"][disabled],
input[type="checkbox"][disabled],
input[type="radio"].disabled,
input[type="checkbox"].disabled,
fieldset[disabled] input[type="radio"],
fieldset[disabled] input[type="checkbox"] {
  cursor: not-allowed;
}
.radio-inline.disabled,
.checkbox-inline.disabled,
fieldset[disabled] .radio-inline,
fieldset[disabled] .checkbox-inline {
  cursor: not-allowed;
}
.radio.disabled label,
.checkbox.disabled label,
fieldset[disabled] .radio label,
fieldset[disabled] .checkbox label {
  cursor: not-allowed;
}
.form-control-static {
  padding-top: 7px;
  padding-bottom: 7px;
  margin-bottom: 0;
  min-height: 31px;
}
.form-control-static.input-lg,
.form-control-static.input-sm {
  padding-left: 0;
  padding-right: 0;
}
.input-sm {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-sm {
  height: 30px;
  line-height: 30px;
}
textarea.input-sm,
select[multiple].input-sm {
  height: auto;
}
.form-group-sm .form-control {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.form-group-sm select.form-control {
  height: 30px;
  line-height: 30px;
}
.form-group-sm textarea.form-control,
.form-group-sm select[multiple].form-control {
  height: auto;
}
.form-group-sm .form-control-static {
  height: 30px;
  min-height: 30px;
  padding: 6px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.input-lg {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-lg {
  height: 45px;
  line-height: 45px;
}
textarea.input-lg,
select[multiple].input-lg {
  height: auto;
}
.form-group-lg .form-control {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.form-group-lg select.form-control {
  height: 45px;
  line-height: 45px;
}
.form-group-lg textarea.form-control,
.form-group-lg select[multiple].form-control {
  height: auto;
}
.form-group-lg .form-control-static {
  height: 45px;
  min-height: 35px;
  padding: 11px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.has-feedback {
  position: relative;
}
.has-feedback .form-control {
  padding-right: 40px;
}
.form-control-feedback {
  position: absolute;
  top: 0;
  right: 0;
  z-index: 2;
  display: block;
  width: 32px;
  height: 32px;
  line-height: 32px;
  text-align: center;
  pointer-events: none;
}
.input-lg + .form-control-feedback,
.input-group-lg + .form-control-feedback,
.form-group-lg .form-control + .form-control-feedback {
  width: 45px;
  height: 45px;
  line-height: 45px;
}
.input-sm + .form-control-feedback,
.input-group-sm + .form-control-feedback,
.form-group-sm .form-control + .form-control-feedback {
  width: 30px;
  height: 30px;
  line-height: 30px;
}
.has-success .help-block,
.has-success .control-label,
.has-success .radio,
.has-success .checkbox,
.has-success .radio-inline,
.has-success .checkbox-inline,
.has-success.radio label,
.has-success.checkbox label,
.has-success.radio-inline label,
.has-success.checkbox-inline label {
  color: #3c763d;
}
.has-success .form-control {
  border-color: #3c763d;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-success .form-control:focus {
  border-color: #2b542c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
}
.has-success .input-group-addon {
  color: #3c763d;
  border-color: #3c763d;
  background-color: #dff0d8;
}
.has-success .form-control-feedback {
  color: #3c763d;
}
.has-warning .help-block,
.has-warning .control-label,
.has-warning .radio,
.has-warning .checkbox,
.has-warning .radio-inline,
.has-warning .checkbox-inline,
.has-warning.radio label,
.has-warning.checkbox label,
.has-warning.radio-inline label,
.has-warning.checkbox-inline label {
  color: #8a6d3b;
}
.has-warning .form-control {
  border-color: #8a6d3b;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-warning .form-control:focus {
  border-color: #66512c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
}
.has-warning .input-group-addon {
  color: #8a6d3b;
  border-color: #8a6d3b;
  background-color: #fcf8e3;
}
.has-warning .form-control-feedback {
  color: #8a6d3b;
}
.has-error .help-block,
.has-error .control-label,
.has-error .radio,
.has-error .checkbox,
.has-error .radio-inline,
.has-error .checkbox-inline,
.has-error.radio label,
.has-error.checkbox label,
.has-error.radio-inline label,
.has-error.checkbox-inline label {
  color: #a94442;
}
.has-error .form-control {
  border-color: #a94442;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-error .form-control:focus {
  border-color: #843534;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
}
.has-error .input-group-addon {
  color: #a94442;
  border-color: #a94442;
  background-color: #f2dede;
}
.has-error .form-control-feedback {
  color: #a94442;
}
.has-feedback label ~ .form-control-feedback {
  top: 23px;
}
.has-feedback label.sr-only ~ .form-control-feedback {
  top: 0;
}
.help-block {
  display: block;
  margin-top: 5px;
  margin-bottom: 10px;
  color: #404040;
}
@media (min-width: 768px) {
  .form-inline .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .form-inline .form-control-static {
    display: inline-block;
  }
  .form-inline .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .form-inline .input-group .input-group-addon,
  .form-inline .input-group .input-group-btn,
  .form-inline .input-group .form-control {
    width: auto;
  }
  .form-inline .input-group > .form-control {
    width: 100%;
  }
  .form-inline .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio,
  .form-inline .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio label,
  .form-inline .checkbox label {
    padding-left: 0;
  }
  .form-inline .radio input[type="radio"],
  .form-inline .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .form-inline .has-feedback .form-control-feedback {
    top: 0;
  }
}
.form-horizontal .radio,
.form-horizontal .checkbox,
.form-horizontal .radio-inline,
.form-horizontal .checkbox-inline {
  margin-top: 0;
  margin-bottom: 0;
  padding-top: 7px;
}
.form-horizontal .radio,
.form-horizontal .checkbox {
  min-height: 25px;
}
.form-horizontal .form-group {
  margin-left: 0px;
  margin-right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .control-label {
    text-align: right;
    margin-bottom: 0;
    padding-top: 7px;
  }
}
.form-horizontal .has-feedback .form-control-feedback {
  right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .form-group-lg .control-label {
    padding-top: 11px;
    font-size: 17px;
  }
}
@media (min-width: 768px) {
  .form-horizontal .form-group-sm .control-label {
    padding-top: 6px;
    font-size: 12px;
  }
}
.btn {
  display: inline-block;
  margin-bottom: 0;
  font-weight: normal;
  text-align: center;
  vertical-align: middle;
  touch-action: manipulation;
  cursor: pointer;
  background-image: none;
  border: 1px solid transparent;
  white-space: nowrap;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  border-radius: 2px;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}
.btn:focus,
.btn:active:focus,
.btn.active:focus,
.btn.focus,
.btn:active.focus,
.btn.active.focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
.btn:hover,
.btn:focus,
.btn.focus {
  color: #333;
  text-decoration: none;
}
.btn:active,
.btn.active {
  outline: 0;
  background-image: none;
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn.disabled,
.btn[disabled],
fieldset[disabled] .btn {
  cursor: not-allowed;
  opacity: 0.65;
  filter: alpha(opacity=65);
  -webkit-box-shadow: none;
  box-shadow: none;
}
a.btn.disabled,
fieldset[disabled] a.btn {
  pointer-events: none;
}
.btn-default {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.btn-default:focus,
.btn-default.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.btn-default:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active:hover,
.btn-default.active:hover,
.open > .dropdown-toggle.btn-default:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.open > .dropdown-toggle.btn-default:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn-default.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  background-image: none;
}
.btn-default.disabled:hover,
.btn-default[disabled]:hover,
fieldset[disabled] .btn-default:hover,
.btn-default.disabled:focus,
.btn-default[disabled]:focus,
fieldset[disabled] .btn-default:focus,
.btn-default.disabled.focus,
.btn-default[disabled].focus,
fieldset[disabled] .btn-default.focus {
  background-color: #fff;
  border-color: #ccc;
}
.btn-default .badge {
  color: #fff;
  background-color: #333;
}
.btn-primary {
  color: #fff;
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary:focus,
.btn-primary.focus {
  color: #fff;
  background-color: #286090;
  border-color: #122b40;
}
.btn-primary:hover {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active:hover,
.btn-primary.active:hover,
.open > .dropdown-toggle.btn-primary:hover,
.btn-primary:active:focus,
.btn-primary.active:focus,
.open > .dropdown-toggle.btn-primary:focus,
.btn-primary:active.focus,
.btn-primary.active.focus,
.open > .dropdown-toggle.btn-primary.focus {
  color: #fff;
  background-color: #204d74;
  border-color: #122b40;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  background-image: none;
}
.btn-primary.disabled:hover,
.btn-primary[disabled]:hover,
fieldset[disabled] .btn-primary:hover,
.btn-primary.disabled:focus,
.btn-primary[disabled]:focus,
fieldset[disabled] .btn-primary:focus,
.btn-primary.disabled.focus,
.btn-primary[disabled].focus,
fieldset[disabled] .btn-primary.focus {
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary .badge {
  color: #337ab7;
  background-color: #fff;
}
.btn-success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success:focus,
.btn-success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.btn-success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active:hover,
.btn-success.active:hover,
.open > .dropdown-toggle.btn-success:hover,
.btn-success:active:focus,
.btn-success.active:focus,
.open > .dropdown-toggle.btn-success:focus,
.btn-success:active.focus,
.btn-success.active.focus,
.open > .dropdown-toggle.btn-success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  background-image: none;
}
.btn-success.disabled:hover,
.btn-success[disabled]:hover,
fieldset[disabled] .btn-success:hover,
.btn-success.disabled:focus,
.btn-success[disabled]:focus,
fieldset[disabled] .btn-success:focus,
.btn-success.disabled.focus,
.btn-success[disabled].focus,
fieldset[disabled] .btn-success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.btn-info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info:focus,
.btn-info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.btn-info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active:hover,
.btn-info.active:hover,
.open > .dropdown-toggle.btn-info:hover,
.btn-info:active:focus,
.btn-info.active:focus,
.open > .dropdown-toggle.btn-info:focus,
.btn-info:active.focus,
.btn-info.active.focus,
.open > .dropdown-toggle.btn-info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  background-image: none;
}
.btn-info.disabled:hover,
.btn-info[disabled]:hover,
fieldset[disabled] .btn-info:hover,
.btn-info.disabled:focus,
.btn-info[disabled]:focus,
fieldset[disabled] .btn-info:focus,
.btn-info.disabled.focus,
.btn-info[disabled].focus,
fieldset[disabled] .btn-info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.btn-warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning:focus,
.btn-warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.btn-warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active:hover,
.btn-warning.active:hover,
.open > .dropdown-toggle.btn-warning:hover,
.btn-warning:active:focus,
.btn-warning.active:focus,
.open > .dropdown-toggle.btn-warning:focus,
.btn-warning:active.focus,
.btn-warning.active.focus,
.open > .dropdown-toggle.btn-warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  background-image: none;
}
.btn-warning.disabled:hover,
.btn-warning[disabled]:hover,
fieldset[disabled] .btn-warning:hover,
.btn-warning.disabled:focus,
.btn-warning[disabled]:focus,
fieldset[disabled] .btn-warning:focus,
.btn-warning.disabled.focus,
.btn-warning[disabled].focus,
fieldset[disabled] .btn-warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.btn-danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger:focus,
.btn-danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.btn-danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active:hover,
.btn-danger.active:hover,
.open > .dropdown-toggle.btn-danger:hover,
.btn-danger:active:focus,
.btn-danger.active:focus,
.open > .dropdown-toggle.btn-danger:focus,
.btn-danger:active.focus,
.btn-danger.active.focus,
.open > .dropdown-toggle.btn-danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  background-image: none;
}
.btn-danger.disabled:hover,
.btn-danger[disabled]:hover,
fieldset[disabled] .btn-danger:hover,
.btn-danger.disabled:focus,
.btn-danger[disabled]:focus,
fieldset[disabled] .btn-danger:focus,
.btn-danger.disabled.focus,
.btn-danger[disabled].focus,
fieldset[disabled] .btn-danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger .badge {
  color: #d9534f;
  background-color: #fff;
}
.btn-link {
  color: #337ab7;
  font-weight: normal;
  border-radius: 0;
}
.btn-link,
.btn-link:active,
.btn-link.active,
.btn-link[disabled],
fieldset[disabled] .btn-link {
  background-color: transparent;
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn-link,
.btn-link:hover,
.btn-link:focus,
.btn-link:active {
  border-color: transparent;
}
.btn-link:hover,
.btn-link:focus {
  color: #23527c;
  text-decoration: underline;
  background-color: transparent;
}
.btn-link[disabled]:hover,
fieldset[disabled] .btn-link:hover,
.btn-link[disabled]:focus,
fieldset[disabled] .btn-link:focus {
  color: #777777;
  text-decoration: none;
}
.btn-lg,
.btn-group-lg > .btn {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.btn-sm,
.btn-group-sm > .btn {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-xs,
.btn-group-xs > .btn {
  padding: 1px 5px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-block {
  display: block;
  width: 100%;
}
.btn-block + .btn-block {
  margin-top: 5px;
}
input[type="submit"].btn-block,
input[type="reset"].btn-block,
input[type="button"].btn-block {
  width: 100%;
}
.fade {
  opacity: 0;
  -webkit-transition: opacity 0.15s linear;
  -o-transition: opacity 0.15s linear;
  transition: opacity 0.15s linear;
}
.fade.in {
  opacity: 1;
}
.collapse {
  display: none;
}
.collapse.in {
  display: block;
}
tr.collapse.in {
  display: table-row;
}
tbody.collapse.in {
  display: table-row-group;
}
.collapsing {
  position: relative;
  height: 0;
  overflow: hidden;
  -webkit-transition-property: height, visibility;
  transition-property: height, visibility;
  -webkit-transition-duration: 0.35s;
  transition-duration: 0.35s;
  -webkit-transition-timing-function: ease;
  transition-timing-function: ease;
}
.caret {
  display: inline-block;
  width: 0;
  height: 0;
  margin-left: 2px;
  vertical-align: middle;
  border-top: 4px dashed;
  border-top: 4px solid \9;
  border-right: 4px solid transparent;
  border-left: 4px solid transparent;
}
.dropup,
.dropdown {
  position: relative;
}
.dropdown-toggle:focus {
  outline: 0;
}
.dropdown-menu {
  position: absolute;
  top: 100%;
  left: 0;
  z-index: 1000;
  display: none;
  float: left;
  min-width: 160px;
  padding: 5px 0;
  margin: 2px 0 0;
  list-style: none;
  font-size: 13px;
  text-align: left;
  background-color: #fff;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.15);
  border-radius: 2px;
  -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  background-clip: padding-box;
}
.dropdown-menu.pull-right {
  right: 0;
  left: auto;
}
.dropdown-menu .divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.dropdown-menu > li > a {
  display: block;
  padding: 3px 20px;
  clear: both;
  font-weight: normal;
  line-height: 1.42857143;
  color: #333333;
  white-space: nowrap;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
  text-decoration: none;
  color: #262626;
  background-color: #f5f5f5;
}
.dropdown-menu > .active > a,
.dropdown-menu > .active > a:hover,
.dropdown-menu > .active > a:focus {
  color: #fff;
  text-decoration: none;
  outline: 0;
  background-color: #337ab7;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  color: #777777;
}
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  text-decoration: none;
  background-color: transparent;
  background-image: none;
  filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
  cursor: not-allowed;
}
.open > .dropdown-menu {
  display: block;
}
.open > a {
  outline: 0;
}
.dropdown-menu-right {
  left: auto;
  right: 0;
}
.dropdown-menu-left {
  left: 0;
  right: auto;
}
.dropdown-header {
  display: block;
  padding: 3px 20px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #777777;
  white-space: nowrap;
}
.dropdown-backdrop {
  position: fixed;
  left: 0;
  right: 0;
  bottom: 0;
  top: 0;
  z-index: 990;
}
.pull-right > .dropdown-menu {
  right: 0;
  left: auto;
}
.dropup .caret,
.navbar-fixed-bottom .dropdown .caret {
  border-top: 0;
  border-bottom: 4px dashed;
  border-bottom: 4px solid \9;
  content: "";
}
.dropup .dropdown-menu,
.navbar-fixed-bottom .dropdown .dropdown-menu {
  top: auto;
  bottom: 100%;
  margin-bottom: 2px;
}
@media (min-width: 541px) {
  .navbar-right .dropdown-menu {
    left: auto;
    right: 0;
  }
  .navbar-right .dropdown-menu-left {
    left: 0;
    right: auto;
  }
}
.btn-group,
.btn-group-vertical {
  position: relative;
  display: inline-block;
  vertical-align: middle;
}
.btn-group > .btn,
.btn-group-vertical > .btn {
  position: relative;
  float: left;
}
.btn-group > .btn:hover,
.btn-group-vertical > .btn:hover,
.btn-group > .btn:focus,
.btn-group-vertical > .btn:focus,
.btn-group > .btn:active,
.btn-group-vertical > .btn:active,
.btn-group > .btn.active,
.btn-group-vertical > .btn.active {
  z-index: 2;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
  margin-left: -1px;
}
.btn-toolbar {
  margin-left: -5px;
}
.btn-toolbar .btn,
.btn-toolbar .btn-group,
.btn-toolbar .input-group {
  float: left;
}
.btn-toolbar > .btn,
.btn-toolbar > .btn-group,
.btn-toolbar > .input-group {
  margin-left: 5px;
}
.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
  border-radius: 0;
}
.btn-group > .btn:first-child {
  margin-left: 0;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn:last-child:not(:first-child),
.btn-group > .dropdown-toggle:not(:first-child) {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group > .btn-group {
  float: left;
}
.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group .dropdown-toggle:active,
.btn-group.open .dropdown-toggle {
  outline: 0;
}
.btn-group > .btn + .dropdown-toggle {
  padding-left: 8px;
  padding-right: 8px;
}
.btn-group > .btn-lg + .dropdown-toggle {
  padding-left: 12px;
  padding-right: 12px;
}
.btn-group.open .dropdown-toggle {
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn-group.open .dropdown-toggle.btn-link {
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn .caret {
  margin-left: 0;
}
.btn-lg .caret {
  border-width: 5px 5px 0;
  border-bottom-width: 0;
}
.dropup .btn-lg .caret {
  border-width: 0 5px 5px;
}
.btn-group-vertical > .btn,
.btn-group-vertical > .btn-group,
.btn-group-vertical > .btn-group > .btn {
  display: block;
  float: none;
  width: 100%;
  max-width: 100%;
}
.btn-group-vertical > .btn-group > .btn {
  float: none;
}
.btn-group-vertical > .btn + .btn,
.btn-group-vertical > .btn + .btn-group,
.btn-group-vertical > .btn-group + .btn,
.btn-group-vertical > .btn-group + .btn-group {
  margin-top: -1px;
  margin-left: 0;
}
.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.btn-group-vertical > .btn:first-child:not(:last-child) {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn:last-child:not(:first-child) {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.btn-group-justified {
  display: table;
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
}
.btn-group-justified > .btn,
.btn-group-justified > .btn-group {
  float: none;
  display: table-cell;
  width: 1%;
}
.btn-group-justified > .btn-group .btn {
  width: 100%;
}
.btn-group-justified > .btn-group .dropdown-menu {
  left: auto;
}
[data-toggle="buttons"] > .btn input[type="radio"],
[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
[data-toggle="buttons"] > .btn input[type="checkbox"],
[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
  position: absolute;
  clip: rect(0, 0, 0, 0);
  pointer-events: none;
}
.input-group {
  position: relative;
  display: table;
  border-collapse: separate;
}
.input-group[class*="col-"] {
  float: none;
  padding-left: 0;
  padding-right: 0;
}
.input-group .form-control {
  position: relative;
  z-index: 2;
  float: left;
  width: 100%;
  margin-bottom: 0;
}
.input-group .form-control:focus {
  z-index: 3;
}
.input-group-lg > .form-control,
.input-group-lg > .input-group-addon,
.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-group-lg > .form-control,
select.input-group-lg > .input-group-addon,
select.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  line-height: 45px;
}
textarea.input-group-lg > .form-control,
textarea.input-group-lg > .input-group-addon,
textarea.input-group-lg > .input-group-btn > .btn,
select[multiple].input-group-lg > .form-control,
select[multiple].input-group-lg > .input-group-addon,
select[multiple].input-group-lg > .input-group-btn > .btn {
  height: auto;
}
.input-group-sm > .form-control,
.input-group-sm > .input-group-addon,
.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-group-sm > .form-control,
select.input-group-sm > .input-group-addon,
select.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  line-height: 30px;
}
textarea.input-group-sm > .form-control,
textarea.input-group-sm > .input-group-addon,
textarea.input-group-sm > .input-group-btn > .btn,
select[multiple].input-group-sm > .form-control,
select[multiple].input-group-sm > .input-group-addon,
select[multiple].input-group-sm > .input-group-btn > .btn {
  height: auto;
}
.input-group-addon,
.input-group-btn,
.input-group .form-control {
  display: table-cell;
}
.input-group-addon:not(:first-child):not(:last-child),
.input-group-btn:not(:first-child):not(:last-child),
.input-group .form-control:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.input-group-addon,
.input-group-btn {
  width: 1%;
  white-space: nowrap;
  vertical-align: middle;
}
.input-group-addon {
  padding: 6px 12px;
  font-size: 13px;
  font-weight: normal;
  line-height: 1;
  color: #555555;
  text-align: center;
  background-color: #eeeeee;
  border: 1px solid #ccc;
  border-radius: 2px;
}
.input-group-addon.input-sm {
  padding: 5px 10px;
  font-size: 12px;
  border-radius: 1px;
}
.input-group-addon.input-lg {
  padding: 10px 16px;
  font-size: 17px;
  border-radius: 3px;
}
.input-group-addon input[type="radio"],
.input-group-addon input[type="checkbox"] {
  margin-top: 0;
}
.input-group .form-control:first-child,
.input-group-addon:first-child,
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group > .btn,
.input-group-btn:first-child > .dropdown-toggle,
.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.input-group-addon:first-child {
  border-right: 0;
}
.input-group .form-control:last-child,
.input-group-addon:last-child,
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group > .btn,
.input-group-btn:last-child > .dropdown-toggle,
.input-group-btn:first-child > .btn:not(:first-child),
.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.input-group-addon:last-child {
  border-left: 0;
}
.input-group-btn {
  position: relative;
  font-size: 0;
  white-space: nowrap;
}
.input-group-btn > .btn {
  position: relative;
}
.input-group-btn > .btn + .btn {
  margin-left: -1px;
}
.input-group-btn > .btn:hover,
.input-group-btn > .btn:focus,
.input-group-btn > .btn:active {
  z-index: 2;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
  margin-right: -1px;
}
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group {
  z-index: 2;
  margin-left: -1px;
}
.nav {
  margin-bottom: 0;
  padding-left: 0;
  list-style: none;
}
.nav > li {
  position: relative;
  display: block;
}
.nav > li > a {
  position: relative;
  display: block;
  padding: 10px 15px;
}
.nav > li > a:hover,
.nav > li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.nav > li.disabled > a {
  color: #777777;
}
.nav > li.disabled > a:hover,
.nav > li.disabled > a:focus {
  color: #777777;
  text-decoration: none;
  background-color: transparent;
  cursor: not-allowed;
}
.nav .open > a,
.nav .open > a:hover,
.nav .open > a:focus {
  background-color: #eeeeee;
  border-color: #337ab7;
}
.nav .nav-divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.nav > li > a > img {
  max-width: none;
}
.nav-tabs {
  border-bottom: 1px solid #ddd;
}
.nav-tabs > li {
  float: left;
  margin-bottom: -1px;
}
.nav-tabs > li > a {
  margin-right: 2px;
  line-height: 1.42857143;
  border: 1px solid transparent;
  border-radius: 2px 2px 0 0;
}
.nav-tabs > li > a:hover {
  border-color: #eeeeee #eeeeee #ddd;
}
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
  color: #555555;
  background-color: #fff;
  border: 1px solid #ddd;
  border-bottom-color: transparent;
  cursor: default;
}
.nav-tabs.nav-justified {
  width: 100%;
  border-bottom: 0;
}
.nav-tabs.nav-justified > li {
  float: none;
}
.nav-tabs.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-tabs.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-tabs.nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs.nav-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs.nav-justified > .active > a,
.nav-tabs.nav-justified > .active > a:hover,
.nav-tabs.nav-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs.nav-justified > .active > a,
  .nav-tabs.nav-justified > .active > a:hover,
  .nav-tabs.nav-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.nav-pills > li {
  float: left;
}
.nav-pills > li > a {
  border-radius: 2px;
}
.nav-pills > li + li {
  margin-left: 2px;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
  color: #fff;
  background-color: #337ab7;
}
.nav-stacked > li {
  float: none;
}
.nav-stacked > li + li {
  margin-top: 2px;
  margin-left: 0;
}
.nav-justified {
  width: 100%;
}
.nav-justified > li {
  float: none;
}
.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs-justified {
  border-bottom: 0;
}
.nav-tabs-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs-justified > .active > a,
.nav-tabs-justified > .active > a:hover,
.nav-tabs-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs-justified > .active > a,
  .nav-tabs-justified > .active > a:hover,
  .nav-tabs-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.tab-content > .tab-pane {
  display: none;
}
.tab-content > .active {
  display: block;
}
.nav-tabs .dropdown-menu {
  margin-top: -1px;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar {
  position: relative;
  min-height: 30px;
  margin-bottom: 18px;
  border: 1px solid transparent;
}
@media (min-width: 541px) {
  .navbar {
    border-radius: 2px;
  }
}
@media (min-width: 541px) {
  .navbar-header {
    float: left;
  }
}
.navbar-collapse {
  overflow-x: visible;
  padding-right: 0px;
  padding-left: 0px;
  border-top: 1px solid transparent;
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
  -webkit-overflow-scrolling: touch;
}
.navbar-collapse.in {
  overflow-y: auto;
}
@media (min-width: 541px) {
  .navbar-collapse {
    width: auto;
    border-top: 0;
    box-shadow: none;
  }
  .navbar-collapse.collapse {
    display: block !important;
    height: auto !important;
    padding-bottom: 0;
    overflow: visible !important;
  }
  .navbar-collapse.in {
    overflow-y: visible;
  }
  .navbar-fixed-top .navbar-collapse,
  .navbar-static-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    padding-left: 0;
    padding-right: 0;
  }
}
.navbar-fixed-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
  max-height: 340px;
}
@media (max-device-width: 540px) and (orientation: landscape) {
  .navbar-fixed-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    max-height: 200px;
  }
}
.container > .navbar-header,
.container-fluid > .navbar-header,
.container > .navbar-collapse,
.container-fluid > .navbar-collapse {
  margin-right: 0px;
  margin-left: 0px;
}
@media (min-width: 541px) {
  .container > .navbar-header,
  .container-fluid > .navbar-header,
  .container > .navbar-collapse,
  .container-fluid > .navbar-collapse {
    margin-right: 0;
    margin-left: 0;
  }
}
.navbar-static-top {
  z-index: 1000;
  border-width: 0 0 1px;
}
@media (min-width: 541px) {
  .navbar-static-top {
    border-radius: 0;
  }
}
.navbar-fixed-top,
.navbar-fixed-bottom {
  position: fixed;
  right: 0;
  left: 0;
  z-index: 1030;
}
@media (min-width: 541px) {
  .navbar-fixed-top,
  .navbar-fixed-bottom {
    border-radius: 0;
  }
}
.navbar-fixed-top {
  top: 0;
  border-width: 0 0 1px;
}
.navbar-fixed-bottom {
  bottom: 0;
  margin-bottom: 0;
  border-width: 1px 0 0;
}
.navbar-brand {
  float: left;
  padding: 6px 0px;
  font-size: 17px;
  line-height: 18px;
  height: 30px;
}
.navbar-brand:hover,
.navbar-brand:focus {
  text-decoration: none;
}
.navbar-brand > img {
  display: block;
}
@media (min-width: 541px) {
  .navbar > .container .navbar-brand,
  .navbar > .container-fluid .navbar-brand {
    margin-left: 0px;
  }
}
.navbar-toggle {
  position: relative;
  float: right;
  margin-right: 0px;
  padding: 9px 10px;
  margin-top: -2px;
  margin-bottom: -2px;
  background-color: transparent;
  background-image: none;
  border: 1px solid transparent;
  border-radius: 2px;
}
.navbar-toggle:focus {
  outline: 0;
}
.navbar-toggle .icon-bar {
  display: block;
  width: 22px;
  height: 2px;
  border-radius: 1px;
}
.navbar-toggle .icon-bar + .icon-bar {
  margin-top: 4px;
}
@media (min-width: 541px) {
  .navbar-toggle {
    display: none;
  }
}
.navbar-nav {
  margin: 3px 0px;
}
.navbar-nav > li > a {
  padding-top: 10px;
  padding-bottom: 10px;
  line-height: 18px;
}
@media (max-width: 540px) {
  .navbar-nav .open .dropdown-menu {
    position: static;
    float: none;
    width: auto;
    margin-top: 0;
    background-color: transparent;
    border: 0;
    box-shadow: none;
  }
  .navbar-nav .open .dropdown-menu > li > a,
  .navbar-nav .open .dropdown-menu .dropdown-header {
    padding: 5px 15px 5px 25px;
  }
  .navbar-nav .open .dropdown-menu > li > a {
    line-height: 18px;
  }
  .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-nav .open .dropdown-menu > li > a:focus {
    background-image: none;
  }
}
@media (min-width: 541px) {
  .navbar-nav {
    float: left;
    margin: 0;
  }
  .navbar-nav > li {
    float: left;
  }
  .navbar-nav > li > a {
    padding-top: 6px;
    padding-bottom: 6px;
  }
}
.navbar-form {
  margin-left: 0px;
  margin-right: 0px;
  padding: 10px 0px;
  border-top: 1px solid transparent;
  border-bottom: 1px solid transparent;
  -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  margin-top: -1px;
  margin-bottom: -1px;
}
@media (min-width: 768px) {
  .navbar-form .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .navbar-form .form-control-static {
    display: inline-block;
  }
  .navbar-form .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .navbar-form .input-group .input-group-addon,
  .navbar-form .input-group .input-group-btn,
  .navbar-form .input-group .form-control {
    width: auto;
  }
  .navbar-form .input-group > .form-control {
    width: 100%;
  }
  .navbar-form .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio,
  .navbar-form .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio label,
  .navbar-form .checkbox label {
    padding-left: 0;
  }
  .navbar-form .radio input[type="radio"],
  .navbar-form .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .navbar-form .has-feedback .form-control-feedback {
    top: 0;
  }
}
@media (max-width: 540px) {
  .navbar-form .form-group {
    margin-bottom: 5px;
  }
  .navbar-form .form-group:last-child {
    margin-bottom: 0;
  }
}
@media (min-width: 541px) {
  .navbar-form {
    width: auto;
    border: 0;
    margin-left: 0;
    margin-right: 0;
    padding-top: 0;
    padding-bottom: 0;
    -webkit-box-shadow: none;
    box-shadow: none;
  }
}
.navbar-nav > li > .dropdown-menu {
  margin-top: 0;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
  margin-bottom: 0;
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.navbar-btn {
  margin-top: -1px;
  margin-bottom: -1px;
}
.navbar-btn.btn-sm {
  margin-top: 0px;
  margin-bottom: 0px;
}
.navbar-btn.btn-xs {
  margin-top: 4px;
  margin-bottom: 4px;
}
.navbar-text {
  margin-top: 6px;
  margin-bottom: 6px;
}
@media (min-width: 541px) {
  .navbar-text {
    float: left;
    margin-left: 0px;
    margin-right: 0px;
  }
}
@media (min-width: 541px) {
  .navbar-left {
    float: left !important;
    float: left;
  }
  .navbar-right {
    float: right !important;
    float: right;
    margin-right: 0px;
  }
  .navbar-right ~ .navbar-right {
    margin-right: 0;
  }
}
.navbar-default {
  background-color: #f8f8f8;
  border-color: #e7e7e7;
}
.navbar-default .navbar-brand {
  color: #777;
}
.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
  color: #5e5e5e;
  background-color: transparent;
}
.navbar-default .navbar-text {
  color: #777;
}
.navbar-default .navbar-nav > li > a {
  color: #777;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
  color: #333;
  background-color: transparent;
}
.navbar-default .navbar-nav > .active > a,
.navbar-default .navbar-nav > .active > a:hover,
.navbar-default .navbar-nav > .active > a:focus {
  color: #555;
  background-color: #e7e7e7;
}
.navbar-default .navbar-nav > .disabled > a,
.navbar-default .navbar-nav > .disabled > a:hover,
.navbar-default .navbar-nav > .disabled > a:focus {
  color: #ccc;
  background-color: transparent;
}
.navbar-default .navbar-toggle {
  border-color: #ddd;
}
.navbar-default .navbar-toggle:hover,
.navbar-default .navbar-toggle:focus {
  background-color: #ddd;
}
.navbar-default .navbar-toggle .icon-bar {
  background-color: #888;
}
.navbar-default .navbar-collapse,
.navbar-default .navbar-form {
  border-color: #e7e7e7;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
  background-color: #e7e7e7;
  color: #555;
}
@media (max-width: 540px) {
  .navbar-default .navbar-nav .open .dropdown-menu > li > a {
    color: #777;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #333;
    background-color: transparent;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #555;
    background-color: #e7e7e7;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #ccc;
    background-color: transparent;
  }
}
.navbar-default .navbar-link {
  color: #777;
}
.navbar-default .navbar-link:hover {
  color: #333;
}
.navbar-default .btn-link {
  color: #777;
}
.navbar-default .btn-link:hover,
.navbar-default .btn-link:focus {
  color: #333;
}
.navbar-default .btn-link[disabled]:hover,
fieldset[disabled] .navbar-default .btn-link:hover,
.navbar-default .btn-link[disabled]:focus,
fieldset[disabled] .navbar-default .btn-link:focus {
  color: #ccc;
}
.navbar-inverse {
  background-color: #222;
  border-color: #080808;
}
.navbar-inverse .navbar-brand {
  color: #9d9d9d;
}
.navbar-inverse .navbar-brand:hover,
.navbar-inverse .navbar-brand:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-text {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a:hover,
.navbar-inverse .navbar-nav > li > a:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-nav > .active > a,
.navbar-inverse .navbar-nav > .active > a:hover,
.navbar-inverse .navbar-nav > .active > a:focus {
  color: #fff;
  background-color: #080808;
}
.navbar-inverse .navbar-nav > .disabled > a,
.navbar-inverse .navbar-nav > .disabled > a:hover,
.navbar-inverse .navbar-nav > .disabled > a:focus {
  color: #444;
  background-color: transparent;
}
.navbar-inverse .navbar-toggle {
  border-color: #333;
}
.navbar-inverse .navbar-toggle:hover,
.navbar-inverse .navbar-toggle:focus {
  background-color: #333;
}
.navbar-inverse .navbar-toggle .icon-bar {
  background-color: #fff;
}
.navbar-inverse .navbar-collapse,
.navbar-inverse .navbar-form {
  border-color: #101010;
}
.navbar-inverse .navbar-nav > .open > a,
.navbar-inverse .navbar-nav > .open > a:hover,
.navbar-inverse .navbar-nav > .open > a:focus {
  background-color: #080808;
  color: #fff;
}
@media (max-width: 540px) {
  .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
    border-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
    color: #9d9d9d;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #fff;
    background-color: transparent;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #fff;
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #444;
    background-color: transparent;
  }
}
.navbar-inverse .navbar-link {
  color: #9d9d9d;
}
.navbar-inverse .navbar-link:hover {
  color: #fff;
}
.navbar-inverse .btn-link {
  color: #9d9d9d;
}
.navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link:focus {
  color: #fff;
}
.navbar-inverse .btn-link[disabled]:hover,
fieldset[disabled] .navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link[disabled]:focus,
fieldset[disabled] .navbar-inverse .btn-link:focus {
  color: #444;
}
.breadcrumb {
  padding: 8px 15px;
  margin-bottom: 18px;
  list-style: none;
  background-color: #f5f5f5;
  border-radius: 2px;
}
.breadcrumb > li {
  display: inline-block;
}
.breadcrumb > li + li:before {
  content: "/\00a0";
  padding: 0 5px;
  color: #5e5e5e;
}
.breadcrumb > .active {
  color: #777777;
}
.pagination {
  display: inline-block;
  padding-left: 0;
  margin: 18px 0;
  border-radius: 2px;
}
.pagination > li {
  display: inline;
}
.pagination > li > a,
.pagination > li > span {
  position: relative;
  float: left;
  padding: 6px 12px;
  line-height: 1.42857143;
  text-decoration: none;
  color: #337ab7;
  background-color: #fff;
  border: 1px solid #ddd;
  margin-left: -1px;
}
.pagination > li:first-child > a,
.pagination > li:first-child > span {
  margin-left: 0;
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.pagination > li:last-child > a,
.pagination > li:last-child > span {
  border-bottom-right-radius: 2px;
  border-top-right-radius: 2px;
}
.pagination > li > a:hover,
.pagination > li > span:hover,
.pagination > li > a:focus,
.pagination > li > span:focus {
  z-index: 2;
  color: #23527c;
  background-color: #eeeeee;
  border-color: #ddd;
}
.pagination > .active > a,
.pagination > .active > span,
.pagination > .active > a:hover,
.pagination > .active > span:hover,
.pagination > .active > a:focus,
.pagination > .active > span:focus {
  z-index: 3;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
  cursor: default;
}
.pagination > .disabled > span,
.pagination > .disabled > span:hover,
.pagination > .disabled > span:focus,
.pagination > .disabled > a,
.pagination > .disabled > a:hover,
.pagination > .disabled > a:focus {
  color: #777777;
  background-color: #fff;
  border-color: #ddd;
  cursor: not-allowed;
}
.pagination-lg > li > a,
.pagination-lg > li > span {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.pagination-lg > li:first-child > a,
.pagination-lg > li:first-child > span {
  border-bottom-left-radius: 3px;
  border-top-left-radius: 3px;
}
.pagination-lg > li:last-child > a,
.pagination-lg > li:last-child > span {
  border-bottom-right-radius: 3px;
  border-top-right-radius: 3px;
}
.pagination-sm > li > a,
.pagination-sm > li > span {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.pagination-sm > li:first-child > a,
.pagination-sm > li:first-child > span {
  border-bottom-left-radius: 1px;
  border-top-left-radius: 1px;
}
.pagination-sm > li:last-child > a,
.pagination-sm > li:last-child > span {
  border-bottom-right-radius: 1px;
  border-top-right-radius: 1px;
}
.pager {
  padding-left: 0;
  margin: 18px 0;
  list-style: none;
  text-align: center;
}
.pager li {
  display: inline;
}
.pager li > a,
.pager li > span {
  display: inline-block;
  padding: 5px 14px;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 15px;
}
.pager li > a:hover,
.pager li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.pager .next > a,
.pager .next > span {
  float: right;
}
.pager .previous > a,
.pager .previous > span {
  float: left;
}
.pager .disabled > a,
.pager .disabled > a:hover,
.pager .disabled > a:focus,
.pager .disabled > span {
  color: #777777;
  background-color: #fff;
  cursor: not-allowed;
}
.label {
  display: inline;
  padding: .2em .6em .3em;
  font-size: 75%;
  font-weight: bold;
  line-height: 1;
  color: #fff;
  text-align: center;
  white-space: nowrap;
  vertical-align: baseline;
  border-radius: .25em;
}
a.label:hover,
a.label:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.label:empty {
  display: none;
}
.btn .label {
  position: relative;
  top: -1px;
}
.label-default {
  background-color: #777777;
}
.label-default[href]:hover,
.label-default[href]:focus {
  background-color: #5e5e5e;
}
.label-primary {
  background-color: #337ab7;
}
.label-primary[href]:hover,
.label-primary[href]:focus {
  background-color: #286090;
}
.label-success {
  background-color: #5cb85c;
}
.label-success[href]:hover,
.label-success[href]:focus {
  background-color: #449d44;
}
.label-info {
  background-color: #5bc0de;
}
.label-info[href]:hover,
.label-info[href]:focus {
  background-color: #31b0d5;
}
.label-warning {
  background-color: #f0ad4e;
}
.label-warning[href]:hover,
.label-warning[href]:focus {
  background-color: #ec971f;
}
.label-danger {
  background-color: #d9534f;
}
.label-danger[href]:hover,
.label-danger[href]:focus {
  background-color: #c9302c;
}
.badge {
  display: inline-block;
  min-width: 10px;
  padding: 3px 7px;
  font-size: 12px;
  font-weight: bold;
  color: #fff;
  line-height: 1;
  vertical-align: middle;
  white-space: nowrap;
  text-align: center;
  background-color: #777777;
  border-radius: 10px;
}
.badge:empty {
  display: none;
}
.btn .badge {
  position: relative;
  top: -1px;
}
.btn-xs .badge,
.btn-group-xs > .btn .badge {
  top: 0;
  padding: 1px 5px;
}
a.badge:hover,
a.badge:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.list-group-item.active > .badge,
.nav-pills > .active > a > .badge {
  color: #337ab7;
  background-color: #fff;
}
.list-group-item > .badge {
  float: right;
}
.list-group-item > .badge + .badge {
  margin-right: 5px;
}
.nav-pills > li > a > .badge {
  margin-left: 3px;
}
.jumbotron {
  padding-top: 30px;
  padding-bottom: 30px;
  margin-bottom: 30px;
  color: inherit;
  background-color: #eeeeee;
}
.jumbotron h1,
.jumbotron .h1 {
  color: inherit;
}
.jumbotron p {
  margin-bottom: 15px;
  font-size: 20px;
  font-weight: 200;
}
.jumbotron > hr {
  border-top-color: #d5d5d5;
}
.container .jumbotron,
.container-fluid .jumbotron {
  border-radius: 3px;
  padding-left: 0px;
  padding-right: 0px;
}
.jumbotron .container {
  max-width: 100%;
}
@media screen and (min-width: 768px) {
  .jumbotron {
    padding-top: 48px;
    padding-bottom: 48px;
  }
  .container .jumbotron,
  .container-fluid .jumbotron {
    padding-left: 60px;
    padding-right: 60px;
  }
  .jumbotron h1,
  .jumbotron .h1 {
    font-size: 59px;
  }
}
.thumbnail {
  display: block;
  padding: 4px;
  margin-bottom: 18px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: border 0.2s ease-in-out;
  -o-transition: border 0.2s ease-in-out;
  transition: border 0.2s ease-in-out;
}
.thumbnail > img,
.thumbnail a > img {
  margin-left: auto;
  margin-right: auto;
}
a.thumbnail:hover,
a.thumbnail:focus,
a.thumbnail.active {
  border-color: #337ab7;
}
.thumbnail .caption {
  padding: 9px;
  color: #000;
}
.alert {
  padding: 15px;
  margin-bottom: 18px;
  border: 1px solid transparent;
  border-radius: 2px;
}
.alert h4 {
  margin-top: 0;
  color: inherit;
}
.alert .alert-link {
  font-weight: bold;
}
.alert > p,
.alert > ul {
  margin-bottom: 0;
}
.alert > p + p {
  margin-top: 5px;
}
.alert-dismissable,
.alert-dismissible {
  padding-right: 35px;
}
.alert-dismissable .close,
.alert-dismissible .close {
  position: relative;
  top: -2px;
  right: -21px;
  color: inherit;
}
.alert-success {
  background-color: #dff0d8;
  border-color: #d6e9c6;
  color: #3c763d;
}
.alert-success hr {
  border-top-color: #c9e2b3;
}
.alert-success .alert-link {
  color: #2b542c;
}
.alert-info {
  background-color: #d9edf7;
  border-color: #bce8f1;
  color: #31708f;
}
.alert-info hr {
  border-top-color: #a6e1ec;
}
.alert-info .alert-link {
  color: #245269;
}
.alert-warning {
  background-color: #fcf8e3;
  border-color: #faebcc;
  color: #8a6d3b;
}
.alert-warning hr {
  border-top-color: #f7e1b5;
}
.alert-warning .alert-link {
  color: #66512c;
}
.alert-danger {
  background-color: #f2dede;
  border-color: #ebccd1;
  color: #a94442;
}
.alert-danger hr {
  border-top-color: #e4b9c0;
}
.alert-danger .alert-link {
  color: #843534;
}
@-webkit-keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
@keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
.progress {
  overflow: hidden;
  height: 18px;
  margin-bottom: 18px;
  background-color: #f5f5f5;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
  box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
}
.progress-bar {
  float: left;
  width: 0%;
  height: 100%;
  font-size: 12px;
  line-height: 18px;
  color: #fff;
  text-align: center;
  background-color: #337ab7;
  -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  -webkit-transition: width 0.6s ease;
  -o-transition: width 0.6s ease;
  transition: width 0.6s ease;
}
.progress-striped .progress-bar,
.progress-bar-striped {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-size: 40px 40px;
}
.progress.active .progress-bar,
.progress-bar.active {
  -webkit-animation: progress-bar-stripes 2s linear infinite;
  -o-animation: progress-bar-stripes 2s linear infinite;
  animation: progress-bar-stripes 2s linear infinite;
}
.progress-bar-success {
  background-color: #5cb85c;
}
.progress-striped .progress-bar-success {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-info {
  background-color: #5bc0de;
}
.progress-striped .progress-bar-info {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-warning {
  background-color: #f0ad4e;
}
.progress-striped .progress-bar-warning {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-danger {
  background-color: #d9534f;
}
.progress-striped .progress-bar-danger {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.media {
  margin-top: 15px;
}
.media:first-child {
  margin-top: 0;
}
.media,
.media-body {
  zoom: 1;
  overflow: hidden;
}
.media-body {
  width: 10000px;
}
.media-object {
  display: block;
}
.media-object.img-thumbnail {
  max-width: none;
}
.media-right,
.media > .pull-right {
  padding-left: 10px;
}
.media-left,
.media > .pull-left {
  padding-right: 10px;
}
.media-left,
.media-right,
.media-body {
  display: table-cell;
  vertical-align: top;
}
.media-middle {
  vertical-align: middle;
}
.media-bottom {
  vertical-align: bottom;
}
.media-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.media-list {
  padding-left: 0;
  list-style: none;
}
.list-group {
  margin-bottom: 20px;
  padding-left: 0;
}
.list-group-item {
  position: relative;
  display: block;
  padding: 10px 15px;
  margin-bottom: -1px;
  background-color: #fff;
  border: 1px solid #ddd;
}
.list-group-item:first-child {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
}
.list-group-item:last-child {
  margin-bottom: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
a.list-group-item,
button.list-group-item {
  color: #555;
}
a.list-group-item .list-group-item-heading,
button.list-group-item .list-group-item-heading {
  color: #333;
}
a.list-group-item:hover,
button.list-group-item:hover,
a.list-group-item:focus,
button.list-group-item:focus {
  text-decoration: none;
  color: #555;
  background-color: #f5f5f5;
}
button.list-group-item {
  width: 100%;
  text-align: left;
}
.list-group-item.disabled,
.list-group-item.disabled:hover,
.list-group-item.disabled:focus {
  background-color: #eeeeee;
  color: #777777;
  cursor: not-allowed;
}
.list-group-item.disabled .list-group-item-heading,
.list-group-item.disabled:hover .list-group-item-heading,
.list-group-item.disabled:focus .list-group-item-heading {
  color: inherit;
}
.list-group-item.disabled .list-group-item-text,
.list-group-item.disabled:hover .list-group-item-text,
.list-group-item.disabled:focus .list-group-item-text {
  color: #777777;
}
.list-group-item.active,
.list-group-item.active:hover,
.list-group-item.active:focus {
  z-index: 2;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.list-group-item.active .list-group-item-heading,
.list-group-item.active:hover .list-group-item-heading,
.list-group-item.active:focus .list-group-item-heading,
.list-group-item.active .list-group-item-heading > small,
.list-group-item.active:hover .list-group-item-heading > small,
.list-group-item.active:focus .list-group-item-heading > small,
.list-group-item.active .list-group-item-heading > .small,
.list-group-item.active:hover .list-group-item-heading > .small,
.list-group-item.active:focus .list-group-item-heading > .small {
  color: inherit;
}
.list-group-item.active .list-group-item-text,
.list-group-item.active:hover .list-group-item-text,
.list-group-item.active:focus .list-group-item-text {
  color: #c7ddef;
}
.list-group-item-success {
  color: #3c763d;
  background-color: #dff0d8;
}
a.list-group-item-success,
button.list-group-item-success {
  color: #3c763d;
}
a.list-group-item-success .list-group-item-heading,
button.list-group-item-success .list-group-item-heading {
  color: inherit;
}
a.list-group-item-success:hover,
button.list-group-item-success:hover,
a.list-group-item-success:focus,
button.list-group-item-success:focus {
  color: #3c763d;
  background-color: #d0e9c6;
}
a.list-group-item-success.active,
button.list-group-item-success.active,
a.list-group-item-success.active:hover,
button.list-group-item-success.active:hover,
a.list-group-item-success.active:focus,
button.list-group-item-success.active:focus {
  color: #fff;
  background-color: #3c763d;
  border-color: #3c763d;
}
.list-group-item-info {
  color: #31708f;
  background-color: #d9edf7;
}
a.list-group-item-info,
button.list-group-item-info {
  color: #31708f;
}
a.list-group-item-info .list-group-item-heading,
button.list-group-item-info .list-group-item-heading {
  color: inherit;
}
a.list-group-item-info:hover,
button.list-group-item-info:hover,
a.list-group-item-info:focus,
button.list-group-item-info:focus {
  color: #31708f;
  background-color: #c4e3f3;
}
a.list-group-item-info.active,
button.list-group-item-info.active,
a.list-group-item-info.active:hover,
button.list-group-item-info.active:hover,
a.list-group-item-info.active:focus,
button.list-group-item-info.active:focus {
  color: #fff;
  background-color: #31708f;
  border-color: #31708f;
}
.list-group-item-warning {
  color: #8a6d3b;
  background-color: #fcf8e3;
}
a.list-group-item-warning,
button.list-group-item-warning {
  color: #8a6d3b;
}
a.list-group-item-warning .list-group-item-heading,
button.list-group-item-warning .list-group-item-heading {
  color: inherit;
}
a.list-group-item-warning:hover,
button.list-group-item-warning:hover,
a.list-group-item-warning:focus,
button.list-group-item-warning:focus {
  color: #8a6d3b;
  background-color: #faf2cc;
}
a.list-group-item-warning.active,
button.list-group-item-warning.active,
a.list-group-item-warning.active:hover,
button.list-group-item-warning.active:hover,
a.list-group-item-warning.active:focus,
button.list-group-item-warning.active:focus {
  color: #fff;
  background-color: #8a6d3b;
  border-color: #8a6d3b;
}
.list-group-item-danger {
  color: #a94442;
  background-color: #f2dede;
}
a.list-group-item-danger,
button.list-group-item-danger {
  color: #a94442;
}
a.list-group-item-danger .list-group-item-heading,
button.list-group-item-danger .list-group-item-heading {
  color: inherit;
}
a.list-group-item-danger:hover,
button.list-group-item-danger:hover,
a.list-group-item-danger:focus,
button.list-group-item-danger:focus {
  color: #a94442;
  background-color: #ebcccc;
}
a.list-group-item-danger.active,
button.list-group-item-danger.active,
a.list-group-item-danger.active:hover,
button.list-group-item-danger.active:hover,
a.list-group-item-danger.active:focus,
button.list-group-item-danger.active:focus {
  color: #fff;
  background-color: #a94442;
  border-color: #a94442;
}
.list-group-item-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.list-group-item-text {
  margin-bottom: 0;
  line-height: 1.3;
}
.panel {
  margin-bottom: 18px;
  background-color: #fff;
  border: 1px solid transparent;
  border-radius: 2px;
  -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
}
.panel-body {
  padding: 15px;
}
.panel-heading {
  padding: 10px 15px;
  border-bottom: 1px solid transparent;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel-heading > .dropdown .dropdown-toggle {
  color: inherit;
}
.panel-title {
  margin-top: 0;
  margin-bottom: 0;
  font-size: 15px;
  color: inherit;
}
.panel-title > a,
.panel-title > small,
.panel-title > .small,
.panel-title > small > a,
.panel-title > .small > a {
  color: inherit;
}
.panel-footer {
  padding: 10px 15px;
  background-color: #f5f5f5;
  border-top: 1px solid #ddd;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .list-group,
.panel > .panel-collapse > .list-group {
  margin-bottom: 0;
}
.panel > .list-group .list-group-item,
.panel > .panel-collapse > .list-group .list-group-item {
  border-width: 1px 0;
  border-radius: 0;
}
.panel > .list-group:first-child .list-group-item:first-child,
.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
  border-top: 0;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .list-group:last-child .list-group-item:last-child,
.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
  border-bottom: 0;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.panel-heading + .list-group .list-group-item:first-child {
  border-top-width: 0;
}
.list-group + .panel-footer {
  border-top-width: 0;
}
.panel > .table,
.panel > .table-responsive > .table,
.panel > .panel-collapse > .table {
  margin-bottom: 0;
}
.panel > .table caption,
.panel > .table-responsive > .table caption,
.panel > .panel-collapse > .table caption {
  padding-left: 15px;
  padding-right: 15px;
}
.panel > .table:first-child,
.panel > .table-responsive:first-child > .table:first-child {
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
  border-top-left-radius: 1px;
  border-top-right-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
  border-top-right-radius: 1px;
}
.panel > .table:last-child,
.panel > .table-responsive:last-child > .table:last-child {
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
  border-bottom-left-radius: 1px;
  border-bottom-right-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
  border-bottom-right-radius: 1px;
}
.panel > .panel-body + .table,
.panel > .panel-body + .table-responsive,
.panel > .table + .panel-body,
.panel > .table-responsive + .panel-body {
  border-top: 1px solid #ddd;
}
.panel > .table > tbody:first-child > tr:first-child th,
.panel > .table > tbody:first-child > tr:first-child td {
  border-top: 0;
}
.panel > .table-bordered,
.panel > .table-responsive > .table-bordered {
  border: 0;
}
.panel > .table-bordered > thead > tr > th:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
.panel > .table-bordered > tbody > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
.panel > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-bordered > thead > tr > td:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
.panel > .table-bordered > tbody > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
.panel > .table-bordered > tfoot > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
  border-left: 0;
}
.panel > .table-bordered > thead > tr > th:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
.panel > .table-bordered > tbody > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
.panel > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-bordered > thead > tr > td:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
.panel > .table-bordered > tbody > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
.panel > .table-bordered > tfoot > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
  border-right: 0;
}
.panel > .table-bordered > thead > tr:first-child > td,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
.panel > .table-bordered > tbody > tr:first-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
.panel > .table-bordered > thead > tr:first-child > th,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
.panel > .table-bordered > tbody > tr:first-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
  border-bottom: 0;
}
.panel > .table-bordered > tbody > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
.panel > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-bordered > tbody > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
.panel > .table-bordered > tfoot > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
  border-bottom: 0;
}
.panel > .table-responsive {
  border: 0;
  margin-bottom: 0;
}
.panel-group {
  margin-bottom: 18px;
}
.panel-group .panel {
  margin-bottom: 0;
  border-radius: 2px;
}
.panel-group .panel + .panel {
  margin-top: 5px;
}
.panel-group .panel-heading {
  border-bottom: 0;
}
.panel-group .panel-heading + .panel-collapse > .panel-body,
.panel-group .panel-heading + .panel-collapse > .list-group {
  border-top: 1px solid #ddd;
}
.panel-group .panel-footer {
  border-top: 0;
}
.panel-group .panel-footer + .panel-collapse .panel-body {
  border-bottom: 1px solid #ddd;
}
.panel-default {
  border-color: #ddd;
}
.panel-default > .panel-heading {
  color: #333333;
  background-color: #f5f5f5;
  border-color: #ddd;
}
.panel-default > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ddd;
}
.panel-default > .panel-heading .badge {
  color: #f5f5f5;
  background-color: #333333;
}
.panel-default > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ddd;
}
.panel-primary {
  border-color: #337ab7;
}
.panel-primary > .panel-heading {
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.panel-primary > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #337ab7;
}
.panel-primary > .panel-heading .badge {
  color: #337ab7;
  background-color: #fff;
}
.panel-primary > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #337ab7;
}
.panel-success {
  border-color: #d6e9c6;
}
.panel-success > .panel-heading {
  color: #3c763d;
  background-color: #dff0d8;
  border-color: #d6e9c6;
}
.panel-success > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #d6e9c6;
}
.panel-success > .panel-heading .badge {
  color: #dff0d8;
  background-color: #3c763d;
}
.panel-success > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #d6e9c6;
}
.panel-info {
  border-color: #bce8f1;
}
.panel-info > .panel-heading {
  color: #31708f;
  background-color: #d9edf7;
  border-color: #bce8f1;
}
.panel-info > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #bce8f1;
}
.panel-info > .panel-heading .badge {
  color: #d9edf7;
  background-color: #31708f;
}
.panel-info > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #bce8f1;
}
.panel-warning {
  border-color: #faebcc;
}
.panel-warning > .panel-heading {
  color: #8a6d3b;
  background-color: #fcf8e3;
  border-color: #faebcc;
}
.panel-warning > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #faebcc;
}
.panel-warning > .panel-heading .badge {
  color: #fcf8e3;
  background-color: #8a6d3b;
}
.panel-warning > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #faebcc;
}
.panel-danger {
  border-color: #ebccd1;
}
.panel-danger > .panel-heading {
  color: #a94442;
  background-color: #f2dede;
  border-color: #ebccd1;
}
.panel-danger > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ebccd1;
}
.panel-danger > .panel-heading .badge {
  color: #f2dede;
  background-color: #a94442;
}
.panel-danger > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ebccd1;
}
.embed-responsive {
  position: relative;
  display: block;
  height: 0;
  padding: 0;
  overflow: hidden;
}
.embed-responsive .embed-responsive-item,
.embed-responsive iframe,
.embed-responsive embed,
.embed-responsive object,
.embed-responsive video {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  height: 100%;
  width: 100%;
  border: 0;
}
.embed-responsive-16by9 {
  padding-bottom: 56.25%;
}
.embed-responsive-4by3 {
  padding-bottom: 75%;
}
.well {
  min-height: 20px;
  padding: 19px;
  margin-bottom: 20px;
  background-color: #f5f5f5;
  border: 1px solid #e3e3e3;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
}
.well blockquote {
  border-color: #ddd;
  border-color: rgba(0, 0, 0, 0.15);
}
.well-lg {
  padding: 24px;
  border-radius: 3px;
}
.well-sm {
  padding: 9px;
  border-radius: 1px;
}
.close {
  float: right;
  font-size: 19.5px;
  font-weight: bold;
  line-height: 1;
  color: #000;
  text-shadow: 0 1px 0 #fff;
  opacity: 0.2;
  filter: alpha(opacity=20);
}
.close:hover,
.close:focus {
  color: #000;
  text-decoration: none;
  cursor: pointer;
  opacity: 0.5;
  filter: alpha(opacity=50);
}
button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
}
.modal-open {
  overflow: hidden;
}
.modal {
  display: none;
  overflow: hidden;
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1050;
  -webkit-overflow-scrolling: touch;
  outline: 0;
}
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, -25%);
  -ms-transform: translate(0, -25%);
  -o-transform: translate(0, -25%);
  transform: translate(0, -25%);
  -webkit-transition: -webkit-transform 0.3s ease-out;
  -moz-transition: -moz-transform 0.3s ease-out;
  -o-transition: -o-transform 0.3s ease-out;
  transition: transform 0.3s ease-out;
}
.modal.in .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
.modal-open .modal {
  overflow-x: hidden;
  overflow-y: auto;
}
.modal-dialog {
  position: relative;
  width: auto;
  margin: 10px;
}
.modal-content {
  position: relative;
  background-color: #fff;
  border: 1px solid #999;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  background-clip: padding-box;
  outline: 0;
}
.modal-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1040;
  background-color: #000;
}
.modal-backdrop.fade {
  opacity: 0;
  filter: alpha(opacity=0);
}
.modal-backdrop.in {
  opacity: 0.5;
  filter: alpha(opacity=50);
}
.modal-header {
  padding: 15px;
  border-bottom: 1px solid #e5e5e5;
}
.modal-header .close {
  margin-top: -2px;
}
.modal-title {
  margin: 0;
  line-height: 1.42857143;
}
.modal-body {
  position: relative;
  padding: 15px;
}
.modal-footer {
  padding: 15px;
  text-align: right;
  border-top: 1px solid #e5e5e5;
}
.modal-footer .btn + .btn {
  margin-left: 5px;
  margin-bottom: 0;
}
.modal-footer .btn-group .btn + .btn {
  margin-left: -1px;
}
.modal-footer .btn-block + .btn-block {
  margin-left: 0;
}
.modal-scrollbar-measure {
  position: absolute;
  top: -9999px;
  width: 50px;
  height: 50px;
  overflow: scroll;
}
@media (min-width: 768px) {
  .modal-dialog {
    width: 600px;
    margin: 30px auto;
  }
  .modal-content {
    -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
    box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
  }
  .modal-sm {
    width: 300px;
  }
}
@media (min-width: 992px) {
  .modal-lg {
    width: 900px;
  }
}
.tooltip {
  position: absolute;
  z-index: 1070;
  display: block;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 12px;
  opacity: 0;
  filter: alpha(opacity=0);
}
.tooltip.in {
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.tooltip.top {
  margin-top: -3px;
  padding: 5px 0;
}
.tooltip.right {
  margin-left: 3px;
  padding: 0 5px;
}
.tooltip.bottom {
  margin-top: 3px;
  padding: 5px 0;
}
.tooltip.left {
  margin-left: -3px;
  padding: 0 5px;
}
.tooltip-inner {
  max-width: 200px;
  padding: 3px 8px;
  color: #fff;
  text-align: center;
  background-color: #000;
  border-radius: 2px;
}
.tooltip-arrow {
  position: absolute;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.tooltip.top .tooltip-arrow {
  bottom: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-left .tooltip-arrow {
  bottom: 0;
  right: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-right .tooltip-arrow {
  bottom: 0;
  left: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.right .tooltip-arrow {
  top: 50%;
  left: 0;
  margin-top: -5px;
  border-width: 5px 5px 5px 0;
  border-right-color: #000;
}
.tooltip.left .tooltip-arrow {
  top: 50%;
  right: 0;
  margin-top: -5px;
  border-width: 5px 0 5px 5px;
  border-left-color: #000;
}
.tooltip.bottom .tooltip-arrow {
  top: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-left .tooltip-arrow {
  top: 0;
  right: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-right .tooltip-arrow {
  top: 0;
  left: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.popover {
  position: absolute;
  top: 0;
  left: 0;
  z-index: 1060;
  display: none;
  max-width: 276px;
  padding: 1px;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 13px;
  background-color: #fff;
  background-clip: padding-box;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
  box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
}
.popover.top {
  margin-top: -10px;
}
.popover.right {
  margin-left: 10px;
}
.popover.bottom {
  margin-top: 10px;
}
.popover.left {
  margin-left: -10px;
}
.popover-title {
  margin: 0;
  padding: 8px 14px;
  font-size: 13px;
  background-color: #f7f7f7;
  border-bottom: 1px solid #ebebeb;
  border-radius: 2px 2px 0 0;
}
.popover-content {
  padding: 9px 14px;
}
.popover > .arrow,
.popover > .arrow:after {
  position: absolute;
  display: block;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.popover > .arrow {
  border-width: 11px;
}
.popover > .arrow:after {
  border-width: 10px;
  content: "";
}
.popover.top > .arrow {
  left: 50%;
  margin-left: -11px;
  border-bottom-width: 0;
  border-top-color: #999999;
  border-top-color: rgba(0, 0, 0, 0.25);
  bottom: -11px;
}
.popover.top > .arrow:after {
  content: " ";
  bottom: 1px;
  margin-left: -10px;
  border-bottom-width: 0;
  border-top-color: #fff;
}
.popover.right > .arrow {
  top: 50%;
  left: -11px;
  margin-top: -11px;
  border-left-width: 0;
  border-right-color: #999999;
  border-right-color: rgba(0, 0, 0, 0.25);
}
.popover.right > .arrow:after {
  content: " ";
  left: 1px;
  bottom: -10px;
  border-left-width: 0;
  border-right-color: #fff;
}
.popover.bottom > .arrow {
  left: 50%;
  margin-left: -11px;
  border-top-width: 0;
  border-bottom-color: #999999;
  border-bottom-color: rgba(0, 0, 0, 0.25);
  top: -11px;
}
.popover.bottom > .arrow:after {
  content: " ";
  top: 1px;
  margin-left: -10px;
  border-top-width: 0;
  border-bottom-color: #fff;
}
.popover.left > .arrow {
  top: 50%;
  right: -11px;
  margin-top: -11px;
  border-right-width: 0;
  border-left-color: #999999;
  border-left-color: rgba(0, 0, 0, 0.25);
}
.popover.left > .arrow:after {
  content: " ";
  right: 1px;
  border-right-width: 0;
  border-left-color: #fff;
  bottom: -10px;
}
.carousel {
  position: relative;
}
.carousel-inner {
  position: relative;
  overflow: hidden;
  width: 100%;
}
.carousel-inner > .item {
  display: none;
  position: relative;
  -webkit-transition: 0.6s ease-in-out left;
  -o-transition: 0.6s ease-in-out left;
  transition: 0.6s ease-in-out left;
}
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  line-height: 1;
}
@media all and (transform-3d), (-webkit-transform-3d) {
  .carousel-inner > .item {
    -webkit-transition: -webkit-transform 0.6s ease-in-out;
    -moz-transition: -moz-transform 0.6s ease-in-out;
    -o-transition: -o-transform 0.6s ease-in-out;
    transition: transform 0.6s ease-in-out;
    -webkit-backface-visibility: hidden;
    -moz-backface-visibility: hidden;
    backface-visibility: hidden;
    -webkit-perspective: 1000px;
    -moz-perspective: 1000px;
    perspective: 1000px;
  }
  .carousel-inner > .item.next,
  .carousel-inner > .item.active.right {
    -webkit-transform: translate3d(100%, 0, 0);
    transform: translate3d(100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.prev,
  .carousel-inner > .item.active.left {
    -webkit-transform: translate3d(-100%, 0, 0);
    transform: translate3d(-100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.next.left,
  .carousel-inner > .item.prev.right,
  .carousel-inner > .item.active {
    -webkit-transform: translate3d(0, 0, 0);
    transform: translate3d(0, 0, 0);
    left: 0;
  }
}
.carousel-inner > .active,
.carousel-inner > .next,
.carousel-inner > .prev {
  display: block;
}
.carousel-inner > .active {
  left: 0;
}
.carousel-inner > .next,
.carousel-inner > .prev {
  position: absolute;
  top: 0;
  width: 100%;
}
.carousel-inner > .next {
  left: 100%;
}
.carousel-inner > .prev {
  left: -100%;
}
.carousel-inner > .next.left,
.carousel-inner > .prev.right {
  left: 0;
}
.carousel-inner > .active.left {
  left: -100%;
}
.carousel-inner > .active.right {
  left: 100%;
}
.carousel-control {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  width: 15%;
  opacity: 0.5;
  filter: alpha(opacity=50);
  font-size: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
  background-color: rgba(0, 0, 0, 0);
}
.carousel-control.left {
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
}
.carousel-control.right {
  left: auto;
  right: 0;
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
}
.carousel-control:hover,
.carousel-control:focus {
  outline: 0;
  color: #fff;
  text-decoration: none;
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.carousel-control .icon-prev,
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right {
  position: absolute;
  top: 50%;
  margin-top: -10px;
  z-index: 5;
  display: inline-block;
}
.carousel-control .icon-prev,
.carousel-control .glyphicon-chevron-left {
  left: 50%;
  margin-left: -10px;
}
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-right {
  right: 50%;
  margin-right: -10px;
}
.carousel-control .icon-prev,
.carousel-control .icon-next {
  width: 20px;
  height: 20px;
  line-height: 1;
  font-family: serif;
}
.carousel-control .icon-prev:before {
  content: '\2039';
}
.carousel-control .icon-next:before {
  content: '\203a';
}
.carousel-indicators {
  position: absolute;
  bottom: 10px;
  left: 50%;
  z-index: 15;
  width: 60%;
  margin-left: -30%;
  padding-left: 0;
  list-style: none;
  text-align: center;
}
.carousel-indicators li {
  display: inline-block;
  width: 10px;
  height: 10px;
  margin: 1px;
  text-indent: -999px;
  border: 1px solid #fff;
  border-radius: 10px;
  cursor: pointer;
  background-color: #000 \9;
  background-color: rgba(0, 0, 0, 0);
}
.carousel-indicators .active {
  margin: 0;
  width: 12px;
  height: 12px;
  background-color: #fff;
}
.carousel-caption {
  position: absolute;
  left: 15%;
  right: 15%;
  bottom: 20px;
  z-index: 10;
  padding-top: 20px;
  padding-bottom: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
}
.carousel-caption .btn {
  text-shadow: none;
}
@media screen and (min-width: 768px) {
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-prev,
  .carousel-control .icon-next {
    width: 30px;
    height: 30px;
    margin-top: -10px;
    font-size: 30px;
  }
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .icon-prev {
    margin-left: -10px;
  }
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-next {
    margin-right: -10px;
  }
  .carousel-caption {
    left: 20%;
    right: 20%;
    padding-bottom: 30px;
  }
  .carousel-indicators {
    bottom: 20px;
  }
}
.clearfix:before,
.clearfix:after,
.dl-horizontal dd:before,
.dl-horizontal dd:after,
.container:before,
.container:after,
.container-fluid:before,
.container-fluid:after,
.row:before,
.row:after,
.form-horizontal .form-group:before,
.form-horizontal .form-group:after,
.btn-toolbar:before,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:before,
.btn-group-vertical > .btn-group:after,
.nav:before,
.nav:after,
.navbar:before,
.navbar:after,
.navbar-header:before,
.navbar-header:after,
.navbar-collapse:before,
.navbar-collapse:after,
.pager:before,
.pager:after,
.panel-body:before,
.panel-body:after,
.modal-header:before,
.modal-header:after,
.modal-footer:before,
.modal-footer:after,
.item_buttons:before,
.item_buttons:after {
  content: " ";
  display: table;
}
.clearfix:after,
.dl-horizontal dd:after,
.container:after,
.container-fluid:after,
.row:after,
.form-horizontal .form-group:after,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:after,
.nav:after,
.navbar:after,
.navbar-header:after,
.navbar-collapse:after,
.pager:after,
.panel-body:after,
.modal-header:after,
.modal-footer:after,
.item_buttons:after {
  clear: both;
}
.center-block {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.pull-right {
  float: right !important;
}
.pull-left {
  float: left !important;
}
.hide {
  display: none !important;
}
.show {
  display: block !important;
}
.invisible {
  visibility: hidden;
}
.text-hide {
  font: 0/0 a;
  color: transparent;
  text-shadow: none;
  background-color: transparent;
  border: 0;
}
.hidden {
  display: none !important;
}
.affix {
  position: fixed;
}
@-ms-viewport {
  width: device-width;
}
.visible-xs,
.visible-sm,
.visible-md,
.visible-lg {
  display: none !important;
}
.visible-xs-block,
.visible-xs-inline,
.visible-xs-inline-block,
.visible-sm-block,
.visible-sm-inline,
.visible-sm-inline-block,
.visible-md-block,
.visible-md-inline,
.visible-md-inline-block,
.visible-lg-block,
.visible-lg-inline,
.visible-lg-inline-block {
  display: none !important;
}
@media (max-width: 767px) {
  .visible-xs {
    display: block !important;
  }
  table.visible-xs {
    display: table !important;
  }
  tr.visible-xs {
    display: table-row !important;
  }
  th.visible-xs,
  td.visible-xs {
    display: table-cell !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-block {
    display: block !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline {
    display: inline !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm {
    display: block !important;
  }
  table.visible-sm {
    display: table !important;
  }
  tr.visible-sm {
    display: table-row !important;
  }
  th.visible-sm,
  td.visible-sm {
    display: table-cell !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-block {
    display: block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline {
    display: inline !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md {
    display: block !important;
  }
  table.visible-md {
    display: table !important;
  }
  tr.visible-md {
    display: table-row !important;
  }
  th.visible-md,
  td.visible-md {
    display: table-cell !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-block {
    display: block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline {
    display: inline !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg {
    display: block !important;
  }
  table.visible-lg {
    display: table !important;
  }
  tr.visible-lg {
    display: table-row !important;
  }
  th.visible-lg,
  td.visible-lg {
    display: table-cell !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-block {
    display: block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline {
    display: inline !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline-block {
    display: inline-block !important;
  }
}
@media (max-width: 767px) {
  .hidden-xs {
    display: none !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .hidden-sm {
    display: none !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .hidden-md {
    display: none !important;
  }
}
@media (min-width: 1200px) {
  .hidden-lg {
    display: none !important;
  }
}
.visible-print {
  display: none !important;
}
@media print {
  .visible-print {
    display: block !important;
  }
  table.visible-print {
    display: table !important;
  }
  tr.visible-print {
    display: table-row !important;
  }
  th.visible-print,
  td.visible-print {
    display: table-cell !important;
  }
}
.visible-print-block {
  display: none !important;
}
@media print {
  .visible-print-block {
    display: block !important;
  }
}
.visible-print-inline {
  display: none !important;
}
@media print {
  .visible-print-inline {
    display: inline !important;
  }
}
.visible-print-inline-block {
  display: none !important;
}
@media print {
  .visible-print-inline-block {
    display: inline-block !important;
  }
}
@media print {
  .hidden-print {
    display: none !important;
  }
}
/*!
*
* Font Awesome
*
*/
/*!
 *  Font Awesome 4.7.0 by @davegandy - http://fontawesome.io - @fontawesome
 *  License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
 */
/* FONT PATH
 * -------------------------- */
@font-face {
  font-family: 'FontAwesome';
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.7.0');
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.7.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff2?v=4.7.0') format('woff2'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.7.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.7.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.7.0#fontawesomeregular') format('svg');
  font-weight: normal;
  font-style: normal;
}
.fa {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
/* makes the font 33% larger relative to the icon container */
.fa-lg {
  font-size: 1.33333333em;
  line-height: 0.75em;
  vertical-align: -15%;
}
.fa-2x {
  font-size: 2em;
}
.fa-3x {
  font-size: 3em;
}
.fa-4x {
  font-size: 4em;
}
.fa-5x {
  font-size: 5em;
}
.fa-fw {
  width: 1.28571429em;
  text-align: center;
}
.fa-ul {
  padding-left: 0;
  margin-left: 2.14285714em;
  list-style-type: none;
}
.fa-ul > li {
  position: relative;
}
.fa-li {
  position: absolute;
  left: -2.14285714em;
  width: 2.14285714em;
  top: 0.14285714em;
  text-align: center;
}
.fa-li.fa-lg {
  left: -1.85714286em;
}
.fa-border {
  padding: .2em .25em .15em;
  border: solid 0.08em #eee;
  border-radius: .1em;
}
.fa-pull-left {
  float: left;
}
.fa-pull-right {
  float: right;
}
.fa.fa-pull-left {
  margin-right: .3em;
}
.fa.fa-pull-right {
  margin-left: .3em;
}
/* Deprecated as of 4.4.0 */
.pull-right {
  float: right;
}
.pull-left {
  float: left;
}
.fa.pull-left {
  margin-right: .3em;
}
.fa.pull-right {
  margin-left: .3em;
}
.fa-spin {
  -webkit-animation: fa-spin 2s infinite linear;
  animation: fa-spin 2s infinite linear;
}
.fa-pulse {
  -webkit-animation: fa-spin 1s infinite steps(8);
  animation: fa-spin 1s infinite steps(8);
}
@-webkit-keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
@keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
.fa-rotate-90 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=1)";
  -webkit-transform: rotate(90deg);
  -ms-transform: rotate(90deg);
  transform: rotate(90deg);
}
.fa-rotate-180 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2)";
  -webkit-transform: rotate(180deg);
  -ms-transform: rotate(180deg);
  transform: rotate(180deg);
}
.fa-rotate-270 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=3)";
  -webkit-transform: rotate(270deg);
  -ms-transform: rotate(270deg);
  transform: rotate(270deg);
}
.fa-flip-horizontal {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1)";
  -webkit-transform: scale(-1, 1);
  -ms-transform: scale(-1, 1);
  transform: scale(-1, 1);
}
.fa-flip-vertical {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1)";
  -webkit-transform: scale(1, -1);
  -ms-transform: scale(1, -1);
  transform: scale(1, -1);
}
:root .fa-rotate-90,
:root .fa-rotate-180,
:root .fa-rotate-270,
:root .fa-flip-horizontal,
:root .fa-flip-vertical {
  filter: none;
}
.fa-stack {
  position: relative;
  display: inline-block;
  width: 2em;
  height: 2em;
  line-height: 2em;
  vertical-align: middle;
}
.fa-stack-1x,
.fa-stack-2x {
  position: absolute;
  left: 0;
  width: 100%;
  text-align: center;
}
.fa-stack-1x {
  line-height: inherit;
}
.fa-stack-2x {
  font-size: 2em;
}
.fa-inverse {
  color: #fff;
}
/* Font Awesome uses the Unicode Private Use Area (PUA) to ensure screen
   readers do not read off random characters that represent icons */
.fa-glass:before {
  content: "\f000";
}
.fa-music:before {
  content: "\f001";
}
.fa-search:before {
  content: "\f002";
}
.fa-envelope-o:before {
  content: "\f003";
}
.fa-heart:before {
  content: "\f004";
}
.fa-star:before {
  content: "\f005";
}
.fa-star-o:before {
  content: "\f006";
}
.fa-user:before {
  content: "\f007";
}
.fa-film:before {
  content: "\f008";
}
.fa-th-large:before {
  content: "\f009";
}
.fa-th:before {
  content: "\f00a";
}
.fa-th-list:before {
  content: "\f00b";
}
.fa-check:before {
  content: "\f00c";
}
.fa-remove:before,
.fa-close:before,
.fa-times:before {
  content: "\f00d";
}
.fa-search-plus:before {
  content: "\f00e";
}
.fa-search-minus:before {
  content: "\f010";
}
.fa-power-off:before {
  content: "\f011";
}
.fa-signal:before {
  content: "\f012";
}
.fa-gear:before,
.fa-cog:before {
  content: "\f013";
}
.fa-trash-o:before {
  content: "\f014";
}
.fa-home:before {
  content: "\f015";
}
.fa-file-o:before {
  content: "\f016";
}
.fa-clock-o:before {
  content: "\f017";
}
.fa-road:before {
  content: "\f018";
}
.fa-download:before {
  content: "\f019";
}
.fa-arrow-circle-o-down:before {
  content: "\f01a";
}
.fa-arrow-circle-o-up:before {
  content: "\f01b";
}
.fa-inbox:before {
  content: "\f01c";
}
.fa-play-circle-o:before {
  content: "\f01d";
}
.fa-rotate-right:before,
.fa-repeat:before {
  content: "\f01e";
}
.fa-refresh:before {
  content: "\f021";
}
.fa-list-alt:before {
  content: "\f022";
}
.fa-lock:before {
  content: "\f023";
}
.fa-flag:before {
  content: "\f024";
}
.fa-headphones:before {
  content: "\f025";
}
.fa-volume-off:before {
  content: "\f026";
}
.fa-volume-down:before {
  content: "\f027";
}
.fa-volume-up:before {
  content: "\f028";
}
.fa-qrcode:before {
  content: "\f029";
}
.fa-barcode:before {
  content: "\f02a";
}
.fa-tag:before {
  content: "\f02b";
}
.fa-tags:before {
  content: "\f02c";
}
.fa-book:before {
  content: "\f02d";
}
.fa-bookmark:before {
  content: "\f02e";
}
.fa-print:before {
  content: "\f02f";
}
.fa-camera:before {
  content: "\f030";
}
.fa-font:before {
  content: "\f031";
}
.fa-bold:before {
  content: "\f032";
}
.fa-italic:before {
  content: "\f033";
}
.fa-text-height:before {
  content: "\f034";
}
.fa-text-width:before {
  content: "\f035";
}
.fa-align-left:before {
  content: "\f036";
}
.fa-align-center:before {
  content: "\f037";
}
.fa-align-right:before {
  content: "\f038";
}
.fa-align-justify:before {
  content: "\f039";
}
.fa-list:before {
  content: "\f03a";
}
.fa-dedent:before,
.fa-outdent:before {
  content: "\f03b";
}
.fa-indent:before {
  content: "\f03c";
}
.fa-video-camera:before {
  content: "\f03d";
}
.fa-photo:before,
.fa-image:before,
.fa-picture-o:before {
  content: "\f03e";
}
.fa-pencil:before {
  content: "\f040";
}
.fa-map-marker:before {
  content: "\f041";
}
.fa-adjust:before {
  content: "\f042";
}
.fa-tint:before {
  content: "\f043";
}
.fa-edit:before,
.fa-pencil-square-o:before {
  content: "\f044";
}
.fa-share-square-o:before {
  content: "\f045";
}
.fa-check-square-o:before {
  content: "\f046";
}
.fa-arrows:before {
  content: "\f047";
}
.fa-step-backward:before {
  content: "\f048";
}
.fa-fast-backward:before {
  content: "\f049";
}
.fa-backward:before {
  content: "\f04a";
}
.fa-play:before {
  content: "\f04b";
}
.fa-pause:before {
  content: "\f04c";
}
.fa-stop:before {
  content: "\f04d";
}
.fa-forward:before {
  content: "\f04e";
}
.fa-fast-forward:before {
  content: "\f050";
}
.fa-step-forward:before {
  content: "\f051";
}
.fa-eject:before {
  content: "\f052";
}
.fa-chevron-left:before {
  content: "\f053";
}
.fa-chevron-right:before {
  content: "\f054";
}
.fa-plus-circle:before {
  content: "\f055";
}
.fa-minus-circle:before {
  content: "\f056";
}
.fa-times-circle:before {
  content: "\f057";
}
.fa-check-circle:before {
  content: "\f058";
}
.fa-question-circle:before {
  content: "\f059";
}
.fa-info-circle:before {
  content: "\f05a";
}
.fa-crosshairs:before {
  content: "\f05b";
}
.fa-times-circle-o:before {
  content: "\f05c";
}
.fa-check-circle-o:before {
  content: "\f05d";
}
.fa-ban:before {
  content: "\f05e";
}
.fa-arrow-left:before {
  content: "\f060";
}
.fa-arrow-right:before {
  content: "\f061";
}
.fa-arrow-up:before {
  content: "\f062";
}
.fa-arrow-down:before {
  content: "\f063";
}
.fa-mail-forward:before,
.fa-share:before {
  content: "\f064";
}
.fa-expand:before {
  content: "\f065";
}
.fa-compress:before {
  content: "\f066";
}
.fa-plus:before {
  content: "\f067";
}
.fa-minus:before {
  content: "\f068";
}
.fa-asterisk:before {
  content: "\f069";
}
.fa-exclamation-circle:before {
  content: "\f06a";
}
.fa-gift:before {
  content: "\f06b";
}
.fa-leaf:before {
  content: "\f06c";
}
.fa-fire:before {
  content: "\f06d";
}
.fa-eye:before {
  content: "\f06e";
}
.fa-eye-slash:before {
  content: "\f070";
}
.fa-warning:before,
.fa-exclamation-triangle:before {
  content: "\f071";
}
.fa-plane:before {
  content: "\f072";
}
.fa-calendar:before {
  content: "\f073";
}
.fa-random:before {
  content: "\f074";
}
.fa-comment:before {
  content: "\f075";
}
.fa-magnet:before {
  content: "\f076";
}
.fa-chevron-up:before {
  content: "\f077";
}
.fa-chevron-down:before {
  content: "\f078";
}
.fa-retweet:before {
  content: "\f079";
}
.fa-shopping-cart:before {
  content: "\f07a";
}
.fa-folder:before {
  content: "\f07b";
}
.fa-folder-open:before {
  content: "\f07c";
}
.fa-arrows-v:before {
  content: "\f07d";
}
.fa-arrows-h:before {
  content: "\f07e";
}
.fa-bar-chart-o:before,
.fa-bar-chart:before {
  content: "\f080";
}
.fa-twitter-square:before {
  content: "\f081";
}
.fa-facebook-square:before {
  content: "\f082";
}
.fa-camera-retro:before {
  content: "\f083";
}
.fa-key:before {
  content: "\f084";
}
.fa-gears:before,
.fa-cogs:before {
  content: "\f085";
}
.fa-comments:before {
  content: "\f086";
}
.fa-thumbs-o-up:before {
  content: "\f087";
}
.fa-thumbs-o-down:before {
  content: "\f088";
}
.fa-star-half:before {
  content: "\f089";
}
.fa-heart-o:before {
  content: "\f08a";
}
.fa-sign-out:before {
  content: "\f08b";
}
.fa-linkedin-square:before {
  content: "\f08c";
}
.fa-thumb-tack:before {
  content: "\f08d";
}
.fa-external-link:before {
  content: "\f08e";
}
.fa-sign-in:before {
  content: "\f090";
}
.fa-trophy:before {
  content: "\f091";
}
.fa-github-square:before {
  content: "\f092";
}
.fa-upload:before {
  content: "\f093";
}
.fa-lemon-o:before {
  content: "\f094";
}
.fa-phone:before {
  content: "\f095";
}
.fa-square-o:before {
  content: "\f096";
}
.fa-bookmark-o:before {
  content: "\f097";
}
.fa-phone-square:before {
  content: "\f098";
}
.fa-twitter:before {
  content: "\f099";
}
.fa-facebook-f:before,
.fa-facebook:before {
  content: "\f09a";
}
.fa-github:before {
  content: "\f09b";
}
.fa-unlock:before {
  content: "\f09c";
}
.fa-credit-card:before {
  content: "\f09d";
}
.fa-feed:before,
.fa-rss:before {
  content: "\f09e";
}
.fa-hdd-o:before {
  content: "\f0a0";
}
.fa-bullhorn:before {
  content: "\f0a1";
}
.fa-bell:before {
  content: "\f0f3";
}
.fa-certificate:before {
  content: "\f0a3";
}
.fa-hand-o-right:before {
  content: "\f0a4";
}
.fa-hand-o-left:before {
  content: "\f0a5";
}
.fa-hand-o-up:before {
  content: "\f0a6";
}
.fa-hand-o-down:before {
  content: "\f0a7";
}
.fa-arrow-circle-left:before {
  content: "\f0a8";
}
.fa-arrow-circle-right:before {
  content: "\f0a9";
}
.fa-arrow-circle-up:before {
  content: "\f0aa";
}
.fa-arrow-circle-down:before {
  content: "\f0ab";
}
.fa-globe:before {
  content: "\f0ac";
}
.fa-wrench:before {
  content: "\f0ad";
}
.fa-tasks:before {
  content: "\f0ae";
}
.fa-filter:before {
  content: "\f0b0";
}
.fa-briefcase:before {
  content: "\f0b1";
}
.fa-arrows-alt:before {
  content: "\f0b2";
}
.fa-group:before,
.fa-users:before {
  content: "\f0c0";
}
.fa-chain:before,
.fa-link:before {
  content: "\f0c1";
}
.fa-cloud:before {
  content: "\f0c2";
}
.fa-flask:before {
  content: "\f0c3";
}
.fa-cut:before,
.fa-scissors:before {
  content: "\f0c4";
}
.fa-copy:before,
.fa-files-o:before {
  content: "\f0c5";
}
.fa-paperclip:before {
  content: "\f0c6";
}
.fa-save:before,
.fa-floppy-o:before {
  content: "\f0c7";
}
.fa-square:before {
  content: "\f0c8";
}
.fa-navicon:before,
.fa-reorder:before,
.fa-bars:before {
  content: "\f0c9";
}
.fa-list-ul:before {
  content: "\f0ca";
}
.fa-list-ol:before {
  content: "\f0cb";
}
.fa-strikethrough:before {
  content: "\f0cc";
}
.fa-underline:before {
  content: "\f0cd";
}
.fa-table:before {
  content: "\f0ce";
}
.fa-magic:before {
  content: "\f0d0";
}
.fa-truck:before {
  content: "\f0d1";
}
.fa-pinterest:before {
  content: "\f0d2";
}
.fa-pinterest-square:before {
  content: "\f0d3";
}
.fa-google-plus-square:before {
  content: "\f0d4";
}
.fa-google-plus:before {
  content: "\f0d5";
}
.fa-money:before {
  content: "\f0d6";
}
.fa-caret-down:before {
  content: "\f0d7";
}
.fa-caret-up:before {
  content: "\f0d8";
}
.fa-caret-left:before {
  content: "\f0d9";
}
.fa-caret-right:before {
  content: "\f0da";
}
.fa-columns:before {
  content: "\f0db";
}
.fa-unsorted:before,
.fa-sort:before {
  content: "\f0dc";
}
.fa-sort-down:before,
.fa-sort-desc:before {
  content: "\f0dd";
}
.fa-sort-up:before,
.fa-sort-asc:before {
  content: "\f0de";
}
.fa-envelope:before {
  content: "\f0e0";
}
.fa-linkedin:before {
  content: "\f0e1";
}
.fa-rotate-left:before,
.fa-undo:before {
  content: "\f0e2";
}
.fa-legal:before,
.fa-gavel:before {
  content: "\f0e3";
}
.fa-dashboard:before,
.fa-tachometer:before {
  content: "\f0e4";
}
.fa-comment-o:before {
  content: "\f0e5";
}
.fa-comments-o:before {
  content: "\f0e6";
}
.fa-flash:before,
.fa-bolt:before {
  content: "\f0e7";
}
.fa-sitemap:before {
  content: "\f0e8";
}
.fa-umbrella:before {
  content: "\f0e9";
}
.fa-paste:before,
.fa-clipboard:before {
  content: "\f0ea";
}
.fa-lightbulb-o:before {
  content: "\f0eb";
}
.fa-exchange:before {
  content: "\f0ec";
}
.fa-cloud-download:before {
  content: "\f0ed";
}
.fa-cloud-upload:before {
  content: "\f0ee";
}
.fa-user-md:before {
  content: "\f0f0";
}
.fa-stethoscope:before {
  content: "\f0f1";
}
.fa-suitcase:before {
  content: "\f0f2";
}
.fa-bell-o:before {
  content: "\f0a2";
}
.fa-coffee:before {
  content: "\f0f4";
}
.fa-cutlery:before {
  content: "\f0f5";
}
.fa-file-text-o:before {
  content: "\f0f6";
}
.fa-building-o:before {
  content: "\f0f7";
}
.fa-hospital-o:before {
  content: "\f0f8";
}
.fa-ambulance:before {
  content: "\f0f9";
}
.fa-medkit:before {
  content: "\f0fa";
}
.fa-fighter-jet:before {
  content: "\f0fb";
}
.fa-beer:before {
  content: "\f0fc";
}
.fa-h-square:before {
  content: "\f0fd";
}
.fa-plus-square:before {
  content: "\f0fe";
}
.fa-angle-double-left:before {
  content: "\f100";
}
.fa-angle-double-right:before {
  content: "\f101";
}
.fa-angle-double-up:before {
  content: "\f102";
}
.fa-angle-double-down:before {
  content: "\f103";
}
.fa-angle-left:before {
  content: "\f104";
}
.fa-angle-right:before {
  content: "\f105";
}
.fa-angle-up:before {
  content: "\f106";
}
.fa-angle-down:before {
  content: "\f107";
}
.fa-desktop:before {
  content: "\f108";
}
.fa-laptop:before {
  content: "\f109";
}
.fa-tablet:before {
  content: "\f10a";
}
.fa-mobile-phone:before,
.fa-mobile:before {
  content: "\f10b";
}
.fa-circle-o:before {
  content: "\f10c";
}
.fa-quote-left:before {
  content: "\f10d";
}
.fa-quote-right:before {
  content: "\f10e";
}
.fa-spinner:before {
  content: "\f110";
}
.fa-circle:before {
  content: "\f111";
}
.fa-mail-reply:before,
.fa-reply:before {
  content: "\f112";
}
.fa-github-alt:before {
  content: "\f113";
}
.fa-folder-o:before {
  content: "\f114";
}
.fa-folder-open-o:before {
  content: "\f115";
}
.fa-smile-o:before {
  content: "\f118";
}
.fa-frown-o:before {
  content: "\f119";
}
.fa-meh-o:before {
  content: "\f11a";
}
.fa-gamepad:before {
  content: "\f11b";
}
.fa-keyboard-o:before {
  content: "\f11c";
}
.fa-flag-o:before {
  content: "\f11d";
}
.fa-flag-checkered:before {
  content: "\f11e";
}
.fa-terminal:before {
  content: "\f120";
}
.fa-code:before {
  content: "\f121";
}
.fa-mail-reply-all:before,
.fa-reply-all:before {
  content: "\f122";
}
.fa-star-half-empty:before,
.fa-star-half-full:before,
.fa-star-half-o:before {
  content: "\f123";
}
.fa-location-arrow:before {
  content: "\f124";
}
.fa-crop:before {
  content: "\f125";
}
.fa-code-fork:before {
  content: "\f126";
}
.fa-unlink:before,
.fa-chain-broken:before {
  content: "\f127";
}
.fa-question:before {
  content: "\f128";
}
.fa-info:before {
  content: "\f129";
}
.fa-exclamation:before {
  content: "\f12a";
}
.fa-superscript:before {
  content: "\f12b";
}
.fa-subscript:before {
  content: "\f12c";
}
.fa-eraser:before {
  content: "\f12d";
}
.fa-puzzle-piece:before {
  content: "\f12e";
}
.fa-microphone:before {
  content: "\f130";
}
.fa-microphone-slash:before {
  content: "\f131";
}
.fa-shield:before {
  content: "\f132";
}
.fa-calendar-o:before {
  content: "\f133";
}
.fa-fire-extinguisher:before {
  content: "\f134";
}
.fa-rocket:before {
  content: "\f135";
}
.fa-maxcdn:before {
  content: "\f136";
}
.fa-chevron-circle-left:before {
  content: "\f137";
}
.fa-chevron-circle-right:before {
  content: "\f138";
}
.fa-chevron-circle-up:before {
  content: "\f139";
}
.fa-chevron-circle-down:before {
  content: "\f13a";
}
.fa-html5:before {
  content: "\f13b";
}
.fa-css3:before {
  content: "\f13c";
}
.fa-anchor:before {
  content: "\f13d";
}
.fa-unlock-alt:before {
  content: "\f13e";
}
.fa-bullseye:before {
  content: "\f140";
}
.fa-ellipsis-h:before {
  content: "\f141";
}
.fa-ellipsis-v:before {
  content: "\f142";
}
.fa-rss-square:before {
  content: "\f143";
}
.fa-play-circle:before {
  content: "\f144";
}
.fa-ticket:before {
  content: "\f145";
}
.fa-minus-square:before {
  content: "\f146";
}
.fa-minus-square-o:before {
  content: "\f147";
}
.fa-level-up:before {
  content: "\f148";
}
.fa-level-down:before {
  content: "\f149";
}
.fa-check-square:before {
  content: "\f14a";
}
.fa-pencil-square:before {
  content: "\f14b";
}
.fa-external-link-square:before {
  content: "\f14c";
}
.fa-share-square:before {
  content: "\f14d";
}
.fa-compass:before {
  content: "\f14e";
}
.fa-toggle-down:before,
.fa-caret-square-o-down:before {
  content: "\f150";
}
.fa-toggle-up:before,
.fa-caret-square-o-up:before {
  content: "\f151";
}
.fa-toggle-right:before,
.fa-caret-square-o-right:before {
  content: "\f152";
}
.fa-euro:before,
.fa-eur:before {
  content: "\f153";
}
.fa-gbp:before {
  content: "\f154";
}
.fa-dollar:before,
.fa-usd:before {
  content: "\f155";
}
.fa-rupee:before,
.fa-inr:before {
  content: "\f156";
}
.fa-cny:before,
.fa-rmb:before,
.fa-yen:before,
.fa-jpy:before {
  content: "\f157";
}
.fa-ruble:before,
.fa-rouble:before,
.fa-rub:before {
  content: "\f158";
}
.fa-won:before,
.fa-krw:before {
  content: "\f159";
}
.fa-bitcoin:before,
.fa-btc:before {
  content: "\f15a";
}
.fa-file:before {
  content: "\f15b";
}
.fa-file-text:before {
  content: "\f15c";
}
.fa-sort-alpha-asc:before {
  content: "\f15d";
}
.fa-sort-alpha-desc:before {
  content: "\f15e";
}
.fa-sort-amount-asc:before {
  content: "\f160";
}
.fa-sort-amount-desc:before {
  content: "\f161";
}
.fa-sort-numeric-asc:before {
  content: "\f162";
}
.fa-sort-numeric-desc:before {
  content: "\f163";
}
.fa-thumbs-up:before {
  content: "\f164";
}
.fa-thumbs-down:before {
  content: "\f165";
}
.fa-youtube-square:before {
  content: "\f166";
}
.fa-youtube:before {
  content: "\f167";
}
.fa-xing:before {
  content: "\f168";
}
.fa-xing-square:before {
  content: "\f169";
}
.fa-youtube-play:before {
  content: "\f16a";
}
.fa-dropbox:before {
  content: "\f16b";
}
.fa-stack-overflow:before {
  content: "\f16c";
}
.fa-instagram:before {
  content: "\f16d";
}
.fa-flickr:before {
  content: "\f16e";
}
.fa-adn:before {
  content: "\f170";
}
.fa-bitbucket:before {
  content: "\f171";
}
.fa-bitbucket-square:before {
  content: "\f172";
}
.fa-tumblr:before {
  content: "\f173";
}
.fa-tumblr-square:before {
  content: "\f174";
}
.fa-long-arrow-down:before {
  content: "\f175";
}
.fa-long-arrow-up:before {
  content: "\f176";
}
.fa-long-arrow-left:before {
  content: "\f177";
}
.fa-long-arrow-right:before {
  content: "\f178";
}
.fa-apple:before {
  content: "\f179";
}
.fa-windows:before {
  content: "\f17a";
}
.fa-android:before {
  content: "\f17b";
}
.fa-linux:before {
  content: "\f17c";
}
.fa-dribbble:before {
  content: "\f17d";
}
.fa-skype:before {
  content: "\f17e";
}
.fa-foursquare:before {
  content: "\f180";
}
.fa-trello:before {
  content: "\f181";
}
.fa-female:before {
  content: "\f182";
}
.fa-male:before {
  content: "\f183";
}
.fa-gittip:before,
.fa-gratipay:before {
  content: "\f184";
}
.fa-sun-o:before {
  content: "\f185";
}
.fa-moon-o:before {
  content: "\f186";
}
.fa-archive:before {
  content: "\f187";
}
.fa-bug:before {
  content: "\f188";
}
.fa-vk:before {
  content: "\f189";
}
.fa-weibo:before {
  content: "\f18a";
}
.fa-renren:before {
  content: "\f18b";
}
.fa-pagelines:before {
  content: "\f18c";
}
.fa-stack-exchange:before {
  content: "\f18d";
}
.fa-arrow-circle-o-right:before {
  content: "\f18e";
}
.fa-arrow-circle-o-left:before {
  content: "\f190";
}
.fa-toggle-left:before,
.fa-caret-square-o-left:before {
  content: "\f191";
}
.fa-dot-circle-o:before {
  content: "\f192";
}
.fa-wheelchair:before {
  content: "\f193";
}
.fa-vimeo-square:before {
  content: "\f194";
}
.fa-turkish-lira:before,
.fa-try:before {
  content: "\f195";
}
.fa-plus-square-o:before {
  content: "\f196";
}
.fa-space-shuttle:before {
  content: "\f197";
}
.fa-slack:before {
  content: "\f198";
}
.fa-envelope-square:before {
  content: "\f199";
}
.fa-wordpress:before {
  content: "\f19a";
}
.fa-openid:before {
  content: "\f19b";
}
.fa-institution:before,
.fa-bank:before,
.fa-university:before {
  content: "\f19c";
}
.fa-mortar-board:before,
.fa-graduation-cap:before {
  content: "\f19d";
}
.fa-yahoo:before {
  content: "\f19e";
}
.fa-google:before {
  content: "\f1a0";
}
.fa-reddit:before {
  content: "\f1a1";
}
.fa-reddit-square:before {
  content: "\f1a2";
}
.fa-stumbleupon-circle:before {
  content: "\f1a3";
}
.fa-stumbleupon:before {
  content: "\f1a4";
}
.fa-delicious:before {
  content: "\f1a5";
}
.fa-digg:before {
  content: "\f1a6";
}
.fa-pied-piper-pp:before {
  content: "\f1a7";
}
.fa-pied-piper-alt:before {
  content: "\f1a8";
}
.fa-drupal:before {
  content: "\f1a9";
}
.fa-joomla:before {
  content: "\f1aa";
}
.fa-language:before {
  content: "\f1ab";
}
.fa-fax:before {
  content: "\f1ac";
}
.fa-building:before {
  content: "\f1ad";
}
.fa-child:before {
  content: "\f1ae";
}
.fa-paw:before {
  content: "\f1b0";
}
.fa-spoon:before {
  content: "\f1b1";
}
.fa-cube:before {
  content: "\f1b2";
}
.fa-cubes:before {
  content: "\f1b3";
}
.fa-behance:before {
  content: "\f1b4";
}
.fa-behance-square:before {
  content: "\f1b5";
}
.fa-steam:before {
  content: "\f1b6";
}
.fa-steam-square:before {
  content: "\f1b7";
}
.fa-recycle:before {
  content: "\f1b8";
}
.fa-automobile:before,
.fa-car:before {
  content: "\f1b9";
}
.fa-cab:before,
.fa-taxi:before {
  content: "\f1ba";
}
.fa-tree:before {
  content: "\f1bb";
}
.fa-spotify:before {
  content: "\f1bc";
}
.fa-deviantart:before {
  content: "\f1bd";
}
.fa-soundcloud:before {
  content: "\f1be";
}
.fa-database:before {
  content: "\f1c0";
}
.fa-file-pdf-o:before {
  content: "\f1c1";
}
.fa-file-word-o:before {
  content: "\f1c2";
}
.fa-file-excel-o:before {
  content: "\f1c3";
}
.fa-file-powerpoint-o:before {
  content: "\f1c4";
}
.fa-file-photo-o:before,
.fa-file-picture-o:before,
.fa-file-image-o:before {
  content: "\f1c5";
}
.fa-file-zip-o:before,
.fa-file-archive-o:before {
  content: "\f1c6";
}
.fa-file-sound-o:before,
.fa-file-audio-o:before {
  content: "\f1c7";
}
.fa-file-movie-o:before,
.fa-file-video-o:before {
  content: "\f1c8";
}
.fa-file-code-o:before {
  content: "\f1c9";
}
.fa-vine:before {
  content: "\f1ca";
}
.fa-codepen:before {
  content: "\f1cb";
}
.fa-jsfiddle:before {
  content: "\f1cc";
}
.fa-life-bouy:before,
.fa-life-buoy:before,
.fa-life-saver:before,
.fa-support:before,
.fa-life-ring:before {
  content: "\f1cd";
}
.fa-circle-o-notch:before {
  content: "\f1ce";
}
.fa-ra:before,
.fa-resistance:before,
.fa-rebel:before {
  content: "\f1d0";
}
.fa-ge:before,
.fa-empire:before {
  content: "\f1d1";
}
.fa-git-square:before {
  content: "\f1d2";
}
.fa-git:before {
  content: "\f1d3";
}
.fa-y-combinator-square:before,
.fa-yc-square:before,
.fa-hacker-news:before {
  content: "\f1d4";
}
.fa-tencent-weibo:before {
  content: "\f1d5";
}
.fa-qq:before {
  content: "\f1d6";
}
.fa-wechat:before,
.fa-weixin:before {
  content: "\f1d7";
}
.fa-send:before,
.fa-paper-plane:before {
  content: "\f1d8";
}
.fa-send-o:before,
.fa-paper-plane-o:before {
  content: "\f1d9";
}
.fa-history:before {
  content: "\f1da";
}
.fa-circle-thin:before {
  content: "\f1db";
}
.fa-header:before {
  content: "\f1dc";
}
.fa-paragraph:before {
  content: "\f1dd";
}
.fa-sliders:before {
  content: "\f1de";
}
.fa-share-alt:before {
  content: "\f1e0";
}
.fa-share-alt-square:before {
  content: "\f1e1";
}
.fa-bomb:before {
  content: "\f1e2";
}
.fa-soccer-ball-o:before,
.fa-futbol-o:before {
  content: "\f1e3";
}
.fa-tty:before {
  content: "\f1e4";
}
.fa-binoculars:before {
  content: "\f1e5";
}
.fa-plug:before {
  content: "\f1e6";
}
.fa-slideshare:before {
  content: "\f1e7";
}
.fa-twitch:before {
  content: "\f1e8";
}
.fa-yelp:before {
  content: "\f1e9";
}
.fa-newspaper-o:before {
  content: "\f1ea";
}
.fa-wifi:before {
  content: "\f1eb";
}
.fa-calculator:before {
  content: "\f1ec";
}
.fa-paypal:before {
  content: "\f1ed";
}
.fa-google-wallet:before {
  content: "\f1ee";
}
.fa-cc-visa:before {
  content: "\f1f0";
}
.fa-cc-mastercard:before {
  content: "\f1f1";
}
.fa-cc-discover:before {
  content: "\f1f2";
}
.fa-cc-amex:before {
  content: "\f1f3";
}
.fa-cc-paypal:before {
  content: "\f1f4";
}
.fa-cc-stripe:before {
  content: "\f1f5";
}
.fa-bell-slash:before {
  content: "\f1f6";
}
.fa-bell-slash-o:before {
  content: "\f1f7";
}
.fa-trash:before {
  content: "\f1f8";
}
.fa-copyright:before {
  content: "\f1f9";
}
.fa-at:before {
  content: "\f1fa";
}
.fa-eyedropper:before {
  content: "\f1fb";
}
.fa-paint-brush:before {
  content: "\f1fc";
}
.fa-birthday-cake:before {
  content: "\f1fd";
}
.fa-area-chart:before {
  content: "\f1fe";
}
.fa-pie-chart:before {
  content: "\f200";
}
.fa-line-chart:before {
  content: "\f201";
}
.fa-lastfm:before {
  content: "\f202";
}
.fa-lastfm-square:before {
  content: "\f203";
}
.fa-toggle-off:before {
  content: "\f204";
}
.fa-toggle-on:before {
  content: "\f205";
}
.fa-bicycle:before {
  content: "\f206";
}
.fa-bus:before {
  content: "\f207";
}
.fa-ioxhost:before {
  content: "\f208";
}
.fa-angellist:before {
  content: "\f209";
}
.fa-cc:before {
  content: "\f20a";
}
.fa-shekel:before,
.fa-sheqel:before,
.fa-ils:before {
  content: "\f20b";
}
.fa-meanpath:before {
  content: "\f20c";
}
.fa-buysellads:before {
  content: "\f20d";
}
.fa-connectdevelop:before {
  content: "\f20e";
}
.fa-dashcube:before {
  content: "\f210";
}
.fa-forumbee:before {
  content: "\f211";
}
.fa-leanpub:before {
  content: "\f212";
}
.fa-sellsy:before {
  content: "\f213";
}
.fa-shirtsinbulk:before {
  content: "\f214";
}
.fa-simplybuilt:before {
  content: "\f215";
}
.fa-skyatlas:before {
  content: "\f216";
}
.fa-cart-plus:before {
  content: "\f217";
}
.fa-cart-arrow-down:before {
  content: "\f218";
}
.fa-diamond:before {
  content: "\f219";
}
.fa-ship:before {
  content: "\f21a";
}
.fa-user-secret:before {
  content: "\f21b";
}
.fa-motorcycle:before {
  content: "\f21c";
}
.fa-street-view:before {
  content: "\f21d";
}
.fa-heartbeat:before {
  content: "\f21e";
}
.fa-venus:before {
  content: "\f221";
}
.fa-mars:before {
  content: "\f222";
}
.fa-mercury:before {
  content: "\f223";
}
.fa-intersex:before,
.fa-transgender:before {
  content: "\f224";
}
.fa-transgender-alt:before {
  content: "\f225";
}
.fa-venus-double:before {
  content: "\f226";
}
.fa-mars-double:before {
  content: "\f227";
}
.fa-venus-mars:before {
  content: "\f228";
}
.fa-mars-stroke:before {
  content: "\f229";
}
.fa-mars-stroke-v:before {
  content: "\f22a";
}
.fa-mars-stroke-h:before {
  content: "\f22b";
}
.fa-neuter:before {
  content: "\f22c";
}
.fa-genderless:before {
  content: "\f22d";
}
.fa-facebook-official:before {
  content: "\f230";
}
.fa-pinterest-p:before {
  content: "\f231";
}
.fa-whatsapp:before {
  content: "\f232";
}
.fa-server:before {
  content: "\f233";
}
.fa-user-plus:before {
  content: "\f234";
}
.fa-user-times:before {
  content: "\f235";
}
.fa-hotel:before,
.fa-bed:before {
  content: "\f236";
}
.fa-viacoin:before {
  content: "\f237";
}
.fa-train:before {
  content: "\f238";
}
.fa-subway:before {
  content: "\f239";
}
.fa-medium:before {
  content: "\f23a";
}
.fa-yc:before,
.fa-y-combinator:before {
  content: "\f23b";
}
.fa-optin-monster:before {
  content: "\f23c";
}
.fa-opencart:before {
  content: "\f23d";
}
.fa-expeditedssl:before {
  content: "\f23e";
}
.fa-battery-4:before,
.fa-battery:before,
.fa-battery-full:before {
  content: "\f240";
}
.fa-battery-3:before,
.fa-battery-three-quarters:before {
  content: "\f241";
}
.fa-battery-2:before,
.fa-battery-half:before {
  content: "\f242";
}
.fa-battery-1:before,
.fa-battery-quarter:before {
  content: "\f243";
}
.fa-battery-0:before,
.fa-battery-empty:before {
  content: "\f244";
}
.fa-mouse-pointer:before {
  content: "\f245";
}
.fa-i-cursor:before {
  content: "\f246";
}
.fa-object-group:before {
  content: "\f247";
}
.fa-object-ungroup:before {
  content: "\f248";
}
.fa-sticky-note:before {
  content: "\f249";
}
.fa-sticky-note-o:before {
  content: "\f24a";
}
.fa-cc-jcb:before {
  content: "\f24b";
}
.fa-cc-diners-club:before {
  content: "\f24c";
}
.fa-clone:before {
  content: "\f24d";
}
.fa-balance-scale:before {
  content: "\f24e";
}
.fa-hourglass-o:before {
  content: "\f250";
}
.fa-hourglass-1:before,
.fa-hourglass-start:before {
  content: "\f251";
}
.fa-hourglass-2:before,
.fa-hourglass-half:before {
  content: "\f252";
}
.fa-hourglass-3:before,
.fa-hourglass-end:before {
  content: "\f253";
}
.fa-hourglass:before {
  content: "\f254";
}
.fa-hand-grab-o:before,
.fa-hand-rock-o:before {
  content: "\f255";
}
.fa-hand-stop-o:before,
.fa-hand-paper-o:before {
  content: "\f256";
}
.fa-hand-scissors-o:before {
  content: "\f257";
}
.fa-hand-lizard-o:before {
  content: "\f258";
}
.fa-hand-spock-o:before {
  content: "\f259";
}
.fa-hand-pointer-o:before {
  content: "\f25a";
}
.fa-hand-peace-o:before {
  content: "\f25b";
}
.fa-trademark:before {
  content: "\f25c";
}
.fa-registered:before {
  content: "\f25d";
}
.fa-creative-commons:before {
  content: "\f25e";
}
.fa-gg:before {
  content: "\f260";
}
.fa-gg-circle:before {
  content: "\f261";
}
.fa-tripadvisor:before {
  content: "\f262";
}
.fa-odnoklassniki:before {
  content: "\f263";
}
.fa-odnoklassniki-square:before {
  content: "\f264";
}
.fa-get-pocket:before {
  content: "\f265";
}
.fa-wikipedia-w:before {
  content: "\f266";
}
.fa-safari:before {
  content: "\f267";
}
.fa-chrome:before {
  content: "\f268";
}
.fa-firefox:before {
  content: "\f269";
}
.fa-opera:before {
  content: "\f26a";
}
.fa-internet-explorer:before {
  content: "\f26b";
}
.fa-tv:before,
.fa-television:before {
  content: "\f26c";
}
.fa-contao:before {
  content: "\f26d";
}
.fa-500px:before {
  content: "\f26e";
}
.fa-amazon:before {
  content: "\f270";
}
.fa-calendar-plus-o:before {
  content: "\f271";
}
.fa-calendar-minus-o:before {
  content: "\f272";
}
.fa-calendar-times-o:before {
  content: "\f273";
}
.fa-calendar-check-o:before {
  content: "\f274";
}
.fa-industry:before {
  content: "\f275";
}
.fa-map-pin:before {
  content: "\f276";
}
.fa-map-signs:before {
  content: "\f277";
}
.fa-map-o:before {
  content: "\f278";
}
.fa-map:before {
  content: "\f279";
}
.fa-commenting:before {
  content: "\f27a";
}
.fa-commenting-o:before {
  content: "\f27b";
}
.fa-houzz:before {
  content: "\f27c";
}
.fa-vimeo:before {
  content: "\f27d";
}
.fa-black-tie:before {
  content: "\f27e";
}
.fa-fonticons:before {
  content: "\f280";
}
.fa-reddit-alien:before {
  content: "\f281";
}
.fa-edge:before {
  content: "\f282";
}
.fa-credit-card-alt:before {
  content: "\f283";
}
.fa-codiepie:before {
  content: "\f284";
}
.fa-modx:before {
  content: "\f285";
}
.fa-fort-awesome:before {
  content: "\f286";
}
.fa-usb:before {
  content: "\f287";
}
.fa-product-hunt:before {
  content: "\f288";
}
.fa-mixcloud:before {
  content: "\f289";
}
.fa-scribd:before {
  content: "\f28a";
}
.fa-pause-circle:before {
  content: "\f28b";
}
.fa-pause-circle-o:before {
  content: "\f28c";
}
.fa-stop-circle:before {
  content: "\f28d";
}
.fa-stop-circle-o:before {
  content: "\f28e";
}
.fa-shopping-bag:before {
  content: "\f290";
}
.fa-shopping-basket:before {
  content: "\f291";
}
.fa-hashtag:before {
  content: "\f292";
}
.fa-bluetooth:before {
  content: "\f293";
}
.fa-bluetooth-b:before {
  content: "\f294";
}
.fa-percent:before {
  content: "\f295";
}
.fa-gitlab:before {
  content: "\f296";
}
.fa-wpbeginner:before {
  content: "\f297";
}
.fa-wpforms:before {
  content: "\f298";
}
.fa-envira:before {
  content: "\f299";
}
.fa-universal-access:before {
  content: "\f29a";
}
.fa-wheelchair-alt:before {
  content: "\f29b";
}
.fa-question-circle-o:before {
  content: "\f29c";
}
.fa-blind:before {
  content: "\f29d";
}
.fa-audio-description:before {
  content: "\f29e";
}
.fa-volume-control-phone:before {
  content: "\f2a0";
}
.fa-braille:before {
  content: "\f2a1";
}
.fa-assistive-listening-systems:before {
  content: "\f2a2";
}
.fa-asl-interpreting:before,
.fa-american-sign-language-interpreting:before {
  content: "\f2a3";
}
.fa-deafness:before,
.fa-hard-of-hearing:before,
.fa-deaf:before {
  content: "\f2a4";
}
.fa-glide:before {
  content: "\f2a5";
}
.fa-glide-g:before {
  content: "\f2a6";
}
.fa-signing:before,
.fa-sign-language:before {
  content: "\f2a7";
}
.fa-low-vision:before {
  content: "\f2a8";
}
.fa-viadeo:before {
  content: "\f2a9";
}
.fa-viadeo-square:before {
  content: "\f2aa";
}
.fa-snapchat:before {
  content: "\f2ab";
}
.fa-snapchat-ghost:before {
  content: "\f2ac";
}
.fa-snapchat-square:before {
  content: "\f2ad";
}
.fa-pied-piper:before {
  content: "\f2ae";
}
.fa-first-order:before {
  content: "\f2b0";
}
.fa-yoast:before {
  content: "\f2b1";
}
.fa-themeisle:before {
  content: "\f2b2";
}
.fa-google-plus-circle:before,
.fa-google-plus-official:before {
  content: "\f2b3";
}
.fa-fa:before,
.fa-font-awesome:before {
  content: "\f2b4";
}
.fa-handshake-o:before {
  content: "\f2b5";
}
.fa-envelope-open:before {
  content: "\f2b6";
}
.fa-envelope-open-o:before {
  content: "\f2b7";
}
.fa-linode:before {
  content: "\f2b8";
}
.fa-address-book:before {
  content: "\f2b9";
}
.fa-address-book-o:before {
  content: "\f2ba";
}
.fa-vcard:before,
.fa-address-card:before {
  content: "\f2bb";
}
.fa-vcard-o:before,
.fa-address-card-o:before {
  content: "\f2bc";
}
.fa-user-circle:before {
  content: "\f2bd";
}
.fa-user-circle-o:before {
  content: "\f2be";
}
.fa-user-o:before {
  content: "\f2c0";
}
.fa-id-badge:before {
  content: "\f2c1";
}
.fa-drivers-license:before,
.fa-id-card:before {
  content: "\f2c2";
}
.fa-drivers-license-o:before,
.fa-id-card-o:before {
  content: "\f2c3";
}
.fa-quora:before {
  content: "\f2c4";
}
.fa-free-code-camp:before {
  content: "\f2c5";
}
.fa-telegram:before {
  content: "\f2c6";
}
.fa-thermometer-4:before,
.fa-thermometer:before,
.fa-thermometer-full:before {
  content: "\f2c7";
}
.fa-thermometer-3:before,
.fa-thermometer-three-quarters:before {
  content: "\f2c8";
}
.fa-thermometer-2:before,
.fa-thermometer-half:before {
  content: "\f2c9";
}
.fa-thermometer-1:before,
.fa-thermometer-quarter:before {
  content: "\f2ca";
}
.fa-thermometer-0:before,
.fa-thermometer-empty:before {
  content: "\f2cb";
}
.fa-shower:before {
  content: "\f2cc";
}
.fa-bathtub:before,
.fa-s15:before,
.fa-bath:before {
  content: "\f2cd";
}
.fa-podcast:before {
  content: "\f2ce";
}
.fa-window-maximize:before {
  content: "\f2d0";
}
.fa-window-minimize:before {
  content: "\f2d1";
}
.fa-window-restore:before {
  content: "\f2d2";
}
.fa-times-rectangle:before,
.fa-window-close:before {
  content: "\f2d3";
}
.fa-times-rectangle-o:before,
.fa-window-close-o:before {
  content: "\f2d4";
}
.fa-bandcamp:before {
  content: "\f2d5";
}
.fa-grav:before {
  content: "\f2d6";
}
.fa-etsy:before {
  content: "\f2d7";
}
.fa-imdb:before {
  content: "\f2d8";
}
.fa-ravelry:before {
  content: "\f2d9";
}
.fa-eercast:before {
  content: "\f2da";
}
.fa-microchip:before {
  content: "\f2db";
}
.fa-snowflake-o:before {
  content: "\f2dc";
}
.fa-superpowers:before {
  content: "\f2dd";
}
.fa-wpexplorer:before {
  content: "\f2de";
}
.fa-meetup:before {
  content: "\f2e0";
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  padding: 0;
  margin: -1px;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
/*!
*
* IPython base
*
*/
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
code {
  color: #000;
}
pre {
  font-size: inherit;
  line-height: inherit;
}
label {
  font-weight: normal;
}
/* Make the page background atleast 100% the height of the view port */
/* Make the page itself atleast 70% the height of the view port */
.border-box-sizing {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.corner-all {
  border-radius: 2px;
}
.no-padding {
  padding: 0px;
}
/* Flexible box model classes */
/* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
/* This file is a compatability layer.  It allows the usage of flexible box 
model layouts accross multiple browsers, including older browsers.  The newest,
universal implementation of the flexible box model is used when available (see
`Modern browsers` comments below).  Browsers that are known to implement this 
new spec completely include:

    Firefox 28.0+
    Chrome 29.0+
    Internet Explorer 11+ 
    Opera 17.0+

Browsers not listed, including Safari, are supported via the styling under the
`Old browsers` comments below.
*/
.hbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
.hbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.vbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
.vbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.hbox.reverse,
.vbox.reverse,
.reverse {
  /* Old browsers */
  -webkit-box-direction: reverse;
  -moz-box-direction: reverse;
  box-direction: reverse;
  /* Modern browsers */
  flex-direction: row-reverse;
}
.hbox.box-flex0,
.vbox.box-flex0,
.box-flex0 {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
  width: auto;
}
.hbox.box-flex1,
.vbox.box-flex1,
.box-flex1 {
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex,
.vbox.box-flex,
.box-flex {
  /* Old browsers */
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex2,
.vbox.box-flex2,
.box-flex2 {
  /* Old browsers */
  -webkit-box-flex: 2;
  -moz-box-flex: 2;
  box-flex: 2;
  /* Modern browsers */
  flex: 2;
}
.box-group1 {
  /*  Deprecated */
  -webkit-box-flex-group: 1;
  -moz-box-flex-group: 1;
  box-flex-group: 1;
}
.box-group2 {
  /* Deprecated */
  -webkit-box-flex-group: 2;
  -moz-box-flex-group: 2;
  box-flex-group: 2;
}
.hbox.start,
.vbox.start,
.start {
  /* Old browsers */
  -webkit-box-pack: start;
  -moz-box-pack: start;
  box-pack: start;
  /* Modern browsers */
  justify-content: flex-start;
}
.hbox.end,
.vbox.end,
.end {
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
}
.hbox.center,
.vbox.center,
.center {
  /* Old browsers */
  -webkit-box-pack: center;
  -moz-box-pack: center;
  box-pack: center;
  /* Modern browsers */
  justify-content: center;
}
.hbox.baseline,
.vbox.baseline,
.baseline {
  /* Old browsers */
  -webkit-box-pack: baseline;
  -moz-box-pack: baseline;
  box-pack: baseline;
  /* Modern browsers */
  justify-content: baseline;
}
.hbox.stretch,
.vbox.stretch,
.stretch {
  /* Old browsers */
  -webkit-box-pack: stretch;
  -moz-box-pack: stretch;
  box-pack: stretch;
  /* Modern browsers */
  justify-content: stretch;
}
.hbox.align-start,
.vbox.align-start,
.align-start {
  /* Old browsers */
  -webkit-box-align: start;
  -moz-box-align: start;
  box-align: start;
  /* Modern browsers */
  align-items: flex-start;
}
.hbox.align-end,
.vbox.align-end,
.align-end {
  /* Old browsers */
  -webkit-box-align: end;
  -moz-box-align: end;
  box-align: end;
  /* Modern browsers */
  align-items: flex-end;
}
.hbox.align-center,
.vbox.align-center,
.align-center {
  /* Old browsers */
  -webkit-box-align: center;
  -moz-box-align: center;
  box-align: center;
  /* Modern browsers */
  align-items: center;
}
.hbox.align-baseline,
.vbox.align-baseline,
.align-baseline {
  /* Old browsers */
  -webkit-box-align: baseline;
  -moz-box-align: baseline;
  box-align: baseline;
  /* Modern browsers */
  align-items: baseline;
}
.hbox.align-stretch,
.vbox.align-stretch,
.align-stretch {
  /* Old browsers */
  -webkit-box-align: stretch;
  -moz-box-align: stretch;
  box-align: stretch;
  /* Modern browsers */
  align-items: stretch;
}
div.error {
  margin: 2em;
  text-align: center;
}
div.error > h1 {
  font-size: 500%;
  line-height: normal;
}
div.error > p {
  font-size: 200%;
  line-height: normal;
}
div.traceback-wrapper {
  text-align: left;
  max-width: 800px;
  margin: auto;
}
div.traceback-wrapper pre.traceback {
  max-height: 600px;
  overflow: auto;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
body {
  background-color: #fff;
  /* This makes sure that the body covers the entire window and needs to
       be in a different element than the display: box in wrapper below */
  position: absolute;
  left: 0px;
  right: 0px;
  top: 0px;
  bottom: 0px;
  overflow: visible;
}
body > #header {
  /* Initially hidden to prevent FLOUC */
  display: none;
  background-color: #fff;
  /* Display over codemirror */
  position: relative;
  z-index: 100;
}
body > #header #header-container {
  display: flex;
  flex-direction: row;
  justify-content: space-between;
  padding: 5px;
  padding-bottom: 5px;
  padding-top: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
body > #header .header-bar {
  width: 100%;
  height: 1px;
  background: #e7e7e7;
  margin-bottom: -1px;
}
@media print {
  body > #header {
    display: none !important;
  }
}
#header-spacer {
  width: 100%;
  visibility: hidden;
}
@media print {
  #header-spacer {
    display: none;
  }
}
#ipython_notebook {
  padding-left: 0px;
  padding-top: 1px;
  padding-bottom: 1px;
}
[dir="rtl"] #ipython_notebook {
  margin-right: 10px;
  margin-left: 0;
}
[dir="rtl"] #ipython_notebook.pull-left {
  float: right !important;
  float: right;
}
.flex-spacer {
  flex: 1;
}
#noscript {
  width: auto;
  padding-top: 16px;
  padding-bottom: 16px;
  text-align: center;
  font-size: 22px;
  color: red;
  font-weight: bold;
}
#ipython_notebook img {
  height: 28px;
}
#site {
  width: 100%;
  display: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  overflow: auto;
}
@media print {
  #site {
    height: auto !important;
  }
}
/* Smaller buttons */
.ui-button .ui-button-text {
  padding: 0.2em 0.8em;
  font-size: 77%;
}
input.ui-button {
  padding: 0.3em 0.9em;
}
span#kernel_logo_widget {
  margin: 0 10px;
}
span#login_widget {
  float: right;
}
[dir="rtl"] span#login_widget {
  float: left;
}
span#login_widget > .button,
#logout {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button:focus,
#logout:focus,
span#login_widget > .button.focus,
#logout.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
span#login_widget > .button:hover,
#logout:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active:hover,
#logout:active:hover,
span#login_widget > .button.active:hover,
#logout.active:hover,
.open > .dropdown-togglespan#login_widget > .button:hover,
.open > .dropdown-toggle#logout:hover,
span#login_widget > .button:active:focus,
#logout:active:focus,
span#login_widget > .button.active:focus,
#logout.active:focus,
.open > .dropdown-togglespan#login_widget > .button:focus,
.open > .dropdown-toggle#logout:focus,
span#login_widget > .button:active.focus,
#logout:active.focus,
span#login_widget > .button.active.focus,
#logout.active.focus,
.open > .dropdown-togglespan#login_widget > .button.focus,
.open > .dropdown-toggle#logout.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  background-image: none;
}
span#login_widget > .button.disabled:hover,
#logout.disabled:hover,
span#login_widget > .button[disabled]:hover,
#logout[disabled]:hover,
fieldset[disabled] span#login_widget > .button:hover,
fieldset[disabled] #logout:hover,
span#login_widget > .button.disabled:focus,
#logout.disabled:focus,
span#login_widget > .button[disabled]:focus,
#logout[disabled]:focus,
fieldset[disabled] span#login_widget > .button:focus,
fieldset[disabled] #logout:focus,
span#login_widget > .button.disabled.focus,
#logout.disabled.focus,
span#login_widget > .button[disabled].focus,
#logout[disabled].focus,
fieldset[disabled] span#login_widget > .button.focus,
fieldset[disabled] #logout.focus {
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button .badge,
#logout .badge {
  color: #fff;
  background-color: #333;
}
.nav-header {
  text-transform: none;
}
#header > span {
  margin-top: 10px;
}
.modal_stretch .modal-dialog {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  min-height: 80vh;
}
.modal_stretch .modal-dialog .modal-body {
  max-height: calc(100vh - 200px);
  overflow: auto;
  flex: 1;
}
.modal-header {
  cursor: move;
}
@media (min-width: 768px) {
  .modal .modal-dialog {
    width: 700px;
  }
}
@media (min-width: 768px) {
  select.form-control {
    margin-left: 12px;
    margin-right: 12px;
  }
}
/*!
*
* IPython auth
*
*/
.center-nav {
  display: inline-block;
  margin-bottom: -4px;
}
[dir="rtl"] .center-nav form.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] .center-nav .navbar-text {
  float: right;
}
[dir="rtl"] .navbar-inner {
  text-align: right;
}
[dir="rtl"] div.text-left {
  text-align: right;
}
/*!
*
* IPython tree view
*
*/
/* We need an invisible input field on top of the sentense*/
/* "Drag file onto the list ..." */
.alternate_upload {
  background-color: none;
  display: inline;
}
.alternate_upload.form {
  padding: 0;
  margin: 0;
}
.alternate_upload input.fileinput {
  position: absolute;
  display: block;
  width: 100%;
  height: 100%;
  overflow: hidden;
  cursor: pointer;
  opacity: 0;
  z-index: 2;
}
.alternate_upload .btn-xs > input.fileinput {
  margin: -1px -5px;
}
.alternate_upload .btn-upload {
  position: relative;
  height: 22px;
}
::-webkit-file-upload-button {
  cursor: pointer;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
ul#tabs {
  margin-bottom: 4px;
}
ul#tabs a {
  padding-top: 6px;
  padding-bottom: 4px;
}
[dir="rtl"] ul#tabs.nav-tabs > li {
  float: right;
}
[dir="rtl"] ul#tabs.nav.nav-tabs {
  padding-right: 0;
}
ul.breadcrumb a:focus,
ul.breadcrumb a:hover {
  text-decoration: none;
}
ul.breadcrumb i.icon-home {
  font-size: 16px;
  margin-right: 4px;
}
ul.breadcrumb span {
  color: #5e5e5e;
}
.list_toolbar {
  padding: 4px 0 4px 0;
  vertical-align: middle;
}
.list_toolbar .tree-buttons {
  padding-top: 1px;
}
[dir="rtl"] .list_toolbar .tree-buttons .pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .list_toolbar .col-sm-4,
[dir="rtl"] .list_toolbar .col-sm-8 {
  float: right;
}
.dynamic-buttons {
  padding-top: 3px;
  display: inline-block;
}
.list_toolbar [class*="span"] {
  min-height: 24px;
}
.list_header {
  font-weight: bold;
  background-color: #EEE;
}
.list_placeholder {
  font-weight: bold;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
}
.list_container {
  margin-top: 4px;
  margin-bottom: 20px;
  border: 1px solid #ddd;
  border-radius: 2px;
}
.list_container > div {
  border-bottom: 1px solid #ddd;
}
.list_container > div:hover .list-item {
  background-color: red;
}
.list_container > div:last-child {
  border: none;
}
.list_item:hover .list_item {
  background-color: #ddd;
}
.list_item a {
  text-decoration: none;
}
.list_item:hover {
  background-color: #fafafa;
}
.list_header > div,
.list_item > div {
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
}
.list_header > div input,
.list_item > div input {
  margin-right: 7px;
  margin-left: 14px;
  vertical-align: text-bottom;
  line-height: 22px;
  position: relative;
  top: -1px;
}
.list_header > div .item_link,
.list_item > div .item_link {
  margin-left: -1px;
  vertical-align: baseline;
  line-height: 22px;
}
[dir="rtl"] .list_item > div input {
  margin-right: 0;
}
.new-file input[type=checkbox] {
  visibility: hidden;
}
.item_name {
  line-height: 22px;
  height: 24px;
}
.item_icon {
  font-size: 14px;
  color: #5e5e5e;
  margin-right: 7px;
  margin-left: 7px;
  line-height: 22px;
  vertical-align: baseline;
}
.item_modified {
  margin-right: 7px;
  margin-left: 7px;
}
[dir="rtl"] .item_modified.pull-right {
  float: left !important;
  float: left;
}
.item_buttons {
  line-height: 1em;
  margin-left: -5px;
}
.item_buttons .btn,
.item_buttons .btn-group,
.item_buttons .input-group {
  float: left;
}
.item_buttons > .btn,
.item_buttons > .btn-group,
.item_buttons > .input-group {
  margin-left: 5px;
}
.item_buttons .btn {
  min-width: 13ex;
}
.item_buttons .running-indicator {
  padding-top: 4px;
  color: #5cb85c;
}
.item_buttons .kernel-name {
  padding-top: 4px;
  color: #5bc0de;
  margin-right: 7px;
  float: left;
}
[dir="rtl"] .item_buttons.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .item_buttons .kernel-name {
  margin-left: 7px;
  float: right;
}
.toolbar_info {
  height: 24px;
  line-height: 24px;
}
.list_item input:not([type=checkbox]) {
  padding-top: 3px;
  padding-bottom: 3px;
  height: 22px;
  line-height: 14px;
  margin: 0px;
}
.highlight_text {
  color: blue;
}
#project_name {
  display: inline-block;
  padding-left: 7px;
  margin-left: -2px;
}
#project_name > .breadcrumb {
  padding: 0px;
  margin-bottom: 0px;
  background-color: transparent;
  font-weight: bold;
}
.sort_button {
  display: inline-block;
  padding-left: 7px;
}
[dir="rtl"] .sort_button.pull-right {
  float: left !important;
  float: left;
}
#tree-selector {
  padding-right: 0px;
}
#button-select-all {
  min-width: 50px;
}
[dir="rtl"] #button-select-all.btn {
  float: right ;
}
#select-all {
  margin-left: 7px;
  margin-right: 2px;
  margin-top: 2px;
  height: 16px;
}
[dir="rtl"] #select-all.pull-left {
  float: right !important;
  float: right;
}
.menu_icon {
  margin-right: 2px;
}
.tab-content .row {
  margin-left: 0px;
  margin-right: 0px;
}
.folder_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f114";
}
.folder_icon:before.fa-pull-left {
  margin-right: .3em;
}
.folder_icon:before.fa-pull-right {
  margin-left: .3em;
}
.folder_icon:before.pull-left {
  margin-right: .3em;
}
.folder_icon:before.pull-right {
  margin-left: .3em;
}
.notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
}
.notebook_icon:before.fa-pull-left {
  margin-right: .3em;
}
.notebook_icon:before.fa-pull-right {
  margin-left: .3em;
}
.notebook_icon:before.pull-left {
  margin-right: .3em;
}
.notebook_icon:before.pull-right {
  margin-left: .3em;
}
.running_notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
  color: #5cb85c;
}
.running_notebook_icon:before.fa-pull-left {
  margin-right: .3em;
}
.running_notebook_icon:before.fa-pull-right {
  margin-left: .3em;
}
.running_notebook_icon:before.pull-left {
  margin-right: .3em;
}
.running_notebook_icon:before.pull-right {
  margin-left: .3em;
}
.file_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f016";
  position: relative;
  top: -2px;
}
.file_icon:before.fa-pull-left {
  margin-right: .3em;
}
.file_icon:before.fa-pull-right {
  margin-left: .3em;
}
.file_icon:before.pull-left {
  margin-right: .3em;
}
.file_icon:before.pull-right {
  margin-left: .3em;
}
#notebook_toolbar .pull-right {
  padding-top: 0px;
  margin-right: -1px;
}
ul#new-menu {
  left: auto;
  right: 0;
}
#new-menu .dropdown-header {
  font-size: 10px;
  border-bottom: 1px solid #e5e5e5;
  padding: 0 0 3px;
  margin: -3px 20px 0;
}
.kernel-menu-icon {
  padding-right: 12px;
  width: 24px;
  content: "\f096";
}
.kernel-menu-icon:before {
  content: "\f096";
}
.kernel-menu-icon-current:before {
  content: "\f00c";
}
#tab_content {
  padding-top: 20px;
}
#running .panel-group .panel {
  margin-top: 3px;
  margin-bottom: 1em;
}
#running .panel-group .panel .panel-heading {
  background-color: #EEE;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
}
#running .panel-group .panel .panel-heading a:focus,
#running .panel-group .panel .panel-heading a:hover {
  text-decoration: none;
}
#running .panel-group .panel .panel-body {
  padding: 0px;
}
#running .panel-group .panel .panel-body .list_container {
  margin-top: 0px;
  margin-bottom: 0px;
  border: 0px;
  border-radius: 0px;
}
#running .panel-group .panel .panel-body .list_container .list_item {
  border-bottom: 1px solid #ddd;
}
#running .panel-group .panel .panel-body .list_container .list_item:last-child {
  border-bottom: 0px;
}
.delete-button {
  display: none;
}
.duplicate-button {
  display: none;
}
.rename-button {
  display: none;
}
.move-button {
  display: none;
}
.download-button {
  display: none;
}
.shutdown-button {
  display: none;
}
.dynamic-instructions {
  display: inline-block;
  padding-top: 4px;
}
/*!
*
* IPython text editor webapp
*
*/
.selected-keymap i.fa {
  padding: 0px 5px;
}
.selected-keymap i.fa:before {
  content: "\f00c";
}
#mode-menu {
  overflow: auto;
  max-height: 20em;
}
.edit_app #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.edit_app #menubar .navbar {
  /* Use a negative 1 bottom margin, so the border overlaps the border of the
    header */
  margin-bottom: -1px;
}
.dirty-indicator {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator.pull-left {
  margin-right: .3em;
}
.dirty-indicator.pull-right {
  margin-left: .3em;
}
.dirty-indicator-dirty {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-dirty.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator-dirty.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator-dirty.pull-left {
  margin-right: .3em;
}
.dirty-indicator-dirty.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-clean.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f00c";
}
.dirty-indicator-clean:before.fa-pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean:before.fa-pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean:before.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean:before.pull-right {
  margin-left: .3em;
}
#filename {
  font-size: 16pt;
  display: table;
  padding: 0px 5px;
}
#current-mode {
  padding-left: 5px;
  padding-right: 5px;
}
#texteditor-backdrop {
  padding-top: 20px;
  padding-bottom: 20px;
}
@media not print {
  #texteditor-backdrop {
    background-color: #EEE;
  }
}
@media print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container {
    padding: 0px;
    background-color: #fff;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
.CodeMirror-dialog {
  background-color: #fff;
}
/*!
*
* IPython notebook
*
*/
/* CSS font colors for translated ANSI escape sequences */
/* The color values are a mix of
   http://www.xcolors.net/dl/baskerville-ivorylight and
   http://www.xcolors.net/dl/euphrasia */
.ansi-black-fg {
  color: #3E424D;
}
.ansi-black-bg {
  background-color: #3E424D;
}
.ansi-black-intense-fg {
  color: #282C36;
}
.ansi-black-intense-bg {
  background-color: #282C36;
}
.ansi-red-fg {
  color: #E75C58;
}
.ansi-red-bg {
  background-color: #E75C58;
}
.ansi-red-intense-fg {
  color: #B22B31;
}
.ansi-red-intense-bg {
  background-color: #B22B31;
}
.ansi-green-fg {
  color: #00A250;
}
.ansi-green-bg {
  background-color: #00A250;
}
.ansi-green-intense-fg {
  color: #007427;
}
.ansi-green-intense-bg {
  background-color: #007427;
}
.ansi-yellow-fg {
  color: #DDB62B;
}
.ansi-yellow-bg {
  background-color: #DDB62B;
}
.ansi-yellow-intense-fg {
  color: #B27D12;
}
.ansi-yellow-intense-bg {
  background-color: #B27D12;
}
.ansi-blue-fg {
  color: #208FFB;
}
.ansi-blue-bg {
  background-color: #208FFB;
}
.ansi-blue-intense-fg {
  color: #0065CA;
}
.ansi-blue-intense-bg {
  background-color: #0065CA;
}
.ansi-magenta-fg {
  color: #D160C4;
}
.ansi-magenta-bg {
  background-color: #D160C4;
}
.ansi-magenta-intense-fg {
  color: #A03196;
}
.ansi-magenta-intense-bg {
  background-color: #A03196;
}
.ansi-cyan-fg {
  color: #60C6C8;
}
.ansi-cyan-bg {
  background-color: #60C6C8;
}
.ansi-cyan-intense-fg {
  color: #258F8F;
}
.ansi-cyan-intense-bg {
  background-color: #258F8F;
}
.ansi-white-fg {
  color: #C5C1B4;
}
.ansi-white-bg {
  background-color: #C5C1B4;
}
.ansi-white-intense-fg {
  color: #A1A6B2;
}
.ansi-white-intense-bg {
  background-color: #A1A6B2;
}
.ansi-default-inverse-fg {
  color: #FFFFFF;
}
.ansi-default-inverse-bg {
  background-color: #000000;
}
.ansi-bold {
  font-weight: bold;
}
.ansi-underline {
  text-decoration: underline;
}
/* The following styles are deprecated an will be removed in a future version */
.ansibold {
  font-weight: bold;
}
.ansi-inverse {
  outline: 0.5px dotted;
}
/* use dark versions for foreground, to improve visibility */
.ansiblack {
  color: black;
}
.ansired {
  color: darkred;
}
.ansigreen {
  color: darkgreen;
}
.ansiyellow {
  color: #c4a000;
}
.ansiblue {
  color: darkblue;
}
.ansipurple {
  color: darkviolet;
}
.ansicyan {
  color: steelblue;
}
.ansigray {
  color: gray;
}
/* and light for background, for the same reason */
.ansibgblack {
  background-color: black;
}
.ansibgred {
  background-color: red;
}
.ansibggreen {
  background-color: green;
}
.ansibgyellow {
  background-color: yellow;
}
.ansibgblue {
  background-color: blue;
}
.ansibgpurple {
  background-color: magenta;
}
.ansibgcyan {
  background-color: cyan;
}
.ansibggray {
  background-color: gray;
}
div.cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  border-radius: 2px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  border-width: 1px;
  border-style: solid;
  border-color: transparent;
  width: 100%;
  padding: 5px;
  /* This acts as a spacer between cells, that is outside the border */
  margin: 0px;
  outline: none;
  position: relative;
  overflow: visible;
}
div.cell:before {
  position: absolute;
  display: block;
  top: -1px;
  left: -1px;
  width: 5px;
  height: calc(100% +  2px);
  content: '';
  background: transparent;
}
div.cell.jupyter-soft-selected {
  border-left-color: #E3F2FD;
  border-left-width: 1px;
  padding-left: 5px;
  border-right-color: #E3F2FD;
  border-right-width: 1px;
  background: #E3F2FD;
}
@media print {
  div.cell.jupyter-soft-selected {
    border-color: transparent;
  }
}
div.cell.selected,
div.cell.selected.jupyter-soft-selected {
  border-color: #ababab;
}
div.cell.selected:before,
div.cell.selected.jupyter-soft-selected:before {
  position: absolute;
  display: block;
  top: -1px;
  left: -1px;
  width: 5px;
  height: calc(100% +  2px);
  content: '';
  background: #42A5F5;
}
@media print {
  div.cell.selected,
  div.cell.selected.jupyter-soft-selected {
    border-color: transparent;
  }
}
.edit_mode div.cell.selected {
  border-color: #66BB6A;
}
.edit_mode div.cell.selected:before {
  position: absolute;
  display: block;
  top: -1px;
  left: -1px;
  width: 5px;
  height: calc(100% +  2px);
  content: '';
  background: #66BB6A;
}
@media print {
  .edit_mode div.cell.selected {
    border-color: transparent;
  }
}
.prompt {
  /* This needs to be wide enough for 3 digit prompt numbers: In[100]: */
  min-width: 14ex;
  /* This padding is tuned to match the padding on the CodeMirror editor. */
  padding: 0.4em;
  margin: 0px;
  font-family: monospace;
  text-align: right;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
  /* Don't highlight prompt number selection */
  -webkit-touch-callout: none;
  -webkit-user-select: none;
  -khtml-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
  /* Use default cursor */
  cursor: default;
}
@media (max-width: 540px) {
  .prompt {
    text-align: left;
  }
}
div.inner_cell {
  min-width: 0;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_area {
  border: 1px solid #cfcfcf;
  border-radius: 2px;
  background: #f7f7f7;
  line-height: 1.21429em;
}
/* This is needed so that empty prompt areas can collapse to zero height when there
   is no content in the output_subarea and the prompt. The main purpose of this is
   to make sure that empty JavaScript output_subareas have no height. */
div.prompt:empty {
  padding-top: 0;
  padding-bottom: 0;
}
div.unrecognized_cell {
  padding: 5px 5px 5px 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.unrecognized_cell .inner_cell {
  border-radius: 2px;
  padding: 5px;
  font-weight: bold;
  color: red;
  border: 1px solid #cfcfcf;
  background: #eaeaea;
}
div.unrecognized_cell .inner_cell a {
  color: inherit;
  text-decoration: none;
}
div.unrecognized_cell .inner_cell a:hover {
  color: inherit;
  text-decoration: none;
}
@media (max-width: 540px) {
  div.unrecognized_cell > div.prompt {
    display: none;
  }
}
div.code_cell {
  /* avoid page breaking on code cells when printing */
}
@media print {
  div.code_cell {
    page-break-inside: avoid;
  }
}
/* any special styling for code cells that are currently running goes here */
div.input {
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.input {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_prompt {
  color: #303F9F;
  border-top: 1px solid transparent;
}
div.input_area > div.highlight {
  margin: 0.4em;
  border: none;
  padding: 0px;
  background-color: transparent;
}
div.input_area > div.highlight > pre {
  margin: 0px;
  border: none;
  padding: 0px;
  background-color: transparent;
}
/* The following gets added to the <head> if it is detected that the user has a
 * monospace font with inconsistent normal/bold/italic height.  See
 * notebookmain.js.  Such fonts will have keywords vertically offset with
 * respect to the rest of the text.  The user should select a better font.
 * See: https://github.com/ipython/ipython/issues/1503
 *
 * .CodeMirror span {
 *      vertical-align: bottom;
 * }
 */
.CodeMirror {
  line-height: 1.21429em;
  /* Changed from 1em to our global default */
  font-size: 14px;
  height: auto;
  /* Changed to auto to autogrow */
  background: none;
  /* Changed from white to allow our bg to show through */
}
.CodeMirror-scroll {
  /*  The CodeMirror docs are a bit fuzzy on if overflow-y should be hidden or visible.*/
  /*  We have found that if it is visible, vertical scrollbars appear with font size changes.*/
  overflow-y: hidden;
  overflow-x: auto;
}
.CodeMirror-lines {
  /* In CM2, this used to be 0.4em, but in CM3 it went to 4px. We need the em value because */
  /* we have set a different line-height and want this to scale with that. */
  /* Note that this should set vertical padding only, since CodeMirror assumes
       that horizontal padding will be set on CodeMirror pre */
  padding: 0.4em 0;
}
.CodeMirror-linenumber {
  padding: 0 8px 0 4px;
}
.CodeMirror-gutters {
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.CodeMirror pre {
  /* In CM3 this went to 4px from 0 in CM2. This sets horizontal padding only,
    use .CodeMirror-lines for vertical */
  padding: 0 0.4em;
  border: 0;
  border-radius: 0;
}
.CodeMirror-cursor {
  border-left: 1.4px solid black;
}
@media screen and (min-width: 2138px) and (max-width: 4319px) {
  .CodeMirror-cursor {
    border-left: 2px solid black;
  }
}
@media screen and (min-width: 4320px) {
  .CodeMirror-cursor {
    border-left: 4px solid black;
  }
}
/*

Original style from softwaremaniacs.org (c) Ivan Sagalaev <Maniac@SoftwareManiacs.Org>
Adapted from GitHub theme

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
div.output_area .mglyph > img {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 1px 0 1px 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul:not(.list-inline),
.rendered_html ol:not(.list-inline) {
  padding-left: 2em;
}
.rendered_html ul {
  list-style: disc;
}
.rendered_html ul ul {
  list-style: square;
  margin-top: 0;
}
.rendered_html ul ul ul {
  list-style: circle;
}
.rendered_html ol {
  list-style: decimal;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin-top: 0;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
  padding: 0px;
  background-color: #fff;
}
.rendered_html code {
  background-color: #eff0f1;
}
.rendered_html p code {
  padding: 1px 5px;
}
.rendered_html pre code {
  background-color: #fff;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  color: #000;
  font-size: 100%;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: none;
  border-collapse: collapse;
  border-spacing: 0;
  color: black;
  font-size: 12px;
  table-layout: fixed;
}
.rendered_html thead {
  border-bottom: 1px solid black;
  vertical-align: bottom;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  text-align: right;
  vertical-align: middle;
  padding: 0.5em 0.5em;
  line-height: normal;
  white-space: normal;
  max-width: none;
  border: none;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html tbody tr:nth-child(odd) {
  background: #f5f5f5;
}
.rendered_html tbody tr:hover {
  background: rgba(66, 165, 245, 0.2);
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
.rendered_html .alert {
  margin-bottom: initial;
}
.rendered_html * + .alert {
  margin-top: 1em;
}
[dir="rtl"] .rendered_html p {
  text-align: right;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.rendered .rendered_html tr,
.text_cell.rendered .rendered_html th,
.text_cell.rendered .rendered_html td {
  max-width: none;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.text_cell .dropzone .input_area {
  border: 2px dashed #bababa;
  margin: -1px;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
.jupyter-keybindings {
  padding: 1px;
  line-height: 24px;
  border-bottom: 1px solid gray;
}
.jupyter-keybindings input {
  margin: 0;
  padding: 0;
  border: none;
}
.jupyter-keybindings i {
  padding: 6px;
}
.well code {
  background-color: #ffffff;
  border-color: #ababab;
  border-width: 1px;
  border-style: solid;
  padding: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.tags_button_container {
  width: 100%;
  display: flex;
}
.tag-container {
  display: flex;
  flex-direction: row;
  flex-grow: 1;
  overflow: hidden;
  position: relative;
}
.tag-container > * {
  margin: 0 4px;
}
.remove-tag-btn {
  margin-left: 4px;
}
.tags-input {
  display: flex;
}
.cell-tag:last-child:after {
  content: "";
  position: absolute;
  right: 0;
  width: 40px;
  height: 100%;
  /* Fade to background color of cell toolbar */
  background: linear-gradient(to right, rgba(0, 0, 0, 0), #EEE);
}
.tags-input > * {
  margin-left: 4px;
}
.cell-tag,
.tags-input input,
.tags-input button {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  box-shadow: none;
  width: inherit;
  font-size: inherit;
  height: 22px;
  line-height: 22px;
  padding: 0px 4px;
  display: inline-block;
}
.cell-tag:focus,
.tags-input input:focus,
.tags-input button:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.cell-tag::-moz-placeholder,
.tags-input input::-moz-placeholder,
.tags-input button::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.cell-tag:-ms-input-placeholder,
.tags-input input:-ms-input-placeholder,
.tags-input button:-ms-input-placeholder {
  color: #999;
}
.cell-tag::-webkit-input-placeholder,
.tags-input input::-webkit-input-placeholder,
.tags-input button::-webkit-input-placeholder {
  color: #999;
}
.cell-tag::-ms-expand,
.tags-input input::-ms-expand,
.tags-input button::-ms-expand {
  border: 0;
  background-color: transparent;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
.cell-tag[readonly],
.tags-input input[readonly],
.tags-input button[readonly],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  background-color: #eeeeee;
  opacity: 1;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  cursor: not-allowed;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button {
  height: auto;
}
select.cell-tag,
select.tags-input input,
select.tags-input button {
  height: 30px;
  line-height: 30px;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button,
select[multiple].cell-tag,
select[multiple].tags-input input,
select[multiple].tags-input button {
  height: auto;
}
.cell-tag,
.tags-input button {
  padding: 0px 4px;
}
.cell-tag {
  background-color: #fff;
  white-space: nowrap;
}
.tags-input input[type=text]:focus {
  outline: none;
  box-shadow: none;
  border-color: #ccc;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
[dir="rtl"] #kernel_logo_widget {
  float: left !important;
  float: left;
}
.modal .modal-body .move-path {
  display: flex;
  flex-direction: row;
  justify-content: space;
  align-items: center;
}
.modal .modal-body .move-path .server-root {
  padding-right: 20px;
}
.modal .modal-body .move-path .path-input {
  flex: 1;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
[dir="rtl"] #menubar .navbar-toggle {
  float: right;
}
[dir="rtl"] #menubar .navbar-collapse {
  clear: right;
}
[dir="rtl"] #menubar .navbar-nav {
  float: right;
}
[dir="rtl"] #menubar .nav {
  padding-right: 0px;
}
[dir="rtl"] #menubar .navbar-nav > li {
  float: right;
}
[dir="rtl"] #menubar .navbar-right {
  float: left !important;
}
[dir="rtl"] ul.dropdown-menu {
  text-align: right;
  left: auto;
}
[dir="rtl"] ul#new-menu.dropdown-menu {
  right: auto;
  left: 0;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
[dir="rtl"] i.menu-icon.pull-right {
  float: left !important;
  float: left;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
[dir="rtl"] ul#help_menu li a {
  padding-left: 2.2em;
}
[dir="rtl"] ul#help_menu li a i {
  margin-right: 0;
  margin-left: -1.2em;
}
[dir="rtl"] ul#help_menu li a i.pull-right {
  float: left !important;
  float: left;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
[dir="rtl"] .dropdown-submenu > .dropdown-menu {
  right: 100%;
  margin-right: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.fa-pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.fa-pull-right {
  margin-left: .3em;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
[dir="rtl"] .dropdown-submenu > a:after {
  float: left;
  content: "\f0d9";
  margin-right: 0;
  margin-left: -10px;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
[dir="rtl"] #notification_area {
  float: left !important;
  float: left;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] .indicator_area {
  float: left !important;
  float: left;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
[dir="rtl"] #kernel_indicator {
  float: left !important;
  float: left;
  border-left: 0;
  border-right: 1px solid;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] #modal_indicator {
  float: left !important;
  float: left;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  height: 30px;
  margin-top: 4px;
  display: flex;
  justify-content: flex-start;
  align-items: baseline;
  width: 50%;
  flex: 1;
}
span.save_widget span.filename {
  height: 100%;
  line-height: 1em;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  text-overflow: ellipsis;
  overflow: hidden;
  white-space: nowrap;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
[dir="rtl"] span.save_widget.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] span.save_widget span.filename {
  margin-left: 0;
  margin-right: 16px;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
  white-space: nowrap;
  padding: 0 5px;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
    padding: 0 0 0 5px;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
.toolbar-btn-label {
  margin-left: 6px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
[dir="rtl"] .btn-group > .btn,
.btn-group-vertical > .btn {
  float: right;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
 * of chance of beeing generated from the ../less/[samename].less file, you can
 * try to get back the less file by reverting somme commit in history
 **/
/*
 * We'll try to get something pretty, so we
 * have some strange css to have the scroll bar on
 * the left with fix button on the top right of the tooltip
 */
@-moz-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-webkit-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
@-webkit-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
  float: right;
}
.ipython_tooltip .tooltiptext pre {
  border: 0;
  border-radius: 0;
  font-size: 100%;
  background-color: #f7f7f7;
}
.pretooltiparrow {
  left: 0px;
  margin: 0px;
  top: -16px;
  width: 40px;
  height: 16px;
  overflow: hidden;
  position: absolute;
}
.pretooltiparrow:before {
  background-color: #f7f7f7;
  border: 1px #ababab solid;
  z-index: 11;
  content: "";
  position: absolute;
  left: 15px;
  top: 10px;
  width: 25px;
  height: 25px;
  -webkit-transform: rotate(45deg);
  -moz-transform: rotate(45deg);
  -ms-transform: rotate(45deg);
  -o-transform: rotate(45deg);
}
ul.typeahead-list i {
  margin-left: -10px;
  width: 18px;
}
[dir="rtl"] ul.typeahead-list i {
  margin-left: 0;
  margin-right: -10px;
}
ul.typeahead-list {
  max-height: 80vh;
  overflow: auto;
}
ul.typeahead-list > li > a {
  /** Firefox bug **/
  /* see https://github.com/jupyter/notebook/issues/559 */
  white-space: normal;
}
ul.typeahead-list  > li > a.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .typeahead-list {
  text-align: right;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  min-width: 20px;
  color: transparent;
}
[dir="rtl"] .no-shortcut.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .command-shortcut.pull-right {
  float: left !important;
  float: left;
}
.command-shortcut:before {
  content: "(command mode)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
[dir="rtl"] .edit-shortcut.pull-right {
  float: left !important;
  float: left;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
  background-color: #BBDEFB;
  border-color: #90CAF9;
  border-style: solid;
  border-width: 1px;
  border-radius: 0px;
}
[dir="ltr"] #find-and-replace .input-group-btn + .form-control {
  border-left: none;
}
[dir="rtl"] #find-and-replace .input-group-btn + .form-control {
  border-right: none;
}
#find-and-replace #replace-preview .replace .match {
  background-color: #FFCDD2;
  border-color: #EF9A9A;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
  background-color: #C8E6C9;
  border-color: #A5D6A7;
  border-radius: 0px;
}
#find-and-replace #replace-preview {
  max-height: 60vh;
  overflow: auto;
}
#find-and-replace #replace-preview pre {
  padding: 5px 10px;
}
.terminal-app {
  background: #EEE;
}
.terminal-app #header {
  background: #fff;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.terminal-app .terminal {
  width: 100%;
  float: left;
  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
  border-radius: 2px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
}
.terminal-app .terminal,
.terminal-app .terminal dummy-screen {
  line-height: 1em;
  font-size: 14px;
}
.terminal-app .terminal .xterm-rows {
  padding: 10px;
}
.terminal-app .terminal-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
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.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
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.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
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.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
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<style type="text/css">
/* Overrides of notebook CSS for static HTML export */
body {
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div#notebook {
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  border-top: none;
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          display: table;
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        div.output_subarea {
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        .jp-OutputPrompt {
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<p>This post is the first in a series in which we'll use a simple but effective mathematical
model to predict the ongoing Coronavirus outbreak.  As I write, the number of official
confirmed global cases is just under 200,000 and many schools and workplaces all over the world have closed in order to slow its spread.  If you're like me, you're wondering:</p>
<ul>
<li>Am I likely to catch this virus?</li>
<li>How long will it be until my school or workplace opens up again?</li>
</ul>
<p>In television and movies, math is often used to predict things like the behavior of a specific
individual; math is a terrible tool for that kind of thing (indeed, math tells us that such things
are inherently unpredictable).  But math is quite good at predicting the average behavior of large
groups, and a little math can go a long way in telling us what will happen next with COVID-19.  My goal here is to help you understand those predictions with nothing more than high school math.</p>
<p><em>Disclaimer</em>: I am not an epidemiologist and I make no guarantees about the predictions
we'll arrive at here.  By reading this you agree not to sue me.  What I write here does
not reflect the opinion of my employer or anyone else.  My goal is simply to show you how
some relatively straightforward mathematics can give you insight into what appears to be
a very uncertain future.</p>
<p>Each post in this series will be written in a Jupyter notebook, which you can download and experiment with yourself if you are so inclined.  The notebook for this first post is <a href="https://github.com/ketch/covid-blog-posts/blob/master/01_SIR_Model.ipynb">here</a>.</p>

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<h1 id="Modeling-the-spread-of-infectious-disease">Modeling the spread of infectious disease<a class="anchor-link" href="#Modeling-the-spread-of-infectious-disease">&#182;</a></h1>
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<p>An infectious disease spreads from one individual to another.  Consider the following simple model:</p>
<ul>
<li>On day zero, a single individual is infected</li>
<li>On each subsequent day, each infected individual passes the disease to one more individual</li>
</ul>
<p>How quickly does the number of infected individuals grow?</p>

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<p>1, 2, 4, 8, 16, ...</p>

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<p>On each day, the number of infected doubles!  How many days would it take for everyone on earth to be infected?</p>

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<p>This is not a reasonable model for any of the diseases we know of.  Of course, the rate of new infections per infected person (1 per day) was an arbitrary choice and real values are likely to be smaller.  What other effects are missing from this model?</p>

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<ul>
<li><strong>Recovery and immunity</strong>: eventually, an individual recovers and can no longer infect others</li>
<li><strong>Spread</strong>: The infection can only spread to people who don't yet have it.  If most of the individuals in contact with an infected person are already infected, that person is less likely to spread the disease to someone new</li>
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<p>Those two factors are vital to understanding the true dynamics of epidemics.  Of course, there are many other important details we have left out; for instance:</p>
<ul>
<li>The disease may affect different individuals in different ways.</li>
<li>Individuals are spread out geographically.</li>
<li>Certain individuals are likely to infect many others, while others are less likely.  This depends on many factors including culture, personality, and lifestyle, as well as the mode of transmission of the disease.</li>
<li>Individuals might take actions to avoid getting infected (e.g. washing hands, avoiding sick people) or to avoid spreading the disease (e.g. staying home when sick).</li>
</ul>
<p>All of these effects (and many others) will influence the spread of the disease.  A model that tries to incorporate them all would be very complex.</p>

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<h2 id="The-SIR-model">The SIR model<a class="anchor-link" href="#The-SIR-model">&#182;</a></h2><p>One of the simplest but most relevant models is based on the idea that the population consists of three groups:</p>
<ul>
<li><strong>S(t)</strong> Susceptible (those who have not yet been infected)</li>
<li><strong>I(t)</strong> Infected (those who can currently spread the disease)</li>
<li><strong>R(t)</strong> Recovered (those who are now immune and cannot contract or spread the disease)</li>
</ul>

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<p>When we write $S(t)$, we mean that the number of susceptible individuals ($S$) is given as a function of time ($t$).  We can't write down this function exactly; instead it will be described by a <em>differential equation</em>.  Now, differential equations are a bit like <a href="https://en.wikipedia.org/wiki/Whale_shark">whale sharks</a>: they sound scary at first, but in reality they are simple and friendly creatures.</p>
<p>A differential equation is just a description of how some quantity changes.  In this case, we will have three differential equations, describing the rate of change of $S$, $I$, and $R$.  The idea is that susceptible people can become infected and infected people can become recovered:</p>
$$ S \to I \to R$$<p>To define differential equations for the three groups, we only need to determine the rate at which each of these transitions occurs.</p>

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<h3 id="Rate-of-infection">Rate of infection<a class="anchor-link" href="#Rate-of-infection">&#182;</a></h3><p>In our first simple model, we assumed the rate of infection was proportional to the number of infected.  This is very reasonable, but for someone new to become infected we need both an infected individual <strong>and</strong> a susceptible one.  If we imagine that people encounter each other randomly at some rate $\beta$, then the rate of new infections is just the number of infected multiplied by the probability of encountering a susceptible individual:</p>
$$
\frac{dI}{dt} = \beta I \frac{S}{N}.
$$
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<p>When we write $\frac{dI}{dt}$, we mean <em>the rate of change of $I$ over time</em>.  So this equation tells us how quickly the number of infected people will increase.
Here $N=S+I+R$ is the total population, so $S/N$ is the probability that a randomly chosen individual is susceptible.</p>

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<p>Of course, since new infected people were previously susceptible, the number of susceptible individuals must decrease at the same rate:</p>
$$
\frac{dS}{dt} = -\beta I \frac{S}{N}.
$$
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<h3 id="Rate-of-recovery">Rate of recovery<a class="anchor-link" href="#Rate-of-recovery">&#182;</a></h3><p>The other transition is from infected to recovered.  A proper model for this should involve a time delay, since (for many diseases) new infected individuals typically become recovered after a certain interval of time.  For instance, with the flu or the new Coronavirus, the number of new recovered individuals might depend on how many became infected about one or two weeks ago.  Incorporating such an effect would lead to a more complicated model known as a <strong>delay differential equation</strong>.</p>

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<p>Instead, we will simply assume that over any time interval, a certain fraction of the infected become recovered.  Denoting the recovery rate by $\gamma$, we have</p>
$$
\frac{dR}{dt} = \gamma I.
$$
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<p>The number of infected must decrease at the same rate, so we must modify our differential equation for $I(t)$ to read</p>
$$
\frac{dI}{dt} = \beta I \frac{S}{N}-\gamma I.
$$
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<h3 id="The-full-model">The full model<a class="anchor-link" href="#The-full-model">&#182;</a></h3><p>Taking these three equations together, we have</p>
\begin{align}
\frac{dS}{dt} &amp; = -\beta I \frac{S}{N} \\
\frac{dI}{dt} &amp; = \beta I \frac{S}{N}-\gamma I \\
\frac{dR}{dt} &amp; = \gamma I
\end{align}
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<p>Notice that if we add the 3 equations together, we get</p>
$$
\frac{dN}{dt} = 0.
$$
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<p>What do $\beta$ and $\gamma$ really mean?  We can think of $\beta$ as the number of others that one infected person encounters per unit time, and $\gamma^{-1}$ as the typical time from infection to recovery.  So the number of new infections generated by one infected individual is, on average, $$\beta/\gamma = R_0,$$ the <strong>basic reproduction number</strong>.</p>

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<h3 id="SIR-dynamics">SIR dynamics<a class="anchor-link" href="#SIR-dynamics">&#182;</a></h3><p>Notice that $S(t)$ can only decrease and $R(t)$ can only increase, but $I(t)$ may increase or decrease.  A key question is, under what conditions will $I(t)$ increase?  This will tell us whether a small number of cases could become an epidemic.</p>

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<p>We can write</p>
$$
\frac{dI}{dt} = \left(\beta \frac{S}{N}-\gamma \right) I
$$
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<p>from which we see that $I(t)$ grows if 
$$\beta S/N &gt; \gamma.$$</p>

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$$
\frac{dI}{dt} = \left(\beta \frac{S}{N}-\gamma \right) I
$$<p>Initially in a population we have 
$$S/N \approx 1,$$</p>
<p>so an epidemic of some size can occur if $\beta &gt; \gamma$.  As the epidemic grows, the ratio $S/N$ becomes smaller, so eventually the spread slows down.</p>
<p>What fraction of the population must been infected before $I(t)$ will start to decrease?</p>

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<p>The epidemic will begin to subside when 
$$S/N = (\beta/\gamma)^{-1} = R_0^{-1}.$$</p>
<p>This determines the infection peak.  After this point, there will still be new infections but the overall number of infected will decrease.</p>

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<h2 id="An-example">An example<a class="anchor-link" href="#An-example">&#182;</a></h2><p>So what does an epidemic look like, using the SIR model?  We can easily compute the solution using standard numerical methods; I've omitted the code here since I want to focus on the model, but feel free to look at <a href="https://github.com/ketch/covid-blog-posts/blob/master/The%20SIR%20Model%20-%20blog.ipynb">the original Jupyter notebook with code</a> and modify the parameters yourself.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="o">%</span><span class="k">matplotlib</span> inline
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="kn">from</span> <span class="nn">ipywidgets</span> <span class="k">import</span> <span class="n">interact</span><span class="p">,</span> <span class="n">widgets</span>
<span class="n">plt</span><span class="o">.</span><span class="n">style</span><span class="o">.</span><span class="n">use</span><span class="p">(</span><span class="s1">&#39;seaborn-poster&#39;</span><span class="p">)</span>
</pre></div>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">beta</span> <span class="o">=</span> <span class="mf">1.0</span>
<span class="n">gamma</span> <span class="o">=</span> <span class="mf">0.1</span>
<span class="n">N</span> <span class="o">=</span> <span class="mf">1.</span>

<span class="c1"># Initial values</span>

<span class="n">R</span> <span class="o">=</span> <span class="p">[</span><span class="mi">0</span><span class="p">]</span>
<span class="n">I</span> <span class="o">=</span> <span class="p">[</span><span class="mf">1.e-6</span><span class="p">]</span>
<span class="n">S</span> <span class="o">=</span> <span class="p">[</span><span class="n">N</span> <span class="o">-</span> <span class="n">I</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">-</span> <span class="n">R</span><span class="p">[</span><span class="mi">0</span><span class="p">]]</span>

<span class="k">def</span> <span class="nf">change</span><span class="p">(</span><span class="n">S</span><span class="p">,</span><span class="n">I</span><span class="p">,</span><span class="n">R</span><span class="p">):</span>
    <span class="n">S_change</span> <span class="o">=</span> <span class="o">-</span><span class="n">beta</span><span class="o">*</span><span class="n">I</span><span class="o">*</span><span class="n">S</span><span class="o">/</span><span class="n">N</span>
    <span class="n">I_change</span> <span class="o">=</span> <span class="n">beta</span><span class="o">*</span><span class="n">I</span><span class="o">*</span><span class="n">S</span><span class="o">/</span><span class="n">N</span> <span class="o">-</span> <span class="n">gamma</span><span class="o">*</span><span class="n">I</span>
    <span class="n">R_change</span> <span class="o">=</span> <span class="n">gamma</span><span class="o">*</span><span class="n">I</span>
    <span class="k">return</span> <span class="n">S_change</span><span class="p">,</span> <span class="n">I_change</span><span class="p">,</span> <span class="n">R_change</span>


<span class="n">T</span> <span class="o">=</span> <span class="mi">100</span>
<span class="n">dt</span> <span class="o">=</span> <span class="mf">0.01</span>
<span class="n">times</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="n">T</span><span class="p">,</span><span class="nb">int</span><span class="p">(</span><span class="n">T</span><span class="o">/</span><span class="n">dt</span><span class="p">)</span><span class="o">+</span><span class="mi">1</span><span class="p">)</span>

<span class="k">for</span> <span class="n">t</span> <span class="ow">in</span> <span class="n">times</span><span class="p">[</span><span class="mi">1</span><span class="p">:]:</span>
    <span class="c1"># Just use Euler&#39;s method for this introductory example</span>
    <span class="n">S_change</span><span class="p">,</span> <span class="n">I_change</span><span class="p">,</span> <span class="n">R_change</span> <span class="o">=</span> <span class="n">change</span><span class="p">(</span><span class="n">S</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">],</span><span class="n">I</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">],</span><span class="n">R</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span>
    <span class="n">I</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">I</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">+</span><span class="n">dt</span><span class="o">*</span><span class="n">I_change</span><span class="p">)</span>
    <span class="n">S</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">S</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">+</span><span class="n">dt</span><span class="o">*</span><span class="n">S_change</span><span class="p">)</span>
    <span class="n">R</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">R</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">+</span><span class="n">dt</span><span class="o">*</span><span class="n">R_change</span><span class="p">)</span>

<span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">6</span><span class="p">))</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">times</span><span class="p">,</span><span class="n">S</span><span class="p">,</span><span class="n">lw</span><span class="o">=</span><span class="mi">3</span><span class="p">);</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">times</span><span class="p">,</span><span class="n">I</span><span class="p">,</span><span class="n">lw</span><span class="o">=</span><span class="mi">3</span><span class="p">);</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">times</span><span class="p">,</span><span class="n">R</span><span class="p">,</span><span class="n">lw</span><span class="o">=</span><span class="mi">3</span><span class="p">);</span>
<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">([</span><span class="s1">&#39;Susceptible&#39;</span><span class="p">,</span><span class="s1">&#39;Infected&#39;</span><span class="p">,</span><span class="s1">&#39;Recovered&#39;</span><span class="p">])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;Time&#39;</span><span class="p">);</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="mi">100</span><span class="p">);</span> <span class="n">plt</span><span class="o">.</span><span class="n">ylim</span><span class="p">(</span><span class="o">-.</span><span class="mi">01</span><span class="p">,</span><span class="mf">1.01</span><span class="p">);</span>
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<p>Here I've set $N=1$ so the numbers on the vertical axis represent a fraction of the current population.  Initially, only a tiny fraction is infected while the remainder is susceptible.  The plot above shows the typical behavior of an epidemic: an initial rapid exponential spread, until much of the population is infected or recovered, at which point the number of infections begins to decline.</p>
<p>According to our analysis above, the number of infections should begin to decrease when the susceptible fraction $S/N$ is equal to $\gamma/\beta$.  Here I've taken $\beta=1$ and $\gamma=1/10$, so the infection peak should occur when the susceptible population has dropped to 1/10.  Let's check:</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">6</span><span class="p">))</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">times</span><span class="p">,</span><span class="n">S</span><span class="p">,</span><span class="n">lw</span><span class="o">=</span><span class="mi">3</span><span class="p">);</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">times</span><span class="p">,</span><span class="n">I</span><span class="p">,</span><span class="n">lw</span><span class="o">=</span><span class="mi">3</span><span class="p">);</span>
<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">([</span><span class="s1">&#39;Susceptible&#39;</span><span class="p">,</span><span class="s1">&#39;Infected&#39;</span><span class="p">])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;Time&#39;</span><span class="p">);</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">([</span><span class="mf">18.</span><span class="p">,</span><span class="mf">18.</span><span class="p">],[</span><span class="mi">0</span><span class="p">,</span><span class="mi">1</span><span class="p">],</span><span class="s1">&#39;--k&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span><span class="mi">30</span><span class="p">],[</span><span class="mf">0.1</span><span class="p">,</span><span class="mf">0.1</span><span class="p">],</span><span class="s1">&#39;--k&#39;</span><span class="p">);</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="mi">100</span><span class="p">);</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylim</span><span class="p">(</span><span class="o">-.</span><span class="mi">01</span><span class="p">,</span><span class="mf">1.01</span><span class="p">);</span>
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<p>The results are in perfect agreement with what we predicted.  In the <a href="https://github.com/ketch/covid-blog-posts/blob/master/01_SIR_Model.ipynb">Jupyter notebook</a> there is an interactive model where you can adjust the parameters and see the results.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">SIR_model</span><span class="p">(</span><span class="n">beta</span><span class="o">=</span><span class="mf">1.0</span><span class="p">,</span><span class="n">gamma</span><span class="o">=</span><span class="mf">0.1</span><span class="p">):</span>

    <span class="n">R</span> <span class="o">=</span> <span class="p">[</span><span class="mi">0</span><span class="p">]</span>
    <span class="n">I</span> <span class="o">=</span> <span class="p">[</span><span class="mf">1.e-6</span><span class="p">]</span>
    <span class="n">S</span> <span class="o">=</span> <span class="p">[</span><span class="n">N</span> <span class="o">-</span> <span class="n">I</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">-</span> <span class="n">R</span><span class="p">[</span><span class="mi">0</span><span class="p">]]</span>

    <span class="k">def</span> <span class="nf">change</span><span class="p">(</span><span class="n">S</span><span class="p">,</span><span class="n">I</span><span class="p">,</span><span class="n">R</span><span class="p">):</span>
        <span class="n">S_change</span> <span class="o">=</span> <span class="o">-</span><span class="n">beta</span><span class="o">*</span><span class="n">I</span><span class="o">*</span><span class="n">S</span><span class="o">/</span><span class="n">N</span>
        <span class="n">I_change</span> <span class="o">=</span> <span class="n">beta</span><span class="o">*</span><span class="n">I</span><span class="o">*</span><span class="n">S</span><span class="o">/</span><span class="n">N</span> <span class="o">-</span> <span class="n">gamma</span><span class="o">*</span><span class="n">I</span>
        <span class="n">R_change</span> <span class="o">=</span> <span class="n">gamma</span><span class="o">*</span><span class="n">I</span>
        <span class="k">return</span> <span class="n">S_change</span><span class="p">,</span> <span class="n">I_change</span><span class="p">,</span> <span class="n">R_change</span>


    <span class="n">T</span> <span class="o">=</span> <span class="mi">100</span>
    <span class="n">dt</span> <span class="o">=</span> <span class="mf">0.01</span>
    <span class="n">times</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="n">T</span><span class="p">,</span><span class="nb">int</span><span class="p">(</span><span class="n">T</span><span class="o">/</span><span class="n">dt</span><span class="p">)</span><span class="o">+</span><span class="mi">1</span><span class="p">)</span>

    <span class="k">for</span> <span class="n">t</span> <span class="ow">in</span> <span class="n">times</span><span class="p">[</span><span class="mi">1</span><span class="p">:]:</span>
        <span class="n">S_change</span><span class="p">,</span> <span class="n">I_change</span><span class="p">,</span> <span class="n">R_change</span> <span class="o">=</span> <span class="n">change</span><span class="p">(</span><span class="n">S</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">],</span><span class="n">I</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">],</span><span class="n">R</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span>
        <span class="n">I</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">I</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">+</span><span class="n">dt</span><span class="o">*</span><span class="n">I_change</span><span class="p">)</span>
        <span class="n">S</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">S</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">+</span><span class="n">dt</span><span class="o">*</span><span class="n">S_change</span><span class="p">)</span>
        <span class="n">R</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">R</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">+</span><span class="n">dt</span><span class="o">*</span><span class="n">R_change</span><span class="p">)</span>

    <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span><span class="mi">6</span><span class="p">))</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">times</span><span class="p">,</span><span class="n">S</span><span class="p">,</span><span class="n">lw</span><span class="o">=</span><span class="mi">3</span><span class="p">);</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">times</span><span class="p">,</span><span class="n">I</span><span class="p">,</span><span class="n">lw</span><span class="o">=</span><span class="mi">3</span><span class="p">);</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">times</span><span class="p">,</span><span class="n">R</span><span class="p">,</span><span class="n">lw</span><span class="o">=</span><span class="mi">3</span><span class="p">);</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">([</span><span class="s1">&#39;Susceptible&#39;</span><span class="p">,</span><span class="s1">&#39;Infected&#39;</span><span class="p">,</span><span class="s1">&#39;Recovered&#39;</span><span class="p">])</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;Time&#39;</span><span class="p">);</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="mi">100</span><span class="p">);</span> <span class="n">plt</span><span class="o">.</span><span class="n">ylim</span><span class="p">(</span><span class="o">-.</span><span class="mi">01</span><span class="p">,</span><span class="mf">1.01</span><span class="p">);</span>
</pre></div>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">interact</span><span class="p">(</span><span class="n">SIR_model</span><span class="p">,</span><span class="n">beta</span><span class="o">=</span><span class="n">widgets</span><span class="o">.</span><span class="n">FloatSlider</span><span class="p">(</span><span class="nb">min</span><span class="o">=</span><span class="mf">0.01</span><span class="p">,</span><span class="nb">max</span><span class="o">=</span><span class="mf">1.0</span><span class="p">,</span><span class="n">step</span><span class="o">=</span><span class="mf">0.01</span><span class="p">,</span><span class="n">value</span><span class="o">=</span><span class="mf">1.0</span><span class="p">,</span><span class="n">description</span><span class="o">=</span><span class="sa">r</span><span class="s1">&#39;$\beta$&#39;</span><span class="p">),</span>
         <span class="n">gamma</span><span class="o">=</span><span class="n">widgets</span><span class="o">.</span><span class="n">FloatSlider</span><span class="p">(</span><span class="nb">min</span><span class="o">=</span><span class="mf">0.01</span><span class="p">,</span><span class="nb">max</span><span class="o">=</span><span class="mf">1.0</span><span class="p">,</span><span class="n">step</span><span class="o">=</span><span class="mf">0.01</span><span class="p">,</span><span class="n">value</span><span class="o">=</span><span class="mf">0.1</span><span class="p">,</span><span class="n">description</span><span class="o">=</span><span class="sa">r</span><span class="s1">&#39;$\gamma$&#39;</span><span class="p">));</span>
</pre></div>

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<p>In the next post, we will look at real-world data to estimate the values of $\beta$ and $\gamma$.</p>

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