Project Compilation.html

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

<title>Project Compilation</title>

<script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/2.0.3/jquery.min.js"></script>


<style type="text/css">
    /*!
*
* Twitter Bootstrap
*
*/
/*!
 * Bootstrap v3.3.7 (http://getbootstrap.com)
 * Copyright 2011-2016 Twitter, Inc.
 * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
 */
/*! 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 {
  overflow: auto;
}
code,
kbd,
pre,
samp {
  font-family: monospace, monospace;
  font-size: 1em;
}
button,
input,
optgroup,
select,
textarea {
  color: inherit;
  font: inherit;
  margin: 0;
}
button {
  overflow: visible;
}
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 {
  line-height: normal;
}
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 {
  -webkit-appearance: none;
}
fieldset {
  border: 1px solid #c0c0c0;
  margin: 0 2px;
  padding: 0.35em 0.625em 0.75em;
}
legend {
  border: 0;
  padding: 0;
}
textarea {
  overflow: auto;
}
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;
  }
  a,
  a:visited {
    text-decoration: underline;
  }
  a[href]:after {
    content: " (" attr(href) ")";
  }
  abbr[title]:after {
    content: " (" attr(title) ")";
  }
  a[href^="#"]:after,
  a[href^="javascript:"]:after {
    content: "";
  }
  pre,
  blockquote {
    border: 1px solid #999;
    page-break-inside: avoid;
  }
  thead {
    display: table-header-group;
  }
  tr,
  img {
    page-break-inside: avoid;
  }
  img {
    max-width: 100% !important;
  }
  p,
  h2,
  h3 {
    orphans: 3;
    widows: 3;
  }
  h2,
  h3 {
    page-break-after: avoid;
  }
  .navbar {
    display: none;
  }
  .btn > .caret,
  .dropup > .btn > .caret {
    border-top-color: #000 !important;
  }
  .label {
    border: 1px solid #000;
  }
  .table {
    border-collapse: collapse !important;
  }
  .table td,
  .table th {
    background-color: #fff !important;
  }
  .table-bordered th,
  .table-bordered td {
    border: 1px solid #ddd !important;
  }
}
@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 {
  content: "\e006";
}
.glyphicon-star-empty:before {
  content: "\e007";
}
.glyphicon-user:before {
  content: "\e008";
}
.glyphicon-film:before {
  content: "\e009";
}
.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";
}
.glyphicon-zoom-in:before {
  content: "\e015";
}
.glyphicon-zoom-out:before {
  content: "\e016";
}
.glyphicon-off:before {
  content: "\e017";
}
.glyphicon-signal:before {
  content: "\e018";
}
.glyphicon-cog:before {
  content: "\e019";
}
.glyphicon-trash:before {
  content: "\e020";
}
.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 {
  content: "\e029";
}
.glyphicon-repeat:before {
  content: "\e030";
}
.glyphicon-refresh:before {
  content: "\e031";
}
.glyphicon-list-alt:before {
  content: "\e032";
}
.glyphicon-lock:before {
  content: "\e033";
}
.glyphicon-flag:before {
  content: "\e034";
}
.glyphicon-headphones:before {
  content: "\e035";
}
.glyphicon-volume-off:before {
  content: "\e036";
}
.glyphicon-volume-down:before {
  content: "\e037";
}
.glyphicon-volume-up:before {
  content: "\e038";
}
.glyphicon-qrcode:before {
  content: "\e039";
}
.glyphicon-barcode:before {
  content: "\e040";
}
.glyphicon-tag:before {
  content: "\e041";
}
.glyphicon-tags:before {
  content: "\e042";
}
.glyphicon-book:before {
  content: "\e043";
}
.glyphicon-bookmark:before {
  content: "\e044";
}
.glyphicon-print:before {
  content: "\e045";
}
.glyphicon-camera:before {
  content: "\e046";
}
.glyphicon-font:before {
  content: "\e047";
}
.glyphicon-bold:before {
  content: "\e048";
}
.glyphicon-italic:before {
  content: "\e049";
}
.glyphicon-text-height:before {
  content: "\e050";
}
.glyphicon-text-width:before {
  content: "\e051";
}
.glyphicon-align-left:before {
  content: "\e052";
}
.glyphicon-align-center:before {
  content: "\e053";
}
.glyphicon-align-right:before {
  content: "\e054";
}
.glyphicon-align-justify:before {
  content: "\e055";
}
.glyphicon-list:before {
  content: "\e056";
}
.glyphicon-indent-left:before {
  content: "\e057";
}
.glyphicon-indent-right:before {
  content: "\e058";
}
.glyphicon-facetime-video:before {
  content: "\e059";
}
.glyphicon-picture:before {
  content: "\e060";
}
.glyphicon-map-marker:before {
  content: "\e062";
}
.glyphicon-adjust:before {
  content: "\e063";
}
.glyphicon-tint:before {
  content: "\e064";
}
.glyphicon-edit:before {
  content: "\e065";
}
.glyphicon-share:before {
  content: "\e066";
}
.glyphicon-check:before {
  content: "\e067";
}
.glyphicon-move:before {
  content: "\e068";
}
.glyphicon-step-backward:before {
  content: "\e069";
}
.glyphicon-fast-backward:before {
  content: "\e070";
}
.glyphicon-backward:before {
  content: "\e071";
}
.glyphicon-play:before {
  content: "\e072";
}
.glyphicon-pause:before {
  content: "\e073";
}
.glyphicon-stop:before {
  content: "\e074";
}
.glyphicon-forward:before {
  content: "\e075";
}
.glyphicon-fast-forward:before {
  content: "\e076";
}
.glyphicon-step-forward:before {
  content: "\e077";
}
.glyphicon-eject:before {
  content: "\e078";
}
.glyphicon-chevron-left:before {
  content: "\e079";
}
.glyphicon-chevron-right:before {
  content: "\e080";
}
.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 {
  content: "\e085";
}
.glyphicon-info-sign:before {
  content: "\e086";
}
.glyphicon-screenshot:before {
  content: "\e087";
}
.glyphicon-remove-circle:before {
  content: "\e088";
}
.glyphicon-ok-circle:before {
  content: "\e089";
}
.glyphicon-ban-circle:before {
  content: "\e090";
}
.glyphicon-arrow-left:before {
  content: "\e091";
}
.glyphicon-arrow-right:before {
  content: "\e092";
}
.glyphicon-arrow-up:before {
  content: "\e093";
}
.glyphicon-arrow-down:before {
  content: "\e094";
}
.glyphicon-share-alt:before {
  content: "\e095";
}
.glyphicon-resize-full:before {
  content: "\e096";
}
.glyphicon-resize-small:before {
  content: "\e097";
}
.glyphicon-exclamation-sign:before {
  content: "\e101";
}
.glyphicon-gift:before {
  content: "\e102";
}
.glyphicon-leaf:before {
  content: "\e103";
}
.glyphicon-fire:before {
  content: "\e104";
}
.glyphicon-eye-open:before {
  content: "\e105";
}
.glyphicon-eye-close:before {
  content: "\e106";
}
.glyphicon-warning-sign:before {
  content: "\e107";
}
.glyphicon-plane:before {
  content: "\e108";
}
.glyphicon-calendar:before {
  content: "\e109";
}
.glyphicon-random:before {
  content: "\e110";
}
.glyphicon-comment:before {
  content: "\e111";
}
.glyphicon-magnet:before {
  content: "\e112";
}
.glyphicon-chevron-up:before {
  content: "\e113";
}
.glyphicon-chevron-down:before {
  content: "\e114";
}
.glyphicon-retweet:before {
  content: "\e115";
}
.glyphicon-shopping-cart:before {
  content: "\e116";
}
.glyphicon-folder-close:before {
  content: "\e117";
}
.glyphicon-folder-open:before {
  content: "\e118";
}
.glyphicon-resize-vertical:before {
  content: "\e119";
}
.glyphicon-resize-horizontal:before {
  content: "\e120";
}
.glyphicon-hdd:before {
  content: "\e121";
}
.glyphicon-bullhorn:before {
  content: "\e122";
}
.glyphicon-bell:before {
  content: "\e123";
}
.glyphicon-certificate:before {
  content: "\e124";
}
.glyphicon-thumbs-up:before {
  content: "\e125";
}
.glyphicon-thumbs-down:before {
  content: "\e126";
}
.glyphicon-hand-right:before {
  content: "\e127";
}
.glyphicon-hand-left:before {
  content: "\e128";
}
.glyphicon-hand-up:before {
  content: "\e129";
}
.glyphicon-hand-down:before {
  content: "\e130";
}
.glyphicon-circle-arrow-right:before {
  content: "\e131";
}
.glyphicon-circle-arrow-left:before {
  content: "\e132";
}
.glyphicon-circle-arrow-up:before {
  content: "\e133";
}
.glyphicon-circle-arrow-down:before {
  content: "\e134";
}
.glyphicon-globe:before {
  content: "\e135";
}
.glyphicon-wrench:before {
  content: "\e136";
}
.glyphicon-tasks:before {
  content: "\e137";
}
.glyphicon-filter:before {
  content: "\e138";
}
.glyphicon-briefcase:before {
  content: "\e139";
}
.glyphicon-fullscreen:before {
  content: "\e140";
}
.glyphicon-dashboard:before {
  content: "\e141";
}
.glyphicon-paperclip:before {
  content: "\e142";
}
.glyphicon-heart-empty:before {
  content: "\e143";
}
.glyphicon-link:before {
  content: "\e144";
}
.glyphicon-phone:before {
  content: "\e145";
}
.glyphicon-pushpin:before {
  content: "\e146";
}
.glyphicon-usd:before {
  content: "\e148";
}
.glyphicon-gbp:before {
  content: "\e149";
}
.glyphicon-sort:before {
  content: "\e150";
}
.glyphicon-sort-by-alphabet:before {
  content: "\e151";
}
.glyphicon-sort-by-alphabet-alt:before {
  content: "\e152";
}
.glyphicon-sort-by-order:before {
  content: "\e153";
}
.glyphicon-sort-by-order-alt:before {
  content: "\e154";
}
.glyphicon-sort-by-attributes:before {
  content: "\e155";
}
.glyphicon-sort-by-attributes-alt:before {
  content: "\e156";
}
.glyphicon-unchecked:before {
  content: "\e157";
}
.glyphicon-expand:before {
  content: "\e158";
}
.glyphicon-collapse-down:before {
  content: "\e159";
}
.glyphicon-collapse-up:before {
  content: "\e160";
}
.glyphicon-log-in:before {
  content: "\e161";
}
.glyphicon-flash:before {
  content: "\e162";
}
.glyphicon-log-out:before {
  content: "\e163";
}
.glyphicon-new-window:before {
  content: "\e164";
}
.glyphicon-record:before {
  content: "\e165";
}
.glyphicon-save:before {
  content: "\e166";
}
.glyphicon-open:before {
  content: "\e167";
}
.glyphicon-saved:before {
  content: "\e168";
}
.glyphicon-import:before {
  content: "\e169";
}
.glyphicon-export:before {
  content: "\e170";
}
.glyphicon-send:before {
  content: "\e171";
}
.glyphicon-floppy-disk:before {
  content: "\e172";
}
.glyphicon-floppy-saved:before {
  content: "\e173";
}
.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 {
  content: "\e179";
}
.glyphicon-header:before {
  content: "\e180";
}
.glyphicon-compressed:before {
  content: "\e181";
}
.glyphicon-earphone:before {
  content: "\e182";
}
.glyphicon-phone-alt:before {
  content: "\e183";
}
.glyphicon-tower:before {
  content: "\e184";
}
.glyphicon-stats:before {
  content: "\e185";
}
.glyphicon-sd-video:before {
  content: "\e186";
}
.glyphicon-hd-video:before {
  content: "\e187";
}
.glyphicon-subtitles:before {
  content: "\e188";
}
.glyphicon-sound-stereo:before {
  content: "\e189";
}
.glyphicon-sound-dolby:before {
  content: "\e190";
}
.glyphicon-sound-5-1:before {
  content: "\e191";
}
.glyphicon-sound-6-1:before {
  content: "\e192";
}
.glyphicon-sound-7-1:before {
  content: "\e193";
}
.glyphicon-copyright-mark:before {
  content: "\e194";
}
.glyphicon-registration-mark:before {
  content: "\e195";
}
.glyphicon-cloud-download:before {
  content: "\e197";
}
.glyphicon-cloud-upload:before {
  content: "\e198";
}
.glyphicon-tree-conifer:before {
  content: "\e199";
}
.glyphicon-tree-deciduous:before {
  content: "\e200";
}
.glyphicon-cd:before {
  content: "\e201";
}
.glyphicon-save-file:before {
  content: "\e202";
}
.glyphicon-open-file:before {
  content: "\e203";
}
.glyphicon-level-up:before {
  content: "\e204";
}
.glyphicon-copy:before {
  content: "\e205";
}
.glyphicon-paste:before {
  content: "\e206";
}
.glyphicon-alert:before {
  content: "\e209";
}
.glyphicon-equalizer:before {
  content: "\e210";
}
.glyphicon-king:before {
  content: "\e211";
}
.glyphicon-queen:before {
  content: "\e212";
}
.glyphicon-pawn:before {
  content: "\e213";
}
.glyphicon-bishop:before {
  content: "\e214";
}
.glyphicon-knight:before {
  content: "\e215";
}
.glyphicon-baby-formula:before {
  content: "\e216";
}
.glyphicon-tent:before {
  content: "\26fa";
}
.glyphicon-blackboard:before {
  content: "\e218";
}
.glyphicon-bed:before {
  content: "\e219";
}
.glyphicon-apple:before {
  content: "\f8ff";
}
.glyphicon-erase:before {
  content: "\e221";
}
.glyphicon-hourglass:before {
  content: "\231b";
}
.glyphicon-lamp:before {
  content: "\e223";
}
.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;
}
/*# sourceMappingURL=style.min.css.map */
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<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
.highlight .c { color: #408080; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.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 */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
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.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .fm { color: #0000FF } /* Name.Function.Magic */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
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.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
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<style type="text/css">
    
/* Temporary definitions which will become obsolete with Notebook release 5.0 */
.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-bold { font-weight: bold; }

    </style>
<style type="text/css">
    div#notebook {
 font-family: sans-serif;
 font-size: 13pt;
 line-height: 170%;
 color: #cdd2e9;
 -webkit-font-smoothing: antialiased !important;
 padding-top: 25px !important;
}
body,
div.body {
 font-family: sans-serif;
 font-size: 13pt;
 color: #a2b0c7;
 background-color: #262931;
 background: #262931;
 -webkit-font-smoothing: antialiased !important;
}
body.notebook_app {
 padding: 0;
 background-color: #262931;
 background: #262931;
 padding-right: 0px !important;
 overflow-y: hidden;
}
a {
 font-family: sans-serif;
 color: #a2b0c7;
 -webkit-font-smoothing: antialiased !important;
}
a:hover,
a:focus {
 color: #d8dcee;
 -webkit-font-smoothing: antialiased !important;
}
div#maintoolbar {
 position: absolute;
 width: 90%;
 margin-left: -10%;
 padding-right: 8%;
 float: left;
 background: transparent !important;
}
#maintoolbar {
 margin-bottom: -3px;
 margin-top: 0px;
 border: 0px;
 min-height: 27px;
 padding-top: 2px;
 padding-bottom: 0px;
}
#maintoolbar .container {
 width: 75%;
 margin-right: auto;
 margin-left: auto;
}
.list_header,
div#notebook_list_header.row.list_header {
 font-size: 14pt;
 color: #d8dcee;
 background-color: transparent;
 height: 35px;
}
i.fa.fa-folder {
 display: inline-block;
 font: normal normal normal 14px "FontAwesome";
 font-family: "FontAwesome" !important;
 text-rendering: auto;
 -webkit-font-smoothing: antialiased;
 font-size: 18px;
 -moz-osx-font-smoothing: grayscale;
}
#running .panel-group .panel .panel-heading {
 font-size: 14pt;
 color: #a2b0c7;
 padding: 8px 8px;
 background: #2e3642;
 background-color: #2e3642;
}
#running .panel-group .panel .panel-heading a {
 font-size: 14pt;
 color: #a2b0c7;
}
#running .panel-group .panel .panel-heading a:focus,
#running .panel-group .panel .panel-heading a:hover {
 font-size: 14pt;
 color: #a2b0c7;
}
#running .panel-group .panel .panel-body .list_container .list_item {
 background: #384152;
 background-color: #384152;
 padding: 2px;
 border-bottom: 2px solid rgba(80,92,133,.22);
}
#running .panel-group .panel .panel-body .list_container .list_item:hover {
 background: #384152;
 background-color: #384152;
}
#running .panel-group .panel .panel-body {
 padding: 2px;
}
button#refresh_running_list {
 border: none !important;
}
button#refresh_cluster_list {
 border: none !important;
}
div.running_list_info.toolbar_info {
 font-size: 15px;
 padding: 4px 0 4px 0;
 margin-top: 5px;
 margin-bottom: 8px;
 height: 24px;
 line-height: 24px;
 text-shadow: none;
}
.list_placeholder {
 font-weight: normal;
}
#tree-selector {
 padding: 0px;
 border-color: transparent;
}
#project_name > ul > li > a > i.fa.fa-home {
 color: #4c8be2;
 font-size: 17pt;
 display: inline-block;
 position: static;
 padding: 0px 0px;
 font-weight: normal;
 text-align: center;
 vertical-align: text-top;
}
.fa-folder:before {
 color: #4c8be2;
}
.fa-arrow-up:before {
 font-size: 14px;
}
.fa-arrow-down:before {
 font-size: 14px;
}
span#last-modified.btn.btn-xs.btn-default.sort-action:hover .fa,
span#sort-name.btn.btn-xs.btn-default.sort-action:hover .fa {
 color: #4c8be2;
}
.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: "\f07b";
 color: #4c8be2;
}
.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;
 color: #48a667 !important;
 top: 0px;
}
.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: "\f15b";
 position: relative;
 top: 0px;
 color: #899ab8 !important;
}
#project_name a {
 display: inline-flex;
 padding-left: 7px;
 margin-left: -2px;
 text-align: -webkit-auto;
 vertical-align: baseline;
 font-size: 18px;
}
div#notebook_toolbar div.dynamic-instructions {
 font-family: sans-serif;
 font-size: 17px;
 color: #546379;
}
span#login_widget > .button,
#logout {
 font-family: "Proxima Nova", sans-serif;
 color: #a2b0c7;
 background: transparent;
 background-color: transparent;
 border: 2px solid #3a4452;
 font-weight: normal;
 box-shadow: none;
 text-shadow: none;
 border-radius: 3px;
 margin-right: 10px;
 padding: 2px 7px;
}
span#login_widget > .button:hover,
#logout:hover {
 color: #4c8be2;
 background-color: transparent;
 background: transparent;
 border: 2px solid #4c8be2;
 background-image: none;
 box-shadow: none !important;
 border-radius: 3px;
}
span#login_widget > .button:focus,
#logout:focus,
span#login_widget > .button.focus,
#logout.focus,
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: #e4e8ee;
 background-color: #a2b0c7;
 background: #a2b0c7;
 border-color: #a2b0c7;
 background-image: none;
 box-shadow: none !important;
 border-radius: 2px;
}
body > #header #header-container {
 padding-bottom: 0px;
 padding-top: 4px;
 box-sizing: border-box;
 -moz-box-sizing: border-box;
 -webkit-box-sizing: border-box;
}
body > #header {
 background: #262931;
 background-color: #262931;
 position: relative;
 z-index: 100;
}
.list_container {
 font-size: 13pt;
 color: #a2b0c7;
 border: none;
 text-shadow: none !important;
}
.list_container > div {
 border-bottom: 1px solid rgba(80,92,133,.22);
 font-size: 13pt;
}
.list_header > div,
.list_item > div {
 padding-top: 6px;
 padding-bottom: 2px;
 padding-left: 0px;
}
.list_header > div .item_link,
.list_item > div .item_link {
 margin-left: -1px;
 vertical-align: middle;
 line-height: 22px;
 font-size: 13pt;
}
.item_icon {
 color: #4c8be2;
 font-size: 13pt;
 vertical-align: middle;
}
.list_item input:not([type="checkbox"]) {
 padding-right: 0px;
 height: 1.75em;
 width: 25%;
 margin: 0px 0 0;
 margin-top: 0px;
}
.list_header > div .item_link,
.list_item > div .item_link {
 margin-left: -1px;
 vertical-align: middle;
 line-height: 1.5em;
 font-size: 12pt;
 display: inline-table;
 position: static;
}
#button-select-all {
 height: 34px;
 min-width: 55px;
 z-index: 0;
 border: none !important;
 padding-top: 0px;
 padding-bottom: 0px;
 margin-bottom: 0px;
 margin-top: 0px;
 left: -3px;
 border-radius: 0px !important;
}
#button-select-all:focus,
#button-select-all:active:focus,
#button-select-all.active:focus,
#button-select-all.focus,
#button-select-all:active.focus,
#button-select-all.active.focus {
 background-color: #3a4452 !important;
 background: #3a4452 !important;
}
button#tree-selector-btn {
 height: 34px;
 font-size: 12.0pt;
 border: none;
 left: 0px;
 border-radius: 0px !important;
}
input#select-all.pull-left.tree-selector {
 margin-left: 7px;
 margin-right: 2px;
 margin-top: 2px;
 top: 4px;
}
input[type="radio"],
input[type="checkbox"] {
 margin-top: 1px;
 line-height: normal;
}
.delete-button {
 border: none !important;
}
i.fa.fa-trash {
 font-size: 13.5pt;
}
.list_container a {
 font-size: 16px;
 color: #a2b0c7;
 border: none;
 text-shadow: none !important;
 font-weight: normal;
 font-style: normal;
}
div.list_container a:hover {
 color: #d8dcee;
}
.list_header > div input,
.list_item > div input {
 margin-right: 7px;
 margin-left: 12px;
 vertical-align: baseline;
 line-height: 22px;
 position: relative;
 top: -1px;
}
div.list_item:hover {
 background-color: rgba(80,92,133,.05);
}
.breadcrumb > li {
 font-size: 12.0pt;
 color: #a2b0c7;
 border: none;
 text-shadow: none !important;
}
.breadcrumb > li + li:before {
 content: "/\00a0";
 padding: 0px;
 color: #a2b0c7;
 font-size: 18px;
}
#project_name > .breadcrumb {
 padding: 0px;
 margin-bottom: 0px;
 background-color: transparent;
 font-weight: normal;
 margin-top: -2px;
}
ul#tabs a {
 font-family: sans-serif;
 font-size: 13.5pt;
 font-weight: normal;
 font-style: normal;
 text-shadow: none !important;
}
.nav-tabs {
 font-family: sans-serif;
 font-size: 13.5pt;
 font-weight: normal;
 font-style: normal;
 background-color: transparent;
 border-color: transparent;
 text-shadow: none !important;
 border: 2px solid transparent;
}
.nav-tabs > li > a:active,
.nav-tabs > li > a:focus,
.nav-tabs > li > a:hover,
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:focus,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
 color: #4c8be2;
 background-color: transparent;
 border-color: transparent;
 border-bottom: 2px solid transparent;
}
.nav > li.disabled > a,
.nav > li.disabled > a:hover {
 color: #546379;
}
.nav-tabs > li > a:before {
 content: "";
 position: absolute;
 width: 100%;
 height: 2px;
 bottom: -2px;
 left: 0;
 background-color: #4c8be2;
 visibility: hidden;
 -webkit-transform: perspective(0)scaleX(0);
 transform: perspective(0)scaleX(0);
 -webkit-transition: ease 220ms;
 transition: ease 220ms;
 -webkit-font-smoothing: antialiased !important;
}
.nav-tabs > li > a:hover:before {
 visibility: visible;
 -webkit-transform: perspective(1)scaleX(1);
 transform: perspective(1)scaleX(1);
}
.nav-tabs > li.active > a:before {
 content: "";
 position: absolute;
 width: 100%;
 height: 2px;
 bottom: -2px;
 left: 0;
 background-color: #4c8be2;
 visibility: visible;
 -webkit-transform: perspective(1)scaleX(1);
 transform: perspective(1)scaleX(1);
 -webkit-font-smoothing: subpixel-antialiased !important;
}
div#notebook {
 font-family: sans-serif;
 font-size: 13pt;
 padding-top: 4px;
}
.notebook_app {
 background-color: #262931;
}
#notebook-container {
 padding: 13px 2px;
 background-color: #262931;
 min-height: 0px;
 box-shadow: none;
 width: 980px;
 margin-right: auto;
 margin-left: auto;
}
div#ipython-main-app.container {
 width: 980px;
 margin-right: auto;
 margin-left: auto;
 margin-right: auto;
 margin-left: auto;
}
.container {
 width: 980px;
 margin-right: auto;
 margin-left: auto;
}
div#menubar-container {
 width: 100%;
 width: 980px;
}
div#header-container {
 width: 980px;
}
.notebook_app #header,
.edit_app #header {
 box-shadow: none !important;
 background-color: #262931;
 border-bottom: 2px solid rgba(80,92,133,.22);
}
#header,
.edit_app #header {
 font-family: sans-serif;
 font-size: 13pt;
 box-shadow: none;
 background-color: #262931;
}
#header .header-bar,
.edit_app #header .header-bar {
 background: #262931;
 background-color: #262931;
}
body > #header .header-bar {
 width: 100%;
 background: #262931;
}
span.checkpoint_status,
span.autosave_status {
 font-size: small;
 display: none;
}
#menubar,
div#menubar {
 background-color: #262931;
 padding-top: 0px !important;
}
#menubar .navbar,
.navbar-default {
 background-color: #262931;
 margin-bottom: 0px;
 margin-top: 0px;
}
.navbar {
 border: none;
}
div.navbar-text,
.navbar-text,
.navbar-text.indicator_area,
p.navbar-text.indicator_area {
 margin-top: 8px !important;
 margin-bottom: 0px;
 color: #4c8be2;
}
.navbar-default {
 font-family: sans-serif;
 font-size: 13pt;
 background-color: #262931;
 border-color: #343d4b;
 line-height: 1.5em;
 padding-bottom: 0px;
}
.navbar-default .navbar-nav > li > a {
 font-family: sans-serif;
 font-size: 13pt;
 color: #a2b0c7;
 display: block;
 line-height: 1.5em;
 padding-top: 14px;
 padding-bottom: 11px;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
 color: #d8dcee !important;
 background-color: rgba(80,92,133,.22) !important;
 border-color: #343d4b !important;
 line-height: 1.5em;
 transition: 80ms ease;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
 color: #e4e8ee;
 background-color: #384251;
 border-color: #384251;
 line-height: 1.5em;
}
.navbar-nav > li > .dropdown-menu {
 margin-top: 0px;
}
.navbar-nav {
 margin: 0;
}
div.notification_widget.info,
.notification_widget.info,
.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,
div#notification_notebook.notification_widget.btn.btn-xs.navbar-btn,
div#notification_notebook.notification_widget.btn.btn-xs.navbar-btn:hover,
div#notification_notebook.notification_widget.btn.btn-xs.navbar-btn:focus {
 color: #899ab8 !important;
 background-color: transparent !important;
 border-color: transparent !important;
 padding-bottom: 0px !important;
 margin-bottom: 0px !important;
 font-size: 9pt !important;
 z-index: 0;
}
div#notification_notebook.notification_widget.btn.btn-xs.navbar-btn {
 font-size: 9pt !important;
 z-index: 0;
}
.notification_widget {
 color: #4c8be2;
 z-index: -500;
 font-size: 9pt;
 background: transparent;
 background-color: transparent;
 margin-right: 3px;
 border: none;
}
.notification_widget,
div.notification_widget {
 margin-right: 0px;
 margin-left: 0px;
 padding-right: 0px;
 vertical-align: text-top !important;
 margin-top: 6px !important;
 background: transparent !important;
 background-color: transparent !important;
 font-size: 9pt !important;
 border: none;
}
.navbar-btn.btn-xs:hover {
 border: none !important;
 background: transparent !important;
 background-color: transparent !important;
 color: #a2b0c7 !important;
}
div.notification_widget.info,
.notification_widget.info {
 display: none !important;
}
.edit_mode .modal_indicator:before {
 display: none;
}
.command_mode .modal_indicator:before {
 display: none;
}
.item_icon {
 color: #4c8be2;
}
.item_buttons .kernel-name {
 font-size: 13pt;
 color: #4c8be2;
}
.running_notebook_icon:before {
 color: #48a667 !important;
 font: normal normal normal 15px/1 FontAwesome;
 font-size: 15px;
 text-rendering: auto;
 -webkit-font-smoothing: antialiased;
 -moz-osx-font-smoothing: grayscale;
 content: "\f10c";
 vertical-align: middle;
 position: static;
 display: inherit;
}
.item_buttons .running-indicator {
 padding-top: 4px;
 color: #48a667;
 font-family: sans-serif;
 text-rendering: auto;
 -webkit-font-smoothing: antialiased;
}
#notification_trusted {
 font-family: sans-serif;
 border: none;
 background: transparent;
 background-color: transparent;
 margin-bottom: 0px !important;
 vertical-align: bottom !important;
 color: #546379 !important;
 cursor: default !important;
}
#notification_area,
div.notification_area {
 float: right !important;
 position: static;
 cursor: pointer;
 padding-top: 6px;
 padding-right: 4px;
}
div#notification_notebook.notification_widget.btn.btn-xs.navbar-btn {
 font-size: 9pt !important;
 z-index: 0;
 margin-top: -5px !important;
}
#modal_indicator {
 float: right !important;
 color: #4c8be2;
 background: #262931;
 background-color: #262931;
 margin-top: 8px !important;
 margin-left: 0px;
}
#kernel_indicator {
 float: right !important;
 color: #4c8be2;
 background: #262931;
 background-color: #262931;
 border-left: 2px solid #4c8be2;
 padding-top: 0px;
 padding-bottom: 4px;
 margin-top: 10px !important;
 margin-left: -2px;
 padding-left: 5px !important;
}
#kernel_indicator .kernel_indicator_name {
 font-size: 17px;
 color: #4c8be2;
 background: #262931;
 background-color: #262931;
 padding-left: 5px;
 padding-right: 5px;
 margin-top: 4px;
 vertical-align: text-top;
 padding-bottom: 0px;
}
.kernel_idle_icon:before {
 display: inline-block;
 font: normal normal normal 22px/1 FontAwesome;
 font-size: 22px;
 text-rendering: auto;
 -webkit-font-smoothing: antialiased;
 cursor: pointer;
 margin-left: 0px !important;
 opacity: 0.7;
 vertical-align: bottom;
 margin-top: 1px;
 content: "\f1db";
}
.kernel_busy_icon:before {
 display: inline-block;
 font: normal normal normal 22px/1 FontAwesome;
 font-size: 22px;
 -webkit-animation: pulsate 2s infinite ease-out;
 animation: pulsate 2s infinite ease-out;
 text-rendering: auto;
 -webkit-font-smoothing: antialiased;
 cursor: pointer;
 margin-left: 0px !important;
 vertical-align: bottom;
 margin-top: 1px;
 content: "\f111";
}
@-webkit-keyframes pulsate {
 0% {
  -webkit-transform: scale(1.0,1.0);
  opacity: 0.8;
 }
 8% {
  -webkit-transform: scale(1.0,1.0);
  opacity: 0.8;
 }
 50% {
  -webkit-transform: scale(0.75,0.75);
  opacity: 0.3;
 }
 92% {
  -webkit-transform: scale(1.0,1.0);
  opacity: 0.8;
 }
 100% {
  -webkit-transform: scale(1.0,1.0);
  opacity: 0.8;
 }
}
div.notification_widget.info,
.notification_widget.info,
.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,
div#notification_notebook.notification_widget.btn.btn-xs.navbar-btn,
div#notification_notebook.notification_widget.btn.btn-xs.navbar-btn:hover,
div#notification_notebook.notification_widget.btn.btn-xs.navbar-btn:focus {
 color: #899ab8;
 background-color: #262931;
 border-color: #262931;
}
#notification_area,
div.notification_area {
 float: right !important;
 position: static;
}
.notification_widget,
div.notification_widget {
 margin-right: 0px;
 margin-left: 0px;
 padding-right: 0px;
 vertical-align: text-top !important;
 margin-top: 6px !important;
 z-index: 1000;
}
#kernel_logo_widget,
#kernel_logo_widget .current_kernel_logo {
 display: none;
}
div#ipython_notebook {
 display: none;
}
i.fa.fa-icon {
 -webkit-font-smoothing: antialiased;
 -moz-osx-font-smoothing: grayscale;
 text-rendering: auto;
}
.fa {
 display: inline-block;
 font: normal normal normal 10pt/1 "FontAwesome", sans-serif;
 text-rendering: auto;
 -webkit-font-smoothing: antialiased;
 -moz-osx-font-smoothing: grayscale;
}
.dropdown-menu {
 font-family: sans-serif;
 font-size: 13pt;
 box-shadow: none;
 padding: 0px;
 text-align: left;
 border: none;
 background-color: #384251;
 background: #384251;
 line-height: 1;
}
.dropdown-menu:hover {
 font-family: sans-serif;
 font-size: 13pt;
 box-shadow: none;
 padding: 0px;
 text-align: left;
 border: none;
 background-color: #384251;
 box-shadow: none;
 line-height: 1;
}
.dropdown-menu > li > a {
 font-family: sans-serif;
 font-size: 12.0pt;
 display: block;
 padding: 10px 20px 9px 10px;
 color: #a2b0c7;
 background-color: #384251;
 background: #384251;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
 color: #d8dcee;
 background-color: #343d4b;
 background: #343d4b;
 border-color: #343d4b;
 transition: 200ms ease;
}
.dropdown-menu .divider {
 height: 1px;
 margin: 0px 0px;
 overflow: hidden;
 background-color: rgba(80,92,133,.45);
}
.dropdown-submenu > .dropdown-menu {
 display: none;
 top: 2px !important;
 left: 100%;
 margin-top: -2px;
 margin-left: 0px;
 padding-top: 0px;
 transition: 200ms ease;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
 font-family: sans-serif;
 font-size: 12.0pt;
 font-weight: normal;
 color: #546379;
 padding: none;
 display: block;
 clear: both;
 white-space: nowrap;
}
.dropdown-submenu > a:after {
 color: #a2b0c7;
 margin-right: -16px;
 margin-top: 0px;
 display: inline-block;
}
.dropdown-submenu:hover > a:after,
.dropdown-submenu:active > a:after,
.dropdown-submenu:focus > a:after,
.dropdown-submenu:visited > a:after {
 color: #4c8be2;
 margin-right: -16px;
 display: inline-block !important;
}
div.kse-dropdown > .dropdown-menu,
.kse-dropdown > .dropdown-menu {
 min-width: 0;
 top: 94%;
}
.btn,
.btn-default {
 font-family: sans-serif;
 color: #a2b0c7;
 background: #3a4452;
 background-color: #3a4452;
 border: 2px solid #3a4452;
 font-weight: normal;
 box-shadow: none;
 text-shadow: none;
 border-radius: 3px;
 font-size: initial;
}
.btn:hover,
.btn:active:hover,
.btn.active:hover,
.btn-default:hover,
.open > .dropdown-toggle.btn-default:hover,
.open > .dropdown-toggle.btn:hover {
 color: #4c8be2;
 border: 2px solid #363f4c;
 background-color: #363f4c;
 background: #363f4c;
 background-image: none;
 box-shadow: none !important;
 border-radius: 3px;
}
.btn:active,
.btn.active,
.btn:active:focus,
.btn.active:focus,
.btn:active.focus,
.btn.active.focus,
.btn-default:focus,
.btn-default.focus,
.btn-default:active,
.btn-default.active,
.btn-default:active:hover,
.btn-default.active:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn:focus,
.open > .dropdown-toggle.btn.focus,
.open > .dropdown-toggle.btn-default:hover,
.open > .dropdown-toggle.btn-default:focus,
.open > .dropdown-toggle.btn-default.hover,
.open > .dropdown-toggle.btn-default.focus {
 color: #4c8be2;
 border: 2px solid #363f4c;
 background-color: #363f4c !important;
 background: #363f4c !important;
 background-image: none;
 box-shadow: none !important;
 border-radius: 3px;
}
.btn-default:active:hover,
.btn-default.active:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.btn-default:active.focus,
.btn-default.active.focus {
 color: #157bff !important;
 background-color: #3a4452;
 border-color: #33517c !important;
 transition: 2000ms ease;
}
.btn:focus,
.btn.focus,
.btn:active:focus,
.btn.active:focus,
.btn:active,
.btn.active,
.btn:active.focus,
.btn.active.focus {
 color: #157bff !important;
 outline: none !important;
 outline-width: 0px !important;
 background: #33517c !important;
 background-color: #33517c !important;
 border-color: #33517c !important;
 transition: 200ms ease !important;
}
.item_buttons > .btn,
.item_buttons > .btn-group,
.item_buttons > .input-group {
 font-size: 13pt;
 background: transparent;
 background-color: transparent;
 border: 0px solid #2e3642;
 border-bottom: 2px solid transparent;
 margin-left: 5px;
 padding-top: 4px !important;
}
.item_buttons > .btn:hover,
.item_buttons > .btn-group:hover,
.item_buttons > .input-group:hover,
.item_buttons > .btn.active,
.item_buttons > .btn-group.active,
.item_buttons > .input-group.active,
.item_buttons > .btn.focus {
 margin-left: 5px;
 background: #2a313c;
 padding-top: 4px !important;
 background-color: transparent;
 border: 0px solid transparent;
 border-bottom: 2px solid #4c8be2;
 border-radius: 0px;
 transition: none;
}
.item_buttons {
 line-height: 1.5em !important;
}
.item_buttons .btn {
 min-width: 11ex;
}
.btn-group > .btn:first-child {
 margin-left: 3px;
}
.btn-group > .btn-mini,
.btn-sm,
.btn-group-sm > .btn,
.btn-xs,
.btn-group-xs > .btn,
.alternate_upload .btn-upload,
.btn-group,
.btn-group-vertical {
 font-size: inherit;
 font-weight: normal;
 height: inherit;
 line-height: inherit;
}
.btn-xs,
.btn-group-xs > .btn {
 font-size: initial !important;
 background-image: none;
 font-weight: normal;
 text-shadow: none;
 display: inline-table;
 padding: 2px 5px;
 line-height: 1.45;
}
.btn-group > .btn:first-child {
 margin-left: 3px;
}
div#new-buttons > button,
#new-buttons > button,
div#refresh_notebook_list,
#refresh_notebook_list {
 background: transparent;
 background-color: transparent;
 border: none;
}
div#new-buttons > button:hover,
#new-buttons > button:hover,
div#refresh_notebook_list,
#refresh_notebook_list,
div.alternate_upload .btn-upload,
.alternate_upload .btn-upload,
div.dynamic-buttons > button,
.dynamic-buttons > button,
.dynamic-buttons > button:focus,
.dynamic-buttons > button:active:focus,
.dynamic-buttons > button.active:focus,
.dynamic-buttons > button.focus,
.dynamic-buttons > button:active.focus,
.dynamic-buttons > button.active.focus,
#new-buttons > button:focus,
#new-buttons > button:active:focus,
#new-buttons > button.active:focus,
#new-buttons > button.focus,
#new-buttons > button:active.focus,
#new-buttons > button.active.focus,
.alternate_upload .btn-upload:focus,
.alternate_upload .btn-upload:active:focus,
.alternate_upload .btn-upload.active:focus,
.alternate_upload .btn-upload.focus,
.alternate_upload .btn-upload:active.focus,
.alternate_upload .btn-upload.active.focus {
 background: transparent !important;
 background-color: transparent !important;
 border: none !important;
}
.alternate_upload input.fileinput {
 text-align: center;
 vertical-align: bottom;
 margin-left: -.5ex;
 display: inline-table;
 border: solid 0px #3a4452;
 margin-bottom: -1ex;
}
.alternate_upload .btn-upload {
 display: inline-table;
 background: transparent;
 border: none;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
 margin-left: -2px;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
 border-bottom-right-radius: 0;
 border-top-right-radius: 0;
 z-index: 2;
}
.dropdown-header {
 font-family: sans-serif !important;
 font-size: 13pt !important;
 color: #4c8be2 !important;
 border-bottom: none !important;
 padding: 0px !important;
 margin: 6px 6px 0px !important;
}
span#last-modified.btn.btn-xs.btn-default.sort-action,
span#sort-name.btn.btn-xs.btn-default.sort-action,
span#file-size.btn.btn-xs.btn-default.sort-action {
 font-family: sans-serif;
 font-size: 16px;
 background-color: transparent;
 background: transparent;
 border: none;
 color: #a2b0c7;
 padding-bottom: 0px;
 margin-bottom: 0px;
 vertical-align: sub;
}
span#last-modified.btn.btn-xs.btn-default.sort-action {
 margin-left: 19px;
}
button.close {
 border: 0px none;
 font-family: sans-serif;
 font-size: 20pt;
 font-weight: normal;
}
.dynamic-buttons {
 padding-top: 0px;
 display: inline-block;
}
.close {
 color: #dc6972;
 opacity: .5;
 text-shadow: none;
 font-weight: normal;
}
.close:hover {
 color: #dc6972;
 opacity: 1;
 font-weight: normal;
}
div.nbext-enable-btns .btn[disabled],
div.nbext-enable-btns .btn[disabled]:hover,
.btn-default.disabled,
.btn-default[disabled],
.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 {
 color: #92a2bd;
 background: #38424f;
 background-color: #38424f;
 border-color: #38424f;
 transition: 200ms ease;
}
.input-group-addon {
 padding: 2px 5px;
 font-size: 13pt;
 font-weight: normal;
 height: auto;
 color: #a2b0c7;
 text-align: center;
 background-color: transparent;
 border: 2px solid transparent !important;
 text-transform: capitalize;
}
a.btn.btn-default.input-group-addon:hover {
 background: transparent !important;
 background-color: transparent !important;
}
.btn-group > .btn + .dropdown-toggle {
 padding-left: 8px;
 padding-right: 8px;
 height: 100%;
}
.btn-group > .btn + .dropdown-toggle:hover {
 background: #363f4c !important;
}
.input-group-btn {
 position: relative;
 font-size: inherit;
 white-space: nowrap;
 background: #2e3642;
 background-color: #2e3642;
 border: none;
}
.input-group-btn:hover {
 background: #2a313c;
 background-color: #2a313c;
 border: none;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
 background: #2e3642;
 background-color: #2e3642;
 border: none;
 margin-left: 2px;
 margin-right: -1px;
 font-size: inherit;
}
.input-group-btn:first-child > .btn:hover,
.input-group-btn:first-child > .btn-group:hover {
 background: #363f4c;
 background-color: #363f4c;
 border: none;
 font-size: inherit;
 transition: 200ms ease;
}
div.modal .btn-group > .btn:first-child {
 background: #2e3642;
 background-color: #2e3642;
 border: 1px solid #2c343f;
 margin-top: 0px !important;
 margin-left: 0px;
 margin-bottom: 2px;
}
div.modal .btn-group > .btn:first-child:hover {
 background: #2a313c;
 background-color: #2a313c;
 border: 1px solid #2a313c;
 transition: 200ms ease;
}
div.modal > button,
div.modal-footer > button {
 background: #2e3642;
 background-color: #2e3642;
 border-color: #2e3642;
}
div.modal > button:hover,
div.modal-footer > button:hover {
 background: #2a313c;
 background-color: #2a313c;
 border-color: #2a313c;
 transition: 200ms ease;
}
.modal-content {
 font-family: sans-serif;
 font-size: 12.0pt;
 position: relative;
 background: #2e3642;
 background-color: #2e3642;
 border: none;
 border-radius: 1px;
 background-clip: padding-box;
 outline: none;
}
.modal-header {
 font-family: sans-serif;
 font-size: 13pt;
 color: #a2b0c7;
 background: #2e3642;
 background-color: #2e3642;
 border-color: rgba(80,92,133,.22);
 padding: 12px;
 min-height: 16.4286px;
}
.modal-content h4 {
 font-family: sans-serif;
 font-size: 16pt;
 color: #a2b0c7;
 padding: 5px;
}
.modal-body {
 background-color: #384152;
 position: relative;
 padding: 15px;
}
.modal-footer {
 padding: 8px;
 text-align: right;
 background-color: #384152;
 border-top: none;
}
.alert-info {
 background-color: #4a5467;
 border-color: rgba(80,92,133,.22);
 color: #a2b0c7;
}
.modal-header .close {
 margin-top: -5px;
 font-size: 25pt;
}
.modal-backdrop,
.modal-backdrop.in {
 opacity: 0.85;
 background-color: notebook-bg;
}
div.panel,
div.panel-default,
.panel,
.panel-default {
 font-family: sans-serif;
 font-size: 13pt;
 background-color: #384152;
 color: #a2b0c7;
 margin-bottom: 14px;
 border: 0;
 box-shadow: none;
}
div.panel > .panel-heading,
div.panel-default > .panel-heading {
 font-size: 14pt;
 color: #a2b0c7;
 background: #2e3642;
 background-color: #2e3642;
 border: 0;
}
.modal .modal-dialog {
 min-width: 950px;
 margin: 50px auto;
}
div.container-fluid {
 margin-right: auto;
 margin-left: auto;
 padding-left: 0px;
 padding-right: 5px;
}
div.form-control,
.form-control {
 font-family: sans-serif;
 font-size: initial;
 color: #a2b0c7;
 background-color: #2a313c;
 border: 1px solid #2a313c !important;
 margin-left: 2px;
 box-shadow: none;
 transition: border-color 0.15s ease-in-out 0s, box-shadow 0.15s ease-in-out 0s;
}
.form-control-static {
 min-height: inherit;
 height: inherit;
}
.form-group.list-group-item {
 color: #a2b0c7;
 background-color: #384152;
 border-color: rgba(80,92,133,.22);
 margin-bottom: 0px;
}
.form-group .input-group {
 float: left;
}
input,
button,
select,
textarea {
 background-color: #2a313c;
 font-weight: normal;
 border: 1px solid rgba(80,92,133,.22);
}
select.form-control.select-xs {
 height: 33px;
 font-size: 13pt;
}
.toolbar select,
.toolbar label {
 width: auto;
 vertical-align: middle;
 margin-right: 0px;
 margin-bottom: 0px;
 display: inline;
 font-size: 92%;
 margin-left: 10px;
 padding: 0px;
 background: #3a4452 !important;
 background-color: #3a4452 !important;
 border: 2px solid #3a4452 !important;
}
.form-control:focus {
 border-color: #4c8be2;
 outline: 2px solid #3572c6;
 -webkit-box-shadow: none;
}
::-webkit-input-placeholder {
 color: #546379;
}
::-moz-placeholder {
 color: #546379;
}
:-ms-input-placeholder {
 color: #546379;
}
:-moz-placeholder {
 color: #546379;
}
[dir="ltr"] #find-and-replace .input-group-btn + .form-control {
 border: 2px solid rgba(80,92,133,.22) !important;
}
[dir="ltr"] #find-and-replace .input-group-btn + .form-control:focus {
 border-color: #4c8be2;
 outline: 2px solid #3572c6;
 -webkit-box-shadow: none;
 box-shadow: none;
}
div.output.output_scroll {
 box-shadow: none;
}
::-webkit-scrollbar {
 width: 11px;
 max-height: 9px;
 background-color: #292d3a;
 border-radius: 3px;
 border: none;
}
::-webkit-scrollbar-track {
 background: #292d3a;
 border: none;
 width: 11px;
 max-height: 9px;
}
::-webkit-scrollbar-thumb {
 border-radius: 2px;
 border: none;
 background: #3f4555;
 background-clip: content-box;
 width: 11px;
}
HTML,
body,
div,
dl,
dt,
dd,
ul,
ol,
li,
h1,
h2,
h3,
h4,
h5,
h6,
pre,
code,
form,
fieldset,
legend,
input,
button,
textarea,
p,
blockquote,
th,
td,
span,
a {
 text-rendering: geometricPrecision;
 -webkit-font-smoothing: subpixel-antialiased;
 font-weight: 400;
}
div.input_area {
 background-color: #303845;
 background: #303845;
 padding-right: 1.2em;
 border: 0px;
 border-radius: 0px;
 border-top-right-radius: 4px;
 border-bottom-right-radius: 4px;
}
div.cell {
 padding: 0px;
 background: #303845;
 background-color: #303845;
 border: medium solid #262931;
 border-radius: 4px;
 top: 0;
}
div.cell.selected {
 background: #303845;
 background-color: #303845;
 border: medium solid #262931;
 padding: 0px;
 border-radius: 5px;
}
.edit_mode div.cell.selected {
 padding: 0px;
 background: #303845;
 background-color: #303845;
 border: medium solid #262931;
 border-radius: 5px;
}
div.cell.edit_mode {
 padding: 0px;
 background: #303845;
 background-color: #303845;
}
div.CodeMirror-sizer {
 margin-left: 0px;
 margin-bottom: -21px;
 border-right-width: 16px;
 min-height: 37px;
 padding-right: 0px;
 padding-bottom: 0px;
 margin-top: 0px;
}
div.cell.selected:before,
.edit_mode div.cell.selected:before,
div.cell.selected:before,
div.cell.selected.jupyter-soft-selected:before {
 background: #303845 !important;
 border: none;
 border-radius: 3px;
 position: absolute;
 display: block;
 top: 0px;
 left: 0px;
 width: 0px;
 height: 100%;
}
div.cell.text_cell.selected::before,
.edit_mode div.cell.text_cell.selected:before,
div.cell.text_cell.selected:before,
div.cell.text_cell.selected.jupyter-soft-selected:before {
 background: #303845 !important;
 background-color: #303845 !important;
 border-color: #2769c3 !important;
}
div.cell.code_cell .input {
 border-left: 5px solid #303845 !important;
 border-radius: 3px;
 border-bottom-left-radius: 3px;
 border-top-left-radius: 3px;
}
div.cell.code_cell.selected .input {
 border-left: 5px solid #2769c3 !important;
 border-radius: 3px;
}
.edit_mode div.cell.code_cell.selected .input {
 border-left: 5px solid #33517c !important;
 border-radius: 3px;
}
.edit_mode div.cell.selected:before {
 height: 100%;
 border-left: 5px solid #33517c !important;
 border-radius: 3px;
}
div.cell.jupyter-soft-selected,
div.cell.selected.jupyter-soft-selected {
 border-left-color: #33517c !important;
 border-left-width: 0px !important;
 padding-left: 7px !important;
 border-right-color: #33517c !important;
 border-right-width: 0px !important;
 background: #33517c !important;
 border-radius: 6px !important;
}
div.cell.selected.jupyter-soft-selected .input {
 border-left: 5px solid #303845 !important;
}
div.cell.selected.jupyter-soft-selected {
 border-left-color: #2769c3;
 border-color: #262931;
 padding-left: 7px;
 border-radius: 6px;
}
div.cell.code_cell.selected .input {
 border-left: none;
 border-radius: 3px;
}
div.cell.selected.jupyter-soft-selected .prompt,
div.cell.text_cell.selected.jupyter-soft-selected .prompt {
 top: 0;
 border-left: #303845 !important;
 border-radius: 2px;
}
div.cell.text_cell.selected.jupyter-soft-selected .input_prompt {
 border-left: none !important;
}
div.cell.text_cell.jupyter-soft-selected,
div.cell.text_cell.selected.jupyter-soft-selected {
 border-left-color: #33517c !important;
 border-left-width: 0px !important;
 padding-left: 26px !important;
 border-right-color: #33517c !important;
 border-right-width: 0px !important;
 background: #33517c !important;
 border-radius: 5px !important;
}
div.cell.jupyter-soft-selected .input,
div.cell.selected.jupyter-soft-selected .input {
 border-left-color: #33517c !important;
}
div.prompt,
.prompt {
 font-family: monospace, monospace;
 font-size: 9pt !important;
 font-weight: normal;
 color: #446489;
 line-height: 170%;
 padding: 0px;
 padding-top: 4px;
 padding-left: 0px;
 padding-right: 1px;
 text-align: right !important;
 min-width: 11.5ex !important;
 width: 11.5ex !important;
}
div.prompt.input_prompt {
 font-size: 9pt !important;
 background-color: #303845;
 border-top: 0px;
 border-top-right-radius: 0px;
 border-bottom-left-radius: 0px;
 border-bottom-right-radius: 0px;
 padding-right: 3px;
 min-width: 11.5ex;
 width: 11.5ex !important;
}
div.cell.code_cell .input_prompt {
 border-right: 2px solid #3572c6;
}
div.cell.selected .prompt {
 top: 0;
}
.edit_mode div.cell.selected .prompt {
 top: 0;
}
.edit_mode div.cell.selected .prompt {
 top: 0;
}
.run_this_cell {
 visibility: hidden;
 color: transparent;
 padding-top: 0px;
 padding-bottom: 0px;
 padding-left: 3px;
 padding-right: 12px;
 width: 1.5ex;
 width: 0ex;
 background: transparent;
 background-color: transparent;
}
div.code_cell:hover div.input .run_this_cell {
 visibility: visible;
}
div.cell.code_cell.rendered.selected .run_this_cell:hover {
 background-color: #282e39;
 background: #282e39;
 color: #2769c3 !important;
}
div.cell.code_cell.rendered.unselected .run_this_cell:hover {
 background-color: #282e39;
 background: #282e39;
 color: #2769c3 !important;
}
i.fa-step-forward.fa {
 display: inline-block;
 font: normal normal normal 9px "FontAwesome";
}
.fa-step-forward:before {
 content: "\f04b";
}
div.cell.selected.jupyter-soft-selected .run_this_cell,
div.cell.selected.jupyter-soft-selected .run_this_cell:hover,
div.cell.unselected.jupyter-soft-selected .run_this_cell:hover,
div.cell.code_cell.rendered.selected.jupyter-soft-selected .run_this_cell:hover,
div.cell.code_cell.rendered.unselected.jupyter-soft-selected .run_this_cell:hover {
 background-color: #33517c !important;
 background: #33517c !important;
 color: #33517c !important;
}
div.output_wrapper {
 background-color: #384151;
 border: 0px;
 left: 0px;
 margin-bottom: 0em;
 margin-top: 0em;
 border-top-right-radius: 0px;
 border-top-left-radius: 0px;
}
div.output_subarea.output_text.output_stream.output_stdout,
div.output_subarea.output_text {
 font-family: monospace, monospace;
 font-size: 8.5pt !important;
 line-height: 150% !important;
 background-color: #384151;
 color: #cdd2e9;
 border-top-right-radius: 0px;
 border-top-left-radius: 0px;
 margin-left: 11.5px;
}
div.output_area pre {
 font-family: monospace, monospace;
 font-size: 8.5pt !important;
 line-height: 151% !important;
 color: #cdd2e9;
 border-top-right-radius: 0px;
 border-top-left-radius: 0px;
}
div.output_area {
 display: -webkit-box;
}
div.output_html {
 font-family: monospace, monospace;
 font-size: 8.5pt;
 color: #dbdfef;
 background-color: #384151;
 background: #384151;
}
div.output_subarea {
 overflow-x: auto;
 padding: 1.2em !important;
 -webkit-box-flex: 1;
 -moz-box-flex: 1;
 box-flex: 1;
 flex: 1;
}
div.btn.btn-default.output_collapsed {
 background: #242a33;
 background-color: #242a33;
 border-color: #242a33;
}
div.btn.btn-default.output_collapsed:hover {
 background: #1f252d;
 background-color: #1f252d;
 border-color: #1f252d;
}
div.prompt.output_prompt {
 font-family: monospace, monospace;
 font-weight: bold !important;
 background-color: #384151;
 color: transparent;
 border-bottom-left-radius: 4px;
 border-top-right-radius: 0px;
 border-top-left-radius: 0px;
 border-bottom-right-radius: 0px;
 min-width: 11.5ex !important;
 width: 11.5ex !important;
 border-right: 2px solid transparent;
}
div.out_prompt_overlay.prompt {
 font-family: monospace, monospace;
 font-weight: bold !important;
 background-color: #384151;
 border-bottom-left-radius: 2px;
 border-top-right-radius: 0px;
 border-top-left-radius: 0px;
 border-bottom-right-radius: 0px;
 min-width: 11.5ex !important;
 width: 11.5ex !important;
 border-right: 2px solid transparent;
 color: transparent;
}
div.out_prompt_overlay.prompt:hover {
 background-color: #3e4458;
 box-shadow: none !important;
 border: none;
 border-bottom-left-radius: 2px;
 -webkit-border-: 2px;
 -moz-border-radius: 2px;
 border-top-right-radius: 0px;
 border-top-left-radius: 0px;
 min-width: 11.5ex !important;
 width: 11.5ex !important;
 border-right: 2px solid #3e4458 !important;
}
div.cell.code_cell .output_prompt {
 border-right: 2px solid transparent;
 color: transparent;
}
div.cell.selected .output_prompt,
div.cell.selected .out_prompt_overlay.prompt {
 border-left: 5px solid #33517c;
 border-right: 2px solid #384151;
 border-radius: 0px !important;
}
.edit_mode div.cell.selected .output_prompt,
.edit_mode div.cell.selected .out_prompt_overlay.prompt {
 border-left: 5px solid #33517c;
 border-right: 2px solid #384151;
 border-radius: 0px !important;
}
div.text_cell,
div.text_cell_render pre,
div.text_cell_render {
 font-family: sans-serif;
 font-size: 13pt;
 line-height: 130% !important;
 color: #abc1e2;
 background: #303845;
 background-color: #303845;
 border-radius: 0px;
}
div .text_cell_render {
 padding: 0.4em 0.4em 0.4em 0.4em;
}
div.cell.text_cell .CodeMirror-lines {
 padding-top: .7em !important;
 padding-bottom: .4em !important;
 padding-left: .5em !important;
 padding-right: .5em !important;
 margin-top: .4em;
 margin-bottom: .3em;
}
div.cell.text_cell.unrendered div.input_area,
div.cell.text_cell.rendered div.input_area {
 background-color: #303845;
 background: #303845;
 border: 0px;
 border-radius: 2px;
}
div.cell.text_cell .CodeMirror,
div.cell.text_cell .CodeMirror pre {
 line-height: 170% !important;
}
div.cell.text_cell.rendered.selected {
 font-family: sans-serif;
 line-height: 170% !important;
 background: #303845;
 background-color: #303845;
 border-radius: 0px;
}
div.cell.text_cell.unrendered.selected {
 font-family: sans-serif;
 line-height: 170% !important;
 background: #303845;
 background-color: #303845;
 border-radius: 0px;
}
div.cell.text_cell.selected {
 font-family: sans-serif;
 line-height: 170% !important;
 background: #303845;
 background-color: #303845;
 border-radius: 0px;
}
.edit_mode div.cell.text_cell.selected {
 font-family: sans-serif;
 line-height: 170% !important;
 background: #303845;
 background-color: #303845;
 border-radius: 0px;
}
div.text_cell.unrendered,
div.text_cell.unrendered.selected,
div.edit_mode div.text_cell.unrendered {
 font-family: sans-serif;
 line-height: 170% !important;
 background: #303845;
 background-color: #303845;
 border-radius: 0px;
}
div.cell.text_cell .prompt {
 border-right: 0;
 min-width: 11.5ex !important;
 width: 11.5ex !important;
}
div.cell.text_cell.rendered .prompt {
 font-family: monospace, monospace;
 font-size: 9.5pt !important;
 font-weight: normal;
 color: #446489 !important;
 text-align: right !important;
 min-width: 14.5ex !important;
 width: 14.5ex !important;
 background-color: #303845;
 border-right: 2px solid rgba(53,114,198,.5);
 border-left: 4px solid #303845;
}
div.cell.text_cell.unrendered .prompt {
 font-family: monospace, monospace;
 font-size: 9.5pt !important;
 font-weight: normal;
 color: #446489 !important;
 text-align: right !important;
 min-width: 14.5ex !important;
 width: 14.5ex !important;
 border-right: 2px solid rgba(53,114,198,.5);
 border-left: 4px solid #303845;
 background-color: #303845;
}
div.cell.text_cell.rendered .prompt {
 border-right: 2px solid rgba(53,114,198,.5);
}
div.cell.text_cell.rendered.selected .prompt {
 top: 0;
 border-left: 4px solid #2769c3;
 border-right: 2px solid rgba(53,114,198,.5);
}
div.text_cell.unrendered.selected .prompt,
div.text_cell.rendered.selected .prompt {
 top: 0;
 background: #303845;
 border-left: 4px solid #33517c;
 border-right: 2px solid rgba(53,114,198,.5);
}
div.rendered_html code {
 font-family: monospace, monospace;
 font-size: 11pt;
 padding-top: 3px;
 padding-left: 2px;
 color: #cdd2e9;
 background: #2a313c;
 background-color: #2a313c;
}
pre,
code,
kbd,
samp {
 white-space: pre-wrap;
}
.well code,
code {
 font-family: monospace, monospace;
 font-size: 11pt !important;
 line-height: 170% !important;
 color: #abc1e2;
 background: #2a313c;
 background-color: #2a313c;
 border-color: #2a313c;
}
kbd {
 padding: 1px;
 font-size: 11pt;
 font-weight: 800;
 color: #cdd2e9;
 background-color: transparent !important;
 border: 0;
 box-shadow: none;
}
pre {
 display: block;
 padding: 8.5px;
 margin: 0 0 9px;
 font-size: 12.0pt;
 line-height: 1.42857143;
 color: #cdd2e9;
 background-color: #2a313c;
 border: 1px solid #2a313c;
 border-radius: 2px;
}
div.rendered_html {
 color: #abc1e2;
}
.rendered_html * + ul {
 margin-top: .4em;
 margin-bottom: .3em;
}
.rendered_html * + p {
 margin-top: .5em;
 margin-bottom: .5em;
}
div.rendered_html pre {
 font-family: monospace, monospace;
 font-size: 11pt !important;
 line-height: 170% !important;
 color: #abc1e2 !important;
 background: #2a313c;
 background-color: #2a313c;
 max-width: 80%;
 border-radius: 0px;
 border-left: 3px solid #2a313c;
 max-width: 80%;
 border-radius: 0px;
 padding-left: 5px;
 margin-left: 6px;
}
div.text_cell_render pre,
div.text_cell_render code {
 font-family: monospace, monospace;
 font-size: 11pt !important;
 line-height: 170% !important;
 color: #abc1e2;
 background: #262931;
 background-color: #262931;
 max-width: 80%;
 border-radius: 0px;
 border-left: none;
}
div.text_cell_render pre {
 border-left: 3px solid #3572c6 !important;
 max-width: 80%;
 border-radius: 0px;
 padding-left: 5px;
 margin-left: 6px;
}
div.text_cell_render h1,
div.rendered_html h1,
div.text_cell_render h2,
div.rendered_html h2,
div.text_cell_render h3,
div.rendered_html h3,
div.text_cell_render h4,
div.rendered_html h4,
div.text_cell_render h5,
div.rendered_html h5 {
 font-family: sans-serif;
 margin: 0.4em .2em .3em .2em !important;
}
.rendered_html h1:first-child,
.rendered_html h2:first-child,
.rendered_html h3:first-child,
.rendered_html h4:first-child,
.rendered_html h5:first-child,
.rendered_html h6:first-child {
 margin-top: 0.2em !important;
 margin-bottom: 0.2em !important;
}
.rendered_html h1,
.text_cell_render h1 {
 color: #4c8be2 !important;
 font-size: 200%;
 text-align: left;
 font-style: normal;
 font-weight: normal;
}
.rendered_html h2,
.text_cell_render h2 {
 color: #4c8be2 !important;
 font-size: 170%;
 font-style: normal;
 font-weight: normal;
}
.rendered_html h3,
.text_cell_render h3 {
 color: #4c8be2 !important;
 font-size: 140%;
 font-style: normal;
 font-weight: normal;
}
.rendered_html h4,
.text_cell_render h4 {
 color: #4c8be2 !important;
 font-size: 110%;
 font-style: normal;
 font-weight: normal;
}
.rendered_html h5,
.text_cell_render h5 {
 color: #4c8be2 !important;
 font-size: 100%;
 font-style: normal;
 font-weight: normal;
}
hr {
 margin-top: 8px;
 margin-bottom: 10px;
 border: 0;
 border-top: 1px solid #4c8be2;
}
.rendered_html hr {
 color: #4c8be2;
 background-color: #4c8be2;
 margin-right: 2em;
}
#complete > select > option:hover {
 background: #343d4b;
 background-color: #343d4b;
}
div#_vivaldi-spatnav-focus-indicator._vivaldi-spatnav-focus-indicator {
 position: absolute;
 z-index: 9999999999;
 top: 0px;
 left: 0px;
 box-shadow: none;
 pointer-events: none;
 border-radius: 2px;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
 text-align: left;
 vertical-align: middle;
 padding: 0.42em 0.47em;
 line-height: normal;
 white-space: normal;
 max-width: none;
 border: none;
}
.rendered_html td {
 font-family: sans-serif !important;
 font-size: 9.3pt;
}
.rendered_html table {
 font-family: sans-serif !important;
 margin-left: 8px;
 margin-right: auto;
 border: none;
 border-collapse: collapse;
 border-spacing: 0;
 color: #dbdfef;
 table-layout: fixed;
}
.rendered_html thead {
 font-family: sans-serif !important;
 font-size: 10.3pt !important;
 background: #2e3642;
 color: #d4d8ec;
 border-bottom: 1px solid #2e3642;
 vertical-align: bottom;
}
.rendered_html tbody tr:nth-child(odd) {
 background: #434d61;
}
.rendered_html tbody tr {
 background: #3d4658;
}
.rendered_html tbody tr:hover:nth-child(odd) {
 background: #414b5e;
}
.rendered_html tbody tr:hover {
 background: #3b4355;
}
.rendered_html * + table {
 margin-top: .05em;
}
div.widget-area {
 background-color: #384151;
 background: #384151;
 color: #cdd2e9;
}
div.widget-area a {
 font-family: sans-serif;
 font-size: 12.0pt;
 font-weight: normal;
 font-style: normal;
 color: #a2b0c7;
 text-shadow: none !important;
}
div.widget-area a:hover,
div.widget-area a:focus {
 font-family: sans-serif;
 font-size: 12.0pt;
 font-weight: normal;
 font-style: normal;
 color: #d8dcee;
 background: rgba(80,92,133,.22);
 background-color: rgba(80,92,133,.22);
 border-color: transparent;
 background-image: none;
 text-shadow: none !important;
}
div.widget_item.btn-group > button.btn.btn-default.widget-combo-btn,
div.widget_item.btn-group > button.btn.btn-default.widget-combo-btn:hover {
 background: #2c343f;
 background-color: #2c343f;
 border: 2px solid #2c343f !important;
 font-size: inherit;
 z-index: 0;
}
div.jupyter-widgets.widget-hprogress.widget-hbox {
 display: inline-table !important;
 width: 38% !important;
 margin-left: 10px;
}
div.jupyter-widgets.widget-hprogress.widget-hbox .widget-label,
div.widget-hbox .widget-label,
.widget-hbox .widget-label,
.widget-inline-hbox .widget-label,
div.widget-label {
 text-align: -webkit-auto !important;
 margin-left: 15px !important;
 max-width: 240px !important;
 min-width: 100px !important;
 vertical-align: text-top !important;
 color: #cdd2e9 !important;
 font-size: 14px !important;
}
.widget-hprogress .progress {
 flex-grow: 1;
 height: 20px;
 margin-top: auto;
 margin-left: 12px;
 margin-bottom: auto;
 width: 300px;
}
.progress {
 overflow: hidden;
 height: 22px;
 margin-bottom: 10px;
 padding-left: 10px;
 background-color: #546379 !important;
 border-radius: 2px;
 -webkit-box-shadow: none;
 box-shadow: none;
 z-index: 10;
}
.progress-bar-danger {
 background-color: #e74c3c !important;
}
.progress-bar-info {
 background-color: #3498db !important;
}
.progress-bar-warning {
 background-color: #ff914d !important;
}
.progress-bar-success {
 background-color: #83a83b !important;
}
.widget-select select {
 margin-left: 12px;
}
.rendered_html :link {
 font-family: sans-serif;
 font-size: 100%;
 color: #4c8be2;
 text-decoration: underline;
}
.rendered_html :visited,
.rendered_html :visited:active,
.rendered_html :visited:focus {
 color: #6297e0;
}
.rendered_html :visited:hover,
.rendered_html :link:hover {
 font-family: sans-serif;
 font-size: 100%;
 color: #1671ef;
}
div.cell.text_cell a.anchor-link:link {
 font-size: inherit;
 text-decoration: none;
 padding: 0px 20px;
 visibility: none;
 color: rgba(0,0,0,.32);
}
div.cell.text_cell a.anchor-link:link:hover {
 font-size: inherit;
 color: #61afef;
}
.navbar-text {
 margin-top: 4px;
 margin-bottom: 0px;
}
#clusters > a {
 color: #61afef;
 text-decoration: underline;
 cursor: auto;
}
#clusters > a:hover {
 color: #4c8be2;
 text-decoration: underline;
 cursor: auto;
}
#nbextensions-configurator-container > div.row.container-fluid.nbext-selector > h3 {
 font-size: 17px;
 margin-top: 5px;
 margin-bottom: 8px;
 height: 24px;
 padding: 4px 0 4px 0;
}
div#nbextensions-configurator-container.container,
#nbextensions-configurator-container.container {
 width: 100%;
 margin-right: auto;
 margin-left: auto;
}
div.nbext-selector > nav > .nav > li > a {
 font-family: sans-serif;
 font-size: 10.5pt;
 padding: 2px 5px;
}
div.nbext-selector > nav > .nav > li > a:hover {
 background: transparent;
}
div.nbext-selector > nav > .nav > li:hover {
 background-color: rgba(80,92,133,.22) !important;
 background: rgba(80,92,133,.22) !important;
}
div.nbext-selector > nav > .nav > li.active:hover {
 background: transparent !important;
 background-color: transparent !important;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:active,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
 color: #e4e8ee;
 background-color: rgba(80,92,133,.22) !important;
 background: rgba(80,92,133,.22) !important;
 -webkit-backface-visibility: hidden;
 -webkit-font-smoothing: subpixel-antialiased !important;
}
div.nbext-readme > .nbext-readme-contents > .rendered_html {
 font-family: sans-serif;
 font-size: 11.5pt;
 line-height: 145%;
 padding: 1em 1em;
 color: #abc1e2;
 background-color: #303845;
 -webkit-box-shadow: none;
 -moz-box-shadow: none;
 box-shadow: none;
}
.nbext-icon,
.nbext-desc,
.nbext-compat-div,
.nbext-enable-btns,
.nbext-params {
 margin-bottom: 8px;
 font-size: 11.5pt;
}
div.nbext-readme > .nbext-readme-contents {
 padding: 0;
 overflow-y: hidden;
}
div.nbext-readme > .nbext-readme-contents:not(:empty) {
 margin-top: 0.5em;
 margin-bottom: 2em;
 border: none;
 border-top-color: rgba(53,114,198,.2);
}
.nbext-showhide-incompat {
 padding-bottom: 0.5em;
 color: #92a2bd;
 font-size: 10.5pt;
}
.nbext-filter-menu.dropdown-menu > li > a:hover,
.nbext-filter-menu.dropdown-menu > li > a:focus,
.nbext-filter-menu.dropdown-menu > li > a.ui-state-focus {
 color: #d8dcee !important;
 background-color: #343d4b !important;
 background: #343d4b !important;
 border-color: #343d4b !important;
}
.nbext-filter-input-wrap > .nbext-filter-input-subwrap,
.nbext-filter-input-wrap > .nbext-filter-input-subwrap > input {
 border: none;
 outline: none;
 background-color: transparent;
 padding: 0;
 vertical-align: middle;
 margin-top: -2px;
}
span.rendered_html code {
 background-color: transparent;
 color: #a2b0c7;
}
#nbextensions-configurator-container > div.row.container-fluid.nbext-selector {
 padding-left: 0px;
 padding-right: 0px;
}
.nbext-filter-menu {
 max-height: 55vh !important;
 overflow-y: auto;
 outline: none;
 border: none;
}
.nbext-filter-menu:hover {
 border: none;
}
.alert-warning {
 background-color: #384152;
 border-color: #384152;
 color: #a2b0c7;
}
.notification_widget.danger {
 color: #ffffff;
 background-color: #e74c3c;
 border-color: #e74c3c;
 padding-right: 5px;
}
#nbextensions-configurator-container > div.nbext-buttons.tree-buttons.no-padding.pull-right > span > button {
 border: none !important;
}
button#refresh_running_list {
 border: none !important;
}
mark,
.mark {
 background-color: #303845;
 color: #abc1e2;
 padding: .15em;
}
a.text-warning,
a.text-warning:hover {
 color: #546379;
}
a.text-warning.bg-warning {
 background-color: #262931;
}
span.bg-success.text-success {
 background-color: transparent;
 color: #48a667;
}
span.bg-danger.text-danger {
 background-color: #262931;
 color: #dc6972;
}
.has-success .input-group-addon {
 color: #48a667;
 border-color: transparent;
 background: inherit;
 background-color: rgba(83,180,115,.10);
}
.has-success .form-control {
 border-color: #48a667;
 -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,0.025);
 box-shadow: inset 0 1px 1px rgba(0,0,0,0.025);
}
.has-error .input-group-addon {
 color: #dc6972;
 border-color: transparent;
 background: inherit;
 background-color: rgba(192,57,67,.10);
}
.has-error .form-control {
 border-color: #dc6972;
 -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,0.025);
 box-shadow: inset 0 1px 1px rgba(0,0,0,0.025);
}
.kse-input-group-pretty > kbd {
 font-family: monospace, monospace;
 color: #a2b0c7;
 font-weight: normal;
 background: transparent;
}
.kse-input-group-pretty > kbd {
 font-family: monospace, monospace;
 color: #a2b0c7;
 font-weight: normal;
 background: transparent;
}
div.nbext-enable-btns .btn[disabled],
div.nbext-enable-btns .btn[disabled]:hover,
.btn-default.disabled,
.btn-default[disabled] {
 background: #38424f;
 background-color: #38424f;
 color: #98a8c1;
}
label#Keyword-Filter {
 display: none;
}
.input-group .nbext-list-btn-add,
.input-group-btn:last-child > .btn-group > .btn {
 background: #2e3642;
 background-color: #2e3642;
 border-color: #2e3642;
 border: 2px solid #2e3642;
}
.input-group .nbext-list-btn-add:hover,
.input-group-btn:last-child > .btn-group > .btn:hover {
 background: #2a313c;
 background-color: #2a313c;
 border-color: #2a313c;
 border: 2px solid #2a313c;
}
#notebook-container > div.cell.code_cell.rendered.selected > div.widget-area > div.widget-subarea > div > div.widget_item.btn-group > button.btn.btn-default.dropdown-toggle.widget-combo-carrot-btn {
 background: #2e3642;
 background-color: #2e3642;
 border-color: #2e3642;
}
#notebook-container > div.cell.code_cell.rendered.selected > div.widget-area > div.widget-subarea > div > div.widget_item.btn-group > button.btn.btn-default.dropdown-toggle.widget-combo-carrot-btn:hover {
 background: #2a313c;
 background-color: #2a313c;
 border-color: #2a313c;
}
.ui-widget-content {
 background: #3a4452;
 background-color: #3a4452;
 border: 2px solid #3a4452;
 color: #a2b0c7;
}
div.collapsible_headings_toggle {
 color: rgba(80,92,133,.45) !important;
}
div.collapsible_headings_toggle:hover {
 color: #4c8be2 !important;
}
.collapsible_headings_toggle .h1,
.collapsible_headings_toggle .h2,
.collapsible_headings_toggle .h3,
.collapsible_headings_toggle .h4,
.collapsible_headings_toggle .h5,
.collapsible_headings_toggle .h6 {
 margin: 0.3em .4em 0em 0em !important;
 line-height: 1.2 !important;
}
div.collapsible_headings_toggle .fa-caret-down:before,
div.collapsible_headings_toggle .fa-caret-right:before {
 font-size: xx-large;
 transition: transform 1000ms;
 transform: none !important;
}
.collapsible_headings_collapsed.collapsible_headings_ellipsis .rendered_html h1:after,
.collapsible_headings_collapsed.collapsible_headings_ellipsis .rendered_html h2:after,
.collapsible_headings_collapsed.collapsible_headings_ellipsis .rendered_html h3:after,
.collapsible_headings_collapsed.collapsible_headings_ellipsis .rendered_html h4:after,
.collapsible_headings_collapsed.collapsible_headings_ellipsis .rendered_html h5:after,
.collapsible_headings_collapsed.collapsible_headings_ellipsis .rendered_html h6:after {
 position: absolute;
 right: 0;
 bottom: 20% !important;
 content: "[\002026]";
 color: rgba(80,92,133,.45) !important;
 padding: 0.5em 0em 0em 0em !important;
}
.collapsible_headings_ellipsis .rendered_html h1,
.collapsible_headings_ellipsis .rendered_html h2,
.collapsible_headings_ellipsis .rendered_html h3,
.collapsible_headings_ellipsis .rendered_html h4,
.collapsible_headings_ellipsis .rendered_html h5,
.collapsible_headings_ellipsis .rendered_html h6,
.collapsible_headings_toggle .fa {
 transition: transform 1000ms !important;
 -webkit-transform: inherit !important;
 -moz-transform: inherit !important;
 -ms-transform: inherit !important;
 -o-transform: inherit !important;
 transform: inherit !important;
 padding-right: 0px !important;
}
#toc-wrapper {
 z-index: 90;
 position: fixed !important;
 display: flex;
 flex-direction: column;
 overflow: hidden;
 padding: 10px;
 border-style: solid;
 border-width: thin;
 border-right-width: medium !important;
 background-color: #262931 !important;
}
#toc-wrapper.ui-draggable.ui-resizable.sidebar-wrapper {
 border-color: rgba(80,92,133,.22) !important;
}
#toc a,
#navigate_menu a,
.toc {
 color: #a2b0c7 !important;
 font-size: 11pt !important;
}
#toc li > span:hover {
 background-color: #343d4b !important;
}
#toc a:hover,
#navigate_menu a:hover,
.toc {
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<h1 id="Deep-Neural-Networks">Deep Neural Networks<a class="anchor-link" href="#Deep-Neural-Networks">&#182;</a></h1><ul>
<li>Convolutional Neural Networks (CNNs)</li>
<li>Recurrent Neural Networks (RNNs)</li>
<li>Generative Adversarial Networks (GANs)</li>
</ul>

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<h1 id="CNN">CNN<a class="anchor-link" href="#CNN">&#182;</a></h1><ul>
<li>Great for computer vision<ul>
<li>Image Classification</li>
<li>Style Transfer</li>
<li>Objet Detection</li>
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<h2 id="Dog-Breed-Classifier">Dog Breed Classifier<a class="anchor-link" href="#Dog-Breed-Classifier">&#182;</a></h2><p>If you'd like, try using a photo of a dog of your choosing or youself!</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">helper</span>
<span class="o">%</span><span class="k">matplotlib</span> inline

<span class="n">dog_classifier</span> <span class="o">=</span> <span class="n">helper</span><span class="o">.</span><span class="n">create_dog_breed_classifier</span><span class="p">()</span>

<span class="c1"># Get the class names</span>
<span class="n">dog_class_names</span> <span class="o">=</span> <span class="n">helper</span><span class="o">.</span><span class="n">get_class_names</span><span class="p">()</span>
</pre></div>

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<h4 id="Can-correctly-classify-images-of-dog-(Top-1-accuracy:-84%-on-test-ste)">Can correctly classify images of dog (Top-1 accuracy: 84% on test ste)<a class="anchor-link" href="#Can-correctly-classify-images-of-dog-(Top-1-accuracy:-84%-on-test-ste)">&#182;</a></h4><hr>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">img</span> <span class="o">=</span> <span class="s2">&quot;&quot;&quot;assets/Border_Collie.jpg&quot;&quot;&quot;</span>

<span class="n">helper</span><span class="o">.</span><span class="n">run_app</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="n">dog_classifier</span><span class="p">,</span> <span class="n">dog_class_names</span><span class="p">)</span>
</pre></div>

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<pre>This looks like a Border collie to me.
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<h4 id="Also-can-tell-you-what-dog-breed-a-human-is-most-closely-related-to">Also can tell you what dog breed a human is most closely related to<a class="anchor-link" href="#Also-can-tell-you-what-dog-breed-a-human-is-most-closely-related-to">&#182;</a></h4><hr>
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<div class="prompt input_prompt">In&nbsp;[3]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">img</span> <span class="o">=</span> <span class="s2">&quot;&quot;&quot;assets/shaq.jpg&quot;&quot;&quot;</span>

<span class="n">helper</span><span class="o">.</span><span class="n">run_app</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="n">dog_classifier</span><span class="p">,</span> <span class="n">dog_class_names</span><span class="p">)</span>
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<pre>Hello, human!
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<pre>You look like a Maltese.
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<h1 id="Style-Transfer">Style Transfer<a class="anchor-link" href="#Style-Transfer">&#182;</a></h1><p><img src="assets/regis.JPG" width=50%></p>
<p><img src="assets/discoDingo_regis.png">
<img src="assets/iceFlow_regis.png">
<img src="assets/starryNight_regis.png">
<img src="assets/hockney_regis.png">
<img src="assets/octopus_regis.png">
<img src="assets/kahlo_regis.png">
<img src="assets/delaunay_regis.png">
<img src="assets/Koi_regis.png">
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<p><em>These were all generated by implementing this paper: <a href="https://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Gatys_Image_Style_Transfer_CVPR_2016_paper.pdf">https://www.cv-foundation.org/openaccess/content_cvpr_2016/papers/Gatys_Image_Style_Transfer_CVPR_2016_paper.pdf</a></em></p>
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<h3 id="As-you-can-see,-using-this-method,-we-can-not-only-transfer-the-color-pallette,-but-also-the-patterns-and-artist-styles-within-the-images">As you can see, using this method, we can not only transfer the color pallette, but also the patterns and artist styles within the images<a class="anchor-link" href="#As-you-can-see,-using-this-method,-we-can-not-only-transfer-the-color-pallette,-but-also-the-patterns-and-artist-styles-within-the-images">&#182;</a></h3><h3 id="Bonus:-Take-a-look-in-/assets-to-view-these-images-enlarged">Bonus: <em>Take a look in /assets to view these images enlarged</em><a class="anchor-link" href="#Bonus:-Take-a-look-in-/assets-to-view-these-images-enlarged">&#182;</a></h3>
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<h1 id="Recurrent-Neural-Networks-(RNN)">Recurrent Neural Networks (RNN)<a class="anchor-link" href="#Recurrent-Neural-Networks-(RNN)">&#182;</a></h1><ul>
<li>This is an example of a script I generated from using a Seinfeld dataset containing all of its scripts ever televised.</li>
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<p><strong>jerry</strong>: i mean, i like it.</p>
<p><strong>jerry</strong>:(to the drake) i don't like this guy! i'm gonna go see the baby!(kramer enters the apartment. george enters. kramer enters...</p>
<p><strong>jerry</strong>: what are you talking about?</p>
<p><strong>kramer</strong>: yeah, but then i was wondering if it was a legitimate- hundred dollars.</p>
<p><strong>george</strong>: what is he doing here?</p>
<p><strong>george</strong>:(pointing) oh yeah, yeah....</p>
<p><strong>george</strong>: what? what is this guy?</p>
<p><strong>george</strong>: i don't know.</p>
<p><strong>jerry</strong>: well, i don't know what you did to me.</p>
<p><strong>jerry</strong>: what happened to the auto show?</p>
<p><strong>jerry</strong>:(getting up to leave) hey, hey hey hey hey hey hey hey hey hey hey hey, hey, i gotta tell you something else, you know i just got to go out and get the job out of the car!</p>
<p><strong>elaine</strong>:(to george) so?</p>
<p><strong>jerry</strong>:(to jerry) hey, hey, hey!</p>
<p><strong>jerry</strong>: hey..(to jerry) i can't believe i'm doing this!</p>
<p><strong>elaine</strong>: oh, yeah, sure, i was just curious.</p>
<p><strong>elaine</strong>:(pointing the door on the couch)</p>
<p><strong>jerry</strong>:(pause, to himself) oh! my god!</p>
<p><strong>jerry</strong>:(to george) hey, what happened? you think you're gonna be able to do it. i'm not getting this, i'm looking scared to you!</p>
<p><strong>george</strong>: well it's a little bit of a dandy.</p>
<p><strong>elaine</strong>:(to kramer, rebox) : i don't know.</p>
<p><strong>newman</strong>: i can't believe it!</p>
<p><strong>elaine</strong>: well, maybe.</p>
<p><strong>elaine</strong>:(to jerry) i don't know.</p>
<p><strong>jerry</strong>: well, you know, it's the only reason i ever heard.(jerry looks at kramer and hurriedly, elaine, jerry.(to elaine) you know, i think he might have a little more time.</p>

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<h4 id="Could-still-use-some-work">Could still use some work<a class="anchor-link" href="#Could-still-use-some-work">&#182;</a></h4><p>Obviously this script is not perfectd, but I personally find it enertaining.</p>

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<h1 id="GANs">GANs<a class="anchor-link" href="#GANs">&#182;</a></h1><ul>
<li>Neural networks with an imagination</li>
<li>They are able to generate new content</li>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Instantiate the network</span>
<span class="n">generator_network</span> <span class="o">=</span> <span class="n">helper</span><span class="o">.</span><span class="n">create_gan</span><span class="p">()</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">torch</span>

<span class="c1"># Load a pretrained network</span>
<span class="n">generator_network</span><span class="o">.</span><span class="n">load_state_dict</span><span class="p">(</span><span class="n">torch</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="s1">&#39;models/generator_mnist.pt&#39;</span><span class="p">))</span>
<span class="n">generator_network</span><span class="o">.</span><span class="n">eval</span><span class="p">()</span>
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<pre>Generator(
  (fc1): Linear(in_features=112, out_features=32, bias=True)
  (fc2): Linear(in_features=32, out_features=64, bias=True)
  (fc3): Linear(in_features=64, out_features=128, bias=True)
  (fc4): Linear(in_features=128, out_features=784, bias=True)
  (dropout): Dropout(p=0.3)
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Generate handwritten digits</span>
<span class="n">generated_image</span> <span class="o">=</span> <span class="n">generator_network</span><span class="o">.</span><span class="n">forward</span><span class="p">(</span><span class="n">helper</span><span class="o">.</span><span class="n">generate_latent_vector</span><span class="p">())</span>

<span class="n">helper</span><span class="o">.</span><span class="n">view_samples</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="p">[</span><span class="n">generated_image</span><span class="p">])</span>
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Wru9yJV4d/rr7++pKIP47vWNdtOOeWU1NYtjRcNBgAAsoCAAQCALGR18lc57+yUcxlzqVCHndEvFaax6OS36coZqtHBaEd2VK2tPkfV2gX2fB9Rxa/ao7rb5rAqGs0Kd3BDNAW4T9y/8847bzrm3KD4u3Xbmdxp4rOvuuqqkgpntFT0nzOjXRFCqu9w7udKEFV4TsVCqh5T8fmcd+X8M2moySee7/kbAyVcoDb24bPPPjvsNerRL2axiJ/NpnGpCGZyf8UMfQcwxdyjRgOD2g0aDAAAZCGLBuNVb1wN1krQuAq3lhBDPr2CiU7+VVZZRZL0/PPPSypvqLPYYotJKmskjz32mCTp/vvvT23e5KgqlLRfQh7r3efaa6+d/nb/VG0D7JWlV4JSkQ3sfpNaC2PuR1yrTioqIMRxfOutt0oqQpIb1SbHgtYiDQ3WueSSS9KxffbZR1K5v+IcHY5oJXA4c6znds0110gq19byfbRa0aAfsJbm7UekYgsSvwuiBmONrxfGHBoMAABkIasPJq60azWXKF0toWPFVa+sZ5111tTmxEpvoxylts+PGoyvGzcQu+mmm4bcWy39bC+3hiIVq7pYL8qhpA4zjbjv4u8wlom/szW6P/3pT6ltqaWWklTW8lwJuNGqtGNtoys/jzWTyy67LB3bYYcdJJXnbFXou/vC49OhzJL0i1/8QlJ5e+R4vJZWNJfx48f3rOYT+81a2nrrrZfaHG5t60Scs1Xh8j6v08+LBgMAAFlAwAAAQBZaNpHVMwFENa+eScqfjVnl22+/vSTp+9//fmpz9qqvG1Vxh+tNnjw5tV188cWSCiehVN/8MxbMGbfffnv629n6zuiXpJlmmql0ns+RiozpXjUbtJv4O7sMf6wO8dRTT0mSLrjggtTmMTWa7+g3quaD/3a4bwzMsSl62223TW02zcRreA46VWH33XdPx6q23chFL4/z+Pw2h/3whz9MbQ5Z9nn7779/Olb1XGTyAwDAmGKgmZXCwMDAsCfHDcTsAK3nLI/HLI1jItEWW2whqdiaViqStaq0oSuvvFKSdNppp6U2r86jk9YhkfVWZ40mGg4ODjZXvEv1+/CTSLN92M7+i7+zV9Nx4yYnqnkbX6lcL69H+Ofg4OCKI59W0Gwf9nPQSyP04jyOfe7abX7HSUWwjoN6nKYhFZp3JxmuD9FgAAAgCwgYAADIQtNO/oGBgUo1uSovoJ7jf9FFF01tzsxfc801U5trZJ111lmpzc4u1yyLZfWPPfZYSeUY8FpzWLyneqp+3KArfgdUEysF9Es1BKnIfZGkBx98UFI5P+i+++6T1HjOSz8x3DyuYiyaxXqdaL7dYIMNhhz3b+LqBksvvXQ69vTTT5fO6SZoMAAAkIWmNZjhpOJIm1XVag6PPPJIOmbH6qRJk1Kbna5xdWynq1fJMcPXq8yq+6snyaeeeur0t8Ok0Vqao5+0lkjUTLxx2NFHH53azj33XEm9tV12u2gyuGdUn+slnMbQi9XRq4g17pxm4fpjUrFxokPo77jjjnSsl34jNBgAAMgCAgYAALLQtjyYVphxxhklVW/41Qq5Ntmxg7QX4+f7jW7mwYwR2pIHU5UX1khli26bz9pRrp95PHpGeheiwQAAQBaadfK/LOmJdt9EuzUXk8v5/P9XavOOdN4wZOnDPmU0fUj/lWlLHzYbHNPMOTlpQ40t5nELjPQubMpEBgAA0CiYyAAAIAsIGAAAyAICBgAAsoCAAQCALCBgAAAgCwgYAADIAgIGAACygIABAIAsIGAAACALCBgAAMgCAgYAALKAgAEAgCwgYAAAIAsIGAAAyAICBgAAsoCAAQCALCBgAAAgCwgYAADIAgIGAACygIABAIAsIGAAACALCBgAAMgCAgYAALKAgAEAgCwgYAAAIAsIGAAAyAICBgAAsoCAAQCALCBgAAAgCwgYAADIAgIGAACygIABAIAsIGAAACALCBgAAMgCAgYAALKAgAEAgCwgYAAAIAsIGAAAyAICBgAAsoCAAQCALCBgAAAgCwgYAADIAgIGAACygIABAIAsIGAAACALCBgAAMgCAgYAALKAgAEAgCwgYAAAIAsIGAAAyAICBgAAsoCAAQCALCBgAAAgCwgYAADIAgIGAACygIABAIAsIGAAACALCBgAAMgCAgYAALKAgAEAgCwgYAAAIAsIGAAAyAICBgAAsoCAAQCALCBgAAAgCwgYAADIAgIGAACygIABAIAsIGAAACALCBgAAMgCAgYAALKAgAEAgCwgYAAAIAsIGAAAyAICBgAAsoCAAQCALCBgAAAgCwgYAADIAgIGAACygIABAIAsIGAAACALCBgAAMgCAgYAALKAgAEAgCwgYAAAIAsIGAAAyAICBgAAsoCAAQCALCBgAAAgCwgYAADIAgIGAACygIABAIAsIGAAACALCBgAAMgCAgYAALKAgAEAgCwgYAAAIAsIGAAAyAICBgAAsoCAAQCALCBgAAAgCwgYAADIAgIGAACygIABAIAsIGAAACALCBgAAMgCAgYAALKAgAEAgCwgYAAAIAsIGAAAyAICBgAAsoCAAQCALCBgAAAgCwgYAADIAgIGAACygIABAIAsIGAAACALCBgAAMgCAgYAALKAgAEAgCwgYAAAIAsIGAAAyAICBgAAsoCAAQCALCBgAAAgCwgYAADIAgIGAACygIABAIAsIGAAACALCBgAAMgCAgYAALKAgAEAgCwgYAAAIAsIGAAAyAICBgAAsoCAAQCALCBgAAAgCwgYAADIwhTNnDwwMDCY60b6kcHBwYFmP0Mflmm2D/uh/wYGikcaHMx+uy8PDg7O1swH+qEPOwnzuHWG68OmBEwV48b9Twn6+OOP67Y1wtRTT53+fvfdd/93g1MUt/jhhx82dT1P9HZP8nHjxjX9bL1Kh1+GY5pc420Enujkl0HB+PHj9dFHH9U9Z7Tvwk7Oy9HeY0PXbvsVAQAAhIABAIBMZDGRjVbVslksMpIKWktULeeaay5J0ksvvZTaPvjgg2E/O378+Ia+sx2qZJU5sJPkNueMddNbVf/123OO9d8oN7XviU996lOSpPfffz+1NfuumDBhgqTye6qRuer3sFS4FaJLwZ+tuobv0d8tFe/C//73v03d/5D7aunTAAAAw9CyBmMpGSWopV89bWEkGtEmZp555vT3lltuKUk65JBDUtsbb7whSTrttNNS269//WtJhdSOq7hmtaVWeO+99zr2Xd0g54p4YGCg6yvubn9/OxjpGTql5XquS80H8tQjvpM6EZQTNRfTbB/6nRnfS7XXkqSppppKkvS5z31OkvTFL34xHTvggAMklfuy6nq19xTPn2aaaSShwQAAQI+CgAEAgCy0bCIz7XDyR6rMVVbz5phjDknSmmuumY4dddRRkqR33nkntT355JOSpDfffDO1zTjjjJKk119/fci9djKPodt5NP1s4qm995xx/K3iMRUdqB7b/rcR80XOexvu+3Lfg6/fTrNYpBfGQzv6sN5v88wzz0iSfvazn6VjNp9F06Pfi/XuJ44Hvx9bBQ0GAACykCVMuR6NhgKbKFWnnHJKSdK6664rSTrppJPSMTulpp9++tRmDeepp55Kbeecc05T3z/cPfWzBtALtLMP6429dofi+noOBZ1ttqJKi9tmmWWW1PbVr35VkrThhhumtttuu02SdPTRR0uSHnnkkXSsk4EmsT+6VIVgWKKD3vSCRtIOap8tahrWdGMQkDWSGWaYIbVtscUWkqTdd99dUnkcWiM8++yzU9upp54qSXrhhRdSW7T2SNX92+r8QYMBAIAsIGAAACALozKRRbWpWbW1WRNAVB9XW201SdKRRx4pSZpuuunqXt+q6Pnnn5/a2qFm94oZod1YPY99/pnPfEZSWa23Y9Ex8qPp01b6cIoppmjYMdxOs5i/W5JWWGEFSdKLL76YjjmTe5VVVkltu+yyiyRp2mmnTW0LLrigJGn++eeXJH37299Oxx566CFJ+U1ltSbKRp2/Ps9jxGZrqRgHG220UWpbf/31JRVjRpJuvvlmScX8nThxYjrmMRjNjO47z3upCNzppEmx3fj5q/IFHYwkSauuuqokackll0xt8803n6RiXtqMJhX9tdtuu6U2m9wcDBWp99u3akZFgwEAgCw0rcHkdHBXZarOPffcqc1Z+l7xVGXh33XXXant2GOPlSRNnjw5tVni16vN08/EPvGzxhBZB0MsvPDCkqRf/epX6ZhXRXFV6n6N2yacccYZkqS99tpL0ug0mFbGUa6wVqk6ZDhqb9ZSHn30UUllR+n//d//SZIWWWSR1Pbyyy9LKq8w3ZeulRf7oVMr8kb6virT3nz605+WVH7Wiy++WJI0++yzD7lGve+u0pCqrCQ77bRTattxxx0lSTfccIOkcj2/qmv00jyvDV2PGpytNKuvvnpqW2aZZSRJ8847b2rz87z11luSyuPL4zXWO3SlEweYSNKVV15ZutZI+DzPAam6ekEEDQYAALLQtAYzfvz4tq8gLdFtk5aK8Ls11lgjtS277LKSihVNXDlfd911kqTDDz88tS222GJDzqsNq+6llU0ruA9jKOPmm28uSfr+97+f2rzKjhqJqdLq3F9xNbjVVltJkn7yk59Ikp54otjzqlFtph/63avCuBL06vy5556TVKzkpWIlutRSS6U2276ff/751Ob584UvfEFSOUy5UwynQVat+uN8r10dn3zyyemYE6CrtJaq7/D1q/ymVZp49Mu4BpdX5HHcVdXP6qVkXD+brQlOu5Ckww47TFJ5Hvv8eO+us2gtyJqyJM0000ySypq3/X5+J0jSHXfcIUl65ZVXJFVXBo+/je+jmRqTaDAAAJAFBAwAAGShaRNZDgerw+r22GOP1GYTWeTxxx+XVDgdo3nimGOOkVRWFSdNmiSprPr5/ntBVW6VaOay6WbXXXdNbQ6KiE454+ePm7H95S9/kVSo7lKRMRy/yw5VOx9tLpJaL+/dLaz+x3BimxpeffXV1Ob+svnBjnqpqAflAAqp6OfXXnsttdk09vDDDw97H52qA9Zou6nd5iI6l21OiUEBVWYVh3bfeOONpWtK0iabbCKpPLd9jZjdbpOjx+rbb7+djvn7o4nIgSt2ineT2kCOzTbbLP0dA3Jq2+K9O5zdAUzRleBtTOLv4D6O/broootKKvoyVjzxPcbx4OvGd+xIoMEAAEAW2lZNuVmiE8+r5K997WupzSuOKFW9klxggQUklSW6az2dcsopQ86vCmFs9d676aR236288sqpbe+995Ykff7zn09tXsHEe3VYrcOTjz/++HTMK8sYGh6dgubpp5+WNFSj7CRRo2qnVh1XyR5fUaPbeOONJRX9aG1EKlaE8d68sv7d736X2h544IG23W+38Kr3O9/5Tmo7/fTTJUmzzjpranM/7b///qntj3/8Y+la22yzTfrbSYWxz6s0EgcZuK+jFlQVnNDK5oftpjaY5rHHHkvHFl98cUnVQTj/+c9/0t9+L7p/47uwqo7bv//9b0nlgBInc9Zq5VIxD2K/WnNpJvwbDQYAALKAgAEAgCw0ZSIbGBjQhAkTRszebIToHNxhhx0klePc7diK3+XP+N+YRe1cDNeIkgrnc21Z6laZMGFCV1Ruq6bzzDOPpPKz2rQQaxjZhGXnvVRscWC1PPavHYDf/OY3U5t/h2husAPQG7pFE2SnaHewiVX9+Lt60yXnDknS17/+dUmFiSae736JbVdccYUk6Ygjjkht9eZPP+QHSYXp5B//+EdqO+GEEyRJa621Vmo79NBDJUn33XffkM86+CTWc7OZpspEFH9zm2lttqkykeWmVVO5zVBxvFTVA3TfxaCQ66+/XlIxZ2Nwil0DMeDmxBNPlFTUgZOKIBa7I6rGZTSbjSYwCg0GAACy0JQGMzg42BbtRSo78eygqsoAjnWNvGq55pprJJUzyC21Y9XWXCvrdvVBs7h/9txzT0nlkGSvLmJQxFlnnSVJOu6441KbVzx2JkZ23nlnSeUqrP7OGKp72mmnSWqtmnKvUjUG7byXpKWXXlpSEXYcw5StWcfad/vtt5+k7o2Z4WhXoEoMv3aqgFfLUvHcUSNxnzmYJG7367a4cvZ9Rm3p2muvlbGn/U0AAAuPSURBVFTM8UafpZk6WiPRav/ZsnLJJZekNlcvdwqAVMyz+++/P7V5zln7ic/l+4qWmzvvvFNSecMxn+dAlBgiXa/SCdWUAQCg6yBgAAAgC10r1x8dUC5DXVV+P5aOd3z9QgstNOQaf//734e0VcXPt8Oc0608GJsV7dyvKogXHYZVfWI1eJ111in9K0kbbLCBpLI5w8/pzGGpKPMdc0aapZU+HDduXDazXByDHj+xoKM3iYrBFMb9cfDBB6e2WOSynbRavLFd47dqq4E4LqpK508//fSSihwiB63E8+J1PX7jHvN27jf7HL1kqrRjPjr03RbNW3YhRDOYXQc22VZtdRLNty4UHCt3OLjCfehipfG8eB9+LzQTYIMGAwAAWWhag2nXyidqFVVbh9rxFLdFtoS1xI8S3bXLLrvsstTmMFNnsUZqaypJzW+80wmqnM4OP474nuLq0VnnLtUtFVqgQ5Gjhlj1XV6Vxo3JnFHcyuZYrfRhzqCCeG2PvRhMYie0NcHYB3Y433333dnuz/RyOHO8N2vdcZx5JezNtao05ngNB004aEVqbAz0+oZj1qZcmUQqthixlicVWo0DAKRic0D3Q+zDKsvNj370I0lla4ZD6K2N+30hSeeee66k8jvWY93v1UZAgwEAgCx0rRZZpMou6iSgqsqsJkptb5rjVZFU2Bjj52y79flVq/BGtnntBu6n3/zmN5IKn0k8dsEFF6Q2aytrrrlmarNd1jbW6EvwqimuDr1acWi4lHfL4l7CPq6q1XdVKKjDwaOdOxe9MB6HI44fj8t4v557VVsyV/kSDzjgAEnl1Xe956/dFr1X8bN+9rOfTW1+70XNwW1VGlmVH7RKg3ElZCe1S4WmbQvHLbfcko7ZWvTss8+mttFUokaDAQCALCBgAAAgCx0PU7aaFx1WdhovssgiTV0rmrecoXrrrbemNjtd7TiTCtXTIbzRYV7lYOwlbJq66667JEk//vGP0zGrt9EBV7VpkPvCZdbXW2+9Id8TN2+yaSxuKjYW8biMZoXll19eUtmEUUvMwj766KOHHO/VsdQpbCKLZnCbGR1iW+Xkj6afe+65R1LjQSW9Xlmi9hlj8IKd93EDsVi30fgZqzZQtCkr1ifzd9rcJklLLbWUpCIFwbUF4/nxXeD+p1w/AAB0nY6HKXuFuOSSS6Y2S8RYJ8eJRHFFWZuEFaW260Wdeuqpqc0bGUXNyM4r/+sKsL1K7G//bWfnb3/723SsatXm/ooOQ4eNrrjiipLKq5xaDUkqwr/H4ko8rsT8d9xAzJuExbp57gcHkHz3u99Nx1oJ2x7rxL725oAxeMK4f++4447UNtptuON3euXuAINuUhvIEANFrrrqqiHnu1J61AIvvPBCSUWIs5PPJenqq6+WVJ7byy23nKSyBjPbbLNJKvr6jTfeSMesVcYxPZrtvNFgAAAgCwgYAADIQtMmsvHjx7dkCqiK0a6Nx5aq1bF6TnjXM9puu+1SmzOxL7300tT21a9+VVLhOOxH04/vudHfITpRl1hiCUmF2Sc+v1X1m266KbXFcuy11FOZezWLOhLvy/Xwfv7zn6e2KueqnZ6HH364pPI+6VVju5f2gm8nftZGx2Csc3XkkUdKqq6n5sCcGDBR7zs8tuM1fG8xX6sXTGPG4873GfNLnHfiDcWkonpErCjhumwO2ll77bXTMTvtY5vne+wnm8Tq5W3FsWyoRQYAAF2naQ2mVUemV3SxyqydTbHumFcmVSthS+G4QY4z0u1AlKQ//OEPkqTLL788tTks+bbbbmvqvttdkbmTRCf/KqusIqnYeCyuRrwp0Q9/+MPU1u1qvTnxtseStNdee0kqO0H97NEJe8opp0iSbrjhBknlLPRWqkv3IlUVLTwPPH5cLUKSHn300SHnex7HahJzzjln6ZzYv95aOmaVV+Ht1e34jtfoJa2xXtVr33tMLbAGE0PjPcbefPPN1OaxZo3PW6BLheYdNRi/K2+//fbU5koV7rv4bvf9Vjn5o0VkJG0GDQYAALKAgAEAgCx0vNilTSf//Oc/U9vTTz8tqazaWm2LsdxV2dbG59l0IRXZ+lEFtWnMqmWjtNMs1q4Nyxp1pMeco4022khS0YfRrGPHaqN5B/1gBqvXR85klqSvfOUrkspmV/fN9773vdQWs66l8rhwn0ZTb70giV6naksCP6/NMPH5q4pXuhpC3IStNngiznsXo405GSa+C3xv7t9ezUGyOSk+Y22Qjp9ZKsxWduxLhdk2mqPsVvC14jvROYHRlOWx/Ne//jW13XjjjaX7qPotI27DyQ8AAF2n4xqMJW3MSnX9sLh6dGZq3ATHWJJGiWsH9bHHHpvannrqKUm9t7ppZOXfSNbsSNfxCmbLLbdMbe5j910MkYzZ02OFqmx9s+6666a/vUqMY+qYY46RVN6q99VXX5VUHZLsvq1affcjVfPGY8794IobkrTMMstIKockOy1g8cUXT23uM18/hhDff//9pe+RinEcrQ4OF69aafcS1lziOKnt1/istubEumDW+GLdQDv8XXUjas3zzz+/pHKdxUmTJkkqW3hcjaJKI6l6t4zGioMGAwAAWejahmNRGroirbfwlIoVTwwb9WrJbVEL2mqrrSSVV0P9Fk4cGa1/I67oXLE6bkxWG/4dV0qxFpypF2bZD8R+9DPbzh2146pKsQ79jCs8ay72B1RpK/3aV7VUaTC148FWAkk68cQTJUkrrLBCanM4cbRO1FYTvvfee9MxJwnG893XVcmS/eAHlKrHYdUxj7W//OUvqc2bhMVx5bBvj+EYwmyfc/Rzu+8eeeSR1OYK6TnHKxoMAABkAQEDAABZ6LiJzOpYVBOtFkZThJ1XDquVivBZh+hFp18MRe43RlMGezjiNZypHmu8GZs/vvGNb6Q2/zZV9d/6lXrbHcQKB2575plnhpw/ceLE1GYzon+zWHI+bs40lqgK9fa/0TTjIBGbq6ViDFbNdzueDzzwwHTMTvEYKj/acv3doqrqR6MpBZ6XkydPTm0HHXSQpHK4vFMP3Jfxd3CQRaxnduWVV0oqHPtSZyoeoMEAAEAWOq7BVCVLVlVJtpMvnufVohOTqhxn/bjirnfPzdZAi+evvPLKksoO09p+iklenxQcHHLYYYeltk033VRSUdlbKkI/Yx2tM888U1Kxqu631bUZbbJvbT3AmMznvouaYdW8tKP5oosuklSuIxbD5scqtU7++H/P36o2B6dIhebi8RcDdE4//XRJ0hlnnJHanJAarUSNvDNj0uxo0j3QYAAAIAsIGAAAyEJTJrKBgQFNmDChsq5OozS6WVaztcLq0ezmV62qhY3cT6P9VrWRUtUxXy/uH7/55ptLKpsdrGY7KCLmcfSTebGV7RP8m/7tb39LbfFvKFM1Lmx2da6VVGT3x604fDzOZ+d4nHfeeZJ6q7x+O6gaj/XGaNVYjqZH57NEJ7/zWrzhXXTee2OyqndX1buwnqms1XcCGgwAAGRhoBkJNTAwMOzJ/bwhV7NYAxkcHGy6EFK9Pqyimc19anEW9c4775zavLHWaqutJqnI5u0WzfZhs/33CeCfg4ODKzbzgXp9WLXCrTe34zHXzIptX/7yl0vXkopNr5zB3+0ttzsxj+s9T1W9vNjmyiXRgmHLw8wzzyypvO1xrHDSDCO9w0fQdCr7EA0GAACygIABAIAstM1E1i/UZmA3msdQG5f+0UcfdUS1HutgImuZtprIeoVOmtx7aR47h2i0Zq7hqDJvtSN3cNy4cfr4448xkQEAQGdpNpP/ZUlP5LiRTlFbj6rZz0kp/G/eUd5C3/dhGxlNH9J/ZcZkH3YwUKin5nG7NReTIwRZSr/TsH3YlIkMAACgUTCRAQBAFhAwAACQBQQMAABkAQEDAABZQMAAAEAWEDAAAJAFBAwAAGQBAQMAAFlAwAAAQBb+HwrzZEAU/XXLAAAAAElFTkSuQmCC
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<h3 id="How-did-the-network-learn-to-draw-these?">How did the network learn to draw these?<a class="anchor-link" href="#How-did-the-network-learn-to-draw-these?">&#182;</a></h3><p>This network is actually not <strong>a</strong> neural network, but two of them. The first neural network generates content similar to what is found in the dataset. The second network is a 'detective' which is a classifier that looks at both content from the dataset and the content generated by the first network and tries to determine if it is looking at content from the dataset or not.</p>
<p>In the below cells for viewing samples, try changing the second parameter which determines which epoch the sample came from. (-1 will reference the largest epoch available)</p>

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<h3 id="This-can-also-be-applied-to-more-complicated-tasks-such-as-generating-human-faces">This can also be applied to more complicated tasks such as generating human faces<a class="anchor-link" href="#This-can-also-be-applied-to-more-complicated-tasks-such-as-generating-human-faces">&#182;</a></h3><p><br></p>
<ul>
<li>However, we will need to combine the power of GANs with Convolutional Networks (DCGANs)</li>
<li>This network was trained on a dataset of celebrity headshots</li>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Again try playing with the 2nd parameter here which will show you the progress the GAN made.</span>

<span class="c1"># To me it&#39;s fascinating that the GAN learned to generate two eyes, a nose, and mouth almost</span>
<span class="c1"># immediately.</span>

<span class="n">helper</span><span class="o">.</span><span class="n">view_saved_face_samples</span><span class="p">(</span><span class="s1">&#39;data/train_samples_faces.pkl&#39;</span><span class="p">,</span> <span class="o">-</span><span class="mi">1</span><span class="p">)</span>
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