fcs.html

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


<title>fcs</title>

<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 {
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}
.glyphicon-tag:before {
  content: "\e041";
}
.glyphicon-tags:before {
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}
.glyphicon-book:before {
  content: "\e043";
}
.glyphicon-bookmark:before {
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}
.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 {
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}
.glyphicon-align-justify:before {
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}
.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;
}
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<style type="text/css">
/* Overrides of notebook CSS for static HTML export */
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  padding: 8px;
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div#notebook {
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  border-top: none;
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<div class="cell border-box-sizing text_cell rendered"><div class="inner_cell">
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<h1 id="Fluorescence-Correlation-Spectroscopy-(FCS)">Fluorescence Correlation Spectroscopy (FCS)<a class="anchor-link" href="#Fluorescence-Correlation-Spectroscopy-(FCS)">&#182;</a></h1>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="o">%</span><span class="k">matplotlib</span> inline
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">import</span> <span class="nn">scipy</span> <span class="k">as</span> <span class="nn">sp</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="kn">import</span> <span class="nn">seaborn</span> <span class="k">as</span> <span class="nn">sns</span><span class="p">;</span> <span class="n">sns</span><span class="o">.</span><span class="n">set_style</span><span class="p">(</span><span class="s2">&quot;white&quot;</span><span class="p">)</span>
<span class="kn">import</span> <span class="nn">image_analysis</span> <span class="k">as</span> <span class="nn">anl</span> <span class="c1">#function file for all sorts of image analysis</span>
<span class="c1">#from https://github.com/shivChitinous/image-annals</span>
<span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s2">&quot;animation.html&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="s2">&quot;jshtml&quot;</span>
<span class="kn">from</span> <span class="nn">celluloid</span> <span class="kn">import</span> <span class="n">Camera</span> <span class="c1">#for creating a gif of diffusing particles</span>
<span class="kn">import</span> <span class="nn">multipletau</span> <span class="k">as</span> <span class="nn">mt</span> <span class="c1">#for calculating the autocorrelation function</span>
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<h3 id="1.-Random-Walks">1. Random Walks<a class="anchor-link" href="#1.-Random-Walks">&#182;</a></h3><p>To understand FCS, we can simulate the movement of fluorescent particles as a gaussian random walk in 2D. To do this we'll create a $5 \mu \text{m}$ x $5 \mu \text{m}$ grid on which $N$ particles diffuse with a diffusion coefficient $D_f$. We assume periodic boundary conditions.</p>
<h3 id="2.-Autocorrelation">2. Autocorrelation<a class="anchor-link" href="#2.-Autocorrelation">&#182;</a></h3><p>Given information about the position of the molecules at every time point, we can simulate fluorescence confocal images for a small region on the grid. The values of each pixel in this field of view (FOV) will constitute a fluorescence signal that can be used to derive the autocorrelation function $G$. We can then ask how $G$ varies with $N$ or $D_f$.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">## HIDDEN</span>
<span class="n">figfile</span> <span class="o">=</span> <span class="s2">&quot;fcs_figs/&quot;</span>
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<h2 id="Simulating-Random-Walks">Simulating Random Walks<a class="anchor-link" href="#Simulating-Random-Walks">&#182;</a></h2><p>First we need to define a function <code>diffuse</code> that gives us a simulated video of the FOV over a certain number of frames. To generate artificial images we will use standard optical parameters.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">diffuse</span><span class="p">(</span><span class="n">N</span><span class="p">,</span><span class="n">Df</span><span class="p">,</span><span class="n">T</span><span class="p">,</span>
            <span class="n">B</span><span class="o">=</span><span class="mi">5</span><span class="p">,</span> <span class="c1">#box size in um</span>
            <span class="n">scale_true</span><span class="o">=</span><span class="mi">5</span><span class="p">,</span> <span class="c1">#in nm/pixel (size of the protein is 5nm = 1pix)</span>
            <span class="n">lam</span><span class="o">=</span><span class="mi">500</span><span class="p">,</span> <span class="c1">#in nm - wavelength of light</span>
            <span class="n">ccd_scale</span><span class="o">=</span><span class="mi">100</span><span class="p">,</span> <span class="c1">#in nm/pixel</span>
            <span class="n">fr</span><span class="o">=</span><span class="mi">10000</span><span class="p">,</span> <span class="c1">#frame rate in frames per second</span>
            <span class="n">SNr</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span> <span class="c1">#signal to noise</span>
            <span class="n">bkg</span><span class="o">=</span><span class="mi">10</span> <span class="c1">#background noise</span>
           <span class="p">):</span>

    <span class="c1">#calibrating SI to pixels and frames:</span>
    <span class="n">T</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">T</span><span class="o">*</span><span class="n">fr</span><span class="p">)</span> <span class="c1">#T is now number of frames</span>
    <span class="n">B</span> <span class="o">=</span> <span class="n">B</span><span class="o">*</span><span class="mf">1e3</span><span class="o">/</span><span class="p">(</span><span class="mi">2</span><span class="o">*</span><span class="n">scale_true</span><span class="p">)</span> <span class="c1">#B is now box half width in number of pixels</span>
    <span class="n">Df</span> <span class="o">=</span> <span class="n">Df</span><span class="o">*</span><span class="p">((</span><span class="mf">1e3</span><span class="o">/</span><span class="n">scale_true</span><span class="p">)</span><span class="o">**</span><span class="mi">2</span><span class="p">)</span><span class="o">/</span><span class="n">fr</span> <span class="c1">#Df is now in pixel^2 per frame</span>

    <span class="n">x</span> <span class="o">=</span> <span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">rand</span><span class="p">(</span><span class="n">N</span><span class="p">,</span><span class="n">T</span><span class="p">)</span><span class="o">-</span><span class="mf">0.5</span><span class="p">)</span><span class="o">*</span><span class="mi">2</span><span class="o">*</span><span class="n">B</span> <span class="c1">#uniformly distribute the particles at t=0</span>
    <span class="n">y</span> <span class="o">=</span> <span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">rand</span><span class="p">(</span><span class="n">N</span><span class="p">,</span><span class="n">T</span><span class="p">)</span><span class="o">-</span><span class="mf">0.5</span><span class="p">)</span><span class="o">*</span><span class="mi">2</span><span class="o">*</span><span class="n">B</span>
    <span class="n">vid</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">([</span><span class="mi">10</span><span class="p">,</span><span class="mi">10</span><span class="p">,</span><span class="n">T</span><span class="p">])</span>

    <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">T</span><span class="p">):</span>
        <span class="n">x</span><span class="p">[:,</span><span class="n">i</span><span class="p">]</span> <span class="o">=</span> <span class="n">x</span><span class="p">[:,</span><span class="n">i</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">+</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">normal</span><span class="p">(</span><span class="n">loc</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">scale</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="mi">2</span><span class="o">*</span><span class="n">Df</span><span class="p">),</span> <span class="n">size</span><span class="o">=</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span><span class="n">N</span><span class="p">)))</span> <span class="c1">#random walk</span>
        <span class="n">y</span><span class="p">[:,</span><span class="n">i</span><span class="p">]</span> <span class="o">=</span> <span class="n">y</span><span class="p">[:,</span><span class="n">i</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">+</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">normal</span><span class="p">(</span><span class="n">loc</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">scale</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="mi">2</span><span class="o">*</span><span class="n">Df</span><span class="p">),</span> <span class="n">size</span><span class="o">=</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span><span class="n">N</span><span class="p">)))</span>
        <span class="n">x</span><span class="p">[</span><span class="n">x</span><span class="o">&gt;</span><span class="n">B</span><span class="p">]</span> <span class="o">=</span> <span class="n">x</span><span class="p">[</span><span class="n">x</span><span class="o">&gt;</span><span class="n">B</span><span class="p">]</span><span class="o">-</span><span class="mi">2</span><span class="o">*</span><span class="n">B</span><span class="p">;</span> <span class="n">x</span><span class="p">[</span><span class="n">x</span><span class="o">&lt;-</span><span class="n">B</span><span class="p">]</span> <span class="o">=</span> <span class="n">x</span><span class="p">[</span><span class="n">x</span><span class="o">&lt;-</span><span class="n">B</span><span class="p">]</span><span class="o">+</span><span class="mi">2</span><span class="o">*</span><span class="n">B</span> <span class="c1">#periodic boundaries</span>
        <span class="n">y</span><span class="p">[</span><span class="n">y</span><span class="o">&gt;</span><span class="n">B</span><span class="p">]</span> <span class="o">=</span> <span class="n">y</span><span class="p">[</span><span class="n">y</span><span class="o">&gt;</span><span class="n">B</span><span class="p">]</span><span class="o">-</span><span class="mi">2</span><span class="o">*</span><span class="n">B</span><span class="p">;</span> <span class="n">y</span><span class="p">[</span><span class="n">y</span><span class="o">&lt;-</span><span class="n">B</span><span class="p">]</span> <span class="o">=</span> <span class="n">y</span><span class="p">[</span><span class="n">y</span><span class="o">&lt;-</span><span class="n">B</span><span class="p">]</span><span class="o">+</span><span class="mi">2</span><span class="o">*</span><span class="n">B</span>

        <span class="c1">#creating a blank frame</span>
        <span class="n">pic</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">([</span><span class="mi">201</span><span class="p">,</span><span class="mi">201</span><span class="p">])</span>

        <span class="c1">#getting all particles within the FOV at time t</span>
        <span class="n">condition</span> <span class="o">=</span> <span class="o">~</span><span class="p">(((</span><span class="n">x</span><span class="p">[:,</span><span class="n">i</span><span class="p">]</span><span class="o">&gt;</span><span class="mi">200</span><span class="p">)</span> <span class="o">|</span> <span class="p">(</span><span class="n">x</span><span class="p">[:,</span><span class="n">i</span><span class="p">]</span><span class="o">&lt;</span><span class="mi">0</span><span class="p">))</span><span class="o">|</span><span class="p">((</span><span class="n">y</span><span class="p">[:,</span><span class="n">i</span><span class="p">]</span><span class="o">&gt;</span><span class="mi">200</span><span class="p">)</span> <span class="o">|</span> <span class="p">(</span><span class="n">y</span><span class="p">[:,</span><span class="n">i</span><span class="p">]</span><span class="o">&lt;</span><span class="mi">0</span><span class="p">)))</span>
        <span class="n">xp</span> <span class="o">=</span> <span class="n">x</span><span class="p">[:,</span><span class="n">i</span><span class="p">][</span><span class="n">condition</span><span class="p">];</span> <span class="n">yp</span> <span class="o">=</span> <span class="n">y</span><span class="p">[:,</span><span class="n">i</span><span class="p">][</span><span class="n">condition</span><span class="p">]</span>

        <span class="c1">#getting all the pixel values of the &#39;true image&#39;</span>
        <span class="n">pix</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">vstack</span><span class="p">([</span><span class="n">np</span><span class="o">.</span><span class="n">round</span><span class="p">(</span><span class="n">xp</span><span class="p">)</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="s1">&#39;int&#39;</span><span class="p">),</span><span class="n">np</span><span class="o">.</span><span class="n">round</span><span class="p">(</span><span class="n">yp</span><span class="p">)</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="s1">&#39;int&#39;</span><span class="p">)])</span><span class="o">.</span><span class="n">T</span>
        <span class="n">loc</span><span class="p">,</span><span class="n">counts</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">unique</span><span class="p">(</span><span class="n">pix</span><span class="p">,</span><span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span><span class="n">return_counts</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>

        <span class="c1">#setting the right pixel values to bright</span>
        <span class="n">pic</span><span class="p">[</span><span class="n">loc</span><span class="p">[:,</span><span class="mi">0</span><span class="p">],</span><span class="n">loc</span><span class="p">[:,</span><span class="mi">1</span><span class="p">]]</span> <span class="o">=</span> <span class="n">counts</span>

        <span class="c1">#capture frame</span>
        <span class="n">vid</span><span class="p">[:,:,</span><span class="n">i</span><span class="p">]</span> <span class="o">=</span> <span class="n">anl</span><span class="o">.</span><span class="n">simulator</span><span class="p">(</span><span class="n">pic</span><span class="p">,</span><span class="n">scale_true</span><span class="p">,</span><span class="n">lam</span><span class="p">,</span><span class="n">ccd_scale</span><span class="p">,</span><span class="n">SNr</span><span class="p">,</span><span class="n">bkg</span><span class="p">)</span>
    <span class="k">return</span> <span class="n">vid</span>
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<p>To simulate randomly walking molecules we need to know the number of diffusing particles $(N)$, the time for which you want to record the video $(T)$ and the diffusion constant of the particles ($D_f$).</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">N</span> <span class="o">=</span> <span class="mi">100</span> <span class="c1">#number of particles</span>
<span class="n">Df</span> <span class="o">=</span> <span class="mi">10</span> <span class="c1">#in micrometer^2/s</span>
<span class="n">T</span> <span class="o">=</span> <span class="mf">0.01</span> <span class="c1">#in seconds</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">vid</span> <span class="o">=</span> <span class="n">diffuse</span><span class="p">(</span><span class="n">N</span><span class="p">,</span><span class="n">Df</span><span class="p">,</span><span class="n">T</span><span class="p">)</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">## HIDDEN</span>
<span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span> <span class="o">=</span> <span class="p">(</span><span class="mf">4.5</span><span class="p">,</span><span class="mf">4.5</span><span class="p">))</span>
<span class="n">camera</span> <span class="o">=</span> <span class="n">Camera</span><span class="p">(</span><span class="n">fig</span><span class="p">)</span>
<span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">shape</span><span class="p">(</span><span class="n">vid</span><span class="p">)[</span><span class="mi">2</span><span class="p">]):</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">imshow</span><span class="p">(</span><span class="n">vid</span><span class="p">[:,:,</span><span class="n">i</span><span class="p">],</span><span class="n">cmap</span> <span class="o">=</span> <span class="s1">&#39;gray&#39;</span><span class="p">,</span><span class="n">vmin</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span><span class="n">vmax</span><span class="o">=</span><span class="mi">256</span><span class="p">)</span>
    <span class="n">camera</span><span class="o">.</span><span class="n">snap</span><span class="p">()</span>
<span class="n">plt</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">## HIDDEN</span>
<span class="n">animation</span> <span class="o">=</span> <span class="n">camera</span><span class="o">.</span><span class="n">animate</span><span class="p">()</span>
<span class="n">animation</span><span class="o">.</span><span class="n">save</span><span class="p">(</span><span class="n">figfile</span><span class="o">+</span><span class="s2">&quot;single_particle_diffusion.gif&quot;</span><span class="p">,</span><span class="n">writer</span> <span class="o">=</span> <span class="s1">&#39;imagemagick&#39;</span><span class="p">,</span><span class="n">fps</span> <span class="o">=</span> <span class="mi">10</span><span class="p">,</span><span class="n">dpi</span><span class="o">=</span><span class="mi">300</span><span class="p">)</span>
<span class="n">animation</span>
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    var button_group = document[this.loop_select_id].state;
    for (var i = 0; i < button_group.length; i++) {
        var button = button_group[i];
        if (button.checked) {
            return button.value;
        }
    }
    return undefined;
  }

  Animation.prototype.set_frame = function(frame){
    this.current_frame = frame;
    document.getElementById(this.img_id).src =
            this.frames[this.current_frame].src;
    document.getElementById(this.slider_id).value = this.current_frame;
  }

  Animation.prototype.next_frame = function()
  {
    this.set_frame(Math.min(this.frames.length - 1, this.current_frame + 1));
  }

  Animation.prototype.previous_frame = function()
  {
    this.set_frame(Math.max(0, this.current_frame - 1));
  }

  Animation.prototype.first_frame = function()
  {
    this.set_frame(0);
  }

  Animation.prototype.last_frame = function()
  {
    this.set_frame(this.frames.length - 1);
  }

  Animation.prototype.slower = function()
  {
    this.interval /= 0.7;
    if(this.direction > 0){this.play_animation();}
    else if(this.direction < 0){this.reverse_animation();}
  }

  Animation.prototype.faster = function()
  {
    this.interval *= 0.7;
    if(this.direction > 0){this.play_animation();}
    else if(this.direction < 0){this.reverse_animation();}
  }

  Animation.prototype.anim_step_forward = function()
  {
    this.current_frame += 1;
    if(this.current_frame < this.frames.length){
      this.set_frame(this.current_frame);
    }else{
      var loop_state = this.get_loop_state();
      if(loop_state == "loop"){
        this.first_frame();
      }else if(loop_state == "reflect"){
        this.last_frame();
        this.reverse_animation();
      }else{
        this.pause_animation();
        this.last_frame();
      }
    }
  }

  Animation.prototype.anim_step_reverse = function()
  {
    this.current_frame -= 1;
    if(this.current_frame >= 0){
      this.set_frame(this.current_frame);
    }else{
      var loop_state = this.get_loop_state();
      if(loop_state == "loop"){
        this.last_frame();
      }else if(loop_state == "reflect"){
        this.first_frame();
        this.play_animation();
      }else{
        this.pause_animation();
        this.first_frame();
      }
    }
  }

  Animation.prototype.pause_animation = function()
  {
    this.direction = 0;
    if (this.timer){
      clearInterval(this.timer);
      this.timer = null;
    }
  }

  Animation.prototype.play_animation = function()
  {
    this.pause_animation();
    this.direction = 1;
    var t = this;
    if (!this.timer) this.timer = setInterval(function() {
        t.anim_step_forward();
    }, this.interval);
  }

  Animation.prototype.reverse_animation = function()
  {
    this.pause_animation();
    this.direction = -1;
    var t = this;
    if (!this.timer) this.timer = setInterval(function() {
        t.anim_step_reverse();
    }, this.interval);
  }
</script>

<style>
.animation {
    display: inline-block;
    text-align: center;
}
input[type=range].anim-slider {
    width: 374px;
    margin-left: auto;
    margin-right: auto;
}
.anim-buttons {
    margin: 8px 0px;
}
.anim-buttons button {
    padding: 0;
    width: 36px;
}
.anim-state label {
    margin-right: 8px;
}
.anim-state input {
    margin: 0;
    vertical-align: middle;
}
</style>

<div class="animation">
  <img id="_anim_img5178dc907d734a47afc6f7ea54858fe5">
  <div class="anim-controls">
    <input id="_anim_slider5178dc907d734a47afc6f7ea54858fe5" type="range" class="anim-slider"
           name="points" min="0" max="1" step="1" value="0"
           oninput="anim5178dc907d734a47afc6f7ea54858fe5.set_frame(parseInt(this.value));"></input>
    <div class="anim-buttons">
      <button onclick="anim5178dc907d734a47afc6f7ea54858fe5.slower()"><i class="fa fa-minus"></i></button>
      <button onclick="anim5178dc907d734a47afc6f7ea54858fe5.first_frame()"><i class="fa fa-fast-backward">
          </i></button>
      <button onclick="anim5178dc907d734a47afc6f7ea54858fe5.previous_frame()">
          <i class="fa fa-step-backward"></i></button>
      <button onclick="anim5178dc907d734a47afc6f7ea54858fe5.reverse_animation()">
          <i class="fa fa-play fa-flip-horizontal"></i></button>
      <button onclick="anim5178dc907d734a47afc6f7ea54858fe5.pause_animation()"><i class="fa fa-pause">
          </i></button>
      <button onclick="anim5178dc907d734a47afc6f7ea54858fe5.play_animation()"><i class="fa fa-play"></i>
          </button>
      <button onclick="anim5178dc907d734a47afc6f7ea54858fe5.next_frame()"><i class="fa fa-step-forward">
          </i></button>
      <button onclick="anim5178dc907d734a47afc6f7ea54858fe5.last_frame()"><i class="fa fa-fast-forward">
          </i></button>
      <button onclick="anim5178dc907d734a47afc6f7ea54858fe5.faster()"><i class="fa fa-plus"></i></button>
    </div>
    <form action="#n" name="_anim_loop_select5178dc907d734a47afc6f7ea54858fe5" class="anim-state">
      <input type="radio" name="state" value="once" id="_anim_radio1_5178dc907d734a47afc6f7ea54858fe5"
             >
      <label for="_anim_radio1_5178dc907d734a47afc6f7ea54858fe5">Once</label>
      <input type="radio" name="state" value="loop" id="_anim_radio2_5178dc907d734a47afc6f7ea54858fe5"
             checked>
      <label for="_anim_radio2_5178dc907d734a47afc6f7ea54858fe5">Loop</label>
      <input type="radio" name="state" value="reflect" id="_anim_radio3_5178dc907d734a47afc6f7ea54858fe5"
             >
      <label for="_anim_radio3_5178dc907d734a47afc6f7ea54858fe5">Reflect</label>
    </form>
  </div>
</div>


<script language="javascript">
  /* Instantiate the Animation class. */
  /* The IDs given should match those used in the template above. */
  (function() {
    var img_id = "_anim_img5178dc907d734a47afc6f7ea54858fe5";
    var slider_id = "_anim_slider5178dc907d734a47afc6f7ea54858fe5";
    var loop_select_id = "_anim_loop_select5178dc907d734a47afc6f7ea54858fe5";
    var frames = new Array(100);

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"
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<h2 id="Deriving-the-Autocorrelation-Function">Deriving the Autocorrelation Function<a class="anchor-link" href="#Deriving-the-Autocorrelation-Function">&#182;</a></h2>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">N</span> <span class="o">=</span> <span class="mi">100</span> <span class="c1">#number of particles</span>
<span class="n">Df</span> <span class="o">=</span> <span class="mi">10</span> <span class="c1">##in micrometer^2/s</span>
<span class="n">T</span> <span class="o">=</span> <span class="mf">0.5</span> <span class="c1">#in sec</span>
<span class="n">fr</span> <span class="o">=</span> <span class="mi">10000</span> <span class="c1">#frame rate in frames/sec</span>
<span class="n">vid</span> <span class="o">=</span> <span class="n">diffuse</span><span class="p">(</span><span class="n">N</span><span class="p">,</span><span class="n">Df</span><span class="p">,</span><span class="n">T</span><span class="p">,</span><span class="n">fr</span><span class="o">=</span><span class="n">fr</span><span class="p">)</span>
</pre></div>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">pix</span> <span class="o">=</span> <span class="n">vid</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">size</span><span class="p">(</span><span class="n">vid</span><span class="p">[:,:,</span><span class="mi">0</span><span class="p">]),</span><span class="n">np</span><span class="o">.</span><span class="n">shape</span><span class="p">(</span><span class="n">vid</span><span class="p">)[</span><span class="mi">2</span><span class="p">])</span>
</pre></div>

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<p>Let's plot the values of a single pixel.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">time</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="n">T</span><span class="p">,</span><span class="mi">1</span><span class="o">/</span><span class="n">fr</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">time</span><span class="p">,</span><span class="n">pix</span><span class="p">[</span><span class="mi">99</span><span class="p">])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s2">&quot;pixel value&quot;</span><span class="p">,</span><span class="n">fontsize</span><span class="o">=</span><span class="mi">12</span><span class="p">);</span> <span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;$t\ (sec)$&quot;</span><span class="p">);</span>
</pre></div>

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<img 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<p>We can derive the autocorrelation function $G(\tau)$ for every pixel in the FOV.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">G</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">size</span><span class="p">(</span><span class="n">vid</span><span class="p">[:,:,</span><span class="mi">0</span><span class="p">]),</span><span class="n">dtype</span><span class="o">=</span><span class="s1">&#39;object&#39;</span><span class="p">)</span>
<span class="k">for</span> <span class="n">p</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">size</span><span class="p">(</span><span class="n">vid</span><span class="p">[:,:,</span><span class="mi">0</span><span class="p">])):</span>
    <span class="n">G</span><span class="p">[</span><span class="n">p</span><span class="p">]</span> <span class="o">=</span> <span class="n">mt</span><span class="o">.</span><span class="n">autocorrelate</span><span class="p">(</span><span class="n">pix</span><span class="p">[</span><span class="n">p</span><span class="p">],</span><span class="n">m</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span><span class="n">normalize</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
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<p>Let's plot the mean $G(\tau)$ for the FOV.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">## HIDDEN</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xscale</span><span class="p">(</span><span class="s1">&#39;log&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">G</span><span class="p">)[:,</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="n">fr</span><span class="p">,</span><span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">G</span><span class="p">)[:,</span><span class="mi">1</span><span class="p">],</span><span class="s1">&#39;.-&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">fill_between</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">G</span><span class="p">)[:,</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="n">fr</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">G</span><span class="p">)[:,</span><span class="mi">1</span><span class="p">]</span><span class="o">-</span><span class="n">np</span><span class="o">.</span><span class="n">std</span><span class="p">(</span><span class="n">G</span><span class="p">)[:,</span><span class="mi">1</span><span class="p">],</span> <span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">G</span><span class="p">)[:,</span><span class="mi">1</span><span class="p">]</span><span class="o">+</span><span class="n">np</span><span class="o">.</span><span class="n">std</span><span class="p">(</span><span class="n">G</span><span class="p">)[:,</span><span class="mi">1</span><span class="p">],</span> <span class="n">alpha</span><span class="o">=.</span><span class="mi">2</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="sa">r</span><span class="s1">&#39;$\tau \ (sec) $&#39;</span><span class="p">);</span> <span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="sa">r</span><span class="s1">&#39;$G(\tau)$&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="n">figfile</span><span class="o">+</span><span class="s2">&quot;sample_G_tau.png&quot;</span><span class="p">,</span><span class="n">dpi</span><span class="o">=</span><span class="mi">300</span><span class="p">);</span>
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YU89thj1NfXU1hYeIze4vHNbtMpaymJXduc6DSxbNM1fnjuSeR7nSxavYumWJJ///oYnPb2nToF1DanAmFIngSCEOLIHDYMnnzySRyOzitW8vPzmTFjBjNmzCCZ7HoSc82aNUybNg2ASZMmUVlZmb7vk08+YfTo0dx7773s2rWLOXPmDJggaJWaWPbgtNvY1xjD6HDEpqZpfPfLI8jzOPjzu9v51UuV3HHxWHyu9n99CjgYSqBQDM3zSCAIIbrtsHMGrUEwd+7cwz4mm1AohN/vT9+22WwYRmpjVX19PatWreKWW27hscce47//+7/ZsWNHtxrf3xxuYvnS04Zxy9dPYeO+Zn7x/Hrqwp0nlhVQF0pS3RDF6tjNEEKILLo9gRyPd16xsnr16m491+/3Ew6H07cty8JuT32rzc/PZ8KECZSUlODz+TjzzDPZuHFjd5vV73Q1sQxw9ugS5l08lr2NUW59bh17GztPHLeeiyCBIITorm6HwY4dO/jhD3/Igw8+yCuvvMIHH3zAbbfd1q3nTp48mRUrVgBQUVHB6NGj0/eNGzeOLVu2UFdXh2EYrF27lpNOOukI30b/0jqxHPRkHsWbPKKAu2dOIJww+Pmz69iWpeppQyTJ7oYIpgSCEOIwur0DuaysjBtuuIHPPvuMyspKDhw4wE033dSt506fPp3333+fuXPnopRi/vz5PPnkk5SXl3P++edz8803c/311wNw4YUXtguLgcpu0xle4KVai9KQYWPZKUMC3Hv5ROa9uIGfP7uOc04pYfqpg9vtVIZUPSOlIpTme+QoTSFEVprqZl3kyy67jOeff76n29Mts2fPZsmSJb3djJywLMXexij14fZLT1t9sP0g81/diALsusZvL5vQKRAAAm4bZQVeCQQhBrCurp3dvjIsXLjwmDVIdJ+uawzL91Dkd2YscrerLpI+RMewFK9/ui/j6zTHTHZLCWwhRBaHDYPWjkPb1UDZHiN6hqZpDM33UBJ0djo9bUJpHnabjq6BBryzuYZPdtZnfB0JBCFENocNg2uuuYaFCxeyZ8+edj9PJBKsXLmSW2+99bgZPurvBgc9DAq4aLsBeczQIPfMHM93p4xg3iVjKSvwcPcrGyUQhBBH5LATyI8//jjPPvssP/vZz9i9ezfBYJBYLIZSiqlTp3LttdcyduzYXLRVAIOCbmy6xr7GWHq3cmvpCkidnnbHC+u5+5WN3HnJWCYNz+/0Gq2BIHMIQohWhw2DaDTKBRdcwHe+8x2SyST19fW43W6Cwc6TlCI3ivwuNE1jb0O0U/mKPI+Du2dN4I4X1vOblz+VQBBCdMthrwL33nsvL7zwApDaafzjH/+YO++8kz//+c/s37+/xxsoMiv0OSkr8GLLUHKiNRCG5bv5zcufUrGrIeNryJCREKLVYcNgw4YN/Ou//mv6djgc5oorrqC+vp4//elPPdo40bU8r4OywswH5XQMhKVr92Q8RlMCQQgB3QgDp9PZruDZlClTmDZtGj//+c/bFZwTvSPocVCW5eS01kAo9KYK3C38oIrbX6zMGAjVDVHZqSzEAHbYMHC5XFRXV6dv33HHHUBquWNrsTnRuwJuB8O76CF87ZQSoOtjNJuiBrvrpXSFEAPVYcPg+9//Pj/84Q/Ztm1bu58fOHBAwuA44ndl7yH8y4jCdsdo5nkzV5ltihpUN0SkuJ0QA9BhVxNNmzaNUCjEtddey5gxYzj55JMBePPNN/npT3/a4w0U3RdwOyjNh911Ucw2GwFbj9FcteMgb22q4Yn3d3BSiZ8TSzpvJGyMGGhEKc33oOtyHoIQA0W31hRedNFF/P3vf+eKK67A5/NRWFjII488wiWXXNLT7RNHKOhxUFrgoeN1fMzQINeeNZL7rpiIx2HnzhcrqToYzvgaDZEkexqjsrNciAGk21VLPR4PF154YU+2RRwjeV4HCg/V9Z33IQwOurln1nh+sWQ9d75YyYLZExmW7+n0Gg3hJLqGnJgmxAAhu436qXyvk6H5nXsIAMPyPfxm1nhMS3H7C+vZ1xTr9JjWE9P2Sg9BiAFBwqAfK/Q5GZrnzhgI5YVe7p41nljS4ufPruWpf+7otORUAkGIgUPCoJ8r9LsYHHR3qnYKMLLYz/+eegL1kSTPfVzN7S903oMggSDEwCBhMAAUB1wMCrgyBkJjJJk+JyFhWnxUVdfpMRIIQvR/EgYDxKCgm5JA5wNyJpTm4bDr6Z+/v+0g4Xjn/SMSCEL0bxIGA8iggLvTiWmt5yFc/eUR/O+pJ7CvMcZ/vPwpsaTZ6fmtgbA/w4SzEKJv6/bSUtH3aZrGkDw3plLUh5Ppn7c9D2FQwM39b2zinlc3cufFY3Ha239fUEBtcwJNSx22I4ToHyQMBhhN0xiW58G0FE3RzsNBXz2pmIRxMg8u+4w7XljP5BEFTCrLT4cFpAKhpjmBhsagoDuHrRdC9BQZJhqAdF2jrMBLwG3LeP95YwYz+/RSNu5r5i+rdmasdKoU1DTHORiK56LJQogeJmEwQNl0jdICLz5X5kDwu+yHVhkZFmt3d650ainY1xijLiyBIERfJ2EwgDlsOqUFHjzOzv8MOq4y+nRvY8by1paCvQ0x6iOJHm6tEKIn5SQMLMti3rx5XHXVVVx99dVUVVVlfMz111/PX//611w0SbRw2W0ML/DicrT/p9B2ldGMsYP5eGcDv1/+GVaGZaWWgj31URokEITos3Iygbxs2TISiQSLFi2ioqKCBQsW8Oijj7Z7zEMPPURTU1OWVxA9yeWwMbzAw866CAmjfenr1onjAp+TZz7aRXPMYPTgABNL89pNKlsKquuj6GgEs5yXIIQ4fuUkDNasWcO0adMAmDRpUqfjMl9//XU0TUs/RuSex2lneKGXnQcjJM3O3/6//aVyDjTFeGtzDat21OG069wzc3ynQNjdEKVMS5XSFkL0HTkZJgqFQvj9hw5Ssdls6VPStmzZwssvv8y//du/5aIpogtep52yLMdnalpqwrlVwrBYl+H4TNNSVDdEaYwkO90nhDh+5aRn4Pf7CYcPHaRiWRZ2e+pXv/DCC+zfv59rr72W6upqHA4HpaWlfO1rX8tF00QHfpeDsvzUN3yjQw9hYmkeTrtOwrAA2LK/GUsp9A5FjwxTpc5TVh4Kfc6ctV0IcfRyEgaTJ09m+fLlfOMb36CiooLRo0en7/v5z3+e/vPDDz9McXGxBEEvC3gcDFOwuz7S7nCc1knlddWNVNdHeGtzDb9fvpWbzj2pUyCkVhml6hgV+V05fgdCiCOVkzCYPn0677//PnPnzkUpxfz583nyyScpLy/n/PPPz0UTxBHK8zqw8LCnw2lprZPKSikGBd0889Eu6sMJxgwJclpZ50nlvY0xTEvJTmUhjnOa6oMlKGfPns2SJUt6uxkDQl0ozt7GWKfjM1v9f//4jL9v3A+QcVIZQAOKA86WcxXkCE0hektX107ZdCa6VOh3MSTLaWkAQ/MOfePPNqncWtxub2MUK1uqCCF6lYSBOKwiv4tBwcyH40xomVRuvWvLvqaMG9MUcDCUpLohgmFaPdpeIcSRk6qloltKAm4sBTVNcdpe6jNNKv/2tY2cPKjzxjSAhohB0oxQmu/B5chcF0kIkXsSBqLbBgfdKKWobU50CoTWSWVLwdtbavhge+aNaQDhuMmO2jClBR4CbtmcJsTxQIaJxBEZkuehOODMOGSkaRrDC9tvTFuzsz7j6yRNxc6DESmBLcRxQsJAHLEheR4GB10ZJ5UndphDeHvzAWqzXPBbl57uaYjIxLIQvUzCQByVkoCbofmdVxm1rXZ6/VdH0hg1uOVva9lRG874OkqlJpZ31oXTO5uFELknYSCOWqHPRVmBF1uHRBgzNMicM4czc1Ip914+EYBbn1vHJ1mGjACaYya76sPEk2aPtlkIkZmEgfhC8rwOhhdkLm4HMLLYxwNzTmNw0MV/vPwpC1d+zt9W7+p0jCZAJG6xsy5CNNH5bGYhRM+SMBBfWMDjoCw/eyAU+13ce/lETiz2sXjNbp7+oCrjucoAsaRF1cEI4bhUPRUilyQMxDER8Dgo66KH4HXamTKyMH07YVh8+HldxscmTcXOuijNUQkEIXJFwkAcMwF314FwWll+u5VGb2zYl7F3AKky2LvqorL0VIgckTAQx1TA7WB4oQdHhkBou9LoJ+efjNdp57bn17N07R4y1Us0lWJvQ4zd9VLCQoieJjuQxTHndzkYWayzuyFCJN7+It72XOUpJxbx4N+38Od3t/PhjjpOHRpkcnl+ux3LCqgPJ4klTYble/A65Z+sED1BegaiR7gcNkYU+sj32slWtNrvsnP7xady4bghVOxu4K8f7eT2F9ZnHDqKJlITy3XheMZehBDii5EwED3GbtMpK/BSkmW3MoCuaQwKuNKBkTAVb2+pyfhYw1TsqY+xsy4i+xGEOMYkDESP0jSNwUE3ZQXerBPLE0rzcNj1dGC88ek+/rmtNuNjFdAUNdheG+ZgSHoJQhwrMgArciLP68Bh19jTECWa6DyPcM/M8ayvbmREsZfFH+3mt69t4qLxQyj2uzKWwjbM1ORyUyzJoIALn0uqnwrxRUgYiJzxOu2UF/rY1xSlKWJkLIMNqSWod7/8Ka9V7gPAadO5Z1bnUtgKCMVMIvEIhT4nRX4XTrt0doU4GvI/R+SU064zvMDLkDw3tiznIbvsNiaU5advJ0yL1z/dl/U1LQW1oQTba0LUydCREEdFegYi5zRNozjgwuPU2dsY6zRsBIdKYSdbKpn+Y+MBnDadqaOK2bK/mQkZho6SpmJPQ4yGaJJBQRd+GToSotskDESv8bkcjCiysa8xRmMkmfE4zfXVjYwZEuTDz+t4oaKa1yr3oQGOLKeoKVInqVXVRijwOSgJuHHYpAMsxOFIGIhe5bDpDC/04nPG2dcUx2xzyE3beYQJZXlEkwZvbNiPApKGxdrdDZ3CoJXVck5CKG4yJOgm6JFeghBdka9M4rhQ6HcxosiD25H9n+QFYwbjbPmWr4B3ttTw7mc1WUtiA8STFrvqIuxtiEpJCyG6kJOegWVZ3HXXXWzevBmn08ndd9/NiBEj0vc/9dRTvPLKKwCcffbZ3HTTTbloljjOtA4b7W2M0hxtv9oIWoaOZqWGjpSCZz/ezX1vbO5y2AgOTTCHEwZD8twylyBEBjnpGSxbtoxEIsGiRYu4+eabWbBgQfq+Xbt28dJLL/HMM8+wePFi3nvvPTZt2pSLZonjkNOuU16Yfddy6ylqV/7LcC6eMARI9RIShsU/Nh3o8rWjCYuq2gj7GqPthqOEEDkKgzVr1jBt2jQAJk2aRGVlZfq+IUOG8Pjjj2Oz2dA0DcMwcLlcuWiWOE617loeXuDNWP201ZSRRe1KYr++YR//9x9baOziHARLQU1zahlqk5yXIERaToaJQqEQfr8/fdtms2EYBna7HYfDQWFhIUop7rvvPsaOHcvIkSNz0SxxnAt6HXhcNmqb49SFE3T8Mt92xdHowQE+2dXACxXVfLC9jmu/cgLlRR42VDdlXIYaa5lLyPM6KAm4cNltOXxnQhx/chIGfr+fcDicvm1ZFnb7oV8dj8f55S9/ic/n41e/+lUumiT6CIdNZ2i+h6DXwYGmGOGYmX3n8vB8zhsziD++s41H3t6a7jFkm0+wVKo8dihmMCjoosDrRMuyEU6I/i4nw0STJ09mxYoVAFRUVDB69Oj0fUopfvCDH3DKKafw61//GptNvqGJznxOOycU+RiW785a8A6gvNDLPbPG89WTilGQXoa6vrox63OSLdVQPz8YJiRnL4sBKic9g+nTp/P+++8zd+5clFLMnz+fJ598kvLycizL4sMPPySRSPDuu+8C8LOf/YzTTz89F00TfYimaRT6XbidtowF79o+buZpw/hwx0ESpkIB2w6ESJpW1g1obesc5XkdlPhduBzyxUQMHJrqg4VcZs+ezZIlS3q7GaIXGabF3gw7l9vatLeJtbsb2FkXYcVntZwyOMCtF46hJHD4BQp2m0aRz0mhz4lddjCLfqKra6fsQBZ9kr3NzuX9zXEMs3MktJ1POGtULf/3H5/xb4s+4aozh5MwrIwTy60MU7G/KU59JMGgoJt8j0PmE0S/JmEg+nXmou0AABfYSURBVLRCvwufy87+5hhNUYNs/dypJxVzQpGPu16q5PH3dgDZS2O3lTAU1XVRGtwJin2p36VnO7ZNiD5M+r+iz3M5bJQX+hhe4MXVRTmL0gIP5506OH07YVq8Wpm9NHar1vmEqroIW/Y3U10foTGaJCnlLUQ/Ij0D0W/keR34XDZqQ3EOhjrvSwA4fXg+z368O10ae/nmAyQMk3NPGcTOukiXQ0dKpVYe1YWT1IeT6LqGz6UTcDnwOu047br0GkSfJWEg+hW7TWdInoeAJ7UvIRQz293fdqPaqUODfLq3ib9+uJP3tx0Eujd0BKnegmkpmqImTVETXQNd03A5dFx2Haddx2mz4bRreJzy30wc/+RfqeiXfE47I1qO2KwLdT4rofViP740j+ZYkhcq9gCpoaNH3t7KheOGEE6YGc9fzsRSYCmFETcJx1MBpAGaBi6HTtDjwO+y45VgEMcp+Zcp+i1d1xiW78Vhi3GgKZ5x2Ahg6qhiXq3cly5xvachyh9XbAfArmvcPWs844blHfHvV6SGlqIJi2giTo0Wx+3UCbodFHhlyao4vkgYiH6v9bSzvY2xrEtQW4eOJpTm8cmuBv764U4UYFiK+a9u5KLxQ3DYbJxW1r2eQiaWgkjcIhKPUx9JMjjgJs8r5bTF8UHCQAwI+V4nDpvG7vooCaPrPQmQOivBMC10TcOuayxavRuAv36occPZJ/L1sUOwfYHJ4njSYld9hMaYncEBt+x2Fr1OwkAMGD6XgxOKdHY3RIjEsy8L7dhTWFfdyP/7oCo1aawUf3h7GwtXVnHGiAL+5YRCJpcXsLs+kn58d3sOSkFjxCAcDzM44KLQL6XbRe+RMBADisthY0Shr8vlp9C5p+Cw6ximhV3XmXNmGXsaoqypquftLTW07R84urkaqS3DVOxpjBE3LAYH3bI8VfQKCQMx4KSXn7rt7G+KE4mbWesbQeeeQuuF3rQUn+1v5ukPqtJVUROmxQNvbmb25DLOGlXEvsZYt3oMquVozoRpMSzfk7WgnhA9RcJADFipYSM7deEENaHM9Y1adewpANh0jTFDg1zz5RHc/mIlhmmhaRoKxaPvbOOP72xLrS9VXZ/R3FZT1CBphhmW75FlqCKn5F+bGNB0XaM44CLgttMcMwgnDKIJE9NSWYeQOurYczhlSICddRH+tGL7oR6DYfHfKz/npxeMpi6c6LK3EE1YfF4TId9np8gnpbRFbkgYCEFqLsHlsFGMC8tSRJMG4YRJfThB0lBdDiNB557DiCJfuseQNCw0DTbsaeL6p1d3q7dgKsXBUJKGiEGhz0GBzylHc4oeJWEgRAepmkMOfC4HxT4XzTGDhmicUMzsdm8BOvcYCv1OHlr2Wbvewmsb9qFQVGY5q9m0FDXNCeojSQpbzleQ+QTREyQMhOiCrmvkeR3keR1EEwaRhEkoniQct7CsI+8xXPPlEdz+QiVJ00IBb206wPJNB4CuewqGqTjQFKc+nKDQ78Rls+Gwa7jsti+030GIVhIGQnSTx2nH47RT5HeRNC0icZNIwqAplsQwuzfHMGZokHtmHSqUt3TtHv65PVUkL2FYLPlkN9+0Stm4N3NPIWkq9jfG03WPdE3Dbtdw23XcDhtuuw2P0yalLsQRkzAQ4ig4bDp5Xp08r4Mhyk0kYXAwnKA5ahw2FNr2Fuy6xuqd9emS2iu317Fyex0aXe9ZaK17ZCmFkVDEEhZgpAPC49TxOm14HHZ8Lvsx7z0kzVTPyFIKC7AshaalCgTKiXB9k4SBEF+Qph2aYwjHk9SGEoRihw8FaD+vML40yJuf7mfZxgMoDlVQve6rJzKxLA+9GxdZpVKTz6GYSShmopHAbtMIuO0EXA587qMLBqUUkaRJJG7QHDOIJS1Q0DpQpkjNizsdOoVeJ0GPo9/ObexrjBKKG3gcNtwOG067jt/V90NQwkCIY6g1FJpjSQ6G4oTiZtajOFu17SloaKz4rDZdQXV/U5w7X6xkUMDF18cOZkSRj12HOYSnLUX7A3nsNg2vy4bTljpzwaHr2Gxa+rGpPxy6wJsm3R4KU0AsYbEnEaOmOU6ex0Ghz5nTpbGWpUgYFvGWFVyp8yWO3e+vCyfSO9ejCQtIomngddoo8bsIePpu4UEJAyF6QMDtIOB20BRNcjCc2uV8pD2FCaV5nFjiZ+X2g7z56T7+36qd6cfpmsalE4cyoSyPQQEXDZEkWw+Euj6pjVQwNEaM9M9a5x4yPbb1D0ewgCotaSpqQwkaokmK/U6KfK5jXmYjYVgkTJNEMnXxjyZNEoaFaal0AOu6lgpApw2Pw5YOh6PptYTiSfY1xjr9PSoF4bhJNBEh6LFT4nfjdva9ZcASBkL0oKDHQdDjoDmapC7SveWpHVcgnT26hLNHl/DEe9t5vuUQHkspXly7hxfX7mn3XF2Da78ygksmluK062za29TlBrfWuYeeYpiKfY1xGqNJBgXcBL/gN+e4YdIUTdIQSZI0U3MWXbXftBSmpYgnLepbvsXrmtZy0e7+hr540qS6PorZxV+epaAhYtAcC1Pkd1Docx2zobKEYRFLmBjKotDXMwUNJQyEyIGAx0HA4yAUT3IwlCAcN7u8sGRy1qhiXmk5hMdu07n1wlPI9zh5sWIP735WgyJ1QXryn1U889FuThnsp3JPE5ZS2G3dK4dxtA4XOtGExa66CB6nDZ8rNbHtcXb/G3oonqQxkqQxahzx59ZW65xKfThJc8ygxO+i0OfsstdimBbVDYdKn3d8rx1vm5biQFOChkiSkoALn8uO06ZnnVOIJ03CCZNwPEnMsLBpGjY9FVq6rhFLmsSTCstSBDz2vh0GlmVx1113sXnzZpxOJ3fffTcjRoxI37948WKeeeYZ7HY7N954I+eee24umiVEzvldDvwuB/GkSShu0BhNEk0c3RBS60X30olD+WDHwXRIXDNlBDvrI7yzpQaj5YUThsXSdXuIGxZb9jd3a84h2wV+094m1u5uZHihh4DLTsWuBp77uBpTKey6xm9mjmd8aeeT4ayW4ZRwPDWxreutq57seFsmYg3LwjDBVBaGqTCs1PBPLGF1+RkdLowyMUzF3sYYDdFExl5L3DBTPYpIIn2U6aa9Tfzi+fWYlkLXNaadVMR7Ww9iWqrTPpGEodhTH0PXNXQNHHat3VxN0lKE4kniCYXZk92zbspJGCxbtoxEIsGiRYuoqKhgwYIFPProowDU1NSwcOFCnnvuOeLxON/+9reZOnUqTqczF00Tole0lr8o8ruIttRDSloWSVNhmBaxpJWxPlKmgnnZQuK8MYO484VKki0vsuKzWlZ8VguklrT+4qIxBN2OTs9TSvFxVT33vLYRw1TYdI2vjS5BKUXVwTDbayNZ35dhKea9VMm5pwxiZLGPcNzMeDqcIjWEk171pJEuBa6OcJ5i7a4G7lq6AdNS2G2pY0p1tKzhsGFPIxv2NKXPt27ttQQ9qTOqo0mTSMJMTZh32Fj4lw93pgPWtBRvb6lN35cwLBZ+UMX3zxnF8AJvu/dpkppHiZD9HI3elpMwWLNmDdOmTQNg0qRJVFZWpu9bt24dp59+Ok6nE6fTSXl5OZs2bWLixIm5aJoQva51M1tbSiliSTN9YQrFjC6L52UKiXHD8ph/2QTWVzcydliQ5ZsP8MaG/UDqov2bVza2lklC12B4gZdo0qQunEhf8Fofu3zTAUoC7YcnNOD8Uwdzxoh8Hlz2WfpkuAmleby9uYY3P039rr98CDPGDuGEIi9NMYPTh+d3DocjCIBNe5v4qKoOFFTVRVj9eX36m3XSVPxyyXosdWi569B8d+os6pbeWGt1WpuWCsQpJxalx/sb2kyut2+fYuEHVVTsaqB1RMmu63zrS8P5nw93pl5Tg3XVjfzgLx9zYrGPs0eXMDTPw+767q3+ytS76fizNVV1vLxuL18+sYgzRhR08xPrnpyEQSgUwu/3p2/bbDYMw8ButxMKhQgEAun7fD4foVAoF80S4rilaVo6JAp9qYtRarjEJJI0MUyLpKUwTZW+kCrVdU/Cpmks31yDYVrYdI2RRT62HEj9X7NUalhk7LAgRb7UDutX1+9NDX/YNH49czzjhuWxaW9Tuly33aYzY+xgxgwNUuxztbto/fXDnelzpJWC1zfsS7fprx/t5JsTh3HJxGEMyXN3+Tm0vRj63XZeXreHV9fvSwdHnsfBl08s5MMddRhWqhdTmu+hqi7Ve2kNhJMGBfA4beyqi/Dp3iYgNXdwz2sbmXZSMZdMHAZZakRZSvH4u9tZum4vF44bwrljStjQ5nHjh+Wl21gScPHe1lpWfFbDk//8PP0aupYKxDNPKGBEkY+D4TiV1U2UF3pxO2ysqarjpbV7sFTq7+nC8YPxuews+bgaM72hz0Zz3EQjtWT2L9d/+ZgGQk7CwO/3Ew6H07cty8Jut2e8LxwOtwsHIUQqHLzO1DBGYYf7TEu1jLVbqaJ6LSttOuo4nAS0u7DfPP2UdhfBaScVd/qmmm1IqmPP5PTh+elzpO02nWknFfPWpgPpcGhdCVWa7+FfTihgUMBNUyzJqBI/Q4JuQnGDTfua+Muqne16KW3pGnzztGFceebwdqHR8X395PzR7b5pt95n0zWmjCxidVU9Kz6rTfeS7LrGd79cztihedSG4iz5pJqtB0LMmjSM700diaZpjB16aE6k43ufOamUmZNK+a/3tvNCevUXvLZhH6+1CcVsTKV4ZX37xykFNpuORuogpqRh8cH2g30vDCZPnszy5cv5xje+QUVFBaNHj07fN3HiRB566CHi8TiJRIJt27a1u18I0TWbrmHTbbjstlSlVb+LpliS+kii08RrxwtXpgt7tsce7ucdH9MxeN7dWtvmAn0y9ZEkqz+vY+naPXRxrlDal0YWcv6YQfzu71vSrzOx5bW7+74yhVk0YfK7v29m1Y46IDUs9tQ/q9r9bpumcdaooiPaZTx1VDGvtln9dcc3TsXtsLHk49180PK7NOCCsYOZckIh9725Of3YOy8+lVDc4D//vqVlLkTnO18q5/H3dmCYFg67zpdPLOp2W7pDU6rnp7FbVxNt2bIFpRTz589nxYoVlJeXc/7557N48WIWLVqEUoobbriBGTNmdPl6s2fPZsmSJT3dbCH6vFA8SSiWWrXU3WJ6PSXbip+2Q0oa8LWTS7hg7GBqm+P84Z2t6Yth60qdo1k51J22te0x3Hj2KDbsaUr3ZnQNvjtlBHPOHJ5+Tttiga3DdB3nPrLNA7TtuXT1vjr+bGddmM8PRo56zqCra2dOwuBYkzAQ4sgopYgkDEJxk8ZokkTS6taErdYydpLtsbqW6pl4nDpOm41wwiCRzLxUsnUYpqNsF8fW+w534XfYNPK9DpKmRVMXhQJ1DdxOHb/LgV3XCCcMIvFDp9pl2j/QsV2nDg3ic9sIuFK1l5x2DafdhlIKw1QkTSu9KixpWiRNi3iGlWFHG2hBj50RRb5uP76jrq6dsulMiAGgbTG9kpZhpLpwot0eh9YLu9uRKoftstuw2zQsCywUylIYKrXcElqWx9p13HZbu01bbTdRmZbCaU8FhcOmo1A0x5KE46mlm4rs8xCQfUhKA1xOnaKWonitJbtThQIP7fS26Rpep07A7cDntLcrE1HU5lS7aMIi6LEzviwvvdqoY7vGDcujJOik2O/KMFykYbeBm847mi1LEWvZsxBLmkSSBuNK8xg7LNjm2am1ta3fzTv2MDRSPZCeLIYnYSDEAKPrGvleJ/leJ82xJNGkidOm47Kn6vZ80RpCrXsoCn2Z9wrle50YpkU4YdIcSw1jndrFPETrhVDXweNMVQr1OGwE3J0rhaYLBUaTJC2Fz2XrslDdoVPtoJjUKqrmmEFTNLXRrDWMPE6dYfkevM4jv2Tqeuvk/6GfJU0L01SH6kKlN1mQ3nhnWBaGZWHX9fRmNae95yrBShgIMYC1FtTLNbtNJ8+jk+dxYFqKcMwgaqQ2n+loqU1oWqpHY9M0XC0Xwu5+Mz7a6qEOm54+XjSWMGmKJbGUotjvOqYHBjlsOtnKIrky9C5yQcJACNGrbLpG0OsgyPFV/tnttPXJ6qNHq3+ePiGEEOKISBgIIYSQMBBCCCFhIIQQAgkDIYQQSBgIIYRAwkAIIQQSBkIIIZAwEEIIQR/dgVxdXc3s2bN7uxlCCNGnVFdXZ72vT5awFkIIcWzJMJEQQggJAyGEEBIGQgghkDAQQgiBhIEQQggkDIQQQiBhIIQQAgmDdmpra2UzWw+qrKzktttu49Zbb6W2tra3m9NvrVy5kjvuuIObb76ZTZs29XZz+q2VK1dy++2393YzjhkJgxZKKR5//HFKS0t7uyn9Vjwe55e//CVnn302FRUVvd2cfisajfKb3/yG6667jvfee6+3m9MvVVVVsXHjRuLxeG835Zjpk+UojoWnnnqKlStXAjBp0iTy8vL45je/yRNPPNHLLes/On7GN954I5988glPPPEEDz30UC+3rv/I9DlHIhEWLlzILbfc0sut6x8yfcbf+973+tXnK+UoWtx0000UFhayatUqfvKTn3DRRRf1dpP6nXXr1jFmzBjC4TCPPPIId9xxR283qV+qq6vj/vvv58c//jFDhw7t7eb0a7fccgsPPPBAbzfjmOiXw0Rr167l6quvBsCyLObNm8dVV13F1VdfTVVVVcbn/P73v+fXv/41EyZMkCDohqP5jMPhML/85S+57777uOSSS3LZ3D7raD7nBQsWUFNTw+9+9ztef/31XDa3Tzqaz7hfUv3Mn//8Z3XJJZeoOXPmKKWUeuONN9Stt96qlFLqk08+Ud///vd7s3n9gnzGuSGfc8+Tz/iQftczKC8v5+GHH07fXrNmDdOmTQNSY32VlZW91bR+Qz7j3JDPuefJZ3xIvwuDGTNmYLcfmhcPhUL4/f70bZvNhmEYvdG0fkM+49yQz7nnyWd8SL8Lg478fj/hcDh927Ksdn/54ouTzzg35HPueQP5M+73YTB58mRWrFgBQEVFBaNHj+7lFvU/8hnnhnzOPW8gf8b9PvKmT5/O+++/z9y5c1FKMX/+/N5uUr8jn3FuyOfc8wbyZyz7DIQQQvT/YSIhhBCHJ2EghBBCwkAIIYSEgRBCCCQMhBBCIGEghBACCQMhhBBIGAghhEDCQAghBBIGQhyVWCzGd7/7XUzTPCavl0gk+M53vjNgKmSK44+EgRBH4bnnnmP69OnYbLZj8npOp5OvfOUrvPrqq8fk9YQ4UhIGQrQRCoWYNWsWF198MaeddhozZ87kyiuvxLKsdo9bunQp559/fvr2888/z+zZs7n00kv51re+BcCuXbu48cYbmT17NldccQXbt28HYP/+/fzoRz9i1qxZXHjhhaxbtw6ACy64gKVLl+bonQrRQW8esybE8Wrt2rVZjzyMx+PqrLPOSt9ubm5WF110kYrH40oppRobG1UikVDXXHONqqqqUkop9fbbb6vbbrtNJZNJdemll6q33npLKaVUJBJRzc3NSimlDMNQU6ZM6cm3JURW/b6EtRBHY8uWLZx88skZ76uvrycQCKRv22w2YrEY9957L7NmzWLChAm89tprbN26lR/96EcAmKbJGWecwbJlyxg1ahTnnnsuAB6Pp93rOByOTqdtCZELEgZCZLBt2zbGjh2b8T63200ikUjf9ng8vPzyyyxfvpx58+ZxxRVXcODAAX7yk58wZ86cds998MEHOe2007L+3kQigcvlOjZvQogjIHMGQmRw4MABiouLM96Xl5eHaZrE43EAPv/8c7xeLxdffDHnnHMOiUSCQYMG8d5776XnGjZv3oxSipKSErZu3Zp+rbq6uvSf6+vrKSgowOFw9OA7EyIzCQMhMvjqV7/K7bffzocffpjx/qlTp7JmzRoA/vjHPzJjxgwuu+wydu/ezbe//W0uv/xylFJcdNFFzJw5k8ceewxN07jsssuora3l4osvZubMmXzyySfp11y1ahXnnHNOLt6eEJ3ISWdCHIUNGzbw1FNPcf/99x+z17zpppu4+eabGTly5DF7TSG6S3oGQhyFcePGMWXKlGO66eyCCy6QIBC9RnoGQgghpGcghBBCwkAIIQQSBkIIIZAwEEIIgYSBEEIIJAyEEEIA/z/Z80XRj6AwOAAAAABJRU5ErkJggg==
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<h2 id="How-does-the-autocorrelation-function-vary-with-$N$?">How does the autocorrelation function vary with $N$?<a class="anchor-link" href="#How-does-the-autocorrelation-function-vary-with-$N$?">&#182;</a></h2>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">## HIDDEN</span>
<span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">6</span><span class="p">,</span><span class="mi">4</span><span class="p">))</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xscale</span><span class="p">(</span><span class="s1">&#39;log&#39;</span><span class="p">)</span>
<span class="n">N</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="mi">50</span><span class="p">,</span><span class="mi">125</span><span class="p">,</span><span class="mi">250</span><span class="p">,</span><span class="mi">1000</span><span class="p">])</span>
<span class="k">for</span> <span class="n">n</span> <span class="ow">in</span> <span class="n">N</span><span class="p">:</span>
    <span class="n">vid</span> <span class="o">=</span> <span class="n">diffuse</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="mi">10</span><span class="p">,</span><span class="mf">0.2</span><span class="p">)</span>
    <span class="n">pix</span> <span class="o">=</span> <span class="n">vid</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">size</span><span class="p">(</span><span class="n">vid</span><span class="p">[:,:,</span><span class="mi">0</span><span class="p">]),</span><span class="n">np</span><span class="o">.</span><span class="n">shape</span><span class="p">(</span><span class="n">vid</span><span class="p">)[</span><span class="mi">2</span><span class="p">])</span>
    <span class="n">G</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">size</span><span class="p">(</span><span class="n">vid</span><span class="p">[:,:,</span><span class="mi">0</span><span class="p">]),</span><span class="n">dtype</span><span class="o">=</span><span class="s1">&#39;object&#39;</span><span class="p">)</span>
    <span class="k">for</span> <span class="n">p</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">size</span><span class="p">(</span><span class="n">vid</span><span class="p">[:,:,</span><span class="mi">0</span><span class="p">])):</span>
        <span class="n">G</span><span class="p">[</span><span class="n">p</span><span class="p">]</span> <span class="o">=</span> <span class="n">mt</span><span class="o">.</span><span class="n">autocorrelate</span><span class="p">(</span><span class="n">pix</span><span class="p">[</span><span class="n">p</span><span class="p">],</span><span class="n">m</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span><span class="n">normalize</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">G</span><span class="p">)[:,</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="n">fr</span><span class="p">,</span><span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">G</span><span class="p">)[:,</span><span class="mi">1</span><span class="p">],</span><span class="s1">&#39;.-&#39;</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">fill_between</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">G</span><span class="p">)[:,</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="n">fr</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">G</span><span class="p">)[:,</span><span class="mi">1</span><span class="p">]</span><span class="o">-</span><span class="n">np</span><span class="o">.</span><span class="n">std</span><span class="p">(</span><span class="n">G</span><span class="p">)[:,</span><span class="mi">1</span><span class="p">],</span> <span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">G</span><span class="p">)[:,</span><span class="mi">1</span><span class="p">]</span><span class="o">+</span><span class="n">np</span><span class="o">.</span><span class="n">std</span><span class="p">(</span><span class="n">G</span><span class="p">)[:,</span><span class="mi">1</span><span class="p">],</span> <span class="n">alpha</span><span class="o">=.</span><span class="mi">2</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span><span class="s1">&#39;$N = &#39;</span><span class="o">+</span><span class="n">N</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="s1">&#39;str&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="s1">&#39;object&#39;</span><span class="p">)</span><span class="o">+</span><span class="s1">&#39;$&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="sa">r</span><span class="s1">&#39;$\tau \ (sec)$&#39;</span><span class="p">);</span> <span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="sa">r</span><span class="s1">&#39;$G(\tau)$&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="n">figfile</span><span class="o">+</span><span class="s2">&quot;G_tau_varying_N.png&quot;</span><span class="p">,</span><span class="n">dpi</span><span class="o">=</span><span class="mi">300</span><span class="p">);</span>
</pre></div>

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<p>As the number of particles within the box grows, the maximum value of $G(\tau)$ goes down. This is because the self-similarity within the signal is more prominent when a single particle occupies a small region. If there are many particles, the photons from a single particle will be masked by the noise from the surrounding particles.</p>

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<h2 id="How-does-the-autocorrelation-function-vary-with-$D_f$?">How does the autocorrelation function vary with $D_f$?<a class="anchor-link" href="#How-does-the-autocorrelation-function-vary-with-$D_f$?">&#182;</a></h2>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">## HIDDEN</span>
<span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">6</span><span class="p">,</span><span class="mi">4</span><span class="p">))</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xscale</span><span class="p">(</span><span class="s1">&#39;log&#39;</span><span class="p">)</span>
<span class="n">Df</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="mi">2</span><span class="p">,</span><span class="mi">5</span><span class="p">,</span><span class="mi">10</span><span class="p">])</span>
<span class="k">for</span> <span class="n">df</span> <span class="ow">in</span> <span class="n">Df</span><span class="p">:</span>
    <span class="n">vid</span> <span class="o">=</span> <span class="n">diffuse</span><span class="p">(</span><span class="mi">100</span><span class="p">,</span><span class="n">df</span><span class="p">,</span><span class="mf">0.2</span><span class="p">)</span>
    <span class="n">pix</span> <span class="o">=</span> <span class="n">vid</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">size</span><span class="p">(</span><span class="n">vid</span><span class="p">[:,:,</span><span class="mi">0</span><span class="p">]),</span><span class="n">np</span><span class="o">.</span><span class="n">shape</span><span class="p">(</span><span class="n">vid</span><span class="p">)[</span><span class="mi">2</span><span class="p">])</span>
    <span class="n">G</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">size</span><span class="p">(</span><span class="n">vid</span><span class="p">[:,:,</span><span class="mi">0</span><span class="p">]),</span><span class="n">dtype</span><span class="o">=</span><span class="s1">&#39;object&#39;</span><span class="p">)</span>
    <span class="k">for</span> <span class="n">p</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">size</span><span class="p">(</span><span class="n">vid</span><span class="p">[:,:,</span><span class="mi">0</span><span class="p">])):</span>
        <span class="n">G_tau</span> <span class="o">=</span> <span class="n">mt</span><span class="o">.</span><span class="n">autocorrelate</span><span class="p">(</span><span class="n">pix</span><span class="p">[</span><span class="n">p</span><span class="p">],</span><span class="n">m</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span><span class="n">normalize</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
        <span class="n">G_tau</span><span class="p">[:,</span><span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="n">G_tau</span><span class="p">[:,</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="n">G_tau</span><span class="p">[</span><span class="mi">0</span><span class="p">,</span><span class="mi">1</span><span class="p">]</span>
        <span class="n">G</span><span class="p">[</span><span class="n">p</span><span class="p">]</span> <span class="o">=</span> <span class="n">G_tau</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">G</span><span class="p">)[:,</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="n">fr</span><span class="p">,</span><span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">G</span><span class="p">)[:,</span><span class="mi">1</span><span class="p">],</span><span class="s1">&#39;.-&#39;</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">fill_between</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">G</span><span class="p">)[:,</span><span class="mi">0</span><span class="p">]</span><span class="o">/</span><span class="n">fr</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">G</span><span class="p">)[:,</span><span class="mi">1</span><span class="p">]</span><span class="o">-</span><span class="n">np</span><span class="o">.</span><span class="n">std</span><span class="p">(</span><span class="n">G</span><span class="p">)[:,</span><span class="mi">1</span><span class="p">],</span> <span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">G</span><span class="p">)[:,</span><span class="mi">1</span><span class="p">]</span><span class="o">+</span><span class="n">np</span><span class="o">.</span><span class="n">std</span><span class="p">(</span><span class="n">G</span><span class="p">)[:,</span><span class="mi">1</span><span class="p">],</span> <span class="n">alpha</span><span class="o">=.</span><span class="mi">2</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span><span class="s1">&#39;$D_f = &#39;</span><span class="o">+</span><span class="n">Df</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="s1">&#39;str&#39;</span><span class="p">)</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="s1">&#39;object&#39;</span><span class="p">)</span><span class="o">+</span><span class="s1">&#39;$&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="sa">r</span><span class="s1">&#39;$\tau \ (sec)$&#39;</span><span class="p">);</span> <span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="sa">r</span><span class="s1">&#39;$G(\tau)\ / \ G(0)$&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="n">figfile</span><span class="o">+</span><span class="s2">&quot;G_tau_varying_Df.png&quot;</span><span class="p">,</span><span class="n">dpi</span><span class="o">=</span><span class="mi">300</span><span class="p">);</span>
</pre></div>

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
"
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  </div>
<div class="cell border-box-sizing text_cell rendered"><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>As the diffusion constant increases, the particle spends less and less time within the FOV. This implies that the self-similarity within the signal decays over shorter time windows.</p>

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