shadow_free.html

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

<title>shadow_free</title>

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


<style type="text/css">
    /*!
*
* Twitter Bootstrap
*
*/
/*!
 * Bootstrap v3.3.7 (http:https://getbootstrap.com)
 * Copyright 2011-2016 Twitter, Inc.
 * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
 */
/*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */
html {
  font-family: sans-serif;
  -ms-text-size-adjust: 100%;
  -webkit-text-size-adjust: 100%;
}
body {
  margin: 0;
}
article,
aside,
details,
figcaption,
figure,
footer,
header,
hgroup,
main,
menu,
nav,
section,
summary {
  display: block;
}
audio,
canvas,
progress,
video {
  display: inline-block;
  vertical-align: baseline;
}
audio:not([controls]) {
  display: none;
  height: 0;
}
[hidden],
template {
  display: none;
}
a {
  background-color: transparent;
}
a:active,
a:hover {
  outline: 0;
}
abbr[title] {
  border-bottom: 1px dotted;
}
b,
strong {
  font-weight: bold;
}
dfn {
  font-style: italic;
}
h1 {
  font-size: 2em;
  margin: 0.67em 0;
}
mark {
  background: #ff0;
  color: #000;
}
small {
  font-size: 80%;
}
sub,
sup {
  font-size: 75%;
  line-height: 0;
  position: relative;
  vertical-align: baseline;
}
sup {
  top: -0.5em;
}
sub {
  bottom: -0.25em;
}
img {
  border: 0;
}
svg:not(:root) {
  overflow: hidden;
}
figure {
  margin: 1em 40px;
}
hr {
  box-sizing: content-box;
  height: 0;
}
pre {
  overflow: auto;
}
code,
kbd,
pre,
samp {
  font-family: monospace, monospace;
  font-size: 1em;
}
button,
input,
optgroup,
select,
textarea {
  color: inherit;
  font: inherit;
  margin: 0;
}
button {
  overflow: visible;
}
button,
select {
  text-transform: none;
}
button,
html input[type="button"],
input[type="reset"],
input[type="submit"] {
  -webkit-appearance: button;
  cursor: pointer;
}
button[disabled],
html input[disabled] {
  cursor: default;
}
button::-moz-focus-inner,
input::-moz-focus-inner {
  border: 0;
  padding: 0;
}
input {
  line-height: normal;
}
input[type="checkbox"],
input[type="radio"] {
  box-sizing: border-box;
  padding: 0;
}
input[type="number"]::-webkit-inner-spin-button,
input[type="number"]::-webkit-outer-spin-button {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: textfield;
  box-sizing: content-box;
}
input[type="search"]::-webkit-search-cancel-button,
input[type="search"]::-webkit-search-decoration {
  -webkit-appearance: none;
}
fieldset {
  border: 1px solid #c0c0c0;
  margin: 0 2px;
  padding: 0.35em 0.625em 0.75em;
}
legend {
  border: 0;
  padding: 0;
}
textarea {
  overflow: auto;
}
optgroup {
  font-weight: bold;
}
table {
  border-collapse: collapse;
  border-spacing: 0;
}
td,
th {
  padding: 0;
}
/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */
@media print {
  *,
  *:before,
  *:after {
    background: transparent !important;
    box-shadow: none !important;
    text-shadow: none !important;
  }
  a,
  a:visited {
    text-decoration: underline;
  }
  a[href]:after {
    content: " (" attr(href) ")";
  }
  abbr[title]:after {
    content: " (" attr(title) ")";
  }
  a[href^="#"]:after,
  a[href^="javascript:"]:after {
    content: "";
  }
  pre,
  blockquote {
    border: 1px solid #999;
    page-break-inside: avoid;
  }
  thead {
    display: table-header-group;
  }
  tr,
  img {
    page-break-inside: avoid;
  }
  img {
    max-width: 100% !important;
  }
  p,
  h2,
  h3 {
    orphans: 3;
    widows: 3;
  }
  h2,
  h3 {
    page-break-after: avoid;
  }
  .navbar {
    display: none;
  }
  .btn > .caret,
  .dropup > .btn > .caret {
    border-top-color: #000 !important;
  }
  .label {
    border: 1px solid #000;
  }
  .table {
    border-collapse: collapse !important;
  }
  .table td,
  .table th {
    background-color: #fff !important;
  }
  .table-bordered th,
  .table-bordered td {
    border: 1px solid #ddd !important;
  }
}
@font-face {
  font-family: 'Glyphicons Halflings';
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot');
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot?#iefix') format('embedded-opentype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff2') format('woff2'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff') format('woff'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.ttf') format('truetype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.svg#glyphicons_halflingsregular') format('svg');
}
.glyphicon {
  position: relative;
  top: 1px;
  display: inline-block;
  font-family: 'Glyphicons Halflings';
  font-style: normal;
  font-weight: normal;
  line-height: 1;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
.glyphicon-asterisk:before {
  content: "\002a";
}
.glyphicon-plus:before {
  content: "\002b";
}
.glyphicon-euro:before,
.glyphicon-eur:before {
  content: "\20ac";
}
.glyphicon-minus:before {
  content: "\2212";
}
.glyphicon-cloud:before {
  content: "\2601";
}
.glyphicon-envelope:before {
  content: "\2709";
}
.glyphicon-pencil:before {
  content: "\270f";
}
.glyphicon-glass:before {
  content: "\e001";
}
.glyphicon-music:before {
  content: "\e002";
}
.glyphicon-search:before {
  content: "\e003";
}
.glyphicon-heart:before {
  content: "\e005";
}
.glyphicon-star:before {
  content: "\e006";
}
.glyphicon-star-empty:before {
  content: "\e007";
}
.glyphicon-user:before {
  content: "\e008";
}
.glyphicon-film:before {
  content: "\e009";
}
.glyphicon-th-large:before {
  content: "\e010";
}
.glyphicon-th:before {
  content: "\e011";
}
.glyphicon-th-list:before {
  content: "\e012";
}
.glyphicon-ok:before {
  content: "\e013";
}
.glyphicon-remove:before {
  content: "\e014";
}
.glyphicon-zoom-in:before {
  content: "\e015";
}
.glyphicon-zoom-out:before {
  content: "\e016";
}
.glyphicon-off:before {
  content: "\e017";
}
.glyphicon-signal:before {
  content: "\e018";
}
.glyphicon-cog:before {
  content: "\e019";
}
.glyphicon-trash:before {
  content: "\e020";
}
.glyphicon-home:before {
  content: "\e021";
}
.glyphicon-file:before {
  content: "\e022";
}
.glyphicon-time:before {
  content: "\e023";
}
.glyphicon-road:before {
  content: "\e024";
}
.glyphicon-download-alt:before {
  content: "\e025";
}
.glyphicon-download:before {
  content: "\e026";
}
.glyphicon-upload:before {
  content: "\e027";
}
.glyphicon-inbox:before {
  content: "\e028";
}
.glyphicon-play-circle:before {
  content: "\e029";
}
.glyphicon-repeat:before {
  content: "\e030";
}
.glyphicon-refresh:before {
  content: "\e031";
}
.glyphicon-list-alt:before {
  content: "\e032";
}
.glyphicon-lock:before {
  content: "\e033";
}
.glyphicon-flag:before {
  content: "\e034";
}
.glyphicon-headphones:before {
  content: "\e035";
}
.glyphicon-volume-off:before {
  content: "\e036";
}
.glyphicon-volume-down:before {
  content: "\e037";
}
.glyphicon-volume-up:before {
  content: "\e038";
}
.glyphicon-qrcode:before {
  content: "\e039";
}
.glyphicon-barcode:before {
  content: "\e040";
}
.glyphicon-tag:before {
  content: "\e041";
}
.glyphicon-tags:before {
  content: "\e042";
}
.glyphicon-book:before {
  content: "\e043";
}
.glyphicon-bookmark:before {
  content: "\e044";
}
.glyphicon-print:before {
  content: "\e045";
}
.glyphicon-camera:before {
  content: "\e046";
}
.glyphicon-font:before {
  content: "\e047";
}
.glyphicon-bold:before {
  content: "\e048";
}
.glyphicon-italic:before {
  content: "\e049";
}
.glyphicon-text-height:before {
  content: "\e050";
}
.glyphicon-text-width:before {
  content: "\e051";
}
.glyphicon-align-left:before {
  content: "\e052";
}
.glyphicon-align-center:before {
  content: "\e053";
}
.glyphicon-align-right:before {
  content: "\e054";
}
.glyphicon-align-justify:before {
  content: "\e055";
}
.glyphicon-list:before {
  content: "\e056";
}
.glyphicon-indent-left:before {
  content: "\e057";
}
.glyphicon-indent-right:before {
  content: "\e058";
}
.glyphicon-facetime-video:before {
  content: "\e059";
}
.glyphicon-picture:before {
  content: "\e060";
}
.glyphicon-map-marker:before {
  content: "\e062";
}
.glyphicon-adjust:before {
  content: "\e063";
}
.glyphicon-tint:before {
  content: "\e064";
}
.glyphicon-edit:before {
  content: "\e065";
}
.glyphicon-share:before {
  content: "\e066";
}
.glyphicon-check:before {
  content: "\e067";
}
.glyphicon-move:before {
  content: "\e068";
}
.glyphicon-step-backward:before {
  content: "\e069";
}
.glyphicon-fast-backward:before {
  content: "\e070";
}
.glyphicon-backward:before {
  content: "\e071";
}
.glyphicon-play:before {
  content: "\e072";
}
.glyphicon-pause:before {
  content: "\e073";
}
.glyphicon-stop:before {
  content: "\e074";
}
.glyphicon-forward:before {
  content: "\e075";
}
.glyphicon-fast-forward:before {
  content: "\e076";
}
.glyphicon-step-forward:before {
  content: "\e077";
}
.glyphicon-eject:before {
  content: "\e078";
}
.glyphicon-chevron-left:before {
  content: "\e079";
}
.glyphicon-chevron-right:before {
  content: "\e080";
}
.glyphicon-plus-sign:before {
  content: "\e081";
}
.glyphicon-minus-sign:before {
  content: "\e082";
}
.glyphicon-remove-sign:before {
  content: "\e083";
}
.glyphicon-ok-sign:before {
  content: "\e084";
}
.glyphicon-question-sign:before {
  content: "\e085";
}
.glyphicon-info-sign:before {
  content: "\e086";
}
.glyphicon-screenshot:before {
  content: "\e087";
}
.glyphicon-remove-circle:before {
  content: "\e088";
}
.glyphicon-ok-circle:before {
  content: "\e089";
}
.glyphicon-ban-circle:before {
  content: "\e090";
}
.glyphicon-arrow-left:before {
  content: "\e091";
}
.glyphicon-arrow-right:before {
  content: "\e092";
}
.glyphicon-arrow-up:before {
  content: "\e093";
}
.glyphicon-arrow-down:before {
  content: "\e094";
}
.glyphicon-share-alt:before {
  content: "\e095";
}
.glyphicon-resize-full:before {
  content: "\e096";
}
.glyphicon-resize-small:before {
  content: "\e097";
}
.glyphicon-exclamation-sign:before {
  content: "\e101";
}
.glyphicon-gift:before {
  content: "\e102";
}
.glyphicon-leaf:before {
  content: "\e103";
}
.glyphicon-fire:before {
  content: "\e104";
}
.glyphicon-eye-open:before {
  content: "\e105";
}
.glyphicon-eye-close:before {
  content: "\e106";
}
.glyphicon-warning-sign:before {
  content: "\e107";
}
.glyphicon-plane:before {
  content: "\e108";
}
.glyphicon-calendar:before {
  content: "\e109";
}
.glyphicon-random:before {
  content: "\e110";
}
.glyphicon-comment:before {
  content: "\e111";
}
.glyphicon-magnet:before {
  content: "\e112";
}
.glyphicon-chevron-up:before {
  content: "\e113";
}
.glyphicon-chevron-down:before {
  content: "\e114";
}
.glyphicon-retweet:before {
  content: "\e115";
}
.glyphicon-shopping-cart:before {
  content: "\e116";
}
.glyphicon-folder-close:before {
  content: "\e117";
}
.glyphicon-folder-open:before {
  content: "\e118";
}
.glyphicon-resize-vertical:before {
  content: "\e119";
}
.glyphicon-resize-horizontal:before {
  content: "\e120";
}
.glyphicon-hdd:before {
  content: "\e121";
}
.glyphicon-bullhorn:before {
  content: "\e122";
}
.glyphicon-bell:before {
  content: "\e123";
}
.glyphicon-certificate:before {
  content: "\e124";
}
.glyphicon-thumbs-up:before {
  content: "\e125";
}
.glyphicon-thumbs-down:before {
  content: "\e126";
}
.glyphicon-hand-right:before {
  content: "\e127";
}
.glyphicon-hand-left:before {
  content: "\e128";
}
.glyphicon-hand-up:before {
  content: "\e129";
}
.glyphicon-hand-down:before {
  content: "\e130";
}
.glyphicon-circle-arrow-right:before {
  content: "\e131";
}
.glyphicon-circle-arrow-left:before {
  content: "\e132";
}
.glyphicon-circle-arrow-up:before {
  content: "\e133";
}
.glyphicon-circle-arrow-down:before {
  content: "\e134";
}
.glyphicon-globe:before {
  content: "\e135";
}
.glyphicon-wrench:before {
  content: "\e136";
}
.glyphicon-tasks:before {
  content: "\e137";
}
.glyphicon-filter:before {
  content: "\e138";
}
.glyphicon-briefcase:before {
  content: "\e139";
}
.glyphicon-fullscreen:before {
  content: "\e140";
}
.glyphicon-dashboard:before {
  content: "\e141";
}
.glyphicon-paperclip:before {
  content: "\e142";
}
.glyphicon-heart-empty:before {
  content: "\e143";
}
.glyphicon-link:before {
  content: "\e144";
}
.glyphicon-phone:before {
  content: "\e145";
}
.glyphicon-pushpin:before {
  content: "\e146";
}
.glyphicon-usd:before {
  content: "\e148";
}
.glyphicon-gbp:before {
  content: "\e149";
}
.glyphicon-sort:before {
  content: "\e150";
}
.glyphicon-sort-by-alphabet:before {
  content: "\e151";
}
.glyphicon-sort-by-alphabet-alt:before {
  content: "\e152";
}
.glyphicon-sort-by-order:before {
  content: "\e153";
}
.glyphicon-sort-by-order-alt:before {
  content: "\e154";
}
.glyphicon-sort-by-attributes:before {
  content: "\e155";
}
.glyphicon-sort-by-attributes-alt:before {
  content: "\e156";
}
.glyphicon-unchecked:before {
  content: "\e157";
}
.glyphicon-expand:before {
  content: "\e158";
}
.glyphicon-collapse-down:before {
  content: "\e159";
}
.glyphicon-collapse-up:before {
  content: "\e160";
}
.glyphicon-log-in:before {
  content: "\e161";
}
.glyphicon-flash:before {
  content: "\e162";
}
.glyphicon-log-out:before {
  content: "\e163";
}
.glyphicon-new-window:before {
  content: "\e164";
}
.glyphicon-record:before {
  content: "\e165";
}
.glyphicon-save:before {
  content: "\e166";
}
.glyphicon-open:before {
  content: "\e167";
}
.glyphicon-saved:before {
  content: "\e168";
}
.glyphicon-import:before {
  content: "\e169";
}
.glyphicon-export:before {
  content: "\e170";
}
.glyphicon-send:before {
  content: "\e171";
}
.glyphicon-floppy-disk:before {
  content: "\e172";
}
.glyphicon-floppy-saved:before {
  content: "\e173";
}
.glyphicon-floppy-remove:before {
  content: "\e174";
}
.glyphicon-floppy-save:before {
  content: "\e175";
}
.glyphicon-floppy-open:before {
  content: "\e176";
}
.glyphicon-credit-card:before {
  content: "\e177";
}
.glyphicon-transfer:before {
  content: "\e178";
}
.glyphicon-cutlery:before {
  content: "\e179";
}
.glyphicon-header:before {
  content: "\e180";
}
.glyphicon-compressed:before {
  content: "\e181";
}
.glyphicon-earphone:before {
  content: "\e182";
}
.glyphicon-phone-alt:before {
  content: "\e183";
}
.glyphicon-tower:before {
  content: "\e184";
}
.glyphicon-stats:before {
  content: "\e185";
}
.glyphicon-sd-video:before {
  content: "\e186";
}
.glyphicon-hd-video:before {
  content: "\e187";
}
.glyphicon-subtitles:before {
  content: "\e188";
}
.glyphicon-sound-stereo:before {
  content: "\e189";
}
.glyphicon-sound-dolby:before {
  content: "\e190";
}
.glyphicon-sound-5-1:before {
  content: "\e191";
}
.glyphicon-sound-6-1:before {
  content: "\e192";
}
.glyphicon-sound-7-1:before {
  content: "\e193";
}
.glyphicon-copyright-mark:before {
  content: "\e194";
}
.glyphicon-registration-mark:before {
  content: "\e195";
}
.glyphicon-cloud-download:before {
  content: "\e197";
}
.glyphicon-cloud-upload:before {
  content: "\e198";
}
.glyphicon-tree-conifer:before {
  content: "\e199";
}
.glyphicon-tree-deciduous:before {
  content: "\e200";
}
.glyphicon-cd:before {
  content: "\e201";
}
.glyphicon-save-file:before {
  content: "\e202";
}
.glyphicon-open-file:before {
  content: "\e203";
}
.glyphicon-level-up:before {
  content: "\e204";
}
.glyphicon-copy:before {
  content: "\e205";
}
.glyphicon-paste:before {
  content: "\e206";
}
.glyphicon-alert:before {
  content: "\e209";
}
.glyphicon-equalizer:before {
  content: "\e210";
}
.glyphicon-king:before {
  content: "\e211";
}
.glyphicon-queen:before {
  content: "\e212";
}
.glyphicon-pawn:before {
  content: "\e213";
}
.glyphicon-bishop:before {
  content: "\e214";
}
.glyphicon-knight:before {
  content: "\e215";
}
.glyphicon-baby-formula:before {
  content: "\e216";
}
.glyphicon-tent:before {
  content: "\26fa";
}
.glyphicon-blackboard:before {
  content: "\e218";
}
.glyphicon-bed:before {
  content: "\e219";
}
.glyphicon-apple:before {
  content: "\f8ff";
}
.glyphicon-erase:before {
  content: "\e221";
}
.glyphicon-hourglass:before {
  content: "\231b";
}
.glyphicon-lamp:before {
  content: "\e223";
}
.glyphicon-duplicate:before {
  content: "\e224";
}
.glyphicon-piggy-bank:before {
  content: "\e225";
}
.glyphicon-scissors:before {
  content: "\e226";
}
.glyphicon-bitcoin:before {
  content: "\e227";
}
.glyphicon-btc:before {
  content: "\e227";
}
.glyphicon-xbt:before {
  content: "\e227";
}
.glyphicon-yen:before {
  content: "\00a5";
}
.glyphicon-jpy:before {
  content: "\00a5";
}
.glyphicon-ruble:before {
  content: "\20bd";
}
.glyphicon-rub:before {
  content: "\20bd";
}
.glyphicon-scale:before {
  content: "\e230";
}
.glyphicon-ice-lolly:before {
  content: "\e231";
}
.glyphicon-ice-lolly-tasted:before {
  content: "\e232";
}
.glyphicon-education:before {
  content: "\e233";
}
.glyphicon-option-horizontal:before {
  content: "\e234";
}
.glyphicon-option-vertical:before {
  content: "\e235";
}
.glyphicon-menu-hamburger:before {
  content: "\e236";
}
.glyphicon-modal-window:before {
  content: "\e237";
}
.glyphicon-oil:before {
  content: "\e238";
}
.glyphicon-grain:before {
  content: "\e239";
}
.glyphicon-sunglasses:before {
  content: "\e240";
}
.glyphicon-text-size:before {
  content: "\e241";
}
.glyphicon-text-color:before {
  content: "\e242";
}
.glyphicon-text-background:before {
  content: "\e243";
}
.glyphicon-object-align-top:before {
  content: "\e244";
}
.glyphicon-object-align-bottom:before {
  content: "\e245";
}
.glyphicon-object-align-horizontal:before {
  content: "\e246";
}
.glyphicon-object-align-left:before {
  content: "\e247";
}
.glyphicon-object-align-vertical:before {
  content: "\e248";
}
.glyphicon-object-align-right:before {
  content: "\e249";
}
.glyphicon-triangle-right:before {
  content: "\e250";
}
.glyphicon-triangle-left:before {
  content: "\e251";
}
.glyphicon-triangle-bottom:before {
  content: "\e252";
}
.glyphicon-triangle-top:before {
  content: "\e253";
}
.glyphicon-console:before {
  content: "\e254";
}
.glyphicon-superscript:before {
  content: "\e255";
}
.glyphicon-subscript:before {
  content: "\e256";
}
.glyphicon-menu-left:before {
  content: "\e257";
}
.glyphicon-menu-right:before {
  content: "\e258";
}
.glyphicon-menu-down:before {
  content: "\e259";
}
.glyphicon-menu-up:before {
  content: "\e260";
}
* {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
*:before,
*:after {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
html {
  font-size: 10px;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-size: 13px;
  line-height: 1.42857143;
  color: #000;
  background-color: #fff;
}
input,
button,
select,
textarea {
  font-family: inherit;
  font-size: inherit;
  line-height: inherit;
}
a {
  color: #337ab7;
  text-decoration: none;
}
a:hover,
a:focus {
  color: #23527c;
  text-decoration: underline;
}
a:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
figure {
  margin: 0;
}
img {
  vertical-align: middle;
}
.img-responsive,
.thumbnail > img,
.thumbnail a > img,
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  display: block;
  max-width: 100%;
  height: auto;
}
.img-rounded {
  border-radius: 3px;
}
.img-thumbnail {
  padding: 4px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: all 0.2s ease-in-out;
  -o-transition: all 0.2s ease-in-out;
  transition: all 0.2s ease-in-out;
  display: inline-block;
  max-width: 100%;
  height: auto;
}
.img-circle {
  border-radius: 50%;
}
hr {
  margin-top: 18px;
  margin-bottom: 18px;
  border: 0;
  border-top: 1px solid #eeeeee;
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  margin: -1px;
  padding: 0;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
[role="button"] {
  cursor: pointer;
}
h1,
h2,
h3,
h4,
h5,
h6,
.h1,
.h2,
.h3,
.h4,
.h5,
.h6 {
  font-family: inherit;
  font-weight: 500;
  line-height: 1.1;
  color: inherit;
}
h1 small,
h2 small,
h3 small,
h4 small,
h5 small,
h6 small,
.h1 small,
.h2 small,
.h3 small,
.h4 small,
.h5 small,
.h6 small,
h1 .small,
h2 .small,
h3 .small,
h4 .small,
h5 .small,
h6 .small,
.h1 .small,
.h2 .small,
.h3 .small,
.h4 .small,
.h5 .small,
.h6 .small {
  font-weight: normal;
  line-height: 1;
  color: #777777;
}
h1,
.h1,
h2,
.h2,
h3,
.h3 {
  margin-top: 18px;
  margin-bottom: 9px;
}
h1 small,
.h1 small,
h2 small,
.h2 small,
h3 small,
.h3 small,
h1 .small,
.h1 .small,
h2 .small,
.h2 .small,
h3 .small,
.h3 .small {
  font-size: 65%;
}
h4,
.h4,
h5,
.h5,
h6,
.h6 {
  margin-top: 9px;
  margin-bottom: 9px;
}
h4 small,
.h4 small,
h5 small,
.h5 small,
h6 small,
.h6 small,
h4 .small,
.h4 .small,
h5 .small,
.h5 .small,
h6 .small,
.h6 .small {
  font-size: 75%;
}
h1,
.h1 {
  font-size: 33px;
}
h2,
.h2 {
  font-size: 27px;
}
h3,
.h3 {
  font-size: 23px;
}
h4,
.h4 {
  font-size: 17px;
}
h5,
.h5 {
  font-size: 13px;
}
h6,
.h6 {
  font-size: 12px;
}
p {
  margin: 0 0 9px;
}
.lead {
  margin-bottom: 18px;
  font-size: 14px;
  font-weight: 300;
  line-height: 1.4;
}
@media (min-width: 768px) {
  .lead {
    font-size: 19.5px;
  }
}
small,
.small {
  font-size: 92%;
}
mark,
.mark {
  background-color: #fcf8e3;
  padding: .2em;
}
.text-left {
  text-align: left;
}
.text-right {
  text-align: right;
}
.text-center {
  text-align: center;
}
.text-justify {
  text-align: justify;
}
.text-nowrap {
  white-space: nowrap;
}
.text-lowercase {
  text-transform: lowercase;
}
.text-uppercase {
  text-transform: uppercase;
}
.text-capitalize {
  text-transform: capitalize;
}
.text-muted {
  color: #777777;
}
.text-primary {
  color: #337ab7;
}
a.text-primary:hover,
a.text-primary:focus {
  color: #286090;
}
.text-success {
  color: #3c763d;
}
a.text-success:hover,
a.text-success:focus {
  color: #2b542c;
}
.text-info {
  color: #31708f;
}
a.text-info:hover,
a.text-info:focus {
  color: #245269;
}
.text-warning {
  color: #8a6d3b;
}
a.text-warning:hover,
a.text-warning:focus {
  color: #66512c;
}
.text-danger {
  color: #a94442;
}
a.text-danger:hover,
a.text-danger:focus {
  color: #843534;
}
.bg-primary {
  color: #fff;
  background-color: #337ab7;
}
a.bg-primary:hover,
a.bg-primary:focus {
  background-color: #286090;
}
.bg-success {
  background-color: #dff0d8;
}
a.bg-success:hover,
a.bg-success:focus {
  background-color: #c1e2b3;
}
.bg-info {
  background-color: #d9edf7;
}
a.bg-info:hover,
a.bg-info:focus {
  background-color: #afd9ee;
}
.bg-warning {
  background-color: #fcf8e3;
}
a.bg-warning:hover,
a.bg-warning:focus {
  background-color: #f7ecb5;
}
.bg-danger {
  background-color: #f2dede;
}
a.bg-danger:hover,
a.bg-danger:focus {
  background-color: #e4b9b9;
}
.page-header {
  padding-bottom: 8px;
  margin: 36px 0 18px;
  border-bottom: 1px solid #eeeeee;
}
ul,
ol {
  margin-top: 0;
  margin-bottom: 9px;
}
ul ul,
ol ul,
ul ol,
ol ol {
  margin-bottom: 0;
}
.list-unstyled {
  padding-left: 0;
  list-style: none;
}
.list-inline {
  padding-left: 0;
  list-style: none;
  margin-left: -5px;
}
.list-inline > li {
  display: inline-block;
  padding-left: 5px;
  padding-right: 5px;
}
dl {
  margin-top: 0;
  margin-bottom: 18px;
}
dt,
dd {
  line-height: 1.42857143;
}
dt {
  font-weight: bold;
}
dd {
  margin-left: 0;
}
@media (min-width: 541px) {
  .dl-horizontal dt {
    float: left;
    width: 160px;
    clear: left;
    text-align: right;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
  }
  .dl-horizontal dd {
    margin-left: 180px;
  }
}
abbr[title],
abbr[data-original-title] {
  cursor: help;
  border-bottom: 1px dotted #777777;
}
.initialism {
  font-size: 90%;
  text-transform: uppercase;
}
blockquote {
  padding: 9px 18px;
  margin: 0 0 18px;
  font-size: inherit;
  border-left: 5px solid #eeeeee;
}
blockquote p:last-child,
blockquote ul:last-child,
blockquote ol:last-child {
  margin-bottom: 0;
}
blockquote footer,
blockquote small,
blockquote .small {
  display: block;
  font-size: 80%;
  line-height: 1.42857143;
  color: #777777;
}
blockquote footer:before,
blockquote small:before,
blockquote .small:before {
  content: '\2014 \00A0';
}
.blockquote-reverse,
blockquote.pull-right {
  padding-right: 15px;
  padding-left: 0;
  border-right: 5px solid #eeeeee;
  border-left: 0;
  text-align: right;
}
.blockquote-reverse footer:before,
blockquote.pull-right footer:before,
.blockquote-reverse small:before,
blockquote.pull-right small:before,
.blockquote-reverse .small:before,
blockquote.pull-right .small:before {
  content: '';
}
.blockquote-reverse footer:after,
blockquote.pull-right footer:after,
.blockquote-reverse small:after,
blockquote.pull-right small:after,
.blockquote-reverse .small:after,
blockquote.pull-right .small:after {
  content: '\00A0 \2014';
}
address {
  margin-bottom: 18px;
  font-style: normal;
  line-height: 1.42857143;
}
code,
kbd,
pre,
samp {
  font-family: monospace;
}
code {
  padding: 2px 4px;
  font-size: 90%;
  color: #c7254e;
  background-color: #f9f2f4;
  border-radius: 2px;
}
kbd {
  padding: 2px 4px;
  font-size: 90%;
  color: #888;
  background-color: transparent;
  border-radius: 1px;
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
}
kbd kbd {
  padding: 0;
  font-size: 100%;
  font-weight: bold;
  box-shadow: none;
}
pre {
  display: block;
  padding: 8.5px;
  margin: 0 0 9px;
  font-size: 12px;
  line-height: 1.42857143;
  word-break: break-all;
  word-wrap: break-word;
  color: #333333;
  background-color: #f5f5f5;
  border: 1px solid #ccc;
  border-radius: 2px;
}
pre code {
  padding: 0;
  font-size: inherit;
  color: inherit;
  white-space: pre-wrap;
  background-color: transparent;
  border-radius: 0;
}
.pre-scrollable {
  max-height: 340px;
  overflow-y: scroll;
}
.container {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
@media (min-width: 768px) {
  .container {
    width: 768px;
  }
}
@media (min-width: 992px) {
  .container {
    width: 940px;
  }
}
@media (min-width: 1200px) {
  .container {
    width: 1140px;
  }
}
.container-fluid {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
.row {
  margin-left: 0px;
  margin-right: 0px;
}
.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
  position: relative;
  min-height: 1px;
  padding-left: 0px;
  padding-right: 0px;
}
.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
  float: left;
}
.col-xs-12 {
  width: 100%;
}
.col-xs-11 {
  width: 91.66666667%;
}
.col-xs-10 {
  width: 83.33333333%;
}
.col-xs-9 {
  width: 75%;
}
.col-xs-8 {
  width: 66.66666667%;
}
.col-xs-7 {
  width: 58.33333333%;
}
.col-xs-6 {
  width: 50%;
}
.col-xs-5 {
  width: 41.66666667%;
}
.col-xs-4 {
  width: 33.33333333%;
}
.col-xs-3 {
  width: 25%;
}
.col-xs-2 {
  width: 16.66666667%;
}
.col-xs-1 {
  width: 8.33333333%;
}
.col-xs-pull-12 {
  right: 100%;
}
.col-xs-pull-11 {
  right: 91.66666667%;
}
.col-xs-pull-10 {
  right: 83.33333333%;
}
.col-xs-pull-9 {
  right: 75%;
}
.col-xs-pull-8 {
  right: 66.66666667%;
}
.col-xs-pull-7 {
  right: 58.33333333%;
}
.col-xs-pull-6 {
  right: 50%;
}
.col-xs-pull-5 {
  right: 41.66666667%;
}
.col-xs-pull-4 {
  right: 33.33333333%;
}
.col-xs-pull-3 {
  right: 25%;
}
.col-xs-pull-2 {
  right: 16.66666667%;
}
.col-xs-pull-1 {
  right: 8.33333333%;
}
.col-xs-pull-0 {
  right: auto;
}
.col-xs-push-12 {
  left: 100%;
}
.col-xs-push-11 {
  left: 91.66666667%;
}
.col-xs-push-10 {
  left: 83.33333333%;
}
.col-xs-push-9 {
  left: 75%;
}
.col-xs-push-8 {
  left: 66.66666667%;
}
.col-xs-push-7 {
  left: 58.33333333%;
}
.col-xs-push-6 {
  left: 50%;
}
.col-xs-push-5 {
  left: 41.66666667%;
}
.col-xs-push-4 {
  left: 33.33333333%;
}
.col-xs-push-3 {
  left: 25%;
}
.col-xs-push-2 {
  left: 16.66666667%;
}
.col-xs-push-1 {
  left: 8.33333333%;
}
.col-xs-push-0 {
  left: auto;
}
.col-xs-offset-12 {
  margin-left: 100%;
}
.col-xs-offset-11 {
  margin-left: 91.66666667%;
}
.col-xs-offset-10 {
  margin-left: 83.33333333%;
}
.col-xs-offset-9 {
  margin-left: 75%;
}
.col-xs-offset-8 {
  margin-left: 66.66666667%;
}
.col-xs-offset-7 {
  margin-left: 58.33333333%;
}
.col-xs-offset-6 {
  margin-left: 50%;
}
.col-xs-offset-5 {
  margin-left: 41.66666667%;
}
.col-xs-offset-4 {
  margin-left: 33.33333333%;
}
.col-xs-offset-3 {
  margin-left: 25%;
}
.col-xs-offset-2 {
  margin-left: 16.66666667%;
}
.col-xs-offset-1 {
  margin-left: 8.33333333%;
}
.col-xs-offset-0 {
  margin-left: 0%;
}
@media (min-width: 768px) {
  .col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
    float: left;
  }
  .col-sm-12 {
    width: 100%;
  }
  .col-sm-11 {
    width: 91.66666667%;
  }
  .col-sm-10 {
    width: 83.33333333%;
  }
  .col-sm-9 {
    width: 75%;
  }
  .col-sm-8 {
    width: 66.66666667%;
  }
  .col-sm-7 {
    width: 58.33333333%;
  }
  .col-sm-6 {
    width: 50%;
  }
  .col-sm-5 {
    width: 41.66666667%;
  }
  .col-sm-4 {
    width: 33.33333333%;
  }
  .col-sm-3 {
    width: 25%;
  }
  .col-sm-2 {
    width: 16.66666667%;
  }
  .col-sm-1 {
    width: 8.33333333%;
  }
  .col-sm-pull-12 {
    right: 100%;
  }
  .col-sm-pull-11 {
    right: 91.66666667%;
  }
  .col-sm-pull-10 {
    right: 83.33333333%;
  }
  .col-sm-pull-9 {
    right: 75%;
  }
  .col-sm-pull-8 {
    right: 66.66666667%;
  }
  .col-sm-pull-7 {
    right: 58.33333333%;
  }
  .col-sm-pull-6 {
    right: 50%;
  }
  .col-sm-pull-5 {
    right: 41.66666667%;
  }
  .col-sm-pull-4 {
    right: 33.33333333%;
  }
  .col-sm-pull-3 {
    right: 25%;
  }
  .col-sm-pull-2 {
    right: 16.66666667%;
  }
  .col-sm-pull-1 {
    right: 8.33333333%;
  }
  .col-sm-pull-0 {
    right: auto;
  }
  .col-sm-push-12 {
    left: 100%;
  }
  .col-sm-push-11 {
    left: 91.66666667%;
  }
  .col-sm-push-10 {
    left: 83.33333333%;
  }
  .col-sm-push-9 {
    left: 75%;
  }
  .col-sm-push-8 {
    left: 66.66666667%;
  }
  .col-sm-push-7 {
    left: 58.33333333%;
  }
  .col-sm-push-6 {
    left: 50%;
  }
  .col-sm-push-5 {
    left: 41.66666667%;
  }
  .col-sm-push-4 {
    left: 33.33333333%;
  }
  .col-sm-push-3 {
    left: 25%;
  }
  .col-sm-push-2 {
    left: 16.66666667%;
  }
  .col-sm-push-1 {
    left: 8.33333333%;
  }
  .col-sm-push-0 {
    left: auto;
  }
  .col-sm-offset-12 {
    margin-left: 100%;
  }
  .col-sm-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-sm-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-sm-offset-9 {
    margin-left: 75%;
  }
  .col-sm-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-sm-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-sm-offset-6 {
    margin-left: 50%;
  }
  .col-sm-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-sm-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-sm-offset-3 {
    margin-left: 25%;
  }
  .col-sm-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-sm-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-sm-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 992px) {
  .col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
    float: left;
  }
  .col-md-12 {
    width: 100%;
  }
  .col-md-11 {
    width: 91.66666667%;
  }
  .col-md-10 {
    width: 83.33333333%;
  }
  .col-md-9 {
    width: 75%;
  }
  .col-md-8 {
    width: 66.66666667%;
  }
  .col-md-7 {
    width: 58.33333333%;
  }
  .col-md-6 {
    width: 50%;
  }
  .col-md-5 {
    width: 41.66666667%;
  }
  .col-md-4 {
    width: 33.33333333%;
  }
  .col-md-3 {
    width: 25%;
  }
  .col-md-2 {
    width: 16.66666667%;
  }
  .col-md-1 {
    width: 8.33333333%;
  }
  .col-md-pull-12 {
    right: 100%;
  }
  .col-md-pull-11 {
    right: 91.66666667%;
  }
  .col-md-pull-10 {
    right: 83.33333333%;
  }
  .col-md-pull-9 {
    right: 75%;
  }
  .col-md-pull-8 {
    right: 66.66666667%;
  }
  .col-md-pull-7 {
    right: 58.33333333%;
  }
  .col-md-pull-6 {
    right: 50%;
  }
  .col-md-pull-5 {
    right: 41.66666667%;
  }
  .col-md-pull-4 {
    right: 33.33333333%;
  }
  .col-md-pull-3 {
    right: 25%;
  }
  .col-md-pull-2 {
    right: 16.66666667%;
  }
  .col-md-pull-1 {
    right: 8.33333333%;
  }
  .col-md-pull-0 {
    right: auto;
  }
  .col-md-push-12 {
    left: 100%;
  }
  .col-md-push-11 {
    left: 91.66666667%;
  }
  .col-md-push-10 {
    left: 83.33333333%;
  }
  .col-md-push-9 {
    left: 75%;
  }
  .col-md-push-8 {
    left: 66.66666667%;
  }
  .col-md-push-7 {
    left: 58.33333333%;
  }
  .col-md-push-6 {
    left: 50%;
  }
  .col-md-push-5 {
    left: 41.66666667%;
  }
  .col-md-push-4 {
    left: 33.33333333%;
  }
  .col-md-push-3 {
    left: 25%;
  }
  .col-md-push-2 {
    left: 16.66666667%;
  }
  .col-md-push-1 {
    left: 8.33333333%;
  }
  .col-md-push-0 {
    left: auto;
  }
  .col-md-offset-12 {
    margin-left: 100%;
  }
  .col-md-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-md-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-md-offset-9 {
    margin-left: 75%;
  }
  .col-md-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-md-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-md-offset-6 {
    margin-left: 50%;
  }
  .col-md-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-md-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-md-offset-3 {
    margin-left: 25%;
  }
  .col-md-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-md-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-md-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 1200px) {
  .col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
    float: left;
  }
  .col-lg-12 {
    width: 100%;
  }
  .col-lg-11 {
    width: 91.66666667%;
  }
  .col-lg-10 {
    width: 83.33333333%;
  }
  .col-lg-9 {
    width: 75%;
  }
  .col-lg-8 {
    width: 66.66666667%;
  }
  .col-lg-7 {
    width: 58.33333333%;
  }
  .col-lg-6 {
    width: 50%;
  }
  .col-lg-5 {
    width: 41.66666667%;
  }
  .col-lg-4 {
    width: 33.33333333%;
  }
  .col-lg-3 {
    width: 25%;
  }
  .col-lg-2 {
    width: 16.66666667%;
  }
  .col-lg-1 {
    width: 8.33333333%;
  }
  .col-lg-pull-12 {
    right: 100%;
  }
  .col-lg-pull-11 {
    right: 91.66666667%;
  }
  .col-lg-pull-10 {
    right: 83.33333333%;
  }
  .col-lg-pull-9 {
    right: 75%;
  }
  .col-lg-pull-8 {
    right: 66.66666667%;
  }
  .col-lg-pull-7 {
    right: 58.33333333%;
  }
  .col-lg-pull-6 {
    right: 50%;
  }
  .col-lg-pull-5 {
    right: 41.66666667%;
  }
  .col-lg-pull-4 {
    right: 33.33333333%;
  }
  .col-lg-pull-3 {
    right: 25%;
  }
  .col-lg-pull-2 {
    right: 16.66666667%;
  }
  .col-lg-pull-1 {
    right: 8.33333333%;
  }
  .col-lg-pull-0 {
    right: auto;
  }
  .col-lg-push-12 {
    left: 100%;
  }
  .col-lg-push-11 {
    left: 91.66666667%;
  }
  .col-lg-push-10 {
    left: 83.33333333%;
  }
  .col-lg-push-9 {
    left: 75%;
  }
  .col-lg-push-8 {
    left: 66.66666667%;
  }
  .col-lg-push-7 {
    left: 58.33333333%;
  }
  .col-lg-push-6 {
    left: 50%;
  }
  .col-lg-push-5 {
    left: 41.66666667%;
  }
  .col-lg-push-4 {
    left: 33.33333333%;
  }
  .col-lg-push-3 {
    left: 25%;
  }
  .col-lg-push-2 {
    left: 16.66666667%;
  }
  .col-lg-push-1 {
    left: 8.33333333%;
  }
  .col-lg-push-0 {
    left: auto;
  }
  .col-lg-offset-12 {
    margin-left: 100%;
  }
  .col-lg-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-lg-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-lg-offset-9 {
    margin-left: 75%;
  }
  .col-lg-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-lg-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-lg-offset-6 {
    margin-left: 50%;
  }
  .col-lg-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-lg-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-lg-offset-3 {
    margin-left: 25%;
  }
  .col-lg-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-lg-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-lg-offset-0 {
    margin-left: 0%;
  }
}
table {
  background-color: transparent;
}
caption {
  padding-top: 8px;
  padding-bottom: 8px;
  color: #777777;
  text-align: left;
}
th {
  text-align: left;
}
.table {
  width: 100%;
  max-width: 100%;
  margin-bottom: 18px;
}
.table > thead > tr > th,
.table > tbody > tr > th,
.table > tfoot > tr > th,
.table > thead > tr > td,
.table > tbody > tr > td,
.table > tfoot > tr > td {
  padding: 8px;
  line-height: 1.42857143;
  vertical-align: top;
  border-top: 1px solid #ddd;
}
.table > thead > tr > th {
  vertical-align: bottom;
  border-bottom: 2px solid #ddd;
}
.table > caption + thead > tr:first-child > th,
.table > colgroup + thead > tr:first-child > th,
.table > thead:first-child > tr:first-child > th,
.table > caption + thead > tr:first-child > td,
.table > colgroup + thead > tr:first-child > td,
.table > thead:first-child > tr:first-child > td {
  border-top: 0;
}
.table > tbody + tbody {
  border-top: 2px solid #ddd;
}
.table .table {
  background-color: #fff;
}
.table-condensed > thead > tr > th,
.table-condensed > tbody > tr > th,
.table-condensed > tfoot > tr > th,
.table-condensed > thead > tr > td,
.table-condensed > tbody > tr > td,
.table-condensed > tfoot > tr > td {
  padding: 5px;
}
.table-bordered {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > tbody > tr > th,
.table-bordered > tfoot > tr > th,
.table-bordered > thead > tr > td,
.table-bordered > tbody > tr > td,
.table-bordered > tfoot > tr > td {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > thead > tr > td {
  border-bottom-width: 2px;
}
.table-striped > tbody > tr:nth-of-type(odd) {
  background-color: #f9f9f9;
}
.table-hover > tbody > tr:hover {
  background-color: #f5f5f5;
}
table col[class*="col-"] {
  position: static;
  float: none;
  display: table-column;
}
table td[class*="col-"],
table th[class*="col-"] {
  position: static;
  float: none;
  display: table-cell;
}
.table > thead > tr > td.active,
.table > tbody > tr > td.active,
.table > tfoot > tr > td.active,
.table > thead > tr > th.active,
.table > tbody > tr > th.active,
.table > tfoot > tr > th.active,
.table > thead > tr.active > td,
.table > tbody > tr.active > td,
.table > tfoot > tr.active > td,
.table > thead > tr.active > th,
.table > tbody > tr.active > th,
.table > tfoot > tr.active > th {
  background-color: #f5f5f5;
}
.table-hover > tbody > tr > td.active:hover,
.table-hover > tbody > tr > th.active:hover,
.table-hover > tbody > tr.active:hover > td,
.table-hover > tbody > tr:hover > .active,
.table-hover > tbody > tr.active:hover > th {
  background-color: #e8e8e8;
}
.table > thead > tr > td.success,
.table > tbody > tr > td.success,
.table > tfoot > tr > td.success,
.table > thead > tr > th.success,
.table > tbody > tr > th.success,
.table > tfoot > tr > th.success,
.table > thead > tr.success > td,
.table > tbody > tr.success > td,
.table > tfoot > tr.success > td,
.table > thead > tr.success > th,
.table > tbody > tr.success > th,
.table > tfoot > tr.success > th {
  background-color: #dff0d8;
}
.table-hover > tbody > tr > td.success:hover,
.table-hover > tbody > tr > th.success:hover,
.table-hover > tbody > tr.success:hover > td,
.table-hover > tbody > tr:hover > .success,
.table-hover > tbody > tr.success:hover > th {
  background-color: #d0e9c6;
}
.table > thead > tr > td.info,
.table > tbody > tr > td.info,
.table > tfoot > tr > td.info,
.table > thead > tr > th.info,
.table > tbody > tr > th.info,
.table > tfoot > tr > th.info,
.table > thead > tr.info > td,
.table > tbody > tr.info > td,
.table > tfoot > tr.info > td,
.table > thead > tr.info > th,
.table > tbody > tr.info > th,
.table > tfoot > tr.info > th {
  background-color: #d9edf7;
}
.table-hover > tbody > tr > td.info:hover,
.table-hover > tbody > tr > th.info:hover,
.table-hover > tbody > tr.info:hover > td,
.table-hover > tbody > tr:hover > .info,
.table-hover > tbody > tr.info:hover > th {
  background-color: #c4e3f3;
}
.table > thead > tr > td.warning,
.table > tbody > tr > td.warning,
.table > tfoot > tr > td.warning,
.table > thead > tr > th.warning,
.table > tbody > tr > th.warning,
.table > tfoot > tr > th.warning,
.table > thead > tr.warning > td,
.table > tbody > tr.warning > td,
.table > tfoot > tr.warning > td,
.table > thead > tr.warning > th,
.table > tbody > tr.warning > th,
.table > tfoot > tr.warning > th {
  background-color: #fcf8e3;
}
.table-hover > tbody > tr > td.warning:hover,
.table-hover > tbody > tr > th.warning:hover,
.table-hover > tbody > tr.warning:hover > td,
.table-hover > tbody > tr:hover > .warning,
.table-hover > tbody > tr.warning:hover > th {
  background-color: #faf2cc;
}
.table > thead > tr > td.danger,
.table > tbody > tr > td.danger,
.table > tfoot > tr > td.danger,
.table > thead > tr > th.danger,
.table > tbody > tr > th.danger,
.table > tfoot > tr > th.danger,
.table > thead > tr.danger > td,
.table > tbody > tr.danger > td,
.table > tfoot > tr.danger > td,
.table > thead > tr.danger > th,
.table > tbody > tr.danger > th,
.table > tfoot > tr.danger > th {
  background-color: #f2dede;
}
.table-hover > tbody > tr > td.danger:hover,
.table-hover > tbody > tr > th.danger:hover,
.table-hover > tbody > tr.danger:hover > td,
.table-hover > tbody > tr:hover > .danger,
.table-hover > tbody > tr.danger:hover > th {
  background-color: #ebcccc;
}
.table-responsive {
  overflow-x: auto;
  min-height: 0.01%;
}
@media screen and (max-width: 767px) {
  .table-responsive {
    width: 100%;
    margin-bottom: 13.5px;
    overflow-y: hidden;
    -ms-overflow-style: -ms-autohiding-scrollbar;
    border: 1px solid #ddd;
  }
  .table-responsive > .table {
    margin-bottom: 0;
  }
  .table-responsive > .table > thead > tr > th,
  .table-responsive > .table > tbody > tr > th,
  .table-responsive > .table > tfoot > tr > th,
  .table-responsive > .table > thead > tr > td,
  .table-responsive > .table > tbody > tr > td,
  .table-responsive > .table > tfoot > tr > td {
    white-space: nowrap;
  }
  .table-responsive > .table-bordered {
    border: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:first-child,
  .table-responsive > .table-bordered > tbody > tr > th:first-child,
  .table-responsive > .table-bordered > tfoot > tr > th:first-child,
  .table-responsive > .table-bordered > thead > tr > td:first-child,
  .table-responsive > .table-bordered > tbody > tr > td:first-child,
  .table-responsive > .table-bordered > tfoot > tr > td:first-child {
    border-left: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:last-child,
  .table-responsive > .table-bordered > tbody > tr > th:last-child,
  .table-responsive > .table-bordered > tfoot > tr > th:last-child,
  .table-responsive > .table-bordered > thead > tr > td:last-child,
  .table-responsive > .table-bordered > tbody > tr > td:last-child,
  .table-responsive > .table-bordered > tfoot > tr > td:last-child {
    border-right: 0;
  }
  .table-responsive > .table-bordered > tbody > tr:last-child > th,
  .table-responsive > .table-bordered > tfoot > tr:last-child > th,
  .table-responsive > .table-bordered > tbody > tr:last-child > td,
  .table-responsive > .table-bordered > tfoot > tr:last-child > td {
    border-bottom: 0;
  }
}
fieldset {
  padding: 0;
  margin: 0;
  border: 0;
  min-width: 0;
}
legend {
  display: block;
  width: 100%;
  padding: 0;
  margin-bottom: 18px;
  font-size: 19.5px;
  line-height: inherit;
  color: #333333;
  border: 0;
  border-bottom: 1px solid #e5e5e5;
}
label {
  display: inline-block;
  max-width: 100%;
  margin-bottom: 5px;
  font-weight: bold;
}
input[type="search"] {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
input[type="radio"],
input[type="checkbox"] {
  margin: 4px 0 0;
  margin-top: 1px \9;
  line-height: normal;
}
input[type="file"] {
  display: block;
}
input[type="range"] {
  display: block;
  width: 100%;
}
select[multiple],
select[size] {
  height: auto;
}
input[type="file"]:focus,
input[type="radio"]:focus,
input[type="checkbox"]:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
output {
  display: block;
  padding-top: 7px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
}
.form-control {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
}
.form-control:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.form-control::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.form-control:-ms-input-placeholder {
  color: #999;
}
.form-control::-webkit-input-placeholder {
  color: #999;
}
.form-control::-ms-expand {
  border: 0;
  background-color: transparent;
}
.form-control[disabled],
.form-control[readonly],
fieldset[disabled] .form-control {
  background-color: #eeeeee;
  opacity: 1;
}
.form-control[disabled],
fieldset[disabled] .form-control {
  cursor: not-allowed;
}
textarea.form-control {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: none;
}
@media screen and (-webkit-min-device-pixel-ratio: 0) {
  input[type="date"].form-control,
  input[type="time"].form-control,
  input[type="datetime-local"].form-control,
  input[type="month"].form-control {
    line-height: 32px;
  }
  input[type="date"].input-sm,
  input[type="time"].input-sm,
  input[type="datetime-local"].input-sm,
  input[type="month"].input-sm,
  .input-group-sm input[type="date"],
  .input-group-sm input[type="time"],
  .input-group-sm input[type="datetime-local"],
  .input-group-sm input[type="month"] {
    line-height: 30px;
  }
  input[type="date"].input-lg,
  input[type="time"].input-lg,
  input[type="datetime-local"].input-lg,
  input[type="month"].input-lg,
  .input-group-lg input[type="date"],
  .input-group-lg input[type="time"],
  .input-group-lg input[type="datetime-local"],
  .input-group-lg input[type="month"] {
    line-height: 45px;
  }
}
.form-group {
  margin-bottom: 15px;
}
.radio,
.checkbox {
  position: relative;
  display: block;
  margin-top: 10px;
  margin-bottom: 10px;
}
.radio label,
.checkbox label {
  min-height: 18px;
  padding-left: 20px;
  margin-bottom: 0;
  font-weight: normal;
  cursor: pointer;
}
.radio input[type="radio"],
.radio-inline input[type="radio"],
.checkbox input[type="checkbox"],
.checkbox-inline input[type="checkbox"] {
  position: absolute;
  margin-left: -20px;
  margin-top: 4px \9;
}
.radio + .radio,
.checkbox + .checkbox {
  margin-top: -5px;
}
.radio-inline,
.checkbox-inline {
  position: relative;
  display: inline-block;
  padding-left: 20px;
  margin-bottom: 0;
  vertical-align: middle;
  font-weight: normal;
  cursor: pointer;
}
.radio-inline + .radio-inline,
.checkbox-inline + .checkbox-inline {
  margin-top: 0;
  margin-left: 10px;
}
input[type="radio"][disabled],
input[type="checkbox"][disabled],
input[type="radio"].disabled,
input[type="checkbox"].disabled,
fieldset[disabled] input[type="radio"],
fieldset[disabled] input[type="checkbox"] {
  cursor: not-allowed;
}
.radio-inline.disabled,
.checkbox-inline.disabled,
fieldset[disabled] .radio-inline,
fieldset[disabled] .checkbox-inline {
  cursor: not-allowed;
}
.radio.disabled label,
.checkbox.disabled label,
fieldset[disabled] .radio label,
fieldset[disabled] .checkbox label {
  cursor: not-allowed;
}
.form-control-static {
  padding-top: 7px;
  padding-bottom: 7px;
  margin-bottom: 0;
  min-height: 31px;
}
.form-control-static.input-lg,
.form-control-static.input-sm {
  padding-left: 0;
  padding-right: 0;
}
.input-sm {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-sm {
  height: 30px;
  line-height: 30px;
}
textarea.input-sm,
select[multiple].input-sm {
  height: auto;
}
.form-group-sm .form-control {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.form-group-sm select.form-control {
  height: 30px;
  line-height: 30px;
}
.form-group-sm textarea.form-control,
.form-group-sm select[multiple].form-control {
  height: auto;
}
.form-group-sm .form-control-static {
  height: 30px;
  min-height: 30px;
  padding: 6px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.input-lg {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-lg {
  height: 45px;
  line-height: 45px;
}
textarea.input-lg,
select[multiple].input-lg {
  height: auto;
}
.form-group-lg .form-control {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.form-group-lg select.form-control {
  height: 45px;
  line-height: 45px;
}
.form-group-lg textarea.form-control,
.form-group-lg select[multiple].form-control {
  height: auto;
}
.form-group-lg .form-control-static {
  height: 45px;
  min-height: 35px;
  padding: 11px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.has-feedback {
  position: relative;
}
.has-feedback .form-control {
  padding-right: 40px;
}
.form-control-feedback {
  position: absolute;
  top: 0;
  right: 0;
  z-index: 2;
  display: block;
  width: 32px;
  height: 32px;
  line-height: 32px;
  text-align: center;
  pointer-events: none;
}
.input-lg + .form-control-feedback,
.input-group-lg + .form-control-feedback,
.form-group-lg .form-control + .form-control-feedback {
  width: 45px;
  height: 45px;
  line-height: 45px;
}
.input-sm + .form-control-feedback,
.input-group-sm + .form-control-feedback,
.form-group-sm .form-control + .form-control-feedback {
  width: 30px;
  height: 30px;
  line-height: 30px;
}
.has-success .help-block,
.has-success .control-label,
.has-success .radio,
.has-success .checkbox,
.has-success .radio-inline,
.has-success .checkbox-inline,
.has-success.radio label,
.has-success.checkbox label,
.has-success.radio-inline label,
.has-success.checkbox-inline label {
  color: #3c763d;
}
.has-success .form-control {
  border-color: #3c763d;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-success .form-control:focus {
  border-color: #2b542c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
}
.has-success .input-group-addon {
  color: #3c763d;
  border-color: #3c763d;
  background-color: #dff0d8;
}
.has-success .form-control-feedback {
  color: #3c763d;
}
.has-warning .help-block,
.has-warning .control-label,
.has-warning .radio,
.has-warning .checkbox,
.has-warning .radio-inline,
.has-warning .checkbox-inline,
.has-warning.radio label,
.has-warning.checkbox label,
.has-warning.radio-inline label,
.has-warning.checkbox-inline label {
  color: #8a6d3b;
}
.has-warning .form-control {
  border-color: #8a6d3b;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-warning .form-control:focus {
  border-color: #66512c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
}
.has-warning .input-group-addon {
  color: #8a6d3b;
  border-color: #8a6d3b;
  background-color: #fcf8e3;
}
.has-warning .form-control-feedback {
  color: #8a6d3b;
}
.has-error .help-block,
.has-error .control-label,
.has-error .radio,
.has-error .checkbox,
.has-error .radio-inline,
.has-error .checkbox-inline,
.has-error.radio label,
.has-error.checkbox label,
.has-error.radio-inline label,
.has-error.checkbox-inline label {
  color: #a94442;
}
.has-error .form-control {
  border-color: #a94442;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-error .form-control:focus {
  border-color: #843534;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
}
.has-error .input-group-addon {
  color: #a94442;
  border-color: #a94442;
  background-color: #f2dede;
}
.has-error .form-control-feedback {
  color: #a94442;
}
.has-feedback label ~ .form-control-feedback {
  top: 23px;
}
.has-feedback label.sr-only ~ .form-control-feedback {
  top: 0;
}
.help-block {
  display: block;
  margin-top: 5px;
  margin-bottom: 10px;
  color: #404040;
}
@media (min-width: 768px) {
  .form-inline .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .form-inline .form-control-static {
    display: inline-block;
  }
  .form-inline .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .form-inline .input-group .input-group-addon,
  .form-inline .input-group .input-group-btn,
  .form-inline .input-group .form-control {
    width: auto;
  }
  .form-inline .input-group > .form-control {
    width: 100%;
  }
  .form-inline .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio,
  .form-inline .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio label,
  .form-inline .checkbox label {
    padding-left: 0;
  }
  .form-inline .radio input[type="radio"],
  .form-inline .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .form-inline .has-feedback .form-control-feedback {
    top: 0;
  }
}
.form-horizontal .radio,
.form-horizontal .checkbox,
.form-horizontal .radio-inline,
.form-horizontal .checkbox-inline {
  margin-top: 0;
  margin-bottom: 0;
  padding-top: 7px;
}
.form-horizontal .radio,
.form-horizontal .checkbox {
  min-height: 25px;
}
.form-horizontal .form-group {
  margin-left: 0px;
  margin-right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .control-label {
    text-align: right;
    margin-bottom: 0;
    padding-top: 7px;
  }
}
.form-horizontal .has-feedback .form-control-feedback {
  right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .form-group-lg .control-label {
    padding-top: 11px;
    font-size: 17px;
  }
}
@media (min-width: 768px) {
  .form-horizontal .form-group-sm .control-label {
    padding-top: 6px;
    font-size: 12px;
  }
}
.btn {
  display: inline-block;
  margin-bottom: 0;
  font-weight: normal;
  text-align: center;
  vertical-align: middle;
  touch-action: manipulation;
  cursor: pointer;
  background-image: none;
  border: 1px solid transparent;
  white-space: nowrap;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  border-radius: 2px;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}
.btn:focus,
.btn:active:focus,
.btn.active:focus,
.btn.focus,
.btn:active.focus,
.btn.active.focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
.btn:hover,
.btn:focus,
.btn.focus {
  color: #333;
  text-decoration: none;
}
.btn:active,
.btn.active {
  outline: 0;
  background-image: none;
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn.disabled,
.btn[disabled],
fieldset[disabled] .btn {
  cursor: not-allowed;
  opacity: 0.65;
  filter: alpha(opacity=65);
  -webkit-box-shadow: none;
  box-shadow: none;
}
a.btn.disabled,
fieldset[disabled] a.btn {
  pointer-events: none;
}
.btn-default {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.btn-default:focus,
.btn-default.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.btn-default:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active:hover,
.btn-default.active:hover,
.open > .dropdown-toggle.btn-default:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.open > .dropdown-toggle.btn-default:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn-default.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  background-image: none;
}
.btn-default.disabled:hover,
.btn-default[disabled]:hover,
fieldset[disabled] .btn-default:hover,
.btn-default.disabled:focus,
.btn-default[disabled]:focus,
fieldset[disabled] .btn-default:focus,
.btn-default.disabled.focus,
.btn-default[disabled].focus,
fieldset[disabled] .btn-default.focus {
  background-color: #fff;
  border-color: #ccc;
}
.btn-default .badge {
  color: #fff;
  background-color: #333;
}
.btn-primary {
  color: #fff;
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary:focus,
.btn-primary.focus {
  color: #fff;
  background-color: #286090;
  border-color: #122b40;
}
.btn-primary:hover {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active:hover,
.btn-primary.active:hover,
.open > .dropdown-toggle.btn-primary:hover,
.btn-primary:active:focus,
.btn-primary.active:focus,
.open > .dropdown-toggle.btn-primary:focus,
.btn-primary:active.focus,
.btn-primary.active.focus,
.open > .dropdown-toggle.btn-primary.focus {
  color: #fff;
  background-color: #204d74;
  border-color: #122b40;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  background-image: none;
}
.btn-primary.disabled:hover,
.btn-primary[disabled]:hover,
fieldset[disabled] .btn-primary:hover,
.btn-primary.disabled:focus,
.btn-primary[disabled]:focus,
fieldset[disabled] .btn-primary:focus,
.btn-primary.disabled.focus,
.btn-primary[disabled].focus,
fieldset[disabled] .btn-primary.focus {
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary .badge {
  color: #337ab7;
  background-color: #fff;
}
.btn-success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success:focus,
.btn-success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.btn-success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active:hover,
.btn-success.active:hover,
.open > .dropdown-toggle.btn-success:hover,
.btn-success:active:focus,
.btn-success.active:focus,
.open > .dropdown-toggle.btn-success:focus,
.btn-success:active.focus,
.btn-success.active.focus,
.open > .dropdown-toggle.btn-success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  background-image: none;
}
.btn-success.disabled:hover,
.btn-success[disabled]:hover,
fieldset[disabled] .btn-success:hover,
.btn-success.disabled:focus,
.btn-success[disabled]:focus,
fieldset[disabled] .btn-success:focus,
.btn-success.disabled.focus,
.btn-success[disabled].focus,
fieldset[disabled] .btn-success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.btn-info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info:focus,
.btn-info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.btn-info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active:hover,
.btn-info.active:hover,
.open > .dropdown-toggle.btn-info:hover,
.btn-info:active:focus,
.btn-info.active:focus,
.open > .dropdown-toggle.btn-info:focus,
.btn-info:active.focus,
.btn-info.active.focus,
.open > .dropdown-toggle.btn-info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  background-image: none;
}
.btn-info.disabled:hover,
.btn-info[disabled]:hover,
fieldset[disabled] .btn-info:hover,
.btn-info.disabled:focus,
.btn-info[disabled]:focus,
fieldset[disabled] .btn-info:focus,
.btn-info.disabled.focus,
.btn-info[disabled].focus,
fieldset[disabled] .btn-info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.btn-warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning:focus,
.btn-warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.btn-warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active:hover,
.btn-warning.active:hover,
.open > .dropdown-toggle.btn-warning:hover,
.btn-warning:active:focus,
.btn-warning.active:focus,
.open > .dropdown-toggle.btn-warning:focus,
.btn-warning:active.focus,
.btn-warning.active.focus,
.open > .dropdown-toggle.btn-warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  background-image: none;
}
.btn-warning.disabled:hover,
.btn-warning[disabled]:hover,
fieldset[disabled] .btn-warning:hover,
.btn-warning.disabled:focus,
.btn-warning[disabled]:focus,
fieldset[disabled] .btn-warning:focus,
.btn-warning.disabled.focus,
.btn-warning[disabled].focus,
fieldset[disabled] .btn-warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.btn-danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger:focus,
.btn-danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.btn-danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active:hover,
.btn-danger.active:hover,
.open > .dropdown-toggle.btn-danger:hover,
.btn-danger:active:focus,
.btn-danger.active:focus,
.open > .dropdown-toggle.btn-danger:focus,
.btn-danger:active.focus,
.btn-danger.active.focus,
.open > .dropdown-toggle.btn-danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  background-image: none;
}
.btn-danger.disabled:hover,
.btn-danger[disabled]:hover,
fieldset[disabled] .btn-danger:hover,
.btn-danger.disabled:focus,
.btn-danger[disabled]:focus,
fieldset[disabled] .btn-danger:focus,
.btn-danger.disabled.focus,
.btn-danger[disabled].focus,
fieldset[disabled] .btn-danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger .badge {
  color: #d9534f;
  background-color: #fff;
}
.btn-link {
  color: #337ab7;
  font-weight: normal;
  border-radius: 0;
}
.btn-link,
.btn-link:active,
.btn-link.active,
.btn-link[disabled],
fieldset[disabled] .btn-link {
  background-color: transparent;
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn-link,
.btn-link:hover,
.btn-link:focus,
.btn-link:active {
  border-color: transparent;
}
.btn-link:hover,
.btn-link:focus {
  color: #23527c;
  text-decoration: underline;
  background-color: transparent;
}
.btn-link[disabled]:hover,
fieldset[disabled] .btn-link:hover,
.btn-link[disabled]:focus,
fieldset[disabled] .btn-link:focus {
  color: #777777;
  text-decoration: none;
}
.btn-lg,
.btn-group-lg > .btn {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.btn-sm,
.btn-group-sm > .btn {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-xs,
.btn-group-xs > .btn {
  padding: 1px 5px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-block {
  display: block;
  width: 100%;
}
.btn-block + .btn-block {
  margin-top: 5px;
}
input[type="submit"].btn-block,
input[type="reset"].btn-block,
input[type="button"].btn-block {
  width: 100%;
}
.fade {
  opacity: 0;
  -webkit-transition: opacity 0.15s linear;
  -o-transition: opacity 0.15s linear;
  transition: opacity 0.15s linear;
}
.fade.in {
  opacity: 1;
}
.collapse {
  display: none;
}
.collapse.in {
  display: block;
}
tr.collapse.in {
  display: table-row;
}
tbody.collapse.in {
  display: table-row-group;
}
.collapsing {
  position: relative;
  height: 0;
  overflow: hidden;
  -webkit-transition-property: height, visibility;
  transition-property: height, visibility;
  -webkit-transition-duration: 0.35s;
  transition-duration: 0.35s;
  -webkit-transition-timing-function: ease;
  transition-timing-function: ease;
}
.caret {
  display: inline-block;
  width: 0;
  height: 0;
  margin-left: 2px;
  vertical-align: middle;
  border-top: 4px dashed;
  border-top: 4px solid \9;
  border-right: 4px solid transparent;
  border-left: 4px solid transparent;
}
.dropup,
.dropdown {
  position: relative;
}
.dropdown-toggle:focus {
  outline: 0;
}
.dropdown-menu {
  position: absolute;
  top: 100%;
  left: 0;
  z-index: 1000;
  display: none;
  float: left;
  min-width: 160px;
  padding: 5px 0;
  margin: 2px 0 0;
  list-style: none;
  font-size: 13px;
  text-align: left;
  background-color: #fff;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.15);
  border-radius: 2px;
  -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  background-clip: padding-box;
}
.dropdown-menu.pull-right {
  right: 0;
  left: auto;
}
.dropdown-menu .divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.dropdown-menu > li > a {
  display: block;
  padding: 3px 20px;
  clear: both;
  font-weight: normal;
  line-height: 1.42857143;
  color: #333333;
  white-space: nowrap;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
  text-decoration: none;
  color: #262626;
  background-color: #f5f5f5;
}
.dropdown-menu > .active > a,
.dropdown-menu > .active > a:hover,
.dropdown-menu > .active > a:focus {
  color: #fff;
  text-decoration: none;
  outline: 0;
  background-color: #337ab7;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  color: #777777;
}
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  text-decoration: none;
  background-color: transparent;
  background-image: none;
  filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
  cursor: not-allowed;
}
.open > .dropdown-menu {
  display: block;
}
.open > a {
  outline: 0;
}
.dropdown-menu-right {
  left: auto;
  right: 0;
}
.dropdown-menu-left {
  left: 0;
  right: auto;
}
.dropdown-header {
  display: block;
  padding: 3px 20px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #777777;
  white-space: nowrap;
}
.dropdown-backdrop {
  position: fixed;
  left: 0;
  right: 0;
  bottom: 0;
  top: 0;
  z-index: 990;
}
.pull-right > .dropdown-menu {
  right: 0;
  left: auto;
}
.dropup .caret,
.navbar-fixed-bottom .dropdown .caret {
  border-top: 0;
  border-bottom: 4px dashed;
  border-bottom: 4px solid \9;
  content: "";
}
.dropup .dropdown-menu,
.navbar-fixed-bottom .dropdown .dropdown-menu {
  top: auto;
  bottom: 100%;
  margin-bottom: 2px;
}
@media (min-width: 541px) {
  .navbar-right .dropdown-menu {
    left: auto;
    right: 0;
  }
  .navbar-right .dropdown-menu-left {
    left: 0;
    right: auto;
  }
}
.btn-group,
.btn-group-vertical {
  position: relative;
  display: inline-block;
  vertical-align: middle;
}
.btn-group > .btn,
.btn-group-vertical > .btn {
  position: relative;
  float: left;
}
.btn-group > .btn:hover,
.btn-group-vertical > .btn:hover,
.btn-group > .btn:focus,
.btn-group-vertical > .btn:focus,
.btn-group > .btn:active,
.btn-group-vertical > .btn:active,
.btn-group > .btn.active,
.btn-group-vertical > .btn.active {
  z-index: 2;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
  margin-left: -1px;
}
.btn-toolbar {
  margin-left: -5px;
}
.btn-toolbar .btn,
.btn-toolbar .btn-group,
.btn-toolbar .input-group {
  float: left;
}
.btn-toolbar > .btn,
.btn-toolbar > .btn-group,
.btn-toolbar > .input-group {
  margin-left: 5px;
}
.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
  border-radius: 0;
}
.btn-group > .btn:first-child {
  margin-left: 0;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn:last-child:not(:first-child),
.btn-group > .dropdown-toggle:not(:first-child) {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group > .btn-group {
  float: left;
}
.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group .dropdown-toggle:active,
.btn-group.open .dropdown-toggle {
  outline: 0;
}
.btn-group > .btn + .dropdown-toggle {
  padding-left: 8px;
  padding-right: 8px;
}
.btn-group > .btn-lg + .dropdown-toggle {
  padding-left: 12px;
  padding-right: 12px;
}
.btn-group.open .dropdown-toggle {
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn-group.open .dropdown-toggle.btn-link {
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn .caret {
  margin-left: 0;
}
.btn-lg .caret {
  border-width: 5px 5px 0;
  border-bottom-width: 0;
}
.dropup .btn-lg .caret {
  border-width: 0 5px 5px;
}
.btn-group-vertical > .btn,
.btn-group-vertical > .btn-group,
.btn-group-vertical > .btn-group > .btn {
  display: block;
  float: none;
  width: 100%;
  max-width: 100%;
}
.btn-group-vertical > .btn-group > .btn {
  float: none;
}
.btn-group-vertical > .btn + .btn,
.btn-group-vertical > .btn + .btn-group,
.btn-group-vertical > .btn-group + .btn,
.btn-group-vertical > .btn-group + .btn-group {
  margin-top: -1px;
  margin-left: 0;
}
.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.btn-group-vertical > .btn:first-child:not(:last-child) {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn:last-child:not(:first-child) {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.btn-group-justified {
  display: table;
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
}
.btn-group-justified > .btn,
.btn-group-justified > .btn-group {
  float: none;
  display: table-cell;
  width: 1%;
}
.btn-group-justified > .btn-group .btn {
  width: 100%;
}
.btn-group-justified > .btn-group .dropdown-menu {
  left: auto;
}
[data-toggle="buttons"] > .btn input[type="radio"],
[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
[data-toggle="buttons"] > .btn input[type="checkbox"],
[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
  position: absolute;
  clip: rect(0, 0, 0, 0);
  pointer-events: none;
}
.input-group {
  position: relative;
  display: table;
  border-collapse: separate;
}
.input-group[class*="col-"] {
  float: none;
  padding-left: 0;
  padding-right: 0;
}
.input-group .form-control {
  position: relative;
  z-index: 2;
  float: left;
  width: 100%;
  margin-bottom: 0;
}
.input-group .form-control:focus {
  z-index: 3;
}
.input-group-lg > .form-control,
.input-group-lg > .input-group-addon,
.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-group-lg > .form-control,
select.input-group-lg > .input-group-addon,
select.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  line-height: 45px;
}
textarea.input-group-lg > .form-control,
textarea.input-group-lg > .input-group-addon,
textarea.input-group-lg > .input-group-btn > .btn,
select[multiple].input-group-lg > .form-control,
select[multiple].input-group-lg > .input-group-addon,
select[multiple].input-group-lg > .input-group-btn > .btn {
  height: auto;
}
.input-group-sm > .form-control,
.input-group-sm > .input-group-addon,
.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-group-sm > .form-control,
select.input-group-sm > .input-group-addon,
select.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  line-height: 30px;
}
textarea.input-group-sm > .form-control,
textarea.input-group-sm > .input-group-addon,
textarea.input-group-sm > .input-group-btn > .btn,
select[multiple].input-group-sm > .form-control,
select[multiple].input-group-sm > .input-group-addon,
select[multiple].input-group-sm > .input-group-btn > .btn {
  height: auto;
}
.input-group-addon,
.input-group-btn,
.input-group .form-control {
  display: table-cell;
}
.input-group-addon:not(:first-child):not(:last-child),
.input-group-btn:not(:first-child):not(:last-child),
.input-group .form-control:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.input-group-addon,
.input-group-btn {
  width: 1%;
  white-space: nowrap;
  vertical-align: middle;
}
.input-group-addon {
  padding: 6px 12px;
  font-size: 13px;
  font-weight: normal;
  line-height: 1;
  color: #555555;
  text-align: center;
  background-color: #eeeeee;
  border: 1px solid #ccc;
  border-radius: 2px;
}
.input-group-addon.input-sm {
  padding: 5px 10px;
  font-size: 12px;
  border-radius: 1px;
}
.input-group-addon.input-lg {
  padding: 10px 16px;
  font-size: 17px;
  border-radius: 3px;
}
.input-group-addon input[type="radio"],
.input-group-addon input[type="checkbox"] {
  margin-top: 0;
}
.input-group .form-control:first-child,
.input-group-addon:first-child,
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group > .btn,
.input-group-btn:first-child > .dropdown-toggle,
.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.input-group-addon:first-child {
  border-right: 0;
}
.input-group .form-control:last-child,
.input-group-addon:last-child,
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group > .btn,
.input-group-btn:last-child > .dropdown-toggle,
.input-group-btn:first-child > .btn:not(:first-child),
.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.input-group-addon:last-child {
  border-left: 0;
}
.input-group-btn {
  position: relative;
  font-size: 0;
  white-space: nowrap;
}
.input-group-btn > .btn {
  position: relative;
}
.input-group-btn > .btn + .btn {
  margin-left: -1px;
}
.input-group-btn > .btn:hover,
.input-group-btn > .btn:focus,
.input-group-btn > .btn:active {
  z-index: 2;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
  margin-right: -1px;
}
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group {
  z-index: 2;
  margin-left: -1px;
}
.nav {
  margin-bottom: 0;
  padding-left: 0;
  list-style: none;
}
.nav > li {
  position: relative;
  display: block;
}
.nav > li > a {
  position: relative;
  display: block;
  padding: 10px 15px;
}
.nav > li > a:hover,
.nav > li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.nav > li.disabled > a {
  color: #777777;
}
.nav > li.disabled > a:hover,
.nav > li.disabled > a:focus {
  color: #777777;
  text-decoration: none;
  background-color: transparent;
  cursor: not-allowed;
}
.nav .open > a,
.nav .open > a:hover,
.nav .open > a:focus {
  background-color: #eeeeee;
  border-color: #337ab7;
}
.nav .nav-divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.nav > li > a > img {
  max-width: none;
}
.nav-tabs {
  border-bottom: 1px solid #ddd;
}
.nav-tabs > li {
  float: left;
  margin-bottom: -1px;
}
.nav-tabs > li > a {
  margin-right: 2px;
  line-height: 1.42857143;
  border: 1px solid transparent;
  border-radius: 2px 2px 0 0;
}
.nav-tabs > li > a:hover {
  border-color: #eeeeee #eeeeee #ddd;
}
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
  color: #555555;
  background-color: #fff;
  border: 1px solid #ddd;
  border-bottom-color: transparent;
  cursor: default;
}
.nav-tabs.nav-justified {
  width: 100%;
  border-bottom: 0;
}
.nav-tabs.nav-justified > li {
  float: none;
}
.nav-tabs.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-tabs.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-tabs.nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs.nav-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs.nav-justified > .active > a,
.nav-tabs.nav-justified > .active > a:hover,
.nav-tabs.nav-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs.nav-justified > .active > a,
  .nav-tabs.nav-justified > .active > a:hover,
  .nav-tabs.nav-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.nav-pills > li {
  float: left;
}
.nav-pills > li > a {
  border-radius: 2px;
}
.nav-pills > li + li {
  margin-left: 2px;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
  color: #fff;
  background-color: #337ab7;
}
.nav-stacked > li {
  float: none;
}
.nav-stacked > li + li {
  margin-top: 2px;
  margin-left: 0;
}
.nav-justified {
  width: 100%;
}
.nav-justified > li {
  float: none;
}
.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs-justified {
  border-bottom: 0;
}
.nav-tabs-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs-justified > .active > a,
.nav-tabs-justified > .active > a:hover,
.nav-tabs-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs-justified > .active > a,
  .nav-tabs-justified > .active > a:hover,
  .nav-tabs-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.tab-content > .tab-pane {
  display: none;
}
.tab-content > .active {
  display: block;
}
.nav-tabs .dropdown-menu {
  margin-top: -1px;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar {
  position: relative;
  min-height: 30px;
  margin-bottom: 18px;
  border: 1px solid transparent;
}
@media (min-width: 541px) {
  .navbar {
    border-radius: 2px;
  }
}
@media (min-width: 541px) {
  .navbar-header {
    float: left;
  }
}
.navbar-collapse {
  overflow-x: visible;
  padding-right: 0px;
  padding-left: 0px;
  border-top: 1px solid transparent;
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
  -webkit-overflow-scrolling: touch;
}
.navbar-collapse.in {
  overflow-y: auto;
}
@media (min-width: 541px) {
  .navbar-collapse {
    width: auto;
    border-top: 0;
    box-shadow: none;
  }
  .navbar-collapse.collapse {
    display: block !important;
    height: auto !important;
    padding-bottom: 0;
    overflow: visible !important;
  }
  .navbar-collapse.in {
    overflow-y: visible;
  }
  .navbar-fixed-top .navbar-collapse,
  .navbar-static-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    padding-left: 0;
    padding-right: 0;
  }
}
.navbar-fixed-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
  max-height: 340px;
}
@media (max-device-width: 540px) and (orientation: landscape) {
  .navbar-fixed-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    max-height: 200px;
  }
}
.container > .navbar-header,
.container-fluid > .navbar-header,
.container > .navbar-collapse,
.container-fluid > .navbar-collapse {
  margin-right: 0px;
  margin-left: 0px;
}
@media (min-width: 541px) {
  .container > .navbar-header,
  .container-fluid > .navbar-header,
  .container > .navbar-collapse,
  .container-fluid > .navbar-collapse {
    margin-right: 0;
    margin-left: 0;
  }
}
.navbar-static-top {
  z-index: 1000;
  border-width: 0 0 1px;
}
@media (min-width: 541px) {
  .navbar-static-top {
    border-radius: 0;
  }
}
.navbar-fixed-top,
.navbar-fixed-bottom {
  position: fixed;
  right: 0;
  left: 0;
  z-index: 1030;
}
@media (min-width: 541px) {
  .navbar-fixed-top,
  .navbar-fixed-bottom {
    border-radius: 0;
  }
}
.navbar-fixed-top {
  top: 0;
  border-width: 0 0 1px;
}
.navbar-fixed-bottom {
  bottom: 0;
  margin-bottom: 0;
  border-width: 1px 0 0;
}
.navbar-brand {
  float: left;
  padding: 6px 0px;
  font-size: 17px;
  line-height: 18px;
  height: 30px;
}
.navbar-brand:hover,
.navbar-brand:focus {
  text-decoration: none;
}
.navbar-brand > img {
  display: block;
}
@media (min-width: 541px) {
  .navbar > .container .navbar-brand,
  .navbar > .container-fluid .navbar-brand {
    margin-left: 0px;
  }
}
.navbar-toggle {
  position: relative;
  float: right;
  margin-right: 0px;
  padding: 9px 10px;
  margin-top: -2px;
  margin-bottom: -2px;
  background-color: transparent;
  background-image: none;
  border: 1px solid transparent;
  border-radius: 2px;
}
.navbar-toggle:focus {
  outline: 0;
}
.navbar-toggle .icon-bar {
  display: block;
  width: 22px;
  height: 2px;
  border-radius: 1px;
}
.navbar-toggle .icon-bar + .icon-bar {
  margin-top: 4px;
}
@media (min-width: 541px) {
  .navbar-toggle {
    display: none;
  }
}
.navbar-nav {
  margin: 3px 0px;
}
.navbar-nav > li > a {
  padding-top: 10px;
  padding-bottom: 10px;
  line-height: 18px;
}
@media (max-width: 540px) {
  .navbar-nav .open .dropdown-menu {
    position: static;
    float: none;
    width: auto;
    margin-top: 0;
    background-color: transparent;
    border: 0;
    box-shadow: none;
  }
  .navbar-nav .open .dropdown-menu > li > a,
  .navbar-nav .open .dropdown-menu .dropdown-header {
    padding: 5px 15px 5px 25px;
  }
  .navbar-nav .open .dropdown-menu > li > a {
    line-height: 18px;
  }
  .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-nav .open .dropdown-menu > li > a:focus {
    background-image: none;
  }
}
@media (min-width: 541px) {
  .navbar-nav {
    float: left;
    margin: 0;
  }
  .navbar-nav > li {
    float: left;
  }
  .navbar-nav > li > a {
    padding-top: 6px;
    padding-bottom: 6px;
  }
}
.navbar-form {
  margin-left: 0px;
  margin-right: 0px;
  padding: 10px 0px;
  border-top: 1px solid transparent;
  border-bottom: 1px solid transparent;
  -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  margin-top: -1px;
  margin-bottom: -1px;
}
@media (min-width: 768px) {
  .navbar-form .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .navbar-form .form-control-static {
    display: inline-block;
  }
  .navbar-form .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .navbar-form .input-group .input-group-addon,
  .navbar-form .input-group .input-group-btn,
  .navbar-form .input-group .form-control {
    width: auto;
  }
  .navbar-form .input-group > .form-control {
    width: 100%;
  }
  .navbar-form .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio,
  .navbar-form .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio label,
  .navbar-form .checkbox label {
    padding-left: 0;
  }
  .navbar-form .radio input[type="radio"],
  .navbar-form .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .navbar-form .has-feedback .form-control-feedback {
    top: 0;
  }
}
@media (max-width: 540px) {
  .navbar-form .form-group {
    margin-bottom: 5px;
  }
  .navbar-form .form-group:last-child {
    margin-bottom: 0;
  }
}
@media (min-width: 541px) {
  .navbar-form {
    width: auto;
    border: 0;
    margin-left: 0;
    margin-right: 0;
    padding-top: 0;
    padding-bottom: 0;
    -webkit-box-shadow: none;
    box-shadow: none;
  }
}
.navbar-nav > li > .dropdown-menu {
  margin-top: 0;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
  margin-bottom: 0;
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.navbar-btn {
  margin-top: -1px;
  margin-bottom: -1px;
}
.navbar-btn.btn-sm {
  margin-top: 0px;
  margin-bottom: 0px;
}
.navbar-btn.btn-xs {
  margin-top: 4px;
  margin-bottom: 4px;
}
.navbar-text {
  margin-top: 6px;
  margin-bottom: 6px;
}
@media (min-width: 541px) {
  .navbar-text {
    float: left;
    margin-left: 0px;
    margin-right: 0px;
  }
}
@media (min-width: 541px) {
  .navbar-left {
    float: left !important;
    float: left;
  }
  .navbar-right {
    float: right !important;
    float: right;
    margin-right: 0px;
  }
  .navbar-right ~ .navbar-right {
    margin-right: 0;
  }
}
.navbar-default {
  background-color: #f8f8f8;
  border-color: #e7e7e7;
}
.navbar-default .navbar-brand {
  color: #777;
}
.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
  color: #5e5e5e;
  background-color: transparent;
}
.navbar-default .navbar-text {
  color: #777;
}
.navbar-default .navbar-nav > li > a {
  color: #777;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
  color: #333;
  background-color: transparent;
}
.navbar-default .navbar-nav > .active > a,
.navbar-default .navbar-nav > .active > a:hover,
.navbar-default .navbar-nav > .active > a:focus {
  color: #555;
  background-color: #e7e7e7;
}
.navbar-default .navbar-nav > .disabled > a,
.navbar-default .navbar-nav > .disabled > a:hover,
.navbar-default .navbar-nav > .disabled > a:focus {
  color: #ccc;
  background-color: transparent;
}
.navbar-default .navbar-toggle {
  border-color: #ddd;
}
.navbar-default .navbar-toggle:hover,
.navbar-default .navbar-toggle:focus {
  background-color: #ddd;
}
.navbar-default .navbar-toggle .icon-bar {
  background-color: #888;
}
.navbar-default .navbar-collapse,
.navbar-default .navbar-form {
  border-color: #e7e7e7;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
  background-color: #e7e7e7;
  color: #555;
}
@media (max-width: 540px) {
  .navbar-default .navbar-nav .open .dropdown-menu > li > a {
    color: #777;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #333;
    background-color: transparent;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #555;
    background-color: #e7e7e7;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #ccc;
    background-color: transparent;
  }
}
.navbar-default .navbar-link {
  color: #777;
}
.navbar-default .navbar-link:hover {
  color: #333;
}
.navbar-default .btn-link {
  color: #777;
}
.navbar-default .btn-link:hover,
.navbar-default .btn-link:focus {
  color: #333;
}
.navbar-default .btn-link[disabled]:hover,
fieldset[disabled] .navbar-default .btn-link:hover,
.navbar-default .btn-link[disabled]:focus,
fieldset[disabled] .navbar-default .btn-link:focus {
  color: #ccc;
}
.navbar-inverse {
  background-color: #222;
  border-color: #080808;
}
.navbar-inverse .navbar-brand {
  color: #9d9d9d;
}
.navbar-inverse .navbar-brand:hover,
.navbar-inverse .navbar-brand:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-text {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a:hover,
.navbar-inverse .navbar-nav > li > a:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-nav > .active > a,
.navbar-inverse .navbar-nav > .active > a:hover,
.navbar-inverse .navbar-nav > .active > a:focus {
  color: #fff;
  background-color: #080808;
}
.navbar-inverse .navbar-nav > .disabled > a,
.navbar-inverse .navbar-nav > .disabled > a:hover,
.navbar-inverse .navbar-nav > .disabled > a:focus {
  color: #444;
  background-color: transparent;
}
.navbar-inverse .navbar-toggle {
  border-color: #333;
}
.navbar-inverse .navbar-toggle:hover,
.navbar-inverse .navbar-toggle:focus {
  background-color: #333;
}
.navbar-inverse .navbar-toggle .icon-bar {
  background-color: #fff;
}
.navbar-inverse .navbar-collapse,
.navbar-inverse .navbar-form {
  border-color: #101010;
}
.navbar-inverse .navbar-nav > .open > a,
.navbar-inverse .navbar-nav > .open > a:hover,
.navbar-inverse .navbar-nav > .open > a:focus {
  background-color: #080808;
  color: #fff;
}
@media (max-width: 540px) {
  .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
    border-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
    color: #9d9d9d;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #fff;
    background-color: transparent;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #fff;
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #444;
    background-color: transparent;
  }
}
.navbar-inverse .navbar-link {
  color: #9d9d9d;
}
.navbar-inverse .navbar-link:hover {
  color: #fff;
}
.navbar-inverse .btn-link {
  color: #9d9d9d;
}
.navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link:focus {
  color: #fff;
}
.navbar-inverse .btn-link[disabled]:hover,
fieldset[disabled] .navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link[disabled]:focus,
fieldset[disabled] .navbar-inverse .btn-link:focus {
  color: #444;
}
.breadcrumb {
  padding: 8px 15px;
  margin-bottom: 18px;
  list-style: none;
  background-color: #f5f5f5;
  border-radius: 2px;
}
.breadcrumb > li {
  display: inline-block;
}
.breadcrumb > li + li:before {
  content: "/\00a0";
  padding: 0 5px;
  color: #5e5e5e;
}
.breadcrumb > .active {
  color: #777777;
}
.pagination {
  display: inline-block;
  padding-left: 0;
  margin: 18px 0;
  border-radius: 2px;
}
.pagination > li {
  display: inline;
}
.pagination > li > a,
.pagination > li > span {
  position: relative;
  float: left;
  padding: 6px 12px;
  line-height: 1.42857143;
  text-decoration: none;
  color: #337ab7;
  background-color: #fff;
  border: 1px solid #ddd;
  margin-left: -1px;
}
.pagination > li:first-child > a,
.pagination > li:first-child > span {
  margin-left: 0;
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.pagination > li:last-child > a,
.pagination > li:last-child > span {
  border-bottom-right-radius: 2px;
  border-top-right-radius: 2px;
}
.pagination > li > a:hover,
.pagination > li > span:hover,
.pagination > li > a:focus,
.pagination > li > span:focus {
  z-index: 2;
  color: #23527c;
  background-color: #eeeeee;
  border-color: #ddd;
}
.pagination > .active > a,
.pagination > .active > span,
.pagination > .active > a:hover,
.pagination > .active > span:hover,
.pagination > .active > a:focus,
.pagination > .active > span:focus {
  z-index: 3;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
  cursor: default;
}
.pagination > .disabled > span,
.pagination > .disabled > span:hover,
.pagination > .disabled > span:focus,
.pagination > .disabled > a,
.pagination > .disabled > a:hover,
.pagination > .disabled > a:focus {
  color: #777777;
  background-color: #fff;
  border-color: #ddd;
  cursor: not-allowed;
}
.pagination-lg > li > a,
.pagination-lg > li > span {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.pagination-lg > li:first-child > a,
.pagination-lg > li:first-child > span {
  border-bottom-left-radius: 3px;
  border-top-left-radius: 3px;
}
.pagination-lg > li:last-child > a,
.pagination-lg > li:last-child > span {
  border-bottom-right-radius: 3px;
  border-top-right-radius: 3px;
}
.pagination-sm > li > a,
.pagination-sm > li > span {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.pagination-sm > li:first-child > a,
.pagination-sm > li:first-child > span {
  border-bottom-left-radius: 1px;
  border-top-left-radius: 1px;
}
.pagination-sm > li:last-child > a,
.pagination-sm > li:last-child > span {
  border-bottom-right-radius: 1px;
  border-top-right-radius: 1px;
}
.pager {
  padding-left: 0;
  margin: 18px 0;
  list-style: none;
  text-align: center;
}
.pager li {
  display: inline;
}
.pager li > a,
.pager li > span {
  display: inline-block;
  padding: 5px 14px;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 15px;
}
.pager li > a:hover,
.pager li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.pager .next > a,
.pager .next > span {
  float: right;
}
.pager .previous > a,
.pager .previous > span {
  float: left;
}
.pager .disabled > a,
.pager .disabled > a:hover,
.pager .disabled > a:focus,
.pager .disabled > span {
  color: #777777;
  background-color: #fff;
  cursor: not-allowed;
}
.label {
  display: inline;
  padding: .2em .6em .3em;
  font-size: 75%;
  font-weight: bold;
  line-height: 1;
  color: #fff;
  text-align: center;
  white-space: nowrap;
  vertical-align: baseline;
  border-radius: .25em;
}
a.label:hover,
a.label:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.label:empty {
  display: none;
}
.btn .label {
  position: relative;
  top: -1px;
}
.label-default {
  background-color: #777777;
}
.label-default[href]:hover,
.label-default[href]:focus {
  background-color: #5e5e5e;
}
.label-primary {
  background-color: #337ab7;
}
.label-primary[href]:hover,
.label-primary[href]:focus {
  background-color: #286090;
}
.label-success {
  background-color: #5cb85c;
}
.label-success[href]:hover,
.label-success[href]:focus {
  background-color: #449d44;
}
.label-info {
  background-color: #5bc0de;
}
.label-info[href]:hover,
.label-info[href]:focus {
  background-color: #31b0d5;
}
.label-warning {
  background-color: #f0ad4e;
}
.label-warning[href]:hover,
.label-warning[href]:focus {
  background-color: #ec971f;
}
.label-danger {
  background-color: #d9534f;
}
.label-danger[href]:hover,
.label-danger[href]:focus {
  background-color: #c9302c;
}
.badge {
  display: inline-block;
  min-width: 10px;
  padding: 3px 7px;
  font-size: 12px;
  font-weight: bold;
  color: #fff;
  line-height: 1;
  vertical-align: middle;
  white-space: nowrap;
  text-align: center;
  background-color: #777777;
  border-radius: 10px;
}
.badge:empty {
  display: none;
}
.btn .badge {
  position: relative;
  top: -1px;
}
.btn-xs .badge,
.btn-group-xs > .btn .badge {
  top: 0;
  padding: 1px 5px;
}
a.badge:hover,
a.badge:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.list-group-item.active > .badge,
.nav-pills > .active > a > .badge {
  color: #337ab7;
  background-color: #fff;
}
.list-group-item > .badge {
  float: right;
}
.list-group-item > .badge + .badge {
  margin-right: 5px;
}
.nav-pills > li > a > .badge {
  margin-left: 3px;
}
.jumbotron {
  padding-top: 30px;
  padding-bottom: 30px;
  margin-bottom: 30px;
  color: inherit;
  background-color: #eeeeee;
}
.jumbotron h1,
.jumbotron .h1 {
  color: inherit;
}
.jumbotron p {
  margin-bottom: 15px;
  font-size: 20px;
  font-weight: 200;
}
.jumbotron > hr {
  border-top-color: #d5d5d5;
}
.container .jumbotron,
.container-fluid .jumbotron {
  border-radius: 3px;
  padding-left: 0px;
  padding-right: 0px;
}
.jumbotron .container {
  max-width: 100%;
}
@media screen and (min-width: 768px) {
  .jumbotron {
    padding-top: 48px;
    padding-bottom: 48px;
  }
  .container .jumbotron,
  .container-fluid .jumbotron {
    padding-left: 60px;
    padding-right: 60px;
  }
  .jumbotron h1,
  .jumbotron .h1 {
    font-size: 59px;
  }
}
.thumbnail {
  display: block;
  padding: 4px;
  margin-bottom: 18px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: border 0.2s ease-in-out;
  -o-transition: border 0.2s ease-in-out;
  transition: border 0.2s ease-in-out;
}
.thumbnail > img,
.thumbnail a > img {
  margin-left: auto;
  margin-right: auto;
}
a.thumbnail:hover,
a.thumbnail:focus,
a.thumbnail.active {
  border-color: #337ab7;
}
.thumbnail .caption {
  padding: 9px;
  color: #000;
}
.alert {
  padding: 15px;
  margin-bottom: 18px;
  border: 1px solid transparent;
  border-radius: 2px;
}
.alert h4 {
  margin-top: 0;
  color: inherit;
}
.alert .alert-link {
  font-weight: bold;
}
.alert > p,
.alert > ul {
  margin-bottom: 0;
}
.alert > p + p {
  margin-top: 5px;
}
.alert-dismissable,
.alert-dismissible {
  padding-right: 35px;
}
.alert-dismissable .close,
.alert-dismissible .close {
  position: relative;
  top: -2px;
  right: -21px;
  color: inherit;
}
.alert-success {
  background-color: #dff0d8;
  border-color: #d6e9c6;
  color: #3c763d;
}
.alert-success hr {
  border-top-color: #c9e2b3;
}
.alert-success .alert-link {
  color: #2b542c;
}
.alert-info {
  background-color: #d9edf7;
  border-color: #bce8f1;
  color: #31708f;
}
.alert-info hr {
  border-top-color: #a6e1ec;
}
.alert-info .alert-link {
  color: #245269;
}
.alert-warning {
  background-color: #fcf8e3;
  border-color: #faebcc;
  color: #8a6d3b;
}
.alert-warning hr {
  border-top-color: #f7e1b5;
}
.alert-warning .alert-link {
  color: #66512c;
}
.alert-danger {
  background-color: #f2dede;
  border-color: #ebccd1;
  color: #a94442;
}
.alert-danger hr {
  border-top-color: #e4b9c0;
}
.alert-danger .alert-link {
  color: #843534;
}
@-webkit-keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
@keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
.progress {
  overflow: hidden;
  height: 18px;
  margin-bottom: 18px;
  background-color: #f5f5f5;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
  box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
}
.progress-bar {
  float: left;
  width: 0%;
  height: 100%;
  font-size: 12px;
  line-height: 18px;
  color: #fff;
  text-align: center;
  background-color: #337ab7;
  -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  -webkit-transition: width 0.6s ease;
  -o-transition: width 0.6s ease;
  transition: width 0.6s ease;
}
.progress-striped .progress-bar,
.progress-bar-striped {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-size: 40px 40px;
}
.progress.active .progress-bar,
.progress-bar.active {
  -webkit-animation: progress-bar-stripes 2s linear infinite;
  -o-animation: progress-bar-stripes 2s linear infinite;
  animation: progress-bar-stripes 2s linear infinite;
}
.progress-bar-success {
  background-color: #5cb85c;
}
.progress-striped .progress-bar-success {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-info {
  background-color: #5bc0de;
}
.progress-striped .progress-bar-info {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-warning {
  background-color: #f0ad4e;
}
.progress-striped .progress-bar-warning {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-danger {
  background-color: #d9534f;
}
.progress-striped .progress-bar-danger {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.media {
  margin-top: 15px;
}
.media:first-child {
  margin-top: 0;
}
.media,
.media-body {
  zoom: 1;
  overflow: hidden;
}
.media-body {
  width: 10000px;
}
.media-object {
  display: block;
}
.media-object.img-thumbnail {
  max-width: none;
}
.media-right,
.media > .pull-right {
  padding-left: 10px;
}
.media-left,
.media > .pull-left {
  padding-right: 10px;
}
.media-left,
.media-right,
.media-body {
  display: table-cell;
  vertical-align: top;
}
.media-middle {
  vertical-align: middle;
}
.media-bottom {
  vertical-align: bottom;
}
.media-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.media-list {
  padding-left: 0;
  list-style: none;
}
.list-group {
  margin-bottom: 20px;
  padding-left: 0;
}
.list-group-item {
  position: relative;
  display: block;
  padding: 10px 15px;
  margin-bottom: -1px;
  background-color: #fff;
  border: 1px solid #ddd;
}
.list-group-item:first-child {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
}
.list-group-item:last-child {
  margin-bottom: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
a.list-group-item,
button.list-group-item {
  color: #555;
}
a.list-group-item .list-group-item-heading,
button.list-group-item .list-group-item-heading {
  color: #333;
}
a.list-group-item:hover,
button.list-group-item:hover,
a.list-group-item:focus,
button.list-group-item:focus {
  text-decoration: none;
  color: #555;
  background-color: #f5f5f5;
}
button.list-group-item {
  width: 100%;
  text-align: left;
}
.list-group-item.disabled,
.list-group-item.disabled:hover,
.list-group-item.disabled:focus {
  background-color: #eeeeee;
  color: #777777;
  cursor: not-allowed;
}
.list-group-item.disabled .list-group-item-heading,
.list-group-item.disabled:hover .list-group-item-heading,
.list-group-item.disabled:focus .list-group-item-heading {
  color: inherit;
}
.list-group-item.disabled .list-group-item-text,
.list-group-item.disabled:hover .list-group-item-text,
.list-group-item.disabled:focus .list-group-item-text {
  color: #777777;
}
.list-group-item.active,
.list-group-item.active:hover,
.list-group-item.active:focus {
  z-index: 2;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.list-group-item.active .list-group-item-heading,
.list-group-item.active:hover .list-group-item-heading,
.list-group-item.active:focus .list-group-item-heading,
.list-group-item.active .list-group-item-heading > small,
.list-group-item.active:hover .list-group-item-heading > small,
.list-group-item.active:focus .list-group-item-heading > small,
.list-group-item.active .list-group-item-heading > .small,
.list-group-item.active:hover .list-group-item-heading > .small,
.list-group-item.active:focus .list-group-item-heading > .small {
  color: inherit;
}
.list-group-item.active .list-group-item-text,
.list-group-item.active:hover .list-group-item-text,
.list-group-item.active:focus .list-group-item-text {
  color: #c7ddef;
}
.list-group-item-success {
  color: #3c763d;
  background-color: #dff0d8;
}
a.list-group-item-success,
button.list-group-item-success {
  color: #3c763d;
}
a.list-group-item-success .list-group-item-heading,
button.list-group-item-success .list-group-item-heading {
  color: inherit;
}
a.list-group-item-success:hover,
button.list-group-item-success:hover,
a.list-group-item-success:focus,
button.list-group-item-success:focus {
  color: #3c763d;
  background-color: #d0e9c6;
}
a.list-group-item-success.active,
button.list-group-item-success.active,
a.list-group-item-success.active:hover,
button.list-group-item-success.active:hover,
a.list-group-item-success.active:focus,
button.list-group-item-success.active:focus {
  color: #fff;
  background-color: #3c763d;
  border-color: #3c763d;
}
.list-group-item-info {
  color: #31708f;
  background-color: #d9edf7;
}
a.list-group-item-info,
button.list-group-item-info {
  color: #31708f;
}
a.list-group-item-info .list-group-item-heading,
button.list-group-item-info .list-group-item-heading {
  color: inherit;
}
a.list-group-item-info:hover,
button.list-group-item-info:hover,
a.list-group-item-info:focus,
button.list-group-item-info:focus {
  color: #31708f;
  background-color: #c4e3f3;
}
a.list-group-item-info.active,
button.list-group-item-info.active,
a.list-group-item-info.active:hover,
button.list-group-item-info.active:hover,
a.list-group-item-info.active:focus,
button.list-group-item-info.active:focus {
  color: #fff;
  background-color: #31708f;
  border-color: #31708f;
}
.list-group-item-warning {
  color: #8a6d3b;
  background-color: #fcf8e3;
}
a.list-group-item-warning,
button.list-group-item-warning {
  color: #8a6d3b;
}
a.list-group-item-warning .list-group-item-heading,
button.list-group-item-warning .list-group-item-heading {
  color: inherit;
}
a.list-group-item-warning:hover,
button.list-group-item-warning:hover,
a.list-group-item-warning:focus,
button.list-group-item-warning:focus {
  color: #8a6d3b;
  background-color: #faf2cc;
}
a.list-group-item-warning.active,
button.list-group-item-warning.active,
a.list-group-item-warning.active:hover,
button.list-group-item-warning.active:hover,
a.list-group-item-warning.active:focus,
button.list-group-item-warning.active:focus {
  color: #fff;
  background-color: #8a6d3b;
  border-color: #8a6d3b;
}
.list-group-item-danger {
  color: #a94442;
  background-color: #f2dede;
}
a.list-group-item-danger,
button.list-group-item-danger {
  color: #a94442;
}
a.list-group-item-danger .list-group-item-heading,
button.list-group-item-danger .list-group-item-heading {
  color: inherit;
}
a.list-group-item-danger:hover,
button.list-group-item-danger:hover,
a.list-group-item-danger:focus,
button.list-group-item-danger:focus {
  color: #a94442;
  background-color: #ebcccc;
}
a.list-group-item-danger.active,
button.list-group-item-danger.active,
a.list-group-item-danger.active:hover,
button.list-group-item-danger.active:hover,
a.list-group-item-danger.active:focus,
button.list-group-item-danger.active:focus {
  color: #fff;
  background-color: #a94442;
  border-color: #a94442;
}
.list-group-item-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.list-group-item-text {
  margin-bottom: 0;
  line-height: 1.3;
}
.panel {
  margin-bottom: 18px;
  background-color: #fff;
  border: 1px solid transparent;
  border-radius: 2px;
  -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
}
.panel-body {
  padding: 15px;
}
.panel-heading {
  padding: 10px 15px;
  border-bottom: 1px solid transparent;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel-heading > .dropdown .dropdown-toggle {
  color: inherit;
}
.panel-title {
  margin-top: 0;
  margin-bottom: 0;
  font-size: 15px;
  color: inherit;
}
.panel-title > a,
.panel-title > small,
.panel-title > .small,
.panel-title > small > a,
.panel-title > .small > a {
  color: inherit;
}
.panel-footer {
  padding: 10px 15px;
  background-color: #f5f5f5;
  border-top: 1px solid #ddd;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .list-group,
.panel > .panel-collapse > .list-group {
  margin-bottom: 0;
}
.panel > .list-group .list-group-item,
.panel > .panel-collapse > .list-group .list-group-item {
  border-width: 1px 0;
  border-radius: 0;
}
.panel > .list-group:first-child .list-group-item:first-child,
.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
  border-top: 0;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .list-group:last-child .list-group-item:last-child,
.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
  border-bottom: 0;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.panel-heading + .list-group .list-group-item:first-child {
  border-top-width: 0;
}
.list-group + .panel-footer {
  border-top-width: 0;
}
.panel > .table,
.panel > .table-responsive > .table,
.panel > .panel-collapse > .table {
  margin-bottom: 0;
}
.panel > .table caption,
.panel > .table-responsive > .table caption,
.panel > .panel-collapse > .table caption {
  padding-left: 15px;
  padding-right: 15px;
}
.panel > .table:first-child,
.panel > .table-responsive:first-child > .table:first-child {
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
  border-top-left-radius: 1px;
  border-top-right-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
  border-top-right-radius: 1px;
}
.panel > .table:last-child,
.panel > .table-responsive:last-child > .table:last-child {
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
  border-bottom-left-radius: 1px;
  border-bottom-right-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
  border-bottom-right-radius: 1px;
}
.panel > .panel-body + .table,
.panel > .panel-body + .table-responsive,
.panel > .table + .panel-body,
.panel > .table-responsive + .panel-body {
  border-top: 1px solid #ddd;
}
.panel > .table > tbody:first-child > tr:first-child th,
.panel > .table > tbody:first-child > tr:first-child td {
  border-top: 0;
}
.panel > .table-bordered,
.panel > .table-responsive > .table-bordered {
  border: 0;
}
.panel > .table-bordered > thead > tr > th:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
.panel > .table-bordered > tbody > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
.panel > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-bordered > thead > tr > td:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
.panel > .table-bordered > tbody > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
.panel > .table-bordered > tfoot > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
  border-left: 0;
}
.panel > .table-bordered > thead > tr > th:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
.panel > .table-bordered > tbody > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
.panel > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-bordered > thead > tr > td:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
.panel > .table-bordered > tbody > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
.panel > .table-bordered > tfoot > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
  border-right: 0;
}
.panel > .table-bordered > thead > tr:first-child > td,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
.panel > .table-bordered > tbody > tr:first-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
.panel > .table-bordered > thead > tr:first-child > th,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
.panel > .table-bordered > tbody > tr:first-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
  border-bottom: 0;
}
.panel > .table-bordered > tbody > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
.panel > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-bordered > tbody > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
.panel > .table-bordered > tfoot > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
  border-bottom: 0;
}
.panel > .table-responsive {
  border: 0;
  margin-bottom: 0;
}
.panel-group {
  margin-bottom: 18px;
}
.panel-group .panel {
  margin-bottom: 0;
  border-radius: 2px;
}
.panel-group .panel + .panel {
  margin-top: 5px;
}
.panel-group .panel-heading {
  border-bottom: 0;
}
.panel-group .panel-heading + .panel-collapse > .panel-body,
.panel-group .panel-heading + .panel-collapse > .list-group {
  border-top: 1px solid #ddd;
}
.panel-group .panel-footer {
  border-top: 0;
}
.panel-group .panel-footer + .panel-collapse .panel-body {
  border-bottom: 1px solid #ddd;
}
.panel-default {
  border-color: #ddd;
}
.panel-default > .panel-heading {
  color: #333333;
  background-color: #f5f5f5;
  border-color: #ddd;
}
.panel-default > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ddd;
}
.panel-default > .panel-heading .badge {
  color: #f5f5f5;
  background-color: #333333;
}
.panel-default > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ddd;
}
.panel-primary {
  border-color: #337ab7;
}
.panel-primary > .panel-heading {
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.panel-primary > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #337ab7;
}
.panel-primary > .panel-heading .badge {
  color: #337ab7;
  background-color: #fff;
}
.panel-primary > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #337ab7;
}
.panel-success {
  border-color: #d6e9c6;
}
.panel-success > .panel-heading {
  color: #3c763d;
  background-color: #dff0d8;
  border-color: #d6e9c6;
}
.panel-success > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #d6e9c6;
}
.panel-success > .panel-heading .badge {
  color: #dff0d8;
  background-color: #3c763d;
}
.panel-success > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #d6e9c6;
}
.panel-info {
  border-color: #bce8f1;
}
.panel-info > .panel-heading {
  color: #31708f;
  background-color: #d9edf7;
  border-color: #bce8f1;
}
.panel-info > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #bce8f1;
}
.panel-info > .panel-heading .badge {
  color: #d9edf7;
  background-color: #31708f;
}
.panel-info > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #bce8f1;
}
.panel-warning {
  border-color: #faebcc;
}
.panel-warning > .panel-heading {
  color: #8a6d3b;
  background-color: #fcf8e3;
  border-color: #faebcc;
}
.panel-warning > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #faebcc;
}
.panel-warning > .panel-heading .badge {
  color: #fcf8e3;
  background-color: #8a6d3b;
}
.panel-warning > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #faebcc;
}
.panel-danger {
  border-color: #ebccd1;
}
.panel-danger > .panel-heading {
  color: #a94442;
  background-color: #f2dede;
  border-color: #ebccd1;
}
.panel-danger > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ebccd1;
}
.panel-danger > .panel-heading .badge {
  color: #f2dede;
  background-color: #a94442;
}
.panel-danger > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ebccd1;
}
.embed-responsive {
  position: relative;
  display: block;
  height: 0;
  padding: 0;
  overflow: hidden;
}
.embed-responsive .embed-responsive-item,
.embed-responsive iframe,
.embed-responsive embed,
.embed-responsive object,
.embed-responsive video {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  height: 100%;
  width: 100%;
  border: 0;
}
.embed-responsive-16by9 {
  padding-bottom: 56.25%;
}
.embed-responsive-4by3 {
  padding-bottom: 75%;
}
.well {
  min-height: 20px;
  padding: 19px;
  margin-bottom: 20px;
  background-color: #f5f5f5;
  border: 1px solid #e3e3e3;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
}
.well blockquote {
  border-color: #ddd;
  border-color: rgba(0, 0, 0, 0.15);
}
.well-lg {
  padding: 24px;
  border-radius: 3px;
}
.well-sm {
  padding: 9px;
  border-radius: 1px;
}
.close {
  float: right;
  font-size: 19.5px;
  font-weight: bold;
  line-height: 1;
  color: #000;
  text-shadow: 0 1px 0 #fff;
  opacity: 0.2;
  filter: alpha(opacity=20);
}
.close:hover,
.close:focus {
  color: #000;
  text-decoration: none;
  cursor: pointer;
  opacity: 0.5;
  filter: alpha(opacity=50);
}
button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
}
.modal-open {
  overflow: hidden;
}
.modal {
  display: none;
  overflow: hidden;
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1050;
  -webkit-overflow-scrolling: touch;
  outline: 0;
}
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, -25%);
  -ms-transform: translate(0, -25%);
  -o-transform: translate(0, -25%);
  transform: translate(0, -25%);
  -webkit-transition: -webkit-transform 0.3s ease-out;
  -moz-transition: -moz-transform 0.3s ease-out;
  -o-transition: -o-transform 0.3s ease-out;
  transition: transform 0.3s ease-out;
}
.modal.in .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
.modal-open .modal {
  overflow-x: hidden;
  overflow-y: auto;
}
.modal-dialog {
  position: relative;
  width: auto;
  margin: 10px;
}
.modal-content {
  position: relative;
  background-color: #fff;
  border: 1px solid #999;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  background-clip: padding-box;
  outline: 0;
}
.modal-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1040;
  background-color: #000;
}
.modal-backdrop.fade {
  opacity: 0;
  filter: alpha(opacity=0);
}
.modal-backdrop.in {
  opacity: 0.5;
  filter: alpha(opacity=50);
}
.modal-header {
  padding: 15px;
  border-bottom: 1px solid #e5e5e5;
}
.modal-header .close {
  margin-top: -2px;
}
.modal-title {
  margin: 0;
  line-height: 1.42857143;
}
.modal-body {
  position: relative;
  padding: 15px;
}
.modal-footer {
  padding: 15px;
  text-align: right;
  border-top: 1px solid #e5e5e5;
}
.modal-footer .btn + .btn {
  margin-left: 5px;
  margin-bottom: 0;
}
.modal-footer .btn-group .btn + .btn {
  margin-left: -1px;
}
.modal-footer .btn-block + .btn-block {
  margin-left: 0;
}
.modal-scrollbar-measure {
  position: absolute;
  top: -9999px;
  width: 50px;
  height: 50px;
  overflow: scroll;
}
@media (min-width: 768px) {
  .modal-dialog {
    width: 600px;
    margin: 30px auto;
  }
  .modal-content {
    -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
    box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
  }
  .modal-sm {
    width: 300px;
  }
}
@media (min-width: 992px) {
  .modal-lg {
    width: 900px;
  }
}
.tooltip {
  position: absolute;
  z-index: 1070;
  display: block;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 12px;
  opacity: 0;
  filter: alpha(opacity=0);
}
.tooltip.in {
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.tooltip.top {
  margin-top: -3px;
  padding: 5px 0;
}
.tooltip.right {
  margin-left: 3px;
  padding: 0 5px;
}
.tooltip.bottom {
  margin-top: 3px;
  padding: 5px 0;
}
.tooltip.left {
  margin-left: -3px;
  padding: 0 5px;
}
.tooltip-inner {
  max-width: 200px;
  padding: 3px 8px;
  color: #fff;
  text-align: center;
  background-color: #000;
  border-radius: 2px;
}
.tooltip-arrow {
  position: absolute;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.tooltip.top .tooltip-arrow {
  bottom: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-left .tooltip-arrow {
  bottom: 0;
  right: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-right .tooltip-arrow {
  bottom: 0;
  left: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.right .tooltip-arrow {
  top: 50%;
  left: 0;
  margin-top: -5px;
  border-width: 5px 5px 5px 0;
  border-right-color: #000;
}
.tooltip.left .tooltip-arrow {
  top: 50%;
  right: 0;
  margin-top: -5px;
  border-width: 5px 0 5px 5px;
  border-left-color: #000;
}
.tooltip.bottom .tooltip-arrow {
  top: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-left .tooltip-arrow {
  top: 0;
  right: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-right .tooltip-arrow {
  top: 0;
  left: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.popover {
  position: absolute;
  top: 0;
  left: 0;
  z-index: 1060;
  display: none;
  max-width: 276px;
  padding: 1px;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 13px;
  background-color: #fff;
  background-clip: padding-box;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
  box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
}
.popover.top {
  margin-top: -10px;
}
.popover.right {
  margin-left: 10px;
}
.popover.bottom {
  margin-top: 10px;
}
.popover.left {
  margin-left: -10px;
}
.popover-title {
  margin: 0;
  padding: 8px 14px;
  font-size: 13px;
  background-color: #f7f7f7;
  border-bottom: 1px solid #ebebeb;
  border-radius: 2px 2px 0 0;
}
.popover-content {
  padding: 9px 14px;
}
.popover > .arrow,
.popover > .arrow:after {
  position: absolute;
  display: block;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.popover > .arrow {
  border-width: 11px;
}
.popover > .arrow:after {
  border-width: 10px;
  content: "";
}
.popover.top > .arrow {
  left: 50%;
  margin-left: -11px;
  border-bottom-width: 0;
  border-top-color: #999999;
  border-top-color: rgba(0, 0, 0, 0.25);
  bottom: -11px;
}
.popover.top > .arrow:after {
  content: " ";
  bottom: 1px;
  margin-left: -10px;
  border-bottom-width: 0;
  border-top-color: #fff;
}
.popover.right > .arrow {
  top: 50%;
  left: -11px;
  margin-top: -11px;
  border-left-width: 0;
  border-right-color: #999999;
  border-right-color: rgba(0, 0, 0, 0.25);
}
.popover.right > .arrow:after {
  content: " ";
  left: 1px;
  bottom: -10px;
  border-left-width: 0;
  border-right-color: #fff;
}
.popover.bottom > .arrow {
  left: 50%;
  margin-left: -11px;
  border-top-width: 0;
  border-bottom-color: #999999;
  border-bottom-color: rgba(0, 0, 0, 0.25);
  top: -11px;
}
.popover.bottom > .arrow:after {
  content: " ";
  top: 1px;
  margin-left: -10px;
  border-top-width: 0;
  border-bottom-color: #fff;
}
.popover.left > .arrow {
  top: 50%;
  right: -11px;
  margin-top: -11px;
  border-right-width: 0;
  border-left-color: #999999;
  border-left-color: rgba(0, 0, 0, 0.25);
}
.popover.left > .arrow:after {
  content: " ";
  right: 1px;
  border-right-width: 0;
  border-left-color: #fff;
  bottom: -10px;
}
.carousel {
  position: relative;
}
.carousel-inner {
  position: relative;
  overflow: hidden;
  width: 100%;
}
.carousel-inner > .item {
  display: none;
  position: relative;
  -webkit-transition: 0.6s ease-in-out left;
  -o-transition: 0.6s ease-in-out left;
  transition: 0.6s ease-in-out left;
}
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  line-height: 1;
}
@media all and (transform-3d), (-webkit-transform-3d) {
  .carousel-inner > .item {
    -webkit-transition: -webkit-transform 0.6s ease-in-out;
    -moz-transition: -moz-transform 0.6s ease-in-out;
    -o-transition: -o-transform 0.6s ease-in-out;
    transition: transform 0.6s ease-in-out;
    -webkit-backface-visibility: hidden;
    -moz-backface-visibility: hidden;
    backface-visibility: hidden;
    -webkit-perspective: 1000px;
    -moz-perspective: 1000px;
    perspective: 1000px;
  }
  .carousel-inner > .item.next,
  .carousel-inner > .item.active.right {
    -webkit-transform: translate3d(100%, 0, 0);
    transform: translate3d(100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.prev,
  .carousel-inner > .item.active.left {
    -webkit-transform: translate3d(-100%, 0, 0);
    transform: translate3d(-100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.next.left,
  .carousel-inner > .item.prev.right,
  .carousel-inner > .item.active {
    -webkit-transform: translate3d(0, 0, 0);
    transform: translate3d(0, 0, 0);
    left: 0;
  }
}
.carousel-inner > .active,
.carousel-inner > .next,
.carousel-inner > .prev {
  display: block;
}
.carousel-inner > .active {
  left: 0;
}
.carousel-inner > .next,
.carousel-inner > .prev {
  position: absolute;
  top: 0;
  width: 100%;
}
.carousel-inner > .next {
  left: 100%;
}
.carousel-inner > .prev {
  left: -100%;
}
.carousel-inner > .next.left,
.carousel-inner > .prev.right {
  left: 0;
}
.carousel-inner > .active.left {
  left: -100%;
}
.carousel-inner > .active.right {
  left: 100%;
}
.carousel-control {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  width: 15%;
  opacity: 0.5;
  filter: alpha(opacity=50);
  font-size: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
  background-color: rgba(0, 0, 0, 0);
}
.carousel-control.left {
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
}
.carousel-control.right {
  left: auto;
  right: 0;
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
}
.carousel-control:hover,
.carousel-control:focus {
  outline: 0;
  color: #fff;
  text-decoration: none;
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.carousel-control .icon-prev,
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right {
  position: absolute;
  top: 50%;
  margin-top: -10px;
  z-index: 5;
  display: inline-block;
}
.carousel-control .icon-prev,
.carousel-control .glyphicon-chevron-left {
  left: 50%;
  margin-left: -10px;
}
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-right {
  right: 50%;
  margin-right: -10px;
}
.carousel-control .icon-prev,
.carousel-control .icon-next {
  width: 20px;
  height: 20px;
  line-height: 1;
  font-family: serif;
}
.carousel-control .icon-prev:before {
  content: '\2039';
}
.carousel-control .icon-next:before {
  content: '\203a';
}
.carousel-indicators {
  position: absolute;
  bottom: 10px;
  left: 50%;
  z-index: 15;
  width: 60%;
  margin-left: -30%;
  padding-left: 0;
  list-style: none;
  text-align: center;
}
.carousel-indicators li {
  display: inline-block;
  width: 10px;
  height: 10px;
  margin: 1px;
  text-indent: -999px;
  border: 1px solid #fff;
  border-radius: 10px;
  cursor: pointer;
  background-color: #000 \9;
  background-color: rgba(0, 0, 0, 0);
}
.carousel-indicators .active {
  margin: 0;
  width: 12px;
  height: 12px;
  background-color: #fff;
}
.carousel-caption {
  position: absolute;
  left: 15%;
  right: 15%;
  bottom: 20px;
  z-index: 10;
  padding-top: 20px;
  padding-bottom: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
}
.carousel-caption .btn {
  text-shadow: none;
}
@media screen and (min-width: 768px) {
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-prev,
  .carousel-control .icon-next {
    width: 30px;
    height: 30px;
    margin-top: -10px;
    font-size: 30px;
  }
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .icon-prev {
    margin-left: -10px;
  }
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-next {
    margin-right: -10px;
  }
  .carousel-caption {
    left: 20%;
    right: 20%;
    padding-bottom: 30px;
  }
  .carousel-indicators {
    bottom: 20px;
  }
}
.clearfix:before,
.clearfix:after,
.dl-horizontal dd:before,
.dl-horizontal dd:after,
.container:before,
.container:after,
.container-fluid:before,
.container-fluid:after,
.row:before,
.row:after,
.form-horizontal .form-group:before,
.form-horizontal .form-group:after,
.btn-toolbar:before,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:before,
.btn-group-vertical > .btn-group:after,
.nav:before,
.nav:after,
.navbar:before,
.navbar:after,
.navbar-header:before,
.navbar-header:after,
.navbar-collapse:before,
.navbar-collapse:after,
.pager:before,
.pager:after,
.panel-body:before,
.panel-body:after,
.modal-header:before,
.modal-header:after,
.modal-footer:before,
.modal-footer:after,
.item_buttons:before,
.item_buttons:after {
  content: " ";
  display: table;
}
.clearfix:after,
.dl-horizontal dd:after,
.container:after,
.container-fluid:after,
.row:after,
.form-horizontal .form-group:after,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:after,
.nav:after,
.navbar:after,
.navbar-header:after,
.navbar-collapse:after,
.pager:after,
.panel-body:after,
.modal-header:after,
.modal-footer:after,
.item_buttons:after {
  clear: both;
}
.center-block {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.pull-right {
  float: right !important;
}
.pull-left {
  float: left !important;
}
.hide {
  display: none !important;
}
.show {
  display: block !important;
}
.invisible {
  visibility: hidden;
}
.text-hide {
  font: 0/0 a;
  color: transparent;
  text-shadow: none;
  background-color: transparent;
  border: 0;
}
.hidden {
  display: none !important;
}
.affix {
  position: fixed;
}
@-ms-viewport {
  width: device-width;
}
.visible-xs,
.visible-sm,
.visible-md,
.visible-lg {
  display: none !important;
}
.visible-xs-block,
.visible-xs-inline,
.visible-xs-inline-block,
.visible-sm-block,
.visible-sm-inline,
.visible-sm-inline-block,
.visible-md-block,
.visible-md-inline,
.visible-md-inline-block,
.visible-lg-block,
.visible-lg-inline,
.visible-lg-inline-block {
  display: none !important;
}
@media (max-width: 767px) {
  .visible-xs {
    display: block !important;
  }
  table.visible-xs {
    display: table !important;
  }
  tr.visible-xs {
    display: table-row !important;
  }
  th.visible-xs,
  td.visible-xs {
    display: table-cell !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-block {
    display: block !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline {
    display: inline !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm {
    display: block !important;
  }
  table.visible-sm {
    display: table !important;
  }
  tr.visible-sm {
    display: table-row !important;
  }
  th.visible-sm,
  td.visible-sm {
    display: table-cell !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-block {
    display: block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline {
    display: inline !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md {
    display: block !important;
  }
  table.visible-md {
    display: table !important;
  }
  tr.visible-md {
    display: table-row !important;
  }
  th.visible-md,
  td.visible-md {
    display: table-cell !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-block {
    display: block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline {
    display: inline !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg {
    display: block !important;
  }
  table.visible-lg {
    display: table !important;
  }
  tr.visible-lg {
    display: table-row !important;
  }
  th.visible-lg,
  td.visible-lg {
    display: table-cell !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-block {
    display: block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline {
    display: inline !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline-block {
    display: inline-block !important;
  }
}
@media (max-width: 767px) {
  .hidden-xs {
    display: none !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .hidden-sm {
    display: none !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .hidden-md {
    display: none !important;
  }
}
@media (min-width: 1200px) {
  .hidden-lg {
    display: none !important;
  }
}
.visible-print {
  display: none !important;
}
@media print {
  .visible-print {
    display: block !important;
  }
  table.visible-print {
    display: table !important;
  }
  tr.visible-print {
    display: table-row !important;
  }
  th.visible-print,
  td.visible-print {
    display: table-cell !important;
  }
}
.visible-print-block {
  display: none !important;
}
@media print {
  .visible-print-block {
    display: block !important;
  }
}
.visible-print-inline {
  display: none !important;
}
@media print {
  .visible-print-inline {
    display: inline !important;
  }
}
.visible-print-inline-block {
  display: none !important;
}
@media print {
  .visible-print-inline-block {
    display: inline-block !important;
  }
}
@media print {
  .hidden-print {
    display: none !important;
  }
}
/*!
*
* Font Awesome
*
*/
/*!
 *  Font Awesome 4.7.0 by @davegandy - http:https://fontawesome.io - @fontawesome
 *  License - http:https://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:https://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:https://www.xcolors.net/dl/baskerville-ivorylight and
   http:https://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,
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fieldset[disabled] .notification_widget.success:hover,
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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 {
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  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,
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.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;
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.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
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.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,
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fieldset[disabled] .notification_widget.danger:hover,
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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;
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  span.autosave_status {
    font-size: x-small;
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}
.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 {
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  to {
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}
@-webkit-keyframes fadeOut {
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  }
}
@-moz-keyframes fadeIn {
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  to {
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  }
}
@-webkit-keyframes fadeIn {
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  to {
    opacity: 1;
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}
/*properties of tooltip after "expand"*/
.bigtooltip {
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  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 */
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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 */
body {
  overflow: visible;
  padding: 8px;
}

div#notebook {
  overflow: visible;
  border-top: none;
}@media print {
  div.cell {
    display: block;
    page-break-inside: avoid;
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    display: block;
    page-break-inside: avoid; 
  }
  div.output { 
    display: block;
    page-break-inside: avoid; 
  }
}
</style>

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<link rel="stylesheet" href="custom.css">

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<body>
  <div tabindex="-1" id="notebook" class="border-box-sizing">
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">cv2</span>
<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">math</span>
<span class="kn">import</span> <span class="nn">statistics</span>
<span class="kn">import</span> <span class="nn">matplotlib.image</span> <span class="k">as</span> <span class="nn">mpimg</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">os</span>
<span class="kn">import</span> <span class="nn">scipy.stats</span>
<span class="kn">from</span> <span class="nn">ttictoc</span> <span class="kn">import</span> <span class="n">tic</span><span class="p">,</span><span class="n">toc</span>
<span class="kn">from</span> <span class="nn">scipy.stats</span> <span class="kn">import</span> <span class="n">entropy</span>

<span class="n">img</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">imread</span><span class="p">(</span><span class="s1">&#39;./shadow_input/18.png&#39;</span><span class="p">)</span>
<span class="n">img_show</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">cvtColor</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="n">cv2</span><span class="o">.</span><span class="n">COLOR_BGR2RGB</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">img_show</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">axis</span><span class="p">(</span><span class="s1">&#39;off&#39;</span><span class="p">)</span>
</pre></div>

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    <div class="prompt output_prompt">Out[1]:</div>


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<pre>(-0.5, 255.5, 255.5, -0.5)</pre>
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<img 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<div class="prompt input_prompt">In&nbsp;[2]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">img</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">GaussianBlur</span><span class="p">(</span><span class="n">img</span><span class="p">,(</span><span class="mi">3</span><span class="p">,</span><span class="mi">3</span><span class="p">),</span><span class="mi">0</span><span class="p">)</span>
<span class="n">img</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">(</span><span class="n">img</span><span class="p">)</span>
<span class="n">blue</span><span class="p">,</span><span class="n">green</span><span class="p">,</span><span class="n">red</span><span class="o">=</span><span class="n">cv2</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="n">img</span><span class="p">)</span>
<span class="n">blue</span><span class="p">[</span><span class="n">blue</span><span class="o">==</span><span class="mi">0</span><span class="p">]</span><span class="o">=</span><span class="mi">1</span>
<span class="n">green</span><span class="p">[</span><span class="n">green</span><span class="o">==</span><span class="mi">0</span><span class="p">]</span><span class="o">=</span><span class="mi">1</span>
<span class="n">red</span><span class="p">[</span><span class="n">red</span><span class="o">==</span><span class="mi">0</span><span class="p">]</span><span class="o">=</span><span class="mi">1</span>

<span class="n">div</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">multiply</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">multiply</span><span class="p">(</span><span class="n">blue</span><span class="p">,</span><span class="n">green</span><span class="p">),</span><span class="n">red</span><span class="p">)</span><span class="o">**</span><span class="p">(</span><span class="mf">1.0</span><span class="o">/</span><span class="mi">3</span><span class="p">)</span>
<span class="n">b</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">log1p</span><span class="p">((</span><span class="n">blue</span><span class="o">/</span><span class="n">div</span><span class="p">)</span><span class="o">-</span><span class="mi">1</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">log1p</span><span class="p">((</span><span class="n">green</span><span class="o">/</span><span class="n">div</span><span class="p">)</span><span class="o">-</span><span class="mi">1</span><span class="p">)</span>
<span class="n">r</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">log1p</span><span class="p">((</span><span class="n">red</span><span class="o">/</span><span class="n">div</span><span class="p">)</span><span class="o">-</span><span class="mi">1</span><span class="p">)</span>

<span class="n">b1</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">atleast_3d</span><span class="p">(</span><span class="n">b</span><span class="p">)</span>
<span class="n">g1</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">atleast_3d</span><span class="p">(</span><span class="n">g</span><span class="p">)</span>
<span class="n">r1</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">atleast_3d</span><span class="p">(</span><span class="n">r</span><span class="p">)</span>
<span class="n">rho</span><span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">concatenate</span><span class="p">((</span><span class="n">r1</span><span class="p">,</span><span class="n">g1</span><span class="p">,</span><span class="n">b1</span><span class="p">),</span><span class="n">axis</span><span class="o">=</span><span class="mi">2</span><span class="p">)</span> <span class="c1">#log chromaticity on a plane, r, g, b</span>

<span class="n">U</span><span class="o">=</span><span class="p">[[</span><span class="mi">1</span><span class="o">/</span><span class="n">math</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="mi">2</span><span class="p">),</span><span class="o">-</span><span class="mi">1</span><span class="o">/</span><span class="n">math</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="mi">2</span><span class="p">),</span><span class="mi">0</span><span class="p">],[</span><span class="mi">1</span><span class="o">/</span><span class="n">math</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="mi">6</span><span class="p">),</span><span class="mi">1</span><span class="o">/</span><span class="n">math</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="mi">6</span><span class="p">),</span><span class="o">-</span><span class="mi">2</span><span class="o">/</span><span class="n">math</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="mi">6</span><span class="p">)]]</span>
<span class="n">U</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="n">U</span><span class="p">)</span>                          <span class="c1">#eigens</span>

<span class="n">chi</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">rho</span><span class="p">,</span><span class="n">U</span><span class="o">.</span><span class="n">T</span><span class="p">)</span>                    <span class="c1">#2D points on a plane orthogonal to [1,1,1]</span>

<span class="n">e_t</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">2</span><span class="p">,</span><span class="mi">181</span><span class="p">))</span>
<span class="k">for</span> <span class="n">j</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">181</span><span class="p">):</span>
    <span class="n">e_t</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="o">=</span><span class="n">math</span><span class="o">.</span><span class="n">cos</span><span class="p">(</span><span class="n">j</span><span class="o">*</span><span class="n">math</span><span class="o">.</span><span class="n">pi</span><span class="o">/</span><span class="mf">180.0</span><span class="p">)</span>
    <span class="n">e_t</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="n">j</span><span class="p">]</span><span class="o">=</span><span class="n">math</span><span class="o">.</span><span class="n">sin</span><span class="p">(</span><span class="n">j</span><span class="o">*</span><span class="n">math</span><span class="o">.</span><span class="n">pi</span><span class="o">/</span><span class="mf">180.0</span><span class="p">)</span>
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<p>Entropy Minimization (see Fig.3)</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">normfit</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">confidence</span><span class="o">=</span><span class="mf">0.9</span><span class="p">):</span>
        <span class="n">a</span> <span class="o">=</span> <span class="mf">1.0</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="n">data</span><span class="p">)</span>
        <span class="n">n</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">a</span><span class="p">)</span>
        <span class="n">m</span><span class="p">,</span> <span class="n">se</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">a</span><span class="p">),</span> <span class="n">scipy</span><span class="o">.</span><span class="n">stats</span><span class="o">.</span><span class="n">sem</span><span class="p">(</span><span class="n">a</span><span class="p">)</span>
        <span class="n">h</span> <span class="o">=</span> <span class="n">se</span> <span class="o">*</span> <span class="n">scipy</span><span class="o">.</span><span class="n">stats</span><span class="o">.</span><span class="n">t</span><span class="o">.</span><span class="n">ppf</span><span class="p">((</span><span class="mi">1</span> <span class="o">+</span> <span class="n">confidence</span><span class="p">)</span> <span class="o">/</span> <span class="mf">2.</span><span class="p">,</span> <span class="n">n</span> <span class="o">-</span> <span class="mi">1</span><span class="p">)</span>
        <span class="n">var</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">var</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">ddof</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
        <span class="n">varCI_upper</span> <span class="o">=</span> <span class="n">var</span> <span class="o">*</span> <span class="p">(</span><span class="n">n</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">scipy</span><span class="o">.</span><span class="n">stats</span><span class="o">.</span><span class="n">chi2</span><span class="o">.</span><span class="n">ppf</span><span class="p">((</span><span class="mi">1</span><span class="o">-</span><span class="n">confidence</span><span class="p">)</span> <span class="o">/</span> <span class="mi">2</span><span class="p">,</span> <span class="n">n</span> <span class="o">-</span> <span class="mi">1</span><span class="p">))</span>
        <span class="n">varCI_lower</span> <span class="o">=</span> <span class="n">var</span> <span class="o">*</span> <span class="p">(</span><span class="n">n</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">scipy</span><span class="o">.</span><span class="n">stats</span><span class="o">.</span><span class="n">chi2</span><span class="o">.</span><span class="n">ppf</span><span class="p">(</span><span class="mi">1</span><span class="o">-</span><span class="p">(</span><span class="mi">1</span><span class="o">-</span><span class="n">confidence</span><span class="p">)</span> <span class="o">/</span> <span class="mi">2</span><span class="p">,</span> <span class="n">n</span> <span class="o">-</span> <span class="mi">1</span><span class="p">))</span>
        <span class="n">sigma</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="n">var</span><span class="p">)</span>
        <span class="n">sigmaCI_lower</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="n">varCI_lower</span><span class="p">)</span>
        <span class="n">sigmaCI_upper</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="n">varCI_upper</span><span class="p">)</span>
        <span class="k">return</span> <span class="n">m</span><span class="p">,</span> <span class="n">sigma</span><span class="p">,</span> <span class="p">[</span><span class="n">m</span> <span class="o">-</span> <span class="n">h</span><span class="p">,</span> <span class="n">m</span> <span class="o">+</span> <span class="n">h</span><span class="p">],</span> <span class="p">[</span><span class="n">sigmaCI_lower</span><span class="p">,</span> <span class="n">sigmaCI_upper</span><span class="p">]</span>
<span class="n">Y</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">chi</span><span class="p">,</span><span class="n">e_t</span><span class="p">)</span>
<span class="n">nel</span><span class="o">=</span><span class="n">img</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">*</span><span class="n">img</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span>
<span class="n">entropy</span><span class="o">=</span><span class="p">[]</span>
<span class="n">bw</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">1</span><span class="p">,</span><span class="mi">181</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="mi">181</span><span class="p">):</span>
    <span class="n">muhat</span><span class="p">,</span> <span class="n">sigma</span><span class="p">,</span> <span class="n">muci</span><span class="p">,</span> <span class="n">sigmaci</span> <span class="o">=</span> <span class="n">normfit</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="c1">#we take only 90% of the median data, noise, projected data </span>
    <span class="n">temp</span><span class="o">=</span><span class="p">[]</span>
    <span class="n">comp1</span><span class="o">=</span><span class="n">muhat</span><span class="o">-</span><span class="n">sigmaci</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>                                                           <span class="c1">#mean, std </span>
    <span class="n">comp2</span><span class="o">=</span><span class="n">muhat</span><span class="o">+</span><span class="n">sigmaci</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span>
    <span class="k">for</span> <span class="n">j</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">Y</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]):</span>
        <span class="k">for</span> <span class="n">k</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">Y</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">1</span><span class="p">]):</span>
            <span class="k">if</span> <span class="n">Y</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">k</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="o">&gt;</span><span class="n">comp1</span> <span class="ow">and</span> <span class="n">Y</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">k</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="o">&lt;</span><span class="n">comp2</span><span class="p">:</span>
                <span class="n">temp</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">Y</span><span class="p">[</span><span class="n">j</span><span class="p">][</span><span class="n">k</span><span class="p">][</span><span class="n">i</span><span class="p">])</span>
    <span class="c1">#histogram counting</span>
    <span class="n">bw</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]</span><span class="o">=</span><span class="p">(</span><span class="mf">3.5</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">temp</span><span class="p">))</span><span class="o">*</span><span class="p">((</span><span class="n">nel</span><span class="p">)</span><span class="o">**</span><span class="p">(</span><span class="o">-</span><span class="mf">1.0</span><span class="o">/</span><span class="mi">3</span><span class="p">))</span>
    <span class="n">nbins</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">int</span><span class="p">(</span><span class="n">math</span><span class="o">.</span><span class="n">ceil</span><span class="p">((</span><span class="nb">max</span><span class="p">(</span><span class="n">temp</span><span class="p">)</span><span class="o">-</span><span class="nb">min</span><span class="p">(</span><span class="n">temp</span><span class="p">))</span><span class="o">/</span><span class="n">bw</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="n">i</span><span class="p">]))</span>
    <span class="p">(</span><span class="n">hist</span><span class="p">,</span><span class="n">waste</span><span class="p">)</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">histogram</span><span class="p">(</span><span class="n">temp</span><span class="p">,</span><span class="n">bins</span><span class="o">=</span><span class="n">nbins</span><span class="p">,</span><span class="n">density</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>

    <span class="n">hist</span><span class="o">=</span><span class="nb">filter</span><span class="p">(</span><span class="k">lambda</span> <span class="n">var1</span><span class="p">:</span> <span class="n">var1</span> <span class="o">!=</span> <span class="mi">0</span><span class="p">,</span> <span class="n">hist</span><span class="p">)</span>
    <span class="n">hist1</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="nb">float</span><span class="p">(</span><span class="n">var</span><span class="p">)</span> <span class="k">for</span> <span class="n">var</span> <span class="ow">in</span> <span class="n">hist</span><span class="p">])</span>
    <span class="n">hist1</span><span class="o">=</span><span class="n">hist1</span><span class="o">/</span><span class="nb">sum</span><span class="p">(</span><span class="n">hist1</span><span class="p">)</span>
    <span class="n">entropy</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="o">*</span><span class="nb">sum</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">multiply</span><span class="p">(</span><span class="n">hist1</span><span class="p">,</span><span class="n">np</span><span class="o">.</span><span class="n">log2</span><span class="p">(</span><span class="n">hist1</span><span class="p">))))</span>
<span class="n">angle</span><span class="o">=</span><span class="n">entropy</span><span class="o">.</span><span class="n">index</span><span class="p">(</span><span class="nb">min</span><span class="p">(</span><span class="n">entropy</span><span class="p">))</span>
<span class="nb">print</span><span class="p">(</span><span class="s1">&#39;angle&#39;</span><span class="p">,</span><span class="n">angle</span><span class="p">)</span>
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<pre>angle 150
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">eta</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="n">entropy</span><span class="p">[</span><span class="n">p</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="mi">181</span><span class="p">)])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">clf</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">eta</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;Angle (degree)&#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="s1">&#39;Entropy, eta&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">180</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;Entropy Minimization&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
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<div class="prompt input_prompt">In&nbsp;[5]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">e</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="o">-</span><span class="mi">1</span><span class="o">*</span><span class="n">math</span><span class="o">.</span><span class="n">sin</span><span class="p">(</span><span class="n">angle</span><span class="o">*</span><span class="n">math</span><span class="o">.</span><span class="n">pi</span><span class="o">/</span><span class="mf">180.0</span><span class="p">)],</span>
            <span class="p">[</span><span class="n">math</span><span class="o">.</span><span class="n">cos</span><span class="p">(</span><span class="n">angle</span><span class="o">*</span><span class="n">math</span><span class="o">.</span><span class="n">pi</span><span class="o">/</span><span class="mf">180.0</span><span class="p">)]])</span>
<span class="n">e_t</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="n">math</span><span class="o">.</span><span class="n">cos</span><span class="p">(</span><span class="n">angle</span><span class="o">*</span><span class="n">math</span><span class="o">.</span><span class="n">pi</span><span class="o">/</span><span class="mf">180.0</span><span class="p">)],</span>
              <span class="p">[</span><span class="n">math</span><span class="o">.</span><span class="n">sin</span><span class="p">(</span><span class="n">angle</span><span class="o">*</span><span class="n">math</span><span class="o">.</span><span class="n">pi</span><span class="o">/</span><span class="mf">180.0</span><span class="p">)]])</span>

<span class="n">gs_approx</span> <span class="o">=</span> <span class="n">chi</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">e_t</span><span class="p">)</span>
<span class="c1"># Grayscale Shadow-free (see Fig.5(b), no shadow)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">clf</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">gs_approx</span><span class="o">.</span><span class="n">squeeze</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">plt</span><span class="o">.</span><span class="n">axis</span><span class="p">(</span><span class="s1">&#39;off&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;Grayscale Shadow-free Image&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>

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<div class="prompt input_prompt">In&nbsp;[6]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">P_theta</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">ma</span><span class="o">.</span><span class="n">divide</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">e_t</span><span class="p">,</span> <span class="n">e_t</span><span class="o">.</span><span class="n">T</span><span class="p">),</span> <span class="n">np</span><span class="o">.</span><span class="n">linalg</span><span class="o">.</span><span class="n">norm</span><span class="p">(</span><span class="n">e</span><span class="p">))</span>
<span class="n">chi_theta</span> <span class="o">=</span> <span class="n">chi</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">P_theta</span><span class="p">)</span>

<span class="c1">#3-D log ratio</span>
<span class="n">rho_estim</span> <span class="o">=</span> <span class="n">chi_theta</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">U</span><span class="p">)</span>
<span class="c1">#Invariant chromaticity image</span>
<span class="n">mean_estim</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">ma</span><span class="o">.</span><span class="n">exp</span><span class="p">(</span><span class="n">rho_estim</span><span class="p">)</span>                                                   
<span class="n">estim</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros_like</span><span class="p">(</span><span class="n">mean_estim</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">)</span>
<span class="n">estim</span><span class="p">[:,:,</span><span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">divide</span><span class="p">(</span><span class="n">mean_estim</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">sum</span><span class="p">(</span><span class="n">mean_estim</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">2</span><span class="p">))</span>
<span class="n">estim</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">divide</span><span class="p">(</span><span class="n">mean_estim</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">sum</span><span class="p">(</span><span class="n">mean_estim</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">2</span><span class="p">))</span>
<span class="n">estim</span><span class="p">[:,:,</span><span class="mi">2</span><span class="p">]</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">divide</span><span class="p">(</span><span class="n">mean_estim</span><span class="p">[:,:,</span><span class="mi">2</span><span class="p">],</span> <span class="n">np</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="n">mean_estim</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">2</span><span class="p">))</span>

<span class="c1"># Colored Shadow-free (see Fig.5(c), no shadow)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">imshow</span><span class="p">(</span><span class="n">estim</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">axis</span><span class="p">(</span><span class="s1">&#39;off&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;Colored Shadow-free Image&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
</pre></div>

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