P1.html

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

<title>P1</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
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/*!
 * Bootstrap v3.3.7 (http://getbootstrap.com)
 * Copyright 2011-2016 Twitter, Inc.
 * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
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/*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */
html {
  font-family: sans-serif;
  -ms-text-size-adjust: 100%;
  -webkit-text-size-adjust: 100%;
}
body {
  margin: 0;
}
article,
aside,
details,
figcaption,
figure,
footer,
header,
hgroup,
main,
menu,
nav,
section,
summary {
  display: block;
}
audio,
canvas,
progress,
video {
  display: inline-block;
  vertical-align: baseline;
}
audio:not([controls]) {
  display: none;
  height: 0;
}
[hidden],
template {
  display: none;
}
a {
  background-color: transparent;
}
a:active,
a:hover {
  outline: 0;
}
abbr[title] {
  border-bottom: 1px dotted;
}
b,
strong {
  font-weight: bold;
}
dfn {
  font-style: italic;
}
h1 {
  font-size: 2em;
  margin: 0.67em 0;
}
mark {
  background: #ff0;
  color: #000;
}
small {
  font-size: 80%;
}
sub,
sup {
  font-size: 75%;
  line-height: 0;
  position: relative;
  vertical-align: baseline;
}
sup {
  top: -0.5em;
}
sub {
  bottom: -0.25em;
}
img {
  border: 0;
}
svg:not(:root) {
  overflow: hidden;
}
figure {
  margin: 1em 40px;
}
hr {
  box-sizing: content-box;
  height: 0;
}
pre {
  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 {
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}
.glyphicon-tags:before {
  content: "\e042";
}
.glyphicon-book:before {
  content: "\e043";
}
.glyphicon-bookmark:before {
  content: "\e044";
}
.glyphicon-print:before {
  content: "\e045";
}
.glyphicon-camera:before {
  content: "\e046";
}
.glyphicon-font:before {
  content: "\e047";
}
.glyphicon-bold:before {
  content: "\e048";
}
.glyphicon-italic:before {
  content: "\e049";
}
.glyphicon-text-height:before {
  content: "\e050";
}
.glyphicon-text-width:before {
  content: "\e051";
}
.glyphicon-align-left:before {
  content: "\e052";
}
.glyphicon-align-center:before {
  content: "\e053";
}
.glyphicon-align-right:before {
  content: "\e054";
}
.glyphicon-align-justify:before {
  content: "\e055";
}
.glyphicon-list:before {
  content: "\e056";
}
.glyphicon-indent-left:before {
  content: "\e057";
}
.glyphicon-indent-right:before {
  content: "\e058";
}
.glyphicon-facetime-video:before {
  content: "\e059";
}
.glyphicon-picture:before {
  content: "\e060";
}
.glyphicon-map-marker:before {
  content: "\e062";
}
.glyphicon-adjust:before {
  content: "\e063";
}
.glyphicon-tint:before {
  content: "\e064";
}
.glyphicon-edit:before {
  content: "\e065";
}
.glyphicon-share:before {
  content: "\e066";
}
.glyphicon-check:before {
  content: "\e067";
}
.glyphicon-move:before {
  content: "\e068";
}
.glyphicon-step-backward:before {
  content: "\e069";
}
.glyphicon-fast-backward:before {
  content: "\e070";
}
.glyphicon-backward:before {
  content: "\e071";
}
.glyphicon-play:before {
  content: "\e072";
}
.glyphicon-pause:before {
  content: "\e073";
}
.glyphicon-stop:before {
  content: "\e074";
}
.glyphicon-forward:before {
  content: "\e075";
}
.glyphicon-fast-forward:before {
  content: "\e076";
}
.glyphicon-step-forward:before {
  content: "\e077";
}
.glyphicon-eject:before {
  content: "\e078";
}
.glyphicon-chevron-left:before {
  content: "\e079";
}
.glyphicon-chevron-right:before {
  content: "\e080";
}
.glyphicon-plus-sign:before {
  content: "\e081";
}
.glyphicon-minus-sign:before {
  content: "\e082";
}
.glyphicon-remove-sign:before {
  content: "\e083";
}
.glyphicon-ok-sign:before {
  content: "\e084";
}
.glyphicon-question-sign:before {
  content: "\e085";
}
.glyphicon-info-sign:before {
  content: "\e086";
}
.glyphicon-screenshot:before {
  content: "\e087";
}
.glyphicon-remove-circle:before {
  content: "\e088";
}
.glyphicon-ok-circle:before {
  content: "\e089";
}
.glyphicon-ban-circle:before {
  content: "\e090";
}
.glyphicon-arrow-left:before {
  content: "\e091";
}
.glyphicon-arrow-right:before {
  content: "\e092";
}
.glyphicon-arrow-up:before {
  content: "\e093";
}
.glyphicon-arrow-down:before {
  content: "\e094";
}
.glyphicon-share-alt:before {
  content: "\e095";
}
.glyphicon-resize-full:before {
  content: "\e096";
}
.glyphicon-resize-small:before {
  content: "\e097";
}
.glyphicon-exclamation-sign:before {
  content: "\e101";
}
.glyphicon-gift:before {
  content: "\e102";
}
.glyphicon-leaf:before {
  content: "\e103";
}
.glyphicon-fire:before {
  content: "\e104";
}
.glyphicon-eye-open:before {
  content: "\e105";
}
.glyphicon-eye-close:before {
  content: "\e106";
}
.glyphicon-warning-sign:before {
  content: "\e107";
}
.glyphicon-plane:before {
  content: "\e108";
}
.glyphicon-calendar:before {
  content: "\e109";
}
.glyphicon-random:before {
  content: "\e110";
}
.glyphicon-comment:before {
  content: "\e111";
}
.glyphicon-magnet:before {
  content: "\e112";
}
.glyphicon-chevron-up:before {
  content: "\e113";
}
.glyphicon-chevron-down:before {
  content: "\e114";
}
.glyphicon-retweet:before {
  content: "\e115";
}
.glyphicon-shopping-cart:before {
  content: "\e116";
}
.glyphicon-folder-close:before {
  content: "\e117";
}
.glyphicon-folder-open:before {
  content: "\e118";
}
.glyphicon-resize-vertical:before {
  content: "\e119";
}
.glyphicon-resize-horizontal:before {
  content: "\e120";
}
.glyphicon-hdd:before {
  content: "\e121";
}
.glyphicon-bullhorn:before {
  content: "\e122";
}
.glyphicon-bell:before {
  content: "\e123";
}
.glyphicon-certificate:before {
  content: "\e124";
}
.glyphicon-thumbs-up:before {
  content: "\e125";
}
.glyphicon-thumbs-down:before {
  content: "\e126";
}
.glyphicon-hand-right:before {
  content: "\e127";
}
.glyphicon-hand-left:before {
  content: "\e128";
}
.glyphicon-hand-up:before {
  content: "\e129";
}
.glyphicon-hand-down:before {
  content: "\e130";
}
.glyphicon-circle-arrow-right:before {
  content: "\e131";
}
.glyphicon-circle-arrow-left:before {
  content: "\e132";
}
.glyphicon-circle-arrow-up:before {
  content: "\e133";
}
.glyphicon-circle-arrow-down:before {
  content: "\e134";
}
.glyphicon-globe:before {
  content: "\e135";
}
.glyphicon-wrench:before {
  content: "\e136";
}
.glyphicon-tasks:before {
  content: "\e137";
}
.glyphicon-filter:before {
  content: "\e138";
}
.glyphicon-briefcase:before {
  content: "\e139";
}
.glyphicon-fullscreen:before {
  content: "\e140";
}
.glyphicon-dashboard:before {
  content: "\e141";
}
.glyphicon-paperclip:before {
  content: "\e142";
}
.glyphicon-heart-empty:before {
  content: "\e143";
}
.glyphicon-link:before {
  content: "\e144";
}
.glyphicon-phone:before {
  content: "\e145";
}
.glyphicon-pushpin:before {
  content: "\e146";
}
.glyphicon-usd:before {
  content: "\e148";
}
.glyphicon-gbp:before {
  content: "\e149";
}
.glyphicon-sort:before {
  content: "\e150";
}
.glyphicon-sort-by-alphabet:before {
  content: "\e151";
}
.glyphicon-sort-by-alphabet-alt:before {
  content: "\e152";
}
.glyphicon-sort-by-order:before {
  content: "\e153";
}
.glyphicon-sort-by-order-alt:before {
  content: "\e154";
}
.glyphicon-sort-by-attributes:before {
  content: "\e155";
}
.glyphicon-sort-by-attributes-alt:before {
  content: "\e156";
}
.glyphicon-unchecked:before {
  content: "\e157";
}
.glyphicon-expand:before {
  content: "\e158";
}
.glyphicon-collapse-down:before {
  content: "\e159";
}
.glyphicon-collapse-up:before {
  content: "\e160";
}
.glyphicon-log-in:before {
  content: "\e161";
}
.glyphicon-flash:before {
  content: "\e162";
}
.glyphicon-log-out:before {
  content: "\e163";
}
.glyphicon-new-window:before {
  content: "\e164";
}
.glyphicon-record:before {
  content: "\e165";
}
.glyphicon-save:before {
  content: "\e166";
}
.glyphicon-open:before {
  content: "\e167";
}
.glyphicon-saved:before {
  content: "\e168";
}
.glyphicon-import:before {
  content: "\e169";
}
.glyphicon-export:before {
  content: "\e170";
}
.glyphicon-send:before {
  content: "\e171";
}
.glyphicon-floppy-disk:before {
  content: "\e172";
}
.glyphicon-floppy-saved:before {
  content: "\e173";
}
.glyphicon-floppy-remove:before {
  content: "\e174";
}
.glyphicon-floppy-save:before {
  content: "\e175";
}
.glyphicon-floppy-open:before {
  content: "\e176";
}
.glyphicon-credit-card:before {
  content: "\e177";
}
.glyphicon-transfer:before {
  content: "\e178";
}
.glyphicon-cutlery:before {
  content: "\e179";
}
.glyphicon-header:before {
  content: "\e180";
}
.glyphicon-compressed:before {
  content: "\e181";
}
.glyphicon-earphone:before {
  content: "\e182";
}
.glyphicon-phone-alt:before {
  content: "\e183";
}
.glyphicon-tower:before {
  content: "\e184";
}
.glyphicon-stats:before {
  content: "\e185";
}
.glyphicon-sd-video:before {
  content: "\e186";
}
.glyphicon-hd-video:before {
  content: "\e187";
}
.glyphicon-subtitles:before {
  content: "\e188";
}
.glyphicon-sound-stereo:before {
  content: "\e189";
}
.glyphicon-sound-dolby:before {
  content: "\e190";
}
.glyphicon-sound-5-1:before {
  content: "\e191";
}
.glyphicon-sound-6-1:before {
  content: "\e192";
}
.glyphicon-sound-7-1:before {
  content: "\e193";
}
.glyphicon-copyright-mark:before {
  content: "\e194";
}
.glyphicon-registration-mark:before {
  content: "\e195";
}
.glyphicon-cloud-download:before {
  content: "\e197";
}
.glyphicon-cloud-upload:before {
  content: "\e198";
}
.glyphicon-tree-conifer:before {
  content: "\e199";
}
.glyphicon-tree-deciduous:before {
  content: "\e200";
}
.glyphicon-cd:before {
  content: "\e201";
}
.glyphicon-save-file:before {
  content: "\e202";
}
.glyphicon-open-file:before {
  content: "\e203";
}
.glyphicon-level-up:before {
  content: "\e204";
}
.glyphicon-copy:before {
  content: "\e205";
}
.glyphicon-paste:before {
  content: "\e206";
}
.glyphicon-alert:before {
  content: "\e209";
}
.glyphicon-equalizer:before {
  content: "\e210";
}
.glyphicon-king:before {
  content: "\e211";
}
.glyphicon-queen:before {
  content: "\e212";
}
.glyphicon-pawn:before {
  content: "\e213";
}
.glyphicon-bishop:before {
  content: "\e214";
}
.glyphicon-knight:before {
  content: "\e215";
}
.glyphicon-baby-formula:before {
  content: "\e216";
}
.glyphicon-tent:before {
  content: "\26fa";
}
.glyphicon-blackboard:before {
  content: "\e218";
}
.glyphicon-bed:before {
  content: "\e219";
}
.glyphicon-apple:before {
  content: "\f8ff";
}
.glyphicon-erase:before {
  content: "\e221";
}
.glyphicon-hourglass:before {
  content: "\231b";
}
.glyphicon-lamp:before {
  content: "\e223";
}
.glyphicon-duplicate:before {
  content: "\e224";
}
.glyphicon-piggy-bank:before {
  content: "\e225";
}
.glyphicon-scissors:before {
  content: "\e226";
}
.glyphicon-bitcoin:before {
  content: "\e227";
}
.glyphicon-btc:before {
  content: "\e227";
}
.glyphicon-xbt:before {
  content: "\e227";
}
.glyphicon-yen:before {
  content: "\00a5";
}
.glyphicon-jpy:before {
  content: "\00a5";
}
.glyphicon-ruble:before {
  content: "\20bd";
}
.glyphicon-rub:before {
  content: "\20bd";
}
.glyphicon-scale:before {
  content: "\e230";
}
.glyphicon-ice-lolly:before {
  content: "\e231";
}
.glyphicon-ice-lolly-tasted:before {
  content: "\e232";
}
.glyphicon-education:before {
  content: "\e233";
}
.glyphicon-option-horizontal:before {
  content: "\e234";
}
.glyphicon-option-vertical:before {
  content: "\e235";
}
.glyphicon-menu-hamburger:before {
  content: "\e236";
}
.glyphicon-modal-window:before {
  content: "\e237";
}
.glyphicon-oil:before {
  content: "\e238";
}
.glyphicon-grain:before {
  content: "\e239";
}
.glyphicon-sunglasses:before {
  content: "\e240";
}
.glyphicon-text-size:before {
  content: "\e241";
}
.glyphicon-text-color:before {
  content: "\e242";
}
.glyphicon-text-background:before {
  content: "\e243";
}
.glyphicon-object-align-top:before {
  content: "\e244";
}
.glyphicon-object-align-bottom:before {
  content: "\e245";
}
.glyphicon-object-align-horizontal:before {
  content: "\e246";
}
.glyphicon-object-align-left:before {
  content: "\e247";
}
.glyphicon-object-align-vertical:before {
  content: "\e248";
}
.glyphicon-object-align-right:before {
  content: "\e249";
}
.glyphicon-triangle-right:before {
  content: "\e250";
}
.glyphicon-triangle-left:before {
  content: "\e251";
}
.glyphicon-triangle-bottom:before {
  content: "\e252";
}
.glyphicon-triangle-top:before {
  content: "\e253";
}
.glyphicon-console:before {
  content: "\e254";
}
.glyphicon-superscript:before {
  content: "\e255";
}
.glyphicon-subscript:before {
  content: "\e256";
}
.glyphicon-menu-left:before {
  content: "\e257";
}
.glyphicon-menu-right:before {
  content: "\e258";
}
.glyphicon-menu-down:before {
  content: "\e259";
}
.glyphicon-menu-up:before {
  content: "\e260";
}
* {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
*:before,
*:after {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
html {
  font-size: 10px;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-size: 13px;
  line-height: 1.42857143;
  color: #000;
  background-color: #fff;
}
input,
button,
select,
textarea {
  font-family: inherit;
  font-size: inherit;
  line-height: inherit;
}
a {
  color: #337ab7;
  text-decoration: none;
}
a:hover,
a:focus {
  color: #23527c;
  text-decoration: underline;
}
a:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
figure {
  margin: 0;
}
img {
  vertical-align: middle;
}
.img-responsive,
.thumbnail > img,
.thumbnail a > img,
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  display: block;
  max-width: 100%;
  height: auto;
}
.img-rounded {
  border-radius: 3px;
}
.img-thumbnail {
  padding: 4px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: all 0.2s ease-in-out;
  -o-transition: all 0.2s ease-in-out;
  transition: all 0.2s ease-in-out;
  display: inline-block;
  max-width: 100%;
  height: auto;
}
.img-circle {
  border-radius: 50%;
}
hr {
  margin-top: 18px;
  margin-bottom: 18px;
  border: 0;
  border-top: 1px solid #eeeeee;
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  margin: -1px;
  padding: 0;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
[role="button"] {
  cursor: pointer;
}
h1,
h2,
h3,
h4,
h5,
h6,
.h1,
.h2,
.h3,
.h4,
.h5,
.h6 {
  font-family: inherit;
  font-weight: 500;
  line-height: 1.1;
  color: inherit;
}
h1 small,
h2 small,
h3 small,
h4 small,
h5 small,
h6 small,
.h1 small,
.h2 small,
.h3 small,
.h4 small,
.h5 small,
.h6 small,
h1 .small,
h2 .small,
h3 .small,
h4 .small,
h5 .small,
h6 .small,
.h1 .small,
.h2 .small,
.h3 .small,
.h4 .small,
.h5 .small,
.h6 .small {
  font-weight: normal;
  line-height: 1;
  color: #777777;
}
h1,
.h1,
h2,
.h2,
h3,
.h3 {
  margin-top: 18px;
  margin-bottom: 9px;
}
h1 small,
.h1 small,
h2 small,
.h2 small,
h3 small,
.h3 small,
h1 .small,
.h1 .small,
h2 .small,
.h2 .small,
h3 .small,
.h3 .small {
  font-size: 65%;
}
h4,
.h4,
h5,
.h5,
h6,
.h6 {
  margin-top: 9px;
  margin-bottom: 9px;
}
h4 small,
.h4 small,
h5 small,
.h5 small,
h6 small,
.h6 small,
h4 .small,
.h4 .small,
h5 .small,
.h5 .small,
h6 .small,
.h6 .small {
  font-size: 75%;
}
h1,
.h1 {
  font-size: 33px;
}
h2,
.h2 {
  font-size: 27px;
}
h3,
.h3 {
  font-size: 23px;
}
h4,
.h4 {
  font-size: 17px;
}
h5,
.h5 {
  font-size: 13px;
}
h6,
.h6 {
  font-size: 12px;
}
p {
  margin: 0 0 9px;
}
.lead {
  margin-bottom: 18px;
  font-size: 14px;
  font-weight: 300;
  line-height: 1.4;
}
@media (min-width: 768px) {
  .lead {
    font-size: 19.5px;
  }
}
small,
.small {
  font-size: 92%;
}
mark,
.mark {
  background-color: #fcf8e3;
  padding: .2em;
}
.text-left {
  text-align: left;
}
.text-right {
  text-align: right;
}
.text-center {
  text-align: center;
}
.text-justify {
  text-align: justify;
}
.text-nowrap {
  white-space: nowrap;
}
.text-lowercase {
  text-transform: lowercase;
}
.text-uppercase {
  text-transform: uppercase;
}
.text-capitalize {
  text-transform: capitalize;
}
.text-muted {
  color: #777777;
}
.text-primary {
  color: #337ab7;
}
a.text-primary:hover,
a.text-primary:focus {
  color: #286090;
}
.text-success {
  color: #3c763d;
}
a.text-success:hover,
a.text-success:focus {
  color: #2b542c;
}
.text-info {
  color: #31708f;
}
a.text-info:hover,
a.text-info:focus {
  color: #245269;
}
.text-warning {
  color: #8a6d3b;
}
a.text-warning:hover,
a.text-warning:focus {
  color: #66512c;
}
.text-danger {
  color: #a94442;
}
a.text-danger:hover,
a.text-danger:focus {
  color: #843534;
}
.bg-primary {
  color: #fff;
  background-color: #337ab7;
}
a.bg-primary:hover,
a.bg-primary:focus {
  background-color: #286090;
}
.bg-success {
  background-color: #dff0d8;
}
a.bg-success:hover,
a.bg-success:focus {
  background-color: #c1e2b3;
}
.bg-info {
  background-color: #d9edf7;
}
a.bg-info:hover,
a.bg-info:focus {
  background-color: #afd9ee;
}
.bg-warning {
  background-color: #fcf8e3;
}
a.bg-warning:hover,
a.bg-warning:focus {
  background-color: #f7ecb5;
}
.bg-danger {
  background-color: #f2dede;
}
a.bg-danger:hover,
a.bg-danger:focus {
  background-color: #e4b9b9;
}
.page-header {
  padding-bottom: 8px;
  margin: 36px 0 18px;
  border-bottom: 1px solid #eeeeee;
}
ul,
ol {
  margin-top: 0;
  margin-bottom: 9px;
}
ul ul,
ol ul,
ul ol,
ol ol {
  margin-bottom: 0;
}
.list-unstyled {
  padding-left: 0;
  list-style: none;
}
.list-inline {
  padding-left: 0;
  list-style: none;
  margin-left: -5px;
}
.list-inline > li {
  display: inline-block;
  padding-left: 5px;
  padding-right: 5px;
}
dl {
  margin-top: 0;
  margin-bottom: 18px;
}
dt,
dd {
  line-height: 1.42857143;
}
dt {
  font-weight: bold;
}
dd {
  margin-left: 0;
}
@media (min-width: 541px) {
  .dl-horizontal dt {
    float: left;
    width: 160px;
    clear: left;
    text-align: right;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
  }
  .dl-horizontal dd {
    margin-left: 180px;
  }
}
abbr[title],
abbr[data-original-title] {
  cursor: help;
  border-bottom: 1px dotted #777777;
}
.initialism {
  font-size: 90%;
  text-transform: uppercase;
}
blockquote {
  padding: 9px 18px;
  margin: 0 0 18px;
  font-size: inherit;
  border-left: 5px solid #eeeeee;
}
blockquote p:last-child,
blockquote ul:last-child,
blockquote ol:last-child {
  margin-bottom: 0;
}
blockquote footer,
blockquote small,
blockquote .small {
  display: block;
  font-size: 80%;
  line-height: 1.42857143;
  color: #777777;
}
blockquote footer:before,
blockquote small:before,
blockquote .small:before {
  content: '\2014 \00A0';
}
.blockquote-reverse,
blockquote.pull-right {
  padding-right: 15px;
  padding-left: 0;
  border-right: 5px solid #eeeeee;
  border-left: 0;
  text-align: right;
}
.blockquote-reverse footer:before,
blockquote.pull-right footer:before,
.blockquote-reverse small:before,
blockquote.pull-right small:before,
.blockquote-reverse .small:before,
blockquote.pull-right .small:before {
  content: '';
}
.blockquote-reverse footer:after,
blockquote.pull-right footer:after,
.blockquote-reverse small:after,
blockquote.pull-right small:after,
.blockquote-reverse .small:after,
blockquote.pull-right .small:after {
  content: '\00A0 \2014';
}
address {
  margin-bottom: 18px;
  font-style: normal;
  line-height: 1.42857143;
}
code,
kbd,
pre,
samp {
  font-family: monospace;
}
code {
  padding: 2px 4px;
  font-size: 90%;
  color: #c7254e;
  background-color: #f9f2f4;
  border-radius: 2px;
}
kbd {
  padding: 2px 4px;
  font-size: 90%;
  color: #888;
  background-color: transparent;
  border-radius: 1px;
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
}
kbd kbd {
  padding: 0;
  font-size: 100%;
  font-weight: bold;
  box-shadow: none;
}
pre {
  display: block;
  padding: 8.5px;
  margin: 0 0 9px;
  font-size: 12px;
  line-height: 1.42857143;
  word-break: break-all;
  word-wrap: break-word;
  color: #333333;
  background-color: #f5f5f5;
  border: 1px solid #ccc;
  border-radius: 2px;
}
pre code {
  padding: 0;
  font-size: inherit;
  color: inherit;
  white-space: pre-wrap;
  background-color: transparent;
  border-radius: 0;
}
.pre-scrollable {
  max-height: 340px;
  overflow-y: scroll;
}
.container {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
@media (min-width: 768px) {
  .container {
    width: 768px;
  }
}
@media (min-width: 992px) {
  .container {
    width: 940px;
  }
}
@media (min-width: 1200px) {
  .container {
    width: 1140px;
  }
}
.container-fluid {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
.row {
  margin-left: 0px;
  margin-right: 0px;
}
.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
  position: relative;
  min-height: 1px;
  padding-left: 0px;
  padding-right: 0px;
}
.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
  float: left;
}
.col-xs-12 {
  width: 100%;
}
.col-xs-11 {
  width: 91.66666667%;
}
.col-xs-10 {
  width: 83.33333333%;
}
.col-xs-9 {
  width: 75%;
}
.col-xs-8 {
  width: 66.66666667%;
}
.col-xs-7 {
  width: 58.33333333%;
}
.col-xs-6 {
  width: 50%;
}
.col-xs-5 {
  width: 41.66666667%;
}
.col-xs-4 {
  width: 33.33333333%;
}
.col-xs-3 {
  width: 25%;
}
.col-xs-2 {
  width: 16.66666667%;
}
.col-xs-1 {
  width: 8.33333333%;
}
.col-xs-pull-12 {
  right: 100%;
}
.col-xs-pull-11 {
  right: 91.66666667%;
}
.col-xs-pull-10 {
  right: 83.33333333%;
}
.col-xs-pull-9 {
  right: 75%;
}
.col-xs-pull-8 {
  right: 66.66666667%;
}
.col-xs-pull-7 {
  right: 58.33333333%;
}
.col-xs-pull-6 {
  right: 50%;
}
.col-xs-pull-5 {
  right: 41.66666667%;
}
.col-xs-pull-4 {
  right: 33.33333333%;
}
.col-xs-pull-3 {
  right: 25%;
}
.col-xs-pull-2 {
  right: 16.66666667%;
}
.col-xs-pull-1 {
  right: 8.33333333%;
}
.col-xs-pull-0 {
  right: auto;
}
.col-xs-push-12 {
  left: 100%;
}
.col-xs-push-11 {
  left: 91.66666667%;
}
.col-xs-push-10 {
  left: 83.33333333%;
}
.col-xs-push-9 {
  left: 75%;
}
.col-xs-push-8 {
  left: 66.66666667%;
}
.col-xs-push-7 {
  left: 58.33333333%;
}
.col-xs-push-6 {
  left: 50%;
}
.col-xs-push-5 {
  left: 41.66666667%;
}
.col-xs-push-4 {
  left: 33.33333333%;
}
.col-xs-push-3 {
  left: 25%;
}
.col-xs-push-2 {
  left: 16.66666667%;
}
.col-xs-push-1 {
  left: 8.33333333%;
}
.col-xs-push-0 {
  left: auto;
}
.col-xs-offset-12 {
  margin-left: 100%;
}
.col-xs-offset-11 {
  margin-left: 91.66666667%;
}
.col-xs-offset-10 {
  margin-left: 83.33333333%;
}
.col-xs-offset-9 {
  margin-left: 75%;
}
.col-xs-offset-8 {
  margin-left: 66.66666667%;
}
.col-xs-offset-7 {
  margin-left: 58.33333333%;
}
.col-xs-offset-6 {
  margin-left: 50%;
}
.col-xs-offset-5 {
  margin-left: 41.66666667%;
}
.col-xs-offset-4 {
  margin-left: 33.33333333%;
}
.col-xs-offset-3 {
  margin-left: 25%;
}
.col-xs-offset-2 {
  margin-left: 16.66666667%;
}
.col-xs-offset-1 {
  margin-left: 8.33333333%;
}
.col-xs-offset-0 {
  margin-left: 0%;
}
@media (min-width: 768px) {
  .col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
    float: left;
  }
  .col-sm-12 {
    width: 100%;
  }
  .col-sm-11 {
    width: 91.66666667%;
  }
  .col-sm-10 {
    width: 83.33333333%;
  }
  .col-sm-9 {
    width: 75%;
  }
  .col-sm-8 {
    width: 66.66666667%;
  }
  .col-sm-7 {
    width: 58.33333333%;
  }
  .col-sm-6 {
    width: 50%;
  }
  .col-sm-5 {
    width: 41.66666667%;
  }
  .col-sm-4 {
    width: 33.33333333%;
  }
  .col-sm-3 {
    width: 25%;
  }
  .col-sm-2 {
    width: 16.66666667%;
  }
  .col-sm-1 {
    width: 8.33333333%;
  }
  .col-sm-pull-12 {
    right: 100%;
  }
  .col-sm-pull-11 {
    right: 91.66666667%;
  }
  .col-sm-pull-10 {
    right: 83.33333333%;
  }
  .col-sm-pull-9 {
    right: 75%;
  }
  .col-sm-pull-8 {
    right: 66.66666667%;
  }
  .col-sm-pull-7 {
    right: 58.33333333%;
  }
  .col-sm-pull-6 {
    right: 50%;
  }
  .col-sm-pull-5 {
    right: 41.66666667%;
  }
  .col-sm-pull-4 {
    right: 33.33333333%;
  }
  .col-sm-pull-3 {
    right: 25%;
  }
  .col-sm-pull-2 {
    right: 16.66666667%;
  }
  .col-sm-pull-1 {
    right: 8.33333333%;
  }
  .col-sm-pull-0 {
    right: auto;
  }
  .col-sm-push-12 {
    left: 100%;
  }
  .col-sm-push-11 {
    left: 91.66666667%;
  }
  .col-sm-push-10 {
    left: 83.33333333%;
  }
  .col-sm-push-9 {
    left: 75%;
  }
  .col-sm-push-8 {
    left: 66.66666667%;
  }
  .col-sm-push-7 {
    left: 58.33333333%;
  }
  .col-sm-push-6 {
    left: 50%;
  }
  .col-sm-push-5 {
    left: 41.66666667%;
  }
  .col-sm-push-4 {
    left: 33.33333333%;
  }
  .col-sm-push-3 {
    left: 25%;
  }
  .col-sm-push-2 {
    left: 16.66666667%;
  }
  .col-sm-push-1 {
    left: 8.33333333%;
  }
  .col-sm-push-0 {
    left: auto;
  }
  .col-sm-offset-12 {
    margin-left: 100%;
  }
  .col-sm-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-sm-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-sm-offset-9 {
    margin-left: 75%;
  }
  .col-sm-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-sm-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-sm-offset-6 {
    margin-left: 50%;
  }
  .col-sm-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-sm-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-sm-offset-3 {
    margin-left: 25%;
  }
  .col-sm-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-sm-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-sm-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 992px) {
  .col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
    float: left;
  }
  .col-md-12 {
    width: 100%;
  }
  .col-md-11 {
    width: 91.66666667%;
  }
  .col-md-10 {
    width: 83.33333333%;
  }
  .col-md-9 {
    width: 75%;
  }
  .col-md-8 {
    width: 66.66666667%;
  }
  .col-md-7 {
    width: 58.33333333%;
  }
  .col-md-6 {
    width: 50%;
  }
  .col-md-5 {
    width: 41.66666667%;
  }
  .col-md-4 {
    width: 33.33333333%;
  }
  .col-md-3 {
    width: 25%;
  }
  .col-md-2 {
    width: 16.66666667%;
  }
  .col-md-1 {
    width: 8.33333333%;
  }
  .col-md-pull-12 {
    right: 100%;
  }
  .col-md-pull-11 {
    right: 91.66666667%;
  }
  .col-md-pull-10 {
    right: 83.33333333%;
  }
  .col-md-pull-9 {
    right: 75%;
  }
  .col-md-pull-8 {
    right: 66.66666667%;
  }
  .col-md-pull-7 {
    right: 58.33333333%;
  }
  .col-md-pull-6 {
    right: 50%;
  }
  .col-md-pull-5 {
    right: 41.66666667%;
  }
  .col-md-pull-4 {
    right: 33.33333333%;
  }
  .col-md-pull-3 {
    right: 25%;
  }
  .col-md-pull-2 {
    right: 16.66666667%;
  }
  .col-md-pull-1 {
    right: 8.33333333%;
  }
  .col-md-pull-0 {
    right: auto;
  }
  .col-md-push-12 {
    left: 100%;
  }
  .col-md-push-11 {
    left: 91.66666667%;
  }
  .col-md-push-10 {
    left: 83.33333333%;
  }
  .col-md-push-9 {
    left: 75%;
  }
  .col-md-push-8 {
    left: 66.66666667%;
  }
  .col-md-push-7 {
    left: 58.33333333%;
  }
  .col-md-push-6 {
    left: 50%;
  }
  .col-md-push-5 {
    left: 41.66666667%;
  }
  .col-md-push-4 {
    left: 33.33333333%;
  }
  .col-md-push-3 {
    left: 25%;
  }
  .col-md-push-2 {
    left: 16.66666667%;
  }
  .col-md-push-1 {
    left: 8.33333333%;
  }
  .col-md-push-0 {
    left: auto;
  }
  .col-md-offset-12 {
    margin-left: 100%;
  }
  .col-md-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-md-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-md-offset-9 {
    margin-left: 75%;
  }
  .col-md-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-md-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-md-offset-6 {
    margin-left: 50%;
  }
  .col-md-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-md-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-md-offset-3 {
    margin-left: 25%;
  }
  .col-md-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-md-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-md-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 1200px) {
  .col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
    float: left;
  }
  .col-lg-12 {
    width: 100%;
  }
  .col-lg-11 {
    width: 91.66666667%;
  }
  .col-lg-10 {
    width: 83.33333333%;
  }
  .col-lg-9 {
    width: 75%;
  }
  .col-lg-8 {
    width: 66.66666667%;
  }
  .col-lg-7 {
    width: 58.33333333%;
  }
  .col-lg-6 {
    width: 50%;
  }
  .col-lg-5 {
    width: 41.66666667%;
  }
  .col-lg-4 {
    width: 33.33333333%;
  }
  .col-lg-3 {
    width: 25%;
  }
  .col-lg-2 {
    width: 16.66666667%;
  }
  .col-lg-1 {
    width: 8.33333333%;
  }
  .col-lg-pull-12 {
    right: 100%;
  }
  .col-lg-pull-11 {
    right: 91.66666667%;
  }
  .col-lg-pull-10 {
    right: 83.33333333%;
  }
  .col-lg-pull-9 {
    right: 75%;
  }
  .col-lg-pull-8 {
    right: 66.66666667%;
  }
  .col-lg-pull-7 {
    right: 58.33333333%;
  }
  .col-lg-pull-6 {
    right: 50%;
  }
  .col-lg-pull-5 {
    right: 41.66666667%;
  }
  .col-lg-pull-4 {
    right: 33.33333333%;
  }
  .col-lg-pull-3 {
    right: 25%;
  }
  .col-lg-pull-2 {
    right: 16.66666667%;
  }
  .col-lg-pull-1 {
    right: 8.33333333%;
  }
  .col-lg-pull-0 {
    right: auto;
  }
  .col-lg-push-12 {
    left: 100%;
  }
  .col-lg-push-11 {
    left: 91.66666667%;
  }
  .col-lg-push-10 {
    left: 83.33333333%;
  }
  .col-lg-push-9 {
    left: 75%;
  }
  .col-lg-push-8 {
    left: 66.66666667%;
  }
  .col-lg-push-7 {
    left: 58.33333333%;
  }
  .col-lg-push-6 {
    left: 50%;
  }
  .col-lg-push-5 {
    left: 41.66666667%;
  }
  .col-lg-push-4 {
    left: 33.33333333%;
  }
  .col-lg-push-3 {
    left: 25%;
  }
  .col-lg-push-2 {
    left: 16.66666667%;
  }
  .col-lg-push-1 {
    left: 8.33333333%;
  }
  .col-lg-push-0 {
    left: auto;
  }
  .col-lg-offset-12 {
    margin-left: 100%;
  }
  .col-lg-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-lg-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-lg-offset-9 {
    margin-left: 75%;
  }
  .col-lg-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-lg-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-lg-offset-6 {
    margin-left: 50%;
  }
  .col-lg-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-lg-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-lg-offset-3 {
    margin-left: 25%;
  }
  .col-lg-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-lg-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-lg-offset-0 {
    margin-left: 0%;
  }
}
table {
  background-color: transparent;
}
caption {
  padding-top: 8px;
  padding-bottom: 8px;
  color: #777777;
  text-align: left;
}
th {
  text-align: left;
}
.table {
  width: 100%;
  max-width: 100%;
  margin-bottom: 18px;
}
.table > thead > tr > th,
.table > tbody > tr > th,
.table > tfoot > tr > th,
.table > thead > tr > td,
.table > tbody > tr > td,
.table > tfoot > tr > td {
  padding: 8px;
  line-height: 1.42857143;
  vertical-align: top;
  border-top: 1px solid #ddd;
}
.table > thead > tr > th {
  vertical-align: bottom;
  border-bottom: 2px solid #ddd;
}
.table > caption + thead > tr:first-child > th,
.table > colgroup + thead > tr:first-child > th,
.table > thead:first-child > tr:first-child > th,
.table > caption + thead > tr:first-child > td,
.table > colgroup + thead > tr:first-child > td,
.table > thead:first-child > tr:first-child > td {
  border-top: 0;
}
.table > tbody + tbody {
  border-top: 2px solid #ddd;
}
.table .table {
  background-color: #fff;
}
.table-condensed > thead > tr > th,
.table-condensed > tbody > tr > th,
.table-condensed > tfoot > tr > th,
.table-condensed > thead > tr > td,
.table-condensed > tbody > tr > td,
.table-condensed > tfoot > tr > td {
  padding: 5px;
}
.table-bordered {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > tbody > tr > th,
.table-bordered > tfoot > tr > th,
.table-bordered > thead > tr > td,
.table-bordered > tbody > tr > td,
.table-bordered > tfoot > tr > td {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > thead > tr > td {
  border-bottom-width: 2px;
}
.table-striped > tbody > tr:nth-of-type(odd) {
  background-color: #f9f9f9;
}
.table-hover > tbody > tr:hover {
  background-color: #f5f5f5;
}
table col[class*="col-"] {
  position: static;
  float: none;
  display: table-column;
}
table td[class*="col-"],
table th[class*="col-"] {
  position: static;
  float: none;
  display: table-cell;
}
.table > thead > tr > td.active,
.table > tbody > tr > td.active,
.table > tfoot > tr > td.active,
.table > thead > tr > th.active,
.table > tbody > tr > th.active,
.table > tfoot > tr > th.active,
.table > thead > tr.active > td,
.table > tbody > tr.active > td,
.table > tfoot > tr.active > td,
.table > thead > tr.active > th,
.table > tbody > tr.active > th,
.table > tfoot > tr.active > th {
  background-color: #f5f5f5;
}
.table-hover > tbody > tr > td.active:hover,
.table-hover > tbody > tr > th.active:hover,
.table-hover > tbody > tr.active:hover > td,
.table-hover > tbody > tr:hover > .active,
.table-hover > tbody > tr.active:hover > th {
  background-color: #e8e8e8;
}
.table > thead > tr > td.success,
.table > tbody > tr > td.success,
.table > tfoot > tr > td.success,
.table > thead > tr > th.success,
.table > tbody > tr > th.success,
.table > tfoot > tr > th.success,
.table > thead > tr.success > td,
.table > tbody > tr.success > td,
.table > tfoot > tr.success > td,
.table > thead > tr.success > th,
.table > tbody > tr.success > th,
.table > tfoot > tr.success > th {
  background-color: #dff0d8;
}
.table-hover > tbody > tr > td.success:hover,
.table-hover > tbody > tr > th.success:hover,
.table-hover > tbody > tr.success:hover > td,
.table-hover > tbody > tr:hover > .success,
.table-hover > tbody > tr.success:hover > th {
  background-color: #d0e9c6;
}
.table > thead > tr > td.info,
.table > tbody > tr > td.info,
.table > tfoot > tr > td.info,
.table > thead > tr > th.info,
.table > tbody > tr > th.info,
.table > tfoot > tr > th.info,
.table > thead > tr.info > td,
.table > tbody > tr.info > td,
.table > tfoot > tr.info > td,
.table > thead > tr.info > th,
.table > tbody > tr.info > th,
.table > tfoot > tr.info > th {
  background-color: #d9edf7;
}
.table-hover > tbody > tr > td.info:hover,
.table-hover > tbody > tr > th.info:hover,
.table-hover > tbody > tr.info:hover > td,
.table-hover > tbody > tr:hover > .info,
.table-hover > tbody > tr.info:hover > th {
  background-color: #c4e3f3;
}
.table > thead > tr > td.warning,
.table > tbody > tr > td.warning,
.table > tfoot > tr > td.warning,
.table > thead > tr > th.warning,
.table > tbody > tr > th.warning,
.table > tfoot > tr > th.warning,
.table > thead > tr.warning > td,
.table > tbody > tr.warning > td,
.table > tfoot > tr.warning > td,
.table > thead > tr.warning > th,
.table > tbody > tr.warning > th,
.table > tfoot > tr.warning > th {
  background-color: #fcf8e3;
}
.table-hover > tbody > tr > td.warning:hover,
.table-hover > tbody > tr > th.warning:hover,
.table-hover > tbody > tr.warning:hover > td,
.table-hover > tbody > tr:hover > .warning,
.table-hover > tbody > tr.warning:hover > th {
  background-color: #faf2cc;
}
.table > thead > tr > td.danger,
.table > tbody > tr > td.danger,
.table > tfoot > tr > td.danger,
.table > thead > tr > th.danger,
.table > tbody > tr > th.danger,
.table > tfoot > tr > th.danger,
.table > thead > tr.danger > td,
.table > tbody > tr.danger > td,
.table > tfoot > tr.danger > td,
.table > thead > tr.danger > th,
.table > tbody > tr.danger > th,
.table > tfoot > tr.danger > th {
  background-color: #f2dede;
}
.table-hover > tbody > tr > td.danger:hover,
.table-hover > tbody > tr > th.danger:hover,
.table-hover > tbody > tr.danger:hover > td,
.table-hover > tbody > tr:hover > .danger,
.table-hover > tbody > tr.danger:hover > th {
  background-color: #ebcccc;
}
.table-responsive {
  overflow-x: auto;
  min-height: 0.01%;
}
@media screen and (max-width: 767px) {
  .table-responsive {
    width: 100%;
    margin-bottom: 13.5px;
    overflow-y: hidden;
    -ms-overflow-style: -ms-autohiding-scrollbar;
    border: 1px solid #ddd;
  }
  .table-responsive > .table {
    margin-bottom: 0;
  }
  .table-responsive > .table > thead > tr > th,
  .table-responsive > .table > tbody > tr > th,
  .table-responsive > .table > tfoot > tr > th,
  .table-responsive > .table > thead > tr > td,
  .table-responsive > .table > tbody > tr > td,
  .table-responsive > .table > tfoot > tr > td {
    white-space: nowrap;
  }
  .table-responsive > .table-bordered {
    border: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:first-child,
  .table-responsive > .table-bordered > tbody > tr > th:first-child,
  .table-responsive > .table-bordered > tfoot > tr > th:first-child,
  .table-responsive > .table-bordered > thead > tr > td:first-child,
  .table-responsive > .table-bordered > tbody > tr > td:first-child,
  .table-responsive > .table-bordered > tfoot > tr > td:first-child {
    border-left: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:last-child,
  .table-responsive > .table-bordered > tbody > tr > th:last-child,
  .table-responsive > .table-bordered > tfoot > tr > th:last-child,
  .table-responsive > .table-bordered > thead > tr > td:last-child,
  .table-responsive > .table-bordered > tbody > tr > td:last-child,
  .table-responsive > .table-bordered > tfoot > tr > td:last-child {
    border-right: 0;
  }
  .table-responsive > .table-bordered > tbody > tr:last-child > th,
  .table-responsive > .table-bordered > tfoot > tr:last-child > th,
  .table-responsive > .table-bordered > tbody > tr:last-child > td,
  .table-responsive > .table-bordered > tfoot > tr:last-child > td {
    border-bottom: 0;
  }
}
fieldset {
  padding: 0;
  margin: 0;
  border: 0;
  min-width: 0;
}
legend {
  display: block;
  width: 100%;
  padding: 0;
  margin-bottom: 18px;
  font-size: 19.5px;
  line-height: inherit;
  color: #333333;
  border: 0;
  border-bottom: 1px solid #e5e5e5;
}
label {
  display: inline-block;
  max-width: 100%;
  margin-bottom: 5px;
  font-weight: bold;
}
input[type="search"] {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
input[type="radio"],
input[type="checkbox"] {
  margin: 4px 0 0;
  margin-top: 1px \9;
  line-height: normal;
}
input[type="file"] {
  display: block;
}
input[type="range"] {
  display: block;
  width: 100%;
}
select[multiple],
select[size] {
  height: auto;
}
input[type="file"]:focus,
input[type="radio"]:focus,
input[type="checkbox"]:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
output {
  display: block;
  padding-top: 7px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
}
.form-control {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
}
.form-control:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.form-control::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.form-control:-ms-input-placeholder {
  color: #999;
}
.form-control::-webkit-input-placeholder {
  color: #999;
}
.form-control::-ms-expand {
  border: 0;
  background-color: transparent;
}
.form-control[disabled],
.form-control[readonly],
fieldset[disabled] .form-control {
  background-color: #eeeeee;
  opacity: 1;
}
.form-control[disabled],
fieldset[disabled] .form-control {
  cursor: not-allowed;
}
textarea.form-control {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: none;
}
@media screen and (-webkit-min-device-pixel-ratio: 0) {
  input[type="date"].form-control,
  input[type="time"].form-control,
  input[type="datetime-local"].form-control,
  input[type="month"].form-control {
    line-height: 32px;
  }
  input[type="date"].input-sm,
  input[type="time"].input-sm,
  input[type="datetime-local"].input-sm,
  input[type="month"].input-sm,
  .input-group-sm input[type="date"],
  .input-group-sm input[type="time"],
  .input-group-sm input[type="datetime-local"],
  .input-group-sm input[type="month"] {
    line-height: 30px;
  }
  input[type="date"].input-lg,
  input[type="time"].input-lg,
  input[type="datetime-local"].input-lg,
  input[type="month"].input-lg,
  .input-group-lg input[type="date"],
  .input-group-lg input[type="time"],
  .input-group-lg input[type="datetime-local"],
  .input-group-lg input[type="month"] {
    line-height: 45px;
  }
}
.form-group {
  margin-bottom: 15px;
}
.radio,
.checkbox {
  position: relative;
  display: block;
  margin-top: 10px;
  margin-bottom: 10px;
}
.radio label,
.checkbox label {
  min-height: 18px;
  padding-left: 20px;
  margin-bottom: 0;
  font-weight: normal;
  cursor: pointer;
}
.radio input[type="radio"],
.radio-inline input[type="radio"],
.checkbox input[type="checkbox"],
.checkbox-inline input[type="checkbox"] {
  position: absolute;
  margin-left: -20px;
  margin-top: 4px \9;
}
.radio + .radio,
.checkbox + .checkbox {
  margin-top: -5px;
}
.radio-inline,
.checkbox-inline {
  position: relative;
  display: inline-block;
  padding-left: 20px;
  margin-bottom: 0;
  vertical-align: middle;
  font-weight: normal;
  cursor: pointer;
}
.radio-inline + .radio-inline,
.checkbox-inline + .checkbox-inline {
  margin-top: 0;
  margin-left: 10px;
}
input[type="radio"][disabled],
input[type="checkbox"][disabled],
input[type="radio"].disabled,
input[type="checkbox"].disabled,
fieldset[disabled] input[type="radio"],
fieldset[disabled] input[type="checkbox"] {
  cursor: not-allowed;
}
.radio-inline.disabled,
.checkbox-inline.disabled,
fieldset[disabled] .radio-inline,
fieldset[disabled] .checkbox-inline {
  cursor: not-allowed;
}
.radio.disabled label,
.checkbox.disabled label,
fieldset[disabled] .radio label,
fieldset[disabled] .checkbox label {
  cursor: not-allowed;
}
.form-control-static {
  padding-top: 7px;
  padding-bottom: 7px;
  margin-bottom: 0;
  min-height: 31px;
}
.form-control-static.input-lg,
.form-control-static.input-sm {
  padding-left: 0;
  padding-right: 0;
}
.input-sm {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-sm {
  height: 30px;
  line-height: 30px;
}
textarea.input-sm,
select[multiple].input-sm {
  height: auto;
}
.form-group-sm .form-control {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.form-group-sm select.form-control {
  height: 30px;
  line-height: 30px;
}
.form-group-sm textarea.form-control,
.form-group-sm select[multiple].form-control {
  height: auto;
}
.form-group-sm .form-control-static {
  height: 30px;
  min-height: 30px;
  padding: 6px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.input-lg {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-lg {
  height: 45px;
  line-height: 45px;
}
textarea.input-lg,
select[multiple].input-lg {
  height: auto;
}
.form-group-lg .form-control {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.form-group-lg select.form-control {
  height: 45px;
  line-height: 45px;
}
.form-group-lg textarea.form-control,
.form-group-lg select[multiple].form-control {
  height: auto;
}
.form-group-lg .form-control-static {
  height: 45px;
  min-height: 35px;
  padding: 11px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.has-feedback {
  position: relative;
}
.has-feedback .form-control {
  padding-right: 40px;
}
.form-control-feedback {
  position: absolute;
  top: 0;
  right: 0;
  z-index: 2;
  display: block;
  width: 32px;
  height: 32px;
  line-height: 32px;
  text-align: center;
  pointer-events: none;
}
.input-lg + .form-control-feedback,
.input-group-lg + .form-control-feedback,
.form-group-lg .form-control + .form-control-feedback {
  width: 45px;
  height: 45px;
  line-height: 45px;
}
.input-sm + .form-control-feedback,
.input-group-sm + .form-control-feedback,
.form-group-sm .form-control + .form-control-feedback {
  width: 30px;
  height: 30px;
  line-height: 30px;
}
.has-success .help-block,
.has-success .control-label,
.has-success .radio,
.has-success .checkbox,
.has-success .radio-inline,
.has-success .checkbox-inline,
.has-success.radio label,
.has-success.checkbox label,
.has-success.radio-inline label,
.has-success.checkbox-inline label {
  color: #3c763d;
}
.has-success .form-control {
  border-color: #3c763d;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-success .form-control:focus {
  border-color: #2b542c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
}
.has-success .input-group-addon {
  color: #3c763d;
  border-color: #3c763d;
  background-color: #dff0d8;
}
.has-success .form-control-feedback {
  color: #3c763d;
}
.has-warning .help-block,
.has-warning .control-label,
.has-warning .radio,
.has-warning .checkbox,
.has-warning .radio-inline,
.has-warning .checkbox-inline,
.has-warning.radio label,
.has-warning.checkbox label,
.has-warning.radio-inline label,
.has-warning.checkbox-inline label {
  color: #8a6d3b;
}
.has-warning .form-control {
  border-color: #8a6d3b;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-warning .form-control:focus {
  border-color: #66512c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
}
.has-warning .input-group-addon {
  color: #8a6d3b;
  border-color: #8a6d3b;
  background-color: #fcf8e3;
}
.has-warning .form-control-feedback {
  color: #8a6d3b;
}
.has-error .help-block,
.has-error .control-label,
.has-error .radio,
.has-error .checkbox,
.has-error .radio-inline,
.has-error .checkbox-inline,
.has-error.radio label,
.has-error.checkbox label,
.has-error.radio-inline label,
.has-error.checkbox-inline label {
  color: #a94442;
}
.has-error .form-control {
  border-color: #a94442;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-error .form-control:focus {
  border-color: #843534;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
}
.has-error .input-group-addon {
  color: #a94442;
  border-color: #a94442;
  background-color: #f2dede;
}
.has-error .form-control-feedback {
  color: #a94442;
}
.has-feedback label ~ .form-control-feedback {
  top: 23px;
}
.has-feedback label.sr-only ~ .form-control-feedback {
  top: 0;
}
.help-block {
  display: block;
  margin-top: 5px;
  margin-bottom: 10px;
  color: #404040;
}
@media (min-width: 768px) {
  .form-inline .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .form-inline .form-control-static {
    display: inline-block;
  }
  .form-inline .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .form-inline .input-group .input-group-addon,
  .form-inline .input-group .input-group-btn,
  .form-inline .input-group .form-control {
    width: auto;
  }
  .form-inline .input-group > .form-control {
    width: 100%;
  }
  .form-inline .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio,
  .form-inline .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio label,
  .form-inline .checkbox label {
    padding-left: 0;
  }
  .form-inline .radio input[type="radio"],
  .form-inline .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .form-inline .has-feedback .form-control-feedback {
    top: 0;
  }
}
.form-horizontal .radio,
.form-horizontal .checkbox,
.form-horizontal .radio-inline,
.form-horizontal .checkbox-inline {
  margin-top: 0;
  margin-bottom: 0;
  padding-top: 7px;
}
.form-horizontal .radio,
.form-horizontal .checkbox {
  min-height: 25px;
}
.form-horizontal .form-group {
  margin-left: 0px;
  margin-right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .control-label {
    text-align: right;
    margin-bottom: 0;
    padding-top: 7px;
  }
}
.form-horizontal .has-feedback .form-control-feedback {
  right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .form-group-lg .control-label {
    padding-top: 11px;
    font-size: 17px;
  }
}
@media (min-width: 768px) {
  .form-horizontal .form-group-sm .control-label {
    padding-top: 6px;
    font-size: 12px;
  }
}
.btn {
  display: inline-block;
  margin-bottom: 0;
  font-weight: normal;
  text-align: center;
  vertical-align: middle;
  touch-action: manipulation;
  cursor: pointer;
  background-image: none;
  border: 1px solid transparent;
  white-space: nowrap;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  border-radius: 2px;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}
.btn:focus,
.btn:active:focus,
.btn.active:focus,
.btn.focus,
.btn:active.focus,
.btn.active.focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
.btn:hover,
.btn:focus,
.btn.focus {
  color: #333;
  text-decoration: none;
}
.btn:active,
.btn.active {
  outline: 0;
  background-image: none;
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn.disabled,
.btn[disabled],
fieldset[disabled] .btn {
  cursor: not-allowed;
  opacity: 0.65;
  filter: alpha(opacity=65);
  -webkit-box-shadow: none;
  box-shadow: none;
}
a.btn.disabled,
fieldset[disabled] a.btn {
  pointer-events: none;
}
.btn-default {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.btn-default:focus,
.btn-default.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.btn-default:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active:hover,
.btn-default.active:hover,
.open > .dropdown-toggle.btn-default:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.open > .dropdown-toggle.btn-default:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn-default.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  background-image: none;
}
.btn-default.disabled:hover,
.btn-default[disabled]:hover,
fieldset[disabled] .btn-default:hover,
.btn-default.disabled:focus,
.btn-default[disabled]:focus,
fieldset[disabled] .btn-default:focus,
.btn-default.disabled.focus,
.btn-default[disabled].focus,
fieldset[disabled] .btn-default.focus {
  background-color: #fff;
  border-color: #ccc;
}
.btn-default .badge {
  color: #fff;
  background-color: #333;
}
.btn-primary {
  color: #fff;
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary:focus,
.btn-primary.focus {
  color: #fff;
  background-color: #286090;
  border-color: #122b40;
}
.btn-primary:hover {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active:hover,
.btn-primary.active:hover,
.open > .dropdown-toggle.btn-primary:hover,
.btn-primary:active:focus,
.btn-primary.active:focus,
.open > .dropdown-toggle.btn-primary:focus,
.btn-primary:active.focus,
.btn-primary.active.focus,
.open > .dropdown-toggle.btn-primary.focus {
  color: #fff;
  background-color: #204d74;
  border-color: #122b40;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  background-image: none;
}
.btn-primary.disabled:hover,
.btn-primary[disabled]:hover,
fieldset[disabled] .btn-primary:hover,
.btn-primary.disabled:focus,
.btn-primary[disabled]:focus,
fieldset[disabled] .btn-primary:focus,
.btn-primary.disabled.focus,
.btn-primary[disabled].focus,
fieldset[disabled] .btn-primary.focus {
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary .badge {
  color: #337ab7;
  background-color: #fff;
}
.btn-success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success:focus,
.btn-success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.btn-success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active:hover,
.btn-success.active:hover,
.open > .dropdown-toggle.btn-success:hover,
.btn-success:active:focus,
.btn-success.active:focus,
.open > .dropdown-toggle.btn-success:focus,
.btn-success:active.focus,
.btn-success.active.focus,
.open > .dropdown-toggle.btn-success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  background-image: none;
}
.btn-success.disabled:hover,
.btn-success[disabled]:hover,
fieldset[disabled] .btn-success:hover,
.btn-success.disabled:focus,
.btn-success[disabled]:focus,
fieldset[disabled] .btn-success:focus,
.btn-success.disabled.focus,
.btn-success[disabled].focus,
fieldset[disabled] .btn-success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.btn-info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info:focus,
.btn-info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.btn-info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active:hover,
.btn-info.active:hover,
.open > .dropdown-toggle.btn-info:hover,
.btn-info:active:focus,
.btn-info.active:focus,
.open > .dropdown-toggle.btn-info:focus,
.btn-info:active.focus,
.btn-info.active.focus,
.open > .dropdown-toggle.btn-info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  background-image: none;
}
.btn-info.disabled:hover,
.btn-info[disabled]:hover,
fieldset[disabled] .btn-info:hover,
.btn-info.disabled:focus,
.btn-info[disabled]:focus,
fieldset[disabled] .btn-info:focus,
.btn-info.disabled.focus,
.btn-info[disabled].focus,
fieldset[disabled] .btn-info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.btn-warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning:focus,
.btn-warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.btn-warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active:hover,
.btn-warning.active:hover,
.open > .dropdown-toggle.btn-warning:hover,
.btn-warning:active:focus,
.btn-warning.active:focus,
.open > .dropdown-toggle.btn-warning:focus,
.btn-warning:active.focus,
.btn-warning.active.focus,
.open > .dropdown-toggle.btn-warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  background-image: none;
}
.btn-warning.disabled:hover,
.btn-warning[disabled]:hover,
fieldset[disabled] .btn-warning:hover,
.btn-warning.disabled:focus,
.btn-warning[disabled]:focus,
fieldset[disabled] .btn-warning:focus,
.btn-warning.disabled.focus,
.btn-warning[disabled].focus,
fieldset[disabled] .btn-warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.btn-danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger:focus,
.btn-danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.btn-danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active:hover,
.btn-danger.active:hover,
.open > .dropdown-toggle.btn-danger:hover,
.btn-danger:active:focus,
.btn-danger.active:focus,
.open > .dropdown-toggle.btn-danger:focus,
.btn-danger:active.focus,
.btn-danger.active.focus,
.open > .dropdown-toggle.btn-danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  background-image: none;
}
.btn-danger.disabled:hover,
.btn-danger[disabled]:hover,
fieldset[disabled] .btn-danger:hover,
.btn-danger.disabled:focus,
.btn-danger[disabled]:focus,
fieldset[disabled] .btn-danger:focus,
.btn-danger.disabled.focus,
.btn-danger[disabled].focus,
fieldset[disabled] .btn-danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger .badge {
  color: #d9534f;
  background-color: #fff;
}
.btn-link {
  color: #337ab7;
  font-weight: normal;
  border-radius: 0;
}
.btn-link,
.btn-link:active,
.btn-link.active,
.btn-link[disabled],
fieldset[disabled] .btn-link {
  background-color: transparent;
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn-link,
.btn-link:hover,
.btn-link:focus,
.btn-link:active {
  border-color: transparent;
}
.btn-link:hover,
.btn-link:focus {
  color: #23527c;
  text-decoration: underline;
  background-color: transparent;
}
.btn-link[disabled]:hover,
fieldset[disabled] .btn-link:hover,
.btn-link[disabled]:focus,
fieldset[disabled] .btn-link:focus {
  color: #777777;
  text-decoration: none;
}
.btn-lg,
.btn-group-lg > .btn {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.btn-sm,
.btn-group-sm > .btn {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-xs,
.btn-group-xs > .btn {
  padding: 1px 5px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-block {
  display: block;
  width: 100%;
}
.btn-block + .btn-block {
  margin-top: 5px;
}
input[type="submit"].btn-block,
input[type="reset"].btn-block,
input[type="button"].btn-block {
  width: 100%;
}
.fade {
  opacity: 0;
  -webkit-transition: opacity 0.15s linear;
  -o-transition: opacity 0.15s linear;
  transition: opacity 0.15s linear;
}
.fade.in {
  opacity: 1;
}
.collapse {
  display: none;
}
.collapse.in {
  display: block;
}
tr.collapse.in {
  display: table-row;
}
tbody.collapse.in {
  display: table-row-group;
}
.collapsing {
  position: relative;
  height: 0;
  overflow: hidden;
  -webkit-transition-property: height, visibility;
  transition-property: height, visibility;
  -webkit-transition-duration: 0.35s;
  transition-duration: 0.35s;
  -webkit-transition-timing-function: ease;
  transition-timing-function: ease;
}
.caret {
  display: inline-block;
  width: 0;
  height: 0;
  margin-left: 2px;
  vertical-align: middle;
  border-top: 4px dashed;
  border-top: 4px solid \9;
  border-right: 4px solid transparent;
  border-left: 4px solid transparent;
}
.dropup,
.dropdown {
  position: relative;
}
.dropdown-toggle:focus {
  outline: 0;
}
.dropdown-menu {
  position: absolute;
  top: 100%;
  left: 0;
  z-index: 1000;
  display: none;
  float: left;
  min-width: 160px;
  padding: 5px 0;
  margin: 2px 0 0;
  list-style: none;
  font-size: 13px;
  text-align: left;
  background-color: #fff;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.15);
  border-radius: 2px;
  -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  background-clip: padding-box;
}
.dropdown-menu.pull-right {
  right: 0;
  left: auto;
}
.dropdown-menu .divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.dropdown-menu > li > a {
  display: block;
  padding: 3px 20px;
  clear: both;
  font-weight: normal;
  line-height: 1.42857143;
  color: #333333;
  white-space: nowrap;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
  text-decoration: none;
  color: #262626;
  background-color: #f5f5f5;
}
.dropdown-menu > .active > a,
.dropdown-menu > .active > a:hover,
.dropdown-menu > .active > a:focus {
  color: #fff;
  text-decoration: none;
  outline: 0;
  background-color: #337ab7;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  color: #777777;
}
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  text-decoration: none;
  background-color: transparent;
  background-image: none;
  filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
  cursor: not-allowed;
}
.open > .dropdown-menu {
  display: block;
}
.open > a {
  outline: 0;
}
.dropdown-menu-right {
  left: auto;
  right: 0;
}
.dropdown-menu-left {
  left: 0;
  right: auto;
}
.dropdown-header {
  display: block;
  padding: 3px 20px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #777777;
  white-space: nowrap;
}
.dropdown-backdrop {
  position: fixed;
  left: 0;
  right: 0;
  bottom: 0;
  top: 0;
  z-index: 990;
}
.pull-right > .dropdown-menu {
  right: 0;
  left: auto;
}
.dropup .caret,
.navbar-fixed-bottom .dropdown .caret {
  border-top: 0;
  border-bottom: 4px dashed;
  border-bottom: 4px solid \9;
  content: "";
}
.dropup .dropdown-menu,
.navbar-fixed-bottom .dropdown .dropdown-menu {
  top: auto;
  bottom: 100%;
  margin-bottom: 2px;
}
@media (min-width: 541px) {
  .navbar-right .dropdown-menu {
    left: auto;
    right: 0;
  }
  .navbar-right .dropdown-menu-left {
    left: 0;
    right: auto;
  }
}
.btn-group,
.btn-group-vertical {
  position: relative;
  display: inline-block;
  vertical-align: middle;
}
.btn-group > .btn,
.btn-group-vertical > .btn {
  position: relative;
  float: left;
}
.btn-group > .btn:hover,
.btn-group-vertical > .btn:hover,
.btn-group > .btn:focus,
.btn-group-vertical > .btn:focus,
.btn-group > .btn:active,
.btn-group-vertical > .btn:active,
.btn-group > .btn.active,
.btn-group-vertical > .btn.active {
  z-index: 2;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
  margin-left: -1px;
}
.btn-toolbar {
  margin-left: -5px;
}
.btn-toolbar .btn,
.btn-toolbar .btn-group,
.btn-toolbar .input-group {
  float: left;
}
.btn-toolbar > .btn,
.btn-toolbar > .btn-group,
.btn-toolbar > .input-group {
  margin-left: 5px;
}
.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
  border-radius: 0;
}
.btn-group > .btn:first-child {
  margin-left: 0;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn:last-child:not(:first-child),
.btn-group > .dropdown-toggle:not(:first-child) {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group > .btn-group {
  float: left;
}
.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group .dropdown-toggle:active,
.btn-group.open .dropdown-toggle {
  outline: 0;
}
.btn-group > .btn + .dropdown-toggle {
  padding-left: 8px;
  padding-right: 8px;
}
.btn-group > .btn-lg + .dropdown-toggle {
  padding-left: 12px;
  padding-right: 12px;
}
.btn-group.open .dropdown-toggle {
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn-group.open .dropdown-toggle.btn-link {
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn .caret {
  margin-left: 0;
}
.btn-lg .caret {
  border-width: 5px 5px 0;
  border-bottom-width: 0;
}
.dropup .btn-lg .caret {
  border-width: 0 5px 5px;
}
.btn-group-vertical > .btn,
.btn-group-vertical > .btn-group,
.btn-group-vertical > .btn-group > .btn {
  display: block;
  float: none;
  width: 100%;
  max-width: 100%;
}
.btn-group-vertical > .btn-group > .btn {
  float: none;
}
.btn-group-vertical > .btn + .btn,
.btn-group-vertical > .btn + .btn-group,
.btn-group-vertical > .btn-group + .btn,
.btn-group-vertical > .btn-group + .btn-group {
  margin-top: -1px;
  margin-left: 0;
}
.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.btn-group-vertical > .btn:first-child:not(:last-child) {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn:last-child:not(:first-child) {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.btn-group-justified {
  display: table;
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
}
.btn-group-justified > .btn,
.btn-group-justified > .btn-group {
  float: none;
  display: table-cell;
  width: 1%;
}
.btn-group-justified > .btn-group .btn {
  width: 100%;
}
.btn-group-justified > .btn-group .dropdown-menu {
  left: auto;
}
[data-toggle="buttons"] > .btn input[type="radio"],
[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
[data-toggle="buttons"] > .btn input[type="checkbox"],
[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
  position: absolute;
  clip: rect(0, 0, 0, 0);
  pointer-events: none;
}
.input-group {
  position: relative;
  display: table;
  border-collapse: separate;
}
.input-group[class*="col-"] {
  float: none;
  padding-left: 0;
  padding-right: 0;
}
.input-group .form-control {
  position: relative;
  z-index: 2;
  float: left;
  width: 100%;
  margin-bottom: 0;
}
.input-group .form-control:focus {
  z-index: 3;
}
.input-group-lg > .form-control,
.input-group-lg > .input-group-addon,
.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-group-lg > .form-control,
select.input-group-lg > .input-group-addon,
select.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  line-height: 45px;
}
textarea.input-group-lg > .form-control,
textarea.input-group-lg > .input-group-addon,
textarea.input-group-lg > .input-group-btn > .btn,
select[multiple].input-group-lg > .form-control,
select[multiple].input-group-lg > .input-group-addon,
select[multiple].input-group-lg > .input-group-btn > .btn {
  height: auto;
}
.input-group-sm > .form-control,
.input-group-sm > .input-group-addon,
.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-group-sm > .form-control,
select.input-group-sm > .input-group-addon,
select.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  line-height: 30px;
}
textarea.input-group-sm > .form-control,
textarea.input-group-sm > .input-group-addon,
textarea.input-group-sm > .input-group-btn > .btn,
select[multiple].input-group-sm > .form-control,
select[multiple].input-group-sm > .input-group-addon,
select[multiple].input-group-sm > .input-group-btn > .btn {
  height: auto;
}
.input-group-addon,
.input-group-btn,
.input-group .form-control {
  display: table-cell;
}
.input-group-addon:not(:first-child):not(:last-child),
.input-group-btn:not(:first-child):not(:last-child),
.input-group .form-control:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.input-group-addon,
.input-group-btn {
  width: 1%;
  white-space: nowrap;
  vertical-align: middle;
}
.input-group-addon {
  padding: 6px 12px;
  font-size: 13px;
  font-weight: normal;
  line-height: 1;
  color: #555555;
  text-align: center;
  background-color: #eeeeee;
  border: 1px solid #ccc;
  border-radius: 2px;
}
.input-group-addon.input-sm {
  padding: 5px 10px;
  font-size: 12px;
  border-radius: 1px;
}
.input-group-addon.input-lg {
  padding: 10px 16px;
  font-size: 17px;
  border-radius: 3px;
}
.input-group-addon input[type="radio"],
.input-group-addon input[type="checkbox"] {
  margin-top: 0;
}
.input-group .form-control:first-child,
.input-group-addon:first-child,
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group > .btn,
.input-group-btn:first-child > .dropdown-toggle,
.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.input-group-addon:first-child {
  border-right: 0;
}
.input-group .form-control:last-child,
.input-group-addon:last-child,
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group > .btn,
.input-group-btn:last-child > .dropdown-toggle,
.input-group-btn:first-child > .btn:not(:first-child),
.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.input-group-addon:last-child {
  border-left: 0;
}
.input-group-btn {
  position: relative;
  font-size: 0;
  white-space: nowrap;
}
.input-group-btn > .btn {
  position: relative;
}
.input-group-btn > .btn + .btn {
  margin-left: -1px;
}
.input-group-btn > .btn:hover,
.input-group-btn > .btn:focus,
.input-group-btn > .btn:active {
  z-index: 2;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
  margin-right: -1px;
}
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group {
  z-index: 2;
  margin-left: -1px;
}
.nav {
  margin-bottom: 0;
  padding-left: 0;
  list-style: none;
}
.nav > li {
  position: relative;
  display: block;
}
.nav > li > a {
  position: relative;
  display: block;
  padding: 10px 15px;
}
.nav > li > a:hover,
.nav > li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.nav > li.disabled > a {
  color: #777777;
}
.nav > li.disabled > a:hover,
.nav > li.disabled > a:focus {
  color: #777777;
  text-decoration: none;
  background-color: transparent;
  cursor: not-allowed;
}
.nav .open > a,
.nav .open > a:hover,
.nav .open > a:focus {
  background-color: #eeeeee;
  border-color: #337ab7;
}
.nav .nav-divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.nav > li > a > img {
  max-width: none;
}
.nav-tabs {
  border-bottom: 1px solid #ddd;
}
.nav-tabs > li {
  float: left;
  margin-bottom: -1px;
}
.nav-tabs > li > a {
  margin-right: 2px;
  line-height: 1.42857143;
  border: 1px solid transparent;
  border-radius: 2px 2px 0 0;
}
.nav-tabs > li > a:hover {
  border-color: #eeeeee #eeeeee #ddd;
}
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
  color: #555555;
  background-color: #fff;
  border: 1px solid #ddd;
  border-bottom-color: transparent;
  cursor: default;
}
.nav-tabs.nav-justified {
  width: 100%;
  border-bottom: 0;
}
.nav-tabs.nav-justified > li {
  float: none;
}
.nav-tabs.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-tabs.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-tabs.nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs.nav-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs.nav-justified > .active > a,
.nav-tabs.nav-justified > .active > a:hover,
.nav-tabs.nav-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs.nav-justified > .active > a,
  .nav-tabs.nav-justified > .active > a:hover,
  .nav-tabs.nav-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.nav-pills > li {
  float: left;
}
.nav-pills > li > a {
  border-radius: 2px;
}
.nav-pills > li + li {
  margin-left: 2px;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
  color: #fff;
  background-color: #337ab7;
}
.nav-stacked > li {
  float: none;
}
.nav-stacked > li + li {
  margin-top: 2px;
  margin-left: 0;
}
.nav-justified {
  width: 100%;
}
.nav-justified > li {
  float: none;
}
.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs-justified {
  border-bottom: 0;
}
.nav-tabs-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs-justified > .active > a,
.nav-tabs-justified > .active > a:hover,
.nav-tabs-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs-justified > .active > a,
  .nav-tabs-justified > .active > a:hover,
  .nav-tabs-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.tab-content > .tab-pane {
  display: none;
}
.tab-content > .active {
  display: block;
}
.nav-tabs .dropdown-menu {
  margin-top: -1px;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar {
  position: relative;
  min-height: 30px;
  margin-bottom: 18px;
  border: 1px solid transparent;
}
@media (min-width: 541px) {
  .navbar {
    border-radius: 2px;
  }
}
@media (min-width: 541px) {
  .navbar-header {
    float: left;
  }
}
.navbar-collapse {
  overflow-x: visible;
  padding-right: 0px;
  padding-left: 0px;
  border-top: 1px solid transparent;
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
  -webkit-overflow-scrolling: touch;
}
.navbar-collapse.in {
  overflow-y: auto;
}
@media (min-width: 541px) {
  .navbar-collapse {
    width: auto;
    border-top: 0;
    box-shadow: none;
  }
  .navbar-collapse.collapse {
    display: block !important;
    height: auto !important;
    padding-bottom: 0;
    overflow: visible !important;
  }
  .navbar-collapse.in {
    overflow-y: visible;
  }
  .navbar-fixed-top .navbar-collapse,
  .navbar-static-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    padding-left: 0;
    padding-right: 0;
  }
}
.navbar-fixed-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
  max-height: 340px;
}
@media (max-device-width: 540px) and (orientation: landscape) {
  .navbar-fixed-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    max-height: 200px;
  }
}
.container > .navbar-header,
.container-fluid > .navbar-header,
.container > .navbar-collapse,
.container-fluid > .navbar-collapse {
  margin-right: 0px;
  margin-left: 0px;
}
@media (min-width: 541px) {
  .container > .navbar-header,
  .container-fluid > .navbar-header,
  .container > .navbar-collapse,
  .container-fluid > .navbar-collapse {
    margin-right: 0;
    margin-left: 0;
  }
}
.navbar-static-top {
  z-index: 1000;
  border-width: 0 0 1px;
}
@media (min-width: 541px) {
  .navbar-static-top {
    border-radius: 0;
  }
}
.navbar-fixed-top,
.navbar-fixed-bottom {
  position: fixed;
  right: 0;
  left: 0;
  z-index: 1030;
}
@media (min-width: 541px) {
  .navbar-fixed-top,
  .navbar-fixed-bottom {
    border-radius: 0;
  }
}
.navbar-fixed-top {
  top: 0;
  border-width: 0 0 1px;
}
.navbar-fixed-bottom {
  bottom: 0;
  margin-bottom: 0;
  border-width: 1px 0 0;
}
.navbar-brand {
  float: left;
  padding: 6px 0px;
  font-size: 17px;
  line-height: 18px;
  height: 30px;
}
.navbar-brand:hover,
.navbar-brand:focus {
  text-decoration: none;
}
.navbar-brand > img {
  display: block;
}
@media (min-width: 541px) {
  .navbar > .container .navbar-brand,
  .navbar > .container-fluid .navbar-brand {
    margin-left: 0px;
  }
}
.navbar-toggle {
  position: relative;
  float: right;
  margin-right: 0px;
  padding: 9px 10px;
  margin-top: -2px;
  margin-bottom: -2px;
  background-color: transparent;
  background-image: none;
  border: 1px solid transparent;
  border-radius: 2px;
}
.navbar-toggle:focus {
  outline: 0;
}
.navbar-toggle .icon-bar {
  display: block;
  width: 22px;
  height: 2px;
  border-radius: 1px;
}
.navbar-toggle .icon-bar + .icon-bar {
  margin-top: 4px;
}
@media (min-width: 541px) {
  .navbar-toggle {
    display: none;
  }
}
.navbar-nav {
  margin: 3px 0px;
}
.navbar-nav > li > a {
  padding-top: 10px;
  padding-bottom: 10px;
  line-height: 18px;
}
@media (max-width: 540px) {
  .navbar-nav .open .dropdown-menu {
    position: static;
    float: none;
    width: auto;
    margin-top: 0;
    background-color: transparent;
    border: 0;
    box-shadow: none;
  }
  .navbar-nav .open .dropdown-menu > li > a,
  .navbar-nav .open .dropdown-menu .dropdown-header {
    padding: 5px 15px 5px 25px;
  }
  .navbar-nav .open .dropdown-menu > li > a {
    line-height: 18px;
  }
  .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-nav .open .dropdown-menu > li > a:focus {
    background-image: none;
  }
}
@media (min-width: 541px) {
  .navbar-nav {
    float: left;
    margin: 0;
  }
  .navbar-nav > li {
    float: left;
  }
  .navbar-nav > li > a {
    padding-top: 6px;
    padding-bottom: 6px;
  }
}
.navbar-form {
  margin-left: 0px;
  margin-right: 0px;
  padding: 10px 0px;
  border-top: 1px solid transparent;
  border-bottom: 1px solid transparent;
  -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  margin-top: -1px;
  margin-bottom: -1px;
}
@media (min-width: 768px) {
  .navbar-form .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .navbar-form .form-control-static {
    display: inline-block;
  }
  .navbar-form .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .navbar-form .input-group .input-group-addon,
  .navbar-form .input-group .input-group-btn,
  .navbar-form .input-group .form-control {
    width: auto;
  }
  .navbar-form .input-group > .form-control {
    width: 100%;
  }
  .navbar-form .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio,
  .navbar-form .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio label,
  .navbar-form .checkbox label {
    padding-left: 0;
  }
  .navbar-form .radio input[type="radio"],
  .navbar-form .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .navbar-form .has-feedback .form-control-feedback {
    top: 0;
  }
}
@media (max-width: 540px) {
  .navbar-form .form-group {
    margin-bottom: 5px;
  }
  .navbar-form .form-group:last-child {
    margin-bottom: 0;
  }
}
@media (min-width: 541px) {
  .navbar-form {
    width: auto;
    border: 0;
    margin-left: 0;
    margin-right: 0;
    padding-top: 0;
    padding-bottom: 0;
    -webkit-box-shadow: none;
    box-shadow: none;
  }
}
.navbar-nav > li > .dropdown-menu {
  margin-top: 0;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
  margin-bottom: 0;
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.navbar-btn {
  margin-top: -1px;
  margin-bottom: -1px;
}
.navbar-btn.btn-sm {
  margin-top: 0px;
  margin-bottom: 0px;
}
.navbar-btn.btn-xs {
  margin-top: 4px;
  margin-bottom: 4px;
}
.navbar-text {
  margin-top: 6px;
  margin-bottom: 6px;
}
@media (min-width: 541px) {
  .navbar-text {
    float: left;
    margin-left: 0px;
    margin-right: 0px;
  }
}
@media (min-width: 541px) {
  .navbar-left {
    float: left !important;
    float: left;
  }
  .navbar-right {
    float: right !important;
    float: right;
    margin-right: 0px;
  }
  .navbar-right ~ .navbar-right {
    margin-right: 0;
  }
}
.navbar-default {
  background-color: #f8f8f8;
  border-color: #e7e7e7;
}
.navbar-default .navbar-brand {
  color: #777;
}
.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
  color: #5e5e5e;
  background-color: transparent;
}
.navbar-default .navbar-text {
  color: #777;
}
.navbar-default .navbar-nav > li > a {
  color: #777;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
  color: #333;
  background-color: transparent;
}
.navbar-default .navbar-nav > .active > a,
.navbar-default .navbar-nav > .active > a:hover,
.navbar-default .navbar-nav > .active > a:focus {
  color: #555;
  background-color: #e7e7e7;
}
.navbar-default .navbar-nav > .disabled > a,
.navbar-default .navbar-nav > .disabled > a:hover,
.navbar-default .navbar-nav > .disabled > a:focus {
  color: #ccc;
  background-color: transparent;
}
.navbar-default .navbar-toggle {
  border-color: #ddd;
}
.navbar-default .navbar-toggle:hover,
.navbar-default .navbar-toggle:focus {
  background-color: #ddd;
}
.navbar-default .navbar-toggle .icon-bar {
  background-color: #888;
}
.navbar-default .navbar-collapse,
.navbar-default .navbar-form {
  border-color: #e7e7e7;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
  background-color: #e7e7e7;
  color: #555;
}
@media (max-width: 540px) {
  .navbar-default .navbar-nav .open .dropdown-menu > li > a {
    color: #777;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #333;
    background-color: transparent;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #555;
    background-color: #e7e7e7;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #ccc;
    background-color: transparent;
  }
}
.navbar-default .navbar-link {
  color: #777;
}
.navbar-default .navbar-link:hover {
  color: #333;
}
.navbar-default .btn-link {
  color: #777;
}
.navbar-default .btn-link:hover,
.navbar-default .btn-link:focus {
  color: #333;
}
.navbar-default .btn-link[disabled]:hover,
fieldset[disabled] .navbar-default .btn-link:hover,
.navbar-default .btn-link[disabled]:focus,
fieldset[disabled] .navbar-default .btn-link:focus {
  color: #ccc;
}
.navbar-inverse {
  background-color: #222;
  border-color: #080808;
}
.navbar-inverse .navbar-brand {
  color: #9d9d9d;
}
.navbar-inverse .navbar-brand:hover,
.navbar-inverse .navbar-brand:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-text {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a:hover,
.navbar-inverse .navbar-nav > li > a:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-nav > .active > a,
.navbar-inverse .navbar-nav > .active > a:hover,
.navbar-inverse .navbar-nav > .active > a:focus {
  color: #fff;
  background-color: #080808;
}
.navbar-inverse .navbar-nav > .disabled > a,
.navbar-inverse .navbar-nav > .disabled > a:hover,
.navbar-inverse .navbar-nav > .disabled > a:focus {
  color: #444;
  background-color: transparent;
}
.navbar-inverse .navbar-toggle {
  border-color: #333;
}
.navbar-inverse .navbar-toggle:hover,
.navbar-inverse .navbar-toggle:focus {
  background-color: #333;
}
.navbar-inverse .navbar-toggle .icon-bar {
  background-color: #fff;
}
.navbar-inverse .navbar-collapse,
.navbar-inverse .navbar-form {
  border-color: #101010;
}
.navbar-inverse .navbar-nav > .open > a,
.navbar-inverse .navbar-nav > .open > a:hover,
.navbar-inverse .navbar-nav > .open > a:focus {
  background-color: #080808;
  color: #fff;
}
@media (max-width: 540px) {
  .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
    border-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
    color: #9d9d9d;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #fff;
    background-color: transparent;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #fff;
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #444;
    background-color: transparent;
  }
}
.navbar-inverse .navbar-link {
  color: #9d9d9d;
}
.navbar-inverse .navbar-link:hover {
  color: #fff;
}
.navbar-inverse .btn-link {
  color: #9d9d9d;
}
.navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link:focus {
  color: #fff;
}
.navbar-inverse .btn-link[disabled]:hover,
fieldset[disabled] .navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link[disabled]:focus,
fieldset[disabled] .navbar-inverse .btn-link:focus {
  color: #444;
}
.breadcrumb {
  padding: 8px 15px;
  margin-bottom: 18px;
  list-style: none;
  background-color: #f5f5f5;
  border-radius: 2px;
}
.breadcrumb > li {
  display: inline-block;
}
.breadcrumb > li + li:before {
  content: "/\00a0";
  padding: 0 5px;
  color: #5e5e5e;
}
.breadcrumb > .active {
  color: #777777;
}
.pagination {
  display: inline-block;
  padding-left: 0;
  margin: 18px 0;
  border-radius: 2px;
}
.pagination > li {
  display: inline;
}
.pagination > li > a,
.pagination > li > span {
  position: relative;
  float: left;
  padding: 6px 12px;
  line-height: 1.42857143;
  text-decoration: none;
  color: #337ab7;
  background-color: #fff;
  border: 1px solid #ddd;
  margin-left: -1px;
}
.pagination > li:first-child > a,
.pagination > li:first-child > span {
  margin-left: 0;
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.pagination > li:last-child > a,
.pagination > li:last-child > span {
  border-bottom-right-radius: 2px;
  border-top-right-radius: 2px;
}
.pagination > li > a:hover,
.pagination > li > span:hover,
.pagination > li > a:focus,
.pagination > li > span:focus {
  z-index: 2;
  color: #23527c;
  background-color: #eeeeee;
  border-color: #ddd;
}
.pagination > .active > a,
.pagination > .active > span,
.pagination > .active > a:hover,
.pagination > .active > span:hover,
.pagination > .active > a:focus,
.pagination > .active > span:focus {
  z-index: 3;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
  cursor: default;
}
.pagination > .disabled > span,
.pagination > .disabled > span:hover,
.pagination > .disabled > span:focus,
.pagination > .disabled > a,
.pagination > .disabled > a:hover,
.pagination > .disabled > a:focus {
  color: #777777;
  background-color: #fff;
  border-color: #ddd;
  cursor: not-allowed;
}
.pagination-lg > li > a,
.pagination-lg > li > span {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.pagination-lg > li:first-child > a,
.pagination-lg > li:first-child > span {
  border-bottom-left-radius: 3px;
  border-top-left-radius: 3px;
}
.pagination-lg > li:last-child > a,
.pagination-lg > li:last-child > span {
  border-bottom-right-radius: 3px;
  border-top-right-radius: 3px;
}
.pagination-sm > li > a,
.pagination-sm > li > span {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.pagination-sm > li:first-child > a,
.pagination-sm > li:first-child > span {
  border-bottom-left-radius: 1px;
  border-top-left-radius: 1px;
}
.pagination-sm > li:last-child > a,
.pagination-sm > li:last-child > span {
  border-bottom-right-radius: 1px;
  border-top-right-radius: 1px;
}
.pager {
  padding-left: 0;
  margin: 18px 0;
  list-style: none;
  text-align: center;
}
.pager li {
  display: inline;
}
.pager li > a,
.pager li > span {
  display: inline-block;
  padding: 5px 14px;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 15px;
}
.pager li > a:hover,
.pager li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.pager .next > a,
.pager .next > span {
  float: right;
}
.pager .previous > a,
.pager .previous > span {
  float: left;
}
.pager .disabled > a,
.pager .disabled > a:hover,
.pager .disabled > a:focus,
.pager .disabled > span {
  color: #777777;
  background-color: #fff;
  cursor: not-allowed;
}
.label {
  display: inline;
  padding: .2em .6em .3em;
  font-size: 75%;
  font-weight: bold;
  line-height: 1;
  color: #fff;
  text-align: center;
  white-space: nowrap;
  vertical-align: baseline;
  border-radius: .25em;
}
a.label:hover,
a.label:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.label:empty {
  display: none;
}
.btn .label {
  position: relative;
  top: -1px;
}
.label-default {
  background-color: #777777;
}
.label-default[href]:hover,
.label-default[href]:focus {
  background-color: #5e5e5e;
}
.label-primary {
  background-color: #337ab7;
}
.label-primary[href]:hover,
.label-primary[href]:focus {
  background-color: #286090;
}
.label-success {
  background-color: #5cb85c;
}
.label-success[href]:hover,
.label-success[href]:focus {
  background-color: #449d44;
}
.label-info {
  background-color: #5bc0de;
}
.label-info[href]:hover,
.label-info[href]:focus {
  background-color: #31b0d5;
}
.label-warning {
  background-color: #f0ad4e;
}
.label-warning[href]:hover,
.label-warning[href]:focus {
  background-color: #ec971f;
}
.label-danger {
  background-color: #d9534f;
}
.label-danger[href]:hover,
.label-danger[href]:focus {
  background-color: #c9302c;
}
.badge {
  display: inline-block;
  min-width: 10px;
  padding: 3px 7px;
  font-size: 12px;
  font-weight: bold;
  color: #fff;
  line-height: 1;
  vertical-align: middle;
  white-space: nowrap;
  text-align: center;
  background-color: #777777;
  border-radius: 10px;
}
.badge:empty {
  display: none;
}
.btn .badge {
  position: relative;
  top: -1px;
}
.btn-xs .badge,
.btn-group-xs > .btn .badge {
  top: 0;
  padding: 1px 5px;
}
a.badge:hover,
a.badge:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.list-group-item.active > .badge,
.nav-pills > .active > a > .badge {
  color: #337ab7;
  background-color: #fff;
}
.list-group-item > .badge {
  float: right;
}
.list-group-item > .badge + .badge {
  margin-right: 5px;
}
.nav-pills > li > a > .badge {
  margin-left: 3px;
}
.jumbotron {
  padding-top: 30px;
  padding-bottom: 30px;
  margin-bottom: 30px;
  color: inherit;
  background-color: #eeeeee;
}
.jumbotron h1,
.jumbotron .h1 {
  color: inherit;
}
.jumbotron p {
  margin-bottom: 15px;
  font-size: 20px;
  font-weight: 200;
}
.jumbotron > hr {
  border-top-color: #d5d5d5;
}
.container .jumbotron,
.container-fluid .jumbotron {
  border-radius: 3px;
  padding-left: 0px;
  padding-right: 0px;
}
.jumbotron .container {
  max-width: 100%;
}
@media screen and (min-width: 768px) {
  .jumbotron {
    padding-top: 48px;
    padding-bottom: 48px;
  }
  .container .jumbotron,
  .container-fluid .jumbotron {
    padding-left: 60px;
    padding-right: 60px;
  }
  .jumbotron h1,
  .jumbotron .h1 {
    font-size: 59px;
  }
}
.thumbnail {
  display: block;
  padding: 4px;
  margin-bottom: 18px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: border 0.2s ease-in-out;
  -o-transition: border 0.2s ease-in-out;
  transition: border 0.2s ease-in-out;
}
.thumbnail > img,
.thumbnail a > img {
  margin-left: auto;
  margin-right: auto;
}
a.thumbnail:hover,
a.thumbnail:focus,
a.thumbnail.active {
  border-color: #337ab7;
}
.thumbnail .caption {
  padding: 9px;
  color: #000;
}
.alert {
  padding: 15px;
  margin-bottom: 18px;
  border: 1px solid transparent;
  border-radius: 2px;
}
.alert h4 {
  margin-top: 0;
  color: inherit;
}
.alert .alert-link {
  font-weight: bold;
}
.alert > p,
.alert > ul {
  margin-bottom: 0;
}
.alert > p + p {
  margin-top: 5px;
}
.alert-dismissable,
.alert-dismissible {
  padding-right: 35px;
}
.alert-dismissable .close,
.alert-dismissible .close {
  position: relative;
  top: -2px;
  right: -21px;
  color: inherit;
}
.alert-success {
  background-color: #dff0d8;
  border-color: #d6e9c6;
  color: #3c763d;
}
.alert-success hr {
  border-top-color: #c9e2b3;
}
.alert-success .alert-link {
  color: #2b542c;
}
.alert-info {
  background-color: #d9edf7;
  border-color: #bce8f1;
  color: #31708f;
}
.alert-info hr {
  border-top-color: #a6e1ec;
}
.alert-info .alert-link {
  color: #245269;
}
.alert-warning {
  background-color: #fcf8e3;
  border-color: #faebcc;
  color: #8a6d3b;
}
.alert-warning hr {
  border-top-color: #f7e1b5;
}
.alert-warning .alert-link {
  color: #66512c;
}
.alert-danger {
  background-color: #f2dede;
  border-color: #ebccd1;
  color: #a94442;
}
.alert-danger hr {
  border-top-color: #e4b9c0;
}
.alert-danger .alert-link {
  color: #843534;
}
@-webkit-keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
@keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
.progress {
  overflow: hidden;
  height: 18px;
  margin-bottom: 18px;
  background-color: #f5f5f5;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
  box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
}
.progress-bar {
  float: left;
  width: 0%;
  height: 100%;
  font-size: 12px;
  line-height: 18px;
  color: #fff;
  text-align: center;
  background-color: #337ab7;
  -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  -webkit-transition: width 0.6s ease;
  -o-transition: width 0.6s ease;
  transition: width 0.6s ease;
}
.progress-striped .progress-bar,
.progress-bar-striped {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-size: 40px 40px;
}
.progress.active .progress-bar,
.progress-bar.active {
  -webkit-animation: progress-bar-stripes 2s linear infinite;
  -o-animation: progress-bar-stripes 2s linear infinite;
  animation: progress-bar-stripes 2s linear infinite;
}
.progress-bar-success {
  background-color: #5cb85c;
}
.progress-striped .progress-bar-success {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-info {
  background-color: #5bc0de;
}
.progress-striped .progress-bar-info {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-warning {
  background-color: #f0ad4e;
}
.progress-striped .progress-bar-warning {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-danger {
  background-color: #d9534f;
}
.progress-striped .progress-bar-danger {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.media {
  margin-top: 15px;
}
.media:first-child {
  margin-top: 0;
}
.media,
.media-body {
  zoom: 1;
  overflow: hidden;
}
.media-body {
  width: 10000px;
}
.media-object {
  display: block;
}
.media-object.img-thumbnail {
  max-width: none;
}
.media-right,
.media > .pull-right {
  padding-left: 10px;
}
.media-left,
.media > .pull-left {
  padding-right: 10px;
}
.media-left,
.media-right,
.media-body {
  display: table-cell;
  vertical-align: top;
}
.media-middle {
  vertical-align: middle;
}
.media-bottom {
  vertical-align: bottom;
}
.media-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.media-list {
  padding-left: 0;
  list-style: none;
}
.list-group {
  margin-bottom: 20px;
  padding-left: 0;
}
.list-group-item {
  position: relative;
  display: block;
  padding: 10px 15px;
  margin-bottom: -1px;
  background-color: #fff;
  border: 1px solid #ddd;
}
.list-group-item:first-child {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
}
.list-group-item:last-child {
  margin-bottom: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
a.list-group-item,
button.list-group-item {
  color: #555;
}
a.list-group-item .list-group-item-heading,
button.list-group-item .list-group-item-heading {
  color: #333;
}
a.list-group-item:hover,
button.list-group-item:hover,
a.list-group-item:focus,
button.list-group-item:focus {
  text-decoration: none;
  color: #555;
  background-color: #f5f5f5;
}
button.list-group-item {
  width: 100%;
  text-align: left;
}
.list-group-item.disabled,
.list-group-item.disabled:hover,
.list-group-item.disabled:focus {
  background-color: #eeeeee;
  color: #777777;
  cursor: not-allowed;
}
.list-group-item.disabled .list-group-item-heading,
.list-group-item.disabled:hover .list-group-item-heading,
.list-group-item.disabled:focus .list-group-item-heading {
  color: inherit;
}
.list-group-item.disabled .list-group-item-text,
.list-group-item.disabled:hover .list-group-item-text,
.list-group-item.disabled:focus .list-group-item-text {
  color: #777777;
}
.list-group-item.active,
.list-group-item.active:hover,
.list-group-item.active:focus {
  z-index: 2;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.list-group-item.active .list-group-item-heading,
.list-group-item.active:hover .list-group-item-heading,
.list-group-item.active:focus .list-group-item-heading,
.list-group-item.active .list-group-item-heading > small,
.list-group-item.active:hover .list-group-item-heading > small,
.list-group-item.active:focus .list-group-item-heading > small,
.list-group-item.active .list-group-item-heading > .small,
.list-group-item.active:hover .list-group-item-heading > .small,
.list-group-item.active:focus .list-group-item-heading > .small {
  color: inherit;
}
.list-group-item.active .list-group-item-text,
.list-group-item.active:hover .list-group-item-text,
.list-group-item.active:focus .list-group-item-text {
  color: #c7ddef;
}
.list-group-item-success {
  color: #3c763d;
  background-color: #dff0d8;
}
a.list-group-item-success,
button.list-group-item-success {
  color: #3c763d;
}
a.list-group-item-success .list-group-item-heading,
button.list-group-item-success .list-group-item-heading {
  color: inherit;
}
a.list-group-item-success:hover,
button.list-group-item-success:hover,
a.list-group-item-success:focus,
button.list-group-item-success:focus {
  color: #3c763d;
  background-color: #d0e9c6;
}
a.list-group-item-success.active,
button.list-group-item-success.active,
a.list-group-item-success.active:hover,
button.list-group-item-success.active:hover,
a.list-group-item-success.active:focus,
button.list-group-item-success.active:focus {
  color: #fff;
  background-color: #3c763d;
  border-color: #3c763d;
}
.list-group-item-info {
  color: #31708f;
  background-color: #d9edf7;
}
a.list-group-item-info,
button.list-group-item-info {
  color: #31708f;
}
a.list-group-item-info .list-group-item-heading,
button.list-group-item-info .list-group-item-heading {
  color: inherit;
}
a.list-group-item-info:hover,
button.list-group-item-info:hover,
a.list-group-item-info:focus,
button.list-group-item-info:focus {
  color: #31708f;
  background-color: #c4e3f3;
}
a.list-group-item-info.active,
button.list-group-item-info.active,
a.list-group-item-info.active:hover,
button.list-group-item-info.active:hover,
a.list-group-item-info.active:focus,
button.list-group-item-info.active:focus {
  color: #fff;
  background-color: #31708f;
  border-color: #31708f;
}
.list-group-item-warning {
  color: #8a6d3b;
  background-color: #fcf8e3;
}
a.list-group-item-warning,
button.list-group-item-warning {
  color: #8a6d3b;
}
a.list-group-item-warning .list-group-item-heading,
button.list-group-item-warning .list-group-item-heading {
  color: inherit;
}
a.list-group-item-warning:hover,
button.list-group-item-warning:hover,
a.list-group-item-warning:focus,
button.list-group-item-warning:focus {
  color: #8a6d3b;
  background-color: #faf2cc;
}
a.list-group-item-warning.active,
button.list-group-item-warning.active,
a.list-group-item-warning.active:hover,
button.list-group-item-warning.active:hover,
a.list-group-item-warning.active:focus,
button.list-group-item-warning.active:focus {
  color: #fff;
  background-color: #8a6d3b;
  border-color: #8a6d3b;
}
.list-group-item-danger {
  color: #a94442;
  background-color: #f2dede;
}
a.list-group-item-danger,
button.list-group-item-danger {
  color: #a94442;
}
a.list-group-item-danger .list-group-item-heading,
button.list-group-item-danger .list-group-item-heading {
  color: inherit;
}
a.list-group-item-danger:hover,
button.list-group-item-danger:hover,
a.list-group-item-danger:focus,
button.list-group-item-danger:focus {
  color: #a94442;
  background-color: #ebcccc;
}
a.list-group-item-danger.active,
button.list-group-item-danger.active,
a.list-group-item-danger.active:hover,
button.list-group-item-danger.active:hover,
a.list-group-item-danger.active:focus,
button.list-group-item-danger.active:focus {
  color: #fff;
  background-color: #a94442;
  border-color: #a94442;
}
.list-group-item-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.list-group-item-text {
  margin-bottom: 0;
  line-height: 1.3;
}
.panel {
  margin-bottom: 18px;
  background-color: #fff;
  border: 1px solid transparent;
  border-radius: 2px;
  -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
}
.panel-body {
  padding: 15px;
}
.panel-heading {
  padding: 10px 15px;
  border-bottom: 1px solid transparent;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel-heading > .dropdown .dropdown-toggle {
  color: inherit;
}
.panel-title {
  margin-top: 0;
  margin-bottom: 0;
  font-size: 15px;
  color: inherit;
}
.panel-title > a,
.panel-title > small,
.panel-title > .small,
.panel-title > small > a,
.panel-title > .small > a {
  color: inherit;
}
.panel-footer {
  padding: 10px 15px;
  background-color: #f5f5f5;
  border-top: 1px solid #ddd;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .list-group,
.panel > .panel-collapse > .list-group {
  margin-bottom: 0;
}
.panel > .list-group .list-group-item,
.panel > .panel-collapse > .list-group .list-group-item {
  border-width: 1px 0;
  border-radius: 0;
}
.panel > .list-group:first-child .list-group-item:first-child,
.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
  border-top: 0;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .list-group:last-child .list-group-item:last-child,
.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
  border-bottom: 0;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.panel-heading + .list-group .list-group-item:first-child {
  border-top-width: 0;
}
.list-group + .panel-footer {
  border-top-width: 0;
}
.panel > .table,
.panel > .table-responsive > .table,
.panel > .panel-collapse > .table {
  margin-bottom: 0;
}
.panel > .table caption,
.panel > .table-responsive > .table caption,
.panel > .panel-collapse > .table caption {
  padding-left: 15px;
  padding-right: 15px;
}
.panel > .table:first-child,
.panel > .table-responsive:first-child > .table:first-child {
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
  border-top-left-radius: 1px;
  border-top-right-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
  border-top-right-radius: 1px;
}
.panel > .table:last-child,
.panel > .table-responsive:last-child > .table:last-child {
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
  border-bottom-left-radius: 1px;
  border-bottom-right-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
  border-bottom-right-radius: 1px;
}
.panel > .panel-body + .table,
.panel > .panel-body + .table-responsive,
.panel > .table + .panel-body,
.panel > .table-responsive + .panel-body {
  border-top: 1px solid #ddd;
}
.panel > .table > tbody:first-child > tr:first-child th,
.panel > .table > tbody:first-child > tr:first-child td {
  border-top: 0;
}
.panel > .table-bordered,
.panel > .table-responsive > .table-bordered {
  border: 0;
}
.panel > .table-bordered > thead > tr > th:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
.panel > .table-bordered > tbody > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
.panel > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-bordered > thead > tr > td:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
.panel > .table-bordered > tbody > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
.panel > .table-bordered > tfoot > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
  border-left: 0;
}
.panel > .table-bordered > thead > tr > th:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
.panel > .table-bordered > tbody > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
.panel > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-bordered > thead > tr > td:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
.panel > .table-bordered > tbody > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
.panel > .table-bordered > tfoot > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
  border-right: 0;
}
.panel > .table-bordered > thead > tr:first-child > td,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
.panel > .table-bordered > tbody > tr:first-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
.panel > .table-bordered > thead > tr:first-child > th,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
.panel > .table-bordered > tbody > tr:first-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
  border-bottom: 0;
}
.panel > .table-bordered > tbody > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
.panel > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-bordered > tbody > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
.panel > .table-bordered > tfoot > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
  border-bottom: 0;
}
.panel > .table-responsive {
  border: 0;
  margin-bottom: 0;
}
.panel-group {
  margin-bottom: 18px;
}
.panel-group .panel {
  margin-bottom: 0;
  border-radius: 2px;
}
.panel-group .panel + .panel {
  margin-top: 5px;
}
.panel-group .panel-heading {
  border-bottom: 0;
}
.panel-group .panel-heading + .panel-collapse > .panel-body,
.panel-group .panel-heading + .panel-collapse > .list-group {
  border-top: 1px solid #ddd;
}
.panel-group .panel-footer {
  border-top: 0;
}
.panel-group .panel-footer + .panel-collapse .panel-body {
  border-bottom: 1px solid #ddd;
}
.panel-default {
  border-color: #ddd;
}
.panel-default > .panel-heading {
  color: #333333;
  background-color: #f5f5f5;
  border-color: #ddd;
}
.panel-default > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ddd;
}
.panel-default > .panel-heading .badge {
  color: #f5f5f5;
  background-color: #333333;
}
.panel-default > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ddd;
}
.panel-primary {
  border-color: #337ab7;
}
.panel-primary > .panel-heading {
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.panel-primary > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #337ab7;
}
.panel-primary > .panel-heading .badge {
  color: #337ab7;
  background-color: #fff;
}
.panel-primary > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #337ab7;
}
.panel-success {
  border-color: #d6e9c6;
}
.panel-success > .panel-heading {
  color: #3c763d;
  background-color: #dff0d8;
  border-color: #d6e9c6;
}
.panel-success > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #d6e9c6;
}
.panel-success > .panel-heading .badge {
  color: #dff0d8;
  background-color: #3c763d;
}
.panel-success > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #d6e9c6;
}
.panel-info {
  border-color: #bce8f1;
}
.panel-info > .panel-heading {
  color: #31708f;
  background-color: #d9edf7;
  border-color: #bce8f1;
}
.panel-info > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #bce8f1;
}
.panel-info > .panel-heading .badge {
  color: #d9edf7;
  background-color: #31708f;
}
.panel-info > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #bce8f1;
}
.panel-warning {
  border-color: #faebcc;
}
.panel-warning > .panel-heading {
  color: #8a6d3b;
  background-color: #fcf8e3;
  border-color: #faebcc;
}
.panel-warning > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #faebcc;
}
.panel-warning > .panel-heading .badge {
  color: #fcf8e3;
  background-color: #8a6d3b;
}
.panel-warning > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #faebcc;
}
.panel-danger {
  border-color: #ebccd1;
}
.panel-danger > .panel-heading {
  color: #a94442;
  background-color: #f2dede;
  border-color: #ebccd1;
}
.panel-danger > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ebccd1;
}
.panel-danger > .panel-heading .badge {
  color: #f2dede;
  background-color: #a94442;
}
.panel-danger > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ebccd1;
}
.embed-responsive {
  position: relative;
  display: block;
  height: 0;
  padding: 0;
  overflow: hidden;
}
.embed-responsive .embed-responsive-item,
.embed-responsive iframe,
.embed-responsive embed,
.embed-responsive object,
.embed-responsive video {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  height: 100%;
  width: 100%;
  border: 0;
}
.embed-responsive-16by9 {
  padding-bottom: 56.25%;
}
.embed-responsive-4by3 {
  padding-bottom: 75%;
}
.well {
  min-height: 20px;
  padding: 19px;
  margin-bottom: 20px;
  background-color: #f5f5f5;
  border: 1px solid #e3e3e3;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
}
.well blockquote {
  border-color: #ddd;
  border-color: rgba(0, 0, 0, 0.15);
}
.well-lg {
  padding: 24px;
  border-radius: 3px;
}
.well-sm {
  padding: 9px;
  border-radius: 1px;
}
.close {
  float: right;
  font-size: 19.5px;
  font-weight: bold;
  line-height: 1;
  color: #000;
  text-shadow: 0 1px 0 #fff;
  opacity: 0.2;
  filter: alpha(opacity=20);
}
.close:hover,
.close:focus {
  color: #000;
  text-decoration: none;
  cursor: pointer;
  opacity: 0.5;
  filter: alpha(opacity=50);
}
button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
}
.modal-open {
  overflow: hidden;
}
.modal {
  display: none;
  overflow: hidden;
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1050;
  -webkit-overflow-scrolling: touch;
  outline: 0;
}
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, -25%);
  -ms-transform: translate(0, -25%);
  -o-transform: translate(0, -25%);
  transform: translate(0, -25%);
  -webkit-transition: -webkit-transform 0.3s ease-out;
  -moz-transition: -moz-transform 0.3s ease-out;
  -o-transition: -o-transform 0.3s ease-out;
  transition: transform 0.3s ease-out;
}
.modal.in .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
.modal-open .modal {
  overflow-x: hidden;
  overflow-y: auto;
}
.modal-dialog {
  position: relative;
  width: auto;
  margin: 10px;
}
.modal-content {
  position: relative;
  background-color: #fff;
  border: 1px solid #999;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  background-clip: padding-box;
  outline: 0;
}
.modal-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1040;
  background-color: #000;
}
.modal-backdrop.fade {
  opacity: 0;
  filter: alpha(opacity=0);
}
.modal-backdrop.in {
  opacity: 0.5;
  filter: alpha(opacity=50);
}
.modal-header {
  padding: 15px;
  border-bottom: 1px solid #e5e5e5;
}
.modal-header .close {
  margin-top: -2px;
}
.modal-title {
  margin: 0;
  line-height: 1.42857143;
}
.modal-body {
  position: relative;
  padding: 15px;
}
.modal-footer {
  padding: 15px;
  text-align: right;
  border-top: 1px solid #e5e5e5;
}
.modal-footer .btn + .btn {
  margin-left: 5px;
  margin-bottom: 0;
}
.modal-footer .btn-group .btn + .btn {
  margin-left: -1px;
}
.modal-footer .btn-block + .btn-block {
  margin-left: 0;
}
.modal-scrollbar-measure {
  position: absolute;
  top: -9999px;
  width: 50px;
  height: 50px;
  overflow: scroll;
}
@media (min-width: 768px) {
  .modal-dialog {
    width: 600px;
    margin: 30px auto;
  }
  .modal-content {
    -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
    box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
  }
  .modal-sm {
    width: 300px;
  }
}
@media (min-width: 992px) {
  .modal-lg {
    width: 900px;
  }
}
.tooltip {
  position: absolute;
  z-index: 1070;
  display: block;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 12px;
  opacity: 0;
  filter: alpha(opacity=0);
}
.tooltip.in {
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.tooltip.top {
  margin-top: -3px;
  padding: 5px 0;
}
.tooltip.right {
  margin-left: 3px;
  padding: 0 5px;
}
.tooltip.bottom {
  margin-top: 3px;
  padding: 5px 0;
}
.tooltip.left {
  margin-left: -3px;
  padding: 0 5px;
}
.tooltip-inner {
  max-width: 200px;
  padding: 3px 8px;
  color: #fff;
  text-align: center;
  background-color: #000;
  border-radius: 2px;
}
.tooltip-arrow {
  position: absolute;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.tooltip.top .tooltip-arrow {
  bottom: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-left .tooltip-arrow {
  bottom: 0;
  right: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-right .tooltip-arrow {
  bottom: 0;
  left: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.right .tooltip-arrow {
  top: 50%;
  left: 0;
  margin-top: -5px;
  border-width: 5px 5px 5px 0;
  border-right-color: #000;
}
.tooltip.left .tooltip-arrow {
  top: 50%;
  right: 0;
  margin-top: -5px;
  border-width: 5px 0 5px 5px;
  border-left-color: #000;
}
.tooltip.bottom .tooltip-arrow {
  top: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-left .tooltip-arrow {
  top: 0;
  right: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-right .tooltip-arrow {
  top: 0;
  left: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.popover {
  position: absolute;
  top: 0;
  left: 0;
  z-index: 1060;
  display: none;
  max-width: 276px;
  padding: 1px;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 13px;
  background-color: #fff;
  background-clip: padding-box;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
  box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
}
.popover.top {
  margin-top: -10px;
}
.popover.right {
  margin-left: 10px;
}
.popover.bottom {
  margin-top: 10px;
}
.popover.left {
  margin-left: -10px;
}
.popover-title {
  margin: 0;
  padding: 8px 14px;
  font-size: 13px;
  background-color: #f7f7f7;
  border-bottom: 1px solid #ebebeb;
  border-radius: 2px 2px 0 0;
}
.popover-content {
  padding: 9px 14px;
}
.popover > .arrow,
.popover > .arrow:after {
  position: absolute;
  display: block;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.popover > .arrow {
  border-width: 11px;
}
.popover > .arrow:after {
  border-width: 10px;
  content: "";
}
.popover.top > .arrow {
  left: 50%;
  margin-left: -11px;
  border-bottom-width: 0;
  border-top-color: #999999;
  border-top-color: rgba(0, 0, 0, 0.25);
  bottom: -11px;
}
.popover.top > .arrow:after {
  content: " ";
  bottom: 1px;
  margin-left: -10px;
  border-bottom-width: 0;
  border-top-color: #fff;
}
.popover.right > .arrow {
  top: 50%;
  left: -11px;
  margin-top: -11px;
  border-left-width: 0;
  border-right-color: #999999;
  border-right-color: rgba(0, 0, 0, 0.25);
}
.popover.right > .arrow:after {
  content: " ";
  left: 1px;
  bottom: -10px;
  border-left-width: 0;
  border-right-color: #fff;
}
.popover.bottom > .arrow {
  left: 50%;
  margin-left: -11px;
  border-top-width: 0;
  border-bottom-color: #999999;
  border-bottom-color: rgba(0, 0, 0, 0.25);
  top: -11px;
}
.popover.bottom > .arrow:after {
  content: " ";
  top: 1px;
  margin-left: -10px;
  border-top-width: 0;
  border-bottom-color: #fff;
}
.popover.left > .arrow {
  top: 50%;
  right: -11px;
  margin-top: -11px;
  border-right-width: 0;
  border-left-color: #999999;
  border-left-color: rgba(0, 0, 0, 0.25);
}
.popover.left > .arrow:after {
  content: " ";
  right: 1px;
  border-right-width: 0;
  border-left-color: #fff;
  bottom: -10px;
}
.carousel {
  position: relative;
}
.carousel-inner {
  position: relative;
  overflow: hidden;
  width: 100%;
}
.carousel-inner > .item {
  display: none;
  position: relative;
  -webkit-transition: 0.6s ease-in-out left;
  -o-transition: 0.6s ease-in-out left;
  transition: 0.6s ease-in-out left;
}
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  line-height: 1;
}
@media all and (transform-3d), (-webkit-transform-3d) {
  .carousel-inner > .item {
    -webkit-transition: -webkit-transform 0.6s ease-in-out;
    -moz-transition: -moz-transform 0.6s ease-in-out;
    -o-transition: -o-transform 0.6s ease-in-out;
    transition: transform 0.6s ease-in-out;
    -webkit-backface-visibility: hidden;
    -moz-backface-visibility: hidden;
    backface-visibility: hidden;
    -webkit-perspective: 1000px;
    -moz-perspective: 1000px;
    perspective: 1000px;
  }
  .carousel-inner > .item.next,
  .carousel-inner > .item.active.right {
    -webkit-transform: translate3d(100%, 0, 0);
    transform: translate3d(100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.prev,
  .carousel-inner > .item.active.left {
    -webkit-transform: translate3d(-100%, 0, 0);
    transform: translate3d(-100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.next.left,
  .carousel-inner > .item.prev.right,
  .carousel-inner > .item.active {
    -webkit-transform: translate3d(0, 0, 0);
    transform: translate3d(0, 0, 0);
    left: 0;
  }
}
.carousel-inner > .active,
.carousel-inner > .next,
.carousel-inner > .prev {
  display: block;
}
.carousel-inner > .active {
  left: 0;
}
.carousel-inner > .next,
.carousel-inner > .prev {
  position: absolute;
  top: 0;
  width: 100%;
}
.carousel-inner > .next {
  left: 100%;
}
.carousel-inner > .prev {
  left: -100%;
}
.carousel-inner > .next.left,
.carousel-inner > .prev.right {
  left: 0;
}
.carousel-inner > .active.left {
  left: -100%;
}
.carousel-inner > .active.right {
  left: 100%;
}
.carousel-control {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  width: 15%;
  opacity: 0.5;
  filter: alpha(opacity=50);
  font-size: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
  background-color: rgba(0, 0, 0, 0);
}
.carousel-control.left {
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
}
.carousel-control.right {
  left: auto;
  right: 0;
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
}
.carousel-control:hover,
.carousel-control:focus {
  outline: 0;
  color: #fff;
  text-decoration: none;
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.carousel-control .icon-prev,
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right {
  position: absolute;
  top: 50%;
  margin-top: -10px;
  z-index: 5;
  display: inline-block;
}
.carousel-control .icon-prev,
.carousel-control .glyphicon-chevron-left {
  left: 50%;
  margin-left: -10px;
}
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-right {
  right: 50%;
  margin-right: -10px;
}
.carousel-control .icon-prev,
.carousel-control .icon-next {
  width: 20px;
  height: 20px;
  line-height: 1;
  font-family: serif;
}
.carousel-control .icon-prev:before {
  content: '\2039';
}
.carousel-control .icon-next:before {
  content: '\203a';
}
.carousel-indicators {
  position: absolute;
  bottom: 10px;
  left: 50%;
  z-index: 15;
  width: 60%;
  margin-left: -30%;
  padding-left: 0;
  list-style: none;
  text-align: center;
}
.carousel-indicators li {
  display: inline-block;
  width: 10px;
  height: 10px;
  margin: 1px;
  text-indent: -999px;
  border: 1px solid #fff;
  border-radius: 10px;
  cursor: pointer;
  background-color: #000 \9;
  background-color: rgba(0, 0, 0, 0);
}
.carousel-indicators .active {
  margin: 0;
  width: 12px;
  height: 12px;
  background-color: #fff;
}
.carousel-caption {
  position: absolute;
  left: 15%;
  right: 15%;
  bottom: 20px;
  z-index: 10;
  padding-top: 20px;
  padding-bottom: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
}
.carousel-caption .btn {
  text-shadow: none;
}
@media screen and (min-width: 768px) {
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-prev,
  .carousel-control .icon-next {
    width: 30px;
    height: 30px;
    margin-top: -10px;
    font-size: 30px;
  }
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .icon-prev {
    margin-left: -10px;
  }
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-next {
    margin-right: -10px;
  }
  .carousel-caption {
    left: 20%;
    right: 20%;
    padding-bottom: 30px;
  }
  .carousel-indicators {
    bottom: 20px;
  }
}
.clearfix:before,
.clearfix:after,
.dl-horizontal dd:before,
.dl-horizontal dd:after,
.container:before,
.container:after,
.container-fluid:before,
.container-fluid:after,
.row:before,
.row:after,
.form-horizontal .form-group:before,
.form-horizontal .form-group:after,
.btn-toolbar:before,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:before,
.btn-group-vertical > .btn-group:after,
.nav:before,
.nav:after,
.navbar:before,
.navbar:after,
.navbar-header:before,
.navbar-header:after,
.navbar-collapse:before,
.navbar-collapse:after,
.pager:before,
.pager:after,
.panel-body:before,
.panel-body:after,
.modal-header:before,
.modal-header:after,
.modal-footer:before,
.modal-footer:after,
.item_buttons:before,
.item_buttons:after {
  content: " ";
  display: table;
}
.clearfix:after,
.dl-horizontal dd:after,
.container:after,
.container-fluid:after,
.row:after,
.form-horizontal .form-group:after,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:after,
.nav:after,
.navbar:after,
.navbar-header:after,
.navbar-collapse:after,
.pager:after,
.panel-body:after,
.modal-header:after,
.modal-footer:after,
.item_buttons:after {
  clear: both;
}
.center-block {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.pull-right {
  float: right !important;
}
.pull-left {
  float: left !important;
}
.hide {
  display: none !important;
}
.show {
  display: block !important;
}
.invisible {
  visibility: hidden;
}
.text-hide {
  font: 0/0 a;
  color: transparent;
  text-shadow: none;
  background-color: transparent;
  border: 0;
}
.hidden {
  display: none !important;
}
.affix {
  position: fixed;
}
@-ms-viewport {
  width: device-width;
}
.visible-xs,
.visible-sm,
.visible-md,
.visible-lg {
  display: none !important;
}
.visible-xs-block,
.visible-xs-inline,
.visible-xs-inline-block,
.visible-sm-block,
.visible-sm-inline,
.visible-sm-inline-block,
.visible-md-block,
.visible-md-inline,
.visible-md-inline-block,
.visible-lg-block,
.visible-lg-inline,
.visible-lg-inline-block {
  display: none !important;
}
@media (max-width: 767px) {
  .visible-xs {
    display: block !important;
  }
  table.visible-xs {
    display: table !important;
  }
  tr.visible-xs {
    display: table-row !important;
  }
  th.visible-xs,
  td.visible-xs {
    display: table-cell !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-block {
    display: block !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline {
    display: inline !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm {
    display: block !important;
  }
  table.visible-sm {
    display: table !important;
  }
  tr.visible-sm {
    display: table-row !important;
  }
  th.visible-sm,
  td.visible-sm {
    display: table-cell !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-block {
    display: block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline {
    display: inline !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md {
    display: block !important;
  }
  table.visible-md {
    display: table !important;
  }
  tr.visible-md {
    display: table-row !important;
  }
  th.visible-md,
  td.visible-md {
    display: table-cell !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-block {
    display: block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline {
    display: inline !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg {
    display: block !important;
  }
  table.visible-lg {
    display: table !important;
  }
  tr.visible-lg {
    display: table-row !important;
  }
  th.visible-lg,
  td.visible-lg {
    display: table-cell !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-block {
    display: block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline {
    display: inline !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline-block {
    display: inline-block !important;
  }
}
@media (max-width: 767px) {
  .hidden-xs {
    display: none !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .hidden-sm {
    display: none !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .hidden-md {
    display: none !important;
  }
}
@media (min-width: 1200px) {
  .hidden-lg {
    display: none !important;
  }
}
.visible-print {
  display: none !important;
}
@media print {
  .visible-print {
    display: block !important;
  }
  table.visible-print {
    display: table !important;
  }
  tr.visible-print {
    display: table-row !important;
  }
  th.visible-print,
  td.visible-print {
    display: table-cell !important;
  }
}
.visible-print-block {
  display: none !important;
}
@media print {
  .visible-print-block {
    display: block !important;
  }
}
.visible-print-inline {
  display: none !important;
}
@media print {
  .visible-print-inline {
    display: inline !important;
  }
}
.visible-print-inline-block {
  display: none !important;
}
@media print {
  .visible-print-inline-block {
    display: inline-block !important;
  }
}
@media print {
  .hidden-print {
    display: none !important;
  }
}
/*!
*
* Font Awesome
*
*/
/*!
 *  Font Awesome 4.7.0 by @davegandy - http://fontawesome.io - @fontawesome
 *  License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
 */
/* FONT PATH
 * -------------------------- */
@font-face {
  font-family: 'FontAwesome';
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.7.0');
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.7.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff2?v=4.7.0') format('woff2'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.7.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.7.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.7.0#fontawesomeregular') format('svg');
  font-weight: normal;
  font-style: normal;
}
.fa {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
/* makes the font 33% larger relative to the icon container */
.fa-lg {
  font-size: 1.33333333em;
  line-height: 0.75em;
  vertical-align: -15%;
}
.fa-2x {
  font-size: 2em;
}
.fa-3x {
  font-size: 3em;
}
.fa-4x {
  font-size: 4em;
}
.fa-5x {
  font-size: 5em;
}
.fa-fw {
  width: 1.28571429em;
  text-align: center;
}
.fa-ul {
  padding-left: 0;
  margin-left: 2.14285714em;
  list-style-type: none;
}
.fa-ul > li {
  position: relative;
}
.fa-li {
  position: absolute;
  left: -2.14285714em;
  width: 2.14285714em;
  top: 0.14285714em;
  text-align: center;
}
.fa-li.fa-lg {
  left: -1.85714286em;
}
.fa-border {
  padding: .2em .25em .15em;
  border: solid 0.08em #eee;
  border-radius: .1em;
}
.fa-pull-left {
  float: left;
}
.fa-pull-right {
  float: right;
}
.fa.fa-pull-left {
  margin-right: .3em;
}
.fa.fa-pull-right {
  margin-left: .3em;
}
/* Deprecated as of 4.4.0 */
.pull-right {
  float: right;
}
.pull-left {
  float: left;
}
.fa.pull-left {
  margin-right: .3em;
}
.fa.pull-right {
  margin-left: .3em;
}
.fa-spin {
  -webkit-animation: fa-spin 2s infinite linear;
  animation: fa-spin 2s infinite linear;
}
.fa-pulse {
  -webkit-animation: fa-spin 1s infinite steps(8);
  animation: fa-spin 1s infinite steps(8);
}
@-webkit-keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
@keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
.fa-rotate-90 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=1)";
  -webkit-transform: rotate(90deg);
  -ms-transform: rotate(90deg);
  transform: rotate(90deg);
}
.fa-rotate-180 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2)";
  -webkit-transform: rotate(180deg);
  -ms-transform: rotate(180deg);
  transform: rotate(180deg);
}
.fa-rotate-270 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=3)";
  -webkit-transform: rotate(270deg);
  -ms-transform: rotate(270deg);
  transform: rotate(270deg);
}
.fa-flip-horizontal {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1)";
  -webkit-transform: scale(-1, 1);
  -ms-transform: scale(-1, 1);
  transform: scale(-1, 1);
}
.fa-flip-vertical {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1)";
  -webkit-transform: scale(1, -1);
  -ms-transform: scale(1, -1);
  transform: scale(1, -1);
}
:root .fa-rotate-90,
:root .fa-rotate-180,
:root .fa-rotate-270,
:root .fa-flip-horizontal,
:root .fa-flip-vertical {
  filter: none;
}
.fa-stack {
  position: relative;
  display: inline-block;
  width: 2em;
  height: 2em;
  line-height: 2em;
  vertical-align: middle;
}
.fa-stack-1x,
.fa-stack-2x {
  position: absolute;
  left: 0;
  width: 100%;
  text-align: center;
}
.fa-stack-1x {
  line-height: inherit;
}
.fa-stack-2x {
  font-size: 2em;
}
.fa-inverse {
  color: #fff;
}
/* Font Awesome uses the Unicode Private Use Area (PUA) to ensure screen
   readers do not read off random characters that represent icons */
.fa-glass:before {
  content: "\f000";
}
.fa-music:before {
  content: "\f001";
}
.fa-search:before {
  content: "\f002";
}
.fa-envelope-o:before {
  content: "\f003";
}
.fa-heart:before {
  content: "\f004";
}
.fa-star:before {
  content: "\f005";
}
.fa-star-o:before {
  content: "\f006";
}
.fa-user:before {
  content: "\f007";
}
.fa-film:before {
  content: "\f008";
}
.fa-th-large:before {
  content: "\f009";
}
.fa-th:before {
  content: "\f00a";
}
.fa-th-list:before {
  content: "\f00b";
}
.fa-check:before {
  content: "\f00c";
}
.fa-remove:before,
.fa-close:before,
.fa-times:before {
  content: "\f00d";
}
.fa-search-plus:before {
  content: "\f00e";
}
.fa-search-minus:before {
  content: "\f010";
}
.fa-power-off:before {
  content: "\f011";
}
.fa-signal:before {
  content: "\f012";
}
.fa-gear:before,
.fa-cog:before {
  content: "\f013";
}
.fa-trash-o:before {
  content: "\f014";
}
.fa-home:before {
  content: "\f015";
}
.fa-file-o:before {
  content: "\f016";
}
.fa-clock-o:before {
  content: "\f017";
}
.fa-road:before {
  content: "\f018";
}
.fa-download:before {
  content: "\f019";
}
.fa-arrow-circle-o-down:before {
  content: "\f01a";
}
.fa-arrow-circle-o-up:before {
  content: "\f01b";
}
.fa-inbox:before {
  content: "\f01c";
}
.fa-play-circle-o:before {
  content: "\f01d";
}
.fa-rotate-right:before,
.fa-repeat:before {
  content: "\f01e";
}
.fa-refresh:before {
  content: "\f021";
}
.fa-list-alt:before {
  content: "\f022";
}
.fa-lock:before {
  content: "\f023";
}
.fa-flag:before {
  content: "\f024";
}
.fa-headphones:before {
  content: "\f025";
}
.fa-volume-off:before {
  content: "\f026";
}
.fa-volume-down:before {
  content: "\f027";
}
.fa-volume-up:before {
  content: "\f028";
}
.fa-qrcode:before {
  content: "\f029";
}
.fa-barcode:before {
  content: "\f02a";
}
.fa-tag:before {
  content: "\f02b";
}
.fa-tags:before {
  content: "\f02c";
}
.fa-book:before {
  content: "\f02d";
}
.fa-bookmark:before {
  content: "\f02e";
}
.fa-print:before {
  content: "\f02f";
}
.fa-camera:before {
  content: "\f030";
}
.fa-font:before {
  content: "\f031";
}
.fa-bold:before {
  content: "\f032";
}
.fa-italic:before {
  content: "\f033";
}
.fa-text-height:before {
  content: "\f034";
}
.fa-text-width:before {
  content: "\f035";
}
.fa-align-left:before {
  content: "\f036";
}
.fa-align-center:before {
  content: "\f037";
}
.fa-align-right:before {
  content: "\f038";
}
.fa-align-justify:before {
  content: "\f039";
}
.fa-list:before {
  content: "\f03a";
}
.fa-dedent:before,
.fa-outdent:before {
  content: "\f03b";
}
.fa-indent:before {
  content: "\f03c";
}
.fa-video-camera:before {
  content: "\f03d";
}
.fa-photo:before,
.fa-image:before,
.fa-picture-o:before {
  content: "\f03e";
}
.fa-pencil:before {
  content: "\f040";
}
.fa-map-marker:before {
  content: "\f041";
}
.fa-adjust:before {
  content: "\f042";
}
.fa-tint:before {
  content: "\f043";
}
.fa-edit:before,
.fa-pencil-square-o:before {
  content: "\f044";
}
.fa-share-square-o:before {
  content: "\f045";
}
.fa-check-square-o:before {
  content: "\f046";
}
.fa-arrows:before {
  content: "\f047";
}
.fa-step-backward:before {
  content: "\f048";
}
.fa-fast-backward:before {
  content: "\f049";
}
.fa-backward:before {
  content: "\f04a";
}
.fa-play:before {
  content: "\f04b";
}
.fa-pause:before {
  content: "\f04c";
}
.fa-stop:before {
  content: "\f04d";
}
.fa-forward:before {
  content: "\f04e";
}
.fa-fast-forward:before {
  content: "\f050";
}
.fa-step-forward:before {
  content: "\f051";
}
.fa-eject:before {
  content: "\f052";
}
.fa-chevron-left:before {
  content: "\f053";
}
.fa-chevron-right:before {
  content: "\f054";
}
.fa-plus-circle:before {
  content: "\f055";
}
.fa-minus-circle:before {
  content: "\f056";
}
.fa-times-circle:before {
  content: "\f057";
}
.fa-check-circle:before {
  content: "\f058";
}
.fa-question-circle:before {
  content: "\f059";
}
.fa-info-circle:before {
  content: "\f05a";
}
.fa-crosshairs:before {
  content: "\f05b";
}
.fa-times-circle-o:before {
  content: "\f05c";
}
.fa-check-circle-o:before {
  content: "\f05d";
}
.fa-ban:before {
  content: "\f05e";
}
.fa-arrow-left:before {
  content: "\f060";
}
.fa-arrow-right:before {
  content: "\f061";
}
.fa-arrow-up:before {
  content: "\f062";
}
.fa-arrow-down:before {
  content: "\f063";
}
.fa-mail-forward:before,
.fa-share:before {
  content: "\f064";
}
.fa-expand:before {
  content: "\f065";
}
.fa-compress:before {
  content: "\f066";
}
.fa-plus:before {
  content: "\f067";
}
.fa-minus:before {
  content: "\f068";
}
.fa-asterisk:before {
  content: "\f069";
}
.fa-exclamation-circle:before {
  content: "\f06a";
}
.fa-gift:before {
  content: "\f06b";
}
.fa-leaf:before {
  content: "\f06c";
}
.fa-fire:before {
  content: "\f06d";
}
.fa-eye:before {
  content: "\f06e";
}
.fa-eye-slash:before {
  content: "\f070";
}
.fa-warning:before,
.fa-exclamation-triangle:before {
  content: "\f071";
}
.fa-plane:before {
  content: "\f072";
}
.fa-calendar:before {
  content: "\f073";
}
.fa-random:before {
  content: "\f074";
}
.fa-comment:before {
  content: "\f075";
}
.fa-magnet:before {
  content: "\f076";
}
.fa-chevron-up:before {
  content: "\f077";
}
.fa-chevron-down:before {
  content: "\f078";
}
.fa-retweet:before {
  content: "\f079";
}
.fa-shopping-cart:before {
  content: "\f07a";
}
.fa-folder:before {
  content: "\f07b";
}
.fa-folder-open:before {
  content: "\f07c";
}
.fa-arrows-v:before {
  content: "\f07d";
}
.fa-arrows-h:before {
  content: "\f07e";
}
.fa-bar-chart-o:before,
.fa-bar-chart:before {
  content: "\f080";
}
.fa-twitter-square:before {
  content: "\f081";
}
.fa-facebook-square:before {
  content: "\f082";
}
.fa-camera-retro:before {
  content: "\f083";
}
.fa-key:before {
  content: "\f084";
}
.fa-gears:before,
.fa-cogs:before {
  content: "\f085";
}
.fa-comments:before {
  content: "\f086";
}
.fa-thumbs-o-up:before {
  content: "\f087";
}
.fa-thumbs-o-down:before {
  content: "\f088";
}
.fa-star-half:before {
  content: "\f089";
}
.fa-heart-o:before {
  content: "\f08a";
}
.fa-sign-out:before {
  content: "\f08b";
}
.fa-linkedin-square:before {
  content: "\f08c";
}
.fa-thumb-tack:before {
  content: "\f08d";
}
.fa-external-link:before {
  content: "\f08e";
}
.fa-sign-in:before {
  content: "\f090";
}
.fa-trophy:before {
  content: "\f091";
}
.fa-github-square:before {
  content: "\f092";
}
.fa-upload:before {
  content: "\f093";
}
.fa-lemon-o:before {
  content: "\f094";
}
.fa-phone:before {
  content: "\f095";
}
.fa-square-o:before {
  content: "\f096";
}
.fa-bookmark-o:before {
  content: "\f097";
}
.fa-phone-square:before {
  content: "\f098";
}
.fa-twitter:before {
  content: "\f099";
}
.fa-facebook-f:before,
.fa-facebook:before {
  content: "\f09a";
}
.fa-github:before {
  content: "\f09b";
}
.fa-unlock:before {
  content: "\f09c";
}
.fa-credit-card:before {
  content: "\f09d";
}
.fa-feed:before,
.fa-rss:before {
  content: "\f09e";
}
.fa-hdd-o:before {
  content: "\f0a0";
}
.fa-bullhorn:before {
  content: "\f0a1";
}
.fa-bell:before {
  content: "\f0f3";
}
.fa-certificate:before {
  content: "\f0a3";
}
.fa-hand-o-right:before {
  content: "\f0a4";
}
.fa-hand-o-left:before {
  content: "\f0a5";
}
.fa-hand-o-up:before {
  content: "\f0a6";
}
.fa-hand-o-down:before {
  content: "\f0a7";
}
.fa-arrow-circle-left:before {
  content: "\f0a8";
}
.fa-arrow-circle-right:before {
  content: "\f0a9";
}
.fa-arrow-circle-up:before {
  content: "\f0aa";
}
.fa-arrow-circle-down:before {
  content: "\f0ab";
}
.fa-globe:before {
  content: "\f0ac";
}
.fa-wrench:before {
  content: "\f0ad";
}
.fa-tasks:before {
  content: "\f0ae";
}
.fa-filter:before {
  content: "\f0b0";
}
.fa-briefcase:before {
  content: "\f0b1";
}
.fa-arrows-alt:before {
  content: "\f0b2";
}
.fa-group:before,
.fa-users:before {
  content: "\f0c0";
}
.fa-chain:before,
.fa-link:before {
  content: "\f0c1";
}
.fa-cloud:before {
  content: "\f0c2";
}
.fa-flask:before {
  content: "\f0c3";
}
.fa-cut:before,
.fa-scissors:before {
  content: "\f0c4";
}
.fa-copy:before,
.fa-files-o:before {
  content: "\f0c5";
}
.fa-paperclip:before {
  content: "\f0c6";
}
.fa-save:before,
.fa-floppy-o:before {
  content: "\f0c7";
}
.fa-square:before {
  content: "\f0c8";
}
.fa-navicon:before,
.fa-reorder:before,
.fa-bars:before {
  content: "\f0c9";
}
.fa-list-ul:before {
  content: "\f0ca";
}
.fa-list-ol:before {
  content: "\f0cb";
}
.fa-strikethrough:before {
  content: "\f0cc";
}
.fa-underline:before {
  content: "\f0cd";
}
.fa-table:before {
  content: "\f0ce";
}
.fa-magic:before {
  content: "\f0d0";
}
.fa-truck:before {
  content: "\f0d1";
}
.fa-pinterest:before {
  content: "\f0d2";
}
.fa-pinterest-square:before {
  content: "\f0d3";
}
.fa-google-plus-square:before {
  content: "\f0d4";
}
.fa-google-plus:before {
  content: "\f0d5";
}
.fa-money:before {
  content: "\f0d6";
}
.fa-caret-down:before {
  content: "\f0d7";
}
.fa-caret-up:before {
  content: "\f0d8";
}
.fa-caret-left:before {
  content: "\f0d9";
}
.fa-caret-right:before {
  content: "\f0da";
}
.fa-columns:before {
  content: "\f0db";
}
.fa-unsorted:before,
.fa-sort:before {
  content: "\f0dc";
}
.fa-sort-down:before,
.fa-sort-desc:before {
  content: "\f0dd";
}
.fa-sort-up:before,
.fa-sort-asc:before {
  content: "\f0de";
}
.fa-envelope:before {
  content: "\f0e0";
}
.fa-linkedin:before {
  content: "\f0e1";
}
.fa-rotate-left:before,
.fa-undo:before {
  content: "\f0e2";
}
.fa-legal:before,
.fa-gavel:before {
  content: "\f0e3";
}
.fa-dashboard:before,
.fa-tachometer:before {
  content: "\f0e4";
}
.fa-comment-o:before {
  content: "\f0e5";
}
.fa-comments-o:before {
  content: "\f0e6";
}
.fa-flash:before,
.fa-bolt:before {
  content: "\f0e7";
}
.fa-sitemap:before {
  content: "\f0e8";
}
.fa-umbrella:before {
  content: "\f0e9";
}
.fa-paste:before,
.fa-clipboard:before {
  content: "\f0ea";
}
.fa-lightbulb-o:before {
  content: "\f0eb";
}
.fa-exchange:before {
  content: "\f0ec";
}
.fa-cloud-download:before {
  content: "\f0ed";
}
.fa-cloud-upload:before {
  content: "\f0ee";
}
.fa-user-md:before {
  content: "\f0f0";
}
.fa-stethoscope:before {
  content: "\f0f1";
}
.fa-suitcase:before {
  content: "\f0f2";
}
.fa-bell-o:before {
  content: "\f0a2";
}
.fa-coffee:before {
  content: "\f0f4";
}
.fa-cutlery:before {
  content: "\f0f5";
}
.fa-file-text-o:before {
  content: "\f0f6";
}
.fa-building-o:before {
  content: "\f0f7";
}
.fa-hospital-o:before {
  content: "\f0f8";
}
.fa-ambulance:before {
  content: "\f0f9";
}
.fa-medkit:before {
  content: "\f0fa";
}
.fa-fighter-jet:before {
  content: "\f0fb";
}
.fa-beer:before {
  content: "\f0fc";
}
.fa-h-square:before {
  content: "\f0fd";
}
.fa-plus-square:before {
  content: "\f0fe";
}
.fa-angle-double-left:before {
  content: "\f100";
}
.fa-angle-double-right:before {
  content: "\f101";
}
.fa-angle-double-up:before {
  content: "\f102";
}
.fa-angle-double-down:before {
  content: "\f103";
}
.fa-angle-left:before {
  content: "\f104";
}
.fa-angle-right:before {
  content: "\f105";
}
.fa-angle-up:before {
  content: "\f106";
}
.fa-angle-down:before {
  content: "\f107";
}
.fa-desktop:before {
  content: "\f108";
}
.fa-laptop:before {
  content: "\f109";
}
.fa-tablet:before {
  content: "\f10a";
}
.fa-mobile-phone:before,
.fa-mobile:before {
  content: "\f10b";
}
.fa-circle-o:before {
  content: "\f10c";
}
.fa-quote-left:before {
  content: "\f10d";
}
.fa-quote-right:before {
  content: "\f10e";
}
.fa-spinner:before {
  content: "\f110";
}
.fa-circle:before {
  content: "\f111";
}
.fa-mail-reply:before,
.fa-reply:before {
  content: "\f112";
}
.fa-github-alt:before {
  content: "\f113";
}
.fa-folder-o:before {
  content: "\f114";
}
.fa-folder-open-o:before {
  content: "\f115";
}
.fa-smile-o:before {
  content: "\f118";
}
.fa-frown-o:before {
  content: "\f119";
}
.fa-meh-o:before {
  content: "\f11a";
}
.fa-gamepad:before {
  content: "\f11b";
}
.fa-keyboard-o:before {
  content: "\f11c";
}
.fa-flag-o:before {
  content: "\f11d";
}
.fa-flag-checkered:before {
  content: "\f11e";
}
.fa-terminal:before {
  content: "\f120";
}
.fa-code:before {
  content: "\f121";
}
.fa-mail-reply-all:before,
.fa-reply-all:before {
  content: "\f122";
}
.fa-star-half-empty:before,
.fa-star-half-full:before,
.fa-star-half-o:before {
  content: "\f123";
}
.fa-location-arrow:before {
  content: "\f124";
}
.fa-crop:before {
  content: "\f125";
}
.fa-code-fork:before {
  content: "\f126";
}
.fa-unlink:before,
.fa-chain-broken:before {
  content: "\f127";
}
.fa-question:before {
  content: "\f128";
}
.fa-info:before {
  content: "\f129";
}
.fa-exclamation:before {
  content: "\f12a";
}
.fa-superscript:before {
  content: "\f12b";
}
.fa-subscript:before {
  content: "\f12c";
}
.fa-eraser:before {
  content: "\f12d";
}
.fa-puzzle-piece:before {
  content: "\f12e";
}
.fa-microphone:before {
  content: "\f130";
}
.fa-microphone-slash:before {
  content: "\f131";
}
.fa-shield:before {
  content: "\f132";
}
.fa-calendar-o:before {
  content: "\f133";
}
.fa-fire-extinguisher:before {
  content: "\f134";
}
.fa-rocket:before {
  content: "\f135";
}
.fa-maxcdn:before {
  content: "\f136";
}
.fa-chevron-circle-left:before {
  content: "\f137";
}
.fa-chevron-circle-right:before {
  content: "\f138";
}
.fa-chevron-circle-up:before {
  content: "\f139";
}
.fa-chevron-circle-down:before {
  content: "\f13a";
}
.fa-html5:before {
  content: "\f13b";
}
.fa-css3:before {
  content: "\f13c";
}
.fa-anchor:before {
  content: "\f13d";
}
.fa-unlock-alt:before {
  content: "\f13e";
}
.fa-bullseye:before {
  content: "\f140";
}
.fa-ellipsis-h:before {
  content: "\f141";
}
.fa-ellipsis-v:before {
  content: "\f142";
}
.fa-rss-square:before {
  content: "\f143";
}
.fa-play-circle:before {
  content: "\f144";
}
.fa-ticket:before {
  content: "\f145";
}
.fa-minus-square:before {
  content: "\f146";
}
.fa-minus-square-o:before {
  content: "\f147";
}
.fa-level-up:before {
  content: "\f148";
}
.fa-level-down:before {
  content: "\f149";
}
.fa-check-square:before {
  content: "\f14a";
}
.fa-pencil-square:before {
  content: "\f14b";
}
.fa-external-link-square:before {
  content: "\f14c";
}
.fa-share-square:before {
  content: "\f14d";
}
.fa-compass:before {
  content: "\f14e";
}
.fa-toggle-down:before,
.fa-caret-square-o-down:before {
  content: "\f150";
}
.fa-toggle-up:before,
.fa-caret-square-o-up:before {
  content: "\f151";
}
.fa-toggle-right:before,
.fa-caret-square-o-right:before {
  content: "\f152";
}
.fa-euro:before,
.fa-eur:before {
  content: "\f153";
}
.fa-gbp:before {
  content: "\f154";
}
.fa-dollar:before,
.fa-usd:before {
  content: "\f155";
}
.fa-rupee:before,
.fa-inr:before {
  content: "\f156";
}
.fa-cny:before,
.fa-rmb:before,
.fa-yen:before,
.fa-jpy:before {
  content: "\f157";
}
.fa-ruble:before,
.fa-rouble:before,
.fa-rub:before {
  content: "\f158";
}
.fa-won:before,
.fa-krw:before {
  content: "\f159";
}
.fa-bitcoin:before,
.fa-btc:before {
  content: "\f15a";
}
.fa-file:before {
  content: "\f15b";
}
.fa-file-text:before {
  content: "\f15c";
}
.fa-sort-alpha-asc:before {
  content: "\f15d";
}
.fa-sort-alpha-desc:before {
  content: "\f15e";
}
.fa-sort-amount-asc:before {
  content: "\f160";
}
.fa-sort-amount-desc:before {
  content: "\f161";
}
.fa-sort-numeric-asc:before {
  content: "\f162";
}
.fa-sort-numeric-desc:before {
  content: "\f163";
}
.fa-thumbs-up:before {
  content: "\f164";
}
.fa-thumbs-down:before {
  content: "\f165";
}
.fa-youtube-square:before {
  content: "\f166";
}
.fa-youtube:before {
  content: "\f167";
}
.fa-xing:before {
  content: "\f168";
}
.fa-xing-square:before {
  content: "\f169";
}
.fa-youtube-play:before {
  content: "\f16a";
}
.fa-dropbox:before {
  content: "\f16b";
}
.fa-stack-overflow:before {
  content: "\f16c";
}
.fa-instagram:before {
  content: "\f16d";
}
.fa-flickr:before {
  content: "\f16e";
}
.fa-adn:before {
  content: "\f170";
}
.fa-bitbucket:before {
  content: "\f171";
}
.fa-bitbucket-square:before {
  content: "\f172";
}
.fa-tumblr:before {
  content: "\f173";
}
.fa-tumblr-square:before {
  content: "\f174";
}
.fa-long-arrow-down:before {
  content: "\f175";
}
.fa-long-arrow-up:before {
  content: "\f176";
}
.fa-long-arrow-left:before {
  content: "\f177";
}
.fa-long-arrow-right:before {
  content: "\f178";
}
.fa-apple:before {
  content: "\f179";
}
.fa-windows:before {
  content: "\f17a";
}
.fa-android:before {
  content: "\f17b";
}
.fa-linux:before {
  content: "\f17c";
}
.fa-dribbble:before {
  content: "\f17d";
}
.fa-skype:before {
  content: "\f17e";
}
.fa-foursquare:before {
  content: "\f180";
}
.fa-trello:before {
  content: "\f181";
}
.fa-female:before {
  content: "\f182";
}
.fa-male:before {
  content: "\f183";
}
.fa-gittip:before,
.fa-gratipay:before {
  content: "\f184";
}
.fa-sun-o:before {
  content: "\f185";
}
.fa-moon-o:before {
  content: "\f186";
}
.fa-archive:before {
  content: "\f187";
}
.fa-bug:before {
  content: "\f188";
}
.fa-vk:before {
  content: "\f189";
}
.fa-weibo:before {
  content: "\f18a";
}
.fa-renren:before {
  content: "\f18b";
}
.fa-pagelines:before {
  content: "\f18c";
}
.fa-stack-exchange:before {
  content: "\f18d";
}
.fa-arrow-circle-o-right:before {
  content: "\f18e";
}
.fa-arrow-circle-o-left:before {
  content: "\f190";
}
.fa-toggle-left:before,
.fa-caret-square-o-left:before {
  content: "\f191";
}
.fa-dot-circle-o:before {
  content: "\f192";
}
.fa-wheelchair:before {
  content: "\f193";
}
.fa-vimeo-square:before {
  content: "\f194";
}
.fa-turkish-lira:before,
.fa-try:before {
  content: "\f195";
}
.fa-plus-square-o:before {
  content: "\f196";
}
.fa-space-shuttle:before {
  content: "\f197";
}
.fa-slack:before {
  content: "\f198";
}
.fa-envelope-square:before {
  content: "\f199";
}
.fa-wordpress:before {
  content: "\f19a";
}
.fa-openid:before {
  content: "\f19b";
}
.fa-institution:before,
.fa-bank:before,
.fa-university:before {
  content: "\f19c";
}
.fa-mortar-board:before,
.fa-graduation-cap:before {
  content: "\f19d";
}
.fa-yahoo:before {
  content: "\f19e";
}
.fa-google:before {
  content: "\f1a0";
}
.fa-reddit:before {
  content: "\f1a1";
}
.fa-reddit-square:before {
  content: "\f1a2";
}
.fa-stumbleupon-circle:before {
  content: "\f1a3";
}
.fa-stumbleupon:before {
  content: "\f1a4";
}
.fa-delicious:before {
  content: "\f1a5";
}
.fa-digg:before {
  content: "\f1a6";
}
.fa-pied-piper-pp:before {
  content: "\f1a7";
}
.fa-pied-piper-alt:before {
  content: "\f1a8";
}
.fa-drupal:before {
  content: "\f1a9";
}
.fa-joomla:before {
  content: "\f1aa";
}
.fa-language:before {
  content: "\f1ab";
}
.fa-fax:before {
  content: "\f1ac";
}
.fa-building:before {
  content: "\f1ad";
}
.fa-child:before {
  content: "\f1ae";
}
.fa-paw:before {
  content: "\f1b0";
}
.fa-spoon:before {
  content: "\f1b1";
}
.fa-cube:before {
  content: "\f1b2";
}
.fa-cubes:before {
  content: "\f1b3";
}
.fa-behance:before {
  content: "\f1b4";
}
.fa-behance-square:before {
  content: "\f1b5";
}
.fa-steam:before {
  content: "\f1b6";
}
.fa-steam-square:before {
  content: "\f1b7";
}
.fa-recycle:before {
  content: "\f1b8";
}
.fa-automobile:before,
.fa-car:before {
  content: "\f1b9";
}
.fa-cab:before,
.fa-taxi:before {
  content: "\f1ba";
}
.fa-tree:before {
  content: "\f1bb";
}
.fa-spotify:before {
  content: "\f1bc";
}
.fa-deviantart:before {
  content: "\f1bd";
}
.fa-soundcloud:before {
  content: "\f1be";
}
.fa-database:before {
  content: "\f1c0";
}
.fa-file-pdf-o:before {
  content: "\f1c1";
}
.fa-file-word-o:before {
  content: "\f1c2";
}
.fa-file-excel-o:before {
  content: "\f1c3";
}
.fa-file-powerpoint-o:before {
  content: "\f1c4";
}
.fa-file-photo-o:before,
.fa-file-picture-o:before,
.fa-file-image-o:before {
  content: "\f1c5";
}
.fa-file-zip-o:before,
.fa-file-archive-o:before {
  content: "\f1c6";
}
.fa-file-sound-o:before,
.fa-file-audio-o:before {
  content: "\f1c7";
}
.fa-file-movie-o:before,
.fa-file-video-o:before {
  content: "\f1c8";
}
.fa-file-code-o:before {
  content: "\f1c9";
}
.fa-vine:before {
  content: "\f1ca";
}
.fa-codepen:before {
  content: "\f1cb";
}
.fa-jsfiddle:before {
  content: "\f1cc";
}
.fa-life-bouy:before,
.fa-life-buoy:before,
.fa-life-saver:before,
.fa-support:before,
.fa-life-ring:before {
  content: "\f1cd";
}
.fa-circle-o-notch:before {
  content: "\f1ce";
}
.fa-ra:before,
.fa-resistance:before,
.fa-rebel:before {
  content: "\f1d0";
}
.fa-ge:before,
.fa-empire:before {
  content: "\f1d1";
}
.fa-git-square:before {
  content: "\f1d2";
}
.fa-git:before {
  content: "\f1d3";
}
.fa-y-combinator-square:before,
.fa-yc-square:before,
.fa-hacker-news:before {
  content: "\f1d4";
}
.fa-tencent-weibo:before {
  content: "\f1d5";
}
.fa-qq:before {
  content: "\f1d6";
}
.fa-wechat:before,
.fa-weixin:before {
  content: "\f1d7";
}
.fa-send:before,
.fa-paper-plane:before {
  content: "\f1d8";
}
.fa-send-o:before,
.fa-paper-plane-o:before {
  content: "\f1d9";
}
.fa-history:before {
  content: "\f1da";
}
.fa-circle-thin:before {
  content: "\f1db";
}
.fa-header:before {
  content: "\f1dc";
}
.fa-paragraph:before {
  content: "\f1dd";
}
.fa-sliders:before {
  content: "\f1de";
}
.fa-share-alt:before {
  content: "\f1e0";
}
.fa-share-alt-square:before {
  content: "\f1e1";
}
.fa-bomb:before {
  content: "\f1e2";
}
.fa-soccer-ball-o:before,
.fa-futbol-o:before {
  content: "\f1e3";
}
.fa-tty:before {
  content: "\f1e4";
}
.fa-binoculars:before {
  content: "\f1e5";
}
.fa-plug:before {
  content: "\f1e6";
}
.fa-slideshare:before {
  content: "\f1e7";
}
.fa-twitch:before {
  content: "\f1e8";
}
.fa-yelp:before {
  content: "\f1e9";
}
.fa-newspaper-o:before {
  content: "\f1ea";
}
.fa-wifi:before {
  content: "\f1eb";
}
.fa-calculator:before {
  content: "\f1ec";
}
.fa-paypal:before {
  content: "\f1ed";
}
.fa-google-wallet:before {
  content: "\f1ee";
}
.fa-cc-visa:before {
  content: "\f1f0";
}
.fa-cc-mastercard:before {
  content: "\f1f1";
}
.fa-cc-discover:before {
  content: "\f1f2";
}
.fa-cc-amex:before {
  content: "\f1f3";
}
.fa-cc-paypal:before {
  content: "\f1f4";
}
.fa-cc-stripe:before {
  content: "\f1f5";
}
.fa-bell-slash:before {
  content: "\f1f6";
}
.fa-bell-slash-o:before {
  content: "\f1f7";
}
.fa-trash:before {
  content: "\f1f8";
}
.fa-copyright:before {
  content: "\f1f9";
}
.fa-at:before {
  content: "\f1fa";
}
.fa-eyedropper:before {
  content: "\f1fb";
}
.fa-paint-brush:before {
  content: "\f1fc";
}
.fa-birthday-cake:before {
  content: "\f1fd";
}
.fa-area-chart:before {
  content: "\f1fe";
}
.fa-pie-chart:before {
  content: "\f200";
}
.fa-line-chart:before {
  content: "\f201";
}
.fa-lastfm:before {
  content: "\f202";
}
.fa-lastfm-square:before {
  content: "\f203";
}
.fa-toggle-off:before {
  content: "\f204";
}
.fa-toggle-on:before {
  content: "\f205";
}
.fa-bicycle:before {
  content: "\f206";
}
.fa-bus:before {
  content: "\f207";
}
.fa-ioxhost:before {
  content: "\f208";
}
.fa-angellist:before {
  content: "\f209";
}
.fa-cc:before {
  content: "\f20a";
}
.fa-shekel:before,
.fa-sheqel:before,
.fa-ils:before {
  content: "\f20b";
}
.fa-meanpath:before {
  content: "\f20c";
}
.fa-buysellads:before {
  content: "\f20d";
}
.fa-connectdevelop:before {
  content: "\f20e";
}
.fa-dashcube:before {
  content: "\f210";
}
.fa-forumbee:before {
  content: "\f211";
}
.fa-leanpub:before {
  content: "\f212";
}
.fa-sellsy:before {
  content: "\f213";
}
.fa-shirtsinbulk:before {
  content: "\f214";
}
.fa-simplybuilt:before {
  content: "\f215";
}
.fa-skyatlas:before {
  content: "\f216";
}
.fa-cart-plus:before {
  content: "\f217";
}
.fa-cart-arrow-down:before {
  content: "\f218";
}
.fa-diamond:before {
  content: "\f219";
}
.fa-ship:before {
  content: "\f21a";
}
.fa-user-secret:before {
  content: "\f21b";
}
.fa-motorcycle:before {
  content: "\f21c";
}
.fa-street-view:before {
  content: "\f21d";
}
.fa-heartbeat:before {
  content: "\f21e";
}
.fa-venus:before {
  content: "\f221";
}
.fa-mars:before {
  content: "\f222";
}
.fa-mercury:before {
  content: "\f223";
}
.fa-intersex:before,
.fa-transgender:before {
  content: "\f224";
}
.fa-transgender-alt:before {
  content: "\f225";
}
.fa-venus-double:before {
  content: "\f226";
}
.fa-mars-double:before {
  content: "\f227";
}
.fa-venus-mars:before {
  content: "\f228";
}
.fa-mars-stroke:before {
  content: "\f229";
}
.fa-mars-stroke-v:before {
  content: "\f22a";
}
.fa-mars-stroke-h:before {
  content: "\f22b";
}
.fa-neuter:before {
  content: "\f22c";
}
.fa-genderless:before {
  content: "\f22d";
}
.fa-facebook-official:before {
  content: "\f230";
}
.fa-pinterest-p:before {
  content: "\f231";
}
.fa-whatsapp:before {
  content: "\f232";
}
.fa-server:before {
  content: "\f233";
}
.fa-user-plus:before {
  content: "\f234";
}
.fa-user-times:before {
  content: "\f235";
}
.fa-hotel:before,
.fa-bed:before {
  content: "\f236";
}
.fa-viacoin:before {
  content: "\f237";
}
.fa-train:before {
  content: "\f238";
}
.fa-subway:before {
  content: "\f239";
}
.fa-medium:before {
  content: "\f23a";
}
.fa-yc:before,
.fa-y-combinator:before {
  content: "\f23b";
}
.fa-optin-monster:before {
  content: "\f23c";
}
.fa-opencart:before {
  content: "\f23d";
}
.fa-expeditedssl:before {
  content: "\f23e";
}
.fa-battery-4:before,
.fa-battery:before,
.fa-battery-full:before {
  content: "\f240";
}
.fa-battery-3:before,
.fa-battery-three-quarters:before {
  content: "\f241";
}
.fa-battery-2:before,
.fa-battery-half:before {
  content: "\f242";
}
.fa-battery-1:before,
.fa-battery-quarter:before {
  content: "\f243";
}
.fa-battery-0:before,
.fa-battery-empty:before {
  content: "\f244";
}
.fa-mouse-pointer:before {
  content: "\f245";
}
.fa-i-cursor:before {
  content: "\f246";
}
.fa-object-group:before {
  content: "\f247";
}
.fa-object-ungroup:before {
  content: "\f248";
}
.fa-sticky-note:before {
  content: "\f249";
}
.fa-sticky-note-o:before {
  content: "\f24a";
}
.fa-cc-jcb:before {
  content: "\f24b";
}
.fa-cc-diners-club:before {
  content: "\f24c";
}
.fa-clone:before {
  content: "\f24d";
}
.fa-balance-scale:before {
  content: "\f24e";
}
.fa-hourglass-o:before {
  content: "\f250";
}
.fa-hourglass-1:before,
.fa-hourglass-start:before {
  content: "\f251";
}
.fa-hourglass-2:before,
.fa-hourglass-half:before {
  content: "\f252";
}
.fa-hourglass-3:before,
.fa-hourglass-end:before {
  content: "\f253";
}
.fa-hourglass:before {
  content: "\f254";
}
.fa-hand-grab-o:before,
.fa-hand-rock-o:before {
  content: "\f255";
}
.fa-hand-stop-o:before,
.fa-hand-paper-o:before {
  content: "\f256";
}
.fa-hand-scissors-o:before {
  content: "\f257";
}
.fa-hand-lizard-o:before {
  content: "\f258";
}
.fa-hand-spock-o:before {
  content: "\f259";
}
.fa-hand-pointer-o:before {
  content: "\f25a";
}
.fa-hand-peace-o:before {
  content: "\f25b";
}
.fa-trademark:before {
  content: "\f25c";
}
.fa-registered:before {
  content: "\f25d";
}
.fa-creative-commons:before {
  content: "\f25e";
}
.fa-gg:before {
  content: "\f260";
}
.fa-gg-circle:before {
  content: "\f261";
}
.fa-tripadvisor:before {
  content: "\f262";
}
.fa-odnoklassniki:before {
  content: "\f263";
}
.fa-odnoklassniki-square:before {
  content: "\f264";
}
.fa-get-pocket:before {
  content: "\f265";
}
.fa-wikipedia-w:before {
  content: "\f266";
}
.fa-safari:before {
  content: "\f267";
}
.fa-chrome:before {
  content: "\f268";
}
.fa-firefox:before {
  content: "\f269";
}
.fa-opera:before {
  content: "\f26a";
}
.fa-internet-explorer:before {
  content: "\f26b";
}
.fa-tv:before,
.fa-television:before {
  content: "\f26c";
}
.fa-contao:before {
  content: "\f26d";
}
.fa-500px:before {
  content: "\f26e";
}
.fa-amazon:before {
  content: "\f270";
}
.fa-calendar-plus-o:before {
  content: "\f271";
}
.fa-calendar-minus-o:before {
  content: "\f272";
}
.fa-calendar-times-o:before {
  content: "\f273";
}
.fa-calendar-check-o:before {
  content: "\f274";
}
.fa-industry:before {
  content: "\f275";
}
.fa-map-pin:before {
  content: "\f276";
}
.fa-map-signs:before {
  content: "\f277";
}
.fa-map-o:before {
  content: "\f278";
}
.fa-map:before {
  content: "\f279";
}
.fa-commenting:before {
  content: "\f27a";
}
.fa-commenting-o:before {
  content: "\f27b";
}
.fa-houzz:before {
  content: "\f27c";
}
.fa-vimeo:before {
  content: "\f27d";
}
.fa-black-tie:before {
  content: "\f27e";
}
.fa-fonticons:before {
  content: "\f280";
}
.fa-reddit-alien:before {
  content: "\f281";
}
.fa-edge:before {
  content: "\f282";
}
.fa-credit-card-alt:before {
  content: "\f283";
}
.fa-codiepie:before {
  content: "\f284";
}
.fa-modx:before {
  content: "\f285";
}
.fa-fort-awesome:before {
  content: "\f286";
}
.fa-usb:before {
  content: "\f287";
}
.fa-product-hunt:before {
  content: "\f288";
}
.fa-mixcloud:before {
  content: "\f289";
}
.fa-scribd:before {
  content: "\f28a";
}
.fa-pause-circle:before {
  content: "\f28b";
}
.fa-pause-circle-o:before {
  content: "\f28c";
}
.fa-stop-circle:before {
  content: "\f28d";
}
.fa-stop-circle-o:before {
  content: "\f28e";
}
.fa-shopping-bag:before {
  content: "\f290";
}
.fa-shopping-basket:before {
  content: "\f291";
}
.fa-hashtag:before {
  content: "\f292";
}
.fa-bluetooth:before {
  content: "\f293";
}
.fa-bluetooth-b:before {
  content: "\f294";
}
.fa-percent:before {
  content: "\f295";
}
.fa-gitlab:before {
  content: "\f296";
}
.fa-wpbeginner:before {
  content: "\f297";
}
.fa-wpforms:before {
  content: "\f298";
}
.fa-envira:before {
  content: "\f299";
}
.fa-universal-access:before {
  content: "\f29a";
}
.fa-wheelchair-alt:before {
  content: "\f29b";
}
.fa-question-circle-o:before {
  content: "\f29c";
}
.fa-blind:before {
  content: "\f29d";
}
.fa-audio-description:before {
  content: "\f29e";
}
.fa-volume-control-phone:before {
  content: "\f2a0";
}
.fa-braille:before {
  content: "\f2a1";
}
.fa-assistive-listening-systems:before {
  content: "\f2a2";
}
.fa-asl-interpreting:before,
.fa-american-sign-language-interpreting:before {
  content: "\f2a3";
}
.fa-deafness:before,
.fa-hard-of-hearing:before,
.fa-deaf:before {
  content: "\f2a4";
}
.fa-glide:before {
  content: "\f2a5";
}
.fa-glide-g:before {
  content: "\f2a6";
}
.fa-signing:before,
.fa-sign-language:before {
  content: "\f2a7";
}
.fa-low-vision:before {
  content: "\f2a8";
}
.fa-viadeo:before {
  content: "\f2a9";
}
.fa-viadeo-square:before {
  content: "\f2aa";
}
.fa-snapchat:before {
  content: "\f2ab";
}
.fa-snapchat-ghost:before {
  content: "\f2ac";
}
.fa-snapchat-square:before {
  content: "\f2ad";
}
.fa-pied-piper:before {
  content: "\f2ae";
}
.fa-first-order:before {
  content: "\f2b0";
}
.fa-yoast:before {
  content: "\f2b1";
}
.fa-themeisle:before {
  content: "\f2b2";
}
.fa-google-plus-circle:before,
.fa-google-plus-official:before {
  content: "\f2b3";
}
.fa-fa:before,
.fa-font-awesome:before {
  content: "\f2b4";
}
.fa-handshake-o:before {
  content: "\f2b5";
}
.fa-envelope-open:before {
  content: "\f2b6";
}
.fa-envelope-open-o:before {
  content: "\f2b7";
}
.fa-linode:before {
  content: "\f2b8";
}
.fa-address-book:before {
  content: "\f2b9";
}
.fa-address-book-o:before {
  content: "\f2ba";
}
.fa-vcard:before,
.fa-address-card:before {
  content: "\f2bb";
}
.fa-vcard-o:before,
.fa-address-card-o:before {
  content: "\f2bc";
}
.fa-user-circle:before {
  content: "\f2bd";
}
.fa-user-circle-o:before {
  content: "\f2be";
}
.fa-user-o:before {
  content: "\f2c0";
}
.fa-id-badge:before {
  content: "\f2c1";
}
.fa-drivers-license:before,
.fa-id-card:before {
  content: "\f2c2";
}
.fa-drivers-license-o:before,
.fa-id-card-o:before {
  content: "\f2c3";
}
.fa-quora:before {
  content: "\f2c4";
}
.fa-free-code-camp:before {
  content: "\f2c5";
}
.fa-telegram:before {
  content: "\f2c6";
}
.fa-thermometer-4:before,
.fa-thermometer:before,
.fa-thermometer-full:before {
  content: "\f2c7";
}
.fa-thermometer-3:before,
.fa-thermometer-three-quarters:before {
  content: "\f2c8";
}
.fa-thermometer-2:before,
.fa-thermometer-half:before {
  content: "\f2c9";
}
.fa-thermometer-1:before,
.fa-thermometer-quarter:before {
  content: "\f2ca";
}
.fa-thermometer-0:before,
.fa-thermometer-empty:before {
  content: "\f2cb";
}
.fa-shower:before {
  content: "\f2cc";
}
.fa-bathtub:before,
.fa-s15:before,
.fa-bath:before {
  content: "\f2cd";
}
.fa-podcast:before {
  content: "\f2ce";
}
.fa-window-maximize:before {
  content: "\f2d0";
}
.fa-window-minimize:before {
  content: "\f2d1";
}
.fa-window-restore:before {
  content: "\f2d2";
}
.fa-times-rectangle:before,
.fa-window-close:before {
  content: "\f2d3";
}
.fa-times-rectangle-o:before,
.fa-window-close-o:before {
  content: "\f2d4";
}
.fa-bandcamp:before {
  content: "\f2d5";
}
.fa-grav:before {
  content: "\f2d6";
}
.fa-etsy:before {
  content: "\f2d7";
}
.fa-imdb:before {
  content: "\f2d8";
}
.fa-ravelry:before {
  content: "\f2d9";
}
.fa-eercast:before {
  content: "\f2da";
}
.fa-microchip:before {
  content: "\f2db";
}
.fa-snowflake-o:before {
  content: "\f2dc";
}
.fa-superpowers:before {
  content: "\f2dd";
}
.fa-wpexplorer:before {
  content: "\f2de";
}
.fa-meetup:before {
  content: "\f2e0";
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  padding: 0;
  margin: -1px;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
/*!
*
* IPython base
*
*/
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
code {
  color: #000;
}
pre {
  font-size: inherit;
  line-height: inherit;
}
label {
  font-weight: normal;
}
/* Make the page background atleast 100% the height of the view port */
/* Make the page itself atleast 70% the height of the view port */
.border-box-sizing {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.corner-all {
  border-radius: 2px;
}
.no-padding {
  padding: 0px;
}
/* Flexible box model classes */
/* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
/* This file is a compatability layer.  It allows the usage of flexible box 
model layouts accross multiple browsers, including older browsers.  The newest,
universal implementation of the flexible box model is used when available (see
`Modern browsers` comments below).  Browsers that are known to implement this 
new spec completely include:

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

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

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

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
div.output_area .mglyph > img {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 1px 0 1px 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul:not(.list-inline),
.rendered_html ol:not(.list-inline) {
  padding-left: 2em;
}
.rendered_html ul {
  list-style: disc;
}
.rendered_html ul ul {
  list-style: square;
  margin-top: 0;
}
.rendered_html ul ul ul {
  list-style: circle;
}
.rendered_html ol {
  list-style: decimal;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin-top: 0;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
  padding: 0px;
  background-color: #fff;
}
.rendered_html code {
  background-color: #eff0f1;
}
.rendered_html p code {
  padding: 1px 5px;
}
.rendered_html pre code {
  background-color: #fff;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  color: #000;
  font-size: 100%;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: none;
  border-collapse: collapse;
  border-spacing: 0;
  color: black;
  font-size: 12px;
  table-layout: fixed;
}
.rendered_html thead {
  border-bottom: 1px solid black;
  vertical-align: bottom;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  text-align: right;
  vertical-align: middle;
  padding: 0.5em 0.5em;
  line-height: normal;
  white-space: normal;
  max-width: none;
  border: none;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html tbody tr:nth-child(odd) {
  background: #f5f5f5;
}
.rendered_html tbody tr:hover {
  background: rgba(66, 165, 245, 0.2);
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
.rendered_html .alert {
  margin-bottom: initial;
}
.rendered_html * + .alert {
  margin-top: 1em;
}
[dir="rtl"] .rendered_html p {
  text-align: right;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.rendered .rendered_html tr,
.text_cell.rendered .rendered_html th,
.text_cell.rendered .rendered_html td {
  max-width: none;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.text_cell .dropzone .input_area {
  border: 2px dashed #bababa;
  margin: -1px;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
.jupyter-keybindings {
  padding: 1px;
  line-height: 24px;
  border-bottom: 1px solid gray;
}
.jupyter-keybindings input {
  margin: 0;
  padding: 0;
  border: none;
}
.jupyter-keybindings i {
  padding: 6px;
}
.well code {
  background-color: #ffffff;
  border-color: #ababab;
  border-width: 1px;
  border-style: solid;
  padding: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.tags_button_container {
  width: 100%;
  display: flex;
}
.tag-container {
  display: flex;
  flex-direction: row;
  flex-grow: 1;
  overflow: hidden;
  position: relative;
}
.tag-container > * {
  margin: 0 4px;
}
.remove-tag-btn {
  margin-left: 4px;
}
.tags-input {
  display: flex;
}
.cell-tag:last-child:after {
  content: "";
  position: absolute;
  right: 0;
  width: 40px;
  height: 100%;
  /* Fade to background color of cell toolbar */
  background: linear-gradient(to right, rgba(0, 0, 0, 0), #EEE);
}
.tags-input > * {
  margin-left: 4px;
}
.cell-tag,
.tags-input input,
.tags-input button {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  box-shadow: none;
  width: inherit;
  font-size: inherit;
  height: 22px;
  line-height: 22px;
  padding: 0px 4px;
  display: inline-block;
}
.cell-tag:focus,
.tags-input input:focus,
.tags-input button:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.cell-tag::-moz-placeholder,
.tags-input input::-moz-placeholder,
.tags-input button::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.cell-tag:-ms-input-placeholder,
.tags-input input:-ms-input-placeholder,
.tags-input button:-ms-input-placeholder {
  color: #999;
}
.cell-tag::-webkit-input-placeholder,
.tags-input input::-webkit-input-placeholder,
.tags-input button::-webkit-input-placeholder {
  color: #999;
}
.cell-tag::-ms-expand,
.tags-input input::-ms-expand,
.tags-input button::-ms-expand {
  border: 0;
  background-color: transparent;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
.cell-tag[readonly],
.tags-input input[readonly],
.tags-input button[readonly],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  background-color: #eeeeee;
  opacity: 1;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  cursor: not-allowed;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button {
  height: auto;
}
select.cell-tag,
select.tags-input input,
select.tags-input button {
  height: 30px;
  line-height: 30px;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button,
select[multiple].cell-tag,
select[multiple].tags-input input,
select[multiple].tags-input button {
  height: auto;
}
.cell-tag,
.tags-input button {
  padding: 0px 4px;
}
.cell-tag {
  background-color: #fff;
  white-space: nowrap;
}
.tags-input input[type=text]:focus {
  outline: none;
  box-shadow: none;
  border-color: #ccc;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
[dir="rtl"] #kernel_logo_widget {
  float: left !important;
  float: left;
}
.modal .modal-body .move-path {
  display: flex;
  flex-direction: row;
  justify-content: space;
  align-items: center;
}
.modal .modal-body .move-path .server-root {
  padding-right: 20px;
}
.modal .modal-body .move-path .path-input {
  flex: 1;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
[dir="rtl"] #menubar .navbar-toggle {
  float: right;
}
[dir="rtl"] #menubar .navbar-collapse {
  clear: right;
}
[dir="rtl"] #menubar .navbar-nav {
  float: right;
}
[dir="rtl"] #menubar .nav {
  padding-right: 0px;
}
[dir="rtl"] #menubar .navbar-nav > li {
  float: right;
}
[dir="rtl"] #menubar .navbar-right {
  float: left !important;
}
[dir="rtl"] ul.dropdown-menu {
  text-align: right;
  left: auto;
}
[dir="rtl"] ul#new-menu.dropdown-menu {
  right: auto;
  left: 0;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
[dir="rtl"] i.menu-icon.pull-right {
  float: left !important;
  float: left;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
[dir="rtl"] ul#help_menu li a {
  padding-left: 2.2em;
}
[dir="rtl"] ul#help_menu li a i {
  margin-right: 0;
  margin-left: -1.2em;
}
[dir="rtl"] ul#help_menu li a i.pull-right {
  float: left !important;
  float: left;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
[dir="rtl"] .dropdown-submenu > .dropdown-menu {
  right: 100%;
  margin-right: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.fa-pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.fa-pull-right {
  margin-left: .3em;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
[dir="rtl"] .dropdown-submenu > a:after {
  float: left;
  content: "\f0d9";
  margin-right: 0;
  margin-left: -10px;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
[dir="rtl"] #notification_area {
  float: left !important;
  float: left;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] .indicator_area {
  float: left !important;
  float: left;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
[dir="rtl"] #kernel_indicator {
  float: left !important;
  float: left;
  border-left: 0;
  border-right: 1px solid;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] #modal_indicator {
  float: left !important;
  float: left;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
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}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
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  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
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}
.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,
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.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;
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  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
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}
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.notification_widget.danger[disabled]:hover,
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 {
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  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
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  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;
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}
div#pager .ui-resizable-handle::after {
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  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 {
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  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;
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  span.checkpoint_status,
  span.autosave_status {
    display: none;
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}
@media (min-width: 768px) and (max-width: 991px) {
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    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 {
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  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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    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-webkit-keyframes fadeOut {
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    opacity: 1;
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  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
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  to {
    opacity: 1;
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}
@-webkit-keyframes fadeIn {
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  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
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}
.ipython_tooltip .tooltiptext pre {
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  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 {
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  overflow: auto;
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ul.typeahead-list > li > a {
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ul.typeahead-list  > li > a.pull-right {
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}
[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 {
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  float: left;
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#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
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  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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<h1 id="Self-Driving-Car-Engineer-Nanodegree">Self-Driving Car Engineer Nanodegree<a class="anchor-link" href="#Self-Driving-Car-Engineer-Nanodegree">&#182;</a></h1><h2 id="Project:-Finding-Lane-Lines-on-the-Road">Project: <strong>Finding Lane Lines on the Road</strong><a class="anchor-link" href="#Project:-Finding-Lane-Lines-on-the-Road">&#182;</a></h2><hr>
<p>In this project, you will use the tools you learned about in the lesson to identify lane lines on the road.  You can develop your pipeline on a series of individual images, and later apply the result to a video stream (really just a series of images). Check out the video clip "raw-lines-example.mp4" (also contained in this repository) to see what the output should look like after using the helper functions below.</p>
<p>Once you have a result that looks roughly like "raw-lines-example.mp4", you'll need to get creative and try to average and/or extrapolate the line segments you've detected to map out the full extent of the lane lines.  You can see an example of the result you're going for in the video "P1_example.mp4".  Ultimately, you would like to draw just one line for the left side of the lane, and one for the right.</p>
<p>In addition to implementing code, there is a brief writeup to complete. The writeup should be completed in a separate file, which can be either a markdown file or a pdf document. There is a <a href="https://github.com/udacity/CarND-LaneLines-P1/blob/master/writeup_template.md">write up template</a> that can be used to guide the writing process. Completing both the code in the Ipython notebook and the writeup template will cover all of the <a href="https://review.udacity.com/#!/rubrics/322/view">rubric points</a> for this project.</p>
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<p>Let's have a look at our first image called 'test_images/solidWhiteRight.jpg'.  Run the 2 cells below (hit Shift-Enter or the "play" button above) to display the image.</p>
<p><strong>Note: If, at any point, you encounter frozen display windows or other confounding issues, you can always start again with a clean slate by going to the "Kernel" menu above and selecting "Restart &amp; Clear Output".</strong></p>
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<p><strong>The tools you have are color selection, region of interest selection, grayscaling, Gaussian smoothing, Canny Edge Detection and Hough Tranform line detection.  You  are also free to explore and try other techniques that were not presented in the lesson.  Your goal is piece together a pipeline to detect the line segments in the image, then average/extrapolate them and draw them onto the image for display (as below).  Once you have a working pipeline, try it out on the video stream below.</strong></p>
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 <img src="examples/line-segments-example.jpg" width="380" alt="Combined Image" />
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 <p style="text-align: center;"> Your output should look something like this (above) after detecting line segments using the helper functions below </p> 
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 <img src="examples/laneLines_thirdPass.jpg" width="380" alt="Combined Image" />
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 <p style="text-align: center;"> Your goal is to connect/average/extrapolate line segments to get output like this</p> 
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<p><strong>Run the cell below to import some packages.  If you get an <code>import error</code> for a package you've already installed, try changing your kernel (select the Kernel menu above --&gt; Change Kernel).  Still have problems?  Try relaunching Jupyter Notebook from the terminal prompt.  Also, consult the forums for more troubleshooting tips.</strong></p>

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<h2 id="Import-Packages">Import Packages<a class="anchor-link" href="#Import-Packages">&#182;</a></h2>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#importing some useful packages</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">matplotlib.image</span> <span class="k">as</span> <span class="nn">mpimg</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">cv2</span>
<span class="o">%</span><span class="k">matplotlib</span> inline
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<h2 id="Read-in-an-Image">Read in an Image<a class="anchor-link" href="#Read-in-an-Image">&#182;</a></h2>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1">#reading in an image</span>
<span class="n">image</span> <span class="o">=</span> <span class="n">mpimg</span><span class="o">.</span><span class="n">imread</span><span class="p">(</span><span class="s1">&#39;test_images/solidWhiteRight.jpg&#39;</span><span class="p">)</span>

<span class="c1">#printing out some stats and plotting</span>
<span class="nb">print</span><span class="p">(</span><span class="s1">&#39;This image is:&#39;</span><span class="p">,</span> <span class="nb">type</span><span class="p">(</span><span class="n">image</span><span class="p">),</span> <span class="s1">&#39;with dimensions:&#39;</span><span class="p">,</span> <span class="n">image</span><span class="o">.</span><span class="n">shape</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">image</span><span class="p">)</span>  <span class="c1"># if you wanted to show a single color channel image called &#39;gray&#39;, for example, call as plt.imshow(gray, cmap=&#39;gray&#39;)</span>
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<pre>This image is: &lt;class &#39;numpy.ndarray&#39;&gt; with dimensions: (540, 960, 3)
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<pre>&lt;matplotlib.image.AxesImage at 0x107d02450&gt;</pre>
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<h2 id="Ideas-for-Lane-Detection-Pipeline">Ideas for Lane Detection Pipeline<a class="anchor-link" href="#Ideas-for-Lane-Detection-Pipeline">&#182;</a></h2>
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<p><strong>Some OpenCV functions (beyond those introduced in the lesson) that might be useful for this project are:</strong></p>
<p><code>cv2.inRange()</code> for color selection<br>
<code>cv2.fillPoly()</code> for regions selection<br>
<code>cv2.line()</code> to draw lines on an image given endpoints<br>
<code>cv2.addWeighted()</code> to coadd / overlay two images<br>
<code>cv2.cvtColor()</code> to grayscale or change color<br>
<code>cv2.imwrite()</code> to output images to file<br>
<code>cv2.bitwise_and()</code> to apply a mask to an image</p>
<p><strong>Check out the OpenCV documentation to learn about these and discover even more awesome functionality!</strong></p>

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<h2 id="Helper-Functions">Helper Functions<a class="anchor-link" href="#Helper-Functions">&#182;</a></h2>
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<p>Below are some helper functions to help get you started. They should look familiar from the lesson!</p>

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<div class="prompt input_prompt">In&nbsp;[3]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">math</span>

<span class="k">def</span> <span class="nf">grayscale</span><span class="p">(</span><span class="n">img</span><span class="p">):</span>
    <span class="sd">&quot;&quot;&quot;Applies the Grayscale transform</span>
<span class="sd">    This will return an image with only one color channel</span>
<span class="sd">    but NOTE: to see the returned image as grayscale</span>
<span class="sd">    (assuming your grayscaled image is called &#39;gray&#39;)</span>
<span class="sd">    you should call plt.imshow(gray, cmap=&#39;gray&#39;)&quot;&quot;&quot;</span>
    <span class="k">return</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_RGB2GRAY</span><span class="p">)</span>
    <span class="c1"># Or use BGR2GRAY if you read an image with cv2.imread()</span>
    <span class="c1"># return cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)</span>
    
<span class="k">def</span> <span class="nf">canny</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="n">low_threshold</span><span class="p">,</span> <span class="n">high_threshold</span><span class="p">):</span>
    <span class="sd">&quot;&quot;&quot;Applies the Canny transform&quot;&quot;&quot;</span>
    <span class="k">return</span> <span class="n">cv2</span><span class="o">.</span><span class="n">Canny</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="n">low_threshold</span><span class="p">,</span> <span class="n">high_threshold</span><span class="p">)</span>

<span class="k">def</span> <span class="nf">gaussian_blur</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="n">kernel_size</span><span class="p">):</span>
    <span class="sd">&quot;&quot;&quot;Applies a Gaussian Noise kernel&quot;&quot;&quot;</span>
    <span class="k">return</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="p">(</span><span class="n">kernel_size</span><span class="p">,</span> <span class="n">kernel_size</span><span class="p">),</span> <span class="mi">0</span><span class="p">)</span>

<span class="k">def</span> <span class="nf">region_of_interest</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="n">vertices</span><span class="p">):</span>
    <span class="sd">&quot;&quot;&quot;</span>
<span class="sd">    Applies an image mask.</span>
<span class="sd">    </span>
<span class="sd">    Only keeps the region of the image defined by the polygon</span>
<span class="sd">    formed from `vertices`. The rest of the image is set to black.</span>
<span class="sd">    `vertices` should be a numpy array of integer points.</span>
<span class="sd">    &quot;&quot;&quot;</span>
    <span class="c1">#defining a blank mask to start with</span>
    <span class="n">mask</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">img</span><span class="p">)</span>   
    
    <span class="c1">#defining a 3 channel or 1 channel color to fill the mask with depending on the input image</span>
    <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">img</span><span class="o">.</span><span class="n">shape</span><span class="p">)</span> <span class="o">&gt;</span> <span class="mi">2</span><span class="p">:</span>
        <span class="n">channel_count</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">2</span><span class="p">]</span>  <span class="c1"># i.e. 3 or 4 depending on your image</span>
        <span class="n">ignore_mask_color</span> <span class="o">=</span> <span class="p">(</span><span class="mi">255</span><span class="p">,)</span> <span class="o">*</span> <span class="n">channel_count</span>
    <span class="k">else</span><span class="p">:</span>
        <span class="n">ignore_mask_color</span> <span class="o">=</span> <span class="mi">255</span>
        
    <span class="c1">#filling pixels inside the polygon defined by &quot;vertices&quot; with the fill color    </span>
    <span class="n">cv2</span><span class="o">.</span><span class="n">fillPoly</span><span class="p">(</span><span class="n">mask</span><span class="p">,</span> <span class="n">vertices</span><span class="p">,</span> <span class="n">ignore_mask_color</span><span class="p">)</span>
    
    <span class="c1">#returning the image only where mask pixels are nonzero</span>
    <span class="n">masked_image</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">bitwise_and</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="n">mask</span><span class="p">)</span>
    <span class="k">return</span> <span class="n">masked_image</span>


<span class="k">def</span> <span class="nf">draw_lines</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="n">lines</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="p">[</span><span class="mi">255</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">],</span> <span class="n">thickness</span><span class="o">=</span><span class="mi">2</span><span class="p">):</span>
    <span class="sd">&quot;&quot;&quot;</span>
<span class="sd">    NOTE: this is the function you might want to use as a starting point once you want to </span>
<span class="sd">    average/extrapolate the line segments you detect to map out the full</span>
<span class="sd">    extent of the lane (going from the result shown in raw-lines-example.mp4</span>
<span class="sd">    to that shown in P1_example.mp4).  </span>
<span class="sd">    </span>
<span class="sd">    Think about things like separating line segments by their </span>
<span class="sd">    slope ((y2-y1)/(x2-x1)) to decide which segments are part of the left</span>
<span class="sd">    line vs. the right line.  Then, you can average the position of each of </span>
<span class="sd">    the lines and extrapolate to the top and bottom of the lane.</span>
<span class="sd">    </span>
<span class="sd">    This function draws `lines` with `color` and `thickness`.    </span>
<span class="sd">    Lines are drawn on the image inplace (mutates the image).</span>
<span class="sd">    If you want to make the lines semi-transparent, think about combining</span>
<span class="sd">    this function with the weighted_img() function below</span>
<span class="sd">    &quot;&quot;&quot;</span>
    <span class="n">left_x1</span> <span class="o">=</span> <span class="p">[]</span>
    <span class="n">left_x2</span> <span class="o">=</span> <span class="p">[]</span>
    <span class="n">right_x1</span> <span class="o">=</span> <span class="p">[]</span>
    <span class="n">right_x2</span> <span class="o">=</span> <span class="p">[]</span>
    
    <span class="n">left_y1</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="n">left_y2</span> <span class="o">=</span> <span class="mi">320</span>
    <span class="n">right_y1</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="n">right_y2</span> <span class="o">=</span> <span class="mi">320</span>
    
    <span class="c1"># separating line segments by their slope to decide which segments are part of the left line vs. the right line</span>
    <span class="k">for</span> <span class="n">line</span> <span class="ow">in</span> <span class="n">lines</span><span class="p">:</span>
        <span class="k">for</span> <span class="n">x1</span><span class="p">,</span><span class="n">y1</span><span class="p">,</span><span class="n">x2</span><span class="p">,</span><span class="n">y2</span> <span class="ow">in</span> <span class="n">line</span><span class="p">:</span>
            <span class="n">m</span> <span class="o">=</span> <span class="p">(</span><span class="n">y2</span><span class="o">-</span><span class="n">y1</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="n">x2</span><span class="o">-</span><span class="n">x1</span><span class="p">)</span>
            <span class="n">b</span> <span class="o">=</span> <span class="n">y1</span><span class="o">-</span><span class="n">x1</span><span class="o">*</span><span class="n">m</span>
            <span class="k">if</span> <span class="n">m</span> <span class="o">&gt;</span> <span class="mf">0.4</span> <span class="ow">and</span> <span class="n">m</span> <span class="o">&lt;</span> <span class="mf">0.8</span><span class="p">:</span>
                <span class="n">left_x1</span><span class="o">.</span><span class="n">append</span><span class="p">((</span><span class="n">left_y1</span><span class="o">-</span><span class="n">b</span><span class="p">)</span><span class="o">/</span><span class="n">m</span><span class="p">)</span>
                <span class="n">left_x2</span><span class="o">.</span><span class="n">append</span><span class="p">((</span><span class="n">left_y2</span><span class="o">-</span><span class="n">b</span><span class="p">)</span><span class="o">/</span><span class="n">m</span><span class="p">)</span>                        
            <span class="k">elif</span> <span class="n">m</span> <span class="o">&lt;</span> <span class="o">-</span><span class="mf">0.4</span> <span class="ow">and</span> <span class="n">m</span> <span class="o">&gt;</span> <span class="o">-</span><span class="mf">0.8</span><span class="p">:</span>
                <span class="n">right_x1</span><span class="o">.</span><span class="n">append</span><span class="p">((</span><span class="n">right_y1</span><span class="o">-</span><span class="n">b</span><span class="p">)</span><span class="o">/</span><span class="n">m</span><span class="p">)</span>
                <span class="n">right_x2</span><span class="o">.</span><span class="n">append</span><span class="p">((</span><span class="n">right_y2</span><span class="o">-</span><span class="n">b</span><span class="p">)</span><span class="o">/</span><span class="n">m</span><span class="p">)</span>
    
    <span class="c1"># average the line segments</span>
    <span class="n">left_x1_average</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">left_x1</span><span class="p">)</span>
    <span class="n">left_x2_average</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">left_x2</span><span class="p">)</span>
    <span class="n">right_x1_average</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">right_x1</span><span class="p">)</span>
    <span class="n">right_x2_average</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">right_x2</span><span class="p">)</span>
    
    <span class="n">cv2</span><span class="o">.</span><span class="n">line</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="p">(</span><span class="nb">int</span><span class="p">(</span><span class="n">left_x1_average</span><span class="p">),</span> <span class="nb">int</span><span class="p">(</span><span class="n">left_y1</span><span class="p">)),</span> <span class="p">(</span><span class="nb">int</span><span class="p">(</span><span class="n">left_x2_average</span><span class="p">),</span> <span class="nb">int</span><span class="p">(</span><span class="n">left_y2</span><span class="p">)),</span> <span class="n">color</span><span class="p">,</span> <span class="n">thickness</span><span class="p">)</span>
    <span class="n">cv2</span><span class="o">.</span><span class="n">line</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="p">(</span><span class="nb">int</span><span class="p">(</span><span class="n">right_x1_average</span><span class="p">),</span> <span class="nb">int</span><span class="p">(</span><span class="n">right_y1</span><span class="p">)),</span> <span class="p">(</span><span class="nb">int</span><span class="p">(</span><span class="n">right_x2_average</span><span class="p">),</span> <span class="nb">int</span><span class="p">(</span><span class="n">right_y2</span><span class="p">)),</span> <span class="n">color</span><span class="p">,</span> <span class="n">thickness</span><span class="p">)</span>

<span class="k">def</span> <span class="nf">hough_lines</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="n">rho</span><span class="p">,</span> <span class="n">theta</span><span class="p">,</span> <span class="n">threshold</span><span class="p">,</span> <span class="n">min_line_len</span><span class="p">,</span> <span class="n">max_line_gap</span><span class="p">):</span>
    <span class="sd">&quot;&quot;&quot;</span>
<span class="sd">    `img` should be the output of a Canny transform.</span>
<span class="sd">        </span>
<span class="sd">    Returns an image with hough lines drawn.</span>
<span class="sd">    &quot;&quot;&quot;</span>
    <span class="n">lines</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">HoughLinesP</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="n">rho</span><span class="p">,</span> <span class="n">theta</span><span class="p">,</span> <span class="n">threshold</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([]),</span> <span class="n">minLineLength</span><span class="o">=</span><span class="n">min_line_len</span><span class="p">,</span> <span class="n">maxLineGap</span><span class="o">=</span><span class="n">max_line_gap</span><span class="p">)</span>
    <span class="n">line_img</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">((</span><span class="n">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="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="mi">3</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">uint8</span><span class="p">)</span>
    <span class="n">draw_lines</span><span class="p">(</span><span class="n">line_img</span><span class="p">,</span> <span class="n">lines</span><span class="p">)</span>
    <span class="k">return</span> <span class="n">line_img</span>

<span class="c1"># Python 3 has support for cool math symbols.</span>

<span class="k">def</span> <span class="nf">weighted_img</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="n">initial_img</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.8</span><span class="p">,</span> <span class="n">beta</span><span class="o">=</span><span class="mf">1.</span><span class="p">,</span> <span class="n">gamma</span><span class="o">=</span><span class="mf">0.</span><span class="p">):</span>
    <span class="sd">&quot;&quot;&quot;</span>
<span class="sd">    `img` is the output of the hough_lines(), An image with lines drawn on it.</span>
<span class="sd">    Should be a blank image (all black) with lines drawn on it.</span>
<span class="sd">    </span>
<span class="sd">    `initial_img` should be the image before any processing.</span>
<span class="sd">    </span>
<span class="sd">    The result image is computed as follows:</span>
<span class="sd">    </span>
<span class="sd">    initial_img * α + img * β + γ</span>
<span class="sd">    NOTE: initial_img and img must be the same shape!</span>
<span class="sd">    &quot;&quot;&quot;</span>
    <span class="k">return</span> <span class="n">cv2</span><span class="o">.</span><span class="n">addWeighted</span><span class="p">(</span><span class="n">initial_img</span><span class="p">,</span> <span class="n">alpha</span><span class="p">,</span> <span class="n">img</span><span class="p">,</span> <span class="n">beta</span><span class="p">,</span> <span class="n">gamma</span><span class="p">)</span>
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<h2 id="Test-Images">Test Images<a class="anchor-link" href="#Test-Images">&#182;</a></h2><p>Build your pipeline to work on the images in the directory "test_images"<br>
<strong>You should make sure your pipeline works well on these images before you try the videos.</strong></p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">os</span>
<span class="n">os</span><span class="o">.</span><span class="n">listdir</span><span class="p">(</span><span class="s2">&quot;test_images/&quot;</span><span class="p">)</span>
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<pre>[&#39;solidYellowCurve.jpg&#39;,
 &#39;solidYellowLeft.jpg&#39;,
 &#39;solidYellowCurve2.jpg&#39;,
 &#39;solidWhiteRight.jpg&#39;,
 &#39;whiteCarLaneSwitch.jpg&#39;,
 &#39;solidWhiteCurve.jpg&#39;]</pre>
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<h2 id="Build-a-Lane-Finding-Pipeline">Build a Lane Finding Pipeline<a class="anchor-link" href="#Build-a-Lane-Finding-Pipeline">&#182;</a></h2>
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<p>Build the pipeline and run your solution on all test_images. Make copies into the <code>test_images_output</code> directory, and you can use the images in your writeup report.</p>
<p>Try tuning the various parameters, especially the low and high Canny thresholds as well as the Hough lines parameters.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># TODO: Build your pipeline that will draw lane lines on the test_images</span>
<span class="c1"># then save them to the test_images_output directory.</span>
<span class="n">image</span> <span class="o">=</span> <span class="n">mpimg</span><span class="o">.</span><span class="n">imread</span><span class="p">(</span><span class="s2">&quot;test_images/&quot;</span><span class="o">+</span><span class="n">os</span><span class="o">.</span><span class="n">listdir</span><span class="p">(</span><span class="s2">&quot;test_images/&quot;</span><span class="p">)[</span><span class="mi">2</span><span class="p">])</span>
<span class="n">gray</span> <span class="o">=</span> <span class="n">grayscale</span><span class="p">(</span><span class="n">image</span><span class="p">)</span>
<span class="n">kernel_size</span> <span class="o">=</span> <span class="mi">5</span>
<span class="n">blur_gray</span> <span class="o">=</span> <span class="n">gaussian_blur</span><span class="p">(</span><span class="n">gray</span><span class="p">,</span> <span class="n">kernel_size</span><span class="p">)</span>
<span class="n">low_threshold</span> <span class="o">=</span> <span class="mi">50</span>
<span class="n">high_threshold</span> <span class="o">=</span> <span class="mi">150</span>
<span class="n">edges</span> <span class="o">=</span> <span class="n">canny</span><span class="p">(</span><span class="n">blur_gray</span><span class="p">,</span> <span class="n">low_threshold</span><span class="p">,</span> <span class="n">high_threshold</span><span class="p">)</span>
<span class="n">imshape</span> <span class="o">=</span> <span class="n">image</span><span class="o">.</span><span class="n">shape</span>
<span class="n">vertices</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([[(</span><span class="mi">0</span><span class="p">,</span><span class="n">imshape</span><span class="p">[</span><span class="mi">0</span><span class="p">]),(</span><span class="mi">450</span><span class="p">,</span> <span class="mi">320</span><span class="p">),</span> <span class="p">(</span><span class="mi">490</span><span class="p">,</span> <span class="mi">320</span><span class="p">),</span> <span class="p">(</span><span class="n">imshape</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span><span class="n">imshape</span><span class="p">[</span><span class="mi">0</span><span class="p">])]],</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">int32</span><span class="p">)</span>
<span class="n">masked_edges</span> <span class="o">=</span> <span class="n">region_of_interest</span><span class="p">(</span><span class="n">edges</span><span class="p">,</span> <span class="n">vertices</span><span class="p">)</span>
<span class="n">rho</span> <span class="o">=</span> <span class="mi">2</span>
<span class="n">theta</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">pi</span><span class="o">/</span><span class="mi">180</span>
<span class="n">threshold</span> <span class="o">=</span> <span class="mi">15</span>
<span class="n">min_line_len</span> <span class="o">=</span> <span class="mi">40</span>
<span class="n">max_line_gap</span> <span class="o">=</span> <span class="mi">20</span>
<span class="n">lines</span> <span class="o">=</span> <span class="n">hough_lines</span><span class="p">(</span><span class="n">masked_edges</span><span class="p">,</span> <span class="n">rho</span><span class="p">,</span> <span class="n">theta</span><span class="p">,</span> <span class="n">threshold</span><span class="p">,</span> <span class="n">min_line_len</span><span class="p">,</span> <span class="n">max_line_gap</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">weighted_img</span><span class="p">(</span><span class="n">lines</span><span class="p">,</span> <span class="n">image</span><span class="p">))</span>
</pre></div>

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<pre>&lt;matplotlib.image.AxesImage at 0x1223e8c10&gt;</pre>
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<img 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<h2 id="Test-on-Videos">Test on Videos<a class="anchor-link" href="#Test-on-Videos">&#182;</a></h2><p>You know what's cooler than drawing lanes over images? Drawing lanes over video!</p>
<p>We can test our solution on two provided videos:</p>
<p><code>solidWhiteRight.mp4</code></p>
<p><code>solidYellowLeft.mp4</code></p>
<p><strong>Note: if you get an import error when you run the next cell, try changing your kernel (select the Kernel menu above --&gt; Change Kernel). Still have problems? Try relaunching Jupyter Notebook from the terminal prompt. Also, consult the forums for more troubleshooting tips.</strong></p>
<p><strong>If you get an error that looks like this:</strong></p>

<pre><code>NeedDownloadError: Need ffmpeg exe. 
You can download it by calling: 
imageio.plugins.ffmpeg.download()</code></pre>
<p><strong>Follow the instructions in the error message and check out <a href="https://discussions.udacity.com/t/project-error-of-test-on-videos/274082">this forum post</a> for more troubleshooting tips across operating systems.</strong></p>

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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="c1"># Import everything needed to edit/save/watch video clips</span>
<span class="kn">from</span> <span class="nn">moviepy.editor</span> <span class="k">import</span> <span class="n">VideoFileClip</span>
<span class="kn">from</span> <span class="nn">IPython.display</span> <span class="k">import</span> <span class="n">HTML</span>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">process_image</span><span class="p">(</span><span class="n">image</span><span class="p">):</span>
    <span class="c1"># NOTE: The output you return should be a color image (3 channel) for processing video below</span>
    <span class="c1"># TODO: put your pipeline here,</span>
    <span class="c1"># you should return the final output (image where lines are drawn on lanes)</span>
    <span class="n">gray</span> <span class="o">=</span> <span class="n">grayscale</span><span class="p">(</span><span class="n">image</span><span class="p">)</span>
    <span class="n">kernel_size</span> <span class="o">=</span> <span class="mi">5</span>
    <span class="n">blur_gray</span> <span class="o">=</span> <span class="n">gaussian_blur</span><span class="p">(</span><span class="n">gray</span><span class="p">,</span> <span class="n">kernel_size</span><span class="p">)</span>
    <span class="n">low_threshold</span> <span class="o">=</span> <span class="mi">50</span>
    <span class="n">high_threshold</span> <span class="o">=</span> <span class="mi">150</span>
    <span class="n">edges</span> <span class="o">=</span> <span class="n">canny</span><span class="p">(</span><span class="n">blur_gray</span><span class="p">,</span> <span class="n">low_threshold</span><span class="p">,</span> <span class="n">high_threshold</span><span class="p">)</span>
    <span class="n">imshape</span> <span class="o">=</span> <span class="n">image</span><span class="o">.</span><span class="n">shape</span>
    <span class="n">vertices</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([[(</span><span class="mi">0</span><span class="p">,</span><span class="n">imshape</span><span class="p">[</span><span class="mi">0</span><span class="p">]),(</span><span class="mi">450</span><span class="p">,</span> <span class="mi">290</span><span class="p">),</span> <span class="p">(</span><span class="mi">490</span><span class="p">,</span> <span class="mi">290</span><span class="p">),</span> <span class="p">(</span><span class="n">imshape</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span><span class="n">imshape</span><span class="p">[</span><span class="mi">0</span><span class="p">])]],</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">int32</span><span class="p">)</span>
    <span class="n">masked_edges</span> <span class="o">=</span> <span class="n">region_of_interest</span><span class="p">(</span><span class="n">edges</span><span class="p">,</span> <span class="n">vertices</span><span class="p">)</span>
    <span class="n">rho</span> <span class="o">=</span> <span class="mi">2</span>
    <span class="n">theta</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">pi</span><span class="o">/</span><span class="mi">180</span>
    <span class="n">threshold</span> <span class="o">=</span> <span class="mi">15</span>
    <span class="n">min_line_len</span> <span class="o">=</span> <span class="mi">40</span>
    <span class="n">max_line_gap</span> <span class="o">=</span> <span class="mi">20</span>
    <span class="n">lines</span> <span class="o">=</span> <span class="n">hough_lines</span><span class="p">(</span><span class="n">masked_edges</span><span class="p">,</span> <span class="n">rho</span><span class="p">,</span> <span class="n">theta</span><span class="p">,</span> <span class="n">threshold</span><span class="p">,</span> <span class="n">min_line_len</span><span class="p">,</span> <span class="n">max_line_gap</span><span class="p">)</span>
    <span class="n">result</span> <span class="o">=</span> <span class="n">weighted_img</span><span class="p">(</span><span class="n">lines</span><span class="p">,</span> <span class="n">image</span><span class="p">)</span>
    <span class="k">return</span> <span class="n">result</span>
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<p>Let's try the one with the solid white lane on the right first ...</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">white_output</span> <span class="o">=</span> <span class="s1">&#39;test_videos_output/solidWhiteRight.mp4&#39;</span>
<span class="c1">## To speed up the testing process you may want to try your pipeline on a shorter subclip of the video</span>
<span class="c1">## To do so add .subclip(start_second,end_second) to the end of the line below</span>
<span class="c1">## Where start_second and end_second are integer values representing the start and end of the subclip</span>
<span class="c1">## You may also uncomment the following line for a subclip of the first 5 seconds</span>
<span class="c1">##clip1 = VideoFileClip(&quot;test_videos/solidWhiteRight.mp4&quot;).subclip(0,5)</span>
<span class="n">clip1</span> <span class="o">=</span> <span class="n">VideoFileClip</span><span class="p">(</span><span class="s2">&quot;test_videos/solidWhiteRight.mp4&quot;</span><span class="p">)</span>
<span class="n">white_clip</span> <span class="o">=</span> <span class="n">clip1</span><span class="o">.</span><span class="n">fl_image</span><span class="p">(</span><span class="n">process_image</span><span class="p">)</span> <span class="c1">#NOTE: this function expects color images!!</span>
<span class="o">%</span><span class="k">time</span> white_clip.write_videofile(white_output, audio=False)
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<pre>t:   4%|▍         | 9/221 [00:00&lt;00:02, 82.88it/s, now=None]</pre>
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<pre>Moviepy - Building video test_videos_output/solidWhiteRight.mp4.
Moviepy - Writing video test_videos_output/solidWhiteRight.mp4

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<pre>Moviepy - Done !
Moviepy - video ready test_videos_output/solidWhiteRight.mp4
CPU times: user 2.19 s, sys: 343 ms, total: 2.54 s
Wall time: 5.86 s
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<p>Play the video inline, or if you prefer find the video in your filesystem (should be in the same directory) and play it in your video player of choice.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">HTML</span><span class="p">(</span><span class="s2">&quot;&quot;&quot;</span>
<span class="s2">&lt;video width=&quot;960&quot; height=&quot;540&quot; controls&gt;</span>
<span class="s2">  &lt;source src=&quot;</span><span class="si">{0}</span><span class="s2">&quot;&gt;</span>
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<span class="s2">&quot;&quot;&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">white_output</span><span class="p">))</span>
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<video width="960" height="540" controls>
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<h2 id="Improve-the-draw_lines()-function">Improve the draw_lines() function<a class="anchor-link" href="#Improve-the-draw_lines()-function">&#182;</a></h2><p><strong>At this point, if you were successful with making the pipeline and tuning parameters, you probably have the Hough line segments drawn onto the road, but what about identifying the full extent of the lane and marking it clearly as in the example video (P1_example.mp4)?  Think about defining a line to run the full length of the visible lane based on the line segments you identified with the Hough Transform. As mentioned previously, try to average and/or extrapolate the line segments you've detected to map out the full extent of the lane lines. You can see an example of the result you're going for in the video "P1_example.mp4".</strong></p>
<p><strong>Go back and modify your draw_lines function accordingly and try re-running your pipeline. The new output should draw a single, solid line over the left lane line and a single, solid line over the right lane line. The lines should start from the bottom of the image and extend out to the top of the region of interest.</strong></p>

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<p>Now for the one with the solid yellow lane on the left. This one's more tricky!</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">yellow_output</span> <span class="o">=</span> <span class="s1">&#39;test_videos_output/solidYellowLeft.mp4&#39;</span>
<span class="c1">## To speed up the testing process you may want to try your pipeline on a shorter subclip of the video</span>
<span class="c1">## To do so add .subclip(start_second,end_second) to the end of the line below</span>
<span class="c1">## Where start_second and end_second are integer values representing the start and end of the subclip</span>
<span class="c1">## You may also uncomment the following line for a subclip of the first 5 seconds</span>
<span class="c1">##clip2 = VideoFileClip(&#39;test_videos/solidYellowLeft.mp4&#39;).subclip(0,5)</span>
<span class="n">clip2</span> <span class="o">=</span> <span class="n">VideoFileClip</span><span class="p">(</span><span class="s1">&#39;test_videos/solidYellowLeft.mp4&#39;</span><span class="p">)</span>
<span class="n">yellow_clip</span> <span class="o">=</span> <span class="n">clip2</span><span class="o">.</span><span class="n">fl_image</span><span class="p">(</span><span class="n">process_image</span><span class="p">)</span>
<span class="o">%</span><span class="k">time</span> yellow_clip.write_videofile(yellow_output, audio=False)
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<pre>t:   1%|▏         | 10/681 [00:00&lt;00:06, 97.18it/s, now=None]</pre>
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<pre>Moviepy - Building video test_videos_output/solidYellowLeft.mp4.
Moviepy - Writing video test_videos_output/solidYellowLeft.mp4

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<pre>Moviepy - Done !
Moviepy - video ready test_videos_output/solidYellowLeft.mp4
CPU times: user 6.89 s, sys: 986 ms, total: 7.88 s
Wall time: 17.1 s
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">HTML</span><span class="p">(</span><span class="s2">&quot;&quot;&quot;</span>
<span class="s2">&lt;video width=&quot;960&quot; height=&quot;540&quot; controls&gt;</span>
<span class="s2">  &lt;source src=&quot;</span><span class="si">{0}</span><span class="s2">&quot;&gt;</span>
<span class="s2">&lt;/video&gt;</span>
<span class="s2">&quot;&quot;&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">yellow_output</span><span class="p">))</span>
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<h2 id="Writeup-and-Submission">Writeup and Submission<a class="anchor-link" href="#Writeup-and-Submission">&#182;</a></h2><p>If you're satisfied with your video outputs, it's time to make the report writeup in a pdf or markdown file. Once you have this Ipython notebook ready along with the writeup, it's time to submit for review! Here is a <a href="https://github.com/udacity/CarND-LaneLines-P1/blob/master/writeup_template.md">link</a> to the writeup template file.</p>

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<h2 id="Optional-Challenge">Optional Challenge<a class="anchor-link" href="#Optional-Challenge">&#182;</a></h2><p>Try your lane finding pipeline on the video below.  Does it still work?  Can you figure out a way to make it more robust?  If you're up for the challenge, modify your pipeline so it works with this video and submit it along with the rest of your project!</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">challenge_output</span> <span class="o">=</span> <span class="s1">&#39;test_videos_output/challenge.mp4&#39;</span>
<span class="c1">## To speed up the testing process you may want to try your pipeline on a shorter subclip of the video</span>
<span class="c1">## To do so add .subclip(start_second,end_second) to the end of the line below</span>
<span class="c1">## Where start_second and end_second are integer values representing the start and end of the subclip</span>
<span class="c1">## You may also uncomment the following line for a subclip of the first 5 seconds</span>
<span class="c1">##clip3 = VideoFileClip(&#39;test_videos/challenge.mp4&#39;).subclip(0,5)</span>
<span class="n">clip3</span> <span class="o">=</span> <span class="n">VideoFileClip</span><span class="p">(</span><span class="s1">&#39;test_videos/challenge.mp4&#39;</span><span class="p">)</span>
<span class="n">challenge_clip</span> <span class="o">=</span> <span class="n">clip3</span><span class="o">.</span><span class="n">fl_image</span><span class="p">(</span><span class="n">process_image</span><span class="p">)</span>
<span class="o">%</span><span class="k">time</span> challenge_clip.write_videofile(challenge_output, audio=False)
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<pre>t:   2%|▏         | 6/251 [00:00&lt;00:04, 51.16it/s, now=None]</pre>
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<pre>Moviepy - Building video test_videos_output/challenge.mp4.
Moviepy - Writing video test_videos_output/challenge.mp4

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<pre>Moviepy - Done !
Moviepy - video ready test_videos_output/challenge.mp4
CPU times: user 5.57 s, sys: 831 ms, total: 6.4 s
Wall time: 14.1 s
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<span class="s2">&lt;video width=&quot;960&quot; height=&quot;540&quot; controls&gt;</span>
<span class="s2">  &lt;source src=&quot;</span><span class="si">{0}</span><span class="s2">&quot;&gt;</span>
<span class="s2">&lt;/video&gt;</span>
<span class="s2">&quot;&quot;&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">challenge_output</span><span class="p">))</span>
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