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
*
*/
/*!
 * Bootstrap v3.3.7 (http://getbootstrap.com)
 * Copyright 2011-2016 Twitter, Inc.
 * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
 */
/*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */
html {
  font-family: sans-serif;
  -ms-text-size-adjust: 100%;
  -webkit-text-size-adjust: 100%;
}
body {
  margin: 0;
}
article,
aside,
details,
figcaption,
figure,
footer,
header,
hgroup,
main,
menu,
nav,
section,
summary {
  display: block;
}
audio,
canvas,
progress,
video {
  display: inline-block;
  vertical-align: baseline;
}
audio:not([controls]) {
  display: none;
  height: 0;
}
[hidden],
template {
  display: none;
}
a {
  background-color: transparent;
}
a:active,
a:hover {
  outline: 0;
}
abbr[title] {
  border-bottom: 1px dotted;
}
b,
strong {
  font-weight: bold;
}
dfn {
  font-style: italic;
}
h1 {
  font-size: 2em;
  margin: 0.67em 0;
}
mark {
  background: #ff0;
  color: #000;
}
small {
  font-size: 80%;
}
sub,
sup {
  font-size: 75%;
  line-height: 0;
  position: relative;
  vertical-align: baseline;
}
sup {
  top: -0.5em;
}
sub {
  bottom: -0.25em;
}
img {
  border: 0;
}
svg:not(:root) {
  overflow: hidden;
}
figure {
  margin: 1em 40px;
}
hr {
  box-sizing: content-box;
  height: 0;
}
pre {
  overflow: auto;
}
code,
kbd,
pre,
samp {
  font-family: monospace, monospace;
  font-size: 1em;
}
button,
input,
optgroup,
select,
textarea {
  color: inherit;
  font: inherit;
  margin: 0;
}
button {
  overflow: visible;
}
button,
select {
  text-transform: none;
}
button,
html input[type="button"],
input[type="reset"],
input[type="submit"] {
  -webkit-appearance: button;
  cursor: pointer;
}
button[disabled],
html input[disabled] {
  cursor: default;
}
button::-moz-focus-inner,
input::-moz-focus-inner {
  border: 0;
  padding: 0;
}
input {
  line-height: normal;
}
input[type="checkbox"],
input[type="radio"] {
  box-sizing: border-box;
  padding: 0;
}
input[type="number"]::-webkit-inner-spin-button,
input[type="number"]::-webkit-outer-spin-button {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: textfield;
  box-sizing: content-box;
}
input[type="search"]::-webkit-search-cancel-button,
input[type="search"]::-webkit-search-decoration {
  -webkit-appearance: none;
}
fieldset {
  border: 1px solid #c0c0c0;
  margin: 0 2px;
  padding: 0.35em 0.625em 0.75em;
}
legend {
  border: 0;
  padding: 0;
}
textarea {
  overflow: auto;
}
optgroup {
  font-weight: bold;
}
table {
  border-collapse: collapse;
  border-spacing: 0;
}
td,
th {
  padding: 0;
}
/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */
@media print {
  *,
  *:before,
  *:after {
    background: transparent !important;
    color: #000 !important;
    box-shadow: none !important;
    text-shadow: none !important;
  }
  a,
  a:visited {
    text-decoration: underline;
  }
  a[href]:after {
    content: " (" attr(href) ")";
  }
  abbr[title]:after {
    content: " (" attr(title) ")";
  }
  a[href^="#"]:after,
  a[href^="javascript:"]:after {
    content: "";
  }
  pre,
  blockquote {
    border: 1px solid #999;
    page-break-inside: avoid;
  }
  thead {
    display: table-header-group;
  }
  tr,
  img {
    page-break-inside: avoid;
  }
  img {
    max-width: 100% !important;
  }
  p,
  h2,
  h3 {
    orphans: 3;
    widows: 3;
  }
  h2,
  h3 {
    page-break-after: avoid;
  }
  .navbar {
    display: none;
  }
  .btn > .caret,
  .dropup > .btn > .caret {
    border-top-color: #000 !important;
  }
  .label {
    border: 1px solid #000;
  }
  .table {
    border-collapse: collapse !important;
  }
  .table td,
  .table th {
    background-color: #fff !important;
  }
  .table-bordered th,
  .table-bordered td {
    border: 1px solid #ddd !important;
  }
}
@font-face {
  font-family: 'Glyphicons Halflings';
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot');
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot?#iefix') format('embedded-opentype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff2') format('woff2'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff') format('woff'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.ttf') format('truetype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.svg#glyphicons_halflingsregular') format('svg');
}
.glyphicon {
  position: relative;
  top: 1px;
  display: inline-block;
  font-family: 'Glyphicons Halflings';
  font-style: normal;
  font-weight: normal;
  line-height: 1;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
.glyphicon-asterisk:before {
  content: "\002a";
}
.glyphicon-plus:before {
  content: "\002b";
}
.glyphicon-euro:before,
.glyphicon-eur:before {
  content: "\20ac";
}
.glyphicon-minus:before {
  content: "\2212";
}
.glyphicon-cloud:before {
  content: "\2601";
}
.glyphicon-envelope:before {
  content: "\2709";
}
.glyphicon-pencil:before {
  content: "\270f";
}
.glyphicon-glass:before {
  content: "\e001";
}
.glyphicon-music:before {
  content: "\e002";
}
.glyphicon-search:before {
  content: "\e003";
}
.glyphicon-heart:before {
  content: "\e005";
}
.glyphicon-star:before {
  content: "\e006";
}
.glyphicon-star-empty:before {
  content: "\e007";
}
.glyphicon-user:before {
  content: "\e008";
}
.glyphicon-film:before {
  content: "\e009";
}
.glyphicon-th-large:before {
  content: "\e010";
}
.glyphicon-th:before {
  content: "\e011";
}
.glyphicon-th-list:before {
  content: "\e012";
}
.glyphicon-ok:before {
  content: "\e013";
}
.glyphicon-remove:before {
  content: "\e014";
}
.glyphicon-zoom-in:before {
  content: "\e015";
}
.glyphicon-zoom-out:before {
  content: "\e016";
}
.glyphicon-off:before {
  content: "\e017";
}
.glyphicon-signal:before {
  content: "\e018";
}
.glyphicon-cog:before {
  content: "\e019";
}
.glyphicon-trash:before {
  content: "\e020";
}
.glyphicon-home:before {
  content: "\e021";
}
.glyphicon-file:before {
  content: "\e022";
}
.glyphicon-time:before {
  content: "\e023";
}
.glyphicon-road:before {
  content: "\e024";
}
.glyphicon-download-alt:before {
  content: "\e025";
}
.glyphicon-download:before {
  content: "\e026";
}
.glyphicon-upload:before {
  content: "\e027";
}
.glyphicon-inbox:before {
  content: "\e028";
}
.glyphicon-play-circle:before {
  content: "\e029";
}
.glyphicon-repeat:before {
  content: "\e030";
}
.glyphicon-refresh:before {
  content: "\e031";
}
.glyphicon-list-alt:before {
  content: "\e032";
}
.glyphicon-lock:before {
  content: "\e033";
}
.glyphicon-flag:before {
  content: "\e034";
}
.glyphicon-headphones:before {
  content: "\e035";
}
.glyphicon-volume-off:before {
  content: "\e036";
}
.glyphicon-volume-down:before {
  content: "\e037";
}
.glyphicon-volume-up:before {
  content: "\e038";
}
.glyphicon-qrcode:before {
  content: "\e039";
}
.glyphicon-barcode:before {
  content: "\e040";
}
.glyphicon-tag:before {
  content: "\e041";
}
.glyphicon-tags:before {
  content: "\e042";
}
.glyphicon-book:before {
  content: "\e043";
}
.glyphicon-bookmark:before {
  content: "\e044";
}
.glyphicon-print:before {
  content: "\e045";
}
.glyphicon-camera:before {
  content: "\e046";
}
.glyphicon-font:before {
  content: "\e047";
}
.glyphicon-bold:before {
  content: "\e048";
}
.glyphicon-italic:before {
  content: "\e049";
}
.glyphicon-text-height:before {
  content: "\e050";
}
.glyphicon-text-width:before {
  content: "\e051";
}
.glyphicon-align-left:before {
  content: "\e052";
}
.glyphicon-align-center:before {
  content: "\e053";
}
.glyphicon-align-right:before {
  content: "\e054";
}
.glyphicon-align-justify:before {
  content: "\e055";
}
.glyphicon-list:before {
  content: "\e056";
}
.glyphicon-indent-left:before {
  content: "\e057";
}
.glyphicon-indent-right:before {
  content: "\e058";
}
.glyphicon-facetime-video:before {
  content: "\e059";
}
.glyphicon-picture:before {
  content: "\e060";
}
.glyphicon-map-marker:before {
  content: "\e062";
}
.glyphicon-adjust:before {
  content: "\e063";
}
.glyphicon-tint:before {
  content: "\e064";
}
.glyphicon-edit:before {
  content: "\e065";
}
.glyphicon-share:before {
  content: "\e066";
}
.glyphicon-check:before {
  content: "\e067";
}
.glyphicon-move:before {
  content: "\e068";
}
.glyphicon-step-backward:before {
  content: "\e069";
}
.glyphicon-fast-backward:before {
  content: "\e070";
}
.glyphicon-backward:before {
  content: "\e071";
}
.glyphicon-play:before {
  content: "\e072";
}
.glyphicon-pause:before {
  content: "\e073";
}
.glyphicon-stop:before {
  content: "\e074";
}
.glyphicon-forward:before {
  content: "\e075";
}
.glyphicon-fast-forward:before {
  content: "\e076";
}
.glyphicon-step-forward:before {
  content: "\e077";
}
.glyphicon-eject:before {
  content: "\e078";
}
.glyphicon-chevron-left:before {
  content: "\e079";
}
.glyphicon-chevron-right:before {
  content: "\e080";
}
.glyphicon-plus-sign:before {
  content: "\e081";
}
.glyphicon-minus-sign:before {
  content: "\e082";
}
.glyphicon-remove-sign:before {
  content: "\e083";
}
.glyphicon-ok-sign:before {
  content: "\e084";
}
.glyphicon-question-sign:before {
  content: "\e085";
}
.glyphicon-info-sign:before {
  content: "\e086";
}
.glyphicon-screenshot:before {
  content: "\e087";
}
.glyphicon-remove-circle:before {
  content: "\e088";
}
.glyphicon-ok-circle:before {
  content: "\e089";
}
.glyphicon-ban-circle:before {
  content: "\e090";
}
.glyphicon-arrow-left:before {
  content: "\e091";
}
.glyphicon-arrow-right:before {
  content: "\e092";
}
.glyphicon-arrow-up:before {
  content: "\e093";
}
.glyphicon-arrow-down:before {
  content: "\e094";
}
.glyphicon-share-alt:before {
  content: "\e095";
}
.glyphicon-resize-full:before {
  content: "\e096";
}
.glyphicon-resize-small:before {
  content: "\e097";
}
.glyphicon-exclamation-sign:before {
  content: "\e101";
}
.glyphicon-gift:before {
  content: "\e102";
}
.glyphicon-leaf:before {
  content: "\e103";
}
.glyphicon-fire:before {
  content: "\e104";
}
.glyphicon-eye-open:before {
  content: "\e105";
}
.glyphicon-eye-close:before {
  content: "\e106";
}
.glyphicon-warning-sign:before {
  content: "\e107";
}
.glyphicon-plane:before {
  content: "\e108";
}
.glyphicon-calendar:before {
  content: "\e109";
}
.glyphicon-random:before {
  content: "\e110";
}
.glyphicon-comment:before {
  content: "\e111";
}
.glyphicon-magnet:before {
  content: "\e112";
}
.glyphicon-chevron-up:before {
  content: "\e113";
}
.glyphicon-chevron-down:before {
  content: "\e114";
}
.glyphicon-retweet:before {
  content: "\e115";
}
.glyphicon-shopping-cart:before {
  content: "\e116";
}
.glyphicon-folder-close:before {
  content: "\e117";
}
.glyphicon-folder-open:before {
  content: "\e118";
}
.glyphicon-resize-vertical:before {
  content: "\e119";
}
.glyphicon-resize-horizontal:before {
  content: "\e120";
}
.glyphicon-hdd:before {
  content: "\e121";
}
.glyphicon-bullhorn:before {
  content: "\e122";
}
.glyphicon-bell:before {
  content: "\e123";
}
.glyphicon-certificate:before {
  content: "\e124";
}
.glyphicon-thumbs-up:before {
  content: "\e125";
}
.glyphicon-thumbs-down:before {
  content: "\e126";
}
.glyphicon-hand-right:before {
  content: "\e127";
}
.glyphicon-hand-left:before {
  content: "\e128";
}
.glyphicon-hand-up:before {
  content: "\e129";
}
.glyphicon-hand-down:before {
  content: "\e130";
}
.glyphicon-circle-arrow-right:before {
  content: "\e131";
}
.glyphicon-circle-arrow-left:before {
  content: "\e132";
}
.glyphicon-circle-arrow-up:before {
  content: "\e133";
}
.glyphicon-circle-arrow-down:before {
  content: "\e134";
}
.glyphicon-globe:before {
  content: "\e135";
}
.glyphicon-wrench:before {
  content: "\e136";
}
.glyphicon-tasks:before {
  content: "\e137";
}
.glyphicon-filter:before {
  content: "\e138";
}
.glyphicon-briefcase:before {
  content: "\e139";
}
.glyphicon-fullscreen:before {
  content: "\e140";
}
.glyphicon-dashboard:before {
  content: "\e141";
}
.glyphicon-paperclip:before {
  content: "\e142";
}
.glyphicon-heart-empty:before {
  content: "\e143";
}
.glyphicon-link:before {
  content: "\e144";
}
.glyphicon-phone:before {
  content: "\e145";
}
.glyphicon-pushpin:before {
  content: "\e146";
}
.glyphicon-usd:before {
  content: "\e148";
}
.glyphicon-gbp:before {
  content: "\e149";
}
.glyphicon-sort:before {
  content: "\e150";
}
.glyphicon-sort-by-alphabet:before {
  content: "\e151";
}
.glyphicon-sort-by-alphabet-alt:before {
  content: "\e152";
}
.glyphicon-sort-by-order:before {
  content: "\e153";
}
.glyphicon-sort-by-order-alt:before {
  content: "\e154";
}
.glyphicon-sort-by-attributes:before {
  content: "\e155";
}
.glyphicon-sort-by-attributes-alt:before {
  content: "\e156";
}
.glyphicon-unchecked:before {
  content: "\e157";
}
.glyphicon-expand:before {
  content: "\e158";
}
.glyphicon-collapse-down:before {
  content: "\e159";
}
.glyphicon-collapse-up:before {
  content: "\e160";
}
.glyphicon-log-in:before {
  content: "\e161";
}
.glyphicon-flash:before {
  content: "\e162";
}
.glyphicon-log-out:before {
  content: "\e163";
}
.glyphicon-new-window:before {
  content: "\e164";
}
.glyphicon-record:before {
  content: "\e165";
}
.glyphicon-save:before {
  content: "\e166";
}
.glyphicon-open:before {
  content: "\e167";
}
.glyphicon-saved:before {
  content: "\e168";
}
.glyphicon-import:before {
  content: "\e169";
}
.glyphicon-export:before {
  content: "\e170";
}
.glyphicon-send:before {
  content: "\e171";
}
.glyphicon-floppy-disk:before {
  content: "\e172";
}
.glyphicon-floppy-saved:before {
  content: "\e173";
}
.glyphicon-floppy-remove:before {
  content: "\e174";
}
.glyphicon-floppy-save:before {
  content: "\e175";
}
.glyphicon-floppy-open:before {
  content: "\e176";
}
.glyphicon-credit-card:before {
  content: "\e177";
}
.glyphicon-transfer:before {
  content: "\e178";
}
.glyphicon-cutlery:before {
  content: "\e179";
}
.glyphicon-header:before {
  content: "\e180";
}
.glyphicon-compressed:before {
  content: "\e181";
}
.glyphicon-earphone:before {
  content: "\e182";
}
.glyphicon-phone-alt:before {
  content: "\e183";
}
.glyphicon-tower:before {
  content: "\e184";
}
.glyphicon-stats:before {
  content: "\e185";
}
.glyphicon-sd-video:before {
  content: "\e186";
}
.glyphicon-hd-video:before {
  content: "\e187";
}
.glyphicon-subtitles:before {
  content: "\e188";
}
.glyphicon-sound-stereo:before {
  content: "\e189";
}
.glyphicon-sound-dolby:before {
  content: "\e190";
}
.glyphicon-sound-5-1:before {
  content: "\e191";
}
.glyphicon-sound-6-1:before {
  content: "\e192";
}
.glyphicon-sound-7-1:before {
  content: "\e193";
}
.glyphicon-copyright-mark:before {
  content: "\e194";
}
.glyphicon-registration-mark:before {
  content: "\e195";
}
.glyphicon-cloud-download:before {
  content: "\e197";
}
.glyphicon-cloud-upload:before {
  content: "\e198";
}
.glyphicon-tree-conifer:before {
  content: "\e199";
}
.glyphicon-tree-deciduous:before {
  content: "\e200";
}
.glyphicon-cd:before {
  content: "\e201";
}
.glyphicon-save-file:before {
  content: "\e202";
}
.glyphicon-open-file:before {
  content: "\e203";
}
.glyphicon-level-up:before {
  content: "\e204";
}
.glyphicon-copy:before {
  content: "\e205";
}
.glyphicon-paste:before {
  content: "\e206";
}
.glyphicon-alert:before {
  content: "\e209";
}
.glyphicon-equalizer:before {
  content: "\e210";
}
.glyphicon-king:before {
  content: "\e211";
}
.glyphicon-queen:before {
  content: "\e212";
}
.glyphicon-pawn:before {
  content: "\e213";
}
.glyphicon-bishop:before {
  content: "\e214";
}
.glyphicon-knight:before {
  content: "\e215";
}
.glyphicon-baby-formula:before {
  content: "\e216";
}
.glyphicon-tent:before {
  content: "\26fa";
}
.glyphicon-blackboard:before {
  content: "\e218";
}
.glyphicon-bed:before {
  content: "\e219";
}
.glyphicon-apple:before {
  content: "\f8ff";
}
.glyphicon-erase:before {
  content: "\e221";
}
.glyphicon-hourglass:before {
  content: "\231b";
}
.glyphicon-lamp:before {
  content: "\e223";
}
.glyphicon-duplicate:before {
  content: "\e224";
}
.glyphicon-piggy-bank:before {
  content: "\e225";
}
.glyphicon-scissors:before {
  content: "\e226";
}
.glyphicon-bitcoin:before {
  content: "\e227";
}
.glyphicon-btc:before {
  content: "\e227";
}
.glyphicon-xbt:before {
  content: "\e227";
}
.glyphicon-yen:before {
  content: "\00a5";
}
.glyphicon-jpy:before {
  content: "\00a5";
}
.glyphicon-ruble:before {
  content: "\20bd";
}
.glyphicon-rub:before {
  content: "\20bd";
}
.glyphicon-scale:before {
  content: "\e230";
}
.glyphicon-ice-lolly:before {
  content: "\e231";
}
.glyphicon-ice-lolly-tasted:before {
  content: "\e232";
}
.glyphicon-education:before {
  content: "\e233";
}
.glyphicon-option-horizontal:before {
  content: "\e234";
}
.glyphicon-option-vertical:before {
  content: "\e235";
}
.glyphicon-menu-hamburger:before {
  content: "\e236";
}
.glyphicon-modal-window:before {
  content: "\e237";
}
.glyphicon-oil:before {
  content: "\e238";
}
.glyphicon-grain:before {
  content: "\e239";
}
.glyphicon-sunglasses:before {
  content: "\e240";
}
.glyphicon-text-size:before {
  content: "\e241";
}
.glyphicon-text-color:before {
  content: "\e242";
}
.glyphicon-text-background:before {
  content: "\e243";
}
.glyphicon-object-align-top:before {
  content: "\e244";
}
.glyphicon-object-align-bottom:before {
  content: "\e245";
}
.glyphicon-object-align-horizontal:before {
  content: "\e246";
}
.glyphicon-object-align-left:before {
  content: "\e247";
}
.glyphicon-object-align-vertical:before {
  content: "\e248";
}
.glyphicon-object-align-right:before {
  content: "\e249";
}
.glyphicon-triangle-right:before {
  content: "\e250";
}
.glyphicon-triangle-left:before {
  content: "\e251";
}
.glyphicon-triangle-bottom:before {
  content: "\e252";
}
.glyphicon-triangle-top:before {
  content: "\e253";
}
.glyphicon-console:before {
  content: "\e254";
}
.glyphicon-superscript:before {
  content: "\e255";
}
.glyphicon-subscript:before {
  content: "\e256";
}
.glyphicon-menu-left:before {
  content: "\e257";
}
.glyphicon-menu-right:before {
  content: "\e258";
}
.glyphicon-menu-down:before {
  content: "\e259";
}
.glyphicon-menu-up:before {
  content: "\e260";
}
* {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
*:before,
*:after {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
html {
  font-size: 10px;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-size: 13px;
  line-height: 1.42857143;
  color: #000;
  background-color: #fff;
}
input,
button,
select,
textarea {
  font-family: inherit;
  font-size: inherit;
  line-height: inherit;
}
a {
  color: #337ab7;
  text-decoration: none;
}
a:hover,
a:focus {
  color: #23527c;
  text-decoration: underline;
}
a:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
figure {
  margin: 0;
}
img {
  vertical-align: middle;
}
.img-responsive,
.thumbnail > img,
.thumbnail a > img,
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  display: block;
  max-width: 100%;
  height: auto;
}
.img-rounded {
  border-radius: 3px;
}
.img-thumbnail {
  padding: 4px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: all 0.2s ease-in-out;
  -o-transition: all 0.2s ease-in-out;
  transition: all 0.2s ease-in-out;
  display: inline-block;
  max-width: 100%;
  height: auto;
}
.img-circle {
  border-radius: 50%;
}
hr {
  margin-top: 18px;
  margin-bottom: 18px;
  border: 0;
  border-top: 1px solid #eeeeee;
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  margin: -1px;
  padding: 0;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
[role="button"] {
  cursor: pointer;
}
h1,
h2,
h3,
h4,
h5,
h6,
.h1,
.h2,
.h3,
.h4,
.h5,
.h6 {
  font-family: inherit;
  font-weight: 500;
  line-height: 1.1;
  color: inherit;
}
h1 small,
h2 small,
h3 small,
h4 small,
h5 small,
h6 small,
.h1 small,
.h2 small,
.h3 small,
.h4 small,
.h5 small,
.h6 small,
h1 .small,
h2 .small,
h3 .small,
h4 .small,
h5 .small,
h6 .small,
.h1 .small,
.h2 .small,
.h3 .small,
.h4 .small,
.h5 .small,
.h6 .small {
  font-weight: normal;
  line-height: 1;
  color: #777777;
}
h1,
.h1,
h2,
.h2,
h3,
.h3 {
  margin-top: 18px;
  margin-bottom: 9px;
}
h1 small,
.h1 small,
h2 small,
.h2 small,
h3 small,
.h3 small,
h1 .small,
.h1 .small,
h2 .small,
.h2 .small,
h3 .small,
.h3 .small {
  font-size: 65%;
}
h4,
.h4,
h5,
.h5,
h6,
.h6 {
  margin-top: 9px;
  margin-bottom: 9px;
}
h4 small,
.h4 small,
h5 small,
.h5 small,
h6 small,
.h6 small,
h4 .small,
.h4 .small,
h5 .small,
.h5 .small,
h6 .small,
.h6 .small {
  font-size: 75%;
}
h1,
.h1 {
  font-size: 33px;
}
h2,
.h2 {
  font-size: 27px;
}
h3,
.h3 {
  font-size: 23px;
}
h4,
.h4 {
  font-size: 17px;
}
h5,
.h5 {
  font-size: 13px;
}
h6,
.h6 {
  font-size: 12px;
}
p {
  margin: 0 0 9px;
}
.lead {
  margin-bottom: 18px;
  font-size: 14px;
  font-weight: 300;
  line-height: 1.4;
}
@media (min-width: 768px) {
  .lead {
    font-size: 19.5px;
  }
}
small,
.small {
  font-size: 92%;
}
mark,
.mark {
  background-color: #fcf8e3;
  padding: .2em;
}
.text-left {
  text-align: left;
}
.text-right {
  text-align: right;
}
.text-center {
  text-align: center;
}
.text-justify {
  text-align: justify;
}
.text-nowrap {
  white-space: nowrap;
}
.text-lowercase {
  text-transform: lowercase;
}
.text-uppercase {
  text-transform: uppercase;
}
.text-capitalize {
  text-transform: capitalize;
}
.text-muted {
  color: #777777;
}
.text-primary {
  color: #337ab7;
}
a.text-primary:hover,
a.text-primary:focus {
  color: #286090;
}
.text-success {
  color: #3c763d;
}
a.text-success:hover,
a.text-success:focus {
  color: #2b542c;
}
.text-info {
  color: #31708f;
}
a.text-info:hover,
a.text-info:focus {
  color: #245269;
}
.text-warning {
  color: #8a6d3b;
}
a.text-warning:hover,
a.text-warning:focus {
  color: #66512c;
}
.text-danger {
  color: #a94442;
}
a.text-danger:hover,
a.text-danger:focus {
  color: #843534;
}
.bg-primary {
  color: #fff;
  background-color: #337ab7;
}
a.bg-primary:hover,
a.bg-primary:focus {
  background-color: #286090;
}
.bg-success {
  background-color: #dff0d8;
}
a.bg-success:hover,
a.bg-success:focus {
  background-color: #c1e2b3;
}
.bg-info {
  background-color: #d9edf7;
}
a.bg-info:hover,
a.bg-info:focus {
  background-color: #afd9ee;
}
.bg-warning {
  background-color: #fcf8e3;
}
a.bg-warning:hover,
a.bg-warning:focus {
  background-color: #f7ecb5;
}
.bg-danger {
  background-color: #f2dede;
}
a.bg-danger:hover,
a.bg-danger:focus {
  background-color: #e4b9b9;
}
.page-header {
  padding-bottom: 8px;
  margin: 36px 0 18px;
  border-bottom: 1px solid #eeeeee;
}
ul,
ol {
  margin-top: 0;
  margin-bottom: 9px;
}
ul ul,
ol ul,
ul ol,
ol ol {
  margin-bottom: 0;
}
.list-unstyled {
  padding-left: 0;
  list-style: none;
}
.list-inline {
  padding-left: 0;
  list-style: none;
  margin-left: -5px;
}
.list-inline > li {
  display: inline-block;
  padding-left: 5px;
  padding-right: 5px;
}
dl {
  margin-top: 0;
  margin-bottom: 18px;
}
dt,
dd {
  line-height: 1.42857143;
}
dt {
  font-weight: bold;
}
dd {
  margin-left: 0;
}
@media (min-width: 541px) {
  .dl-horizontal dt {
    float: left;
    width: 160px;
    clear: left;
    text-align: right;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
  }
  .dl-horizontal dd {
    margin-left: 180px;
  }
}
abbr[title],
abbr[data-original-title] {
  cursor: help;
  border-bottom: 1px dotted #777777;
}
.initialism {
  font-size: 90%;
  text-transform: uppercase;
}
blockquote {
  padding: 9px 18px;
  margin: 0 0 18px;
  font-size: inherit;
  border-left: 5px solid #eeeeee;
}
blockquote p:last-child,
blockquote ul:last-child,
blockquote ol:last-child {
  margin-bottom: 0;
}
blockquote footer,
blockquote small,
blockquote .small {
  display: block;
  font-size: 80%;
  line-height: 1.42857143;
  color: #777777;
}
blockquote footer:before,
blockquote small:before,
blockquote .small:before {
  content: '\2014 \00A0';
}
.blockquote-reverse,
blockquote.pull-right {
  padding-right: 15px;
  padding-left: 0;
  border-right: 5px solid #eeeeee;
  border-left: 0;
  text-align: right;
}
.blockquote-reverse footer:before,
blockquote.pull-right footer:before,
.blockquote-reverse small:before,
blockquote.pull-right small:before,
.blockquote-reverse .small:before,
blockquote.pull-right .small:before {
  content: '';
}
.blockquote-reverse footer:after,
blockquote.pull-right footer:after,
.blockquote-reverse small:after,
blockquote.pull-right small:after,
.blockquote-reverse .small:after,
blockquote.pull-right .small:after {
  content: '\00A0 \2014';
}
address {
  margin-bottom: 18px;
  font-style: normal;
  line-height: 1.42857143;
}
code,
kbd,
pre,
samp {
  font-family: monospace;
}
code {
  padding: 2px 4px;
  font-size: 90%;
  color: #c7254e;
  background-color: #f9f2f4;
  border-radius: 2px;
}
kbd {
  padding: 2px 4px;
  font-size: 90%;
  color: #888;
  background-color: transparent;
  border-radius: 1px;
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
}
kbd kbd {
  padding: 0;
  font-size: 100%;
  font-weight: bold;
  box-shadow: none;
}
pre {
  display: block;
  padding: 8.5px;
  margin: 0 0 9px;
  font-size: 12px;
  line-height: 1.42857143;
  word-break: break-all;
  word-wrap: break-word;
  color: #333333;
  background-color: #f5f5f5;
  border: 1px solid #ccc;
  border-radius: 2px;
}
pre code {
  padding: 0;
  font-size: inherit;
  color: inherit;
  white-space: pre-wrap;
  background-color: transparent;
  border-radius: 0;
}
.pre-scrollable {
  max-height: 340px;
  overflow-y: scroll;
}
.container {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
@media (min-width: 768px) {
  .container {
    width: 768px;
  }
}
@media (min-width: 992px) {
  .container {
    width: 940px;
  }
}
@media (min-width: 1200px) {
  .container {
    width: 1140px;
  }
}
.container-fluid {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
.row {
  margin-left: 0px;
  margin-right: 0px;
}
.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
  position: relative;
  min-height: 1px;
  padding-left: 0px;
  padding-right: 0px;
}
.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
  float: left;
}
.col-xs-12 {
  width: 100%;
}
.col-xs-11 {
  width: 91.66666667%;
}
.col-xs-10 {
  width: 83.33333333%;
}
.col-xs-9 {
  width: 75%;
}
.col-xs-8 {
  width: 66.66666667%;
}
.col-xs-7 {
  width: 58.33333333%;
}
.col-xs-6 {
  width: 50%;
}
.col-xs-5 {
  width: 41.66666667%;
}
.col-xs-4 {
  width: 33.33333333%;
}
.col-xs-3 {
  width: 25%;
}
.col-xs-2 {
  width: 16.66666667%;
}
.col-xs-1 {
  width: 8.33333333%;
}
.col-xs-pull-12 {
  right: 100%;
}
.col-xs-pull-11 {
  right: 91.66666667%;
}
.col-xs-pull-10 {
  right: 83.33333333%;
}
.col-xs-pull-9 {
  right: 75%;
}
.col-xs-pull-8 {
  right: 66.66666667%;
}
.col-xs-pull-7 {
  right: 58.33333333%;
}
.col-xs-pull-6 {
  right: 50%;
}
.col-xs-pull-5 {
  right: 41.66666667%;
}
.col-xs-pull-4 {
  right: 33.33333333%;
}
.col-xs-pull-3 {
  right: 25%;
}
.col-xs-pull-2 {
  right: 16.66666667%;
}
.col-xs-pull-1 {
  right: 8.33333333%;
}
.col-xs-pull-0 {
  right: auto;
}
.col-xs-push-12 {
  left: 100%;
}
.col-xs-push-11 {
  left: 91.66666667%;
}
.col-xs-push-10 {
  left: 83.33333333%;
}
.col-xs-push-9 {
  left: 75%;
}
.col-xs-push-8 {
  left: 66.66666667%;
}
.col-xs-push-7 {
  left: 58.33333333%;
}
.col-xs-push-6 {
  left: 50%;
}
.col-xs-push-5 {
  left: 41.66666667%;
}
.col-xs-push-4 {
  left: 33.33333333%;
}
.col-xs-push-3 {
  left: 25%;
}
.col-xs-push-2 {
  left: 16.66666667%;
}
.col-xs-push-1 {
  left: 8.33333333%;
}
.col-xs-push-0 {
  left: auto;
}
.col-xs-offset-12 {
  margin-left: 100%;
}
.col-xs-offset-11 {
  margin-left: 91.66666667%;
}
.col-xs-offset-10 {
  margin-left: 83.33333333%;
}
.col-xs-offset-9 {
  margin-left: 75%;
}
.col-xs-offset-8 {
  margin-left: 66.66666667%;
}
.col-xs-offset-7 {
  margin-left: 58.33333333%;
}
.col-xs-offset-6 {
  margin-left: 50%;
}
.col-xs-offset-5 {
  margin-left: 41.66666667%;
}
.col-xs-offset-4 {
  margin-left: 33.33333333%;
}
.col-xs-offset-3 {
  margin-left: 25%;
}
.col-xs-offset-2 {
  margin-left: 16.66666667%;
}
.col-xs-offset-1 {
  margin-left: 8.33333333%;
}
.col-xs-offset-0 {
  margin-left: 0%;
}
@media (min-width: 768px) {
  .col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
    float: left;
  }
  .col-sm-12 {
    width: 100%;
  }
  .col-sm-11 {
    width: 91.66666667%;
  }
  .col-sm-10 {
    width: 83.33333333%;
  }
  .col-sm-9 {
    width: 75%;
  }
  .col-sm-8 {
    width: 66.66666667%;
  }
  .col-sm-7 {
    width: 58.33333333%;
  }
  .col-sm-6 {
    width: 50%;
  }
  .col-sm-5 {
    width: 41.66666667%;
  }
  .col-sm-4 {
    width: 33.33333333%;
  }
  .col-sm-3 {
    width: 25%;
  }
  .col-sm-2 {
    width: 16.66666667%;
  }
  .col-sm-1 {
    width: 8.33333333%;
  }
  .col-sm-pull-12 {
    right: 100%;
  }
  .col-sm-pull-11 {
    right: 91.66666667%;
  }
  .col-sm-pull-10 {
    right: 83.33333333%;
  }
  .col-sm-pull-9 {
    right: 75%;
  }
  .col-sm-pull-8 {
    right: 66.66666667%;
  }
  .col-sm-pull-7 {
    right: 58.33333333%;
  }
  .col-sm-pull-6 {
    right: 50%;
  }
  .col-sm-pull-5 {
    right: 41.66666667%;
  }
  .col-sm-pull-4 {
    right: 33.33333333%;
  }
  .col-sm-pull-3 {
    right: 25%;
  }
  .col-sm-pull-2 {
    right: 16.66666667%;
  }
  .col-sm-pull-1 {
    right: 8.33333333%;
  }
  .col-sm-pull-0 {
    right: auto;
  }
  .col-sm-push-12 {
    left: 100%;
  }
  .col-sm-push-11 {
    left: 91.66666667%;
  }
  .col-sm-push-10 {
    left: 83.33333333%;
  }
  .col-sm-push-9 {
    left: 75%;
  }
  .col-sm-push-8 {
    left: 66.66666667%;
  }
  .col-sm-push-7 {
    left: 58.33333333%;
  }
  .col-sm-push-6 {
    left: 50%;
  }
  .col-sm-push-5 {
    left: 41.66666667%;
  }
  .col-sm-push-4 {
    left: 33.33333333%;
  }
  .col-sm-push-3 {
    left: 25%;
  }
  .col-sm-push-2 {
    left: 16.66666667%;
  }
  .col-sm-push-1 {
    left: 8.33333333%;
  }
  .col-sm-push-0 {
    left: auto;
  }
  .col-sm-offset-12 {
    margin-left: 100%;
  }
  .col-sm-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-sm-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-sm-offset-9 {
    margin-left: 75%;
  }
  .col-sm-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-sm-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-sm-offset-6 {
    margin-left: 50%;
  }
  .col-sm-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-sm-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-sm-offset-3 {
    margin-left: 25%;
  }
  .col-sm-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-sm-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-sm-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 992px) {
  .col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
    float: left;
  }
  .col-md-12 {
    width: 100%;
  }
  .col-md-11 {
    width: 91.66666667%;
  }
  .col-md-10 {
    width: 83.33333333%;
  }
  .col-md-9 {
    width: 75%;
  }
  .col-md-8 {
    width: 66.66666667%;
  }
  .col-md-7 {
    width: 58.33333333%;
  }
  .col-md-6 {
    width: 50%;
  }
  .col-md-5 {
    width: 41.66666667%;
  }
  .col-md-4 {
    width: 33.33333333%;
  }
  .col-md-3 {
    width: 25%;
  }
  .col-md-2 {
    width: 16.66666667%;
  }
  .col-md-1 {
    width: 8.33333333%;
  }
  .col-md-pull-12 {
    right: 100%;
  }
  .col-md-pull-11 {
    right: 91.66666667%;
  }
  .col-md-pull-10 {
    right: 83.33333333%;
  }
  .col-md-pull-9 {
    right: 75%;
  }
  .col-md-pull-8 {
    right: 66.66666667%;
  }
  .col-md-pull-7 {
    right: 58.33333333%;
  }
  .col-md-pull-6 {
    right: 50%;
  }
  .col-md-pull-5 {
    right: 41.66666667%;
  }
  .col-md-pull-4 {
    right: 33.33333333%;
  }
  .col-md-pull-3 {
    right: 25%;
  }
  .col-md-pull-2 {
    right: 16.66666667%;
  }
  .col-md-pull-1 {
    right: 8.33333333%;
  }
  .col-md-pull-0 {
    right: auto;
  }
  .col-md-push-12 {
    left: 100%;
  }
  .col-md-push-11 {
    left: 91.66666667%;
  }
  .col-md-push-10 {
    left: 83.33333333%;
  }
  .col-md-push-9 {
    left: 75%;
  }
  .col-md-push-8 {
    left: 66.66666667%;
  }
  .col-md-push-7 {
    left: 58.33333333%;
  }
  .col-md-push-6 {
    left: 50%;
  }
  .col-md-push-5 {
    left: 41.66666667%;
  }
  .col-md-push-4 {
    left: 33.33333333%;
  }
  .col-md-push-3 {
    left: 25%;
  }
  .col-md-push-2 {
    left: 16.66666667%;
  }
  .col-md-push-1 {
    left: 8.33333333%;
  }
  .col-md-push-0 {
    left: auto;
  }
  .col-md-offset-12 {
    margin-left: 100%;
  }
  .col-md-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-md-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-md-offset-9 {
    margin-left: 75%;
  }
  .col-md-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-md-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-md-offset-6 {
    margin-left: 50%;
  }
  .col-md-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-md-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-md-offset-3 {
    margin-left: 25%;
  }
  .col-md-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-md-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-md-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 1200px) {
  .col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
    float: left;
  }
  .col-lg-12 {
    width: 100%;
  }
  .col-lg-11 {
    width: 91.66666667%;
  }
  .col-lg-10 {
    width: 83.33333333%;
  }
  .col-lg-9 {
    width: 75%;
  }
  .col-lg-8 {
    width: 66.66666667%;
  }
  .col-lg-7 {
    width: 58.33333333%;
  }
  .col-lg-6 {
    width: 50%;
  }
  .col-lg-5 {
    width: 41.66666667%;
  }
  .col-lg-4 {
    width: 33.33333333%;
  }
  .col-lg-3 {
    width: 25%;
  }
  .col-lg-2 {
    width: 16.66666667%;
  }
  .col-lg-1 {
    width: 8.33333333%;
  }
  .col-lg-pull-12 {
    right: 100%;
  }
  .col-lg-pull-11 {
    right: 91.66666667%;
  }
  .col-lg-pull-10 {
    right: 83.33333333%;
  }
  .col-lg-pull-9 {
    right: 75%;
  }
  .col-lg-pull-8 {
    right: 66.66666667%;
  }
  .col-lg-pull-7 {
    right: 58.33333333%;
  }
  .col-lg-pull-6 {
    right: 50%;
  }
  .col-lg-pull-5 {
    right: 41.66666667%;
  }
  .col-lg-pull-4 {
    right: 33.33333333%;
  }
  .col-lg-pull-3 {
    right: 25%;
  }
  .col-lg-pull-2 {
    right: 16.66666667%;
  }
  .col-lg-pull-1 {
    right: 8.33333333%;
  }
  .col-lg-pull-0 {
    right: auto;
  }
  .col-lg-push-12 {
    left: 100%;
  }
  .col-lg-push-11 {
    left: 91.66666667%;
  }
  .col-lg-push-10 {
    left: 83.33333333%;
  }
  .col-lg-push-9 {
    left: 75%;
  }
  .col-lg-push-8 {
    left: 66.66666667%;
  }
  .col-lg-push-7 {
    left: 58.33333333%;
  }
  .col-lg-push-6 {
    left: 50%;
  }
  .col-lg-push-5 {
    left: 41.66666667%;
  }
  .col-lg-push-4 {
    left: 33.33333333%;
  }
  .col-lg-push-3 {
    left: 25%;
  }
  .col-lg-push-2 {
    left: 16.66666667%;
  }
  .col-lg-push-1 {
    left: 8.33333333%;
  }
  .col-lg-push-0 {
    left: auto;
  }
  .col-lg-offset-12 {
    margin-left: 100%;
  }
  .col-lg-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-lg-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-lg-offset-9 {
    margin-left: 75%;
  }
  .col-lg-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-lg-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-lg-offset-6 {
    margin-left: 50%;
  }
  .col-lg-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-lg-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-lg-offset-3 {
    margin-left: 25%;
  }
  .col-lg-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-lg-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-lg-offset-0 {
    margin-left: 0%;
  }
}
table {
  background-color: transparent;
}
caption {
  padding-top: 8px;
  padding-bottom: 8px;
  color: #777777;
  text-align: left;
}
th {
  text-align: left;
}
.table {
  width: 100%;
  max-width: 100%;
  margin-bottom: 18px;
}
.table > thead > tr > th,
.table > tbody > tr > th,
.table > tfoot > tr > th,
.table > thead > tr > td,
.table > tbody > tr > td,
.table > tfoot > tr > td {
  padding: 8px;
  line-height: 1.42857143;
  vertical-align: top;
  border-top: 1px solid #ddd;
}
.table > thead > tr > th {
  vertical-align: bottom;
  border-bottom: 2px solid #ddd;
}
.table > caption + thead > tr:first-child > th,
.table > colgroup + thead > tr:first-child > th,
.table > thead:first-child > tr:first-child > th,
.table > caption + thead > tr:first-child > td,
.table > colgroup + thead > tr:first-child > td,
.table > thead:first-child > tr:first-child > td {
  border-top: 0;
}
.table > tbody + tbody {
  border-top: 2px solid #ddd;
}
.table .table {
  background-color: #fff;
}
.table-condensed > thead > tr > th,
.table-condensed > tbody > tr > th,
.table-condensed > tfoot > tr > th,
.table-condensed > thead > tr > td,
.table-condensed > tbody > tr > td,
.table-condensed > tfoot > tr > td {
  padding: 5px;
}
.table-bordered {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > tbody > tr > th,
.table-bordered > tfoot > tr > th,
.table-bordered > thead > tr > td,
.table-bordered > tbody > tr > td,
.table-bordered > tfoot > tr > td {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > thead > tr > td {
  border-bottom-width: 2px;
}
.table-striped > tbody > tr:nth-of-type(odd) {
  background-color: #f9f9f9;
}
.table-hover > tbody > tr:hover {
  background-color: #f5f5f5;
}
table col[class*="col-"] {
  position: static;
  float: none;
  display: table-column;
}
table td[class*="col-"],
table th[class*="col-"] {
  position: static;
  float: none;
  display: table-cell;
}
.table > thead > tr > td.active,
.table > tbody > tr > td.active,
.table > tfoot > tr > td.active,
.table > thead > tr > th.active,
.table > tbody > tr > th.active,
.table > tfoot > tr > th.active,
.table > thead > tr.active > td,
.table > tbody > tr.active > td,
.table > tfoot > tr.active > td,
.table > thead > tr.active > th,
.table > tbody > tr.active > th,
.table > tfoot > tr.active > th {
  background-color: #f5f5f5;
}
.table-hover > tbody > tr > td.active:hover,
.table-hover > tbody > tr > th.active:hover,
.table-hover > tbody > tr.active:hover > td,
.table-hover > tbody > tr:hover > .active,
.table-hover > tbody > tr.active:hover > th {
  background-color: #e8e8e8;
}
.table > thead > tr > td.success,
.table > tbody > tr > td.success,
.table > tfoot > tr > td.success,
.table > thead > tr > th.success,
.table > tbody > tr > th.success,
.table > tfoot > tr > th.success,
.table > thead > tr.success > td,
.table > tbody > tr.success > td,
.table > tfoot > tr.success > td,
.table > thead > tr.success > th,
.table > tbody > tr.success > th,
.table > tfoot > tr.success > th {
  background-color: #dff0d8;
}
.table-hover > tbody > tr > td.success:hover,
.table-hover > tbody > tr > th.success:hover,
.table-hover > tbody > tr.success:hover > td,
.table-hover > tbody > tr:hover > .success,
.table-hover > tbody > tr.success:hover > th {
  background-color: #d0e9c6;
}
.table > thead > tr > td.info,
.table > tbody > tr > td.info,
.table > tfoot > tr > td.info,
.table > thead > tr > th.info,
.table > tbody > tr > th.info,
.table > tfoot > tr > th.info,
.table > thead > tr.info > td,
.table > tbody > tr.info > td,
.table > tfoot > tr.info > td,
.table > thead > tr.info > th,
.table > tbody > tr.info > th,
.table > tfoot > tr.info > th {
  background-color: #d9edf7;
}
.table-hover > tbody > tr > td.info:hover,
.table-hover > tbody > tr > th.info:hover,
.table-hover > tbody > tr.info:hover > td,
.table-hover > tbody > tr:hover > .info,
.table-hover > tbody > tr.info:hover > th {
  background-color: #c4e3f3;
}
.table > thead > tr > td.warning,
.table > tbody > tr > td.warning,
.table > tfoot > tr > td.warning,
.table > thead > tr > th.warning,
.table > tbody > tr > th.warning,
.table > tfoot > tr > th.warning,
.table > thead > tr.warning > td,
.table > tbody > tr.warning > td,
.table > tfoot > tr.warning > td,
.table > thead > tr.warning > th,
.table > tbody > tr.warning > th,
.table > tfoot > tr.warning > th {
  background-color: #fcf8e3;
}
.table-hover > tbody > tr > td.warning:hover,
.table-hover > tbody > tr > th.warning:hover,
.table-hover > tbody > tr.warning:hover > td,
.table-hover > tbody > tr:hover > .warning,
.table-hover > tbody > tr.warning:hover > th {
  background-color: #faf2cc;
}
.table > thead > tr > td.danger,
.table > tbody > tr > td.danger,
.table > tfoot > tr > td.danger,
.table > thead > tr > th.danger,
.table > tbody > tr > th.danger,
.table > tfoot > tr > th.danger,
.table > thead > tr.danger > td,
.table > tbody > tr.danger > td,
.table > tfoot > tr.danger > td,
.table > thead > tr.danger > th,
.table > tbody > tr.danger > th,
.table > tfoot > tr.danger > th {
  background-color: #f2dede;
}
.table-hover > tbody > tr > td.danger:hover,
.table-hover > tbody > tr > th.danger:hover,
.table-hover > tbody > tr.danger:hover > td,
.table-hover > tbody > tr:hover > .danger,
.table-hover > tbody > tr.danger:hover > th {
  background-color: #ebcccc;
}
.table-responsive {
  overflow-x: auto;
  min-height: 0.01%;
}
@media screen and (max-width: 767px) {
  .table-responsive {
    width: 100%;
    margin-bottom: 13.5px;
    overflow-y: hidden;
    -ms-overflow-style: -ms-autohiding-scrollbar;
    border: 1px solid #ddd;
  }
  .table-responsive > .table {
    margin-bottom: 0;
  }
  .table-responsive > .table > thead > tr > th,
  .table-responsive > .table > tbody > tr > th,
  .table-responsive > .table > tfoot > tr > th,
  .table-responsive > .table > thead > tr > td,
  .table-responsive > .table > tbody > tr > td,
  .table-responsive > .table > tfoot > tr > td {
    white-space: nowrap;
  }
  .table-responsive > .table-bordered {
    border: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:first-child,
  .table-responsive > .table-bordered > tbody > tr > th:first-child,
  .table-responsive > .table-bordered > tfoot > tr > th:first-child,
  .table-responsive > .table-bordered > thead > tr > td:first-child,
  .table-responsive > .table-bordered > tbody > tr > td:first-child,
  .table-responsive > .table-bordered > tfoot > tr > td:first-child {
    border-left: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:last-child,
  .table-responsive > .table-bordered > tbody > tr > th:last-child,
  .table-responsive > .table-bordered > tfoot > tr > th:last-child,
  .table-responsive > .table-bordered > thead > tr > td:last-child,
  .table-responsive > .table-bordered > tbody > tr > td:last-child,
  .table-responsive > .table-bordered > tfoot > tr > td:last-child {
    border-right: 0;
  }
  .table-responsive > .table-bordered > tbody > tr:last-child > th,
  .table-responsive > .table-bordered > tfoot > tr:last-child > th,
  .table-responsive > .table-bordered > tbody > tr:last-child > td,
  .table-responsive > .table-bordered > tfoot > tr:last-child > td {
    border-bottom: 0;
  }
}
fieldset {
  padding: 0;
  margin: 0;
  border: 0;
  min-width: 0;
}
legend {
  display: block;
  width: 100%;
  padding: 0;
  margin-bottom: 18px;
  font-size: 19.5px;
  line-height: inherit;
  color: #333333;
  border: 0;
  border-bottom: 1px solid #e5e5e5;
}
label {
  display: inline-block;
  max-width: 100%;
  margin-bottom: 5px;
  font-weight: bold;
}
input[type="search"] {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
input[type="radio"],
input[type="checkbox"] {
  margin: 4px 0 0;
  margin-top: 1px \9;
  line-height: normal;
}
input[type="file"] {
  display: block;
}
input[type="range"] {
  display: block;
  width: 100%;
}
select[multiple],
select[size] {
  height: auto;
}
input[type="file"]:focus,
input[type="radio"]:focus,
input[type="checkbox"]:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
output {
  display: block;
  padding-top: 7px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
}
.form-control {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
}
.form-control:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.form-control::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.form-control:-ms-input-placeholder {
  color: #999;
}
.form-control::-webkit-input-placeholder {
  color: #999;
}
.form-control::-ms-expand {
  border: 0;
  background-color: transparent;
}
.form-control[disabled],
.form-control[readonly],
fieldset[disabled] .form-control {
  background-color: #eeeeee;
  opacity: 1;
}
.form-control[disabled],
fieldset[disabled] .form-control {
  cursor: not-allowed;
}
textarea.form-control {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: none;
}
@media screen and (-webkit-min-device-pixel-ratio: 0) {
  input[type="date"].form-control,
  input[type="time"].form-control,
  input[type="datetime-local"].form-control,
  input[type="month"].form-control {
    line-height: 32px;
  }
  input[type="date"].input-sm,
  input[type="time"].input-sm,
  input[type="datetime-local"].input-sm,
  input[type="month"].input-sm,
  .input-group-sm input[type="date"],
  .input-group-sm input[type="time"],
  .input-group-sm input[type="datetime-local"],
  .input-group-sm input[type="month"] {
    line-height: 30px;
  }
  input[type="date"].input-lg,
  input[type="time"].input-lg,
  input[type="datetime-local"].input-lg,
  input[type="month"].input-lg,
  .input-group-lg input[type="date"],
  .input-group-lg input[type="time"],
  .input-group-lg input[type="datetime-local"],
  .input-group-lg input[type="month"] {
    line-height: 45px;
  }
}
.form-group {
  margin-bottom: 15px;
}
.radio,
.checkbox {
  position: relative;
  display: block;
  margin-top: 10px;
  margin-bottom: 10px;
}
.radio label,
.checkbox label {
  min-height: 18px;
  padding-left: 20px;
  margin-bottom: 0;
  font-weight: normal;
  cursor: pointer;
}
.radio input[type="radio"],
.radio-inline input[type="radio"],
.checkbox input[type="checkbox"],
.checkbox-inline input[type="checkbox"] {
  position: absolute;
  margin-left: -20px;
  margin-top: 4px \9;
}
.radio + .radio,
.checkbox + .checkbox {
  margin-top: -5px;
}
.radio-inline,
.checkbox-inline {
  position: relative;
  display: inline-block;
  padding-left: 20px;
  margin-bottom: 0;
  vertical-align: middle;
  font-weight: normal;
  cursor: pointer;
}
.radio-inline + .radio-inline,
.checkbox-inline + .checkbox-inline {
  margin-top: 0;
  margin-left: 10px;
}
input[type="radio"][disabled],
input[type="checkbox"][disabled],
input[type="radio"].disabled,
input[type="checkbox"].disabled,
fieldset[disabled] input[type="radio"],
fieldset[disabled] input[type="checkbox"] {
  cursor: not-allowed;
}
.radio-inline.disabled,
.checkbox-inline.disabled,
fieldset[disabled] .radio-inline,
fieldset[disabled] .checkbox-inline {
  cursor: not-allowed;
}
.radio.disabled label,
.checkbox.disabled label,
fieldset[disabled] .radio label,
fieldset[disabled] .checkbox label {
  cursor: not-allowed;
}
.form-control-static {
  padding-top: 7px;
  padding-bottom: 7px;
  margin-bottom: 0;
  min-height: 31px;
}
.form-control-static.input-lg,
.form-control-static.input-sm {
  padding-left: 0;
  padding-right: 0;
}
.input-sm {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-sm {
  height: 30px;
  line-height: 30px;
}
textarea.input-sm,
select[multiple].input-sm {
  height: auto;
}
.form-group-sm .form-control {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.form-group-sm select.form-control {
  height: 30px;
  line-height: 30px;
}
.form-group-sm textarea.form-control,
.form-group-sm select[multiple].form-control {
  height: auto;
}
.form-group-sm .form-control-static {
  height: 30px;
  min-height: 30px;
  padding: 6px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.input-lg {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-lg {
  height: 45px;
  line-height: 45px;
}
textarea.input-lg,
select[multiple].input-lg {
  height: auto;
}
.form-group-lg .form-control {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.form-group-lg select.form-control {
  height: 45px;
  line-height: 45px;
}
.form-group-lg textarea.form-control,
.form-group-lg select[multiple].form-control {
  height: auto;
}
.form-group-lg .form-control-static {
  height: 45px;
  min-height: 35px;
  padding: 11px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.has-feedback {
  position: relative;
}
.has-feedback .form-control {
  padding-right: 40px;
}
.form-control-feedback {
  position: absolute;
  top: 0;
  right: 0;
  z-index: 2;
  display: block;
  width: 32px;
  height: 32px;
  line-height: 32px;
  text-align: center;
  pointer-events: none;
}
.input-lg + .form-control-feedback,
.input-group-lg + .form-control-feedback,
.form-group-lg .form-control + .form-control-feedback {
  width: 45px;
  height: 45px;
  line-height: 45px;
}
.input-sm + .form-control-feedback,
.input-group-sm + .form-control-feedback,
.form-group-sm .form-control + .form-control-feedback {
  width: 30px;
  height: 30px;
  line-height: 30px;
}
.has-success .help-block,
.has-success .control-label,
.has-success .radio,
.has-success .checkbox,
.has-success .radio-inline,
.has-success .checkbox-inline,
.has-success.radio label,
.has-success.checkbox label,
.has-success.radio-inline label,
.has-success.checkbox-inline label {
  color: #3c763d;
}
.has-success .form-control {
  border-color: #3c763d;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-success .form-control:focus {
  border-color: #2b542c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
}
.has-success .input-group-addon {
  color: #3c763d;
  border-color: #3c763d;
  background-color: #dff0d8;
}
.has-success .form-control-feedback {
  color: #3c763d;
}
.has-warning .help-block,
.has-warning .control-label,
.has-warning .radio,
.has-warning .checkbox,
.has-warning .radio-inline,
.has-warning .checkbox-inline,
.has-warning.radio label,
.has-warning.checkbox label,
.has-warning.radio-inline label,
.has-warning.checkbox-inline label {
  color: #8a6d3b;
}
.has-warning .form-control {
  border-color: #8a6d3b;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-warning .form-control:focus {
  border-color: #66512c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
}
.has-warning .input-group-addon {
  color: #8a6d3b;
  border-color: #8a6d3b;
  background-color: #fcf8e3;
}
.has-warning .form-control-feedback {
  color: #8a6d3b;
}
.has-error .help-block,
.has-error .control-label,
.has-error .radio,
.has-error .checkbox,
.has-error .radio-inline,
.has-error .checkbox-inline,
.has-error.radio label,
.has-error.checkbox label,
.has-error.radio-inline label,
.has-error.checkbox-inline label {
  color: #a94442;
}
.has-error .form-control {
  border-color: #a94442;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-error .form-control:focus {
  border-color: #843534;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
}
.has-error .input-group-addon {
  color: #a94442;
  border-color: #a94442;
  background-color: #f2dede;
}
.has-error .form-control-feedback {
  color: #a94442;
}
.has-feedback label ~ .form-control-feedback {
  top: 23px;
}
.has-feedback label.sr-only ~ .form-control-feedback {
  top: 0;
}
.help-block {
  display: block;
  margin-top: 5px;
  margin-bottom: 10px;
  color: #404040;
}
@media (min-width: 768px) {
  .form-inline .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .form-inline .form-control-static {
    display: inline-block;
  }
  .form-inline .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .form-inline .input-group .input-group-addon,
  .form-inline .input-group .input-group-btn,
  .form-inline .input-group .form-control {
    width: auto;
  }
  .form-inline .input-group > .form-control {
    width: 100%;
  }
  .form-inline .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio,
  .form-inline .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio label,
  .form-inline .checkbox label {
    padding-left: 0;
  }
  .form-inline .radio input[type="radio"],
  .form-inline .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .form-inline .has-feedback .form-control-feedback {
    top: 0;
  }
}
.form-horizontal .radio,
.form-horizontal .checkbox,
.form-horizontal .radio-inline,
.form-horizontal .checkbox-inline {
  margin-top: 0;
  margin-bottom: 0;
  padding-top: 7px;
}
.form-horizontal .radio,
.form-horizontal .checkbox {
  min-height: 25px;
}
.form-horizontal .form-group {
  margin-left: 0px;
  margin-right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .control-label {
    text-align: right;
    margin-bottom: 0;
    padding-top: 7px;
  }
}
.form-horizontal .has-feedback .form-control-feedback {
  right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .form-group-lg .control-label {
    padding-top: 11px;
    font-size: 17px;
  }
}
@media (min-width: 768px) {
  .form-horizontal .form-group-sm .control-label {
    padding-top: 6px;
    font-size: 12px;
  }
}
.btn {
  display: inline-block;
  margin-bottom: 0;
  font-weight: normal;
  text-align: center;
  vertical-align: middle;
  touch-action: manipulation;
  cursor: pointer;
  background-image: none;
  border: 1px solid transparent;
  white-space: nowrap;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  border-radius: 2px;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}
.btn:focus,
.btn:active:focus,
.btn.active:focus,
.btn.focus,
.btn:active.focus,
.btn.active.focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
.btn:hover,
.btn:focus,
.btn.focus {
  color: #333;
  text-decoration: none;
}
.btn:active,
.btn.active {
  outline: 0;
  background-image: none;
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn.disabled,
.btn[disabled],
fieldset[disabled] .btn {
  cursor: not-allowed;
  opacity: 0.65;
  filter: alpha(opacity=65);
  -webkit-box-shadow: none;
  box-shadow: none;
}
a.btn.disabled,
fieldset[disabled] a.btn {
  pointer-events: none;
}
.btn-default {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.btn-default:focus,
.btn-default.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.btn-default:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active:hover,
.btn-default.active:hover,
.open > .dropdown-toggle.btn-default:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.open > .dropdown-toggle.btn-default:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn-default.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  background-image: none;
}
.btn-default.disabled:hover,
.btn-default[disabled]:hover,
fieldset[disabled] .btn-default:hover,
.btn-default.disabled:focus,
.btn-default[disabled]:focus,
fieldset[disabled] .btn-default:focus,
.btn-default.disabled.focus,
.btn-default[disabled].focus,
fieldset[disabled] .btn-default.focus {
  background-color: #fff;
  border-color: #ccc;
}
.btn-default .badge {
  color: #fff;
  background-color: #333;
}
.btn-primary {
  color: #fff;
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary:focus,
.btn-primary.focus {
  color: #fff;
  background-color: #286090;
  border-color: #122b40;
}
.btn-primary:hover {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active:hover,
.btn-primary.active:hover,
.open > .dropdown-toggle.btn-primary:hover,
.btn-primary:active:focus,
.btn-primary.active:focus,
.open > .dropdown-toggle.btn-primary:focus,
.btn-primary:active.focus,
.btn-primary.active.focus,
.open > .dropdown-toggle.btn-primary.focus {
  color: #fff;
  background-color: #204d74;
  border-color: #122b40;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  background-image: none;
}
.btn-primary.disabled:hover,
.btn-primary[disabled]:hover,
fieldset[disabled] .btn-primary:hover,
.btn-primary.disabled:focus,
.btn-primary[disabled]:focus,
fieldset[disabled] .btn-primary:focus,
.btn-primary.disabled.focus,
.btn-primary[disabled].focus,
fieldset[disabled] .btn-primary.focus {
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary .badge {
  color: #337ab7;
  background-color: #fff;
}
.btn-success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success:focus,
.btn-success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.btn-success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active:hover,
.btn-success.active:hover,
.open > .dropdown-toggle.btn-success:hover,
.btn-success:active:focus,
.btn-success.active:focus,
.open > .dropdown-toggle.btn-success:focus,
.btn-success:active.focus,
.btn-success.active.focus,
.open > .dropdown-toggle.btn-success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  background-image: none;
}
.btn-success.disabled:hover,
.btn-success[disabled]:hover,
fieldset[disabled] .btn-success:hover,
.btn-success.disabled:focus,
.btn-success[disabled]:focus,
fieldset[disabled] .btn-success:focus,
.btn-success.disabled.focus,
.btn-success[disabled].focus,
fieldset[disabled] .btn-success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.btn-info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info:focus,
.btn-info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.btn-info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active:hover,
.btn-info.active:hover,
.open > .dropdown-toggle.btn-info:hover,
.btn-info:active:focus,
.btn-info.active:focus,
.open > .dropdown-toggle.btn-info:focus,
.btn-info:active.focus,
.btn-info.active.focus,
.open > .dropdown-toggle.btn-info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  background-image: none;
}
.btn-info.disabled:hover,
.btn-info[disabled]:hover,
fieldset[disabled] .btn-info:hover,
.btn-info.disabled:focus,
.btn-info[disabled]:focus,
fieldset[disabled] .btn-info:focus,
.btn-info.disabled.focus,
.btn-info[disabled].focus,
fieldset[disabled] .btn-info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.btn-warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning:focus,
.btn-warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.btn-warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active:hover,
.btn-warning.active:hover,
.open > .dropdown-toggle.btn-warning:hover,
.btn-warning:active:focus,
.btn-warning.active:focus,
.open > .dropdown-toggle.btn-warning:focus,
.btn-warning:active.focus,
.btn-warning.active.focus,
.open > .dropdown-toggle.btn-warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  background-image: none;
}
.btn-warning.disabled:hover,
.btn-warning[disabled]:hover,
fieldset[disabled] .btn-warning:hover,
.btn-warning.disabled:focus,
.btn-warning[disabled]:focus,
fieldset[disabled] .btn-warning:focus,
.btn-warning.disabled.focus,
.btn-warning[disabled].focus,
fieldset[disabled] .btn-warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.btn-danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger:focus,
.btn-danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.btn-danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active:hover,
.btn-danger.active:hover,
.open > .dropdown-toggle.btn-danger:hover,
.btn-danger:active:focus,
.btn-danger.active:focus,
.open > .dropdown-toggle.btn-danger:focus,
.btn-danger:active.focus,
.btn-danger.active.focus,
.open > .dropdown-toggle.btn-danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  background-image: none;
}
.btn-danger.disabled:hover,
.btn-danger[disabled]:hover,
fieldset[disabled] .btn-danger:hover,
.btn-danger.disabled:focus,
.btn-danger[disabled]:focus,
fieldset[disabled] .btn-danger:focus,
.btn-danger.disabled.focus,
.btn-danger[disabled].focus,
fieldset[disabled] .btn-danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger .badge {
  color: #d9534f;
  background-color: #fff;
}
.btn-link {
  color: #337ab7;
  font-weight: normal;
  border-radius: 0;
}
.btn-link,
.btn-link:active,
.btn-link.active,
.btn-link[disabled],
fieldset[disabled] .btn-link {
  background-color: transparent;
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn-link,
.btn-link:hover,
.btn-link:focus,
.btn-link:active {
  border-color: transparent;
}
.btn-link:hover,
.btn-link:focus {
  color: #23527c;
  text-decoration: underline;
  background-color: transparent;
}
.btn-link[disabled]:hover,
fieldset[disabled] .btn-link:hover,
.btn-link[disabled]:focus,
fieldset[disabled] .btn-link:focus {
  color: #777777;
  text-decoration: none;
}
.btn-lg,
.btn-group-lg > .btn {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.btn-sm,
.btn-group-sm > .btn {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-xs,
.btn-group-xs > .btn {
  padding: 1px 5px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-block {
  display: block;
  width: 100%;
}
.btn-block + .btn-block {
  margin-top: 5px;
}
input[type="submit"].btn-block,
input[type="reset"].btn-block,
input[type="button"].btn-block {
  width: 100%;
}
.fade {
  opacity: 0;
  -webkit-transition: opacity 0.15s linear;
  -o-transition: opacity 0.15s linear;
  transition: opacity 0.15s linear;
}
.fade.in {
  opacity: 1;
}
.collapse {
  display: none;
}
.collapse.in {
  display: block;
}
tr.collapse.in {
  display: table-row;
}
tbody.collapse.in {
  display: table-row-group;
}
.collapsing {
  position: relative;
  height: 0;
  overflow: hidden;
  -webkit-transition-property: height, visibility;
  transition-property: height, visibility;
  -webkit-transition-duration: 0.35s;
  transition-duration: 0.35s;
  -webkit-transition-timing-function: ease;
  transition-timing-function: ease;
}
.caret {
  display: inline-block;
  width: 0;
  height: 0;
  margin-left: 2px;
  vertical-align: middle;
  border-top: 4px dashed;
  border-top: 4px solid \9;
  border-right: 4px solid transparent;
  border-left: 4px solid transparent;
}
.dropup,
.dropdown {
  position: relative;
}
.dropdown-toggle:focus {
  outline: 0;
}
.dropdown-menu {
  position: absolute;
  top: 100%;
  left: 0;
  z-index: 1000;
  display: none;
  float: left;
  min-width: 160px;
  padding: 5px 0;
  margin: 2px 0 0;
  list-style: none;
  font-size: 13px;
  text-align: left;
  background-color: #fff;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.15);
  border-radius: 2px;
  -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  background-clip: padding-box;
}
.dropdown-menu.pull-right {
  right: 0;
  left: auto;
}
.dropdown-menu .divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.dropdown-menu > li > a {
  display: block;
  padding: 3px 20px;
  clear: both;
  font-weight: normal;
  line-height: 1.42857143;
  color: #333333;
  white-space: nowrap;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
  text-decoration: none;
  color: #262626;
  background-color: #f5f5f5;
}
.dropdown-menu > .active > a,
.dropdown-menu > .active > a:hover,
.dropdown-menu > .active > a:focus {
  color: #fff;
  text-decoration: none;
  outline: 0;
  background-color: #337ab7;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  color: #777777;
}
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  text-decoration: none;
  background-color: transparent;
  background-image: none;
  filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
  cursor: not-allowed;
}
.open > .dropdown-menu {
  display: block;
}
.open > a {
  outline: 0;
}
.dropdown-menu-right {
  left: auto;
  right: 0;
}
.dropdown-menu-left {
  left: 0;
  right: auto;
}
.dropdown-header {
  display: block;
  padding: 3px 20px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #777777;
  white-space: nowrap;
}
.dropdown-backdrop {
  position: fixed;
  left: 0;
  right: 0;
  bottom: 0;
  top: 0;
  z-index: 990;
}
.pull-right > .dropdown-menu {
  right: 0;
  left: auto;
}
.dropup .caret,
.navbar-fixed-bottom .dropdown .caret {
  border-top: 0;
  border-bottom: 4px dashed;
  border-bottom: 4px solid \9;
  content: "";
}
.dropup .dropdown-menu,
.navbar-fixed-bottom .dropdown .dropdown-menu {
  top: auto;
  bottom: 100%;
  margin-bottom: 2px;
}
@media (min-width: 541px) {
  .navbar-right .dropdown-menu {
    left: auto;
    right: 0;
  }
  .navbar-right .dropdown-menu-left {
    left: 0;
    right: auto;
  }
}
.btn-group,
.btn-group-vertical {
  position: relative;
  display: inline-block;
  vertical-align: middle;
}
.btn-group > .btn,
.btn-group-vertical > .btn {
  position: relative;
  float: left;
}
.btn-group > .btn:hover,
.btn-group-vertical > .btn:hover,
.btn-group > .btn:focus,
.btn-group-vertical > .btn:focus,
.btn-group > .btn:active,
.btn-group-vertical > .btn:active,
.btn-group > .btn.active,
.btn-group-vertical > .btn.active {
  z-index: 2;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
  margin-left: -1px;
}
.btn-toolbar {
  margin-left: -5px;
}
.btn-toolbar .btn,
.btn-toolbar .btn-group,
.btn-toolbar .input-group {
  float: left;
}
.btn-toolbar > .btn,
.btn-toolbar > .btn-group,
.btn-toolbar > .input-group {
  margin-left: 5px;
}
.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
  border-radius: 0;
}
.btn-group > .btn:first-child {
  margin-left: 0;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn:last-child:not(:first-child),
.btn-group > .dropdown-toggle:not(:first-child) {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group > .btn-group {
  float: left;
}
.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group .dropdown-toggle:active,
.btn-group.open .dropdown-toggle {
  outline: 0;
}
.btn-group > .btn + .dropdown-toggle {
  padding-left: 8px;
  padding-right: 8px;
}
.btn-group > .btn-lg + .dropdown-toggle {
  padding-left: 12px;
  padding-right: 12px;
}
.btn-group.open .dropdown-toggle {
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn-group.open .dropdown-toggle.btn-link {
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn .caret {
  margin-left: 0;
}
.btn-lg .caret {
  border-width: 5px 5px 0;
  border-bottom-width: 0;
}
.dropup .btn-lg .caret {
  border-width: 0 5px 5px;
}
.btn-group-vertical > .btn,
.btn-group-vertical > .btn-group,
.btn-group-vertical > .btn-group > .btn {
  display: block;
  float: none;
  width: 100%;
  max-width: 100%;
}
.btn-group-vertical > .btn-group > .btn {
  float: none;
}
.btn-group-vertical > .btn + .btn,
.btn-group-vertical > .btn + .btn-group,
.btn-group-vertical > .btn-group + .btn,
.btn-group-vertical > .btn-group + .btn-group {
  margin-top: -1px;
  margin-left: 0;
}
.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.btn-group-vertical > .btn:first-child:not(:last-child) {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn:last-child:not(:first-child) {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.btn-group-justified {
  display: table;
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
}
.btn-group-justified > .btn,
.btn-group-justified > .btn-group {
  float: none;
  display: table-cell;
  width: 1%;
}
.btn-group-justified > .btn-group .btn {
  width: 100%;
}
.btn-group-justified > .btn-group .dropdown-menu {
  left: auto;
}
[data-toggle="buttons"] > .btn input[type="radio"],
[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
[data-toggle="buttons"] > .btn input[type="checkbox"],
[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
  position: absolute;
  clip: rect(0, 0, 0, 0);
  pointer-events: none;
}
.input-group {
  position: relative;
  display: table;
  border-collapse: separate;
}
.input-group[class*="col-"] {
  float: none;
  padding-left: 0;
  padding-right: 0;
}
.input-group .form-control {
  position: relative;
  z-index: 2;
  float: left;
  width: 100%;
  margin-bottom: 0;
}
.input-group .form-control:focus {
  z-index: 3;
}
.input-group-lg > .form-control,
.input-group-lg > .input-group-addon,
.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-group-lg > .form-control,
select.input-group-lg > .input-group-addon,
select.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  line-height: 45px;
}
textarea.input-group-lg > .form-control,
textarea.input-group-lg > .input-group-addon,
textarea.input-group-lg > .input-group-btn > .btn,
select[multiple].input-group-lg > .form-control,
select[multiple].input-group-lg > .input-group-addon,
select[multiple].input-group-lg > .input-group-btn > .btn {
  height: auto;
}
.input-group-sm > .form-control,
.input-group-sm > .input-group-addon,
.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-group-sm > .form-control,
select.input-group-sm > .input-group-addon,
select.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  line-height: 30px;
}
textarea.input-group-sm > .form-control,
textarea.input-group-sm > .input-group-addon,
textarea.input-group-sm > .input-group-btn > .btn,
select[multiple].input-group-sm > .form-control,
select[multiple].input-group-sm > .input-group-addon,
select[multiple].input-group-sm > .input-group-btn > .btn {
  height: auto;
}
.input-group-addon,
.input-group-btn,
.input-group .form-control {
  display: table-cell;
}
.input-group-addon:not(:first-child):not(:last-child),
.input-group-btn:not(:first-child):not(:last-child),
.input-group .form-control:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.input-group-addon,
.input-group-btn {
  width: 1%;
  white-space: nowrap;
  vertical-align: middle;
}
.input-group-addon {
  padding: 6px 12px;
  font-size: 13px;
  font-weight: normal;
  line-height: 1;
  color: #555555;
  text-align: center;
  background-color: #eeeeee;
  border: 1px solid #ccc;
  border-radius: 2px;
}
.input-group-addon.input-sm {
  padding: 5px 10px;
  font-size: 12px;
  border-radius: 1px;
}
.input-group-addon.input-lg {
  padding: 10px 16px;
  font-size: 17px;
  border-radius: 3px;
}
.input-group-addon input[type="radio"],
.input-group-addon input[type="checkbox"] {
  margin-top: 0;
}
.input-group .form-control:first-child,
.input-group-addon:first-child,
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group > .btn,
.input-group-btn:first-child > .dropdown-toggle,
.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.input-group-addon:first-child {
  border-right: 0;
}
.input-group .form-control:last-child,
.input-group-addon:last-child,
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group > .btn,
.input-group-btn:last-child > .dropdown-toggle,
.input-group-btn:first-child > .btn:not(:first-child),
.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.input-group-addon:last-child {
  border-left: 0;
}
.input-group-btn {
  position: relative;
  font-size: 0;
  white-space: nowrap;
}
.input-group-btn > .btn {
  position: relative;
}
.input-group-btn > .btn + .btn {
  margin-left: -1px;
}
.input-group-btn > .btn:hover,
.input-group-btn > .btn:focus,
.input-group-btn > .btn:active {
  z-index: 2;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
  margin-right: -1px;
}
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group {
  z-index: 2;
  margin-left: -1px;
}
.nav {
  margin-bottom: 0;
  padding-left: 0;
  list-style: none;
}
.nav > li {
  position: relative;
  display: block;
}
.nav > li > a {
  position: relative;
  display: block;
  padding: 10px 15px;
}
.nav > li > a:hover,
.nav > li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.nav > li.disabled > a {
  color: #777777;
}
.nav > li.disabled > a:hover,
.nav > li.disabled > a:focus {
  color: #777777;
  text-decoration: none;
  background-color: transparent;
  cursor: not-allowed;
}
.nav .open > a,
.nav .open > a:hover,
.nav .open > a:focus {
  background-color: #eeeeee;
  border-color: #337ab7;
}
.nav .nav-divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.nav > li > a > img {
  max-width: none;
}
.nav-tabs {
  border-bottom: 1px solid #ddd;
}
.nav-tabs > li {
  float: left;
  margin-bottom: -1px;
}
.nav-tabs > li > a {
  margin-right: 2px;
  line-height: 1.42857143;
  border: 1px solid transparent;
  border-radius: 2px 2px 0 0;
}
.nav-tabs > li > a:hover {
  border-color: #eeeeee #eeeeee #ddd;
}
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
  color: #555555;
  background-color: #fff;
  border: 1px solid #ddd;
  border-bottom-color: transparent;
  cursor: default;
}
.nav-tabs.nav-justified {
  width: 100%;
  border-bottom: 0;
}
.nav-tabs.nav-justified > li {
  float: none;
}
.nav-tabs.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-tabs.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-tabs.nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs.nav-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs.nav-justified > .active > a,
.nav-tabs.nav-justified > .active > a:hover,
.nav-tabs.nav-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs.nav-justified > .active > a,
  .nav-tabs.nav-justified > .active > a:hover,
  .nav-tabs.nav-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.nav-pills > li {
  float: left;
}
.nav-pills > li > a {
  border-radius: 2px;
}
.nav-pills > li + li {
  margin-left: 2px;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
  color: #fff;
  background-color: #337ab7;
}
.nav-stacked > li {
  float: none;
}
.nav-stacked > li + li {
  margin-top: 2px;
  margin-left: 0;
}
.nav-justified {
  width: 100%;
}
.nav-justified > li {
  float: none;
}
.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs-justified {
  border-bottom: 0;
}
.nav-tabs-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs-justified > .active > a,
.nav-tabs-justified > .active > a:hover,
.nav-tabs-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs-justified > .active > a,
  .nav-tabs-justified > .active > a:hover,
  .nav-tabs-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.tab-content > .tab-pane {
  display: none;
}
.tab-content > .active {
  display: block;
}
.nav-tabs .dropdown-menu {
  margin-top: -1px;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar {
  position: relative;
  min-height: 30px;
  margin-bottom: 18px;
  border: 1px solid transparent;
}
@media (min-width: 541px) {
  .navbar {
    border-radius: 2px;
  }
}
@media (min-width: 541px) {
  .navbar-header {
    float: left;
  }
}
.navbar-collapse {
  overflow-x: visible;
  padding-right: 0px;
  padding-left: 0px;
  border-top: 1px solid transparent;
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
  -webkit-overflow-scrolling: touch;
}
.navbar-collapse.in {
  overflow-y: auto;
}
@media (min-width: 541px) {
  .navbar-collapse {
    width: auto;
    border-top: 0;
    box-shadow: none;
  }
  .navbar-collapse.collapse {
    display: block !important;
    height: auto !important;
    padding-bottom: 0;
    overflow: visible !important;
  }
  .navbar-collapse.in {
    overflow-y: visible;
  }
  .navbar-fixed-top .navbar-collapse,
  .navbar-static-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    padding-left: 0;
    padding-right: 0;
  }
}
.navbar-fixed-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
  max-height: 340px;
}
@media (max-device-width: 540px) and (orientation: landscape) {
  .navbar-fixed-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    max-height: 200px;
  }
}
.container > .navbar-header,
.container-fluid > .navbar-header,
.container > .navbar-collapse,
.container-fluid > .navbar-collapse {
  margin-right: 0px;
  margin-left: 0px;
}
@media (min-width: 541px) {
  .container > .navbar-header,
  .container-fluid > .navbar-header,
  .container > .navbar-collapse,
  .container-fluid > .navbar-collapse {
    margin-right: 0;
    margin-left: 0;
  }
}
.navbar-static-top {
  z-index: 1000;
  border-width: 0 0 1px;
}
@media (min-width: 541px) {
  .navbar-static-top {
    border-radius: 0;
  }
}
.navbar-fixed-top,
.navbar-fixed-bottom {
  position: fixed;
  right: 0;
  left: 0;
  z-index: 1030;
}
@media (min-width: 541px) {
  .navbar-fixed-top,
  .navbar-fixed-bottom {
    border-radius: 0;
  }
}
.navbar-fixed-top {
  top: 0;
  border-width: 0 0 1px;
}
.navbar-fixed-bottom {
  bottom: 0;
  margin-bottom: 0;
  border-width: 1px 0 0;
}
.navbar-brand {
  float: left;
  padding: 6px 0px;
  font-size: 17px;
  line-height: 18px;
  height: 30px;
}
.navbar-brand:hover,
.navbar-brand:focus {
  text-decoration: none;
}
.navbar-brand > img {
  display: block;
}
@media (min-width: 541px) {
  .navbar > .container .navbar-brand,
  .navbar > .container-fluid .navbar-brand {
    margin-left: 0px;
  }
}
.navbar-toggle {
  position: relative;
  float: right;
  margin-right: 0px;
  padding: 9px 10px;
  margin-top: -2px;
  margin-bottom: -2px;
  background-color: transparent;
  background-image: none;
  border: 1px solid transparent;
  border-radius: 2px;
}
.navbar-toggle:focus {
  outline: 0;
}
.navbar-toggle .icon-bar {
  display: block;
  width: 22px;
  height: 2px;
  border-radius: 1px;
}
.navbar-toggle .icon-bar + .icon-bar {
  margin-top: 4px;
}
@media (min-width: 541px) {
  .navbar-toggle {
    display: none;
  }
}
.navbar-nav {
  margin: 3px 0px;
}
.navbar-nav > li > a {
  padding-top: 10px;
  padding-bottom: 10px;
  line-height: 18px;
}
@media (max-width: 540px) {
  .navbar-nav .open .dropdown-menu {
    position: static;
    float: none;
    width: auto;
    margin-top: 0;
    background-color: transparent;
    border: 0;
    box-shadow: none;
  }
  .navbar-nav .open .dropdown-menu > li > a,
  .navbar-nav .open .dropdown-menu .dropdown-header {
    padding: 5px 15px 5px 25px;
  }
  .navbar-nav .open .dropdown-menu > li > a {
    line-height: 18px;
  }
  .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-nav .open .dropdown-menu > li > a:focus {
    background-image: none;
  }
}
@media (min-width: 541px) {
  .navbar-nav {
    float: left;
    margin: 0;
  }
  .navbar-nav > li {
    float: left;
  }
  .navbar-nav > li > a {
    padding-top: 6px;
    padding-bottom: 6px;
  }
}
.navbar-form {
  margin-left: 0px;
  margin-right: 0px;
  padding: 10px 0px;
  border-top: 1px solid transparent;
  border-bottom: 1px solid transparent;
  -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  margin-top: -1px;
  margin-bottom: -1px;
}
@media (min-width: 768px) {
  .navbar-form .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .navbar-form .form-control-static {
    display: inline-block;
  }
  .navbar-form .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .navbar-form .input-group .input-group-addon,
  .navbar-form .input-group .input-group-btn,
  .navbar-form .input-group .form-control {
    width: auto;
  }
  .navbar-form .input-group > .form-control {
    width: 100%;
  }
  .navbar-form .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio,
  .navbar-form .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio label,
  .navbar-form .checkbox label {
    padding-left: 0;
  }
  .navbar-form .radio input[type="radio"],
  .navbar-form .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .navbar-form .has-feedback .form-control-feedback {
    top: 0;
  }
}
@media (max-width: 540px) {
  .navbar-form .form-group {
    margin-bottom: 5px;
  }
  .navbar-form .form-group:last-child {
    margin-bottom: 0;
  }
}
@media (min-width: 541px) {
  .navbar-form {
    width: auto;
    border: 0;
    margin-left: 0;
    margin-right: 0;
    padding-top: 0;
    padding-bottom: 0;
    -webkit-box-shadow: none;
    box-shadow: none;
  }
}
.navbar-nav > li > .dropdown-menu {
  margin-top: 0;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
  margin-bottom: 0;
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.navbar-btn {
  margin-top: -1px;
  margin-bottom: -1px;
}
.navbar-btn.btn-sm {
  margin-top: 0px;
  margin-bottom: 0px;
}
.navbar-btn.btn-xs {
  margin-top: 4px;
  margin-bottom: 4px;
}
.navbar-text {
  margin-top: 6px;
  margin-bottom: 6px;
}
@media (min-width: 541px) {
  .navbar-text {
    float: left;
    margin-left: 0px;
    margin-right: 0px;
  }
}
@media (min-width: 541px) {
  .navbar-left {
    float: left !important;
    float: left;
  }
  .navbar-right {
    float: right !important;
    float: right;
    margin-right: 0px;
  }
  .navbar-right ~ .navbar-right {
    margin-right: 0;
  }
}
.navbar-default {
  background-color: #f8f8f8;
  border-color: #e7e7e7;
}
.navbar-default .navbar-brand {
  color: #777;
}
.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
  color: #5e5e5e;
  background-color: transparent;
}
.navbar-default .navbar-text {
  color: #777;
}
.navbar-default .navbar-nav > li > a {
  color: #777;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
  color: #333;
  background-color: transparent;
}
.navbar-default .navbar-nav > .active > a,
.navbar-default .navbar-nav > .active > a:hover,
.navbar-default .navbar-nav > .active > a:focus {
  color: #555;
  background-color: #e7e7e7;
}
.navbar-default .navbar-nav > .disabled > a,
.navbar-default .navbar-nav > .disabled > a:hover,
.navbar-default .navbar-nav > .disabled > a:focus {
  color: #ccc;
  background-color: transparent;
}
.navbar-default .navbar-toggle {
  border-color: #ddd;
}
.navbar-default .navbar-toggle:hover,
.navbar-default .navbar-toggle:focus {
  background-color: #ddd;
}
.navbar-default .navbar-toggle .icon-bar {
  background-color: #888;
}
.navbar-default .navbar-collapse,
.navbar-default .navbar-form {
  border-color: #e7e7e7;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
  background-color: #e7e7e7;
  color: #555;
}
@media (max-width: 540px) {
  .navbar-default .navbar-nav .open .dropdown-menu > li > a {
    color: #777;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #333;
    background-color: transparent;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #555;
    background-color: #e7e7e7;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #ccc;
    background-color: transparent;
  }
}
.navbar-default .navbar-link {
  color: #777;
}
.navbar-default .navbar-link:hover {
  color: #333;
}
.navbar-default .btn-link {
  color: #777;
}
.navbar-default .btn-link:hover,
.navbar-default .btn-link:focus {
  color: #333;
}
.navbar-default .btn-link[disabled]:hover,
fieldset[disabled] .navbar-default .btn-link:hover,
.navbar-default .btn-link[disabled]:focus,
fieldset[disabled] .navbar-default .btn-link:focus {
  color: #ccc;
}
.navbar-inverse {
  background-color: #222;
  border-color: #080808;
}
.navbar-inverse .navbar-brand {
  color: #9d9d9d;
}
.navbar-inverse .navbar-brand:hover,
.navbar-inverse .navbar-brand:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-text {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a:hover,
.navbar-inverse .navbar-nav > li > a:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-nav > .active > a,
.navbar-inverse .navbar-nav > .active > a:hover,
.navbar-inverse .navbar-nav > .active > a:focus {
  color: #fff;
  background-color: #080808;
}
.navbar-inverse .navbar-nav > .disabled > a,
.navbar-inverse .navbar-nav > .disabled > a:hover,
.navbar-inverse .navbar-nav > .disabled > a:focus {
  color: #444;
  background-color: transparent;
}
.navbar-inverse .navbar-toggle {
  border-color: #333;
}
.navbar-inverse .navbar-toggle:hover,
.navbar-inverse .navbar-toggle:focus {
  background-color: #333;
}
.navbar-inverse .navbar-toggle .icon-bar {
  background-color: #fff;
}
.navbar-inverse .navbar-collapse,
.navbar-inverse .navbar-form {
  border-color: #101010;
}
.navbar-inverse .navbar-nav > .open > a,
.navbar-inverse .navbar-nav > .open > a:hover,
.navbar-inverse .navbar-nav > .open > a:focus {
  background-color: #080808;
  color: #fff;
}
@media (max-width: 540px) {
  .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
    border-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
    color: #9d9d9d;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #fff;
    background-color: transparent;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #fff;
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #444;
    background-color: transparent;
  }
}
.navbar-inverse .navbar-link {
  color: #9d9d9d;
}
.navbar-inverse .navbar-link:hover {
  color: #fff;
}
.navbar-inverse .btn-link {
  color: #9d9d9d;
}
.navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link:focus {
  color: #fff;
}
.navbar-inverse .btn-link[disabled]:hover,
fieldset[disabled] .navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link[disabled]:focus,
fieldset[disabled] .navbar-inverse .btn-link:focus {
  color: #444;
}
.breadcrumb {
  padding: 8px 15px;
  margin-bottom: 18px;
  list-style: none;
  background-color: #f5f5f5;
  border-radius: 2px;
}
.breadcrumb > li {
  display: inline-block;
}
.breadcrumb > li + li:before {
  content: "/\00a0";
  padding: 0 5px;
  color: #5e5e5e;
}
.breadcrumb > .active {
  color: #777777;
}
.pagination {
  display: inline-block;
  padding-left: 0;
  margin: 18px 0;
  border-radius: 2px;
}
.pagination > li {
  display: inline;
}
.pagination > li > a,
.pagination > li > span {
  position: relative;
  float: left;
  padding: 6px 12px;
  line-height: 1.42857143;
  text-decoration: none;
  color: #337ab7;
  background-color: #fff;
  border: 1px solid #ddd;
  margin-left: -1px;
}
.pagination > li:first-child > a,
.pagination > li:first-child > span {
  margin-left: 0;
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.pagination > li:last-child > a,
.pagination > li:last-child > span {
  border-bottom-right-radius: 2px;
  border-top-right-radius: 2px;
}
.pagination > li > a:hover,
.pagination > li > span:hover,
.pagination > li > a:focus,
.pagination > li > span:focus {
  z-index: 2;
  color: #23527c;
  background-color: #eeeeee;
  border-color: #ddd;
}
.pagination > .active > a,
.pagination > .active > span,
.pagination > .active > a:hover,
.pagination > .active > span:hover,
.pagination > .active > a:focus,
.pagination > .active > span:focus {
  z-index: 3;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
  cursor: default;
}
.pagination > .disabled > span,
.pagination > .disabled > span:hover,
.pagination > .disabled > span:focus,
.pagination > .disabled > a,
.pagination > .disabled > a:hover,
.pagination > .disabled > a:focus {
  color: #777777;
  background-color: #fff;
  border-color: #ddd;
  cursor: not-allowed;
}
.pagination-lg > li > a,
.pagination-lg > li > span {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.pagination-lg > li:first-child > a,
.pagination-lg > li:first-child > span {
  border-bottom-left-radius: 3px;
  border-top-left-radius: 3px;
}
.pagination-lg > li:last-child > a,
.pagination-lg > li:last-child > span {
  border-bottom-right-radius: 3px;
  border-top-right-radius: 3px;
}
.pagination-sm > li > a,
.pagination-sm > li > span {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.pagination-sm > li:first-child > a,
.pagination-sm > li:first-child > span {
  border-bottom-left-radius: 1px;
  border-top-left-radius: 1px;
}
.pagination-sm > li:last-child > a,
.pagination-sm > li:last-child > span {
  border-bottom-right-radius: 1px;
  border-top-right-radius: 1px;
}
.pager {
  padding-left: 0;
  margin: 18px 0;
  list-style: none;
  text-align: center;
}
.pager li {
  display: inline;
}
.pager li > a,
.pager li > span {
  display: inline-block;
  padding: 5px 14px;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 15px;
}
.pager li > a:hover,
.pager li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.pager .next > a,
.pager .next > span {
  float: right;
}
.pager .previous > a,
.pager .previous > span {
  float: left;
}
.pager .disabled > a,
.pager .disabled > a:hover,
.pager .disabled > a:focus,
.pager .disabled > span {
  color: #777777;
  background-color: #fff;
  cursor: not-allowed;
}
.label {
  display: inline;
  padding: .2em .6em .3em;
  font-size: 75%;
  font-weight: bold;
  line-height: 1;
  color: #fff;
  text-align: center;
  white-space: nowrap;
  vertical-align: baseline;
  border-radius: .25em;
}
a.label:hover,
a.label:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.label:empty {
  display: none;
}
.btn .label {
  position: relative;
  top: -1px;
}
.label-default {
  background-color: #777777;
}
.label-default[href]:hover,
.label-default[href]:focus {
  background-color: #5e5e5e;
}
.label-primary {
  background-color: #337ab7;
}
.label-primary[href]:hover,
.label-primary[href]:focus {
  background-color: #286090;
}
.label-success {
  background-color: #5cb85c;
}
.label-success[href]:hover,
.label-success[href]:focus {
  background-color: #449d44;
}
.label-info {
  background-color: #5bc0de;
}
.label-info[href]:hover,
.label-info[href]:focus {
  background-color: #31b0d5;
}
.label-warning {
  background-color: #f0ad4e;
}
.label-warning[href]:hover,
.label-warning[href]:focus {
  background-color: #ec971f;
}
.label-danger {
  background-color: #d9534f;
}
.label-danger[href]:hover,
.label-danger[href]:focus {
  background-color: #c9302c;
}
.badge {
  display: inline-block;
  min-width: 10px;
  padding: 3px 7px;
  font-size: 12px;
  font-weight: bold;
  color: #fff;
  line-height: 1;
  vertical-align: middle;
  white-space: nowrap;
  text-align: center;
  background-color: #777777;
  border-radius: 10px;
}
.badge:empty {
  display: none;
}
.btn .badge {
  position: relative;
  top: -1px;
}
.btn-xs .badge,
.btn-group-xs > .btn .badge {
  top: 0;
  padding: 1px 5px;
}
a.badge:hover,
a.badge:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.list-group-item.active > .badge,
.nav-pills > .active > a > .badge {
  color: #337ab7;
  background-color: #fff;
}
.list-group-item > .badge {
  float: right;
}
.list-group-item > .badge + .badge {
  margin-right: 5px;
}
.nav-pills > li > a > .badge {
  margin-left: 3px;
}
.jumbotron {
  padding-top: 30px;
  padding-bottom: 30px;
  margin-bottom: 30px;
  color: inherit;
  background-color: #eeeeee;
}
.jumbotron h1,
.jumbotron .h1 {
  color: inherit;
}
.jumbotron p {
  margin-bottom: 15px;
  font-size: 20px;
  font-weight: 200;
}
.jumbotron > hr {
  border-top-color: #d5d5d5;
}
.container .jumbotron,
.container-fluid .jumbotron {
  border-radius: 3px;
  padding-left: 0px;
  padding-right: 0px;
}
.jumbotron .container {
  max-width: 100%;
}
@media screen and (min-width: 768px) {
  .jumbotron {
    padding-top: 48px;
    padding-bottom: 48px;
  }
  .container .jumbotron,
  .container-fluid .jumbotron {
    padding-left: 60px;
    padding-right: 60px;
  }
  .jumbotron h1,
  .jumbotron .h1 {
    font-size: 59px;
  }
}
.thumbnail {
  display: block;
  padding: 4px;
  margin-bottom: 18px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: border 0.2s ease-in-out;
  -o-transition: border 0.2s ease-in-out;
  transition: border 0.2s ease-in-out;
}
.thumbnail > img,
.thumbnail a > img {
  margin-left: auto;
  margin-right: auto;
}
a.thumbnail:hover,
a.thumbnail:focus,
a.thumbnail.active {
  border-color: #337ab7;
}
.thumbnail .caption {
  padding: 9px;
  color: #000;
}
.alert {
  padding: 15px;
  margin-bottom: 18px;
  border: 1px solid transparent;
  border-radius: 2px;
}
.alert h4 {
  margin-top: 0;
  color: inherit;
}
.alert .alert-link {
  font-weight: bold;
}
.alert > p,
.alert > ul {
  margin-bottom: 0;
}
.alert > p + p {
  margin-top: 5px;
}
.alert-dismissable,
.alert-dismissible {
  padding-right: 35px;
}
.alert-dismissable .close,
.alert-dismissible .close {
  position: relative;
  top: -2px;
  right: -21px;
  color: inherit;
}
.alert-success {
  background-color: #dff0d8;
  border-color: #d6e9c6;
  color: #3c763d;
}
.alert-success hr {
  border-top-color: #c9e2b3;
}
.alert-success .alert-link {
  color: #2b542c;
}
.alert-info {
  background-color: #d9edf7;
  border-color: #bce8f1;
  color: #31708f;
}
.alert-info hr {
  border-top-color: #a6e1ec;
}
.alert-info .alert-link {
  color: #245269;
}
.alert-warning {
  background-color: #fcf8e3;
  border-color: #faebcc;
  color: #8a6d3b;
}
.alert-warning hr {
  border-top-color: #f7e1b5;
}
.alert-warning .alert-link {
  color: #66512c;
}
.alert-danger {
  background-color: #f2dede;
  border-color: #ebccd1;
  color: #a94442;
}
.alert-danger hr {
  border-top-color: #e4b9c0;
}
.alert-danger .alert-link {
  color: #843534;
}
@-webkit-keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
@keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
.progress {
  overflow: hidden;
  height: 18px;
  margin-bottom: 18px;
  background-color: #f5f5f5;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
  box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
}
.progress-bar {
  float: left;
  width: 0%;
  height: 100%;
  font-size: 12px;
  line-height: 18px;
  color: #fff;
  text-align: center;
  background-color: #337ab7;
  -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  -webkit-transition: width 0.6s ease;
  -o-transition: width 0.6s ease;
  transition: width 0.6s ease;
}
.progress-striped .progress-bar,
.progress-bar-striped {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-size: 40px 40px;
}
.progress.active .progress-bar,
.progress-bar.active {
  -webkit-animation: progress-bar-stripes 2s linear infinite;
  -o-animation: progress-bar-stripes 2s linear infinite;
  animation: progress-bar-stripes 2s linear infinite;
}
.progress-bar-success {
  background-color: #5cb85c;
}
.progress-striped .progress-bar-success {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-info {
  background-color: #5bc0de;
}
.progress-striped .progress-bar-info {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-warning {
  background-color: #f0ad4e;
}
.progress-striped .progress-bar-warning {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-danger {
  background-color: #d9534f;
}
.progress-striped .progress-bar-danger {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.media {
  margin-top: 15px;
}
.media:first-child {
  margin-top: 0;
}
.media,
.media-body {
  zoom: 1;
  overflow: hidden;
}
.media-body {
  width: 10000px;
}
.media-object {
  display: block;
}
.media-object.img-thumbnail {
  max-width: none;
}
.media-right,
.media > .pull-right {
  padding-left: 10px;
}
.media-left,
.media > .pull-left {
  padding-right: 10px;
}
.media-left,
.media-right,
.media-body {
  display: table-cell;
  vertical-align: top;
}
.media-middle {
  vertical-align: middle;
}
.media-bottom {
  vertical-align: bottom;
}
.media-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.media-list {
  padding-left: 0;
  list-style: none;
}
.list-group {
  margin-bottom: 20px;
  padding-left: 0;
}
.list-group-item {
  position: relative;
  display: block;
  padding: 10px 15px;
  margin-bottom: -1px;
  background-color: #fff;
  border: 1px solid #ddd;
}
.list-group-item:first-child {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
}
.list-group-item:last-child {
  margin-bottom: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
a.list-group-item,
button.list-group-item {
  color: #555;
}
a.list-group-item .list-group-item-heading,
button.list-group-item .list-group-item-heading {
  color: #333;
}
a.list-group-item:hover,
button.list-group-item:hover,
a.list-group-item:focus,
button.list-group-item:focus {
  text-decoration: none;
  color: #555;
  background-color: #f5f5f5;
}
button.list-group-item {
  width: 100%;
  text-align: left;
}
.list-group-item.disabled,
.list-group-item.disabled:hover,
.list-group-item.disabled:focus {
  background-color: #eeeeee;
  color: #777777;
  cursor: not-allowed;
}
.list-group-item.disabled .list-group-item-heading,
.list-group-item.disabled:hover .list-group-item-heading,
.list-group-item.disabled:focus .list-group-item-heading {
  color: inherit;
}
.list-group-item.disabled .list-group-item-text,
.list-group-item.disabled:hover .list-group-item-text,
.list-group-item.disabled:focus .list-group-item-text {
  color: #777777;
}
.list-group-item.active,
.list-group-item.active:hover,
.list-group-item.active:focus {
  z-index: 2;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.list-group-item.active .list-group-item-heading,
.list-group-item.active:hover .list-group-item-heading,
.list-group-item.active:focus .list-group-item-heading,
.list-group-item.active .list-group-item-heading > small,
.list-group-item.active:hover .list-group-item-heading > small,
.list-group-item.active:focus .list-group-item-heading > small,
.list-group-item.active .list-group-item-heading > .small,
.list-group-item.active:hover .list-group-item-heading > .small,
.list-group-item.active:focus .list-group-item-heading > .small {
  color: inherit;
}
.list-group-item.active .list-group-item-text,
.list-group-item.active:hover .list-group-item-text,
.list-group-item.active:focus .list-group-item-text {
  color: #c7ddef;
}
.list-group-item-success {
  color: #3c763d;
  background-color: #dff0d8;
}
a.list-group-item-success,
button.list-group-item-success {
  color: #3c763d;
}
a.list-group-item-success .list-group-item-heading,
button.list-group-item-success .list-group-item-heading {
  color: inherit;
}
a.list-group-item-success:hover,
button.list-group-item-success:hover,
a.list-group-item-success:focus,
button.list-group-item-success:focus {
  color: #3c763d;
  background-color: #d0e9c6;
}
a.list-group-item-success.active,
button.list-group-item-success.active,
a.list-group-item-success.active:hover,
button.list-group-item-success.active:hover,
a.list-group-item-success.active:focus,
button.list-group-item-success.active:focus {
  color: #fff;
  background-color: #3c763d;
  border-color: #3c763d;
}
.list-group-item-info {
  color: #31708f;
  background-color: #d9edf7;
}
a.list-group-item-info,
button.list-group-item-info {
  color: #31708f;
}
a.list-group-item-info .list-group-item-heading,
button.list-group-item-info .list-group-item-heading {
  color: inherit;
}
a.list-group-item-info:hover,
button.list-group-item-info:hover,
a.list-group-item-info:focus,
button.list-group-item-info:focus {
  color: #31708f;
  background-color: #c4e3f3;
}
a.list-group-item-info.active,
button.list-group-item-info.active,
a.list-group-item-info.active:hover,
button.list-group-item-info.active:hover,
a.list-group-item-info.active:focus,
button.list-group-item-info.active:focus {
  color: #fff;
  background-color: #31708f;
  border-color: #31708f;
}
.list-group-item-warning {
  color: #8a6d3b;
  background-color: #fcf8e3;
}
a.list-group-item-warning,
button.list-group-item-warning {
  color: #8a6d3b;
}
a.list-group-item-warning .list-group-item-heading,
button.list-group-item-warning .list-group-item-heading {
  color: inherit;
}
a.list-group-item-warning:hover,
button.list-group-item-warning:hover,
a.list-group-item-warning:focus,
button.list-group-item-warning:focus {
  color: #8a6d3b;
  background-color: #faf2cc;
}
a.list-group-item-warning.active,
button.list-group-item-warning.active,
a.list-group-item-warning.active:hover,
button.list-group-item-warning.active:hover,
a.list-group-item-warning.active:focus,
button.list-group-item-warning.active:focus {
  color: #fff;
  background-color: #8a6d3b;
  border-color: #8a6d3b;
}
.list-group-item-danger {
  color: #a94442;
  background-color: #f2dede;
}
a.list-group-item-danger,
button.list-group-item-danger {
  color: #a94442;
}
a.list-group-item-danger .list-group-item-heading,
button.list-group-item-danger .list-group-item-heading {
  color: inherit;
}
a.list-group-item-danger:hover,
button.list-group-item-danger:hover,
a.list-group-item-danger:focus,
button.list-group-item-danger:focus {
  color: #a94442;
  background-color: #ebcccc;
}
a.list-group-item-danger.active,
button.list-group-item-danger.active,
a.list-group-item-danger.active:hover,
button.list-group-item-danger.active:hover,
a.list-group-item-danger.active:focus,
button.list-group-item-danger.active:focus {
  color: #fff;
  background-color: #a94442;
  border-color: #a94442;
}
.list-group-item-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.list-group-item-text {
  margin-bottom: 0;
  line-height: 1.3;
}
.panel {
  margin-bottom: 18px;
  background-color: #fff;
  border: 1px solid transparent;
  border-radius: 2px;
  -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
}
.panel-body {
  padding: 15px;
}
.panel-heading {
  padding: 10px 15px;
  border-bottom: 1px solid transparent;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel-heading > .dropdown .dropdown-toggle {
  color: inherit;
}
.panel-title {
  margin-top: 0;
  margin-bottom: 0;
  font-size: 15px;
  color: inherit;
}
.panel-title > a,
.panel-title > small,
.panel-title > .small,
.panel-title > small > a,
.panel-title > .small > a {
  color: inherit;
}
.panel-footer {
  padding: 10px 15px;
  background-color: #f5f5f5;
  border-top: 1px solid #ddd;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .list-group,
.panel > .panel-collapse > .list-group {
  margin-bottom: 0;
}
.panel > .list-group .list-group-item,
.panel > .panel-collapse > .list-group .list-group-item {
  border-width: 1px 0;
  border-radius: 0;
}
.panel > .list-group:first-child .list-group-item:first-child,
.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
  border-top: 0;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .list-group:last-child .list-group-item:last-child,
.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
  border-bottom: 0;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.panel-heading + .list-group .list-group-item:first-child {
  border-top-width: 0;
}
.list-group + .panel-footer {
  border-top-width: 0;
}
.panel > .table,
.panel > .table-responsive > .table,
.panel > .panel-collapse > .table {
  margin-bottom: 0;
}
.panel > .table caption,
.panel > .table-responsive > .table caption,
.panel > .panel-collapse > .table caption {
  padding-left: 15px;
  padding-right: 15px;
}
.panel > .table:first-child,
.panel > .table-responsive:first-child > .table:first-child {
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
  border-top-left-radius: 1px;
  border-top-right-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
  border-top-right-radius: 1px;
}
.panel > .table:last-child,
.panel > .table-responsive:last-child > .table:last-child {
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
  border-bottom-left-radius: 1px;
  border-bottom-right-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
  border-bottom-right-radius: 1px;
}
.panel > .panel-body + .table,
.panel > .panel-body + .table-responsive,
.panel > .table + .panel-body,
.panel > .table-responsive + .panel-body {
  border-top: 1px solid #ddd;
}
.panel > .table > tbody:first-child > tr:first-child th,
.panel > .table > tbody:first-child > tr:first-child td {
  border-top: 0;
}
.panel > .table-bordered,
.panel > .table-responsive > .table-bordered {
  border: 0;
}
.panel > .table-bordered > thead > tr > th:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
.panel > .table-bordered > tbody > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
.panel > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-bordered > thead > tr > td:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
.panel > .table-bordered > tbody > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
.panel > .table-bordered > tfoot > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
  border-left: 0;
}
.panel > .table-bordered > thead > tr > th:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
.panel > .table-bordered > tbody > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
.panel > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-bordered > thead > tr > td:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
.panel > .table-bordered > tbody > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
.panel > .table-bordered > tfoot > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
  border-right: 0;
}
.panel > .table-bordered > thead > tr:first-child > td,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
.panel > .table-bordered > tbody > tr:first-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
.panel > .table-bordered > thead > tr:first-child > th,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
.panel > .table-bordered > tbody > tr:first-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
  border-bottom: 0;
}
.panel > .table-bordered > tbody > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
.panel > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-bordered > tbody > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
.panel > .table-bordered > tfoot > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
  border-bottom: 0;
}
.panel > .table-responsive {
  border: 0;
  margin-bottom: 0;
}
.panel-group {
  margin-bottom: 18px;
}
.panel-group .panel {
  margin-bottom: 0;
  border-radius: 2px;
}
.panel-group .panel + .panel {
  margin-top: 5px;
}
.panel-group .panel-heading {
  border-bottom: 0;
}
.panel-group .panel-heading + .panel-collapse > .panel-body,
.panel-group .panel-heading + .panel-collapse > .list-group {
  border-top: 1px solid #ddd;
}
.panel-group .panel-footer {
  border-top: 0;
}
.panel-group .panel-footer + .panel-collapse .panel-body {
  border-bottom: 1px solid #ddd;
}
.panel-default {
  border-color: #ddd;
}
.panel-default > .panel-heading {
  color: #333333;
  background-color: #f5f5f5;
  border-color: #ddd;
}
.panel-default > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ddd;
}
.panel-default > .panel-heading .badge {
  color: #f5f5f5;
  background-color: #333333;
}
.panel-default > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ddd;
}
.panel-primary {
  border-color: #337ab7;
}
.panel-primary > .panel-heading {
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.panel-primary > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #337ab7;
}
.panel-primary > .panel-heading .badge {
  color: #337ab7;
  background-color: #fff;
}
.panel-primary > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #337ab7;
}
.panel-success {
  border-color: #d6e9c6;
}
.panel-success > .panel-heading {
  color: #3c763d;
  background-color: #dff0d8;
  border-color: #d6e9c6;
}
.panel-success > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #d6e9c6;
}
.panel-success > .panel-heading .badge {
  color: #dff0d8;
  background-color: #3c763d;
}
.panel-success > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #d6e9c6;
}
.panel-info {
  border-color: #bce8f1;
}
.panel-info > .panel-heading {
  color: #31708f;
  background-color: #d9edf7;
  border-color: #bce8f1;
}
.panel-info > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #bce8f1;
}
.panel-info > .panel-heading .badge {
  color: #d9edf7;
  background-color: #31708f;
}
.panel-info > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #bce8f1;
}
.panel-warning {
  border-color: #faebcc;
}
.panel-warning > .panel-heading {
  color: #8a6d3b;
  background-color: #fcf8e3;
  border-color: #faebcc;
}
.panel-warning > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #faebcc;
}
.panel-warning > .panel-heading .badge {
  color: #fcf8e3;
  background-color: #8a6d3b;
}
.panel-warning > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #faebcc;
}
.panel-danger {
  border-color: #ebccd1;
}
.panel-danger > .panel-heading {
  color: #a94442;
  background-color: #f2dede;
  border-color: #ebccd1;
}
.panel-danger > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ebccd1;
}
.panel-danger > .panel-heading .badge {
  color: #f2dede;
  background-color: #a94442;
}
.panel-danger > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ebccd1;
}
.embed-responsive {
  position: relative;
  display: block;
  height: 0;
  padding: 0;
  overflow: hidden;
}
.embed-responsive .embed-responsive-item,
.embed-responsive iframe,
.embed-responsive embed,
.embed-responsive object,
.embed-responsive video {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  height: 100%;
  width: 100%;
  border: 0;
}
.embed-responsive-16by9 {
  padding-bottom: 56.25%;
}
.embed-responsive-4by3 {
  padding-bottom: 75%;
}
.well {
  min-height: 20px;
  padding: 19px;
  margin-bottom: 20px;
  background-color: #f5f5f5;
  border: 1px solid #e3e3e3;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
}
.well blockquote {
  border-color: #ddd;
  border-color: rgba(0, 0, 0, 0.15);
}
.well-lg {
  padding: 24px;
  border-radius: 3px;
}
.well-sm {
  padding: 9px;
  border-radius: 1px;
}
.close {
  float: right;
  font-size: 19.5px;
  font-weight: bold;
  line-height: 1;
  color: #000;
  text-shadow: 0 1px 0 #fff;
  opacity: 0.2;
  filter: alpha(opacity=20);
}
.close:hover,
.close:focus {
  color: #000;
  text-decoration: none;
  cursor: pointer;
  opacity: 0.5;
  filter: alpha(opacity=50);
}
button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
}
.modal-open {
  overflow: hidden;
}
.modal {
  display: none;
  overflow: hidden;
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1050;
  -webkit-overflow-scrolling: touch;
  outline: 0;
}
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, -25%);
  -ms-transform: translate(0, -25%);
  -o-transform: translate(0, -25%);
  transform: translate(0, -25%);
  -webkit-transition: -webkit-transform 0.3s ease-out;
  -moz-transition: -moz-transform 0.3s ease-out;
  -o-transition: -o-transform 0.3s ease-out;
  transition: transform 0.3s ease-out;
}
.modal.in .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
.modal-open .modal {
  overflow-x: hidden;
  overflow-y: auto;
}
.modal-dialog {
  position: relative;
  width: auto;
  margin: 10px;
}
.modal-content {
  position: relative;
  background-color: #fff;
  border: 1px solid #999;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  background-clip: padding-box;
  outline: 0;
}
.modal-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1040;
  background-color: #000;
}
.modal-backdrop.fade {
  opacity: 0;
  filter: alpha(opacity=0);
}
.modal-backdrop.in {
  opacity: 0.5;
  filter: alpha(opacity=50);
}
.modal-header {
  padding: 15px;
  border-bottom: 1px solid #e5e5e5;
}
.modal-header .close {
  margin-top: -2px;
}
.modal-title {
  margin: 0;
  line-height: 1.42857143;
}
.modal-body {
  position: relative;
  padding: 15px;
}
.modal-footer {
  padding: 15px;
  text-align: right;
  border-top: 1px solid #e5e5e5;
}
.modal-footer .btn + .btn {
  margin-left: 5px;
  margin-bottom: 0;
}
.modal-footer .btn-group .btn + .btn {
  margin-left: -1px;
}
.modal-footer .btn-block + .btn-block {
  margin-left: 0;
}
.modal-scrollbar-measure {
  position: absolute;
  top: -9999px;
  width: 50px;
  height: 50px;
  overflow: scroll;
}
@media (min-width: 768px) {
  .modal-dialog {
    width: 600px;
    margin: 30px auto;
  }
  .modal-content {
    -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
    box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
  }
  .modal-sm {
    width: 300px;
  }
}
@media (min-width: 992px) {
  .modal-lg {
    width: 900px;
  }
}
.tooltip {
  position: absolute;
  z-index: 1070;
  display: block;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 12px;
  opacity: 0;
  filter: alpha(opacity=0);
}
.tooltip.in {
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.tooltip.top {
  margin-top: -3px;
  padding: 5px 0;
}
.tooltip.right {
  margin-left: 3px;
  padding: 0 5px;
}
.tooltip.bottom {
  margin-top: 3px;
  padding: 5px 0;
}
.tooltip.left {
  margin-left: -3px;
  padding: 0 5px;
}
.tooltip-inner {
  max-width: 200px;
  padding: 3px 8px;
  color: #fff;
  text-align: center;
  background-color: #000;
  border-radius: 2px;
}
.tooltip-arrow {
  position: absolute;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.tooltip.top .tooltip-arrow {
  bottom: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-left .tooltip-arrow {
  bottom: 0;
  right: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-right .tooltip-arrow {
  bottom: 0;
  left: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.right .tooltip-arrow {
  top: 50%;
  left: 0;
  margin-top: -5px;
  border-width: 5px 5px 5px 0;
  border-right-color: #000;
}
.tooltip.left .tooltip-arrow {
  top: 50%;
  right: 0;
  margin-top: -5px;
  border-width: 5px 0 5px 5px;
  border-left-color: #000;
}
.tooltip.bottom .tooltip-arrow {
  top: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-left .tooltip-arrow {
  top: 0;
  right: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-right .tooltip-arrow {
  top: 0;
  left: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.popover {
  position: absolute;
  top: 0;
  left: 0;
  z-index: 1060;
  display: none;
  max-width: 276px;
  padding: 1px;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 13px;
  background-color: #fff;
  background-clip: padding-box;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
  box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
}
.popover.top {
  margin-top: -10px;
}
.popover.right {
  margin-left: 10px;
}
.popover.bottom {
  margin-top: 10px;
}
.popover.left {
  margin-left: -10px;
}
.popover-title {
  margin: 0;
  padding: 8px 14px;
  font-size: 13px;
  background-color: #f7f7f7;
  border-bottom: 1px solid #ebebeb;
  border-radius: 2px 2px 0 0;
}
.popover-content {
  padding: 9px 14px;
}
.popover > .arrow,
.popover > .arrow:after {
  position: absolute;
  display: block;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.popover > .arrow {
  border-width: 11px;
}
.popover > .arrow:after {
  border-width: 10px;
  content: "";
}
.popover.top > .arrow {
  left: 50%;
  margin-left: -11px;
  border-bottom-width: 0;
  border-top-color: #999999;
  border-top-color: rgba(0, 0, 0, 0.25);
  bottom: -11px;
}
.popover.top > .arrow:after {
  content: " ";
  bottom: 1px;
  margin-left: -10px;
  border-bottom-width: 0;
  border-top-color: #fff;
}
.popover.right > .arrow {
  top: 50%;
  left: -11px;
  margin-top: -11px;
  border-left-width: 0;
  border-right-color: #999999;
  border-right-color: rgba(0, 0, 0, 0.25);
}
.popover.right > .arrow:after {
  content: " ";
  left: 1px;
  bottom: -10px;
  border-left-width: 0;
  border-right-color: #fff;
}
.popover.bottom > .arrow {
  left: 50%;
  margin-left: -11px;
  border-top-width: 0;
  border-bottom-color: #999999;
  border-bottom-color: rgba(0, 0, 0, 0.25);
  top: -11px;
}
.popover.bottom > .arrow:after {
  content: " ";
  top: 1px;
  margin-left: -10px;
  border-top-width: 0;
  border-bottom-color: #fff;
}
.popover.left > .arrow {
  top: 50%;
  right: -11px;
  margin-top: -11px;
  border-right-width: 0;
  border-left-color: #999999;
  border-left-color: rgba(0, 0, 0, 0.25);
}
.popover.left > .arrow:after {
  content: " ";
  right: 1px;
  border-right-width: 0;
  border-left-color: #fff;
  bottom: -10px;
}
.carousel {
  position: relative;
}
.carousel-inner {
  position: relative;
  overflow: hidden;
  width: 100%;
}
.carousel-inner > .item {
  display: none;
  position: relative;
  -webkit-transition: 0.6s ease-in-out left;
  -o-transition: 0.6s ease-in-out left;
  transition: 0.6s ease-in-out left;
}
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  line-height: 1;
}
@media all and (transform-3d), (-webkit-transform-3d) {
  .carousel-inner > .item {
    -webkit-transition: -webkit-transform 0.6s ease-in-out;
    -moz-transition: -moz-transform 0.6s ease-in-out;
    -o-transition: -o-transform 0.6s ease-in-out;
    transition: transform 0.6s ease-in-out;
    -webkit-backface-visibility: hidden;
    -moz-backface-visibility: hidden;
    backface-visibility: hidden;
    -webkit-perspective: 1000px;
    -moz-perspective: 1000px;
    perspective: 1000px;
  }
  .carousel-inner > .item.next,
  .carousel-inner > .item.active.right {
    -webkit-transform: translate3d(100%, 0, 0);
    transform: translate3d(100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.prev,
  .carousel-inner > .item.active.left {
    -webkit-transform: translate3d(-100%, 0, 0);
    transform: translate3d(-100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.next.left,
  .carousel-inner > .item.prev.right,
  .carousel-inner > .item.active {
    -webkit-transform: translate3d(0, 0, 0);
    transform: translate3d(0, 0, 0);
    left: 0;
  }
}
.carousel-inner > .active,
.carousel-inner > .next,
.carousel-inner > .prev {
  display: block;
}
.carousel-inner > .active {
  left: 0;
}
.carousel-inner > .next,
.carousel-inner > .prev {
  position: absolute;
  top: 0;
  width: 100%;
}
.carousel-inner > .next {
  left: 100%;
}
.carousel-inner > .prev {
  left: -100%;
}
.carousel-inner > .next.left,
.carousel-inner > .prev.right {
  left: 0;
}
.carousel-inner > .active.left {
  left: -100%;
}
.carousel-inner > .active.right {
  left: 100%;
}
.carousel-control {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  width: 15%;
  opacity: 0.5;
  filter: alpha(opacity=50);
  font-size: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
  background-color: rgba(0, 0, 0, 0);
}
.carousel-control.left {
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
}
.carousel-control.right {
  left: auto;
  right: 0;
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
}
.carousel-control:hover,
.carousel-control:focus {
  outline: 0;
  color: #fff;
  text-decoration: none;
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.carousel-control .icon-prev,
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right {
  position: absolute;
  top: 50%;
  margin-top: -10px;
  z-index: 5;
  display: inline-block;
}
.carousel-control .icon-prev,
.carousel-control .glyphicon-chevron-left {
  left: 50%;
  margin-left: -10px;
}
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-right {
  right: 50%;
  margin-right: -10px;
}
.carousel-control .icon-prev,
.carousel-control .icon-next {
  width: 20px;
  height: 20px;
  line-height: 1;
  font-family: serif;
}
.carousel-control .icon-prev:before {
  content: '\2039';
}
.carousel-control .icon-next:before {
  content: '\203a';
}
.carousel-indicators {
  position: absolute;
  bottom: 10px;
  left: 50%;
  z-index: 15;
  width: 60%;
  margin-left: -30%;
  padding-left: 0;
  list-style: none;
  text-align: center;
}
.carousel-indicators li {
  display: inline-block;
  width: 10px;
  height: 10px;
  margin: 1px;
  text-indent: -999px;
  border: 1px solid #fff;
  border-radius: 10px;
  cursor: pointer;
  background-color: #000 \9;
  background-color: rgba(0, 0, 0, 0);
}
.carousel-indicators .active {
  margin: 0;
  width: 12px;
  height: 12px;
  background-color: #fff;
}
.carousel-caption {
  position: absolute;
  left: 15%;
  right: 15%;
  bottom: 20px;
  z-index: 10;
  padding-top: 20px;
  padding-bottom: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
}
.carousel-caption .btn {
  text-shadow: none;
}
@media screen and (min-width: 768px) {
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-prev,
  .carousel-control .icon-next {
    width: 30px;
    height: 30px;
    margin-top: -10px;
    font-size: 30px;
  }
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .icon-prev {
    margin-left: -10px;
  }
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-next {
    margin-right: -10px;
  }
  .carousel-caption {
    left: 20%;
    right: 20%;
    padding-bottom: 30px;
  }
  .carousel-indicators {
    bottom: 20px;
  }
}
.clearfix:before,
.clearfix:after,
.dl-horizontal dd:before,
.dl-horizontal dd:after,
.container:before,
.container:after,
.container-fluid:before,
.container-fluid:after,
.row:before,
.row:after,
.form-horizontal .form-group:before,
.form-horizontal .form-group:after,
.btn-toolbar:before,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:before,
.btn-group-vertical > .btn-group:after,
.nav:before,
.nav:after,
.navbar:before,
.navbar:after,
.navbar-header:before,
.navbar-header:after,
.navbar-collapse:before,
.navbar-collapse:after,
.pager:before,
.pager:after,
.panel-body:before,
.panel-body:after,
.modal-header:before,
.modal-header:after,
.modal-footer:before,
.modal-footer:after,
.item_buttons:before,
.item_buttons:after {
  content: " ";
  display: table;
}
.clearfix:after,
.dl-horizontal dd:after,
.container:after,
.container-fluid:after,
.row:after,
.form-horizontal .form-group:after,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:after,
.nav:after,
.navbar:after,
.navbar-header:after,
.navbar-collapse:after,
.pager:after,
.panel-body:after,
.modal-header:after,
.modal-footer:after,
.item_buttons:after {
  clear: both;
}
.center-block {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.pull-right {
  float: right !important;
}
.pull-left {
  float: left !important;
}
.hide {
  display: none !important;
}
.show {
  display: block !important;
}
.invisible {
  visibility: hidden;
}
.text-hide {
  font: 0/0 a;
  color: transparent;
  text-shadow: none;
  background-color: transparent;
  border: 0;
}
.hidden {
  display: none !important;
}
.affix {
  position: fixed;
}
@-ms-viewport {
  width: device-width;
}
.visible-xs,
.visible-sm,
.visible-md,
.visible-lg {
  display: none !important;
}
.visible-xs-block,
.visible-xs-inline,
.visible-xs-inline-block,
.visible-sm-block,
.visible-sm-inline,
.visible-sm-inline-block,
.visible-md-block,
.visible-md-inline,
.visible-md-inline-block,
.visible-lg-block,
.visible-lg-inline,
.visible-lg-inline-block {
  display: none !important;
}
@media (max-width: 767px) {
  .visible-xs {
    display: block !important;
  }
  table.visible-xs {
    display: table !important;
  }
  tr.visible-xs {
    display: table-row !important;
  }
  th.visible-xs,
  td.visible-xs {
    display: table-cell !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-block {
    display: block !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline {
    display: inline !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm {
    display: block !important;
  }
  table.visible-sm {
    display: table !important;
  }
  tr.visible-sm {
    display: table-row !important;
  }
  th.visible-sm,
  td.visible-sm {
    display: table-cell !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-block {
    display: block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline {
    display: inline !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md {
    display: block !important;
  }
  table.visible-md {
    display: table !important;
  }
  tr.visible-md {
    display: table-row !important;
  }
  th.visible-md,
  td.visible-md {
    display: table-cell !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-block {
    display: block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline {
    display: inline !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg {
    display: block !important;
  }
  table.visible-lg {
    display: table !important;
  }
  tr.visible-lg {
    display: table-row !important;
  }
  th.visible-lg,
  td.visible-lg {
    display: table-cell !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-block {
    display: block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline {
    display: inline !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline-block {
    display: inline-block !important;
  }
}
@media (max-width: 767px) {
  .hidden-xs {
    display: none !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .hidden-sm {
    display: none !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .hidden-md {
    display: none !important;
  }
}
@media (min-width: 1200px) {
  .hidden-lg {
    display: none !important;
  }
}
.visible-print {
  display: none !important;
}
@media print {
  .visible-print {
    display: block !important;
  }
  table.visible-print {
    display: table !important;
  }
  tr.visible-print {
    display: table-row !important;
  }
  th.visible-print,
  td.visible-print {
    display: table-cell !important;
  }
}
.visible-print-block {
  display: none !important;
}
@media print {
  .visible-print-block {
    display: block !important;
  }
}
.visible-print-inline {
  display: none !important;
}
@media print {
  .visible-print-inline {
    display: inline !important;
  }
}
.visible-print-inline-block {
  display: none !important;
}
@media print {
  .visible-print-inline-block {
    display: inline-block !important;
  }
}
@media print {
  .hidden-print {
    display: none !important;
  }
}
/*!
*
* Font Awesome
*
*/
/*!
 *  Font Awesome 4.2.0 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=4.2.0');
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.2.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.2.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.2.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.2.0#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;
}
.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;
}
@-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 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=1);
  -webkit-transform: rotate(90deg);
  -ms-transform: rotate(90deg);
  transform: rotate(90deg);
}
.fa-rotate-180 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=2);
  -webkit-transform: rotate(180deg);
  -ms-transform: rotate(180deg);
  transform: rotate(180deg);
}
.fa-rotate-270 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=3);
  -webkit-transform: rotate(270deg);
  -ms-transform: rotate(270deg);
  transform: rotate(270deg);
}
.fa-flip-horizontal {
  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 {
  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:before {
  content: "\f09a";
}
.fa-github:before {
  content: "\f09b";
}
.fa-unlock:before {
  content: "\f09c";
}
.fa-credit-card:before {
  content: "\f09d";
}
.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 {
  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: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-rebel:before {
  content: "\f1d0";
}
.fa-ge:before,
.fa-empire:before {
  content: "\f1d1";
}
.fa-git-square:before {
  content: "\f1d2";
}
.fa-git:before {
  content: "\f1d3";
}
.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";
}
/*!
*
* 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;
}
/**
 * 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 {
  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;
}
@media (max-width: 991px) {
  #ipython_notebook {
    margin-left: 10px;
  }
}
[dir="rtl"] #ipython_notebook {
  float: right !important;
}
#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#login_widget {
  float: right;
}
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;
}
@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;
}
/*!
*
* 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 {
  text-align: center;
  vertical-align: middle;
  display: inline;
  opacity: 0;
  z-index: 2;
  width: 12ex;
  margin-right: -12ex;
}
.alternate_upload .btn-upload {
  height: 22px;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
[dir="rtl"] #tabs li {
  float: right;
}
ul#tabs {
  margin-bottom: 4px;
}
[dir="rtl"] ul#tabs {
  margin-right: 0px;
}
ul#tabs a {
  padding-top: 6px;
  padding-bottom: 4px;
}
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 {
  float: left !important;
}
[dir="rtl"] .list_toolbar .pull-right {
  padding-top: 1px;
  float: left !important;
}
[dir="rtl"] .list_toolbar .pull-left {
  float: right !important;
}
.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: baseline;
  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;
}
.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_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;
}
.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;
}
#tree-selector {
  padding-right: 0px;
}
[dir="rtl"] #tree-selector a {
  float: right;
}
#button-select-all {
  min-width: 50px;
}
#select-all {
  margin-left: 7px;
  margin-right: 2px;
}
.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.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.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.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.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;
}
[dir="rtl"] #new-menu {
  text-align: right;
}
.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;
}
[dir="rtl"] #running .col-sm-8 {
  float: right !important;
}
.delete-button {
  display: none;
}
.duplicate-button {
  display: none;
}
.rename-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.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.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.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.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);
  }
}
/*!
*
* IPython notebook
*
*/
/* CSS font colors for translated ANSI colors. */
.ansibold {
  font-weight: bold;
}
/* 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;
  border-left-width: 1px;
  padding-left: 5px;
  background: linear-gradient(to right, transparent -40px, transparent 1px, transparent 1px, transparent 100%);
}
div.cell.jupyter-soft-selected {
  border-left-color: #90CAF9;
  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 {
  border-color: #ababab;
  border-left-width: 0px;
  padding-left: 6px;
  background: linear-gradient(to right, #42A5F5 -40px, #42A5F5 5px, transparent 5px, transparent 100%);
}
@media print {
  div.cell.selected {
    border-color: transparent;
  }
}
div.cell.selected.jupyter-soft-selected {
  border-left-width: 0;
  padding-left: 6px;
  background: linear-gradient(to right, #42A5F5 -40px, #42A5F5 7px, #E3F2FD 7px, #E3F2FD 100%);
}
.edit_mode div.cell.selected {
  border-color: #66BB6A;
  border-left-width: 0px;
  padding-left: 6px;
  background: linear-gradient(to right, #66BB6A -40px, #66BB6A 5px, transparent 5px, transparent 100%);
}
@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. */
  padding: 0.4em;
}
.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. We need the 0 value because of how we size */
  /* .CodeMirror-lines */
  padding: 0;
  border: 0;
  border-radius: 0;
}
/*

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;
}
/* 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: 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 {
  list-style: disc;
  margin: 0em 2em;
  padding-left: 0px;
}
.rendered_html ul ul {
  list-style: square;
  margin: 0em 2em;
}
.rendered_html ul ul ul {
  list-style: circle;
  margin: 0em 2em;
}
.rendered_html ol {
  list-style: decimal;
  margin: 0em 2em;
  padding-left: 0px;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin: 0em 2em;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
  margin: 0em 2em;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
  margin: 0em 2em;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
  margin: 0em 2em;
}
.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;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  background-color: #fff;
  color: #000;
  font-size: 100%;
  padding: 0px;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: 1px solid black;
  border-collapse: collapse;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  border: 1px solid black;
  border-collapse: collapse;
  margin: 1em 2em;
}
.rendered_html td,
.rendered_html th {
  text-align: left;
  vertical-align: middle;
  padding: 4px;
}
.rendered_html th {
  font-weight: bold;
}
.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;
}
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.unrendered .text_cell_render {
  display: none;
}
.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;
}
/* 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;
}
.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 {
  float: right !important;
  float: right;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
#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;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -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.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
.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;
}
.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;
}
#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;
}
#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;
}
#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.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.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.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.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.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.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  margin-top: 6px;
}
span.save_widget span.filename {
  height: 1em;
  line-height: 1em;
  padding: 3px;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
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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>
<hr>
<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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<figure>
 <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 0x1d137b4b208&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
<code>cv2.cvtColor()</code> to grayscale or change color
<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;[16]:</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="c1">#global L_slopes = [-0.6] # dummy value in array that holds upto 5 recent slopes together</span>
<span class="c1">#global R_slopes = [0.6]  # dummy value in array that holds upto 5 recent slopes together</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">    &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">128</span><span class="p">,</span> <span class="mi">128</span><span class="p">,</span> <span class="mi">128</span><span class="p">],</span> <span class="n">thickness</span><span class="o">=</span><span class="mi">5</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">rx</span> <span class="o">=</span> <span class="p">[]</span> <span class="c1"># set of x-coordinates for right line</span>
    <span class="n">ry</span> <span class="o">=</span> <span class="p">[]</span> <span class="c1"># set of y-coordinates for right line</span>
    <span class="n">lx</span> <span class="o">=</span> <span class="p">[]</span> <span class="c1"># set of x-coordinates for left line</span>
    <span class="n">ly</span> <span class="o">=</span> <span class="p">[]</span> <span class="c1"># set of y-coordinates for left 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="k">if</span><span class="p">((</span><span class="n">x1</span><span class="o">!=</span><span class="n">x2</span><span class="p">)</span> <span class="ow">and</span> <span class="p">(</span><span class="n">y1</span><span class="o">!=</span><span class="n">y2</span><span class="p">)):</span>
                <span class="n">slope</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="c1"># calculating slope</span>
                
                <span class="k">if</span> <span class="p">(</span><span class="n">slope</span><span class="o">&gt;=</span><span class="mi">0</span><span class="p">):</span> <span class="c1"># if positive then its the right side line</span>
                    <span class="n">rx</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">x1</span><span class="p">)</span>
                    <span class="n">rx</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">x2</span><span class="p">)</span>
                    <span class="n">ry</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">y1</span><span class="p">)</span>
                    <span class="n">ry</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">y2</span><span class="p">)</span>
       
                <span class="k">else</span><span class="p">:</span>          <span class="c1"># else it is the left side line  </span>
                    <span class="n">lx</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">x1</span><span class="p">)</span>
                    <span class="n">lx</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">x2</span><span class="p">)</span>
                    <span class="n">ly</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">y1</span><span class="p">)</span>
                    <span class="n">ly</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">y2</span><span class="p">)</span>
                    
            <span class="c1">#cv2.line(img, (x1, y1), (x2, y2), color, thickness)</span>
      
    <span class="c1"># Draw Right Lane</span>
    <span class="k">if</span><span class="p">(</span><span class="n">rx</span> <span class="ow">and</span> <span class="n">ry</span><span class="p">):</span> <span class="c1"># when both sets are not empty</span>
        <span class="n">fit_right</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">polyfit</span><span class="p">(</span><span class="n">rx</span><span class="p">,</span><span class="n">ry</span><span class="p">,</span><span class="mi">1</span><span class="p">)</span>                   <span class="c1"># Use polyfit for regression</span>
        
        <span class="k">if</span><span class="p">(</span><span class="n">fit_right</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">&lt;</span> <span class="mf">0.5</span><span class="p">):</span> <span class="c1"># thresholding the slope</span>
            <span class="n">fit_right</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="mf">0.5</span>
        <span class="k">if</span><span class="p">(</span><span class="n">fit_right</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">&gt;</span> <span class="mf">0.8</span><span class="p">):</span>
            <span class="n">fit_right</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="mf">0.8</span>            
        
        <span class="n">RY1</span> <span class="o">=</span> <span class="n">imshape</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>                                  <span class="c1"># Bottom of image Y-coordinate</span>
        <span class="n">RX1</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span> <span class="p">(</span><span class="n">RY1</span> <span class="o">-</span> <span class="n">fit_right</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span> <span class="o">/</span> <span class="n">fit_right</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="p">)</span>  <span class="c1"># Bottom of image X-coordinate</span>
        
        <span class="n">RY2</span> <span class="o">=</span> <span class="nb">int</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="o">/</span><span class="mi">2</span> <span class="o">+</span> <span class="mi">50</span><span class="p">)</span>                     <span class="c1"># Top of ROI Y-coordinate</span>
        <span class="n">RX2</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span> <span class="p">(</span><span class="n">RY2</span> <span class="o">-</span> <span class="n">fit_right</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span> <span class="o">/</span> <span class="n">fit_right</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="p">)</span>  <span class="c1"># Top of ROI X-coordinate</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="n">RX1</span><span class="p">,</span><span class="n">RY1</span><span class="p">),</span> <span class="p">(</span><span class="n">RX2</span><span class="p">,</span><span class="n">RY2</span><span class="p">),</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="mi">255</span><span class="p">],</span> <span class="mi">10</span><span class="p">)</span> <span class="c1"># Annotate Right-lane</span>
        
       <span class="c1"># if(fit_right[0] &gt; 0.5) and fit_right[0] &lt; 0.8):   # threshold the slope</span>
       <span class="c1">#     cv2.line(img, (RX1,RY1), (RX2,RY2), [0,0,255], 10) # Annotate Right-lane     </span>
         
    <span class="c1"># Draw Left Lane</span>
    <span class="k">if</span><span class="p">(</span><span class="n">lx</span> <span class="ow">and</span> <span class="n">ly</span><span class="p">):</span> <span class="c1"># when both sets are not empty</span>
        <span class="n">fit_left</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">polyfit</span><span class="p">(</span><span class="n">lx</span><span class="p">,</span><span class="n">ly</span><span class="p">,</span><span class="mi">1</span><span class="p">)</span>                 <span class="c1"># Use polyfit for regression           </span>
        
        <span class="k">if</span><span class="p">(</span><span class="n">fit_left</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">&gt;</span> <span class="o">-</span><span class="mf">0.5</span><span class="p">):</span> <span class="c1"># thresholding the slope</span>
            <span class="n">fit_left</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="o">-</span><span class="mf">0.5</span>
        <span class="k">if</span><span class="p">(</span><span class="n">fit_left</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">&lt;</span> <span class="o">-</span><span class="mf">0.8</span><span class="p">):</span>
            <span class="n">fit_left</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="o">-</span><span class="mf">0.8</span> 
        
        <span class="n">LY1</span> <span class="o">=</span> <span class="n">imshape</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>                               <span class="c1"># Bottom of image Y-coordinate  </span>
        <span class="n">LX1</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span> <span class="p">(</span><span class="n">LY1</span> <span class="o">-</span> <span class="n">fit_left</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span> <span class="o">/</span> <span class="n">fit_left</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="p">)</span> <span class="c1"># Bottom of image X-coordinate </span>
        
        <span class="n">LY2</span> <span class="o">=</span> <span class="nb">int</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="o">/</span><span class="mi">2</span> <span class="o">+</span> <span class="mi">50</span><span class="p">)</span>                   <span class="c1"># Top of ROI Y-coordinate</span>
        <span class="n">LX2</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span> <span class="p">(</span><span class="n">LY2</span> <span class="o">-</span> <span class="n">fit_left</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span> <span class="o">/</span> <span class="n">fit_left</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="p">)</span> <span class="c1"># Top of ROI X-coordinate        </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="n">LX1</span><span class="p">,</span><span class="n">LY1</span><span class="p">),</span> <span class="p">(</span><span class="n">LX2</span><span class="p">,</span><span class="n">LY2</span><span class="p">),</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="mi">255</span><span class="p">],</span> <span class="mi">10</span><span class="p">)</span> <span class="c1"># Annotate Left-lane</span>
        
       <span class="c1"># if(fit_left[0] &gt; -0.8 and fit_left[0] &lt; -0.5): # threshold the slope</span>
       <span class="c1">#     cv2.line(img, (LX1,LY1), (LX2,LY2), [0,0,255], 10) # Annotate Left-lane</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">α</span><span class="o">=</span><span class="mf">0.8</span><span class="p">,</span> <span class="n">β</span><span class="o">=</span><span class="mf">1.</span><span class="p">,</span> <span class="n">γ</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">α</span><span class="p">,</span> <span class="n">img</span><span class="p">,</span> <span class="n">β</span><span class="p">,</span> <span class="n">γ</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;solidWhiteCurve.jpg&#39;,
 &#39;solidWhiteRight.jpg&#39;,
 &#39;solidYellowCurve.jpg&#39;,
 &#39;solidYellowCurve2.jpg&#39;,
 &#39;solidYellowLeft.jpg&#39;,
 &#39;whiteCarLaneSwitch.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="k">for</span> <span class="n">filename</span> <span class="ow">in</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="c1">## Read in 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="s2">&quot;test_images/&quot;</span> <span class="o">+</span> <span class="n">filename</span><span class="p">)</span>
    
    <span class="c1">## Copying original image</span>
    <span class="n">raw_image</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">copy</span><span class="p">(</span><span class="n">image</span><span class="p">)</span>  
    <span class="n">color_filtered_image</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">copy</span><span class="p">(</span><span class="n">image</span><span class="p">)</span>
    
    <span class="c1">## Define color selection criteria    </span>
    
    <span class="c1"># Highlighting white stuff, Filtering/Masking out non-white stuff </span>
    <span class="n">white_image</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">inRange</span><span class="p">(</span><span class="n">raw_image</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="mi">210</span><span class="p">,</span><span class="mi">210</span><span class="p">,</span><span class="mi">210</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="mi">255</span><span class="p">,</span><span class="mi">255</span><span class="p">,</span><span class="mi">255</span><span class="p">]))</span>    
        
    <span class="c1"># Highlighting yellow stuff, Filtering/Masking out non-yellow stuff    </span>
    <span class="n">hsv_image</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">cvtColor</span><span class="p">(</span><span class="n">raw_image</span><span class="p">,</span><span class="n">cv2</span><span class="o">.</span><span class="n">COLOR_RGB2HSV</span><span class="p">)</span>
    <span class="n">yellow_image</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">inRange</span><span class="p">(</span><span class="n">hsv_image</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="mi">9</span><span class="p">,</span><span class="mi">100</span><span class="p">,</span><span class="mi">100</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="mi">29</span><span class="p">,</span><span class="mi">255</span><span class="p">,</span><span class="mi">255</span><span class="p">]))</span>
        
    <span class="n">color_filtered_image</span> <span class="o">=</span> <span class="n">yellow_image</span> <span class="o">|</span> <span class="n">white_image</span>    
    
    <span class="c1"># image is already grayscale</span>
    <span class="n">gray_image</span> <span class="o">=</span> <span class="n">color_filtered_image</span>     
    
    <span class="c1">## Apply smoothing over grayscale image</span>
    <span class="n">KERNEL_SIZE</span> <span class="o">=</span> <span class="mi">3</span>
    <span class="n">smoothed_image</span> <span class="o">=</span> <span class="n">gaussian_blur</span><span class="p">(</span><span class="n">gray_image</span><span class="p">,</span><span class="n">KERNEL_SIZE</span><span class="p">)</span>
    
    <span class="c1">## Apply Canny Edge Detection</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_image</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">Canny</span><span class="p">(</span><span class="n">smoothed_image</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="c1">## Define vertices for Region of Interest</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">60</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">imshape</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">/</span><span class="mi">2</span> <span class="o">-</span> <span class="mi">40</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="o">/</span><span class="mi">2</span> <span class="o">+</span> <span class="mi">50</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="o">/</span><span class="mi">2</span> <span class="o">+</span> <span class="mi">40</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="o">/</span><span class="mi">2</span> <span class="o">+</span> <span class="mi">50</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="o">-</span><span class="mi">60</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="c1">## Obtain masked Region of Interest image where only ROI is filled with fillcolor (255)</span>
    <span class="n">masked_roi</span> <span class="o">=</span> <span class="n">region_of_interest</span><span class="p">(</span><span class="n">edges_image</span><span class="p">,</span> <span class="n">vertices</span><span class="p">)</span>    
    
    <span class="c1">## Define the Hough transform parameters </span>
    <span class="c1"># https://docs.opencv.org/3.0-beta/doc/py_tutorials/py_imgproc/py_houghlines/py_houghlines.html</span>
    <span class="n">rho</span> <span class="o">=</span> <span class="mi">1</span>              <span class="c1"># distance resolution in pixels of the Hough grid</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="c1"># angular resolution in radians of the Hough grid</span>
    <span class="n">threshold</span> <span class="o">=</span> <span class="mi">15</span>       <span class="c1"># minimum number of votes (intersections in Hough grid cell)</span>
    <span class="n">min_line_length</span> <span class="o">=</span> <span class="mi">10</span> <span class="c1"># minimum number of pixels making up a line</span>
    <span class="n">max_line_gap</span> <span class="o">=</span> <span class="mi">5</span>     <span class="c1"># maximum gap in pixels between connectable line segments</span>
    
    <span class="c1">## Run Hough on edge detected image</span>
    <span class="n">line_image</span> <span class="o">=</span> <span class="n">hough_lines</span><span class="p">(</span><span class="n">masked_roi</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_length</span><span class="p">,</span> <span class="n">max_line_gap</span><span class="p">)</span>           
    
    <span class="n">overlayed_image</span> <span class="o">=</span> <span class="n">weighted_img</span><span class="p">(</span><span class="n">line_image</span><span class="p">,</span> <span class="n">raw_image</span><span class="p">,</span> <span class="n">α</span><span class="o">=</span><span class="mf">0.8</span><span class="p">,</span> <span class="n">β</span><span class="o">=</span><span class="mf">1.</span><span class="p">,</span> <span class="n">γ</span><span class="o">=</span><span class="mf">0.</span><span class="p">)</span>
    
    <span class="n">mpimg</span><span class="o">.</span><span class="n">imsave</span><span class="p">(</span><span class="s2">&quot;test_images_output/&quot;</span> <span class="o">+</span> <span class="n">filename</span><span class="p">,</span> <span class="n">overlayed_image</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">overlayed_image</span><span class="p">)</span>
</pre></div>

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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=" 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="c1">## Copying original image</span>
    <span class="n">raw_image</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">copy</span><span class="p">(</span><span class="n">image</span><span class="p">)</span>
    <span class="n">color_filtered_image</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">copy</span><span class="p">(</span><span class="n">image</span><span class="p">)</span>
    
    <span class="c1">## STEP 1 - Color Selection</span>
    
    <span class="c1"># STEP 1a) - Highlighting white stuff, Filtering/Masking out non-white stuff </span>
    <span class="n">white_image</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">inRange</span><span class="p">(</span><span class="n">raw_image</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="mi">210</span><span class="p">,</span><span class="mi">210</span><span class="p">,</span><span class="mi">210</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="mi">255</span><span class="p">,</span><span class="mi">255</span><span class="p">,</span><span class="mi">255</span><span class="p">]))</span>    
    
    <span class="c1"># STEP 1b) - Highlighting yellow stuff, Filtering/Masking out non-yellow stuff    </span>
    <span class="n">hsv_image</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">cvtColor</span><span class="p">(</span><span class="n">raw_image</span><span class="p">,</span><span class="n">cv2</span><span class="o">.</span><span class="n">COLOR_RGB2HSV</span><span class="p">)</span> <span class="c1"># Converting to HSV space for yellow color</span>
    <span class="n">yellow_image</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">inRange</span><span class="p">(</span><span class="n">hsv_image</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="mi">9</span><span class="p">,</span><span class="mi">100</span><span class="p">,</span><span class="mi">100</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="mi">29</span><span class="p">,</span><span class="mi">255</span><span class="p">,</span><span class="mi">255</span><span class="p">]))</span>
    
    <span class="n">color_filtered_image</span> <span class="o">=</span> <span class="n">yellow_image</span> <span class="o">|</span> <span class="n">white_image</span>   <span class="c1"># This is already a Grayscale image    </span>
    
    <span class="c1">## STEP 2 - Edge Detection</span>
    
    <span class="c1"># STEP 2a) - Apply smoothing over grayscale image</span>
    <span class="n">KERNEL_SIZE</span> <span class="o">=</span> <span class="mi">3</span>
    <span class="n">smoothed_image</span> <span class="o">=</span> <span class="n">gaussian_blur</span><span class="p">(</span><span class="n">color_filtered_image</span><span class="p">,</span><span class="n">KERNEL_SIZE</span><span class="p">)</span>
    
    <span class="c1"># STEP 2b) - Apply Canny Edge Detection </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_image</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">Canny</span><span class="p">(</span><span class="n">smoothed_image</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="c1">## STEP 3 - Region of Interest</span>
    
    <span class="c1"># STEP 3a) -  Define vertices for Region of Interest</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">V1</span> <span class="o">=</span> <span class="p">(</span><span class="mi">60</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="c1"># Bottom-left vertex of ROI</span>
    <span class="n">V2</span> <span class="o">=</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="o">/</span><span class="mi">2</span> <span class="o">-</span> <span class="mi">40</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="o">/</span><span class="mi">2</span> <span class="o">+</span> <span class="mi">50</span><span class="p">)</span>   <span class="c1"># Top-left vertex of ROI</span>
    <span class="n">V3</span> <span class="o">=</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="o">/</span><span class="mi">2</span> <span class="o">+</span> <span class="mi">40</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="o">/</span><span class="mi">2</span> <span class="o">+</span> <span class="mi">50</span><span class="p">)</span>   <span class="c1"># Top-right vertex of ROI</span>
    <span class="n">V4</span> <span class="o">=</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="o">-</span> <span class="mi">60</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="c1"># Bottom-right vertex of ROI</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="n">V1</span><span class="p">,</span><span class="n">V2</span><span class="p">,</span><span class="n">V3</span><span class="p">,</span><span class="n">V4</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="c1"># STEP 3b) -  Obtain masked Region of Interest image where only ROI is filled with fillcolor (255)</span>
    <span class="n">masked_roi</span> <span class="o">=</span> <span class="n">region_of_interest</span><span class="p">(</span><span class="n">edges_image</span><span class="p">,</span> <span class="n">vertices</span><span class="p">)</span>    
    
    <span class="c1">## STEP 4 - Hough Transform to detect lane lines</span>
    
    <span class="c1"># STEP 4a) -  Define the Hough transform parameters    </span>
    <span class="n">rho</span> <span class="o">=</span> <span class="mi">1</span>              <span class="c1"># distance resolution in pixels of the Hough grid</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="c1"># angular resolution in radians of the Hough grid</span>
    <span class="n">threshold</span> <span class="o">=</span> <span class="mi">15</span>       <span class="c1"># minimum number of votes (intersections in Hough grid cell)</span>
    <span class="n">min_line_length</span> <span class="o">=</span> <span class="mi">20</span> <span class="c1"># minimum number of pixels making up a line</span>
    <span class="n">max_line_gap</span> <span class="o">=</span> <span class="mi">2</span>     <span class="c1"># maximum gap in pixels between connectable line segments</span>
    
    <span class="c1"># STEP 4b) -  Run Hough on edge detected image</span>
    <span class="n">line_image</span> <span class="o">=</span> <span class="n">hough_lines</span><span class="p">(</span><span class="n">masked_roi</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_length</span><span class="p">,</span> <span class="n">max_line_gap</span><span class="p">)</span>        
       
    <span class="c1">## STEP 5 - Overlay the detected lane line on original image    </span>
    <span class="n">overlayed_image</span> <span class="o">=</span> <span class="n">weighted_img</span><span class="p">(</span><span class="n">line_image</span><span class="p">,</span> <span class="n">raw_image</span><span class="p">,</span> <span class="n">α</span><span class="o">=</span><span class="mf">0.8</span><span class="p">,</span> <span class="n">β</span><span class="o">=</span><span class="mf">1.</span><span class="p">,</span> <span class="n">γ</span><span class="o">=</span><span class="mf">0.</span><span class="p">)</span>    

    <span class="k">return</span> <span class="n">overlayed_image</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>[MoviePy] &gt;&gt;&gt;&gt; Building video test_videos_output/solidWhiteRight.mp4
[MoviePy] Writing video test_videos_output/solidWhiteRight.mp4
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<pre>100%|███████████████████████████████████████████████████████████████████████████████▋| 221/222 [00:03&lt;00:00, 58.68it/s]
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<pre>[MoviePy] Done.
[MoviePy] &gt;&gt;&gt;&gt; Video ready: test_videos_output/solidWhiteRight.mp4 

Wall time: 4.04 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>
<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">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>[MoviePy] &gt;&gt;&gt;&gt; Building video test_videos_output/solidYellowLeft.mp4
[MoviePy] Writing video test_videos_output/solidYellowLeft.mp4
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<pre>100%|███████████████████████████████████████████████████████████████████████████████▉| 681/682 [00:11&lt;00:00, 59.03it/s]
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<pre>[MoviePy] Done.
[MoviePy] &gt;&gt;&gt;&gt; Video ready: test_videos_output/solidYellowLeft.mp4 

Wall time: 12 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">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>[MoviePy] &gt;&gt;&gt;&gt; Building video test_videos_output/challenge.mp4
[MoviePy] Writing video test_videos_output/challenge.mp4
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<pre>100%|████████████████████████████████████████████████████████████████████████████████| 251/251 [00:08&lt;00:00, 29.52it/s]
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<pre>[MoviePy] Done.
[MoviePy] &gt;&gt;&gt;&gt; Video ready: test_videos_output/challenge.mp4 

Wall time: 9.23 s
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<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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