P1.html

<!DOCTYPE html>
<html>
<head><meta charset="utf-8" />
<title>P1</title><script src="https://unpkg.com/jupyter-js-widgets@2.0.*/dist/embed.js"></script><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 {
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}
.glyphicon-sound-5-1:before {
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}
.glyphicon-sound-6-1:before {
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}
.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 {
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}
.glyphicon-open-file:before {
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}
.glyphicon-level-up:before {
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}
.glyphicon-copy:before {
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}
.glyphicon-paste:before {
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}
.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/solidWhiteCurve.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 0x7f163eef0b38&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;[3]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">math</span>

<span class="k">def</span> <span class="nf">grayscale</span><span class="p">(</span><span class="n">img</span><span class="p">):</span>
    <span class="sd">&quot;&quot;&quot;Applies the Grayscale transform</span>
<span class="sd">    This will return an image with only one color channel</span>
<span class="sd">    but NOTE: to see the returned image as grayscale</span>
<span class="sd">    (assuming your grayscaled image is called &#39;gray&#39;)</span>
<span class="sd">    you should call plt.imshow(gray, cmap=&#39;gray&#39;)&quot;&quot;&quot;</span>
    <span class="c1">#return cv2.cvtColor(img, cv2.COLOR_RGB2GRAY)</span>
    <span class="c1"># Or use BGR2GRAY if you read an image with cv2.imread()</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_BGR2GRAY</span><span class="p">)</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">255</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">],</span> <span class="n">thickness</span><span class="o">=</span><span class="mi">8</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="c1"># line mode is defined as following:</span>
    <span class="c1"># y = k(x-x1)+y1= kx +y1-kx1</span>
    <span class="c1"># y = slop*x + offset</span>
    <span class="c1"># group the lines into left lane and right lane, </span>
    <span class="c1"># and do an average to get the corresponding slop and offset</span>
    <span class="c1"># then draw the line from the middle of the image to the bottom</span>

    <span class="n">left_lane_counter</span><span class="o">=</span><span class="mi">0</span>
    <span class="n">right_lane_counter</span><span class="o">=</span><span class="mi">0</span><span class="p">;</span>
    <span class="n">left_slop</span><span class="o">=</span><span class="mi">0</span>
    <span class="n">left_offset</span><span class="o">=</span><span class="mi">0</span>
    <span class="n">right_slop</span><span class="o">=</span><span class="mi">0</span>
    <span class="n">right_offset</span><span class="o">=</span><span class="mi">0</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="c1">#cv2.line(img, (x1, y1), (x2, y2), color, thickness)</span>

            <span class="c1"># calcuate the slop and offset of each line</span>
            <span class="n">slop</span> <span class="o">=</span> <span class="p">(</span><span class="n">y2</span><span class="o">-</span><span class="n">y1</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="n">x2</span><span class="o">-</span><span class="n">x1</span><span class="p">)</span>
            <span class="n">offset</span> <span class="o">=</span> <span class="n">y1</span> <span class="o">-</span> <span class="n">slop</span><span class="o">*</span><span class="n">x1</span>

            <span class="c1"># assume left lane has slop within [0.5,2] </span>
            <span class="c1"># and right lane has slop within [-2,0.5] </span>
            <span class="c1"># this will get ride of the unrelated line</span>
            <span class="k">if</span> <span class="n">slop</span><span class="o">&gt;</span><span class="mf">0.5</span> <span class="ow">and</span> <span class="n">slop</span> <span class="o">&lt;</span> <span class="mi">2</span><span class="p">:</span>
                <span class="n">left_slop</span> <span class="o">+=</span> <span class="n">slop</span>
                <span class="n">left_offset</span> <span class="o">+=</span> <span class="n">offset</span>
                <span class="n">left_lane_counter</span><span class="o">+=</span><span class="mi">1</span>
            <span class="k">elif</span> <span class="n">slop</span> <span class="o">&lt;-</span><span class="mf">0.5</span> <span class="ow">and</span> <span class="n">slop</span> <span class="o">&gt;-</span><span class="mi">2</span><span class="p">:</span>
                <span class="n">right_slop</span> <span class="o">+=</span> <span class="n">slop</span>
                <span class="n">right_offset</span> <span class="o">+=</span> <span class="n">offset</span>
                <span class="n">right_lane_counter</span><span class="o">+=</span><span class="mi">1</span> 

    <span class="c1">#print(right_lane_counter)</span>
    <span class="c1">#print(left_lane_counter)</span>
    <span class="c1"># do an average to smooth the result</span>
    <span class="n">left_slop</span> <span class="o">=</span> <span class="n">left_slop</span><span class="o">/</span><span class="n">left_lane_counter</span>
    <span class="n">right_slop</span> <span class="o">=</span> <span class="n">right_slop</span><span class="o">/</span><span class="n">right_lane_counter</span>
    <span class="n">left_offset</span> <span class="o">=</span> <span class="n">left_offset</span><span class="o">/</span><span class="n">left_lane_counter</span>
    <span class="n">right_offset</span> <span class="o">=</span> <span class="n">right_offset</span><span class="o">/</span><span class="n">right_lane_counter</span> 

    <span class="c1"># draw left lane from 0.6*height to bottom of image</span>
    <span class="n">imshape</span><span class="o">=</span><span class="n">img</span><span class="o">.</span><span class="n">shape</span>
    <span class="n">y1</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="n">y2</span><span class="o">=</span><span class="nb">int</span><span class="p">(</span><span class="n">y1</span><span class="o">*</span><span class="mf">0.6</span><span class="p">)</span>
    <span class="n">x1</span><span class="o">=</span><span class="nb">int</span><span class="p">((</span><span class="n">y1</span><span class="o">-</span><span class="n">left_offset</span><span class="p">)</span><span class="o">/</span><span class="n">left_slop</span><span class="p">)</span>
    <span class="n">x2</span><span class="o">=</span><span class="nb">int</span><span class="p">((</span><span class="n">y2</span><span class="o">-</span><span class="n">left_offset</span><span class="p">)</span><span class="o">/</span><span class="n">left_slop</span><span class="p">)</span>    
    <span class="n">cv2</span><span class="o">.</span><span class="n">line</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="p">(</span><span class="n">x1</span><span class="p">,</span> <span class="n">y1</span><span class="p">),</span> <span class="p">(</span><span class="n">x2</span><span class="p">,</span> <span class="n">y2</span><span class="p">),</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">0</span><span class="p">],</span> <span class="n">thickness</span><span class="p">)</span>

    <span class="c1"># draw right lane from 0.6*height to bottom of image</span>
    <span class="n">x1</span><span class="o">=</span><span class="nb">int</span><span class="p">((</span><span class="n">y1</span><span class="o">-</span><span class="n">right_offset</span><span class="p">)</span><span class="o">/</span><span class="n">right_slop</span><span class="p">)</span>
    <span class="n">x2</span><span class="o">=</span><span class="nb">int</span><span class="p">((</span><span class="n">y2</span><span class="o">-</span><span class="n">right_offset</span><span class="p">)</span><span class="o">/</span><span class="n">right_slop</span><span class="p">)</span>    
    <span class="n">cv2</span><span class="o">.</span><span class="n">line</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="p">(</span><span class="n">x1</span><span class="p">,</span> <span class="n">y1</span><span class="p">),</span> <span class="p">(</span><span class="n">x2</span><span class="p">,</span> <span class="n">y2</span><span class="p">),</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">0</span><span class="p">],</span> <span class="n">thickness</span><span class="p">)</span>

<span class="k">def</span> <span class="nf">hough_lines</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="n">rho</span><span class="p">,</span> <span class="n">theta</span><span class="p">,</span> <span class="n">threshold</span><span class="p">,</span> <span class="n">min_line_len</span><span class="p">,</span> <span class="n">max_line_gap</span><span class="p">):</span>
    <span class="sd">&quot;&quot;&quot;</span>
<span class="sd">    `img` should be the output of a Canny transform.</span>
<span class="sd">        </span>
<span class="sd">    Returns an image with hough lines drawn.</span>
<span class="sd">    &quot;&quot;&quot;</span>
    <span class="n">lines</span> <span class="o">=</span> <span class="n">cv2</span><span class="o">.</span><span class="n">HoughLinesP</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="n">rho</span><span class="p">,</span> <span class="n">theta</span><span class="p">,</span> <span class="n">threshold</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([]),</span> <span class="n">minLineLength</span><span class="o">=</span><span class="n">min_line_len</span><span class="p">,</span> <span class="n">maxLineGap</span><span class="o">=</span><span class="n">max_line_gap</span><span class="p">)</span>
    <span class="n">line_img</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">((</span><span class="n">img</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">img</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="mi">3</span><span class="p">),</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">uint8</span><span class="p">)</span>
    <span class="n">draw_lines</span><span class="p">(</span><span class="n">line_img</span><span class="p">,</span> <span class="n">lines</span><span class="p">)</span>
    <span class="k">return</span> <span class="n">line_img</span>

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

<span class="k">def</span> <span class="nf">weighted_img</span><span class="p">(</span><span class="n">img</span><span class="p">,</span> <span class="n">initial_img</span><span class="p">,</span> <span class="n">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>
</pre></div>

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<p>I will follow the step from class to build my pipeline</p>

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<div class="input">
<div class="prompt input_prompt">In&nbsp;[4]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">findLanePipeline</span><span class="p">(</span><span class="n">image</span><span class="p">,</span> <span class="n">debug</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">using_blue</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
    
    <span class="k">if</span> <span class="n">debug</span><span class="p">:</span>
        <span class="n">plt</span><span class="o">.</span><span class="n">figure</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="n">cv2</span><span class="o">.</span><span class="n">imwrite</span><span class="p">(</span><span class="s1">&#39;test_image_output/input_img.jpg&#39;</span><span class="p">,</span> <span class="n">cv2</span><span class="o">.</span><span class="n">cvtColor</span><span class="p">(</span><span class="n">image</span><span class="p">,</span> <span class="n">cv2</span><span class="o">.</span><span class="n">COLOR_RGB2BGR</span><span class="p">))</span>

    <span class="c1"># At first, I use the gray image, but it failed on challenge3.jpg</span>
    <span class="c1"># using only the read channel is better</span>
    <span class="k">if</span> <span class="n">using_blue</span><span class="p">:</span>
        <span class="n">blue_img</span> <span class="o">=</span> <span class="n">image</span><span class="p">[:,:,</span><span class="mi">2</span><span class="p">]</span>
        <span class="n">smooth_img</span> <span class="o">=</span> <span class="n">gaussian_blur</span><span class="p">(</span><span class="n">blue_img</span><span class="p">,</span><span class="mi">5</span><span class="p">)</span>
    <span class="k">else</span><span class="p">:</span>
        <span class="n">gray_img</span> <span class="o">=</span> <span class="n">grayscale</span><span class="p">(</span><span class="n">image</span><span class="p">)</span>
        <span class="n">smooth_img</span> <span class="o">=</span> <span class="n">gaussian_blur</span><span class="p">(</span><span class="n">gray_img</span><span class="p">,</span><span class="mi">5</span><span class="p">)</span>
    <span class="k">if</span> <span class="n">debug</span><span class="p">:</span>
        <span class="n">plt</span><span class="o">.</span><span class="n">figure</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">smooth_img</span><span class="p">,</span> <span class="n">cmap</span><span class="o">=</span><span class="s1">&#39;gray&#39;</span><span class="p">)</span>
        <span class="n">cv2</span><span class="o">.</span><span class="n">imwrite</span><span class="p">(</span><span class="s1">&#39;test_image_output/gray_or_blue_img.jpg&#39;</span><span class="p">,</span><span class="n">smooth_img</span><span class="p">)</span>

    <span class="c1"># extract edge using canny edge detector</span>
    <span class="n">low_threshold</span> <span class="o">=</span><span class="mi">100</span>
    <span class="n">high_threshold</span> <span class="o">=</span><span class="mi">180</span>
    <span class="n">edge</span><span class="o">=</span><span class="n">canny</span><span class="p">(</span><span class="n">smooth_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">if</span> <span class="n">debug</span><span class="p">:</span>
        <span class="n">plt</span><span class="o">.</span><span class="n">figure</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">edge</span><span class="p">)</span>
        <span class="n">cv2</span><span class="o">.</span><span class="n">imwrite</span><span class="p">(</span><span class="s1">&#39;test_image_output/edge_img.jpg&#39;</span><span class="p">,</span> <span class="n">edge</span><span class="p">)</span>

    <span class="c1"># apply a mask so only show edges within a certain region of the image</span>
    <span class="n">imshape</span><span class="o">=</span><span class="n">edge</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="n">imshape</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="mf">0.2</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="mf">0.4</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="mf">0.6</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="mf">0.6</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="mf">0.6</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="mf">0.9</span><span class="p">,</span><span class="n">imshape</span><span class="p">[</span><span class="mi">0</span><span class="p">])]],</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">int32</span><span class="p">)</span>
    <span class="n">masked_edge</span> <span class="o">=</span> <span class="n">region_of_interest</span><span class="p">(</span><span class="n">edge</span><span class="p">,</span><span class="n">vertices</span><span class="p">)</span>
    <span class="k">if</span> <span class="n">debug</span><span class="p">:</span>
        <span class="n">plt</span><span class="o">.</span><span class="n">figure</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">masked_edge</span><span class="p">)</span>
        <span class="n">cv2</span><span class="o">.</span><span class="n">imwrite</span><span class="p">(</span><span class="s1">&#39;test_image_output/maked_edge_img.jpg&#39;</span><span class="p">,</span> <span class="n">masked_edge</span><span class="p">)</span>

    <span class="c1"># apply hough transform to get lines</span>
    <span class="n">rho</span><span class="o">=</span><span class="mi">1</span>
    <span class="n">theta</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">pi</span><span class="o">/</span><span class="mi">180</span>
    <span class="n">threshold</span> <span class="o">=</span> <span class="mi">20</span>
    <span class="n">min_line_len</span><span class="o">=</span><span class="mi">20</span>
    <span class="n">max_line_gap</span> <span class="o">=</span> <span class="mi">100</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_edge</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="k">if</span> <span class="n">debug</span><span class="p">:</span>
        <span class="n">plt</span><span class="o">.</span><span class="n">figure</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">line_image</span><span class="p">)</span>
        <span class="n">cv2</span><span class="o">.</span><span class="n">imwrite</span><span class="p">(</span><span class="s1">&#39;test_image_output/lines_img.jpg&#39;</span><span class="p">,</span> <span class="n">line_image</span><span class="p">)</span>

    <span class="n">overlay_img</span><span class="o">=</span><span class="n">weighted_img</span><span class="p">(</span><span class="n">image</span><span class="p">,</span> <span class="n">line_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">if</span> <span class="n">debug</span><span class="p">:</span>
        <span class="n">plt</span><span class="o">.</span><span class="n">figure</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">overlay_img</span><span class="p">)</span>
        <span class="n">cv2</span><span class="o">.</span><span class="n">imwrite</span><span class="p">(</span><span class="s1">&#39;test_image_output/result.jpg&#39;</span><span class="p">,</span> <span class="n">cv2</span><span class="o">.</span><span class="n">cvtColor</span><span class="p">(</span><span class="n">overlay_img</span><span class="p">,</span> <span class="n">cv2</span><span class="o">.</span><span class="n">COLOR_RGB2BGR</span><span class="p">))</span>

    <span class="k">return</span> <span class="n">overlay_img</span>
</pre></div>

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<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[5]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></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"># this is a hard image extracted from the challenge video</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/challenge3.jpg&#39;</span><span class="p">)</span>
<span class="n">image_overlay</span><span class="o">=</span><span class="n">findLanePipeline</span><span class="p">(</span><span class="n">image</span><span class="p">,</span> <span class="kc">True</span><span class="p">,</span> <span class="kc">True</span><span class="p">)</span>
</pre></div>

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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">img_names</span><span class="o">=</span><span class="n">os</span><span class="o">.</span><span class="n">listdir</span><span class="p">(</span><span class="s2">&quot;test_images/&quot;</span><span class="p">)</span>
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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">img_name</span> <span class="ow">in</span> <span class="n">img_names</span><span class="p">:</span> 
    <span class="n">path</span><span class="o">=</span><span class="s2">&quot;test_images/&quot;</span><span class="o">+</span><span class="n">img_name</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="n">path</span><span class="p">)</span>
    <span class="n">image_overlay</span><span class="o">=</span><span class="n">findLanePipeline</span><span class="p">(</span><span class="n">image</span><span class="p">,</span> <span class="kc">False</span><span class="p">)</span>
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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="n">result</span><span class="o">=</span><span class="n">findLanePipeline</span><span class="p">(</span><span class="n">image</span><span class="p">)</span>
    <span class="k">return</span> <span class="n">result</span>
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<p>Let's try the one with the solid white lane on the right first ...</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">white_output</span> <span class="o">=</span> <span class="s1">&#39;test_videos_output/solidWhiteRight.mp4&#39;</span>
<span class="sd">&quot;&quot;&quot;</span>
<span class="sd">To speed up the testing process you may want to try your pipeline on a shorter subclip of the video</span>
<span class="sd">To do so add .subclip(start_second,end_second) to the end of the line below</span>
<span class="sd">Where start_second and end_second are integer values representing the start and end of the subclip</span>
<span class="sd">You may also uncomment the following line for a subclip of the first 5 seconds</span>
<span class="sd">&quot;&quot;&quot;</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)

<span class="c1"># This is for debugging purpose:</span>
<span class="c1"># Extract the image from video and save the image that has error</span>
<span class="sd">&quot;&quot;&quot;</span>
<span class="sd">for i in range(1, 50):</span>
<span class="sd">    cv2.imwrite(&#39;test&#39;+str(i)+&#39;.jpg&#39;, cv2.cvtColor(clip1.get_frame(3.8+i*0.02), cv2.COLOR_RGB2BGR))</span>
<span class="sd">    print(i)</span>
<span class="sd">    image = mpimg.imread(&#39;test&#39;+str(i)+&#39;.jpg&#39;)</span>
<span class="sd">    image_overlay=findLanePipeline(image, False)</span>
<span class="sd">    cv2.imwrite(&#39;test&#39;+str(i)+&#39;_processed.jpg&#39;,image_overlay)</span>
<span class="sd">&quot;&quot;&quot;</span>
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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 [00:06&lt;00:00, 36.16it/s]
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<pre>[MoviePy] Done.
[MoviePy] &gt;&gt;&gt;&gt; Video ready: test_videos_output/solidWhiteRight.mp4 

CPU times: user 2.5 s, sys: 144 ms, total: 2.64 s
Wall time: 7.17 s
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<pre>&#34;\nfor i in range(1, 50):\n    cv2.imwrite(&#39;test&#39;+str(i)+&#39;.jpg&#39;, cv2.cvtColor(clip1.get_frame(3.8+i*0.02), cv2.COLOR_RGB2BGR))\n    print(i)\n    image = mpimg.imread(&#39;test&#39;+str(i)+&#39;.jpg&#39;)\n    image_overlay=findLanePipeline(image, False)\n    cv2.imwrite(&#39;test&#39;+str(i)+&#39;_processed.jpg&#39;,image_overlay)\n&#34;</pre>
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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 [00:21&lt;00:00, 32.38it/s]
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<pre>[MoviePy] Done.
[MoviePy] &gt;&gt;&gt;&gt; Video ready: test_videos_output/solidYellowLeft.mp4 

CPU times: user 7.43 s, sys: 437 ms, total: 7.87 s
Wall time: 22.2 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 [00:14&lt;00:00, 16.82it/s]
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<pre>[MoviePy] Done.
[MoviePy] &gt;&gt;&gt;&gt; Video ready: test_videos_output/challenge.mp4 

CPU times: user 5.24 s, sys: 307 ms, total: 5.55 s
Wall time: 17 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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