Main_run.html

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

<title>Main_run</title>

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


<style type="text/css">
    /*!
*
* Twitter Bootstrap
*
*/
/*!
 * Bootstrap v3.3.7 (http://getbootstrap.com)
 * Copyright 2011-2016 Twitter, Inc.
 * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
 */
/*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */
html {
  font-family: sans-serif;
  -ms-text-size-adjust: 100%;
  -webkit-text-size-adjust: 100%;
}
body {
  margin: 0;
}
article,
aside,
details,
figcaption,
figure,
footer,
header,
hgroup,
main,
menu,
nav,
section,
summary {
  display: block;
}
audio,
canvas,
progress,
video {
  display: inline-block;
  vertical-align: baseline;
}
audio:not([controls]) {
  display: none;
  height: 0;
}
[hidden],
template {
  display: none;
}
a {
  background-color: transparent;
}
a:active,
a:hover {
  outline: 0;
}
abbr[title] {
  border-bottom: 1px dotted;
}
b,
strong {
  font-weight: bold;
}
dfn {
  font-style: italic;
}
h1 {
  font-size: 2em;
  margin: 0.67em 0;
}
mark {
  background: #ff0;
  color: #000;
}
small {
  font-size: 80%;
}
sub,
sup {
  font-size: 75%;
  line-height: 0;
  position: relative;
  vertical-align: baseline;
}
sup {
  top: -0.5em;
}
sub {
  bottom: -0.25em;
}
img {
  border: 0;
}
svg:not(:root) {
  overflow: hidden;
}
figure {
  margin: 1em 40px;
}
hr {
  box-sizing: content-box;
  height: 0;
}
pre {
  overflow: auto;
}
code,
kbd,
pre,
samp {
  font-family: monospace, monospace;
  font-size: 1em;
}
button,
input,
optgroup,
select,
textarea {
  color: inherit;
  font: inherit;
  margin: 0;
}
button {
  overflow: visible;
}
button,
select {
  text-transform: none;
}
button,
html input[type="button"],
input[type="reset"],
input[type="submit"] {
  -webkit-appearance: button;
  cursor: pointer;
}
button[disabled],
html input[disabled] {
  cursor: default;
}
button::-moz-focus-inner,
input::-moz-focus-inner {
  border: 0;
  padding: 0;
}
input {
  line-height: normal;
}
input[type="checkbox"],
input[type="radio"] {
  box-sizing: border-box;
  padding: 0;
}
input[type="number"]::-webkit-inner-spin-button,
input[type="number"]::-webkit-outer-spin-button {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: textfield;
  box-sizing: content-box;
}
input[type="search"]::-webkit-search-cancel-button,
input[type="search"]::-webkit-search-decoration {
  -webkit-appearance: none;
}
fieldset {
  border: 1px solid #c0c0c0;
  margin: 0 2px;
  padding: 0.35em 0.625em 0.75em;
}
legend {
  border: 0;
  padding: 0;
}
textarea {
  overflow: auto;
}
optgroup {
  font-weight: bold;
}
table {
  border-collapse: collapse;
  border-spacing: 0;
}
td,
th {
  padding: 0;
}
/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */
@media print {
  *,
  *:before,
  *:after {
    background: transparent !important;
    box-shadow: none !important;
    text-shadow: none !important;
  }
  a,
  a:visited {
    text-decoration: underline;
  }
  a[href]:after {
    content: " (" attr(href) ")";
  }
  abbr[title]:after {
    content: " (" attr(title) ")";
  }
  a[href^="#"]:after,
  a[href^="javascript:"]:after {
    content: "";
  }
  pre,
  blockquote {
    border: 1px solid #999;
    page-break-inside: avoid;
  }
  thead {
    display: table-header-group;
  }
  tr,
  img {
    page-break-inside: avoid;
  }
  img {
    max-width: 100% !important;
  }
  p,
  h2,
  h3 {
    orphans: 3;
    widows: 3;
  }
  h2,
  h3 {
    page-break-after: avoid;
  }
  .navbar {
    display: none;
  }
  .btn > .caret,
  .dropup > .btn > .caret {
    border-top-color: #000 !important;
  }
  .label {
    border: 1px solid #000;
  }
  .table {
    border-collapse: collapse !important;
  }
  .table td,
  .table th {
    background-color: #fff !important;
  }
  .table-bordered th,
  .table-bordered td {
    border: 1px solid #ddd !important;
  }
}
@font-face {
  font-family: 'Glyphicons Halflings';
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot');
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot?#iefix') format('embedded-opentype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff2') format('woff2'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff') format('woff'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.ttf') format('truetype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.svg#glyphicons_halflingsregular') format('svg');
}
.glyphicon {
  position: relative;
  top: 1px;
  display: inline-block;
  font-family: 'Glyphicons Halflings';
  font-style: normal;
  font-weight: normal;
  line-height: 1;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
.glyphicon-asterisk:before {
  content: "\002a";
}
.glyphicon-plus:before {
  content: "\002b";
}
.glyphicon-euro:before,
.glyphicon-eur:before {
  content: "\20ac";
}
.glyphicon-minus:before {
  content: "\2212";
}
.glyphicon-cloud:before {
  content: "\2601";
}
.glyphicon-envelope:before {
  content: "\2709";
}
.glyphicon-pencil:before {
  content: "\270f";
}
.glyphicon-glass:before {
  content: "\e001";
}
.glyphicon-music:before {
  content: "\e002";
}
.glyphicon-search:before {
  content: "\e003";
}
.glyphicon-heart:before {
  content: "\e005";
}
.glyphicon-star:before {
  content: "\e006";
}
.glyphicon-star-empty:before {
  content: "\e007";
}
.glyphicon-user:before {
  content: "\e008";
}
.glyphicon-film:before {
  content: "\e009";
}
.glyphicon-th-large:before {
  content: "\e010";
}
.glyphicon-th:before {
  content: "\e011";
}
.glyphicon-th-list:before {
  content: "\e012";
}
.glyphicon-ok:before {
  content: "\e013";
}
.glyphicon-remove:before {
  content: "\e014";
}
.glyphicon-zoom-in:before {
  content: "\e015";
}
.glyphicon-zoom-out:before {
  content: "\e016";
}
.glyphicon-off:before {
  content: "\e017";
}
.glyphicon-signal:before {
  content: "\e018";
}
.glyphicon-cog:before {
  content: "\e019";
}
.glyphicon-trash:before {
  content: "\e020";
}
.glyphicon-home:before {
  content: "\e021";
}
.glyphicon-file:before {
  content: "\e022";
}
.glyphicon-time:before {
  content: "\e023";
}
.glyphicon-road:before {
  content: "\e024";
}
.glyphicon-download-alt:before {
  content: "\e025";
}
.glyphicon-download:before {
  content: "\e026";
}
.glyphicon-upload:before {
  content: "\e027";
}
.glyphicon-inbox:before {
  content: "\e028";
}
.glyphicon-play-circle:before {
  content: "\e029";
}
.glyphicon-repeat:before {
  content: "\e030";
}
.glyphicon-refresh:before {
  content: "\e031";
}
.glyphicon-list-alt:before {
  content: "\e032";
}
.glyphicon-lock:before {
  content: "\e033";
}
.glyphicon-flag:before {
  content: "\e034";
}
.glyphicon-headphones:before {
  content: "\e035";
}
.glyphicon-volume-off:before {
  content: "\e036";
}
.glyphicon-volume-down:before {
  content: "\e037";
}
.glyphicon-volume-up:before {
  content: "\e038";
}
.glyphicon-qrcode:before {
  content: "\e039";
}
.glyphicon-barcode:before {
  content: "\e040";
}
.glyphicon-tag:before {
  content: "\e041";
}
.glyphicon-tags:before {
  content: "\e042";
}
.glyphicon-book:before {
  content: "\e043";
}
.glyphicon-bookmark:before {
  content: "\e044";
}
.glyphicon-print:before {
  content: "\e045";
}
.glyphicon-camera:before {
  content: "\e046";
}
.glyphicon-font:before {
  content: "\e047";
}
.glyphicon-bold:before {
  content: "\e048";
}
.glyphicon-italic:before {
  content: "\e049";
}
.glyphicon-text-height:before {
  content: "\e050";
}
.glyphicon-text-width:before {
  content: "\e051";
}
.glyphicon-align-left:before {
  content: "\e052";
}
.glyphicon-align-center:before {
  content: "\e053";
}
.glyphicon-align-right:before {
  content: "\e054";
}
.glyphicon-align-justify:before {
  content: "\e055";
}
.glyphicon-list:before {
  content: "\e056";
}
.glyphicon-indent-left:before {
  content: "\e057";
}
.glyphicon-indent-right:before {
  content: "\e058";
}
.glyphicon-facetime-video:before {
  content: "\e059";
}
.glyphicon-picture:before {
  content: "\e060";
}
.glyphicon-map-marker:before {
  content: "\e062";
}
.glyphicon-adjust:before {
  content: "\e063";
}
.glyphicon-tint:before {
  content: "\e064";
}
.glyphicon-edit:before {
  content: "\e065";
}
.glyphicon-share:before {
  content: "\e066";
}
.glyphicon-check:before {
  content: "\e067";
}
.glyphicon-move:before {
  content: "\e068";
}
.glyphicon-step-backward:before {
  content: "\e069";
}
.glyphicon-fast-backward:before {
  content: "\e070";
}
.glyphicon-backward:before {
  content: "\e071";
}
.glyphicon-play:before {
  content: "\e072";
}
.glyphicon-pause:before {
  content: "\e073";
}
.glyphicon-stop:before {
  content: "\e074";
}
.glyphicon-forward:before {
  content: "\e075";
}
.glyphicon-fast-forward:before {
  content: "\e076";
}
.glyphicon-step-forward:before {
  content: "\e077";
}
.glyphicon-eject:before {
  content: "\e078";
}
.glyphicon-chevron-left:before {
  content: "\e079";
}
.glyphicon-chevron-right:before {
  content: "\e080";
}
.glyphicon-plus-sign:before {
  content: "\e081";
}
.glyphicon-minus-sign:before {
  content: "\e082";
}
.glyphicon-remove-sign:before {
  content: "\e083";
}
.glyphicon-ok-sign:before {
  content: "\e084";
}
.glyphicon-question-sign:before {
  content: "\e085";
}
.glyphicon-info-sign:before {
  content: "\e086";
}
.glyphicon-screenshot:before {
  content: "\e087";
}
.glyphicon-remove-circle:before {
  content: "\e088";
}
.glyphicon-ok-circle:before {
  content: "\e089";
}
.glyphicon-ban-circle:before {
  content: "\e090";
}
.glyphicon-arrow-left:before {
  content: "\e091";
}
.glyphicon-arrow-right:before {
  content: "\e092";
}
.glyphicon-arrow-up:before {
  content: "\e093";
}
.glyphicon-arrow-down:before {
  content: "\e094";
}
.glyphicon-share-alt:before {
  content: "\e095";
}
.glyphicon-resize-full:before {
  content: "\e096";
}
.glyphicon-resize-small:before {
  content: "\e097";
}
.glyphicon-exclamation-sign:before {
  content: "\e101";
}
.glyphicon-gift:before {
  content: "\e102";
}
.glyphicon-leaf:before {
  content: "\e103";
}
.glyphicon-fire:before {
  content: "\e104";
}
.glyphicon-eye-open:before {
  content: "\e105";
}
.glyphicon-eye-close:before {
  content: "\e106";
}
.glyphicon-warning-sign:before {
  content: "\e107";
}
.glyphicon-plane:before {
  content: "\e108";
}
.glyphicon-calendar:before {
  content: "\e109";
}
.glyphicon-random:before {
  content: "\e110";
}
.glyphicon-comment:before {
  content: "\e111";
}
.glyphicon-magnet:before {
  content: "\e112";
}
.glyphicon-chevron-up:before {
  content: "\e113";
}
.glyphicon-chevron-down:before {
  content: "\e114";
}
.glyphicon-retweet:before {
  content: "\e115";
}
.glyphicon-shopping-cart:before {
  content: "\e116";
}
.glyphicon-folder-close:before {
  content: "\e117";
}
.glyphicon-folder-open:before {
  content: "\e118";
}
.glyphicon-resize-vertical:before {
  content: "\e119";
}
.glyphicon-resize-horizontal:before {
  content: "\e120";
}
.glyphicon-hdd:before {
  content: "\e121";
}
.glyphicon-bullhorn:before {
  content: "\e122";
}
.glyphicon-bell:before {
  content: "\e123";
}
.glyphicon-certificate:before {
  content: "\e124";
}
.glyphicon-thumbs-up:before {
  content: "\e125";
}
.glyphicon-thumbs-down:before {
  content: "\e126";
}
.glyphicon-hand-right:before {
  content: "\e127";
}
.glyphicon-hand-left:before {
  content: "\e128";
}
.glyphicon-hand-up:before {
  content: "\e129";
}
.glyphicon-hand-down:before {
  content: "\e130";
}
.glyphicon-circle-arrow-right:before {
  content: "\e131";
}
.glyphicon-circle-arrow-left:before {
  content: "\e132";
}
.glyphicon-circle-arrow-up:before {
  content: "\e133";
}
.glyphicon-circle-arrow-down:before {
  content: "\e134";
}
.glyphicon-globe:before {
  content: "\e135";
}
.glyphicon-wrench:before {
  content: "\e136";
}
.glyphicon-tasks:before {
  content: "\e137";
}
.glyphicon-filter:before {
  content: "\e138";
}
.glyphicon-briefcase:before {
  content: "\e139";
}
.glyphicon-fullscreen:before {
  content: "\e140";
}
.glyphicon-dashboard:before {
  content: "\e141";
}
.glyphicon-paperclip:before {
  content: "\e142";
}
.glyphicon-heart-empty:before {
  content: "\e143";
}
.glyphicon-link:before {
  content: "\e144";
}
.glyphicon-phone:before {
  content: "\e145";
}
.glyphicon-pushpin:before {
  content: "\e146";
}
.glyphicon-usd:before {
  content: "\e148";
}
.glyphicon-gbp:before {
  content: "\e149";
}
.glyphicon-sort:before {
  content: "\e150";
}
.glyphicon-sort-by-alphabet:before {
  content: "\e151";
}
.glyphicon-sort-by-alphabet-alt:before {
  content: "\e152";
}
.glyphicon-sort-by-order:before {
  content: "\e153";
}
.glyphicon-sort-by-order-alt:before {
  content: "\e154";
}
.glyphicon-sort-by-attributes:before {
  content: "\e155";
}
.glyphicon-sort-by-attributes-alt:before {
  content: "\e156";
}
.glyphicon-unchecked:before {
  content: "\e157";
}
.glyphicon-expand:before {
  content: "\e158";
}
.glyphicon-collapse-down:before {
  content: "\e159";
}
.glyphicon-collapse-up:before {
  content: "\e160";
}
.glyphicon-log-in:before {
  content: "\e161";
}
.glyphicon-flash:before {
  content: "\e162";
}
.glyphicon-log-out:before {
  content: "\e163";
}
.glyphicon-new-window:before {
  content: "\e164";
}
.glyphicon-record:before {
  content: "\e165";
}
.glyphicon-save:before {
  content: "\e166";
}
.glyphicon-open:before {
  content: "\e167";
}
.glyphicon-saved:before {
  content: "\e168";
}
.glyphicon-import:before {
  content: "\e169";
}
.glyphicon-export:before {
  content: "\e170";
}
.glyphicon-send:before {
  content: "\e171";
}
.glyphicon-floppy-disk:before {
  content: "\e172";
}
.glyphicon-floppy-saved:before {
  content: "\e173";
}
.glyphicon-floppy-remove:before {
  content: "\e174";
}
.glyphicon-floppy-save:before {
  content: "\e175";
}
.glyphicon-floppy-open:before {
  content: "\e176";
}
.glyphicon-credit-card:before {
  content: "\e177";
}
.glyphicon-transfer:before {
  content: "\e178";
}
.glyphicon-cutlery:before {
  content: "\e179";
}
.glyphicon-header:before {
  content: "\e180";
}
.glyphicon-compressed:before {
  content: "\e181";
}
.glyphicon-earphone:before {
  content: "\e182";
}
.glyphicon-phone-alt:before {
  content: "\e183";
}
.glyphicon-tower:before {
  content: "\e184";
}
.glyphicon-stats:before {
  content: "\e185";
}
.glyphicon-sd-video:before {
  content: "\e186";
}
.glyphicon-hd-video:before {
  content: "\e187";
}
.glyphicon-subtitles:before {
  content: "\e188";
}
.glyphicon-sound-stereo:before {
  content: "\e189";
}
.glyphicon-sound-dolby:before {
  content: "\e190";
}
.glyphicon-sound-5-1:before {
  content: "\e191";
}
.glyphicon-sound-6-1:before {
  content: "\e192";
}
.glyphicon-sound-7-1:before {
  content: "\e193";
}
.glyphicon-copyright-mark:before {
  content: "\e194";
}
.glyphicon-registration-mark:before {
  content: "\e195";
}
.glyphicon-cloud-download:before {
  content: "\e197";
}
.glyphicon-cloud-upload:before {
  content: "\e198";
}
.glyphicon-tree-conifer:before {
  content: "\e199";
}
.glyphicon-tree-deciduous:before {
  content: "\e200";
}
.glyphicon-cd:before {
  content: "\e201";
}
.glyphicon-save-file:before {
  content: "\e202";
}
.glyphicon-open-file:before {
  content: "\e203";
}
.glyphicon-level-up:before {
  content: "\e204";
}
.glyphicon-copy:before {
  content: "\e205";
}
.glyphicon-paste:before {
  content: "\e206";
}
.glyphicon-alert:before {
  content: "\e209";
}
.glyphicon-equalizer:before {
  content: "\e210";
}
.glyphicon-king:before {
  content: "\e211";
}
.glyphicon-queen:before {
  content: "\e212";
}
.glyphicon-pawn:before {
  content: "\e213";
}
.glyphicon-bishop:before {
  content: "\e214";
}
.glyphicon-knight:before {
  content: "\e215";
}
.glyphicon-baby-formula:before {
  content: "\e216";
}
.glyphicon-tent:before {
  content: "\26fa";
}
.glyphicon-blackboard:before {
  content: "\e218";
}
.glyphicon-bed:before {
  content: "\e219";
}
.glyphicon-apple:before {
  content: "\f8ff";
}
.glyphicon-erase:before {
  content: "\e221";
}
.glyphicon-hourglass:before {
  content: "\231b";
}
.glyphicon-lamp:before {
  content: "\e223";
}
.glyphicon-duplicate:before {
  content: "\e224";
}
.glyphicon-piggy-bank:before {
  content: "\e225";
}
.glyphicon-scissors:before {
  content: "\e226";
}
.glyphicon-bitcoin:before {
  content: "\e227";
}
.glyphicon-btc:before {
  content: "\e227";
}
.glyphicon-xbt:before {
  content: "\e227";
}
.glyphicon-yen:before {
  content: "\00a5";
}
.glyphicon-jpy:before {
  content: "\00a5";
}
.glyphicon-ruble:before {
  content: "\20bd";
}
.glyphicon-rub:before {
  content: "\20bd";
}
.glyphicon-scale:before {
  content: "\e230";
}
.glyphicon-ice-lolly:before {
  content: "\e231";
}
.glyphicon-ice-lolly-tasted:before {
  content: "\e232";
}
.glyphicon-education:before {
  content: "\e233";
}
.glyphicon-option-horizontal:before {
  content: "\e234";
}
.glyphicon-option-vertical:before {
  content: "\e235";
}
.glyphicon-menu-hamburger:before {
  content: "\e236";
}
.glyphicon-modal-window:before {
  content: "\e237";
}
.glyphicon-oil:before {
  content: "\e238";
}
.glyphicon-grain:before {
  content: "\e239";
}
.glyphicon-sunglasses:before {
  content: "\e240";
}
.glyphicon-text-size:before {
  content: "\e241";
}
.glyphicon-text-color:before {
  content: "\e242";
}
.glyphicon-text-background:before {
  content: "\e243";
}
.glyphicon-object-align-top:before {
  content: "\e244";
}
.glyphicon-object-align-bottom:before {
  content: "\e245";
}
.glyphicon-object-align-horizontal:before {
  content: "\e246";
}
.glyphicon-object-align-left:before {
  content: "\e247";
}
.glyphicon-object-align-vertical:before {
  content: "\e248";
}
.glyphicon-object-align-right:before {
  content: "\e249";
}
.glyphicon-triangle-right:before {
  content: "\e250";
}
.glyphicon-triangle-left:before {
  content: "\e251";
}
.glyphicon-triangle-bottom:before {
  content: "\e252";
}
.glyphicon-triangle-top:before {
  content: "\e253";
}
.glyphicon-console:before {
  content: "\e254";
}
.glyphicon-superscript:before {
  content: "\e255";
}
.glyphicon-subscript:before {
  content: "\e256";
}
.glyphicon-menu-left:before {
  content: "\e257";
}
.glyphicon-menu-right:before {
  content: "\e258";
}
.glyphicon-menu-down:before {
  content: "\e259";
}
.glyphicon-menu-up:before {
  content: "\e260";
}
* {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
*:before,
*:after {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
html {
  font-size: 10px;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-size: 13px;
  line-height: 1.42857143;
  color: #000;
  background-color: #fff;
}
input,
button,
select,
textarea {
  font-family: inherit;
  font-size: inherit;
  line-height: inherit;
}
a {
  color: #337ab7;
  text-decoration: none;
}
a:hover,
a:focus {
  color: #23527c;
  text-decoration: underline;
}
a:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
figure {
  margin: 0;
}
img {
  vertical-align: middle;
}
.img-responsive,
.thumbnail > img,
.thumbnail a > img,
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  display: block;
  max-width: 100%;
  height: auto;
}
.img-rounded {
  border-radius: 3px;
}
.img-thumbnail {
  padding: 4px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: all 0.2s ease-in-out;
  -o-transition: all 0.2s ease-in-out;
  transition: all 0.2s ease-in-out;
  display: inline-block;
  max-width: 100%;
  height: auto;
}
.img-circle {
  border-radius: 50%;
}
hr {
  margin-top: 18px;
  margin-bottom: 18px;
  border: 0;
  border-top: 1px solid #eeeeee;
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  margin: -1px;
  padding: 0;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
[role="button"] {
  cursor: pointer;
}
h1,
h2,
h3,
h4,
h5,
h6,
.h1,
.h2,
.h3,
.h4,
.h5,
.h6 {
  font-family: inherit;
  font-weight: 500;
  line-height: 1.1;
  color: inherit;
}
h1 small,
h2 small,
h3 small,
h4 small,
h5 small,
h6 small,
.h1 small,
.h2 small,
.h3 small,
.h4 small,
.h5 small,
.h6 small,
h1 .small,
h2 .small,
h3 .small,
h4 .small,
h5 .small,
h6 .small,
.h1 .small,
.h2 .small,
.h3 .small,
.h4 .small,
.h5 .small,
.h6 .small {
  font-weight: normal;
  line-height: 1;
  color: #777777;
}
h1,
.h1,
h2,
.h2,
h3,
.h3 {
  margin-top: 18px;
  margin-bottom: 9px;
}
h1 small,
.h1 small,
h2 small,
.h2 small,
h3 small,
.h3 small,
h1 .small,
.h1 .small,
h2 .small,
.h2 .small,
h3 .small,
.h3 .small {
  font-size: 65%;
}
h4,
.h4,
h5,
.h5,
h6,
.h6 {
  margin-top: 9px;
  margin-bottom: 9px;
}
h4 small,
.h4 small,
h5 small,
.h5 small,
h6 small,
.h6 small,
h4 .small,
.h4 .small,
h5 .small,
.h5 .small,
h6 .small,
.h6 .small {
  font-size: 75%;
}
h1,
.h1 {
  font-size: 33px;
}
h2,
.h2 {
  font-size: 27px;
}
h3,
.h3 {
  font-size: 23px;
}
h4,
.h4 {
  font-size: 17px;
}
h5,
.h5 {
  font-size: 13px;
}
h6,
.h6 {
  font-size: 12px;
}
p {
  margin: 0 0 9px;
}
.lead {
  margin-bottom: 18px;
  font-size: 14px;
  font-weight: 300;
  line-height: 1.4;
}
@media (min-width: 768px) {
  .lead {
    font-size: 19.5px;
  }
}
small,
.small {
  font-size: 92%;
}
mark,
.mark {
  background-color: #fcf8e3;
  padding: .2em;
}
.text-left {
  text-align: left;
}
.text-right {
  text-align: right;
}
.text-center {
  text-align: center;
}
.text-justify {
  text-align: justify;
}
.text-nowrap {
  white-space: nowrap;
}
.text-lowercase {
  text-transform: lowercase;
}
.text-uppercase {
  text-transform: uppercase;
}
.text-capitalize {
  text-transform: capitalize;
}
.text-muted {
  color: #777777;
}
.text-primary {
  color: #337ab7;
}
a.text-primary:hover,
a.text-primary:focus {
  color: #286090;
}
.text-success {
  color: #3c763d;
}
a.text-success:hover,
a.text-success:focus {
  color: #2b542c;
}
.text-info {
  color: #31708f;
}
a.text-info:hover,
a.text-info:focus {
  color: #245269;
}
.text-warning {
  color: #8a6d3b;
}
a.text-warning:hover,
a.text-warning:focus {
  color: #66512c;
}
.text-danger {
  color: #a94442;
}
a.text-danger:hover,
a.text-danger:focus {
  color: #843534;
}
.bg-primary {
  color: #fff;
  background-color: #337ab7;
}
a.bg-primary:hover,
a.bg-primary:focus {
  background-color: #286090;
}
.bg-success {
  background-color: #dff0d8;
}
a.bg-success:hover,
a.bg-success:focus {
  background-color: #c1e2b3;
}
.bg-info {
  background-color: #d9edf7;
}
a.bg-info:hover,
a.bg-info:focus {
  background-color: #afd9ee;
}
.bg-warning {
  background-color: #fcf8e3;
}
a.bg-warning:hover,
a.bg-warning:focus {
  background-color: #f7ecb5;
}
.bg-danger {
  background-color: #f2dede;
}
a.bg-danger:hover,
a.bg-danger:focus {
  background-color: #e4b9b9;
}
.page-header {
  padding-bottom: 8px;
  margin: 36px 0 18px;
  border-bottom: 1px solid #eeeeee;
}
ul,
ol {
  margin-top: 0;
  margin-bottom: 9px;
}
ul ul,
ol ul,
ul ol,
ol ol {
  margin-bottom: 0;
}
.list-unstyled {
  padding-left: 0;
  list-style: none;
}
.list-inline {
  padding-left: 0;
  list-style: none;
  margin-left: -5px;
}
.list-inline > li {
  display: inline-block;
  padding-left: 5px;
  padding-right: 5px;
}
dl {
  margin-top: 0;
  margin-bottom: 18px;
}
dt,
dd {
  line-height: 1.42857143;
}
dt {
  font-weight: bold;
}
dd {
  margin-left: 0;
}
@media (min-width: 541px) {
  .dl-horizontal dt {
    float: left;
    width: 160px;
    clear: left;
    text-align: right;
    overflow: hidden;
    text-overflow: ellipsis;
    white-space: nowrap;
  }
  .dl-horizontal dd {
    margin-left: 180px;
  }
}
abbr[title],
abbr[data-original-title] {
  cursor: help;
  border-bottom: 1px dotted #777777;
}
.initialism {
  font-size: 90%;
  text-transform: uppercase;
}
blockquote {
  padding: 9px 18px;
  margin: 0 0 18px;
  font-size: inherit;
  border-left: 5px solid #eeeeee;
}
blockquote p:last-child,
blockquote ul:last-child,
blockquote ol:last-child {
  margin-bottom: 0;
}
blockquote footer,
blockquote small,
blockquote .small {
  display: block;
  font-size: 80%;
  line-height: 1.42857143;
  color: #777777;
}
blockquote footer:before,
blockquote small:before,
blockquote .small:before {
  content: '\2014 \00A0';
}
.blockquote-reverse,
blockquote.pull-right {
  padding-right: 15px;
  padding-left: 0;
  border-right: 5px solid #eeeeee;
  border-left: 0;
  text-align: right;
}
.blockquote-reverse footer:before,
blockquote.pull-right footer:before,
.blockquote-reverse small:before,
blockquote.pull-right small:before,
.blockquote-reverse .small:before,
blockquote.pull-right .small:before {
  content: '';
}
.blockquote-reverse footer:after,
blockquote.pull-right footer:after,
.blockquote-reverse small:after,
blockquote.pull-right small:after,
.blockquote-reverse .small:after,
blockquote.pull-right .small:after {
  content: '\00A0 \2014';
}
address {
  margin-bottom: 18px;
  font-style: normal;
  line-height: 1.42857143;
}
code,
kbd,
pre,
samp {
  font-family: monospace;
}
code {
  padding: 2px 4px;
  font-size: 90%;
  color: #c7254e;
  background-color: #f9f2f4;
  border-radius: 2px;
}
kbd {
  padding: 2px 4px;
  font-size: 90%;
  color: #888;
  background-color: transparent;
  border-radius: 1px;
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25);
}
kbd kbd {
  padding: 0;
  font-size: 100%;
  font-weight: bold;
  box-shadow: none;
}
pre {
  display: block;
  padding: 8.5px;
  margin: 0 0 9px;
  font-size: 12px;
  line-height: 1.42857143;
  word-break: break-all;
  word-wrap: break-word;
  color: #333333;
  background-color: #f5f5f5;
  border: 1px solid #ccc;
  border-radius: 2px;
}
pre code {
  padding: 0;
  font-size: inherit;
  color: inherit;
  white-space: pre-wrap;
  background-color: transparent;
  border-radius: 0;
}
.pre-scrollable {
  max-height: 340px;
  overflow-y: scroll;
}
.container {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
@media (min-width: 768px) {
  .container {
    width: 768px;
  }
}
@media (min-width: 992px) {
  .container {
    width: 940px;
  }
}
@media (min-width: 1200px) {
  .container {
    width: 1140px;
  }
}
.container-fluid {
  margin-right: auto;
  margin-left: auto;
  padding-left: 0px;
  padding-right: 0px;
}
.row {
  margin-left: 0px;
  margin-right: 0px;
}
.col-xs-1, .col-sm-1, .col-md-1, .col-lg-1, .col-xs-2, .col-sm-2, .col-md-2, .col-lg-2, .col-xs-3, .col-sm-3, .col-md-3, .col-lg-3, .col-xs-4, .col-sm-4, .col-md-4, .col-lg-4, .col-xs-5, .col-sm-5, .col-md-5, .col-lg-5, .col-xs-6, .col-sm-6, .col-md-6, .col-lg-6, .col-xs-7, .col-sm-7, .col-md-7, .col-lg-7, .col-xs-8, .col-sm-8, .col-md-8, .col-lg-8, .col-xs-9, .col-sm-9, .col-md-9, .col-lg-9, .col-xs-10, .col-sm-10, .col-md-10, .col-lg-10, .col-xs-11, .col-sm-11, .col-md-11, .col-lg-11, .col-xs-12, .col-sm-12, .col-md-12, .col-lg-12 {
  position: relative;
  min-height: 1px;
  padding-left: 0px;
  padding-right: 0px;
}
.col-xs-1, .col-xs-2, .col-xs-3, .col-xs-4, .col-xs-5, .col-xs-6, .col-xs-7, .col-xs-8, .col-xs-9, .col-xs-10, .col-xs-11, .col-xs-12 {
  float: left;
}
.col-xs-12 {
  width: 100%;
}
.col-xs-11 {
  width: 91.66666667%;
}
.col-xs-10 {
  width: 83.33333333%;
}
.col-xs-9 {
  width: 75%;
}
.col-xs-8 {
  width: 66.66666667%;
}
.col-xs-7 {
  width: 58.33333333%;
}
.col-xs-6 {
  width: 50%;
}
.col-xs-5 {
  width: 41.66666667%;
}
.col-xs-4 {
  width: 33.33333333%;
}
.col-xs-3 {
  width: 25%;
}
.col-xs-2 {
  width: 16.66666667%;
}
.col-xs-1 {
  width: 8.33333333%;
}
.col-xs-pull-12 {
  right: 100%;
}
.col-xs-pull-11 {
  right: 91.66666667%;
}
.col-xs-pull-10 {
  right: 83.33333333%;
}
.col-xs-pull-9 {
  right: 75%;
}
.col-xs-pull-8 {
  right: 66.66666667%;
}
.col-xs-pull-7 {
  right: 58.33333333%;
}
.col-xs-pull-6 {
  right: 50%;
}
.col-xs-pull-5 {
  right: 41.66666667%;
}
.col-xs-pull-4 {
  right: 33.33333333%;
}
.col-xs-pull-3 {
  right: 25%;
}
.col-xs-pull-2 {
  right: 16.66666667%;
}
.col-xs-pull-1 {
  right: 8.33333333%;
}
.col-xs-pull-0 {
  right: auto;
}
.col-xs-push-12 {
  left: 100%;
}
.col-xs-push-11 {
  left: 91.66666667%;
}
.col-xs-push-10 {
  left: 83.33333333%;
}
.col-xs-push-9 {
  left: 75%;
}
.col-xs-push-8 {
  left: 66.66666667%;
}
.col-xs-push-7 {
  left: 58.33333333%;
}
.col-xs-push-6 {
  left: 50%;
}
.col-xs-push-5 {
  left: 41.66666667%;
}
.col-xs-push-4 {
  left: 33.33333333%;
}
.col-xs-push-3 {
  left: 25%;
}
.col-xs-push-2 {
  left: 16.66666667%;
}
.col-xs-push-1 {
  left: 8.33333333%;
}
.col-xs-push-0 {
  left: auto;
}
.col-xs-offset-12 {
  margin-left: 100%;
}
.col-xs-offset-11 {
  margin-left: 91.66666667%;
}
.col-xs-offset-10 {
  margin-left: 83.33333333%;
}
.col-xs-offset-9 {
  margin-left: 75%;
}
.col-xs-offset-8 {
  margin-left: 66.66666667%;
}
.col-xs-offset-7 {
  margin-left: 58.33333333%;
}
.col-xs-offset-6 {
  margin-left: 50%;
}
.col-xs-offset-5 {
  margin-left: 41.66666667%;
}
.col-xs-offset-4 {
  margin-left: 33.33333333%;
}
.col-xs-offset-3 {
  margin-left: 25%;
}
.col-xs-offset-2 {
  margin-left: 16.66666667%;
}
.col-xs-offset-1 {
  margin-left: 8.33333333%;
}
.col-xs-offset-0 {
  margin-left: 0%;
}
@media (min-width: 768px) {
  .col-sm-1, .col-sm-2, .col-sm-3, .col-sm-4, .col-sm-5, .col-sm-6, .col-sm-7, .col-sm-8, .col-sm-9, .col-sm-10, .col-sm-11, .col-sm-12 {
    float: left;
  }
  .col-sm-12 {
    width: 100%;
  }
  .col-sm-11 {
    width: 91.66666667%;
  }
  .col-sm-10 {
    width: 83.33333333%;
  }
  .col-sm-9 {
    width: 75%;
  }
  .col-sm-8 {
    width: 66.66666667%;
  }
  .col-sm-7 {
    width: 58.33333333%;
  }
  .col-sm-6 {
    width: 50%;
  }
  .col-sm-5 {
    width: 41.66666667%;
  }
  .col-sm-4 {
    width: 33.33333333%;
  }
  .col-sm-3 {
    width: 25%;
  }
  .col-sm-2 {
    width: 16.66666667%;
  }
  .col-sm-1 {
    width: 8.33333333%;
  }
  .col-sm-pull-12 {
    right: 100%;
  }
  .col-sm-pull-11 {
    right: 91.66666667%;
  }
  .col-sm-pull-10 {
    right: 83.33333333%;
  }
  .col-sm-pull-9 {
    right: 75%;
  }
  .col-sm-pull-8 {
    right: 66.66666667%;
  }
  .col-sm-pull-7 {
    right: 58.33333333%;
  }
  .col-sm-pull-6 {
    right: 50%;
  }
  .col-sm-pull-5 {
    right: 41.66666667%;
  }
  .col-sm-pull-4 {
    right: 33.33333333%;
  }
  .col-sm-pull-3 {
    right: 25%;
  }
  .col-sm-pull-2 {
    right: 16.66666667%;
  }
  .col-sm-pull-1 {
    right: 8.33333333%;
  }
  .col-sm-pull-0 {
    right: auto;
  }
  .col-sm-push-12 {
    left: 100%;
  }
  .col-sm-push-11 {
    left: 91.66666667%;
  }
  .col-sm-push-10 {
    left: 83.33333333%;
  }
  .col-sm-push-9 {
    left: 75%;
  }
  .col-sm-push-8 {
    left: 66.66666667%;
  }
  .col-sm-push-7 {
    left: 58.33333333%;
  }
  .col-sm-push-6 {
    left: 50%;
  }
  .col-sm-push-5 {
    left: 41.66666667%;
  }
  .col-sm-push-4 {
    left: 33.33333333%;
  }
  .col-sm-push-3 {
    left: 25%;
  }
  .col-sm-push-2 {
    left: 16.66666667%;
  }
  .col-sm-push-1 {
    left: 8.33333333%;
  }
  .col-sm-push-0 {
    left: auto;
  }
  .col-sm-offset-12 {
    margin-left: 100%;
  }
  .col-sm-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-sm-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-sm-offset-9 {
    margin-left: 75%;
  }
  .col-sm-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-sm-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-sm-offset-6 {
    margin-left: 50%;
  }
  .col-sm-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-sm-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-sm-offset-3 {
    margin-left: 25%;
  }
  .col-sm-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-sm-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-sm-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 992px) {
  .col-md-1, .col-md-2, .col-md-3, .col-md-4, .col-md-5, .col-md-6, .col-md-7, .col-md-8, .col-md-9, .col-md-10, .col-md-11, .col-md-12 {
    float: left;
  }
  .col-md-12 {
    width: 100%;
  }
  .col-md-11 {
    width: 91.66666667%;
  }
  .col-md-10 {
    width: 83.33333333%;
  }
  .col-md-9 {
    width: 75%;
  }
  .col-md-8 {
    width: 66.66666667%;
  }
  .col-md-7 {
    width: 58.33333333%;
  }
  .col-md-6 {
    width: 50%;
  }
  .col-md-5 {
    width: 41.66666667%;
  }
  .col-md-4 {
    width: 33.33333333%;
  }
  .col-md-3 {
    width: 25%;
  }
  .col-md-2 {
    width: 16.66666667%;
  }
  .col-md-1 {
    width: 8.33333333%;
  }
  .col-md-pull-12 {
    right: 100%;
  }
  .col-md-pull-11 {
    right: 91.66666667%;
  }
  .col-md-pull-10 {
    right: 83.33333333%;
  }
  .col-md-pull-9 {
    right: 75%;
  }
  .col-md-pull-8 {
    right: 66.66666667%;
  }
  .col-md-pull-7 {
    right: 58.33333333%;
  }
  .col-md-pull-6 {
    right: 50%;
  }
  .col-md-pull-5 {
    right: 41.66666667%;
  }
  .col-md-pull-4 {
    right: 33.33333333%;
  }
  .col-md-pull-3 {
    right: 25%;
  }
  .col-md-pull-2 {
    right: 16.66666667%;
  }
  .col-md-pull-1 {
    right: 8.33333333%;
  }
  .col-md-pull-0 {
    right: auto;
  }
  .col-md-push-12 {
    left: 100%;
  }
  .col-md-push-11 {
    left: 91.66666667%;
  }
  .col-md-push-10 {
    left: 83.33333333%;
  }
  .col-md-push-9 {
    left: 75%;
  }
  .col-md-push-8 {
    left: 66.66666667%;
  }
  .col-md-push-7 {
    left: 58.33333333%;
  }
  .col-md-push-6 {
    left: 50%;
  }
  .col-md-push-5 {
    left: 41.66666667%;
  }
  .col-md-push-4 {
    left: 33.33333333%;
  }
  .col-md-push-3 {
    left: 25%;
  }
  .col-md-push-2 {
    left: 16.66666667%;
  }
  .col-md-push-1 {
    left: 8.33333333%;
  }
  .col-md-push-0 {
    left: auto;
  }
  .col-md-offset-12 {
    margin-left: 100%;
  }
  .col-md-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-md-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-md-offset-9 {
    margin-left: 75%;
  }
  .col-md-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-md-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-md-offset-6 {
    margin-left: 50%;
  }
  .col-md-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-md-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-md-offset-3 {
    margin-left: 25%;
  }
  .col-md-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-md-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-md-offset-0 {
    margin-left: 0%;
  }
}
@media (min-width: 1200px) {
  .col-lg-1, .col-lg-2, .col-lg-3, .col-lg-4, .col-lg-5, .col-lg-6, .col-lg-7, .col-lg-8, .col-lg-9, .col-lg-10, .col-lg-11, .col-lg-12 {
    float: left;
  }
  .col-lg-12 {
    width: 100%;
  }
  .col-lg-11 {
    width: 91.66666667%;
  }
  .col-lg-10 {
    width: 83.33333333%;
  }
  .col-lg-9 {
    width: 75%;
  }
  .col-lg-8 {
    width: 66.66666667%;
  }
  .col-lg-7 {
    width: 58.33333333%;
  }
  .col-lg-6 {
    width: 50%;
  }
  .col-lg-5 {
    width: 41.66666667%;
  }
  .col-lg-4 {
    width: 33.33333333%;
  }
  .col-lg-3 {
    width: 25%;
  }
  .col-lg-2 {
    width: 16.66666667%;
  }
  .col-lg-1 {
    width: 8.33333333%;
  }
  .col-lg-pull-12 {
    right: 100%;
  }
  .col-lg-pull-11 {
    right: 91.66666667%;
  }
  .col-lg-pull-10 {
    right: 83.33333333%;
  }
  .col-lg-pull-9 {
    right: 75%;
  }
  .col-lg-pull-8 {
    right: 66.66666667%;
  }
  .col-lg-pull-7 {
    right: 58.33333333%;
  }
  .col-lg-pull-6 {
    right: 50%;
  }
  .col-lg-pull-5 {
    right: 41.66666667%;
  }
  .col-lg-pull-4 {
    right: 33.33333333%;
  }
  .col-lg-pull-3 {
    right: 25%;
  }
  .col-lg-pull-2 {
    right: 16.66666667%;
  }
  .col-lg-pull-1 {
    right: 8.33333333%;
  }
  .col-lg-pull-0 {
    right: auto;
  }
  .col-lg-push-12 {
    left: 100%;
  }
  .col-lg-push-11 {
    left: 91.66666667%;
  }
  .col-lg-push-10 {
    left: 83.33333333%;
  }
  .col-lg-push-9 {
    left: 75%;
  }
  .col-lg-push-8 {
    left: 66.66666667%;
  }
  .col-lg-push-7 {
    left: 58.33333333%;
  }
  .col-lg-push-6 {
    left: 50%;
  }
  .col-lg-push-5 {
    left: 41.66666667%;
  }
  .col-lg-push-4 {
    left: 33.33333333%;
  }
  .col-lg-push-3 {
    left: 25%;
  }
  .col-lg-push-2 {
    left: 16.66666667%;
  }
  .col-lg-push-1 {
    left: 8.33333333%;
  }
  .col-lg-push-0 {
    left: auto;
  }
  .col-lg-offset-12 {
    margin-left: 100%;
  }
  .col-lg-offset-11 {
    margin-left: 91.66666667%;
  }
  .col-lg-offset-10 {
    margin-left: 83.33333333%;
  }
  .col-lg-offset-9 {
    margin-left: 75%;
  }
  .col-lg-offset-8 {
    margin-left: 66.66666667%;
  }
  .col-lg-offset-7 {
    margin-left: 58.33333333%;
  }
  .col-lg-offset-6 {
    margin-left: 50%;
  }
  .col-lg-offset-5 {
    margin-left: 41.66666667%;
  }
  .col-lg-offset-4 {
    margin-left: 33.33333333%;
  }
  .col-lg-offset-3 {
    margin-left: 25%;
  }
  .col-lg-offset-2 {
    margin-left: 16.66666667%;
  }
  .col-lg-offset-1 {
    margin-left: 8.33333333%;
  }
  .col-lg-offset-0 {
    margin-left: 0%;
  }
}
table {
  background-color: transparent;
}
caption {
  padding-top: 8px;
  padding-bottom: 8px;
  color: #777777;
  text-align: left;
}
th {
  text-align: left;
}
.table {
  width: 100%;
  max-width: 100%;
  margin-bottom: 18px;
}
.table > thead > tr > th,
.table > tbody > tr > th,
.table > tfoot > tr > th,
.table > thead > tr > td,
.table > tbody > tr > td,
.table > tfoot > tr > td {
  padding: 8px;
  line-height: 1.42857143;
  vertical-align: top;
  border-top: 1px solid #ddd;
}
.table > thead > tr > th {
  vertical-align: bottom;
  border-bottom: 2px solid #ddd;
}
.table > caption + thead > tr:first-child > th,
.table > colgroup + thead > tr:first-child > th,
.table > thead:first-child > tr:first-child > th,
.table > caption + thead > tr:first-child > td,
.table > colgroup + thead > tr:first-child > td,
.table > thead:first-child > tr:first-child > td {
  border-top: 0;
}
.table > tbody + tbody {
  border-top: 2px solid #ddd;
}
.table .table {
  background-color: #fff;
}
.table-condensed > thead > tr > th,
.table-condensed > tbody > tr > th,
.table-condensed > tfoot > tr > th,
.table-condensed > thead > tr > td,
.table-condensed > tbody > tr > td,
.table-condensed > tfoot > tr > td {
  padding: 5px;
}
.table-bordered {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > tbody > tr > th,
.table-bordered > tfoot > tr > th,
.table-bordered > thead > tr > td,
.table-bordered > tbody > tr > td,
.table-bordered > tfoot > tr > td {
  border: 1px solid #ddd;
}
.table-bordered > thead > tr > th,
.table-bordered > thead > tr > td {
  border-bottom-width: 2px;
}
.table-striped > tbody > tr:nth-of-type(odd) {
  background-color: #f9f9f9;
}
.table-hover > tbody > tr:hover {
  background-color: #f5f5f5;
}
table col[class*="col-"] {
  position: static;
  float: none;
  display: table-column;
}
table td[class*="col-"],
table th[class*="col-"] {
  position: static;
  float: none;
  display: table-cell;
}
.table > thead > tr > td.active,
.table > tbody > tr > td.active,
.table > tfoot > tr > td.active,
.table > thead > tr > th.active,
.table > tbody > tr > th.active,
.table > tfoot > tr > th.active,
.table > thead > tr.active > td,
.table > tbody > tr.active > td,
.table > tfoot > tr.active > td,
.table > thead > tr.active > th,
.table > tbody > tr.active > th,
.table > tfoot > tr.active > th {
  background-color: #f5f5f5;
}
.table-hover > tbody > tr > td.active:hover,
.table-hover > tbody > tr > th.active:hover,
.table-hover > tbody > tr.active:hover > td,
.table-hover > tbody > tr:hover > .active,
.table-hover > tbody > tr.active:hover > th {
  background-color: #e8e8e8;
}
.table > thead > tr > td.success,
.table > tbody > tr > td.success,
.table > tfoot > tr > td.success,
.table > thead > tr > th.success,
.table > tbody > tr > th.success,
.table > tfoot > tr > th.success,
.table > thead > tr.success > td,
.table > tbody > tr.success > td,
.table > tfoot > tr.success > td,
.table > thead > tr.success > th,
.table > tbody > tr.success > th,
.table > tfoot > tr.success > th {
  background-color: #dff0d8;
}
.table-hover > tbody > tr > td.success:hover,
.table-hover > tbody > tr > th.success:hover,
.table-hover > tbody > tr.success:hover > td,
.table-hover > tbody > tr:hover > .success,
.table-hover > tbody > tr.success:hover > th {
  background-color: #d0e9c6;
}
.table > thead > tr > td.info,
.table > tbody > tr > td.info,
.table > tfoot > tr > td.info,
.table > thead > tr > th.info,
.table > tbody > tr > th.info,
.table > tfoot > tr > th.info,
.table > thead > tr.info > td,
.table > tbody > tr.info > td,
.table > tfoot > tr.info > td,
.table > thead > tr.info > th,
.table > tbody > tr.info > th,
.table > tfoot > tr.info > th {
  background-color: #d9edf7;
}
.table-hover > tbody > tr > td.info:hover,
.table-hover > tbody > tr > th.info:hover,
.table-hover > tbody > tr.info:hover > td,
.table-hover > tbody > tr:hover > .info,
.table-hover > tbody > tr.info:hover > th {
  background-color: #c4e3f3;
}
.table > thead > tr > td.warning,
.table > tbody > tr > td.warning,
.table > tfoot > tr > td.warning,
.table > thead > tr > th.warning,
.table > tbody > tr > th.warning,
.table > tfoot > tr > th.warning,
.table > thead > tr.warning > td,
.table > tbody > tr.warning > td,
.table > tfoot > tr.warning > td,
.table > thead > tr.warning > th,
.table > tbody > tr.warning > th,
.table > tfoot > tr.warning > th {
  background-color: #fcf8e3;
}
.table-hover > tbody > tr > td.warning:hover,
.table-hover > tbody > tr > th.warning:hover,
.table-hover > tbody > tr.warning:hover > td,
.table-hover > tbody > tr:hover > .warning,
.table-hover > tbody > tr.warning:hover > th {
  background-color: #faf2cc;
}
.table > thead > tr > td.danger,
.table > tbody > tr > td.danger,
.table > tfoot > tr > td.danger,
.table > thead > tr > th.danger,
.table > tbody > tr > th.danger,
.table > tfoot > tr > th.danger,
.table > thead > tr.danger > td,
.table > tbody > tr.danger > td,
.table > tfoot > tr.danger > td,
.table > thead > tr.danger > th,
.table > tbody > tr.danger > th,
.table > tfoot > tr.danger > th {
  background-color: #f2dede;
}
.table-hover > tbody > tr > td.danger:hover,
.table-hover > tbody > tr > th.danger:hover,
.table-hover > tbody > tr.danger:hover > td,
.table-hover > tbody > tr:hover > .danger,
.table-hover > tbody > tr.danger:hover > th {
  background-color: #ebcccc;
}
.table-responsive {
  overflow-x: auto;
  min-height: 0.01%;
}
@media screen and (max-width: 767px) {
  .table-responsive {
    width: 100%;
    margin-bottom: 13.5px;
    overflow-y: hidden;
    -ms-overflow-style: -ms-autohiding-scrollbar;
    border: 1px solid #ddd;
  }
  .table-responsive > .table {
    margin-bottom: 0;
  }
  .table-responsive > .table > thead > tr > th,
  .table-responsive > .table > tbody > tr > th,
  .table-responsive > .table > tfoot > tr > th,
  .table-responsive > .table > thead > tr > td,
  .table-responsive > .table > tbody > tr > td,
  .table-responsive > .table > tfoot > tr > td {
    white-space: nowrap;
  }
  .table-responsive > .table-bordered {
    border: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:first-child,
  .table-responsive > .table-bordered > tbody > tr > th:first-child,
  .table-responsive > .table-bordered > tfoot > tr > th:first-child,
  .table-responsive > .table-bordered > thead > tr > td:first-child,
  .table-responsive > .table-bordered > tbody > tr > td:first-child,
  .table-responsive > .table-bordered > tfoot > tr > td:first-child {
    border-left: 0;
  }
  .table-responsive > .table-bordered > thead > tr > th:last-child,
  .table-responsive > .table-bordered > tbody > tr > th:last-child,
  .table-responsive > .table-bordered > tfoot > tr > th:last-child,
  .table-responsive > .table-bordered > thead > tr > td:last-child,
  .table-responsive > .table-bordered > tbody > tr > td:last-child,
  .table-responsive > .table-bordered > tfoot > tr > td:last-child {
    border-right: 0;
  }
  .table-responsive > .table-bordered > tbody > tr:last-child > th,
  .table-responsive > .table-bordered > tfoot > tr:last-child > th,
  .table-responsive > .table-bordered > tbody > tr:last-child > td,
  .table-responsive > .table-bordered > tfoot > tr:last-child > td {
    border-bottom: 0;
  }
}
fieldset {
  padding: 0;
  margin: 0;
  border: 0;
  min-width: 0;
}
legend {
  display: block;
  width: 100%;
  padding: 0;
  margin-bottom: 18px;
  font-size: 19.5px;
  line-height: inherit;
  color: #333333;
  border: 0;
  border-bottom: 1px solid #e5e5e5;
}
label {
  display: inline-block;
  max-width: 100%;
  margin-bottom: 5px;
  font-weight: bold;
}
input[type="search"] {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
input[type="radio"],
input[type="checkbox"] {
  margin: 4px 0 0;
  margin-top: 1px \9;
  line-height: normal;
}
input[type="file"] {
  display: block;
}
input[type="range"] {
  display: block;
  width: 100%;
}
select[multiple],
select[size] {
  height: auto;
}
input[type="file"]:focus,
input[type="radio"]:focus,
input[type="checkbox"]:focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
output {
  display: block;
  padding-top: 7px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
}
.form-control {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
}
.form-control:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.form-control::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.form-control:-ms-input-placeholder {
  color: #999;
}
.form-control::-webkit-input-placeholder {
  color: #999;
}
.form-control::-ms-expand {
  border: 0;
  background-color: transparent;
}
.form-control[disabled],
.form-control[readonly],
fieldset[disabled] .form-control {
  background-color: #eeeeee;
  opacity: 1;
}
.form-control[disabled],
fieldset[disabled] .form-control {
  cursor: not-allowed;
}
textarea.form-control {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: none;
}
@media screen and (-webkit-min-device-pixel-ratio: 0) {
  input[type="date"].form-control,
  input[type="time"].form-control,
  input[type="datetime-local"].form-control,
  input[type="month"].form-control {
    line-height: 32px;
  }
  input[type="date"].input-sm,
  input[type="time"].input-sm,
  input[type="datetime-local"].input-sm,
  input[type="month"].input-sm,
  .input-group-sm input[type="date"],
  .input-group-sm input[type="time"],
  .input-group-sm input[type="datetime-local"],
  .input-group-sm input[type="month"] {
    line-height: 30px;
  }
  input[type="date"].input-lg,
  input[type="time"].input-lg,
  input[type="datetime-local"].input-lg,
  input[type="month"].input-lg,
  .input-group-lg input[type="date"],
  .input-group-lg input[type="time"],
  .input-group-lg input[type="datetime-local"],
  .input-group-lg input[type="month"] {
    line-height: 45px;
  }
}
.form-group {
  margin-bottom: 15px;
}
.radio,
.checkbox {
  position: relative;
  display: block;
  margin-top: 10px;
  margin-bottom: 10px;
}
.radio label,
.checkbox label {
  min-height: 18px;
  padding-left: 20px;
  margin-bottom: 0;
  font-weight: normal;
  cursor: pointer;
}
.radio input[type="radio"],
.radio-inline input[type="radio"],
.checkbox input[type="checkbox"],
.checkbox-inline input[type="checkbox"] {
  position: absolute;
  margin-left: -20px;
  margin-top: 4px \9;
}
.radio + .radio,
.checkbox + .checkbox {
  margin-top: -5px;
}
.radio-inline,
.checkbox-inline {
  position: relative;
  display: inline-block;
  padding-left: 20px;
  margin-bottom: 0;
  vertical-align: middle;
  font-weight: normal;
  cursor: pointer;
}
.radio-inline + .radio-inline,
.checkbox-inline + .checkbox-inline {
  margin-top: 0;
  margin-left: 10px;
}
input[type="radio"][disabled],
input[type="checkbox"][disabled],
input[type="radio"].disabled,
input[type="checkbox"].disabled,
fieldset[disabled] input[type="radio"],
fieldset[disabled] input[type="checkbox"] {
  cursor: not-allowed;
}
.radio-inline.disabled,
.checkbox-inline.disabled,
fieldset[disabled] .radio-inline,
fieldset[disabled] .checkbox-inline {
  cursor: not-allowed;
}
.radio.disabled label,
.checkbox.disabled label,
fieldset[disabled] .radio label,
fieldset[disabled] .checkbox label {
  cursor: not-allowed;
}
.form-control-static {
  padding-top: 7px;
  padding-bottom: 7px;
  margin-bottom: 0;
  min-height: 31px;
}
.form-control-static.input-lg,
.form-control-static.input-sm {
  padding-left: 0;
  padding-right: 0;
}
.input-sm {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-sm {
  height: 30px;
  line-height: 30px;
}
textarea.input-sm,
select[multiple].input-sm {
  height: auto;
}
.form-group-sm .form-control {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.form-group-sm select.form-control {
  height: 30px;
  line-height: 30px;
}
.form-group-sm textarea.form-control,
.form-group-sm select[multiple].form-control {
  height: auto;
}
.form-group-sm .form-control-static {
  height: 30px;
  min-height: 30px;
  padding: 6px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.input-lg {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-lg {
  height: 45px;
  line-height: 45px;
}
textarea.input-lg,
select[multiple].input-lg {
  height: auto;
}
.form-group-lg .form-control {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.form-group-lg select.form-control {
  height: 45px;
  line-height: 45px;
}
.form-group-lg textarea.form-control,
.form-group-lg select[multiple].form-control {
  height: auto;
}
.form-group-lg .form-control-static {
  height: 45px;
  min-height: 35px;
  padding: 11px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.has-feedback {
  position: relative;
}
.has-feedback .form-control {
  padding-right: 40px;
}
.form-control-feedback {
  position: absolute;
  top: 0;
  right: 0;
  z-index: 2;
  display: block;
  width: 32px;
  height: 32px;
  line-height: 32px;
  text-align: center;
  pointer-events: none;
}
.input-lg + .form-control-feedback,
.input-group-lg + .form-control-feedback,
.form-group-lg .form-control + .form-control-feedback {
  width: 45px;
  height: 45px;
  line-height: 45px;
}
.input-sm + .form-control-feedback,
.input-group-sm + .form-control-feedback,
.form-group-sm .form-control + .form-control-feedback {
  width: 30px;
  height: 30px;
  line-height: 30px;
}
.has-success .help-block,
.has-success .control-label,
.has-success .radio,
.has-success .checkbox,
.has-success .radio-inline,
.has-success .checkbox-inline,
.has-success.radio label,
.has-success.checkbox label,
.has-success.radio-inline label,
.has-success.checkbox-inline label {
  color: #3c763d;
}
.has-success .form-control {
  border-color: #3c763d;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-success .form-control:focus {
  border-color: #2b542c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #67b168;
}
.has-success .input-group-addon {
  color: #3c763d;
  border-color: #3c763d;
  background-color: #dff0d8;
}
.has-success .form-control-feedback {
  color: #3c763d;
}
.has-warning .help-block,
.has-warning .control-label,
.has-warning .radio,
.has-warning .checkbox,
.has-warning .radio-inline,
.has-warning .checkbox-inline,
.has-warning.radio label,
.has-warning.checkbox label,
.has-warning.radio-inline label,
.has-warning.checkbox-inline label {
  color: #8a6d3b;
}
.has-warning .form-control {
  border-color: #8a6d3b;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-warning .form-control:focus {
  border-color: #66512c;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #c0a16b;
}
.has-warning .input-group-addon {
  color: #8a6d3b;
  border-color: #8a6d3b;
  background-color: #fcf8e3;
}
.has-warning .form-control-feedback {
  color: #8a6d3b;
}
.has-error .help-block,
.has-error .control-label,
.has-error .radio,
.has-error .checkbox,
.has-error .radio-inline,
.has-error .checkbox-inline,
.has-error.radio label,
.has-error.checkbox label,
.has-error.radio-inline label,
.has-error.checkbox-inline label {
  color: #a94442;
}
.has-error .form-control {
  border-color: #a94442;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
}
.has-error .form-control:focus {
  border-color: #843534;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075), 0 0 6px #ce8483;
}
.has-error .input-group-addon {
  color: #a94442;
  border-color: #a94442;
  background-color: #f2dede;
}
.has-error .form-control-feedback {
  color: #a94442;
}
.has-feedback label ~ .form-control-feedback {
  top: 23px;
}
.has-feedback label.sr-only ~ .form-control-feedback {
  top: 0;
}
.help-block {
  display: block;
  margin-top: 5px;
  margin-bottom: 10px;
  color: #404040;
}
@media (min-width: 768px) {
  .form-inline .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .form-inline .form-control-static {
    display: inline-block;
  }
  .form-inline .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .form-inline .input-group .input-group-addon,
  .form-inline .input-group .input-group-btn,
  .form-inline .input-group .form-control {
    width: auto;
  }
  .form-inline .input-group > .form-control {
    width: 100%;
  }
  .form-inline .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio,
  .form-inline .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .form-inline .radio label,
  .form-inline .checkbox label {
    padding-left: 0;
  }
  .form-inline .radio input[type="radio"],
  .form-inline .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .form-inline .has-feedback .form-control-feedback {
    top: 0;
  }
}
.form-horizontal .radio,
.form-horizontal .checkbox,
.form-horizontal .radio-inline,
.form-horizontal .checkbox-inline {
  margin-top: 0;
  margin-bottom: 0;
  padding-top: 7px;
}
.form-horizontal .radio,
.form-horizontal .checkbox {
  min-height: 25px;
}
.form-horizontal .form-group {
  margin-left: 0px;
  margin-right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .control-label {
    text-align: right;
    margin-bottom: 0;
    padding-top: 7px;
  }
}
.form-horizontal .has-feedback .form-control-feedback {
  right: 0px;
}
@media (min-width: 768px) {
  .form-horizontal .form-group-lg .control-label {
    padding-top: 11px;
    font-size: 17px;
  }
}
@media (min-width: 768px) {
  .form-horizontal .form-group-sm .control-label {
    padding-top: 6px;
    font-size: 12px;
  }
}
.btn {
  display: inline-block;
  margin-bottom: 0;
  font-weight: normal;
  text-align: center;
  vertical-align: middle;
  touch-action: manipulation;
  cursor: pointer;
  background-image: none;
  border: 1px solid transparent;
  white-space: nowrap;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  border-radius: 2px;
  -webkit-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
}
.btn:focus,
.btn:active:focus,
.btn.active:focus,
.btn.focus,
.btn:active.focus,
.btn.active.focus {
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
.btn:hover,
.btn:focus,
.btn.focus {
  color: #333;
  text-decoration: none;
}
.btn:active,
.btn.active {
  outline: 0;
  background-image: none;
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn.disabled,
.btn[disabled],
fieldset[disabled] .btn {
  cursor: not-allowed;
  opacity: 0.65;
  filter: alpha(opacity=65);
  -webkit-box-shadow: none;
  box-shadow: none;
}
a.btn.disabled,
fieldset[disabled] a.btn {
  pointer-events: none;
}
.btn-default {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.btn-default:focus,
.btn-default.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.btn-default:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active:hover,
.btn-default.active:hover,
.open > .dropdown-toggle.btn-default:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.open > .dropdown-toggle.btn-default:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn-default.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  background-image: none;
}
.btn-default.disabled:hover,
.btn-default[disabled]:hover,
fieldset[disabled] .btn-default:hover,
.btn-default.disabled:focus,
.btn-default[disabled]:focus,
fieldset[disabled] .btn-default:focus,
.btn-default.disabled.focus,
.btn-default[disabled].focus,
fieldset[disabled] .btn-default.focus {
  background-color: #fff;
  border-color: #ccc;
}
.btn-default .badge {
  color: #fff;
  background-color: #333;
}
.btn-primary {
  color: #fff;
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary:focus,
.btn-primary.focus {
  color: #fff;
  background-color: #286090;
  border-color: #122b40;
}
.btn-primary:hover {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active:hover,
.btn-primary.active:hover,
.open > .dropdown-toggle.btn-primary:hover,
.btn-primary:active:focus,
.btn-primary.active:focus,
.open > .dropdown-toggle.btn-primary:focus,
.btn-primary:active.focus,
.btn-primary.active.focus,
.open > .dropdown-toggle.btn-primary.focus {
  color: #fff;
  background-color: #204d74;
  border-color: #122b40;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  background-image: none;
}
.btn-primary.disabled:hover,
.btn-primary[disabled]:hover,
fieldset[disabled] .btn-primary:hover,
.btn-primary.disabled:focus,
.btn-primary[disabled]:focus,
fieldset[disabled] .btn-primary:focus,
.btn-primary.disabled.focus,
.btn-primary[disabled].focus,
fieldset[disabled] .btn-primary.focus {
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary .badge {
  color: #337ab7;
  background-color: #fff;
}
.btn-success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success:focus,
.btn-success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.btn-success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active:hover,
.btn-success.active:hover,
.open > .dropdown-toggle.btn-success:hover,
.btn-success:active:focus,
.btn-success.active:focus,
.open > .dropdown-toggle.btn-success:focus,
.btn-success:active.focus,
.btn-success.active.focus,
.open > .dropdown-toggle.btn-success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  background-image: none;
}
.btn-success.disabled:hover,
.btn-success[disabled]:hover,
fieldset[disabled] .btn-success:hover,
.btn-success.disabled:focus,
.btn-success[disabled]:focus,
fieldset[disabled] .btn-success:focus,
.btn-success.disabled.focus,
.btn-success[disabled].focus,
fieldset[disabled] .btn-success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.btn-info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info:focus,
.btn-info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.btn-info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active:hover,
.btn-info.active:hover,
.open > .dropdown-toggle.btn-info:hover,
.btn-info:active:focus,
.btn-info.active:focus,
.open > .dropdown-toggle.btn-info:focus,
.btn-info:active.focus,
.btn-info.active.focus,
.open > .dropdown-toggle.btn-info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  background-image: none;
}
.btn-info.disabled:hover,
.btn-info[disabled]:hover,
fieldset[disabled] .btn-info:hover,
.btn-info.disabled:focus,
.btn-info[disabled]:focus,
fieldset[disabled] .btn-info:focus,
.btn-info.disabled.focus,
.btn-info[disabled].focus,
fieldset[disabled] .btn-info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.btn-warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning:focus,
.btn-warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.btn-warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active:hover,
.btn-warning.active:hover,
.open > .dropdown-toggle.btn-warning:hover,
.btn-warning:active:focus,
.btn-warning.active:focus,
.open > .dropdown-toggle.btn-warning:focus,
.btn-warning:active.focus,
.btn-warning.active.focus,
.open > .dropdown-toggle.btn-warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  background-image: none;
}
.btn-warning.disabled:hover,
.btn-warning[disabled]:hover,
fieldset[disabled] .btn-warning:hover,
.btn-warning.disabled:focus,
.btn-warning[disabled]:focus,
fieldset[disabled] .btn-warning:focus,
.btn-warning.disabled.focus,
.btn-warning[disabled].focus,
fieldset[disabled] .btn-warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.btn-danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger:focus,
.btn-danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.btn-danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active:hover,
.btn-danger.active:hover,
.open > .dropdown-toggle.btn-danger:hover,
.btn-danger:active:focus,
.btn-danger.active:focus,
.open > .dropdown-toggle.btn-danger:focus,
.btn-danger:active.focus,
.btn-danger.active.focus,
.open > .dropdown-toggle.btn-danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  background-image: none;
}
.btn-danger.disabled:hover,
.btn-danger[disabled]:hover,
fieldset[disabled] .btn-danger:hover,
.btn-danger.disabled:focus,
.btn-danger[disabled]:focus,
fieldset[disabled] .btn-danger:focus,
.btn-danger.disabled.focus,
.btn-danger[disabled].focus,
fieldset[disabled] .btn-danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger .badge {
  color: #d9534f;
  background-color: #fff;
}
.btn-link {
  color: #337ab7;
  font-weight: normal;
  border-radius: 0;
}
.btn-link,
.btn-link:active,
.btn-link.active,
.btn-link[disabled],
fieldset[disabled] .btn-link {
  background-color: transparent;
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn-link,
.btn-link:hover,
.btn-link:focus,
.btn-link:active {
  border-color: transparent;
}
.btn-link:hover,
.btn-link:focus {
  color: #23527c;
  text-decoration: underline;
  background-color: transparent;
}
.btn-link[disabled]:hover,
fieldset[disabled] .btn-link:hover,
.btn-link[disabled]:focus,
fieldset[disabled] .btn-link:focus {
  color: #777777;
  text-decoration: none;
}
.btn-lg,
.btn-group-lg > .btn {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.btn-sm,
.btn-group-sm > .btn {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-xs,
.btn-group-xs > .btn {
  padding: 1px 5px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-block {
  display: block;
  width: 100%;
}
.btn-block + .btn-block {
  margin-top: 5px;
}
input[type="submit"].btn-block,
input[type="reset"].btn-block,
input[type="button"].btn-block {
  width: 100%;
}
.fade {
  opacity: 0;
  -webkit-transition: opacity 0.15s linear;
  -o-transition: opacity 0.15s linear;
  transition: opacity 0.15s linear;
}
.fade.in {
  opacity: 1;
}
.collapse {
  display: none;
}
.collapse.in {
  display: block;
}
tr.collapse.in {
  display: table-row;
}
tbody.collapse.in {
  display: table-row-group;
}
.collapsing {
  position: relative;
  height: 0;
  overflow: hidden;
  -webkit-transition-property: height, visibility;
  transition-property: height, visibility;
  -webkit-transition-duration: 0.35s;
  transition-duration: 0.35s;
  -webkit-transition-timing-function: ease;
  transition-timing-function: ease;
}
.caret {
  display: inline-block;
  width: 0;
  height: 0;
  margin-left: 2px;
  vertical-align: middle;
  border-top: 4px dashed;
  border-top: 4px solid \9;
  border-right: 4px solid transparent;
  border-left: 4px solid transparent;
}
.dropup,
.dropdown {
  position: relative;
}
.dropdown-toggle:focus {
  outline: 0;
}
.dropdown-menu {
  position: absolute;
  top: 100%;
  left: 0;
  z-index: 1000;
  display: none;
  float: left;
  min-width: 160px;
  padding: 5px 0;
  margin: 2px 0 0;
  list-style: none;
  font-size: 13px;
  text-align: left;
  background-color: #fff;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.15);
  border-radius: 2px;
  -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  background-clip: padding-box;
}
.dropdown-menu.pull-right {
  right: 0;
  left: auto;
}
.dropdown-menu .divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.dropdown-menu > li > a {
  display: block;
  padding: 3px 20px;
  clear: both;
  font-weight: normal;
  line-height: 1.42857143;
  color: #333333;
  white-space: nowrap;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
  text-decoration: none;
  color: #262626;
  background-color: #f5f5f5;
}
.dropdown-menu > .active > a,
.dropdown-menu > .active > a:hover,
.dropdown-menu > .active > a:focus {
  color: #fff;
  text-decoration: none;
  outline: 0;
  background-color: #337ab7;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  color: #777777;
}
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  text-decoration: none;
  background-color: transparent;
  background-image: none;
  filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
  cursor: not-allowed;
}
.open > .dropdown-menu {
  display: block;
}
.open > a {
  outline: 0;
}
.dropdown-menu-right {
  left: auto;
  right: 0;
}
.dropdown-menu-left {
  left: 0;
  right: auto;
}
.dropdown-header {
  display: block;
  padding: 3px 20px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #777777;
  white-space: nowrap;
}
.dropdown-backdrop {
  position: fixed;
  left: 0;
  right: 0;
  bottom: 0;
  top: 0;
  z-index: 990;
}
.pull-right > .dropdown-menu {
  right: 0;
  left: auto;
}
.dropup .caret,
.navbar-fixed-bottom .dropdown .caret {
  border-top: 0;
  border-bottom: 4px dashed;
  border-bottom: 4px solid \9;
  content: "";
}
.dropup .dropdown-menu,
.navbar-fixed-bottom .dropdown .dropdown-menu {
  top: auto;
  bottom: 100%;
  margin-bottom: 2px;
}
@media (min-width: 541px) {
  .navbar-right .dropdown-menu {
    left: auto;
    right: 0;
  }
  .navbar-right .dropdown-menu-left {
    left: 0;
    right: auto;
  }
}
.btn-group,
.btn-group-vertical {
  position: relative;
  display: inline-block;
  vertical-align: middle;
}
.btn-group > .btn,
.btn-group-vertical > .btn {
  position: relative;
  float: left;
}
.btn-group > .btn:hover,
.btn-group-vertical > .btn:hover,
.btn-group > .btn:focus,
.btn-group-vertical > .btn:focus,
.btn-group > .btn:active,
.btn-group-vertical > .btn:active,
.btn-group > .btn.active,
.btn-group-vertical > .btn.active {
  z-index: 2;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
  margin-left: -1px;
}
.btn-toolbar {
  margin-left: -5px;
}
.btn-toolbar .btn,
.btn-toolbar .btn-group,
.btn-toolbar .input-group {
  float: left;
}
.btn-toolbar > .btn,
.btn-toolbar > .btn-group,
.btn-toolbar > .input-group {
  margin-left: 5px;
}
.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
  border-radius: 0;
}
.btn-group > .btn:first-child {
  margin-left: 0;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn:last-child:not(:first-child),
.btn-group > .dropdown-toggle:not(:first-child) {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group > .btn-group {
  float: left;
}
.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group .dropdown-toggle:active,
.btn-group.open .dropdown-toggle {
  outline: 0;
}
.btn-group > .btn + .dropdown-toggle {
  padding-left: 8px;
  padding-right: 8px;
}
.btn-group > .btn-lg + .dropdown-toggle {
  padding-left: 12px;
  padding-right: 12px;
}
.btn-group.open .dropdown-toggle {
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn-group.open .dropdown-toggle.btn-link {
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn .caret {
  margin-left: 0;
}
.btn-lg .caret {
  border-width: 5px 5px 0;
  border-bottom-width: 0;
}
.dropup .btn-lg .caret {
  border-width: 0 5px 5px;
}
.btn-group-vertical > .btn,
.btn-group-vertical > .btn-group,
.btn-group-vertical > .btn-group > .btn {
  display: block;
  float: none;
  width: 100%;
  max-width: 100%;
}
.btn-group-vertical > .btn-group > .btn {
  float: none;
}
.btn-group-vertical > .btn + .btn,
.btn-group-vertical > .btn + .btn-group,
.btn-group-vertical > .btn-group + .btn,
.btn-group-vertical > .btn-group + .btn-group {
  margin-top: -1px;
  margin-left: 0;
}
.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.btn-group-vertical > .btn:first-child:not(:last-child) {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn:last-child:not(:first-child) {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.btn-group-justified {
  display: table;
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
}
.btn-group-justified > .btn,
.btn-group-justified > .btn-group {
  float: none;
  display: table-cell;
  width: 1%;
}
.btn-group-justified > .btn-group .btn {
  width: 100%;
}
.btn-group-justified > .btn-group .dropdown-menu {
  left: auto;
}
[data-toggle="buttons"] > .btn input[type="radio"],
[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
[data-toggle="buttons"] > .btn input[type="checkbox"],
[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
  position: absolute;
  clip: rect(0, 0, 0, 0);
  pointer-events: none;
}
.input-group {
  position: relative;
  display: table;
  border-collapse: separate;
}
.input-group[class*="col-"] {
  float: none;
  padding-left: 0;
  padding-right: 0;
}
.input-group .form-control {
  position: relative;
  z-index: 2;
  float: left;
  width: 100%;
  margin-bottom: 0;
}
.input-group .form-control:focus {
  z-index: 3;
}
.input-group-lg > .form-control,
.input-group-lg > .input-group-addon,
.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-group-lg > .form-control,
select.input-group-lg > .input-group-addon,
select.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  line-height: 45px;
}
textarea.input-group-lg > .form-control,
textarea.input-group-lg > .input-group-addon,
textarea.input-group-lg > .input-group-btn > .btn,
select[multiple].input-group-lg > .form-control,
select[multiple].input-group-lg > .input-group-addon,
select[multiple].input-group-lg > .input-group-btn > .btn {
  height: auto;
}
.input-group-sm > .form-control,
.input-group-sm > .input-group-addon,
.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-group-sm > .form-control,
select.input-group-sm > .input-group-addon,
select.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  line-height: 30px;
}
textarea.input-group-sm > .form-control,
textarea.input-group-sm > .input-group-addon,
textarea.input-group-sm > .input-group-btn > .btn,
select[multiple].input-group-sm > .form-control,
select[multiple].input-group-sm > .input-group-addon,
select[multiple].input-group-sm > .input-group-btn > .btn {
  height: auto;
}
.input-group-addon,
.input-group-btn,
.input-group .form-control {
  display: table-cell;
}
.input-group-addon:not(:first-child):not(:last-child),
.input-group-btn:not(:first-child):not(:last-child),
.input-group .form-control:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.input-group-addon,
.input-group-btn {
  width: 1%;
  white-space: nowrap;
  vertical-align: middle;
}
.input-group-addon {
  padding: 6px 12px;
  font-size: 13px;
  font-weight: normal;
  line-height: 1;
  color: #555555;
  text-align: center;
  background-color: #eeeeee;
  border: 1px solid #ccc;
  border-radius: 2px;
}
.input-group-addon.input-sm {
  padding: 5px 10px;
  font-size: 12px;
  border-radius: 1px;
}
.input-group-addon.input-lg {
  padding: 10px 16px;
  font-size: 17px;
  border-radius: 3px;
}
.input-group-addon input[type="radio"],
.input-group-addon input[type="checkbox"] {
  margin-top: 0;
}
.input-group .form-control:first-child,
.input-group-addon:first-child,
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group > .btn,
.input-group-btn:first-child > .dropdown-toggle,
.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.input-group-addon:first-child {
  border-right: 0;
}
.input-group .form-control:last-child,
.input-group-addon:last-child,
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group > .btn,
.input-group-btn:last-child > .dropdown-toggle,
.input-group-btn:first-child > .btn:not(:first-child),
.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.input-group-addon:last-child {
  border-left: 0;
}
.input-group-btn {
  position: relative;
  font-size: 0;
  white-space: nowrap;
}
.input-group-btn > .btn {
  position: relative;
}
.input-group-btn > .btn + .btn {
  margin-left: -1px;
}
.input-group-btn > .btn:hover,
.input-group-btn > .btn:focus,
.input-group-btn > .btn:active {
  z-index: 2;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
  margin-right: -1px;
}
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group {
  z-index: 2;
  margin-left: -1px;
}
.nav {
  margin-bottom: 0;
  padding-left: 0;
  list-style: none;
}
.nav > li {
  position: relative;
  display: block;
}
.nav > li > a {
  position: relative;
  display: block;
  padding: 10px 15px;
}
.nav > li > a:hover,
.nav > li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.nav > li.disabled > a {
  color: #777777;
}
.nav > li.disabled > a:hover,
.nav > li.disabled > a:focus {
  color: #777777;
  text-decoration: none;
  background-color: transparent;
  cursor: not-allowed;
}
.nav .open > a,
.nav .open > a:hover,
.nav .open > a:focus {
  background-color: #eeeeee;
  border-color: #337ab7;
}
.nav .nav-divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.nav > li > a > img {
  max-width: none;
}
.nav-tabs {
  border-bottom: 1px solid #ddd;
}
.nav-tabs > li {
  float: left;
  margin-bottom: -1px;
}
.nav-tabs > li > a {
  margin-right: 2px;
  line-height: 1.42857143;
  border: 1px solid transparent;
  border-radius: 2px 2px 0 0;
}
.nav-tabs > li > a:hover {
  border-color: #eeeeee #eeeeee #ddd;
}
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
  color: #555555;
  background-color: #fff;
  border: 1px solid #ddd;
  border-bottom-color: transparent;
  cursor: default;
}
.nav-tabs.nav-justified {
  width: 100%;
  border-bottom: 0;
}
.nav-tabs.nav-justified > li {
  float: none;
}
.nav-tabs.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-tabs.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-tabs.nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs.nav-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs.nav-justified > .active > a,
.nav-tabs.nav-justified > .active > a:hover,
.nav-tabs.nav-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs.nav-justified > .active > a,
  .nav-tabs.nav-justified > .active > a:hover,
  .nav-tabs.nav-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.nav-pills > li {
  float: left;
}
.nav-pills > li > a {
  border-radius: 2px;
}
.nav-pills > li + li {
  margin-left: 2px;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
  color: #fff;
  background-color: #337ab7;
}
.nav-stacked > li {
  float: none;
}
.nav-stacked > li + li {
  margin-top: 2px;
  margin-left: 0;
}
.nav-justified {
  width: 100%;
}
.nav-justified > li {
  float: none;
}
.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs-justified {
  border-bottom: 0;
}
.nav-tabs-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs-justified > .active > a,
.nav-tabs-justified > .active > a:hover,
.nav-tabs-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs-justified > .active > a,
  .nav-tabs-justified > .active > a:hover,
  .nav-tabs-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.tab-content > .tab-pane {
  display: none;
}
.tab-content > .active {
  display: block;
}
.nav-tabs .dropdown-menu {
  margin-top: -1px;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar {
  position: relative;
  min-height: 30px;
  margin-bottom: 18px;
  border: 1px solid transparent;
}
@media (min-width: 541px) {
  .navbar {
    border-radius: 2px;
  }
}
@media (min-width: 541px) {
  .navbar-header {
    float: left;
  }
}
.navbar-collapse {
  overflow-x: visible;
  padding-right: 0px;
  padding-left: 0px;
  border-top: 1px solid transparent;
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
  -webkit-overflow-scrolling: touch;
}
.navbar-collapse.in {
  overflow-y: auto;
}
@media (min-width: 541px) {
  .navbar-collapse {
    width: auto;
    border-top: 0;
    box-shadow: none;
  }
  .navbar-collapse.collapse {
    display: block !important;
    height: auto !important;
    padding-bottom: 0;
    overflow: visible !important;
  }
  .navbar-collapse.in {
    overflow-y: visible;
  }
  .navbar-fixed-top .navbar-collapse,
  .navbar-static-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    padding-left: 0;
    padding-right: 0;
  }
}
.navbar-fixed-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
  max-height: 340px;
}
@media (max-device-width: 540px) and (orientation: landscape) {
  .navbar-fixed-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    max-height: 200px;
  }
}
.container > .navbar-header,
.container-fluid > .navbar-header,
.container > .navbar-collapse,
.container-fluid > .navbar-collapse {
  margin-right: 0px;
  margin-left: 0px;
}
@media (min-width: 541px) {
  .container > .navbar-header,
  .container-fluid > .navbar-header,
  .container > .navbar-collapse,
  .container-fluid > .navbar-collapse {
    margin-right: 0;
    margin-left: 0;
  }
}
.navbar-static-top {
  z-index: 1000;
  border-width: 0 0 1px;
}
@media (min-width: 541px) {
  .navbar-static-top {
    border-radius: 0;
  }
}
.navbar-fixed-top,
.navbar-fixed-bottom {
  position: fixed;
  right: 0;
  left: 0;
  z-index: 1030;
}
@media (min-width: 541px) {
  .navbar-fixed-top,
  .navbar-fixed-bottom {
    border-radius: 0;
  }
}
.navbar-fixed-top {
  top: 0;
  border-width: 0 0 1px;
}
.navbar-fixed-bottom {
  bottom: 0;
  margin-bottom: 0;
  border-width: 1px 0 0;
}
.navbar-brand {
  float: left;
  padding: 6px 0px;
  font-size: 17px;
  line-height: 18px;
  height: 30px;
}
.navbar-brand:hover,
.navbar-brand:focus {
  text-decoration: none;
}
.navbar-brand > img {
  display: block;
}
@media (min-width: 541px) {
  .navbar > .container .navbar-brand,
  .navbar > .container-fluid .navbar-brand {
    margin-left: 0px;
  }
}
.navbar-toggle {
  position: relative;
  float: right;
  margin-right: 0px;
  padding: 9px 10px;
  margin-top: -2px;
  margin-bottom: -2px;
  background-color: transparent;
  background-image: none;
  border: 1px solid transparent;
  border-radius: 2px;
}
.navbar-toggle:focus {
  outline: 0;
}
.navbar-toggle .icon-bar {
  display: block;
  width: 22px;
  height: 2px;
  border-radius: 1px;
}
.navbar-toggle .icon-bar + .icon-bar {
  margin-top: 4px;
}
@media (min-width: 541px) {
  .navbar-toggle {
    display: none;
  }
}
.navbar-nav {
  margin: 3px 0px;
}
.navbar-nav > li > a {
  padding-top: 10px;
  padding-bottom: 10px;
  line-height: 18px;
}
@media (max-width: 540px) {
  .navbar-nav .open .dropdown-menu {
    position: static;
    float: none;
    width: auto;
    margin-top: 0;
    background-color: transparent;
    border: 0;
    box-shadow: none;
  }
  .navbar-nav .open .dropdown-menu > li > a,
  .navbar-nav .open .dropdown-menu .dropdown-header {
    padding: 5px 15px 5px 25px;
  }
  .navbar-nav .open .dropdown-menu > li > a {
    line-height: 18px;
  }
  .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-nav .open .dropdown-menu > li > a:focus {
    background-image: none;
  }
}
@media (min-width: 541px) {
  .navbar-nav {
    float: left;
    margin: 0;
  }
  .navbar-nav > li {
    float: left;
  }
  .navbar-nav > li > a {
    padding-top: 6px;
    padding-bottom: 6px;
  }
}
.navbar-form {
  margin-left: 0px;
  margin-right: 0px;
  padding: 10px 0px;
  border-top: 1px solid transparent;
  border-bottom: 1px solid transparent;
  -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  margin-top: -1px;
  margin-bottom: -1px;
}
@media (min-width: 768px) {
  .navbar-form .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .navbar-form .form-control-static {
    display: inline-block;
  }
  .navbar-form .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .navbar-form .input-group .input-group-addon,
  .navbar-form .input-group .input-group-btn,
  .navbar-form .input-group .form-control {
    width: auto;
  }
  .navbar-form .input-group > .form-control {
    width: 100%;
  }
  .navbar-form .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio,
  .navbar-form .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio label,
  .navbar-form .checkbox label {
    padding-left: 0;
  }
  .navbar-form .radio input[type="radio"],
  .navbar-form .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .navbar-form .has-feedback .form-control-feedback {
    top: 0;
  }
}
@media (max-width: 540px) {
  .navbar-form .form-group {
    margin-bottom: 5px;
  }
  .navbar-form .form-group:last-child {
    margin-bottom: 0;
  }
}
@media (min-width: 541px) {
  .navbar-form {
    width: auto;
    border: 0;
    margin-left: 0;
    margin-right: 0;
    padding-top: 0;
    padding-bottom: 0;
    -webkit-box-shadow: none;
    box-shadow: none;
  }
}
.navbar-nav > li > .dropdown-menu {
  margin-top: 0;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
  margin-bottom: 0;
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.navbar-btn {
  margin-top: -1px;
  margin-bottom: -1px;
}
.navbar-btn.btn-sm {
  margin-top: 0px;
  margin-bottom: 0px;
}
.navbar-btn.btn-xs {
  margin-top: 4px;
  margin-bottom: 4px;
}
.navbar-text {
  margin-top: 6px;
  margin-bottom: 6px;
}
@media (min-width: 541px) {
  .navbar-text {
    float: left;
    margin-left: 0px;
    margin-right: 0px;
  }
}
@media (min-width: 541px) {
  .navbar-left {
    float: left !important;
    float: left;
  }
  .navbar-right {
    float: right !important;
    float: right;
    margin-right: 0px;
  }
  .navbar-right ~ .navbar-right {
    margin-right: 0;
  }
}
.navbar-default {
  background-color: #f8f8f8;
  border-color: #e7e7e7;
}
.navbar-default .navbar-brand {
  color: #777;
}
.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
  color: #5e5e5e;
  background-color: transparent;
}
.navbar-default .navbar-text {
  color: #777;
}
.navbar-default .navbar-nav > li > a {
  color: #777;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
  color: #333;
  background-color: transparent;
}
.navbar-default .navbar-nav > .active > a,
.navbar-default .navbar-nav > .active > a:hover,
.navbar-default .navbar-nav > .active > a:focus {
  color: #555;
  background-color: #e7e7e7;
}
.navbar-default .navbar-nav > .disabled > a,
.navbar-default .navbar-nav > .disabled > a:hover,
.navbar-default .navbar-nav > .disabled > a:focus {
  color: #ccc;
  background-color: transparent;
}
.navbar-default .navbar-toggle {
  border-color: #ddd;
}
.navbar-default .navbar-toggle:hover,
.navbar-default .navbar-toggle:focus {
  background-color: #ddd;
}
.navbar-default .navbar-toggle .icon-bar {
  background-color: #888;
}
.navbar-default .navbar-collapse,
.navbar-default .navbar-form {
  border-color: #e7e7e7;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
  background-color: #e7e7e7;
  color: #555;
}
@media (max-width: 540px) {
  .navbar-default .navbar-nav .open .dropdown-menu > li > a {
    color: #777;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #333;
    background-color: transparent;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #555;
    background-color: #e7e7e7;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #ccc;
    background-color: transparent;
  }
}
.navbar-default .navbar-link {
  color: #777;
}
.navbar-default .navbar-link:hover {
  color: #333;
}
.navbar-default .btn-link {
  color: #777;
}
.navbar-default .btn-link:hover,
.navbar-default .btn-link:focus {
  color: #333;
}
.navbar-default .btn-link[disabled]:hover,
fieldset[disabled] .navbar-default .btn-link:hover,
.navbar-default .btn-link[disabled]:focus,
fieldset[disabled] .navbar-default .btn-link:focus {
  color: #ccc;
}
.navbar-inverse {
  background-color: #222;
  border-color: #080808;
}
.navbar-inverse .navbar-brand {
  color: #9d9d9d;
}
.navbar-inverse .navbar-brand:hover,
.navbar-inverse .navbar-brand:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-text {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a:hover,
.navbar-inverse .navbar-nav > li > a:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-nav > .active > a,
.navbar-inverse .navbar-nav > .active > a:hover,
.navbar-inverse .navbar-nav > .active > a:focus {
  color: #fff;
  background-color: #080808;
}
.navbar-inverse .navbar-nav > .disabled > a,
.navbar-inverse .navbar-nav > .disabled > a:hover,
.navbar-inverse .navbar-nav > .disabled > a:focus {
  color: #444;
  background-color: transparent;
}
.navbar-inverse .navbar-toggle {
  border-color: #333;
}
.navbar-inverse .navbar-toggle:hover,
.navbar-inverse .navbar-toggle:focus {
  background-color: #333;
}
.navbar-inverse .navbar-toggle .icon-bar {
  background-color: #fff;
}
.navbar-inverse .navbar-collapse,
.navbar-inverse .navbar-form {
  border-color: #101010;
}
.navbar-inverse .navbar-nav > .open > a,
.navbar-inverse .navbar-nav > .open > a:hover,
.navbar-inverse .navbar-nav > .open > a:focus {
  background-color: #080808;
  color: #fff;
}
@media (max-width: 540px) {
  .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
    border-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
    color: #9d9d9d;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #fff;
    background-color: transparent;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #fff;
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #444;
    background-color: transparent;
  }
}
.navbar-inverse .navbar-link {
  color: #9d9d9d;
}
.navbar-inverse .navbar-link:hover {
  color: #fff;
}
.navbar-inverse .btn-link {
  color: #9d9d9d;
}
.navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link:focus {
  color: #fff;
}
.navbar-inverse .btn-link[disabled]:hover,
fieldset[disabled] .navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link[disabled]:focus,
fieldset[disabled] .navbar-inverse .btn-link:focus {
  color: #444;
}
.breadcrumb {
  padding: 8px 15px;
  margin-bottom: 18px;
  list-style: none;
  background-color: #f5f5f5;
  border-radius: 2px;
}
.breadcrumb > li {
  display: inline-block;
}
.breadcrumb > li + li:before {
  content: "/\00a0";
  padding: 0 5px;
  color: #5e5e5e;
}
.breadcrumb > .active {
  color: #777777;
}
.pagination {
  display: inline-block;
  padding-left: 0;
  margin: 18px 0;
  border-radius: 2px;
}
.pagination > li {
  display: inline;
}
.pagination > li > a,
.pagination > li > span {
  position: relative;
  float: left;
  padding: 6px 12px;
  line-height: 1.42857143;
  text-decoration: none;
  color: #337ab7;
  background-color: #fff;
  border: 1px solid #ddd;
  margin-left: -1px;
}
.pagination > li:first-child > a,
.pagination > li:first-child > span {
  margin-left: 0;
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.pagination > li:last-child > a,
.pagination > li:last-child > span {
  border-bottom-right-radius: 2px;
  border-top-right-radius: 2px;
}
.pagination > li > a:hover,
.pagination > li > span:hover,
.pagination > li > a:focus,
.pagination > li > span:focus {
  z-index: 2;
  color: #23527c;
  background-color: #eeeeee;
  border-color: #ddd;
}
.pagination > .active > a,
.pagination > .active > span,
.pagination > .active > a:hover,
.pagination > .active > span:hover,
.pagination > .active > a:focus,
.pagination > .active > span:focus {
  z-index: 3;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
  cursor: default;
}
.pagination > .disabled > span,
.pagination > .disabled > span:hover,
.pagination > .disabled > span:focus,
.pagination > .disabled > a,
.pagination > .disabled > a:hover,
.pagination > .disabled > a:focus {
  color: #777777;
  background-color: #fff;
  border-color: #ddd;
  cursor: not-allowed;
}
.pagination-lg > li > a,
.pagination-lg > li > span {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.pagination-lg > li:first-child > a,
.pagination-lg > li:first-child > span {
  border-bottom-left-radius: 3px;
  border-top-left-radius: 3px;
}
.pagination-lg > li:last-child > a,
.pagination-lg > li:last-child > span {
  border-bottom-right-radius: 3px;
  border-top-right-radius: 3px;
}
.pagination-sm > li > a,
.pagination-sm > li > span {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.pagination-sm > li:first-child > a,
.pagination-sm > li:first-child > span {
  border-bottom-left-radius: 1px;
  border-top-left-radius: 1px;
}
.pagination-sm > li:last-child > a,
.pagination-sm > li:last-child > span {
  border-bottom-right-radius: 1px;
  border-top-right-radius: 1px;
}
.pager {
  padding-left: 0;
  margin: 18px 0;
  list-style: none;
  text-align: center;
}
.pager li {
  display: inline;
}
.pager li > a,
.pager li > span {
  display: inline-block;
  padding: 5px 14px;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 15px;
}
.pager li > a:hover,
.pager li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.pager .next > a,
.pager .next > span {
  float: right;
}
.pager .previous > a,
.pager .previous > span {
  float: left;
}
.pager .disabled > a,
.pager .disabled > a:hover,
.pager .disabled > a:focus,
.pager .disabled > span {
  color: #777777;
  background-color: #fff;
  cursor: not-allowed;
}
.label {
  display: inline;
  padding: .2em .6em .3em;
  font-size: 75%;
  font-weight: bold;
  line-height: 1;
  color: #fff;
  text-align: center;
  white-space: nowrap;
  vertical-align: baseline;
  border-radius: .25em;
}
a.label:hover,
a.label:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.label:empty {
  display: none;
}
.btn .label {
  position: relative;
  top: -1px;
}
.label-default {
  background-color: #777777;
}
.label-default[href]:hover,
.label-default[href]:focus {
  background-color: #5e5e5e;
}
.label-primary {
  background-color: #337ab7;
}
.label-primary[href]:hover,
.label-primary[href]:focus {
  background-color: #286090;
}
.label-success {
  background-color: #5cb85c;
}
.label-success[href]:hover,
.label-success[href]:focus {
  background-color: #449d44;
}
.label-info {
  background-color: #5bc0de;
}
.label-info[href]:hover,
.label-info[href]:focus {
  background-color: #31b0d5;
}
.label-warning {
  background-color: #f0ad4e;
}
.label-warning[href]:hover,
.label-warning[href]:focus {
  background-color: #ec971f;
}
.label-danger {
  background-color: #d9534f;
}
.label-danger[href]:hover,
.label-danger[href]:focus {
  background-color: #c9302c;
}
.badge {
  display: inline-block;
  min-width: 10px;
  padding: 3px 7px;
  font-size: 12px;
  font-weight: bold;
  color: #fff;
  line-height: 1;
  vertical-align: middle;
  white-space: nowrap;
  text-align: center;
  background-color: #777777;
  border-radius: 10px;
}
.badge:empty {
  display: none;
}
.btn .badge {
  position: relative;
  top: -1px;
}
.btn-xs .badge,
.btn-group-xs > .btn .badge {
  top: 0;
  padding: 1px 5px;
}
a.badge:hover,
a.badge:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.list-group-item.active > .badge,
.nav-pills > .active > a > .badge {
  color: #337ab7;
  background-color: #fff;
}
.list-group-item > .badge {
  float: right;
}
.list-group-item > .badge + .badge {
  margin-right: 5px;
}
.nav-pills > li > a > .badge {
  margin-left: 3px;
}
.jumbotron {
  padding-top: 30px;
  padding-bottom: 30px;
  margin-bottom: 30px;
  color: inherit;
  background-color: #eeeeee;
}
.jumbotron h1,
.jumbotron .h1 {
  color: inherit;
}
.jumbotron p {
  margin-bottom: 15px;
  font-size: 20px;
  font-weight: 200;
}
.jumbotron > hr {
  border-top-color: #d5d5d5;
}
.container .jumbotron,
.container-fluid .jumbotron {
  border-radius: 3px;
  padding-left: 0px;
  padding-right: 0px;
}
.jumbotron .container {
  max-width: 100%;
}
@media screen and (min-width: 768px) {
  .jumbotron {
    padding-top: 48px;
    padding-bottom: 48px;
  }
  .container .jumbotron,
  .container-fluid .jumbotron {
    padding-left: 60px;
    padding-right: 60px;
  }
  .jumbotron h1,
  .jumbotron .h1 {
    font-size: 59px;
  }
}
.thumbnail {
  display: block;
  padding: 4px;
  margin-bottom: 18px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: border 0.2s ease-in-out;
  -o-transition: border 0.2s ease-in-out;
  transition: border 0.2s ease-in-out;
}
.thumbnail > img,
.thumbnail a > img {
  margin-left: auto;
  margin-right: auto;
}
a.thumbnail:hover,
a.thumbnail:focus,
a.thumbnail.active {
  border-color: #337ab7;
}
.thumbnail .caption {
  padding: 9px;
  color: #000;
}
.alert {
  padding: 15px;
  margin-bottom: 18px;
  border: 1px solid transparent;
  border-radius: 2px;
}
.alert h4 {
  margin-top: 0;
  color: inherit;
}
.alert .alert-link {
  font-weight: bold;
}
.alert > p,
.alert > ul {
  margin-bottom: 0;
}
.alert > p + p {
  margin-top: 5px;
}
.alert-dismissable,
.alert-dismissible {
  padding-right: 35px;
}
.alert-dismissable .close,
.alert-dismissible .close {
  position: relative;
  top: -2px;
  right: -21px;
  color: inherit;
}
.alert-success {
  background-color: #dff0d8;
  border-color: #d6e9c6;
  color: #3c763d;
}
.alert-success hr {
  border-top-color: #c9e2b3;
}
.alert-success .alert-link {
  color: #2b542c;
}
.alert-info {
  background-color: #d9edf7;
  border-color: #bce8f1;
  color: #31708f;
}
.alert-info hr {
  border-top-color: #a6e1ec;
}
.alert-info .alert-link {
  color: #245269;
}
.alert-warning {
  background-color: #fcf8e3;
  border-color: #faebcc;
  color: #8a6d3b;
}
.alert-warning hr {
  border-top-color: #f7e1b5;
}
.alert-warning .alert-link {
  color: #66512c;
}
.alert-danger {
  background-color: #f2dede;
  border-color: #ebccd1;
  color: #a94442;
}
.alert-danger hr {
  border-top-color: #e4b9c0;
}
.alert-danger .alert-link {
  color: #843534;
}
@-webkit-keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
@keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
.progress {
  overflow: hidden;
  height: 18px;
  margin-bottom: 18px;
  background-color: #f5f5f5;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
  box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
}
.progress-bar {
  float: left;
  width: 0%;
  height: 100%;
  font-size: 12px;
  line-height: 18px;
  color: #fff;
  text-align: center;
  background-color: #337ab7;
  -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  -webkit-transition: width 0.6s ease;
  -o-transition: width 0.6s ease;
  transition: width 0.6s ease;
}
.progress-striped .progress-bar,
.progress-bar-striped {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-size: 40px 40px;
}
.progress.active .progress-bar,
.progress-bar.active {
  -webkit-animation: progress-bar-stripes 2s linear infinite;
  -o-animation: progress-bar-stripes 2s linear infinite;
  animation: progress-bar-stripes 2s linear infinite;
}
.progress-bar-success {
  background-color: #5cb85c;
}
.progress-striped .progress-bar-success {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-info {
  background-color: #5bc0de;
}
.progress-striped .progress-bar-info {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-warning {
  background-color: #f0ad4e;
}
.progress-striped .progress-bar-warning {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-danger {
  background-color: #d9534f;
}
.progress-striped .progress-bar-danger {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.media {
  margin-top: 15px;
}
.media:first-child {
  margin-top: 0;
}
.media,
.media-body {
  zoom: 1;
  overflow: hidden;
}
.media-body {
  width: 10000px;
}
.media-object {
  display: block;
}
.media-object.img-thumbnail {
  max-width: none;
}
.media-right,
.media > .pull-right {
  padding-left: 10px;
}
.media-left,
.media > .pull-left {
  padding-right: 10px;
}
.media-left,
.media-right,
.media-body {
  display: table-cell;
  vertical-align: top;
}
.media-middle {
  vertical-align: middle;
}
.media-bottom {
  vertical-align: bottom;
}
.media-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.media-list {
  padding-left: 0;
  list-style: none;
}
.list-group {
  margin-bottom: 20px;
  padding-left: 0;
}
.list-group-item {
  position: relative;
  display: block;
  padding: 10px 15px;
  margin-bottom: -1px;
  background-color: #fff;
  border: 1px solid #ddd;
}
.list-group-item:first-child {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
}
.list-group-item:last-child {
  margin-bottom: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
a.list-group-item,
button.list-group-item {
  color: #555;
}
a.list-group-item .list-group-item-heading,
button.list-group-item .list-group-item-heading {
  color: #333;
}
a.list-group-item:hover,
button.list-group-item:hover,
a.list-group-item:focus,
button.list-group-item:focus {
  text-decoration: none;
  color: #555;
  background-color: #f5f5f5;
}
button.list-group-item {
  width: 100%;
  text-align: left;
}
.list-group-item.disabled,
.list-group-item.disabled:hover,
.list-group-item.disabled:focus {
  background-color: #eeeeee;
  color: #777777;
  cursor: not-allowed;
}
.list-group-item.disabled .list-group-item-heading,
.list-group-item.disabled:hover .list-group-item-heading,
.list-group-item.disabled:focus .list-group-item-heading {
  color: inherit;
}
.list-group-item.disabled .list-group-item-text,
.list-group-item.disabled:hover .list-group-item-text,
.list-group-item.disabled:focus .list-group-item-text {
  color: #777777;
}
.list-group-item.active,
.list-group-item.active:hover,
.list-group-item.active:focus {
  z-index: 2;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.list-group-item.active .list-group-item-heading,
.list-group-item.active:hover .list-group-item-heading,
.list-group-item.active:focus .list-group-item-heading,
.list-group-item.active .list-group-item-heading > small,
.list-group-item.active:hover .list-group-item-heading > small,
.list-group-item.active:focus .list-group-item-heading > small,
.list-group-item.active .list-group-item-heading > .small,
.list-group-item.active:hover .list-group-item-heading > .small,
.list-group-item.active:focus .list-group-item-heading > .small {
  color: inherit;
}
.list-group-item.active .list-group-item-text,
.list-group-item.active:hover .list-group-item-text,
.list-group-item.active:focus .list-group-item-text {
  color: #c7ddef;
}
.list-group-item-success {
  color: #3c763d;
  background-color: #dff0d8;
}
a.list-group-item-success,
button.list-group-item-success {
  color: #3c763d;
}
a.list-group-item-success .list-group-item-heading,
button.list-group-item-success .list-group-item-heading {
  color: inherit;
}
a.list-group-item-success:hover,
button.list-group-item-success:hover,
a.list-group-item-success:focus,
button.list-group-item-success:focus {
  color: #3c763d;
  background-color: #d0e9c6;
}
a.list-group-item-success.active,
button.list-group-item-success.active,
a.list-group-item-success.active:hover,
button.list-group-item-success.active:hover,
a.list-group-item-success.active:focus,
button.list-group-item-success.active:focus {
  color: #fff;
  background-color: #3c763d;
  border-color: #3c763d;
}
.list-group-item-info {
  color: #31708f;
  background-color: #d9edf7;
}
a.list-group-item-info,
button.list-group-item-info {
  color: #31708f;
}
a.list-group-item-info .list-group-item-heading,
button.list-group-item-info .list-group-item-heading {
  color: inherit;
}
a.list-group-item-info:hover,
button.list-group-item-info:hover,
a.list-group-item-info:focus,
button.list-group-item-info:focus {
  color: #31708f;
  background-color: #c4e3f3;
}
a.list-group-item-info.active,
button.list-group-item-info.active,
a.list-group-item-info.active:hover,
button.list-group-item-info.active:hover,
a.list-group-item-info.active:focus,
button.list-group-item-info.active:focus {
  color: #fff;
  background-color: #31708f;
  border-color: #31708f;
}
.list-group-item-warning {
  color: #8a6d3b;
  background-color: #fcf8e3;
}
a.list-group-item-warning,
button.list-group-item-warning {
  color: #8a6d3b;
}
a.list-group-item-warning .list-group-item-heading,
button.list-group-item-warning .list-group-item-heading {
  color: inherit;
}
a.list-group-item-warning:hover,
button.list-group-item-warning:hover,
a.list-group-item-warning:focus,
button.list-group-item-warning:focus {
  color: #8a6d3b;
  background-color: #faf2cc;
}
a.list-group-item-warning.active,
button.list-group-item-warning.active,
a.list-group-item-warning.active:hover,
button.list-group-item-warning.active:hover,
a.list-group-item-warning.active:focus,
button.list-group-item-warning.active:focus {
  color: #fff;
  background-color: #8a6d3b;
  border-color: #8a6d3b;
}
.list-group-item-danger {
  color: #a94442;
  background-color: #f2dede;
}
a.list-group-item-danger,
button.list-group-item-danger {
  color: #a94442;
}
a.list-group-item-danger .list-group-item-heading,
button.list-group-item-danger .list-group-item-heading {
  color: inherit;
}
a.list-group-item-danger:hover,
button.list-group-item-danger:hover,
a.list-group-item-danger:focus,
button.list-group-item-danger:focus {
  color: #a94442;
  background-color: #ebcccc;
}
a.list-group-item-danger.active,
button.list-group-item-danger.active,
a.list-group-item-danger.active:hover,
button.list-group-item-danger.active:hover,
a.list-group-item-danger.active:focus,
button.list-group-item-danger.active:focus {
  color: #fff;
  background-color: #a94442;
  border-color: #a94442;
}
.list-group-item-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.list-group-item-text {
  margin-bottom: 0;
  line-height: 1.3;
}
.panel {
  margin-bottom: 18px;
  background-color: #fff;
  border: 1px solid transparent;
  border-radius: 2px;
  -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
}
.panel-body {
  padding: 15px;
}
.panel-heading {
  padding: 10px 15px;
  border-bottom: 1px solid transparent;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel-heading > .dropdown .dropdown-toggle {
  color: inherit;
}
.panel-title {
  margin-top: 0;
  margin-bottom: 0;
  font-size: 15px;
  color: inherit;
}
.panel-title > a,
.panel-title > small,
.panel-title > .small,
.panel-title > small > a,
.panel-title > .small > a {
  color: inherit;
}
.panel-footer {
  padding: 10px 15px;
  background-color: #f5f5f5;
  border-top: 1px solid #ddd;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .list-group,
.panel > .panel-collapse > .list-group {
  margin-bottom: 0;
}
.panel > .list-group .list-group-item,
.panel > .panel-collapse > .list-group .list-group-item {
  border-width: 1px 0;
  border-radius: 0;
}
.panel > .list-group:first-child .list-group-item:first-child,
.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
  border-top: 0;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .list-group:last-child .list-group-item:last-child,
.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
  border-bottom: 0;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.panel-heading + .list-group .list-group-item:first-child {
  border-top-width: 0;
}
.list-group + .panel-footer {
  border-top-width: 0;
}
.panel > .table,
.panel > .table-responsive > .table,
.panel > .panel-collapse > .table {
  margin-bottom: 0;
}
.panel > .table caption,
.panel > .table-responsive > .table caption,
.panel > .panel-collapse > .table caption {
  padding-left: 15px;
  padding-right: 15px;
}
.panel > .table:first-child,
.panel > .table-responsive:first-child > .table:first-child {
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
  border-top-left-radius: 1px;
  border-top-right-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
  border-top-right-radius: 1px;
}
.panel > .table:last-child,
.panel > .table-responsive:last-child > .table:last-child {
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
  border-bottom-left-radius: 1px;
  border-bottom-right-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
  border-bottom-right-radius: 1px;
}
.panel > .panel-body + .table,
.panel > .panel-body + .table-responsive,
.panel > .table + .panel-body,
.panel > .table-responsive + .panel-body {
  border-top: 1px solid #ddd;
}
.panel > .table > tbody:first-child > tr:first-child th,
.panel > .table > tbody:first-child > tr:first-child td {
  border-top: 0;
}
.panel > .table-bordered,
.panel > .table-responsive > .table-bordered {
  border: 0;
}
.panel > .table-bordered > thead > tr > th:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
.panel > .table-bordered > tbody > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
.panel > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-bordered > thead > tr > td:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
.panel > .table-bordered > tbody > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
.panel > .table-bordered > tfoot > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
  border-left: 0;
}
.panel > .table-bordered > thead > tr > th:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
.panel > .table-bordered > tbody > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
.panel > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-bordered > thead > tr > td:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
.panel > .table-bordered > tbody > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
.panel > .table-bordered > tfoot > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
  border-right: 0;
}
.panel > .table-bordered > thead > tr:first-child > td,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
.panel > .table-bordered > tbody > tr:first-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
.panel > .table-bordered > thead > tr:first-child > th,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
.panel > .table-bordered > tbody > tr:first-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
  border-bottom: 0;
}
.panel > .table-bordered > tbody > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
.panel > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-bordered > tbody > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
.panel > .table-bordered > tfoot > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
  border-bottom: 0;
}
.panel > .table-responsive {
  border: 0;
  margin-bottom: 0;
}
.panel-group {
  margin-bottom: 18px;
}
.panel-group .panel {
  margin-bottom: 0;
  border-radius: 2px;
}
.panel-group .panel + .panel {
  margin-top: 5px;
}
.panel-group .panel-heading {
  border-bottom: 0;
}
.panel-group .panel-heading + .panel-collapse > .panel-body,
.panel-group .panel-heading + .panel-collapse > .list-group {
  border-top: 1px solid #ddd;
}
.panel-group .panel-footer {
  border-top: 0;
}
.panel-group .panel-footer + .panel-collapse .panel-body {
  border-bottom: 1px solid #ddd;
}
.panel-default {
  border-color: #ddd;
}
.panel-default > .panel-heading {
  color: #333333;
  background-color: #f5f5f5;
  border-color: #ddd;
}
.panel-default > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ddd;
}
.panel-default > .panel-heading .badge {
  color: #f5f5f5;
  background-color: #333333;
}
.panel-default > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ddd;
}
.panel-primary {
  border-color: #337ab7;
}
.panel-primary > .panel-heading {
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.panel-primary > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #337ab7;
}
.panel-primary > .panel-heading .badge {
  color: #337ab7;
  background-color: #fff;
}
.panel-primary > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #337ab7;
}
.panel-success {
  border-color: #d6e9c6;
}
.panel-success > .panel-heading {
  color: #3c763d;
  background-color: #dff0d8;
  border-color: #d6e9c6;
}
.panel-success > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #d6e9c6;
}
.panel-success > .panel-heading .badge {
  color: #dff0d8;
  background-color: #3c763d;
}
.panel-success > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #d6e9c6;
}
.panel-info {
  border-color: #bce8f1;
}
.panel-info > .panel-heading {
  color: #31708f;
  background-color: #d9edf7;
  border-color: #bce8f1;
}
.panel-info > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #bce8f1;
}
.panel-info > .panel-heading .badge {
  color: #d9edf7;
  background-color: #31708f;
}
.panel-info > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #bce8f1;
}
.panel-warning {
  border-color: #faebcc;
}
.panel-warning > .panel-heading {
  color: #8a6d3b;
  background-color: #fcf8e3;
  border-color: #faebcc;
}
.panel-warning > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #faebcc;
}
.panel-warning > .panel-heading .badge {
  color: #fcf8e3;
  background-color: #8a6d3b;
}
.panel-warning > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #faebcc;
}
.panel-danger {
  border-color: #ebccd1;
}
.panel-danger > .panel-heading {
  color: #a94442;
  background-color: #f2dede;
  border-color: #ebccd1;
}
.panel-danger > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ebccd1;
}
.panel-danger > .panel-heading .badge {
  color: #f2dede;
  background-color: #a94442;
}
.panel-danger > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ebccd1;
}
.embed-responsive {
  position: relative;
  display: block;
  height: 0;
  padding: 0;
  overflow: hidden;
}
.embed-responsive .embed-responsive-item,
.embed-responsive iframe,
.embed-responsive embed,
.embed-responsive object,
.embed-responsive video {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  height: 100%;
  width: 100%;
  border: 0;
}
.embed-responsive-16by9 {
  padding-bottom: 56.25%;
}
.embed-responsive-4by3 {
  padding-bottom: 75%;
}
.well {
  min-height: 20px;
  padding: 19px;
  margin-bottom: 20px;
  background-color: #f5f5f5;
  border: 1px solid #e3e3e3;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
}
.well blockquote {
  border-color: #ddd;
  border-color: rgba(0, 0, 0, 0.15);
}
.well-lg {
  padding: 24px;
  border-radius: 3px;
}
.well-sm {
  padding: 9px;
  border-radius: 1px;
}
.close {
  float: right;
  font-size: 19.5px;
  font-weight: bold;
  line-height: 1;
  color: #000;
  text-shadow: 0 1px 0 #fff;
  opacity: 0.2;
  filter: alpha(opacity=20);
}
.close:hover,
.close:focus {
  color: #000;
  text-decoration: none;
  cursor: pointer;
  opacity: 0.5;
  filter: alpha(opacity=50);
}
button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
}
.modal-open {
  overflow: hidden;
}
.modal {
  display: none;
  overflow: hidden;
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1050;
  -webkit-overflow-scrolling: touch;
  outline: 0;
}
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, -25%);
  -ms-transform: translate(0, -25%);
  -o-transform: translate(0, -25%);
  transform: translate(0, -25%);
  -webkit-transition: -webkit-transform 0.3s ease-out;
  -moz-transition: -moz-transform 0.3s ease-out;
  -o-transition: -o-transform 0.3s ease-out;
  transition: transform 0.3s ease-out;
}
.modal.in .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
.modal-open .modal {
  overflow-x: hidden;
  overflow-y: auto;
}
.modal-dialog {
  position: relative;
  width: auto;
  margin: 10px;
}
.modal-content {
  position: relative;
  background-color: #fff;
  border: 1px solid #999;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  background-clip: padding-box;
  outline: 0;
}
.modal-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1040;
  background-color: #000;
}
.modal-backdrop.fade {
  opacity: 0;
  filter: alpha(opacity=0);
}
.modal-backdrop.in {
  opacity: 0.5;
  filter: alpha(opacity=50);
}
.modal-header {
  padding: 15px;
  border-bottom: 1px solid #e5e5e5;
}
.modal-header .close {
  margin-top: -2px;
}
.modal-title {
  margin: 0;
  line-height: 1.42857143;
}
.modal-body {
  position: relative;
  padding: 15px;
}
.modal-footer {
  padding: 15px;
  text-align: right;
  border-top: 1px solid #e5e5e5;
}
.modal-footer .btn + .btn {
  margin-left: 5px;
  margin-bottom: 0;
}
.modal-footer .btn-group .btn + .btn {
  margin-left: -1px;
}
.modal-footer .btn-block + .btn-block {
  margin-left: 0;
}
.modal-scrollbar-measure {
  position: absolute;
  top: -9999px;
  width: 50px;
  height: 50px;
  overflow: scroll;
}
@media (min-width: 768px) {
  .modal-dialog {
    width: 600px;
    margin: 30px auto;
  }
  .modal-content {
    -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
    box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
  }
  .modal-sm {
    width: 300px;
  }
}
@media (min-width: 992px) {
  .modal-lg {
    width: 900px;
  }
}
.tooltip {
  position: absolute;
  z-index: 1070;
  display: block;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 12px;
  opacity: 0;
  filter: alpha(opacity=0);
}
.tooltip.in {
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.tooltip.top {
  margin-top: -3px;
  padding: 5px 0;
}
.tooltip.right {
  margin-left: 3px;
  padding: 0 5px;
}
.tooltip.bottom {
  margin-top: 3px;
  padding: 5px 0;
}
.tooltip.left {
  margin-left: -3px;
  padding: 0 5px;
}
.tooltip-inner {
  max-width: 200px;
  padding: 3px 8px;
  color: #fff;
  text-align: center;
  background-color: #000;
  border-radius: 2px;
}
.tooltip-arrow {
  position: absolute;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.tooltip.top .tooltip-arrow {
  bottom: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-left .tooltip-arrow {
  bottom: 0;
  right: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-right .tooltip-arrow {
  bottom: 0;
  left: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.right .tooltip-arrow {
  top: 50%;
  left: 0;
  margin-top: -5px;
  border-width: 5px 5px 5px 0;
  border-right-color: #000;
}
.tooltip.left .tooltip-arrow {
  top: 50%;
  right: 0;
  margin-top: -5px;
  border-width: 5px 0 5px 5px;
  border-left-color: #000;
}
.tooltip.bottom .tooltip-arrow {
  top: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-left .tooltip-arrow {
  top: 0;
  right: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-right .tooltip-arrow {
  top: 0;
  left: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.popover {
  position: absolute;
  top: 0;
  left: 0;
  z-index: 1060;
  display: none;
  max-width: 276px;
  padding: 1px;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 13px;
  background-color: #fff;
  background-clip: padding-box;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
  box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
}
.popover.top {
  margin-top: -10px;
}
.popover.right {
  margin-left: 10px;
}
.popover.bottom {
  margin-top: 10px;
}
.popover.left {
  margin-left: -10px;
}
.popover-title {
  margin: 0;
  padding: 8px 14px;
  font-size: 13px;
  background-color: #f7f7f7;
  border-bottom: 1px solid #ebebeb;
  border-radius: 2px 2px 0 0;
}
.popover-content {
  padding: 9px 14px;
}
.popover > .arrow,
.popover > .arrow:after {
  position: absolute;
  display: block;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.popover > .arrow {
  border-width: 11px;
}
.popover > .arrow:after {
  border-width: 10px;
  content: "";
}
.popover.top > .arrow {
  left: 50%;
  margin-left: -11px;
  border-bottom-width: 0;
  border-top-color: #999999;
  border-top-color: rgba(0, 0, 0, 0.25);
  bottom: -11px;
}
.popover.top > .arrow:after {
  content: " ";
  bottom: 1px;
  margin-left: -10px;
  border-bottom-width: 0;
  border-top-color: #fff;
}
.popover.right > .arrow {
  top: 50%;
  left: -11px;
  margin-top: -11px;
  border-left-width: 0;
  border-right-color: #999999;
  border-right-color: rgba(0, 0, 0, 0.25);
}
.popover.right > .arrow:after {
  content: " ";
  left: 1px;
  bottom: -10px;
  border-left-width: 0;
  border-right-color: #fff;
}
.popover.bottom > .arrow {
  left: 50%;
  margin-left: -11px;
  border-top-width: 0;
  border-bottom-color: #999999;
  border-bottom-color: rgba(0, 0, 0, 0.25);
  top: -11px;
}
.popover.bottom > .arrow:after {
  content: " ";
  top: 1px;
  margin-left: -10px;
  border-top-width: 0;
  border-bottom-color: #fff;
}
.popover.left > .arrow {
  top: 50%;
  right: -11px;
  margin-top: -11px;
  border-right-width: 0;
  border-left-color: #999999;
  border-left-color: rgba(0, 0, 0, 0.25);
}
.popover.left > .arrow:after {
  content: " ";
  right: 1px;
  border-right-width: 0;
  border-left-color: #fff;
  bottom: -10px;
}
.carousel {
  position: relative;
}
.carousel-inner {
  position: relative;
  overflow: hidden;
  width: 100%;
}
.carousel-inner > .item {
  display: none;
  position: relative;
  -webkit-transition: 0.6s ease-in-out left;
  -o-transition: 0.6s ease-in-out left;
  transition: 0.6s ease-in-out left;
}
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  line-height: 1;
}
@media all and (transform-3d), (-webkit-transform-3d) {
  .carousel-inner > .item {
    -webkit-transition: -webkit-transform 0.6s ease-in-out;
    -moz-transition: -moz-transform 0.6s ease-in-out;
    -o-transition: -o-transform 0.6s ease-in-out;
    transition: transform 0.6s ease-in-out;
    -webkit-backface-visibility: hidden;
    -moz-backface-visibility: hidden;
    backface-visibility: hidden;
    -webkit-perspective: 1000px;
    -moz-perspective: 1000px;
    perspective: 1000px;
  }
  .carousel-inner > .item.next,
  .carousel-inner > .item.active.right {
    -webkit-transform: translate3d(100%, 0, 0);
    transform: translate3d(100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.prev,
  .carousel-inner > .item.active.left {
    -webkit-transform: translate3d(-100%, 0, 0);
    transform: translate3d(-100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.next.left,
  .carousel-inner > .item.prev.right,
  .carousel-inner > .item.active {
    -webkit-transform: translate3d(0, 0, 0);
    transform: translate3d(0, 0, 0);
    left: 0;
  }
}
.carousel-inner > .active,
.carousel-inner > .next,
.carousel-inner > .prev {
  display: block;
}
.carousel-inner > .active {
  left: 0;
}
.carousel-inner > .next,
.carousel-inner > .prev {
  position: absolute;
  top: 0;
  width: 100%;
}
.carousel-inner > .next {
  left: 100%;
}
.carousel-inner > .prev {
  left: -100%;
}
.carousel-inner > .next.left,
.carousel-inner > .prev.right {
  left: 0;
}
.carousel-inner > .active.left {
  left: -100%;
}
.carousel-inner > .active.right {
  left: 100%;
}
.carousel-control {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  width: 15%;
  opacity: 0.5;
  filter: alpha(opacity=50);
  font-size: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
  background-color: rgba(0, 0, 0, 0);
}
.carousel-control.left {
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
}
.carousel-control.right {
  left: auto;
  right: 0;
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
}
.carousel-control:hover,
.carousel-control:focus {
  outline: 0;
  color: #fff;
  text-decoration: none;
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.carousel-control .icon-prev,
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right {
  position: absolute;
  top: 50%;
  margin-top: -10px;
  z-index: 5;
  display: inline-block;
}
.carousel-control .icon-prev,
.carousel-control .glyphicon-chevron-left {
  left: 50%;
  margin-left: -10px;
}
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-right {
  right: 50%;
  margin-right: -10px;
}
.carousel-control .icon-prev,
.carousel-control .icon-next {
  width: 20px;
  height: 20px;
  line-height: 1;
  font-family: serif;
}
.carousel-control .icon-prev:before {
  content: '\2039';
}
.carousel-control .icon-next:before {
  content: '\203a';
}
.carousel-indicators {
  position: absolute;
  bottom: 10px;
  left: 50%;
  z-index: 15;
  width: 60%;
  margin-left: -30%;
  padding-left: 0;
  list-style: none;
  text-align: center;
}
.carousel-indicators li {
  display: inline-block;
  width: 10px;
  height: 10px;
  margin: 1px;
  text-indent: -999px;
  border: 1px solid #fff;
  border-radius: 10px;
  cursor: pointer;
  background-color: #000 \9;
  background-color: rgba(0, 0, 0, 0);
}
.carousel-indicators .active {
  margin: 0;
  width: 12px;
  height: 12px;
  background-color: #fff;
}
.carousel-caption {
  position: absolute;
  left: 15%;
  right: 15%;
  bottom: 20px;
  z-index: 10;
  padding-top: 20px;
  padding-bottom: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
}
.carousel-caption .btn {
  text-shadow: none;
}
@media screen and (min-width: 768px) {
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-prev,
  .carousel-control .icon-next {
    width: 30px;
    height: 30px;
    margin-top: -10px;
    font-size: 30px;
  }
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .icon-prev {
    margin-left: -10px;
  }
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-next {
    margin-right: -10px;
  }
  .carousel-caption {
    left: 20%;
    right: 20%;
    padding-bottom: 30px;
  }
  .carousel-indicators {
    bottom: 20px;
  }
}
.clearfix:before,
.clearfix:after,
.dl-horizontal dd:before,
.dl-horizontal dd:after,
.container:before,
.container:after,
.container-fluid:before,
.container-fluid:after,
.row:before,
.row:after,
.form-horizontal .form-group:before,
.form-horizontal .form-group:after,
.btn-toolbar:before,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:before,
.btn-group-vertical > .btn-group:after,
.nav:before,
.nav:after,
.navbar:before,
.navbar:after,
.navbar-header:before,
.navbar-header:after,
.navbar-collapse:before,
.navbar-collapse:after,
.pager:before,
.pager:after,
.panel-body:before,
.panel-body:after,
.modal-header:before,
.modal-header:after,
.modal-footer:before,
.modal-footer:after,
.item_buttons:before,
.item_buttons:after {
  content: " ";
  display: table;
}
.clearfix:after,
.dl-horizontal dd:after,
.container:after,
.container-fluid:after,
.row:after,
.form-horizontal .form-group:after,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:after,
.nav:after,
.navbar:after,
.navbar-header:after,
.navbar-collapse:after,
.pager:after,
.panel-body:after,
.modal-header:after,
.modal-footer:after,
.item_buttons:after {
  clear: both;
}
.center-block {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.pull-right {
  float: right !important;
}
.pull-left {
  float: left !important;
}
.hide {
  display: none !important;
}
.show {
  display: block !important;
}
.invisible {
  visibility: hidden;
}
.text-hide {
  font: 0/0 a;
  color: transparent;
  text-shadow: none;
  background-color: transparent;
  border: 0;
}
.hidden {
  display: none !important;
}
.affix {
  position: fixed;
}
@-ms-viewport {
  width: device-width;
}
.visible-xs,
.visible-sm,
.visible-md,
.visible-lg {
  display: none !important;
}
.visible-xs-block,
.visible-xs-inline,
.visible-xs-inline-block,
.visible-sm-block,
.visible-sm-inline,
.visible-sm-inline-block,
.visible-md-block,
.visible-md-inline,
.visible-md-inline-block,
.visible-lg-block,
.visible-lg-inline,
.visible-lg-inline-block {
  display: none !important;
}
@media (max-width: 767px) {
  .visible-xs {
    display: block !important;
  }
  table.visible-xs {
    display: table !important;
  }
  tr.visible-xs {
    display: table-row !important;
  }
  th.visible-xs,
  td.visible-xs {
    display: table-cell !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-block {
    display: block !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline {
    display: inline !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm {
    display: block !important;
  }
  table.visible-sm {
    display: table !important;
  }
  tr.visible-sm {
    display: table-row !important;
  }
  th.visible-sm,
  td.visible-sm {
    display: table-cell !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-block {
    display: block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline {
    display: inline !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md {
    display: block !important;
  }
  table.visible-md {
    display: table !important;
  }
  tr.visible-md {
    display: table-row !important;
  }
  th.visible-md,
  td.visible-md {
    display: table-cell !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-block {
    display: block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline {
    display: inline !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg {
    display: block !important;
  }
  table.visible-lg {
    display: table !important;
  }
  tr.visible-lg {
    display: table-row !important;
  }
  th.visible-lg,
  td.visible-lg {
    display: table-cell !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-block {
    display: block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline {
    display: inline !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline-block {
    display: inline-block !important;
  }
}
@media (max-width: 767px) {
  .hidden-xs {
    display: none !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .hidden-sm {
    display: none !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .hidden-md {
    display: none !important;
  }
}
@media (min-width: 1200px) {
  .hidden-lg {
    display: none !important;
  }
}
.visible-print {
  display: none !important;
}
@media print {
  .visible-print {
    display: block !important;
  }
  table.visible-print {
    display: table !important;
  }
  tr.visible-print {
    display: table-row !important;
  }
  th.visible-print,
  td.visible-print {
    display: table-cell !important;
  }
}
.visible-print-block {
  display: none !important;
}
@media print {
  .visible-print-block {
    display: block !important;
  }
}
.visible-print-inline {
  display: none !important;
}
@media print {
  .visible-print-inline {
    display: inline !important;
  }
}
.visible-print-inline-block {
  display: none !important;
}
@media print {
  .visible-print-inline-block {
    display: inline-block !important;
  }
}
@media print {
  .hidden-print {
    display: none !important;
  }
}
/*!
*
* Font Awesome
*
*/
/*!
 *  Font Awesome 4.7.0 by @davegandy - http://fontawesome.io - @fontawesome
 *  License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
 */
/* FONT PATH
 * -------------------------- */
@font-face {
  font-family: 'FontAwesome';
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.7.0');
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.7.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff2?v=4.7.0') format('woff2'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.7.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.7.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.7.0#fontawesomeregular') format('svg');
  font-weight: normal;
  font-style: normal;
}
.fa {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
/* makes the font 33% larger relative to the icon container */
.fa-lg {
  font-size: 1.33333333em;
  line-height: 0.75em;
  vertical-align: -15%;
}
.fa-2x {
  font-size: 2em;
}
.fa-3x {
  font-size: 3em;
}
.fa-4x {
  font-size: 4em;
}
.fa-5x {
  font-size: 5em;
}
.fa-fw {
  width: 1.28571429em;
  text-align: center;
}
.fa-ul {
  padding-left: 0;
  margin-left: 2.14285714em;
  list-style-type: none;
}
.fa-ul > li {
  position: relative;
}
.fa-li {
  position: absolute;
  left: -2.14285714em;
  width: 2.14285714em;
  top: 0.14285714em;
  text-align: center;
}
.fa-li.fa-lg {
  left: -1.85714286em;
}
.fa-border {
  padding: .2em .25em .15em;
  border: solid 0.08em #eee;
  border-radius: .1em;
}
.fa-pull-left {
  float: left;
}
.fa-pull-right {
  float: right;
}
.fa.fa-pull-left {
  margin-right: .3em;
}
.fa.fa-pull-right {
  margin-left: .3em;
}
/* Deprecated as of 4.4.0 */
.pull-right {
  float: right;
}
.pull-left {
  float: left;
}
.fa.pull-left {
  margin-right: .3em;
}
.fa.pull-right {
  margin-left: .3em;
}
.fa-spin {
  -webkit-animation: fa-spin 2s infinite linear;
  animation: fa-spin 2s infinite linear;
}
.fa-pulse {
  -webkit-animation: fa-spin 1s infinite steps(8);
  animation: fa-spin 1s infinite steps(8);
}
@-webkit-keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
@keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
.fa-rotate-90 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=1)";
  -webkit-transform: rotate(90deg);
  -ms-transform: rotate(90deg);
  transform: rotate(90deg);
}
.fa-rotate-180 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2)";
  -webkit-transform: rotate(180deg);
  -ms-transform: rotate(180deg);
  transform: rotate(180deg);
}
.fa-rotate-270 {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=3)";
  -webkit-transform: rotate(270deg);
  -ms-transform: rotate(270deg);
  transform: rotate(270deg);
}
.fa-flip-horizontal {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1)";
  -webkit-transform: scale(-1, 1);
  -ms-transform: scale(-1, 1);
  transform: scale(-1, 1);
}
.fa-flip-vertical {
  -ms-filter: "progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1)";
  -webkit-transform: scale(1, -1);
  -ms-transform: scale(1, -1);
  transform: scale(1, -1);
}
:root .fa-rotate-90,
:root .fa-rotate-180,
:root .fa-rotate-270,
:root .fa-flip-horizontal,
:root .fa-flip-vertical {
  filter: none;
}
.fa-stack {
  position: relative;
  display: inline-block;
  width: 2em;
  height: 2em;
  line-height: 2em;
  vertical-align: middle;
}
.fa-stack-1x,
.fa-stack-2x {
  position: absolute;
  left: 0;
  width: 100%;
  text-align: center;
}
.fa-stack-1x {
  line-height: inherit;
}
.fa-stack-2x {
  font-size: 2em;
}
.fa-inverse {
  color: #fff;
}
/* Font Awesome uses the Unicode Private Use Area (PUA) to ensure screen
   readers do not read off random characters that represent icons */
.fa-glass:before {
  content: "\f000";
}
.fa-music:before {
  content: "\f001";
}
.fa-search:before {
  content: "\f002";
}
.fa-envelope-o:before {
  content: "\f003";
}
.fa-heart:before {
  content: "\f004";
}
.fa-star:before {
  content: "\f005";
}
.fa-star-o:before {
  content: "\f006";
}
.fa-user:before {
  content: "\f007";
}
.fa-film:before {
  content: "\f008";
}
.fa-th-large:before {
  content: "\f009";
}
.fa-th:before {
  content: "\f00a";
}
.fa-th-list:before {
  content: "\f00b";
}
.fa-check:before {
  content: "\f00c";
}
.fa-remove:before,
.fa-close:before,
.fa-times:before {
  content: "\f00d";
}
.fa-search-plus:before {
  content: "\f00e";
}
.fa-search-minus:before {
  content: "\f010";
}
.fa-power-off:before {
  content: "\f011";
}
.fa-signal:before {
  content: "\f012";
}
.fa-gear:before,
.fa-cog:before {
  content: "\f013";
}
.fa-trash-o:before {
  content: "\f014";
}
.fa-home:before {
  content: "\f015";
}
.fa-file-o:before {
  content: "\f016";
}
.fa-clock-o:before {
  content: "\f017";
}
.fa-road:before {
  content: "\f018";
}
.fa-download:before {
  content: "\f019";
}
.fa-arrow-circle-o-down:before {
  content: "\f01a";
}
.fa-arrow-circle-o-up:before {
  content: "\f01b";
}
.fa-inbox:before {
  content: "\f01c";
}
.fa-play-circle-o:before {
  content: "\f01d";
}
.fa-rotate-right:before,
.fa-repeat:before {
  content: "\f01e";
}
.fa-refresh:before {
  content: "\f021";
}
.fa-list-alt:before {
  content: "\f022";
}
.fa-lock:before {
  content: "\f023";
}
.fa-flag:before {
  content: "\f024";
}
.fa-headphones:before {
  content: "\f025";
}
.fa-volume-off:before {
  content: "\f026";
}
.fa-volume-down:before {
  content: "\f027";
}
.fa-volume-up:before {
  content: "\f028";
}
.fa-qrcode:before {
  content: "\f029";
}
.fa-barcode:before {
  content: "\f02a";
}
.fa-tag:before {
  content: "\f02b";
}
.fa-tags:before {
  content: "\f02c";
}
.fa-book:before {
  content: "\f02d";
}
.fa-bookmark:before {
  content: "\f02e";
}
.fa-print:before {
  content: "\f02f";
}
.fa-camera:before {
  content: "\f030";
}
.fa-font:before {
  content: "\f031";
}
.fa-bold:before {
  content: "\f032";
}
.fa-italic:before {
  content: "\f033";
}
.fa-text-height:before {
  content: "\f034";
}
.fa-text-width:before {
  content: "\f035";
}
.fa-align-left:before {
  content: "\f036";
}
.fa-align-center:before {
  content: "\f037";
}
.fa-align-right:before {
  content: "\f038";
}
.fa-align-justify:before {
  content: "\f039";
}
.fa-list:before {
  content: "\f03a";
}
.fa-dedent:before,
.fa-outdent:before {
  content: "\f03b";
}
.fa-indent:before {
  content: "\f03c";
}
.fa-video-camera:before {
  content: "\f03d";
}
.fa-photo:before,
.fa-image:before,
.fa-picture-o:before {
  content: "\f03e";
}
.fa-pencil:before {
  content: "\f040";
}
.fa-map-marker:before {
  content: "\f041";
}
.fa-adjust:before {
  content: "\f042";
}
.fa-tint:before {
  content: "\f043";
}
.fa-edit:before,
.fa-pencil-square-o:before {
  content: "\f044";
}
.fa-share-square-o:before {
  content: "\f045";
}
.fa-check-square-o:before {
  content: "\f046";
}
.fa-arrows:before {
  content: "\f047";
}
.fa-step-backward:before {
  content: "\f048";
}
.fa-fast-backward:before {
  content: "\f049";
}
.fa-backward:before {
  content: "\f04a";
}
.fa-play:before {
  content: "\f04b";
}
.fa-pause:before {
  content: "\f04c";
}
.fa-stop:before {
  content: "\f04d";
}
.fa-forward:before {
  content: "\f04e";
}
.fa-fast-forward:before {
  content: "\f050";
}
.fa-step-forward:before {
  content: "\f051";
}
.fa-eject:before {
  content: "\f052";
}
.fa-chevron-left:before {
  content: "\f053";
}
.fa-chevron-right:before {
  content: "\f054";
}
.fa-plus-circle:before {
  content: "\f055";
}
.fa-minus-circle:before {
  content: "\f056";
}
.fa-times-circle:before {
  content: "\f057";
}
.fa-check-circle:before {
  content: "\f058";
}
.fa-question-circle:before {
  content: "\f059";
}
.fa-info-circle:before {
  content: "\f05a";
}
.fa-crosshairs:before {
  content: "\f05b";
}
.fa-times-circle-o:before {
  content: "\f05c";
}
.fa-check-circle-o:before {
  content: "\f05d";
}
.fa-ban:before {
  content: "\f05e";
}
.fa-arrow-left:before {
  content: "\f060";
}
.fa-arrow-right:before {
  content: "\f061";
}
.fa-arrow-up:before {
  content: "\f062";
}
.fa-arrow-down:before {
  content: "\f063";
}
.fa-mail-forward:before,
.fa-share:before {
  content: "\f064";
}
.fa-expand:before {
  content: "\f065";
}
.fa-compress:before {
  content: "\f066";
}
.fa-plus:before {
  content: "\f067";
}
.fa-minus:before {
  content: "\f068";
}
.fa-asterisk:before {
  content: "\f069";
}
.fa-exclamation-circle:before {
  content: "\f06a";
}
.fa-gift:before {
  content: "\f06b";
}
.fa-leaf:before {
  content: "\f06c";
}
.fa-fire:before {
  content: "\f06d";
}
.fa-eye:before {
  content: "\f06e";
}
.fa-eye-slash:before {
  content: "\f070";
}
.fa-warning:before,
.fa-exclamation-triangle:before {
  content: "\f071";
}
.fa-plane:before {
  content: "\f072";
}
.fa-calendar:before {
  content: "\f073";
}
.fa-random:before {
  content: "\f074";
}
.fa-comment:before {
  content: "\f075";
}
.fa-magnet:before {
  content: "\f076";
}
.fa-chevron-up:before {
  content: "\f077";
}
.fa-chevron-down:before {
  content: "\f078";
}
.fa-retweet:before {
  content: "\f079";
}
.fa-shopping-cart:before {
  content: "\f07a";
}
.fa-folder:before {
  content: "\f07b";
}
.fa-folder-open:before {
  content: "\f07c";
}
.fa-arrows-v:before {
  content: "\f07d";
}
.fa-arrows-h:before {
  content: "\f07e";
}
.fa-bar-chart-o:before,
.fa-bar-chart:before {
  content: "\f080";
}
.fa-twitter-square:before {
  content: "\f081";
}
.fa-facebook-square:before {
  content: "\f082";
}
.fa-camera-retro:before {
  content: "\f083";
}
.fa-key:before {
  content: "\f084";
}
.fa-gears:before,
.fa-cogs:before {
  content: "\f085";
}
.fa-comments:before {
  content: "\f086";
}
.fa-thumbs-o-up:before {
  content: "\f087";
}
.fa-thumbs-o-down:before {
  content: "\f088";
}
.fa-star-half:before {
  content: "\f089";
}
.fa-heart-o:before {
  content: "\f08a";
}
.fa-sign-out:before {
  content: "\f08b";
}
.fa-linkedin-square:before {
  content: "\f08c";
}
.fa-thumb-tack:before {
  content: "\f08d";
}
.fa-external-link:before {
  content: "\f08e";
}
.fa-sign-in:before {
  content: "\f090";
}
.fa-trophy:before {
  content: "\f091";
}
.fa-github-square:before {
  content: "\f092";
}
.fa-upload:before {
  content: "\f093";
}
.fa-lemon-o:before {
  content: "\f094";
}
.fa-phone:before {
  content: "\f095";
}
.fa-square-o:before {
  content: "\f096";
}
.fa-bookmark-o:before {
  content: "\f097";
}
.fa-phone-square:before {
  content: "\f098";
}
.fa-twitter:before {
  content: "\f099";
}
.fa-facebook-f:before,
.fa-facebook:before {
  content: "\f09a";
}
.fa-github:before {
  content: "\f09b";
}
.fa-unlock:before {
  content: "\f09c";
}
.fa-credit-card:before {
  content: "\f09d";
}
.fa-feed:before,
.fa-rss:before {
  content: "\f09e";
}
.fa-hdd-o:before {
  content: "\f0a0";
}
.fa-bullhorn:before {
  content: "\f0a1";
}
.fa-bell:before {
  content: "\f0f3";
}
.fa-certificate:before {
  content: "\f0a3";
}
.fa-hand-o-right:before {
  content: "\f0a4";
}
.fa-hand-o-left:before {
  content: "\f0a5";
}
.fa-hand-o-up:before {
  content: "\f0a6";
}
.fa-hand-o-down:before {
  content: "\f0a7";
}
.fa-arrow-circle-left:before {
  content: "\f0a8";
}
.fa-arrow-circle-right:before {
  content: "\f0a9";
}
.fa-arrow-circle-up:before {
  content: "\f0aa";
}
.fa-arrow-circle-down:before {
  content: "\f0ab";
}
.fa-globe:before {
  content: "\f0ac";
}
.fa-wrench:before {
  content: "\f0ad";
}
.fa-tasks:before {
  content: "\f0ae";
}
.fa-filter:before {
  content: "\f0b0";
}
.fa-briefcase:before {
  content: "\f0b1";
}
.fa-arrows-alt:before {
  content: "\f0b2";
}
.fa-group:before,
.fa-users:before {
  content: "\f0c0";
}
.fa-chain:before,
.fa-link:before {
  content: "\f0c1";
}
.fa-cloud:before {
  content: "\f0c2";
}
.fa-flask:before {
  content: "\f0c3";
}
.fa-cut:before,
.fa-scissors:before {
  content: "\f0c4";
}
.fa-copy:before,
.fa-files-o:before {
  content: "\f0c5";
}
.fa-paperclip:before {
  content: "\f0c6";
}
.fa-save:before,
.fa-floppy-o:before {
  content: "\f0c7";
}
.fa-square:before {
  content: "\f0c8";
}
.fa-navicon:before,
.fa-reorder:before,
.fa-bars:before {
  content: "\f0c9";
}
.fa-list-ul:before {
  content: "\f0ca";
}
.fa-list-ol:before {
  content: "\f0cb";
}
.fa-strikethrough:before {
  content: "\f0cc";
}
.fa-underline:before {
  content: "\f0cd";
}
.fa-table:before {
  content: "\f0ce";
}
.fa-magic:before {
  content: "\f0d0";
}
.fa-truck:before {
  content: "\f0d1";
}
.fa-pinterest:before {
  content: "\f0d2";
}
.fa-pinterest-square:before {
  content: "\f0d3";
}
.fa-google-plus-square:before {
  content: "\f0d4";
}
.fa-google-plus:before {
  content: "\f0d5";
}
.fa-money:before {
  content: "\f0d6";
}
.fa-caret-down:before {
  content: "\f0d7";
}
.fa-caret-up:before {
  content: "\f0d8";
}
.fa-caret-left:before {
  content: "\f0d9";
}
.fa-caret-right:before {
  content: "\f0da";
}
.fa-columns:before {
  content: "\f0db";
}
.fa-unsorted:before,
.fa-sort:before {
  content: "\f0dc";
}
.fa-sort-down:before,
.fa-sort-desc:before {
  content: "\f0dd";
}
.fa-sort-up:before,
.fa-sort-asc:before {
  content: "\f0de";
}
.fa-envelope:before {
  content: "\f0e0";
}
.fa-linkedin:before {
  content: "\f0e1";
}
.fa-rotate-left:before,
.fa-undo:before {
  content: "\f0e2";
}
.fa-legal:before,
.fa-gavel:before {
  content: "\f0e3";
}
.fa-dashboard:before,
.fa-tachometer:before {
  content: "\f0e4";
}
.fa-comment-o:before {
  content: "\f0e5";
}
.fa-comments-o:before {
  content: "\f0e6";
}
.fa-flash:before,
.fa-bolt:before {
  content: "\f0e7";
}
.fa-sitemap:before {
  content: "\f0e8";
}
.fa-umbrella:before {
  content: "\f0e9";
}
.fa-paste:before,
.fa-clipboard:before {
  content: "\f0ea";
}
.fa-lightbulb-o:before {
  content: "\f0eb";
}
.fa-exchange:before {
  content: "\f0ec";
}
.fa-cloud-download:before {
  content: "\f0ed";
}
.fa-cloud-upload:before {
  content: "\f0ee";
}
.fa-user-md:before {
  content: "\f0f0";
}
.fa-stethoscope:before {
  content: "\f0f1";
}
.fa-suitcase:before {
  content: "\f0f2";
}
.fa-bell-o:before {
  content: "\f0a2";
}
.fa-coffee:before {
  content: "\f0f4";
}
.fa-cutlery:before {
  content: "\f0f5";
}
.fa-file-text-o:before {
  content: "\f0f6";
}
.fa-building-o:before {
  content: "\f0f7";
}
.fa-hospital-o:before {
  content: "\f0f8";
}
.fa-ambulance:before {
  content: "\f0f9";
}
.fa-medkit:before {
  content: "\f0fa";
}
.fa-fighter-jet:before {
  content: "\f0fb";
}
.fa-beer:before {
  content: "\f0fc";
}
.fa-h-square:before {
  content: "\f0fd";
}
.fa-plus-square:before {
  content: "\f0fe";
}
.fa-angle-double-left:before {
  content: "\f100";
}
.fa-angle-double-right:before {
  content: "\f101";
}
.fa-angle-double-up:before {
  content: "\f102";
}
.fa-angle-double-down:before {
  content: "\f103";
}
.fa-angle-left:before {
  content: "\f104";
}
.fa-angle-right:before {
  content: "\f105";
}
.fa-angle-up:before {
  content: "\f106";
}
.fa-angle-down:before {
  content: "\f107";
}
.fa-desktop:before {
  content: "\f108";
}
.fa-laptop:before {
  content: "\f109";
}
.fa-tablet:before {
  content: "\f10a";
}
.fa-mobile-phone:before,
.fa-mobile:before {
  content: "\f10b";
}
.fa-circle-o:before {
  content: "\f10c";
}
.fa-quote-left:before {
  content: "\f10d";
}
.fa-quote-right:before {
  content: "\f10e";
}
.fa-spinner:before {
  content: "\f110";
}
.fa-circle:before {
  content: "\f111";
}
.fa-mail-reply:before,
.fa-reply:before {
  content: "\f112";
}
.fa-github-alt:before {
  content: "\f113";
}
.fa-folder-o:before {
  content: "\f114";
}
.fa-folder-open-o:before {
  content: "\f115";
}
.fa-smile-o:before {
  content: "\f118";
}
.fa-frown-o:before {
  content: "\f119";
}
.fa-meh-o:before {
  content: "\f11a";
}
.fa-gamepad:before {
  content: "\f11b";
}
.fa-keyboard-o:before {
  content: "\f11c";
}
.fa-flag-o:before {
  content: "\f11d";
}
.fa-flag-checkered:before {
  content: "\f11e";
}
.fa-terminal:before {
  content: "\f120";
}
.fa-code:before {
  content: "\f121";
}
.fa-mail-reply-all:before,
.fa-reply-all:before {
  content: "\f122";
}
.fa-star-half-empty:before,
.fa-star-half-full:before,
.fa-star-half-o:before {
  content: "\f123";
}
.fa-location-arrow:before {
  content: "\f124";
}
.fa-crop:before {
  content: "\f125";
}
.fa-code-fork:before {
  content: "\f126";
}
.fa-unlink:before,
.fa-chain-broken:before {
  content: "\f127";
}
.fa-question:before {
  content: "\f128";
}
.fa-info:before {
  content: "\f129";
}
.fa-exclamation:before {
  content: "\f12a";
}
.fa-superscript:before {
  content: "\f12b";
}
.fa-subscript:before {
  content: "\f12c";
}
.fa-eraser:before {
  content: "\f12d";
}
.fa-puzzle-piece:before {
  content: "\f12e";
}
.fa-microphone:before {
  content: "\f130";
}
.fa-microphone-slash:before {
  content: "\f131";
}
.fa-shield:before {
  content: "\f132";
}
.fa-calendar-o:before {
  content: "\f133";
}
.fa-fire-extinguisher:before {
  content: "\f134";
}
.fa-rocket:before {
  content: "\f135";
}
.fa-maxcdn:before {
  content: "\f136";
}
.fa-chevron-circle-left:before {
  content: "\f137";
}
.fa-chevron-circle-right:before {
  content: "\f138";
}
.fa-chevron-circle-up:before {
  content: "\f139";
}
.fa-chevron-circle-down:before {
  content: "\f13a";
}
.fa-html5:before {
  content: "\f13b";
}
.fa-css3:before {
  content: "\f13c";
}
.fa-anchor:before {
  content: "\f13d";
}
.fa-unlock-alt:before {
  content: "\f13e";
}
.fa-bullseye:before {
  content: "\f140";
}
.fa-ellipsis-h:before {
  content: "\f141";
}
.fa-ellipsis-v:before {
  content: "\f142";
}
.fa-rss-square:before {
  content: "\f143";
}
.fa-play-circle:before {
  content: "\f144";
}
.fa-ticket:before {
  content: "\f145";
}
.fa-minus-square:before {
  content: "\f146";
}
.fa-minus-square-o:before {
  content: "\f147";
}
.fa-level-up:before {
  content: "\f148";
}
.fa-level-down:before {
  content: "\f149";
}
.fa-check-square:before {
  content: "\f14a";
}
.fa-pencil-square:before {
  content: "\f14b";
}
.fa-external-link-square:before {
  content: "\f14c";
}
.fa-share-square:before {
  content: "\f14d";
}
.fa-compass:before {
  content: "\f14e";
}
.fa-toggle-down:before,
.fa-caret-square-o-down:before {
  content: "\f150";
}
.fa-toggle-up:before,
.fa-caret-square-o-up:before {
  content: "\f151";
}
.fa-toggle-right:before,
.fa-caret-square-o-right:before {
  content: "\f152";
}
.fa-euro:before,
.fa-eur:before {
  content: "\f153";
}
.fa-gbp:before {
  content: "\f154";
}
.fa-dollar:before,
.fa-usd:before {
  content: "\f155";
}
.fa-rupee:before,
.fa-inr:before {
  content: "\f156";
}
.fa-cny:before,
.fa-rmb:before,
.fa-yen:before,
.fa-jpy:before {
  content: "\f157";
}
.fa-ruble:before,
.fa-rouble:before,
.fa-rub:before {
  content: "\f158";
}
.fa-won:before,
.fa-krw:before {
  content: "\f159";
}
.fa-bitcoin:before,
.fa-btc:before {
  content: "\f15a";
}
.fa-file:before {
  content: "\f15b";
}
.fa-file-text:before {
  content: "\f15c";
}
.fa-sort-alpha-asc:before {
  content: "\f15d";
}
.fa-sort-alpha-desc:before {
  content: "\f15e";
}
.fa-sort-amount-asc:before {
  content: "\f160";
}
.fa-sort-amount-desc:before {
  content: "\f161";
}
.fa-sort-numeric-asc:before {
  content: "\f162";
}
.fa-sort-numeric-desc:before {
  content: "\f163";
}
.fa-thumbs-up:before {
  content: "\f164";
}
.fa-thumbs-down:before {
  content: "\f165";
}
.fa-youtube-square:before {
  content: "\f166";
}
.fa-youtube:before {
  content: "\f167";
}
.fa-xing:before {
  content: "\f168";
}
.fa-xing-square:before {
  content: "\f169";
}
.fa-youtube-play:before {
  content: "\f16a";
}
.fa-dropbox:before {
  content: "\f16b";
}
.fa-stack-overflow:before {
  content: "\f16c";
}
.fa-instagram:before {
  content: "\f16d";
}
.fa-flickr:before {
  content: "\f16e";
}
.fa-adn:before {
  content: "\f170";
}
.fa-bitbucket:before {
  content: "\f171";
}
.fa-bitbucket-square:before {
  content: "\f172";
}
.fa-tumblr:before {
  content: "\f173";
}
.fa-tumblr-square:before {
  content: "\f174";
}
.fa-long-arrow-down:before {
  content: "\f175";
}
.fa-long-arrow-up:before {
  content: "\f176";
}
.fa-long-arrow-left:before {
  content: "\f177";
}
.fa-long-arrow-right:before {
  content: "\f178";
}
.fa-apple:before {
  content: "\f179";
}
.fa-windows:before {
  content: "\f17a";
}
.fa-android:before {
  content: "\f17b";
}
.fa-linux:before {
  content: "\f17c";
}
.fa-dribbble:before {
  content: "\f17d";
}
.fa-skype:before {
  content: "\f17e";
}
.fa-foursquare:before {
  content: "\f180";
}
.fa-trello:before {
  content: "\f181";
}
.fa-female:before {
  content: "\f182";
}
.fa-male:before {
  content: "\f183";
}
.fa-gittip:before,
.fa-gratipay:before {
  content: "\f184";
}
.fa-sun-o:before {
  content: "\f185";
}
.fa-moon-o:before {
  content: "\f186";
}
.fa-archive:before {
  content: "\f187";
}
.fa-bug:before {
  content: "\f188";
}
.fa-vk:before {
  content: "\f189";
}
.fa-weibo:before {
  content: "\f18a";
}
.fa-renren:before {
  content: "\f18b";
}
.fa-pagelines:before {
  content: "\f18c";
}
.fa-stack-exchange:before {
  content: "\f18d";
}
.fa-arrow-circle-o-right:before {
  content: "\f18e";
}
.fa-arrow-circle-o-left:before {
  content: "\f190";
}
.fa-toggle-left:before,
.fa-caret-square-o-left:before {
  content: "\f191";
}
.fa-dot-circle-o:before {
  content: "\f192";
}
.fa-wheelchair:before {
  content: "\f193";
}
.fa-vimeo-square:before {
  content: "\f194";
}
.fa-turkish-lira:before,
.fa-try:before {
  content: "\f195";
}
.fa-plus-square-o:before {
  content: "\f196";
}
.fa-space-shuttle:before {
  content: "\f197";
}
.fa-slack:before {
  content: "\f198";
}
.fa-envelope-square:before {
  content: "\f199";
}
.fa-wordpress:before {
  content: "\f19a";
}
.fa-openid:before {
  content: "\f19b";
}
.fa-institution:before,
.fa-bank:before,
.fa-university:before {
  content: "\f19c";
}
.fa-mortar-board:before,
.fa-graduation-cap:before {
  content: "\f19d";
}
.fa-yahoo:before {
  content: "\f19e";
}
.fa-google:before {
  content: "\f1a0";
}
.fa-reddit:before {
  content: "\f1a1";
}
.fa-reddit-square:before {
  content: "\f1a2";
}
.fa-stumbleupon-circle:before {
  content: "\f1a3";
}
.fa-stumbleupon:before {
  content: "\f1a4";
}
.fa-delicious:before {
  content: "\f1a5";
}
.fa-digg:before {
  content: "\f1a6";
}
.fa-pied-piper-pp:before {
  content: "\f1a7";
}
.fa-pied-piper-alt:before {
  content: "\f1a8";
}
.fa-drupal:before {
  content: "\f1a9";
}
.fa-joomla:before {
  content: "\f1aa";
}
.fa-language:before {
  content: "\f1ab";
}
.fa-fax:before {
  content: "\f1ac";
}
.fa-building:before {
  content: "\f1ad";
}
.fa-child:before {
  content: "\f1ae";
}
.fa-paw:before {
  content: "\f1b0";
}
.fa-spoon:before {
  content: "\f1b1";
}
.fa-cube:before {
  content: "\f1b2";
}
.fa-cubes:before {
  content: "\f1b3";
}
.fa-behance:before {
  content: "\f1b4";
}
.fa-behance-square:before {
  content: "\f1b5";
}
.fa-steam:before {
  content: "\f1b6";
}
.fa-steam-square:before {
  content: "\f1b7";
}
.fa-recycle:before {
  content: "\f1b8";
}
.fa-automobile:before,
.fa-car:before {
  content: "\f1b9";
}
.fa-cab:before,
.fa-taxi:before {
  content: "\f1ba";
}
.fa-tree:before {
  content: "\f1bb";
}
.fa-spotify:before {
  content: "\f1bc";
}
.fa-deviantart:before {
  content: "\f1bd";
}
.fa-soundcloud:before {
  content: "\f1be";
}
.fa-database:before {
  content: "\f1c0";
}
.fa-file-pdf-o:before {
  content: "\f1c1";
}
.fa-file-word-o:before {
  content: "\f1c2";
}
.fa-file-excel-o:before {
  content: "\f1c3";
}
.fa-file-powerpoint-o:before {
  content: "\f1c4";
}
.fa-file-photo-o:before,
.fa-file-picture-o:before,
.fa-file-image-o:before {
  content: "\f1c5";
}
.fa-file-zip-o:before,
.fa-file-archive-o:before {
  content: "\f1c6";
}
.fa-file-sound-o:before,
.fa-file-audio-o:before {
  content: "\f1c7";
}
.fa-file-movie-o:before,
.fa-file-video-o:before {
  content: "\f1c8";
}
.fa-file-code-o:before {
  content: "\f1c9";
}
.fa-vine:before {
  content: "\f1ca";
}
.fa-codepen:before {
  content: "\f1cb";
}
.fa-jsfiddle:before {
  content: "\f1cc";
}
.fa-life-bouy:before,
.fa-life-buoy:before,
.fa-life-saver:before,
.fa-support:before,
.fa-life-ring:before {
  content: "\f1cd";
}
.fa-circle-o-notch:before {
  content: "\f1ce";
}
.fa-ra:before,
.fa-resistance:before,
.fa-rebel:before {
  content: "\f1d0";
}
.fa-ge:before,
.fa-empire:before {
  content: "\f1d1";
}
.fa-git-square:before {
  content: "\f1d2";
}
.fa-git:before {
  content: "\f1d3";
}
.fa-y-combinator-square:before,
.fa-yc-square:before,
.fa-hacker-news:before {
  content: "\f1d4";
}
.fa-tencent-weibo:before {
  content: "\f1d5";
}
.fa-qq:before {
  content: "\f1d6";
}
.fa-wechat:before,
.fa-weixin:before {
  content: "\f1d7";
}
.fa-send:before,
.fa-paper-plane:before {
  content: "\f1d8";
}
.fa-send-o:before,
.fa-paper-plane-o:before {
  content: "\f1d9";
}
.fa-history:before {
  content: "\f1da";
}
.fa-circle-thin:before {
  content: "\f1db";
}
.fa-header:before {
  content: "\f1dc";
}
.fa-paragraph:before {
  content: "\f1dd";
}
.fa-sliders:before {
  content: "\f1de";
}
.fa-share-alt:before {
  content: "\f1e0";
}
.fa-share-alt-square:before {
  content: "\f1e1";
}
.fa-bomb:before {
  content: "\f1e2";
}
.fa-soccer-ball-o:before,
.fa-futbol-o:before {
  content: "\f1e3";
}
.fa-tty:before {
  content: "\f1e4";
}
.fa-binoculars:before {
  content: "\f1e5";
}
.fa-plug:before {
  content: "\f1e6";
}
.fa-slideshare:before {
  content: "\f1e7";
}
.fa-twitch:before {
  content: "\f1e8";
}
.fa-yelp:before {
  content: "\f1e9";
}
.fa-newspaper-o:before {
  content: "\f1ea";
}
.fa-wifi:before {
  content: "\f1eb";
}
.fa-calculator:before {
  content: "\f1ec";
}
.fa-paypal:before {
  content: "\f1ed";
}
.fa-google-wallet:before {
  content: "\f1ee";
}
.fa-cc-visa:before {
  content: "\f1f0";
}
.fa-cc-mastercard:before {
  content: "\f1f1";
}
.fa-cc-discover:before {
  content: "\f1f2";
}
.fa-cc-amex:before {
  content: "\f1f3";
}
.fa-cc-paypal:before {
  content: "\f1f4";
}
.fa-cc-stripe:before {
  content: "\f1f5";
}
.fa-bell-slash:before {
  content: "\f1f6";
}
.fa-bell-slash-o:before {
  content: "\f1f7";
}
.fa-trash:before {
  content: "\f1f8";
}
.fa-copyright:before {
  content: "\f1f9";
}
.fa-at:before {
  content: "\f1fa";
}
.fa-eyedropper:before {
  content: "\f1fb";
}
.fa-paint-brush:before {
  content: "\f1fc";
}
.fa-birthday-cake:before {
  content: "\f1fd";
}
.fa-area-chart:before {
  content: "\f1fe";
}
.fa-pie-chart:before {
  content: "\f200";
}
.fa-line-chart:before {
  content: "\f201";
}
.fa-lastfm:before {
  content: "\f202";
}
.fa-lastfm-square:before {
  content: "\f203";
}
.fa-toggle-off:before {
  content: "\f204";
}
.fa-toggle-on:before {
  content: "\f205";
}
.fa-bicycle:before {
  content: "\f206";
}
.fa-bus:before {
  content: "\f207";
}
.fa-ioxhost:before {
  content: "\f208";
}
.fa-angellist:before {
  content: "\f209";
}
.fa-cc:before {
  content: "\f20a";
}
.fa-shekel:before,
.fa-sheqel:before,
.fa-ils:before {
  content: "\f20b";
}
.fa-meanpath:before {
  content: "\f20c";
}
.fa-buysellads:before {
  content: "\f20d";
}
.fa-connectdevelop:before {
  content: "\f20e";
}
.fa-dashcube:before {
  content: "\f210";
}
.fa-forumbee:before {
  content: "\f211";
}
.fa-leanpub:before {
  content: "\f212";
}
.fa-sellsy:before {
  content: "\f213";
}
.fa-shirtsinbulk:before {
  content: "\f214";
}
.fa-simplybuilt:before {
  content: "\f215";
}
.fa-skyatlas:before {
  content: "\f216";
}
.fa-cart-plus:before {
  content: "\f217";
}
.fa-cart-arrow-down:before {
  content: "\f218";
}
.fa-diamond:before {
  content: "\f219";
}
.fa-ship:before {
  content: "\f21a";
}
.fa-user-secret:before {
  content: "\f21b";
}
.fa-motorcycle:before {
  content: "\f21c";
}
.fa-street-view:before {
  content: "\f21d";
}
.fa-heartbeat:before {
  content: "\f21e";
}
.fa-venus:before {
  content: "\f221";
}
.fa-mars:before {
  content: "\f222";
}
.fa-mercury:before {
  content: "\f223";
}
.fa-intersex:before,
.fa-transgender:before {
  content: "\f224";
}
.fa-transgender-alt:before {
  content: "\f225";
}
.fa-venus-double:before {
  content: "\f226";
}
.fa-mars-double:before {
  content: "\f227";
}
.fa-venus-mars:before {
  content: "\f228";
}
.fa-mars-stroke:before {
  content: "\f229";
}
.fa-mars-stroke-v:before {
  content: "\f22a";
}
.fa-mars-stroke-h:before {
  content: "\f22b";
}
.fa-neuter:before {
  content: "\f22c";
}
.fa-genderless:before {
  content: "\f22d";
}
.fa-facebook-official:before {
  content: "\f230";
}
.fa-pinterest-p:before {
  content: "\f231";
}
.fa-whatsapp:before {
  content: "\f232";
}
.fa-server:before {
  content: "\f233";
}
.fa-user-plus:before {
  content: "\f234";
}
.fa-user-times:before {
  content: "\f235";
}
.fa-hotel:before,
.fa-bed:before {
  content: "\f236";
}
.fa-viacoin:before {
  content: "\f237";
}
.fa-train:before {
  content: "\f238";
}
.fa-subway:before {
  content: "\f239";
}
.fa-medium:before {
  content: "\f23a";
}
.fa-yc:before,
.fa-y-combinator:before {
  content: "\f23b";
}
.fa-optin-monster:before {
  content: "\f23c";
}
.fa-opencart:before {
  content: "\f23d";
}
.fa-expeditedssl:before {
  content: "\f23e";
}
.fa-battery-4:before,
.fa-battery:before,
.fa-battery-full:before {
  content: "\f240";
}
.fa-battery-3:before,
.fa-battery-three-quarters:before {
  content: "\f241";
}
.fa-battery-2:before,
.fa-battery-half:before {
  content: "\f242";
}
.fa-battery-1:before,
.fa-battery-quarter:before {
  content: "\f243";
}
.fa-battery-0:before,
.fa-battery-empty:before {
  content: "\f244";
}
.fa-mouse-pointer:before {
  content: "\f245";
}
.fa-i-cursor:before {
  content: "\f246";
}
.fa-object-group:before {
  content: "\f247";
}
.fa-object-ungroup:before {
  content: "\f248";
}
.fa-sticky-note:before {
  content: "\f249";
}
.fa-sticky-note-o:before {
  content: "\f24a";
}
.fa-cc-jcb:before {
  content: "\f24b";
}
.fa-cc-diners-club:before {
  content: "\f24c";
}
.fa-clone:before {
  content: "\f24d";
}
.fa-balance-scale:before {
  content: "\f24e";
}
.fa-hourglass-o:before {
  content: "\f250";
}
.fa-hourglass-1:before,
.fa-hourglass-start:before {
  content: "\f251";
}
.fa-hourglass-2:before,
.fa-hourglass-half:before {
  content: "\f252";
}
.fa-hourglass-3:before,
.fa-hourglass-end:before {
  content: "\f253";
}
.fa-hourglass:before {
  content: "\f254";
}
.fa-hand-grab-o:before,
.fa-hand-rock-o:before {
  content: "\f255";
}
.fa-hand-stop-o:before,
.fa-hand-paper-o:before {
  content: "\f256";
}
.fa-hand-scissors-o:before {
  content: "\f257";
}
.fa-hand-lizard-o:before {
  content: "\f258";
}
.fa-hand-spock-o:before {
  content: "\f259";
}
.fa-hand-pointer-o:before {
  content: "\f25a";
}
.fa-hand-peace-o:before {
  content: "\f25b";
}
.fa-trademark:before {
  content: "\f25c";
}
.fa-registered:before {
  content: "\f25d";
}
.fa-creative-commons:before {
  content: "\f25e";
}
.fa-gg:before {
  content: "\f260";
}
.fa-gg-circle:before {
  content: "\f261";
}
.fa-tripadvisor:before {
  content: "\f262";
}
.fa-odnoklassniki:before {
  content: "\f263";
}
.fa-odnoklassniki-square:before {
  content: "\f264";
}
.fa-get-pocket:before {
  content: "\f265";
}
.fa-wikipedia-w:before {
  content: "\f266";
}
.fa-safari:before {
  content: "\f267";
}
.fa-chrome:before {
  content: "\f268";
}
.fa-firefox:before {
  content: "\f269";
}
.fa-opera:before {
  content: "\f26a";
}
.fa-internet-explorer:before {
  content: "\f26b";
}
.fa-tv:before,
.fa-television:before {
  content: "\f26c";
}
.fa-contao:before {
  content: "\f26d";
}
.fa-500px:before {
  content: "\f26e";
}
.fa-amazon:before {
  content: "\f270";
}
.fa-calendar-plus-o:before {
  content: "\f271";
}
.fa-calendar-minus-o:before {
  content: "\f272";
}
.fa-calendar-times-o:before {
  content: "\f273";
}
.fa-calendar-check-o:before {
  content: "\f274";
}
.fa-industry:before {
  content: "\f275";
}
.fa-map-pin:before {
  content: "\f276";
}
.fa-map-signs:before {
  content: "\f277";
}
.fa-map-o:before {
  content: "\f278";
}
.fa-map:before {
  content: "\f279";
}
.fa-commenting:before {
  content: "\f27a";
}
.fa-commenting-o:before {
  content: "\f27b";
}
.fa-houzz:before {
  content: "\f27c";
}
.fa-vimeo:before {
  content: "\f27d";
}
.fa-black-tie:before {
  content: "\f27e";
}
.fa-fonticons:before {
  content: "\f280";
}
.fa-reddit-alien:before {
  content: "\f281";
}
.fa-edge:before {
  content: "\f282";
}
.fa-credit-card-alt:before {
  content: "\f283";
}
.fa-codiepie:before {
  content: "\f284";
}
.fa-modx:before {
  content: "\f285";
}
.fa-fort-awesome:before {
  content: "\f286";
}
.fa-usb:before {
  content: "\f287";
}
.fa-product-hunt:before {
  content: "\f288";
}
.fa-mixcloud:before {
  content: "\f289";
}
.fa-scribd:before {
  content: "\f28a";
}
.fa-pause-circle:before {
  content: "\f28b";
}
.fa-pause-circle-o:before {
  content: "\f28c";
}
.fa-stop-circle:before {
  content: "\f28d";
}
.fa-stop-circle-o:before {
  content: "\f28e";
}
.fa-shopping-bag:before {
  content: "\f290";
}
.fa-shopping-basket:before {
  content: "\f291";
}
.fa-hashtag:before {
  content: "\f292";
}
.fa-bluetooth:before {
  content: "\f293";
}
.fa-bluetooth-b:before {
  content: "\f294";
}
.fa-percent:before {
  content: "\f295";
}
.fa-gitlab:before {
  content: "\f296";
}
.fa-wpbeginner:before {
  content: "\f297";
}
.fa-wpforms:before {
  content: "\f298";
}
.fa-envira:before {
  content: "\f299";
}
.fa-universal-access:before {
  content: "\f29a";
}
.fa-wheelchair-alt:before {
  content: "\f29b";
}
.fa-question-circle-o:before {
  content: "\f29c";
}
.fa-blind:before {
  content: "\f29d";
}
.fa-audio-description:before {
  content: "\f29e";
}
.fa-volume-control-phone:before {
  content: "\f2a0";
}
.fa-braille:before {
  content: "\f2a1";
}
.fa-assistive-listening-systems:before {
  content: "\f2a2";
}
.fa-asl-interpreting:before,
.fa-american-sign-language-interpreting:before {
  content: "\f2a3";
}
.fa-deafness:before,
.fa-hard-of-hearing:before,
.fa-deaf:before {
  content: "\f2a4";
}
.fa-glide:before {
  content: "\f2a5";
}
.fa-glide-g:before {
  content: "\f2a6";
}
.fa-signing:before,
.fa-sign-language:before {
  content: "\f2a7";
}
.fa-low-vision:before {
  content: "\f2a8";
}
.fa-viadeo:before {
  content: "\f2a9";
}
.fa-viadeo-square:before {
  content: "\f2aa";
}
.fa-snapchat:before {
  content: "\f2ab";
}
.fa-snapchat-ghost:before {
  content: "\f2ac";
}
.fa-snapchat-square:before {
  content: "\f2ad";
}
.fa-pied-piper:before {
  content: "\f2ae";
}
.fa-first-order:before {
  content: "\f2b0";
}
.fa-yoast:before {
  content: "\f2b1";
}
.fa-themeisle:before {
  content: "\f2b2";
}
.fa-google-plus-circle:before,
.fa-google-plus-official:before {
  content: "\f2b3";
}
.fa-fa:before,
.fa-font-awesome:before {
  content: "\f2b4";
}
.fa-handshake-o:before {
  content: "\f2b5";
}
.fa-envelope-open:before {
  content: "\f2b6";
}
.fa-envelope-open-o:before {
  content: "\f2b7";
}
.fa-linode:before {
  content: "\f2b8";
}
.fa-address-book:before {
  content: "\f2b9";
}
.fa-address-book-o:before {
  content: "\f2ba";
}
.fa-vcard:before,
.fa-address-card:before {
  content: "\f2bb";
}
.fa-vcard-o:before,
.fa-address-card-o:before {
  content: "\f2bc";
}
.fa-user-circle:before {
  content: "\f2bd";
}
.fa-user-circle-o:before {
  content: "\f2be";
}
.fa-user-o:before {
  content: "\f2c0";
}
.fa-id-badge:before {
  content: "\f2c1";
}
.fa-drivers-license:before,
.fa-id-card:before {
  content: "\f2c2";
}
.fa-drivers-license-o:before,
.fa-id-card-o:before {
  content: "\f2c3";
}
.fa-quora:before {
  content: "\f2c4";
}
.fa-free-code-camp:before {
  content: "\f2c5";
}
.fa-telegram:before {
  content: "\f2c6";
}
.fa-thermometer-4:before,
.fa-thermometer:before,
.fa-thermometer-full:before {
  content: "\f2c7";
}
.fa-thermometer-3:before,
.fa-thermometer-three-quarters:before {
  content: "\f2c8";
}
.fa-thermometer-2:before,
.fa-thermometer-half:before {
  content: "\f2c9";
}
.fa-thermometer-1:before,
.fa-thermometer-quarter:before {
  content: "\f2ca";
}
.fa-thermometer-0:before,
.fa-thermometer-empty:before {
  content: "\f2cb";
}
.fa-shower:before {
  content: "\f2cc";
}
.fa-bathtub:before,
.fa-s15:before,
.fa-bath:before {
  content: "\f2cd";
}
.fa-podcast:before {
  content: "\f2ce";
}
.fa-window-maximize:before {
  content: "\f2d0";
}
.fa-window-minimize:before {
  content: "\f2d1";
}
.fa-window-restore:before {
  content: "\f2d2";
}
.fa-times-rectangle:before,
.fa-window-close:before {
  content: "\f2d3";
}
.fa-times-rectangle-o:before,
.fa-window-close-o:before {
  content: "\f2d4";
}
.fa-bandcamp:before {
  content: "\f2d5";
}
.fa-grav:before {
  content: "\f2d6";
}
.fa-etsy:before {
  content: "\f2d7";
}
.fa-imdb:before {
  content: "\f2d8";
}
.fa-ravelry:before {
  content: "\f2d9";
}
.fa-eercast:before {
  content: "\f2da";
}
.fa-microchip:before {
  content: "\f2db";
}
.fa-snowflake-o:before {
  content: "\f2dc";
}
.fa-superpowers:before {
  content: "\f2dd";
}
.fa-wpexplorer:before {
  content: "\f2de";
}
.fa-meetup:before {
  content: "\f2e0";
}
.sr-only {
  position: absolute;
  width: 1px;
  height: 1px;
  padding: 0;
  margin: -1px;
  overflow: hidden;
  clip: rect(0, 0, 0, 0);
  border: 0;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
.sr-only-focusable:active,
.sr-only-focusable:focus {
  position: static;
  width: auto;
  height: auto;
  margin: 0;
  overflow: visible;
  clip: auto;
}
/*!
*
* IPython base
*
*/
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
code {
  color: #000;
}
pre {
  font-size: inherit;
  line-height: inherit;
}
label {
  font-weight: normal;
}
/* Make the page background atleast 100% the height of the view port */
/* Make the page itself atleast 70% the height of the view port */
.border-box-sizing {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.corner-all {
  border-radius: 2px;
}
.no-padding {
  padding: 0px;
}
/* Flexible box model classes */
/* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
/* This file is a compatability layer.  It allows the usage of flexible box 
model layouts accross multiple browsers, including older browsers.  The newest,
universal implementation of the flexible box model is used when available (see
`Modern browsers` comments below).  Browsers that are known to implement this 
new spec completely include:

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

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

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

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
div.output_area .mglyph > img {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 1px 0 1px 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul:not(.list-inline),
.rendered_html ol:not(.list-inline) {
  padding-left: 2em;
}
.rendered_html ul {
  list-style: disc;
}
.rendered_html ul ul {
  list-style: square;
  margin-top: 0;
}
.rendered_html ul ul ul {
  list-style: circle;
}
.rendered_html ol {
  list-style: decimal;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin-top: 0;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
  padding: 0px;
  background-color: #fff;
}
.rendered_html code {
  background-color: #eff0f1;
}
.rendered_html p code {
  padding: 1px 5px;
}
.rendered_html pre code {
  background-color: #fff;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  color: #000;
  font-size: 100%;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: none;
  border-collapse: collapse;
  border-spacing: 0;
  color: black;
  font-size: 12px;
  table-layout: fixed;
}
.rendered_html thead {
  border-bottom: 1px solid black;
  vertical-align: bottom;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  text-align: right;
  vertical-align: middle;
  padding: 0.5em 0.5em;
  line-height: normal;
  white-space: normal;
  max-width: none;
  border: none;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html tbody tr:nth-child(odd) {
  background: #f5f5f5;
}
.rendered_html tbody tr:hover {
  background: rgba(66, 165, 245, 0.2);
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
.rendered_html .alert {
  margin-bottom: initial;
}
.rendered_html * + .alert {
  margin-top: 1em;
}
[dir="rtl"] .rendered_html p {
  text-align: right;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.rendered .rendered_html tr,
.text_cell.rendered .rendered_html th,
.text_cell.rendered .rendered_html td {
  max-width: none;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.text_cell .dropzone .input_area {
  border: 2px dashed #bababa;
  margin: -1px;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
.jupyter-keybindings {
  padding: 1px;
  line-height: 24px;
  border-bottom: 1px solid gray;
}
.jupyter-keybindings input {
  margin: 0;
  padding: 0;
  border: none;
}
.jupyter-keybindings i {
  padding: 6px;
}
.well code {
  background-color: #ffffff;
  border-color: #ababab;
  border-width: 1px;
  border-style: solid;
  padding: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.tags_button_container {
  width: 100%;
  display: flex;
}
.tag-container {
  display: flex;
  flex-direction: row;
  flex-grow: 1;
  overflow: hidden;
  position: relative;
}
.tag-container > * {
  margin: 0 4px;
}
.remove-tag-btn {
  margin-left: 4px;
}
.tags-input {
  display: flex;
}
.cell-tag:last-child:after {
  content: "";
  position: absolute;
  right: 0;
  width: 40px;
  height: 100%;
  /* Fade to background color of cell toolbar */
  background: linear-gradient(to right, rgba(0, 0, 0, 0), #EEE);
}
.tags-input > * {
  margin-left: 4px;
}
.cell-tag,
.tags-input input,
.tags-input button {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  box-shadow: none;
  width: inherit;
  font-size: inherit;
  height: 22px;
  line-height: 22px;
  padding: 0px 4px;
  display: inline-block;
}
.cell-tag:focus,
.tags-input input:focus,
.tags-input button:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.cell-tag::-moz-placeholder,
.tags-input input::-moz-placeholder,
.tags-input button::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.cell-tag:-ms-input-placeholder,
.tags-input input:-ms-input-placeholder,
.tags-input button:-ms-input-placeholder {
  color: #999;
}
.cell-tag::-webkit-input-placeholder,
.tags-input input::-webkit-input-placeholder,
.tags-input button::-webkit-input-placeholder {
  color: #999;
}
.cell-tag::-ms-expand,
.tags-input input::-ms-expand,
.tags-input button::-ms-expand {
  border: 0;
  background-color: transparent;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
.cell-tag[readonly],
.tags-input input[readonly],
.tags-input button[readonly],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  background-color: #eeeeee;
  opacity: 1;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  cursor: not-allowed;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button {
  height: auto;
}
select.cell-tag,
select.tags-input input,
select.tags-input button {
  height: 30px;
  line-height: 30px;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button,
select[multiple].cell-tag,
select[multiple].tags-input input,
select[multiple].tags-input button {
  height: auto;
}
.cell-tag,
.tags-input button {
  padding: 0px 4px;
}
.cell-tag {
  background-color: #fff;
  white-space: nowrap;
}
.tags-input input[type=text]:focus {
  outline: none;
  box-shadow: none;
  border-color: #ccc;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
[dir="rtl"] #kernel_logo_widget {
  float: left !important;
  float: left;
}
.modal .modal-body .move-path {
  display: flex;
  flex-direction: row;
  justify-content: space;
  align-items: center;
}
.modal .modal-body .move-path .server-root {
  padding-right: 20px;
}
.modal .modal-body .move-path .path-input {
  flex: 1;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
[dir="rtl"] #menubar .navbar-toggle {
  float: right;
}
[dir="rtl"] #menubar .navbar-collapse {
  clear: right;
}
[dir="rtl"] #menubar .navbar-nav {
  float: right;
}
[dir="rtl"] #menubar .nav {
  padding-right: 0px;
}
[dir="rtl"] #menubar .navbar-nav > li {
  float: right;
}
[dir="rtl"] #menubar .navbar-right {
  float: left !important;
}
[dir="rtl"] ul.dropdown-menu {
  text-align: right;
  left: auto;
}
[dir="rtl"] ul#new-menu.dropdown-menu {
  right: auto;
  left: 0;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
[dir="rtl"] i.menu-icon.pull-right {
  float: left !important;
  float: left;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
[dir="rtl"] ul#help_menu li a {
  padding-left: 2.2em;
}
[dir="rtl"] ul#help_menu li a i {
  margin-right: 0;
  margin-left: -1.2em;
}
[dir="rtl"] ul#help_menu li a i.pull-right {
  float: left !important;
  float: left;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
[dir="rtl"] .dropdown-submenu > .dropdown-menu {
  right: 100%;
  margin-right: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.fa-pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.fa-pull-right {
  margin-left: .3em;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
[dir="rtl"] .dropdown-submenu > a:after {
  float: left;
  content: "\f0d9";
  margin-right: 0;
  margin-left: -10px;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
[dir="rtl"] #notification_area {
  float: left !important;
  float: left;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] .indicator_area {
  float: left !important;
  float: left;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
[dir="rtl"] #kernel_indicator {
  float: left !important;
  float: left;
  border-left: 0;
  border-right: 1px solid;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] #modal_indicator {
  float: left !important;
  float: left;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  height: 30px;
  margin-top: 4px;
  display: flex;
  justify-content: flex-start;
  align-items: baseline;
  width: 50%;
  flex: 1;
}
span.save_widget span.filename {
  height: 100%;
  line-height: 1em;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  text-overflow: ellipsis;
  overflow: hidden;
  white-space: nowrap;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
[dir="rtl"] span.save_widget.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] span.save_widget span.filename {
  margin-left: 0;
  margin-right: 16px;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
  white-space: nowrap;
  padding: 0 5px;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
    padding: 0 0 0 5px;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
.toolbar-btn-label {
  margin-left: 6px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
[dir="rtl"] .btn-group > .btn,
.btn-group-vertical > .btn {
  float: right;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
 * of chance of beeing generated from the ../less/[samename].less file, you can
 * try to get back the less file by reverting somme commit in history
 **/
/*
 * We'll try to get something pretty, so we
 * have some strange css to have the scroll bar on
 * the left with fix button on the top right of the tooltip
 */
@-moz-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-webkit-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
@-webkit-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
  float: right;
}
.ipython_tooltip .tooltiptext pre {
  border: 0;
  border-radius: 0;
  font-size: 100%;
  background-color: #f7f7f7;
}
.pretooltiparrow {
  left: 0px;
  margin: 0px;
  top: -16px;
  width: 40px;
  height: 16px;
  overflow: hidden;
  position: absolute;
}
.pretooltiparrow:before {
  background-color: #f7f7f7;
  border: 1px #ababab solid;
  z-index: 11;
  content: "";
  position: absolute;
  left: 15px;
  top: 10px;
  width: 25px;
  height: 25px;
  -webkit-transform: rotate(45deg);
  -moz-transform: rotate(45deg);
  -ms-transform: rotate(45deg);
  -o-transform: rotate(45deg);
}
ul.typeahead-list i {
  margin-left: -10px;
  width: 18px;
}
[dir="rtl"] ul.typeahead-list i {
  margin-left: 0;
  margin-right: -10px;
}
ul.typeahead-list {
  max-height: 80vh;
  overflow: auto;
}
ul.typeahead-list > li > a {
  /** Firefox bug **/
  /* see https://github.com/jupyter/notebook/issues/559 */
  white-space: normal;
}
ul.typeahead-list  > li > a.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .typeahead-list {
  text-align: right;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  min-width: 20px;
  color: transparent;
}
[dir="rtl"] .no-shortcut.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .command-shortcut.pull-right {
  float: left !important;
  float: left;
}
.command-shortcut:before {
  content: "(command mode)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
[dir="rtl"] .edit-shortcut.pull-right {
  float: left !important;
  float: left;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
  background-color: #BBDEFB;
  border-color: #90CAF9;
  border-style: solid;
  border-width: 1px;
  border-radius: 0px;
}
[dir="ltr"] #find-and-replace .input-group-btn + .form-control {
  border-left: none;
}
[dir="rtl"] #find-and-replace .input-group-btn + .form-control {
  border-right: none;
}
#find-and-replace #replace-preview .replace .match {
  background-color: #FFCDD2;
  border-color: #EF9A9A;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
  background-color: #C8E6C9;
  border-color: #A5D6A7;
  border-radius: 0px;
}
#find-and-replace #replace-preview {
  max-height: 60vh;
  overflow: auto;
}
#find-and-replace #replace-preview pre {
  padding: 5px 10px;
}
.terminal-app {
  background: #EEE;
}
.terminal-app #header {
  background: #fff;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.terminal-app .terminal {
  width: 100%;
  float: left;
  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
  border-radius: 2px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
}
.terminal-app .terminal,
.terminal-app .terminal dummy-screen {
  line-height: 1em;
  font-size: 14px;
}
.terminal-app .terminal .xterm-rows {
  padding: 10px;
}
.terminal-app .terminal-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
/*# sourceMappingURL=style.min.css.map */
    </style>
<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
.highlight .c { color: #408080; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sa { color: #BA2121 } /* Literal.String.Affix */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .dl { color: #BA2121 } /* Literal.String.Delimiter */
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .fm { color: #0000FF } /* Name.Function.Magic */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
.highlight .vm { color: #19177C } /* Name.Variable.Magic */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
    </style>


<style type="text/css">
/* Overrides of notebook CSS for static HTML export */
body {
  overflow: visible;
  padding: 8px;
}

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

<!-- Custom stylesheet, it must be in the same directory as the html file -->
<link rel="stylesheet" href="custom.css">

<!-- Loading mathjax macro -->
<!-- Load mathjax -->
    <script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/latest.js?config=TeX-AMS_HTML"></script>
    <!-- MathJax configuration -->
    <script type="text/x-mathjax-config">
    MathJax.Hub.Config({
        tex2jax: {
            inlineMath: [ ['$','$'], ["\\(","\\)"] ],
            displayMath: [ ['$$','$$'], ["\\[","\\]"] ],
            processEscapes: true,
            processEnvironments: true
        },
        // Center justify equations in code and markdown cells. Elsewhere
        // we use CSS to left justify single line equations in code cells.
        displayAlign: 'center',
        "HTML-CSS": {
            styles: {'.MathJax_Display': {"margin": 0}},
            linebreaks: { automatic: true }
        }
    });
    </script>
    <!-- End of mathjax configuration --></head>
<body>
  <div tabindex="-1" id="notebook" class="border-box-sizing">
    <div class="container" id="notebook-container">

<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># Author : Amir Shokri</span>
<span class="c1"># github link : https://github.com/amirshnll/Bank-Marketing</span>
<span class="c1"># dataset link : http://archive.ics.uci.edu/ml/datasets/Bank+Marketing</span>
<span class="c1"># email : amirsh.nll@gmail.com</span>
</pre></div>

    </div>
</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h1 id="Read-data">Read data<a class="anchor-link" href="#Read-data">&#182;</a></h1>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[1]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>

<span class="n">DataName</span><span class="o">=</span><span class="s1">&#39;bank-full.csv&#39;</span>
<span class="nb">print</span><span class="p">(</span><span class="s1">&#39;-----------Loading Data------------------&#39;</span><span class="p">)</span>
<span class="n">data_pd</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="n">DataName</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="n">data_pd</span><span class="o">.</span><span class="n">describe</span><span class="p">)</span>
</pre></div>

    </div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

    <div class="prompt"></div>


<div class="output_subarea output_stream output_stdout output_text">
<pre>-----------Loading Data------------------
&lt;bound method NDFrame.describe of        age           job   marital  education default  balance housing loan  \
0       58    management   married   tertiary      no     2143     yes   no   
1       44    technician    single  secondary      no       29     yes   no   
2       33  entrepreneur   married  secondary      no        2     yes  yes   
3       47   blue-collar   married    unknown      no     1506     yes   no   
4       33       unknown    single    unknown      no        1      no   no   
...    ...           ...       ...        ...     ...      ...     ...  ...   
45206   51    technician   married   tertiary      no      825      no   no   
45207   71       retired  divorced    primary      no     1729      no   no   
45208   72       retired   married  secondary      no     5715      no   no   
45209   57   blue-collar   married  secondary      no      668      no   no   
45210   37  entrepreneur   married  secondary      no     2971      no   no   

         contact  day month  duration  campaign  pdays  previous poutcome    y  
0        unknown    5   may       261         1     -1         0  unknown   no  
1        unknown    5   may       151         1     -1         0  unknown   no  
2        unknown    5   may        76         1     -1         0  unknown   no  
3        unknown    5   may        92         1     -1         0  unknown   no  
4        unknown    5   may       198         1     -1         0  unknown   no  
...          ...  ...   ...       ...       ...    ...       ...      ...  ...  
45206   cellular   17   nov       977         3     -1         0  unknown  yes  
45207   cellular   17   nov       456         2     -1         0  unknown  yes  
45208   cellular   17   nov      1127         5    184         3  success  yes  
45209  telephone   17   nov       508         4     -1         0  unknown   no  
45210   cellular   17   nov       361         2    188        11    other   no  

[45211 rows x 17 columns]&gt;
</pre>
</div>
</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h1 id="Preproccessing">Preproccessing<a class="anchor-link" href="#Preproccessing">&#182;</a></h1>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[3]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="nb">print</span><span class="p">(</span><span class="s1">&#39;-----------Preproccessing----------------&#39;</span><span class="p">)</span>

<span class="kn">from</span> <span class="nn">sklearn.preprocessing</span> <span class="kn">import</span> <span class="n">LabelEncoder</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="n">encoder</span> <span class="o">=</span> <span class="n">LabelEncoder</span><span class="p">()</span>
<span class="n">dic_str</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;job&quot;</span><span class="p">:</span><span class="mi">1</span><span class="p">,</span><span class="s2">&quot;marital&quot;</span><span class="p">:</span><span class="mi">2</span><span class="p">,</span><span class="s2">&quot;education&quot;</span><span class="p">:</span><span class="mi">3</span><span class="p">,</span><span class="s2">&quot;default&quot;</span><span class="p">:</span><span class="mi">4</span><span class="p">,</span><span class="s2">&quot;housing&quot;</span><span class="p">:</span><span class="mi">6</span><span class="p">,</span><span class="s2">&quot;loan&quot;</span><span class="p">:</span><span class="mi">7</span><span class="p">,</span><span class="s2">&quot;contact&quot;</span><span class="p">:</span><span class="mi">8</span><span class="p">,</span><span class="s2">&quot;month&quot;</span><span class="p">:</span><span class="mi">10</span><span class="p">,</span><span class="s2">&quot;poutcome&quot;</span><span class="p">:</span><span class="mi">15</span><span class="p">,</span><span class="s2">&quot;y&quot;</span><span class="p">:</span><span class="mi">16</span><span class="p">}</span>
<span class="k">for</span> <span class="n">col_name</span><span class="p">,</span> <span class="n">col_idx</span> <span class="ow">in</span> <span class="n">dic_str</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
    <span class="nb">print</span><span class="p">(</span><span class="s2">&quot;colums: </span><span class="si">{0}</span><span class="s2"> to int&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">dic_str</span><span class="p">[</span><span class="n">col_name</span><span class="p">]))</span>
    <span class="n">lbl_txt</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">data_pd</span><span class="o">.</span><span class="n">iloc</span><span class="p">[:,</span><span class="n">col_idx</span><span class="p">])</span>
    <span class="n">data_pd</span><span class="p">[</span><span class="n">col_name</span><span class="p">]</span><span class="o">=</span><span class="n">encoder</span><span class="o">.</span><span class="n">fit_transform</span><span class="p">(</span><span class="n">lbl_txt</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">))</span>
<span class="n">data_pd</span>
</pre></div>

    </div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

    <div class="prompt"></div>


<div class="output_subarea output_stream output_stdout output_text">
<pre>-----------Preproccessing----------------
colums: 1 to int
colums: 2 to int
colums: 3 to int
colums: 4 to int
colums: 6 to int
colums: 7 to int
colums: 8 to int
colums: 10 to int
colums: 15 to int
colums: 16 to int
</pre>
</div>
</div>

<div class="output_area">

    <div class="prompt"></div>


<div class="output_subarea output_stream output_stderr output_text">
<pre>C:\Users\Human\anaconda3\lib\site-packages\sklearn\utils\validation.py:73: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
  return f(**kwargs)
</pre>
</div>
</div>

<div class="output_area">

    <div class="prompt output_prompt">Out[3]:</div>


<div class="output_html rendered_html output_subarea output_execute_result">
<div>
<style scoped>
    .dataframe tbody tr th:only-of-type {
        vertical-align: middle;
    }

    .dataframe tbody tr th {
        vertical-align: top;
    }

    .dataframe thead th {
        text-align: right;
    }
</style>
<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>age</th>
      <th>job</th>
      <th>marital</th>
      <th>education</th>
      <th>default</th>
      <th>balance</th>
      <th>housing</th>
      <th>loan</th>
      <th>contact</th>
      <th>day</th>
      <th>month</th>
      <th>duration</th>
      <th>campaign</th>
      <th>pdays</th>
      <th>previous</th>
      <th>poutcome</th>
      <th>y</th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>0</th>
      <td>58</td>
      <td>4</td>
      <td>1</td>
      <td>2</td>
      <td>0</td>
      <td>2143</td>
      <td>1</td>
      <td>0</td>
      <td>2</td>
      <td>5</td>
      <td>8</td>
      <td>261</td>
      <td>1</td>
      <td>-1</td>
      <td>0</td>
      <td>3</td>
      <td>0</td>
    </tr>
    <tr>
      <th>1</th>
      <td>44</td>
      <td>9</td>
      <td>2</td>
      <td>1</td>
      <td>0</td>
      <td>29</td>
      <td>1</td>
      <td>0</td>
      <td>2</td>
      <td>5</td>
      <td>8</td>
      <td>151</td>
      <td>1</td>
      <td>-1</td>
      <td>0</td>
      <td>3</td>
      <td>0</td>
    </tr>
    <tr>
      <th>2</th>
      <td>33</td>
      <td>2</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>2</td>
      <td>1</td>
      <td>1</td>
      <td>2</td>
      <td>5</td>
      <td>8</td>
      <td>76</td>
      <td>1</td>
      <td>-1</td>
      <td>0</td>
      <td>3</td>
      <td>0</td>
    </tr>
    <tr>
      <th>3</th>
      <td>47</td>
      <td>1</td>
      <td>1</td>
      <td>3</td>
      <td>0</td>
      <td>1506</td>
      <td>1</td>
      <td>0</td>
      <td>2</td>
      <td>5</td>
      <td>8</td>
      <td>92</td>
      <td>1</td>
      <td>-1</td>
      <td>0</td>
      <td>3</td>
      <td>0</td>
    </tr>
    <tr>
      <th>4</th>
      <td>33</td>
      <td>11</td>
      <td>2</td>
      <td>3</td>
      <td>0</td>
      <td>1</td>
      <td>0</td>
      <td>0</td>
      <td>2</td>
      <td>5</td>
      <td>8</td>
      <td>198</td>
      <td>1</td>
      <td>-1</td>
      <td>0</td>
      <td>3</td>
      <td>0</td>
    </tr>
    <tr>
      <th>...</th>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
    </tr>
    <tr>
      <th>45206</th>
      <td>51</td>
      <td>9</td>
      <td>1</td>
      <td>2</td>
      <td>0</td>
      <td>825</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>17</td>
      <td>9</td>
      <td>977</td>
      <td>3</td>
      <td>-1</td>
      <td>0</td>
      <td>3</td>
      <td>1</td>
    </tr>
    <tr>
      <th>45207</th>
      <td>71</td>
      <td>5</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>1729</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>17</td>
      <td>9</td>
      <td>456</td>
      <td>2</td>
      <td>-1</td>
      <td>0</td>
      <td>3</td>
      <td>1</td>
    </tr>
    <tr>
      <th>45208</th>
      <td>72</td>
      <td>5</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>5715</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>17</td>
      <td>9</td>
      <td>1127</td>
      <td>5</td>
      <td>184</td>
      <td>3</td>
      <td>2</td>
      <td>1</td>
    </tr>
    <tr>
      <th>45209</th>
      <td>57</td>
      <td>1</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>668</td>
      <td>0</td>
      <td>0</td>
      <td>1</td>
      <td>17</td>
      <td>9</td>
      <td>508</td>
      <td>4</td>
      <td>-1</td>
      <td>0</td>
      <td>3</td>
      <td>0</td>
    </tr>
    <tr>
      <th>45210</th>
      <td>37</td>
      <td>2</td>
      <td>1</td>
      <td>1</td>
      <td>0</td>
      <td>2971</td>
      <td>0</td>
      <td>0</td>
      <td>0</td>
      <td>17</td>
      <td>9</td>
      <td>361</td>
      <td>2</td>
      <td>188</td>
      <td>11</td>
      <td>1</td>
      <td>0</td>
    </tr>
  </tbody>
</table>
<p>45211 rows × 17 columns</p>
</div>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h1 id="normalize">normalize<a class="anchor-link" href="#normalize">&#182;</a></h1>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<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="kn">from</span> <span class="nn">sklearn</span> <span class="kn">import</span> <span class="n">preprocessing</span>
<span class="n">Data_lable</span><span class="o">=</span><span class="n">data_pd</span><span class="o">.</span><span class="n">iloc</span><span class="p">[:,</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span>
<span class="n">Data_main</span><span class="o">=</span><span class="n">data_pd</span><span class="o">.</span><span class="n">iloc</span><span class="p">[:,:</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span>
<span class="kn">from</span> <span class="nn">sklearn.preprocessing</span> <span class="kn">import</span> <span class="n">MinMaxScaler</span>
<span class="n">scaler</span> <span class="o">=</span> <span class="n">MinMaxScaler</span><span class="p">()</span>
<span class="n">scaler</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">Data_main</span><span class="p">)</span>
<span class="n">Data_main</span><span class="o">=</span><span class="n">scaler</span><span class="o">.</span><span class="n">transform</span><span class="p">(</span><span class="n">Data_main</span><span class="p">)</span>
<span class="nb">print</span><span class="p">(</span><span class="n">Data_main</span><span class="p">)</span>
</pre></div>

    </div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

    <div class="prompt"></div>


<div class="output_subarea output_stream output_stdout output_text">
<pre>[[0.51948052 0.36363636 0.5        ... 0.         0.         1.        ]
 [0.33766234 0.81818182 1.         ... 0.         0.         1.        ]
 [0.19480519 0.18181818 0.5        ... 0.         0.         1.        ]
 ...
 [0.7012987  0.45454545 0.5        ... 0.21215596 0.01090909 0.66666667]
 [0.50649351 0.09090909 0.5        ... 0.         0.         1.        ]
 [0.24675325 0.18181818 0.5        ... 0.21674312 0.04       0.33333333]]
</pre>
</div>
</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h1 id="'DT','KNN','NB','MLP','LR'">'DT','KNN','NB','MLP','LR'<a class="anchor-link" href="#'DT','KNN','NB','MLP','LR'">&#182;</a></h1>
</div>
</div>
</div>
<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="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">os</span>
<span class="kn">from</span> <span class="nn">pytictoc</span> <span class="kn">import</span> <span class="n">TicToc</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">from</span> <span class="nn">sklearn.metrics</span> <span class="kn">import</span> <span class="n">classification_report</span><span class="p">,</span> <span class="n">confusion_matrix</span>
<span class="kn">from</span> <span class="nn">sklearn.metrics</span> <span class="kn">import</span> <span class="n">accuracy_score</span>
<span class="kn">from</span> <span class="nn">sklearn.neighbors</span> <span class="kn">import</span> <span class="n">KNeighborsClassifier</span>
<span class="kn">from</span> <span class="nn">sklearn.tree</span> <span class="kn">import</span> <span class="n">DecisionTreeClassifier</span>
<span class="kn">from</span> <span class="nn">sklearn.naive_bayes</span> <span class="kn">import</span> <span class="n">BernoulliNB</span>
<span class="kn">from</span> <span class="nn">sklearn.linear_model</span> <span class="kn">import</span> <span class="n">LogisticRegression</span>
<span class="kn">from</span> <span class="nn">sklearn.neural_network</span> <span class="kn">import</span> <span class="n">MLPClassifier</span>


<span class="k">def</span> <span class="nf">run_all_algorithm</span><span class="p">(</span><span class="n">Train_data</span><span class="p">,</span><span class="n">Test_data</span><span class="p">,</span><span class="n">Train_lable</span><span class="p">,</span><span class="n">Test_lable</span><span class="p">,</span><span class="n">str_out</span><span class="p">):</span>
    
        
    <span class="nb">print</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">shape</span><span class="p">(</span><span class="n">Test_data</span><span class="p">))</span>
    <span class="nb">print</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">shape</span><span class="p">(</span><span class="n">Train_data</span><span class="p">))</span>
    <span class="nb">print</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">shape</span><span class="p">(</span><span class="n">Train_lable</span><span class="p">))</span>
    <span class="nb">print</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">shape</span><span class="p">(</span><span class="n">Test_lable</span><span class="p">))</span>
    
    <span class="n">algorithms_name</span><span class="o">=</span><span class="p">[</span><span class="s1">&#39;DT&#39;</span><span class="p">,</span><span class="s1">&#39;KNN&#39;</span><span class="p">,</span><span class="s1">&#39;NB&#39;</span><span class="p">,</span><span class="s1">&#39;MLP&#39;</span><span class="p">,</span><span class="s1">&#39;LR&#39;</span><span class="p">]</span>
    <span class="n">alg_num</span><span class="o">=</span><span class="nb">len</span><span class="p">(</span><span class="n">algorithms_name</span><span class="p">)</span>
    <span class="n">accuracy_array</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">alg_num</span><span class="p">)</span>
    <span class="n">precision_array</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">alg_num</span><span class="p">)</span>
    <span class="n">recall_array</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">alg_num</span><span class="p">)</span>
    <span class="n">f1_score_array</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">alg_num</span><span class="p">)</span>
    <span class="n">time_array</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">alg_num</span><span class="p">)</span>

    <span class="n">t</span> <span class="o">=</span> <span class="n">TicToc</span><span class="p">()</span>
          

    <span class="nb">print</span><span class="p">(</span><span class="s1">&#39;---------------------DT---------------------&#39;</span><span class="p">)</span>
    <span class="n">K</span><span class="o">=</span><span class="mi">0</span><span class="p">;</span>
    <span class="n">t</span><span class="o">.</span><span class="n">tic</span><span class="p">()</span> <span class="c1">#Start timer</span>
    <span class="n">classifier_DT</span> <span class="o">=</span> <span class="n">DecisionTreeClassifier</span><span class="p">(</span><span class="n">max_depth</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span><span class="n">random_state</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
    <span class="n">classifier_DT</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">Train_data</span><span class="p">,</span> <span class="n">Train_lable</span><span class="p">)</span>
    <span class="n">Test_predict</span> <span class="o">=</span> <span class="n">classifier_DT</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">Test_data</span><span class="p">)</span>
    <span class="n">Con_matrix</span><span class="o">=</span><span class="n">confusion_matrix</span><span class="p">(</span><span class="n">Test_lable</span><span class="p">,</span> <span class="n">Test_predict</span><span class="p">)</span>
    <span class="n">TimeDT</span><span class="o">=</span><span class="n">t</span><span class="o">.</span><span class="n">tocvalue</span><span class="p">()</span> <span class="c1">#Time elapsed since t.tic()</span>
    <span class="n">classfi_report</span><span class="o">=</span><span class="n">classification_report</span><span class="p">(</span><span class="n">Test_lable</span><span class="p">,</span> <span class="n">Test_predict</span><span class="p">,</span><span class="n">output_dict</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
    
    <span class="c1"># save to array</span>
    <span class="n">accuracy_array</span><span class="p">[</span><span class="n">K</span><span class="p">]</span><span class="o">=</span><span class="n">accuracy_score</span><span class="p">(</span><span class="n">Test_lable</span><span class="p">,</span> <span class="n">Test_predict</span><span class="p">)</span>
    <span class="n">precision_array</span><span class="p">[</span><span class="n">K</span><span class="p">]</span><span class="o">=</span> <span class="n">classfi_report</span><span class="p">[</span><span class="s1">&#39;macro avg&#39;</span><span class="p">][</span><span class="s1">&#39;precision&#39;</span><span class="p">]</span> 
    <span class="n">recall_array</span><span class="p">[</span><span class="n">K</span><span class="p">]</span><span class="o">=</span> <span class="n">classfi_report</span><span class="p">[</span><span class="s1">&#39;macro avg&#39;</span><span class="p">][</span><span class="s1">&#39;recall&#39;</span><span class="p">]</span>    
    <span class="n">f1_score_array</span><span class="p">[</span><span class="n">K</span><span class="p">]</span><span class="o">=</span> <span class="n">classfi_report</span><span class="p">[</span><span class="s1">&#39;macro avg&#39;</span><span class="p">][</span><span class="s1">&#39;f1-score&#39;</span><span class="p">]</span>
    <span class="n">time_array</span><span class="p">[</span><span class="n">K</span><span class="p">]</span><span class="o">=</span><span class="n">TimeDT</span>
    
    
    <span class="nb">print</span><span class="p">(</span><span class="s1">&#39;--------------NB----------------&#39;</span><span class="p">)</span>
    <span class="n">K</span><span class="o">+=</span><span class="mi">1</span><span class="p">;</span>
    <span class="n">t</span><span class="o">.</span><span class="n">tic</span><span class="p">()</span> <span class="c1">#Start timer</span>
    <span class="n">classifier</span> <span class="o">=</span> <span class="n">BernoulliNB</span><span class="p">()</span>
    <span class="n">classifier</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">Train_data</span><span class="p">,</span> <span class="n">Train_lable</span><span class="p">)</span>
    <span class="n">Test_predict</span> <span class="o">=</span> <span class="n">classifier</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">Test_data</span><span class="p">)</span>
    <span class="n">TimeNB</span><span class="o">=</span><span class="n">t</span><span class="o">.</span><span class="n">tocvalue</span><span class="p">()</span> <span class="c1">#Time elapsed since t.tic()</span>
    <span class="n">Con_matrix</span><span class="o">=</span><span class="n">confusion_matrix</span><span class="p">(</span><span class="n">Test_lable</span><span class="p">,</span> <span class="n">Test_predict</span><span class="p">)</span>
    <span class="n">classfi_report</span><span class="o">=</span><span class="n">classification_report</span><span class="p">(</span><span class="n">Test_lable</span><span class="p">,</span> <span class="n">Test_predict</span><span class="p">,</span><span class="n">output_dict</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
    
    
    <span class="c1"># save to array</span>
    <span class="n">accuracy_array</span><span class="p">[</span><span class="n">K</span><span class="p">]</span><span class="o">=</span><span class="n">accuracy_score</span><span class="p">(</span><span class="n">Test_lable</span><span class="p">,</span> <span class="n">Test_predict</span><span class="p">)</span>
    <span class="n">precision_array</span><span class="p">[</span><span class="n">K</span><span class="p">]</span><span class="o">=</span> <span class="n">classfi_report</span><span class="p">[</span><span class="s1">&#39;macro avg&#39;</span><span class="p">][</span><span class="s1">&#39;precision&#39;</span><span class="p">]</span> 
    <span class="n">recall_array</span><span class="p">[</span><span class="n">K</span><span class="p">]</span><span class="o">=</span> <span class="n">classfi_report</span><span class="p">[</span><span class="s1">&#39;macro avg&#39;</span><span class="p">][</span><span class="s1">&#39;recall&#39;</span><span class="p">]</span>    
    <span class="n">f1_score_array</span><span class="p">[</span><span class="n">K</span><span class="p">]</span><span class="o">=</span> <span class="n">classfi_report</span><span class="p">[</span><span class="s1">&#39;macro avg&#39;</span><span class="p">][</span><span class="s1">&#39;f1-score&#39;</span><span class="p">]</span>
    <span class="n">time_array</span><span class="p">[</span><span class="n">K</span><span class="p">]</span><span class="o">=</span><span class="n">TimeNB</span>
    <span class="nb">print</span><span class="p">(</span><span class="s1">&#39;---------------------KNN---------------------&#39;</span><span class="p">)</span>
    <span class="n">K</span><span class="o">+=</span><span class="mi">1</span><span class="p">;</span>
    <span class="n">t</span><span class="o">.</span><span class="n">tic</span><span class="p">()</span> <span class="c1">#Start timer</span>
    <span class="n">classifier</span><span class="o">=</span><span class="n">KNeighborsClassifier</span><span class="p">(</span><span class="n">n_neighbors</span><span class="o">=</span><span class="mi">100</span><span class="p">)</span>
    <span class="n">classifier</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">Train_data</span><span class="p">,</span> <span class="n">Train_lable</span><span class="p">)</span>
    <span class="n">Test_predict</span> <span class="o">=</span> <span class="n">classifier</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">Test_data</span><span class="p">)</span>
    <span class="n">TimeKNN</span><span class="o">=</span><span class="n">t</span><span class="o">.</span><span class="n">tocvalue</span><span class="p">()</span> <span class="c1">#Time elapsed since t.tic()</span>
    <span class="n">Con_matrix</span><span class="o">=</span><span class="n">confusion_matrix</span><span class="p">(</span><span class="n">Test_lable</span><span class="p">,</span> <span class="n">Test_predict</span><span class="p">)</span>
    <span class="n">classfi_report</span><span class="o">=</span><span class="n">classification_report</span><span class="p">(</span><span class="n">Test_lable</span><span class="p">,</span> <span class="n">Test_predict</span><span class="p">,</span><span class="n">output_dict</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
    
    <span class="c1"># save to array</span>
    <span class="n">accuracy_array</span><span class="p">[</span><span class="n">K</span><span class="p">]</span><span class="o">=</span><span class="n">accuracy_score</span><span class="p">(</span><span class="n">Test_lable</span><span class="p">,</span> <span class="n">Test_predict</span><span class="p">)</span>
    <span class="n">precision_array</span><span class="p">[</span><span class="n">K</span><span class="p">]</span><span class="o">=</span> <span class="n">classfi_report</span><span class="p">[</span><span class="s1">&#39;macro avg&#39;</span><span class="p">][</span><span class="s1">&#39;precision&#39;</span><span class="p">]</span> 
    <span class="n">recall_array</span><span class="p">[</span><span class="n">K</span><span class="p">]</span><span class="o">=</span> <span class="n">classfi_report</span><span class="p">[</span><span class="s1">&#39;macro avg&#39;</span><span class="p">][</span><span class="s1">&#39;recall&#39;</span><span class="p">]</span>    
    <span class="n">f1_score_array</span><span class="p">[</span><span class="n">K</span><span class="p">]</span><span class="o">=</span> <span class="n">classfi_report</span><span class="p">[</span><span class="s1">&#39;macro avg&#39;</span><span class="p">][</span><span class="s1">&#39;f1-score&#39;</span><span class="p">]</span>
    <span class="n">time_array</span><span class="p">[</span><span class="n">K</span><span class="p">]</span><span class="o">=</span><span class="n">TimeKNN</span>
    
    
    <span class="nb">print</span><span class="p">(</span><span class="s1">&#39;---------------------MLP---------------------&#39;</span><span class="p">)</span>
    <span class="n">K</span><span class="o">+=</span><span class="mi">1</span><span class="p">;</span>
    <span class="n">t</span><span class="o">.</span><span class="n">tic</span><span class="p">()</span> <span class="c1">#Start timer</span>
    <span class="n">classifier</span><span class="o">=</span><span class="n">MLPClassifier</span><span class="p">(</span> <span class="n">solver</span><span class="o">=</span><span class="s1">&#39;adam&#39;</span><span class="p">,</span> <span class="n">random_state</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span><span class="n">hidden_layer_sizes</span><span class="o">=</span><span class="p">[</span><span class="mi">15</span><span class="p">,</span><span class="mi">5</span><span class="p">],</span> <span class="n">max_iter</span><span class="o">=</span><span class="mi">200</span><span class="p">)</span>
    <span class="n">classifier</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">Train_data</span><span class="p">,</span> <span class="n">Train_lable</span><span class="p">)</span>
    <span class="n">Test_predict</span> <span class="o">=</span> <span class="n">classifier</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">Test_data</span><span class="p">)</span>
    <span class="n">TimeMLP</span><span class="o">=</span><span class="n">t</span><span class="o">.</span><span class="n">tocvalue</span><span class="p">()</span> <span class="c1">#Time elapsed since t.tic()</span>
    <span class="n">Con_matrix</span><span class="o">=</span><span class="n">confusion_matrix</span><span class="p">(</span><span class="n">Test_lable</span><span class="p">,</span> <span class="n">Test_predict</span><span class="p">)</span>
    <span class="n">classfi_report</span><span class="o">=</span><span class="n">classification_report</span><span class="p">(</span><span class="n">Test_lable</span><span class="p">,</span> <span class="n">Test_predict</span><span class="p">,</span><span class="n">output_dict</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
    
    <span class="c1"># save to array</span>
    <span class="n">accuracy_array</span><span class="p">[</span><span class="n">K</span><span class="p">]</span><span class="o">=</span><span class="n">accuracy_score</span><span class="p">(</span><span class="n">Test_lable</span><span class="p">,</span> <span class="n">Test_predict</span><span class="p">)</span>
    <span class="n">precision_array</span><span class="p">[</span><span class="n">K</span><span class="p">]</span><span class="o">=</span> <span class="n">classfi_report</span><span class="p">[</span><span class="s1">&#39;macro avg&#39;</span><span class="p">][</span><span class="s1">&#39;precision&#39;</span><span class="p">]</span> 
    <span class="n">recall_array</span><span class="p">[</span><span class="n">K</span><span class="p">]</span><span class="o">=</span> <span class="n">classfi_report</span><span class="p">[</span><span class="s1">&#39;macro avg&#39;</span><span class="p">][</span><span class="s1">&#39;recall&#39;</span><span class="p">]</span>    
    <span class="n">f1_score_array</span><span class="p">[</span><span class="n">K</span><span class="p">]</span><span class="o">=</span> <span class="n">classfi_report</span><span class="p">[</span><span class="s1">&#39;macro avg&#39;</span><span class="p">][</span><span class="s1">&#39;f1-score&#39;</span><span class="p">]</span>
    <span class="n">time_array</span><span class="p">[</span><span class="n">K</span><span class="p">]</span><span class="o">=</span><span class="n">TimeMLP</span>
    
    
    <span class="nb">print</span><span class="p">(</span><span class="s1">&#39;---------------------LogisticRegression---------------------&#39;</span><span class="p">)</span>
    <span class="n">K</span><span class="o">+=</span><span class="mi">1</span><span class="p">;</span>
    <span class="n">t</span><span class="o">.</span><span class="n">tic</span><span class="p">()</span> <span class="c1">#Start timer</span>
    <span class="n">classifier</span><span class="o">=</span><span class="n">LogisticRegression</span><span class="p">()</span>
    <span class="n">classifier</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">Train_data</span><span class="p">,</span> <span class="n">Train_lable</span><span class="p">)</span>
    <span class="n">Test_predict</span> <span class="o">=</span> <span class="n">classifier</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">Test_data</span><span class="p">)</span>
    <span class="n">TimeLR</span><span class="o">=</span><span class="n">t</span><span class="o">.</span><span class="n">tocvalue</span><span class="p">()</span> <span class="c1">#Time elapsed since t.tic()</span>
    <span class="n">Con_matrix</span><span class="o">=</span><span class="n">confusion_matrix</span><span class="p">(</span><span class="n">Test_lable</span><span class="p">,</span> <span class="n">Test_predict</span><span class="p">)</span>
    <span class="n">classfi_report</span><span class="o">=</span><span class="n">classification_report</span><span class="p">(</span><span class="n">Test_lable</span><span class="p">,</span> <span class="n">Test_predict</span><span class="p">,</span><span class="n">output_dict</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
    
    <span class="c1"># save to array</span>
    <span class="n">accuracy_array</span><span class="p">[</span><span class="n">K</span><span class="p">]</span><span class="o">=</span><span class="n">accuracy_score</span><span class="p">(</span><span class="n">Test_lable</span><span class="p">,</span> <span class="n">Test_predict</span><span class="p">)</span>
    <span class="n">precision_array</span><span class="p">[</span><span class="n">K</span><span class="p">]</span><span class="o">=</span> <span class="n">classfi_report</span><span class="p">[</span><span class="s1">&#39;macro avg&#39;</span><span class="p">][</span><span class="s1">&#39;precision&#39;</span><span class="p">]</span> 
    <span class="n">recall_array</span><span class="p">[</span><span class="n">K</span><span class="p">]</span><span class="o">=</span> <span class="n">classfi_report</span><span class="p">[</span><span class="s1">&#39;macro avg&#39;</span><span class="p">][</span><span class="s1">&#39;recall&#39;</span><span class="p">]</span>    
    <span class="n">f1_score_array</span><span class="p">[</span><span class="n">K</span><span class="p">]</span><span class="o">=</span> <span class="n">classfi_report</span><span class="p">[</span><span class="s1">&#39;macro avg&#39;</span><span class="p">][</span><span class="s1">&#39;f1-score&#39;</span><span class="p">]</span>
    <span class="n">time_array</span><span class="p">[</span><span class="n">K</span><span class="p">]</span><span class="o">=</span><span class="n">TimeLR</span>
    
    
    <span class="n">H</span><span class="o">=</span><span class="mi">6</span>
    <span class="n">L</span><span class="o">=</span><span class="mi">8</span>
    
    
    <span class="nb">print</span><span class="p">(</span><span class="s1">&#39;--------------------result--------------------------&#39;</span><span class="p">)</span>
    <span class="n">fig1</span><span class="o">=</span><span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="n">H</span><span class="p">,</span> <span class="n">L</span><span class="p">))</span> <span class="c1">#  </span>
    <span class="n">plt</span><span class="o">.</span><span class="n">bar</span><span class="p">(</span><span class="n">algorithms_name</span><span class="p">,</span> <span class="n">accuracy_array</span><span class="p">,</span><span class="n">color</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;red&#39;</span><span class="p">,</span> <span class="s1">&#39;green&#39;</span><span class="p">])</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">(</span><span class="n">algorithms_name</span><span class="p">,</span> <span class="n">rotation</span><span class="o">=</span><span class="mi">70</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;percent%&#39;</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;Accuracy of all Algorithm&#39;</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Algoritm names&quot;</span><span class="p">)</span>
    <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">accuracy_array</span><span class="p">):</span>
        <span class="n">v</span><span class="o">=</span><span class="nb">round</span><span class="p">(</span><span class="n">v</span><span class="p">,</span><span class="mi">2</span><span class="p">)</span>
        <span class="n">plt</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="n">i</span><span class="o">-</span><span class="mf">0.2</span> <span class="p">,</span> <span class="n">v</span><span class="o">+</span><span class="mf">0.01</span> <span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">v</span><span class="p">),</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;blue&#39;</span><span class="p">,</span> <span class="n">fontweight</span><span class="o">=</span><span class="s1">&#39;bold&#39;</span><span class="p">)</span>
    <span class="n">fig1</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">str_out</span><span class="o">+</span><span class="s1">&#39; accuracy.png&#39;</span><span class="p">),</span> <span class="n">dpi</span><span class="o">=</span><span class="mi">300</span><span class="p">,</span> <span class="nb">format</span><span class="o">=</span><span class="s1">&#39;png&#39;</span><span class="p">,</span> <span class="n">bbox_inches</span><span class="o">=</span><span class="s1">&#39;tight&#39;</span><span class="p">)</span> <span class="c1"># use format=&#39;svg&#39; or &#39;pdf&#39; for vectorial pictures</span>
    
     
    <span class="n">fig2</span><span class="o">=</span><span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="n">H</span><span class="p">,</span> <span class="n">L</span><span class="p">))</span> <span class="c1">#  </span>
    <span class="n">plt</span><span class="o">.</span><span class="n">bar</span><span class="p">(</span><span class="n">algorithms_name</span><span class="p">,</span> <span class="n">precision_array</span><span class="p">,</span><span class="n">color</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;red&#39;</span><span class="p">,</span> <span class="s1">&#39;green&#39;</span><span class="p">])</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">(</span><span class="n">algorithms_name</span><span class="p">,</span> <span class="n">rotation</span><span class="o">=</span><span class="mi">70</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;percent%&#39;</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;Precision of all Algorithm&#39;</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Algoritm names&quot;</span><span class="p">)</span>
    <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">precision_array</span><span class="p">):</span>
        <span class="n">v</span><span class="o">=</span><span class="nb">round</span><span class="p">(</span><span class="n">v</span><span class="p">,</span><span class="mi">2</span><span class="p">)</span>
        <span class="n">plt</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="n">i</span><span class="o">-</span><span class="mf">0.2</span> <span class="p">,</span> <span class="n">v</span><span class="o">+</span><span class="mf">0.01</span> <span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">v</span><span class="p">),</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;blue&#39;</span><span class="p">,</span> <span class="n">fontweight</span><span class="o">=</span><span class="s1">&#39;bold&#39;</span><span class="p">)</span>
    <span class="n">fig2</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">str_out</span><span class="o">+</span><span class="s1">&#39; precision.png&#39;</span><span class="p">),</span> <span class="n">dpi</span><span class="o">=</span><span class="mi">300</span><span class="p">,</span> <span class="nb">format</span><span class="o">=</span><span class="s1">&#39;png&#39;</span><span class="p">,</span> <span class="n">bbox_inches</span><span class="o">=</span><span class="s1">&#39;tight&#39;</span><span class="p">)</span> <span class="c1"># use format=&#39;svg&#39; or &#39;pdf&#39; for vectorial pictures</span>
    
    
    <span class="n">fig3</span><span class="o">=</span><span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="n">H</span><span class="p">,</span> <span class="n">L</span><span class="p">))</span> <span class="c1">#  </span>
    <span class="n">plt</span><span class="o">.</span><span class="n">bar</span><span class="p">(</span><span class="n">algorithms_name</span><span class="p">,</span> <span class="n">recall_array</span><span class="p">,</span><span class="n">color</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;red&#39;</span><span class="p">,</span> <span class="s1">&#39;green&#39;</span><span class="p">])</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">(</span><span class="n">algorithms_name</span><span class="p">,</span> <span class="n">rotation</span><span class="o">=</span><span class="mi">70</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;percent%&#39;</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;Recallof all Algorithm&#39;</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Algoritm names&quot;</span><span class="p">)</span>
    <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">recall_array</span><span class="p">):</span>
        <span class="n">v</span><span class="o">=</span><span class="nb">round</span><span class="p">(</span><span class="n">v</span><span class="p">,</span><span class="mi">2</span><span class="p">)</span>
        <span class="n">plt</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="n">i</span><span class="o">-</span><span class="mf">0.2</span> <span class="p">,</span> <span class="n">v</span><span class="o">+</span><span class="mf">0.01</span> <span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">v</span><span class="p">),</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;blue&#39;</span><span class="p">,</span> <span class="n">fontweight</span><span class="o">=</span><span class="s1">&#39;bold&#39;</span><span class="p">)</span>
    <span class="n">fig3</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">str_out</span><span class="o">+</span><span class="s1">&#39; recall.png&#39;</span><span class="p">),</span> <span class="n">dpi</span><span class="o">=</span><span class="mi">300</span><span class="p">,</span> <span class="nb">format</span><span class="o">=</span><span class="s1">&#39;png&#39;</span><span class="p">,</span> <span class="n">bbox_inches</span><span class="o">=</span><span class="s1">&#39;tight&#39;</span><span class="p">)</span> <span class="c1"># use format=&#39;svg&#39; or &#39;pdf&#39; for vectorial pictures</span>
    
    
    <span class="n">fig4</span><span class="o">=</span><span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="n">H</span><span class="p">,</span> <span class="n">L</span><span class="p">))</span> <span class="c1">#  </span>
    <span class="n">plt</span><span class="o">.</span><span class="n">bar</span><span class="p">(</span><span class="n">algorithms_name</span><span class="p">,</span> <span class="n">f1_score_array</span><span class="p">,</span><span class="n">color</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;red&#39;</span><span class="p">,</span> <span class="s1">&#39;green&#39;</span><span class="p">])</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">(</span><span class="n">algorithms_name</span><span class="p">,</span> <span class="n">rotation</span><span class="o">=</span><span class="mi">70</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;percent%&#39;</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;f1-score of all Algorithm&#39;</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Algoritm names&quot;</span><span class="p">)</span>
    <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">f1_score_array</span><span class="p">):</span>
        <span class="n">v</span><span class="o">=</span><span class="nb">round</span><span class="p">(</span><span class="n">v</span><span class="p">,</span><span class="mi">2</span><span class="p">)</span>
        <span class="n">plt</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="n">i</span><span class="o">-</span><span class="mf">0.2</span> <span class="p">,</span> <span class="n">v</span><span class="o">+</span><span class="mf">0.01</span> <span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">v</span><span class="p">),</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;blue&#39;</span><span class="p">,</span> <span class="n">fontweight</span><span class="o">=</span><span class="s1">&#39;bold&#39;</span><span class="p">)</span>
    <span class="n">fig4</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">str_out</span><span class="o">+</span><span class="s1">&#39; f1_score.png&#39;</span><span class="p">),</span> <span class="n">dpi</span><span class="o">=</span><span class="mi">300</span><span class="p">,</span> <span class="nb">format</span><span class="o">=</span><span class="s1">&#39;png&#39;</span><span class="p">,</span> <span class="n">bbox_inches</span><span class="o">=</span><span class="s1">&#39;tight&#39;</span><span class="p">)</span> <span class="c1"># use format=&#39;svg&#39; or &#39;pdf&#39; for vectorial pictures</span>
    
    
    <span class="n">fig5</span><span class="o">=</span><span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="n">H</span><span class="p">,</span> <span class="n">L</span><span class="p">))</span> <span class="c1"># </span>
    <span class="n">plt</span><span class="o">.</span><span class="n">bar</span><span class="p">(</span><span class="n">algorithms_name</span><span class="p">,</span> <span class="n">time_array</span><span class="p">,</span><span class="n">color</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;blue&#39;</span><span class="p">,</span> <span class="s1">&#39;green&#39;</span><span class="p">])</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">(</span><span class="n">algorithms_name</span><span class="p">,</span> <span class="n">rotation</span><span class="o">=</span><span class="mi">70</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;time(s)&#39;</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">&#39;time of all Algorithm&#39;</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s2">&quot;Algoritm names&quot;</span><span class="p">)</span>
    <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">time_array</span><span class="p">):</span>
        <span class="n">v</span><span class="o">=</span><span class="nb">round</span><span class="p">(</span><span class="n">v</span><span class="p">,</span><span class="mi">2</span><span class="p">)</span>
        <span class="n">plt</span><span class="o">.</span><span class="n">text</span><span class="p">(</span><span class="n">i</span><span class="o">-</span><span class="mf">0.2</span> <span class="p">,</span> <span class="n">v</span><span class="o">+</span><span class="mf">0.01</span> <span class="p">,</span> <span class="nb">str</span><span class="p">(</span><span class="n">v</span><span class="p">),</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;blue&#39;</span><span class="p">,</span> <span class="n">fontweight</span><span class="o">=</span><span class="s1">&#39;bold&#39;</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">savefig</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">str_out</span><span class="o">+</span><span class="s1">&#39; time.png&#39;</span><span class="p">),</span> <span class="n">dpi</span><span class="o">=</span><span class="mi">300</span><span class="p">,</span> <span class="nb">format</span><span class="o">=</span><span class="s1">&#39;png&#39;</span><span class="p">,</span> <span class="n">bbox_inches</span><span class="o">=</span><span class="s1">&#39;tight&#39;</span><span class="p">)</span> <span class="c1"># use format=&#39;svg&#39; or &#39;pdf&#39; for vectorial pictures</span>
    <span class="n">fig5</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
    
    
    <span class="n">np</span><span class="o">.</span><span class="n">savetxt</span><span class="p">(</span><span class="n">str_out</span><span class="o">+</span><span class="s1">&#39;accuracy.csv&#39;</span><span class="p">,</span> <span class="n">accuracy_array</span><span class="p">,</span> <span class="n">delimiter</span><span class="o">=</span><span class="s1">&#39;,&#39;</span><span class="p">)</span>
    <span class="n">np</span><span class="o">.</span><span class="n">savetxt</span><span class="p">(</span><span class="n">str_out</span><span class="o">+</span><span class="s1">&#39; precision_array.csv&#39;</span><span class="p">,</span> <span class="n">precision_array</span><span class="p">,</span> <span class="n">delimiter</span><span class="o">=</span><span class="s1">&#39;,&#39;</span><span class="p">)</span>
    <span class="n">np</span><span class="o">.</span><span class="n">savetxt</span><span class="p">(</span><span class="n">str_out</span><span class="o">+</span><span class="s1">&#39;recall_array.csv&#39;</span><span class="p">,</span> <span class="n">recall_array</span><span class="p">,</span> <span class="n">delimiter</span><span class="o">=</span><span class="s1">&#39;,&#39;</span><span class="p">)</span>
    <span class="n">np</span><span class="o">.</span><span class="n">savetxt</span><span class="p">(</span><span class="n">str_out</span><span class="o">+</span><span class="s1">&#39; time_array.csv&#39;</span><span class="p">,</span> <span class="n">time_array</span><span class="p">,</span> <span class="n">delimiter</span><span class="o">=</span><span class="s1">&#39;,&#39;</span><span class="p">)</span>
    <span class="n">np</span><span class="o">.</span><span class="n">savetxt</span><span class="p">(</span><span class="n">str_out</span><span class="o">+</span><span class="s1">&#39; f1-score.csv&#39;</span><span class="p">,</span> <span class="n">f1_score_array</span><span class="p">,</span> <span class="n">delimiter</span><span class="o">=</span><span class="s1">&#39;,&#39;</span><span class="p">)</span>
</pre></div>

    </div>
</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered"><div class="prompt input_prompt">
</div><div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h1 id="train_test_split">train_test_split<a class="anchor-link" href="#train_test_split">&#182;</a></h1>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[6]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">sklearn.model_selection</span> <span class="kn">import</span> <span class="n">train_test_split</span>
<span class="n">Train_data</span><span class="p">,</span> <span class="n">Test_data</span><span class="p">,</span> <span class="n">Train_lable</span><span class="p">,</span> <span class="n">Test_lable</span> <span class="o">=</span> <span class="n">train_test_split</span><span class="p">(</span><span class="n">Data_main</span><span class="p">,</span> <span class="n">Data_lable</span><span class="p">,</span> <span class="n">test_size</span><span class="o">=</span><span class="mf">0.20</span><span class="p">)</span>
<span class="n">run_all_algorithm</span><span class="p">(</span><span class="n">Train_data</span><span class="p">,</span> <span class="n">Test_data</span><span class="p">,</span> <span class="n">Train_lable</span><span class="p">,</span> <span class="n">Test_lable</span> <span class="p">,</span><span class="s2">&quot;&quot;</span><span class="p">)</span>
</pre></div>

    </div>
</div>
</div>

<div class="output_wrapper">
<div class="output">


<div class="output_area">

    <div class="prompt"></div>


<div class="output_subarea output_stream output_stdout output_text">
<pre>(9043, 16)
(36168, 16)
(36168,)
(9043,)
---------------------DT---------------------
--------------NB----------------
---------------------KNN---------------------
---------------------MLP---------------------
---------------------LogisticRegression---------------------
--------------------result--------------------------
</pre>
</div>
</div>

<div class="output_area">

    <div class="prompt"></div>


<div class="output_subarea output_stream output_stderr output_text">
<pre>&lt;ipython-input-5-1f9a66e710f1&gt;:142: UserWarning: Matplotlib is currently using module://ipykernel.pylab.backend_inline, which is a non-GUI backend, so cannot show the figure.
  fig1.show()
&lt;ipython-input-5-1f9a66e710f1&gt;:155: UserWarning: Matplotlib is currently using module://ipykernel.pylab.backend_inline, which is a non-GUI backend, so cannot show the figure.
  fig2.show()
&lt;ipython-input-5-1f9a66e710f1&gt;:170: UserWarning: Matplotlib is currently using module://ipykernel.pylab.backend_inline, which is a non-GUI backend, so cannot show the figure.
  fig3.show()
&lt;ipython-input-5-1f9a66e710f1&gt;:184: UserWarning: Matplotlib is currently using module://ipykernel.pylab.backend_inline, which is a non-GUI backend, so cannot show the figure.
  fig4.show()
&lt;ipython-input-5-1f9a66e710f1&gt;:199: UserWarning: Matplotlib is currently using module://ipykernel.pylab.backend_inline, which is a non-GUI backend, so cannot show the figure.
  fig5.show()
</pre>
</div>
</div>

<div class="output_area">

    <div class="prompt"></div>


<div class="output_png output_subarea ">
<img src="data:image/png;base64,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
"
>
</div>

</div>

<div class="output_area">

    <div class="prompt"></div>


<div class="output_png output_subarea ">
<img src="data:image/png;base64,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
"
>
</div>

</div>

<div class="output_area">

    <div class="prompt"></div>


<div class="output_png output_subarea ">
<img src="data:image/png;base64,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
"
>
</div>

</div>

<div class="output_area">

    <div class="prompt"></div>


<div class="output_png output_subarea ">
<img src="data:image/png;base64,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
"
>
</div>

</div>

<div class="output_area">

    <div class="prompt"></div>


<div class="output_png output_subarea ">
<img src="data:image/png;base64,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
"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span> 
</pre></div>

    </div>
</div>
</div>

</div>
    </div>
  </div>
</body>

 
</html>