01_precompute_features.html · multipitch-architectures

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

<title>01_precompute_features</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)
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/*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */
html {
  font-family: sans-serif;
  -ms-text-size-adjust: 100%;
  -webkit-text-size-adjust: 100%;
}
body {
  margin: 0;
}
article,
aside,
details,
figcaption,
figure,
footer,
header,
hgroup,
main,
menu,
nav,
section,
summary {
  display: block;
}
audio,
canvas,
progress,
video {
  display: inline-block;
  vertical-align: baseline;
}
audio:not([controls]) {
  display: none;
  height: 0;
}
[hidden],
template {
  display: none;
}
a {
  background-color: transparent;
}
a:active,
a:hover {
  outline: 0;
}
abbr[title] {
  border-bottom: 1px dotted;
}
b,
strong {
  font-weight: bold;
}
dfn {
  font-style: italic;
}
h1 {
  font-size: 2em;
  margin: 0.67em 0;
}
mark {
  background: #ff0;
  color: #000;
}
small {
  font-size: 80%;
}
sub,
sup {
  font-size: 75%;
  line-height: 0;
  position: relative;
  vertical-align: baseline;
}
sup {
  top: -0.5em;
}
sub {
  bottom: -0.25em;
}
img {
  border: 0;
}
svg:not(:root) {
  overflow: hidden;
}
figure {
  margin: 1em 40px;
}
hr {
  box-sizing: content-box;
  height: 0;
}
pre {
  overflow: auto;
}
code,
kbd,
pre,
samp {
  font-family: monospace, monospace;
  font-size: 1em;
}
button,
input,
optgroup,
select,
textarea {
  color: inherit;
  font: inherit;
  margin: 0;
}
button {
  overflow: visible;
}
button,
select {
  text-transform: none;
}
button,
html input[type="button"],
input[type="reset"],
input[type="submit"] {
  -webkit-appearance: button;
  cursor: pointer;
}
button[disabled],
html input[disabled] {
  cursor: default;
}
button::-moz-focus-inner,
input::-moz-focus-inner {
  border: 0;
  padding: 0;
}
input {
  line-height: normal;
}
input[type="checkbox"],
input[type="radio"] {
  box-sizing: border-box;
  padding: 0;
}
input[type="number"]::-webkit-inner-spin-button,
input[type="number"]::-webkit-outer-spin-button {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: textfield;
  box-sizing: content-box;
}
input[type="search"]::-webkit-search-cancel-button,
input[type="search"]::-webkit-search-decoration {
  -webkit-appearance: none;
}
fieldset {
  border: 1px solid #c0c0c0;
  margin: 0 2px;
  padding: 0.35em 0.625em 0.75em;
}
legend {
  border: 0;
  padding: 0;
}
textarea {
  overflow: auto;
}
optgroup {
  font-weight: bold;
}
table {
  border-collapse: collapse;
  border-spacing: 0;
}
td,
th {
  padding: 0;
}
/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */
@media print {
  *,
  *:before,
  *:after {
    background: transparent !important;
    box-shadow: none !important;
    text-shadow: none !important;
  }
  a,
  a:visited {
    text-decoration: underline;
  }
  a[href]:after {
    content: " (" attr(href) ")";
  }
  abbr[title]:after {
    content: " (" attr(title) ")";
  }
  a[href^="#"]:after,
  a[href^="javascript:"]:after {
    content: "";
  }
  pre,
  blockquote {
    border: 1px solid #999;
    page-break-inside: avoid;
  }
  thead {
    display: table-header-group;
  }
  tr,
  img {
    page-break-inside: avoid;
  }
  img {
    max-width: 100% !important;
  }
  p,
  h2,
  h3 {
    orphans: 3;
    widows: 3;
  }
  h2,
  h3 {
    page-break-after: avoid;
  }
  .navbar {
    display: none;
  }
  .btn > .caret,
  .dropup > .btn > .caret {
    border-top-color: #000 !important;
  }
  .label {
    border: 1px solid #000;
  }
  .table {
    border-collapse: collapse !important;
  }
  .table td,
  .table th {
    background-color: #fff !important;
  }
  .table-bordered th,
  .table-bordered td {
    border: 1px solid #ddd !important;
  }
}
@font-face {
  font-family: 'Glyphicons Halflings';
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot');
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot?#iefix') format('embedded-opentype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff2') format('woff2'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff') format('woff'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.ttf') format('truetype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.svg#glyphicons_halflingsregular') format('svg');
}
.glyphicon {
  position: relative;
  top: 1px;
  display: inline-block;
  font-family: 'Glyphicons Halflings';
  font-style: normal;
  font-weight: normal;
  line-height: 1;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
.glyphicon-asterisk:before {
  content: "\002a";
}
.glyphicon-plus:before {
  content: "\002b";
}
.glyphicon-euro:before,
.glyphicon-eur:before {
  content: "\20ac";
}
.glyphicon-minus:before {
  content: "\2212";
}
.glyphicon-cloud:before {
  content: "\2601";
}
.glyphicon-envelope:before {
  content: "\2709";
}
.glyphicon-pencil:before {
  content: "\270f";
}
.glyphicon-glass:before {
  content: "\e001";
}
.glyphicon-music:before {
  content: "\e002";
}
.glyphicon-search:before {
  content: "\e003";
}
.glyphicon-heart:before {
  content: "\e005";
}
.glyphicon-star:before {
  content: "\e006";
}
.glyphicon-star-empty:before {
  content: "\e007";
}
.glyphicon-user:before {
  content: "\e008";
}
.glyphicon-film:before {
  content: "\e009";
}
.glyphicon-th-large:before {
  content: "\e010";
}
.glyphicon-th:before {
  content: "\e011";
}
.glyphicon-th-list:before {
  content: "\e012";
}
.glyphicon-ok:before {
  content: "\e013";
}
.glyphicon-remove:before {
  content: "\e014";
}
.glyphicon-zoom-in:before {
  content: "\e015";
}
.glyphicon-zoom-out:before {
  content: "\e016";
}
.glyphicon-off:before {
  content: "\e017";
}
.glyphicon-signal:before {
  content: "\e018";
}
.glyphicon-cog:before {
  content: "\e019";
}
.glyphicon-trash:before {
  content: "\e020";
}
.glyphicon-home:before {
  content: "\e021";
}
.glyphicon-file:before {
  content: "\e022";
}
.glyphicon-time:before {
  content: "\e023";
}
.glyphicon-road:before {
  content: "\e024";
}
.glyphicon-download-alt:before {
  content: "\e025";
}
.glyphicon-download:before {
  content: "\e026";
}
.glyphicon-upload:before {
  content: "\e027";
}
.glyphicon-inbox:before {
  content: "\e028";
}
.glyphicon-play-circle:before {
  content: "\e029";
}
.glyphicon-repeat:before {
  content: "\e030";
}
.glyphicon-refresh:before {
  content: "\e031";
}
.glyphicon-list-alt:before {
  content: "\e032";
}
.glyphicon-lock:before {
  content: "\e033";
}
.glyphicon-flag:before {
  content: "\e034";
}
.glyphicon-headphones:before {
  content: "\e035";
}
.glyphicon-volume-off:before {
  content: "\e036";
}
.glyphicon-volume-down:before {
  content: "\e037";
}
.glyphicon-volume-up:before {
  content: "\e038";
}
.glyphicon-qrcode:before {
  content: "\e039";
}
.glyphicon-barcode:before {
  content: "\e040";
}
.glyphicon-tag:before {
  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">
    pre { line-height: 125%; }
td.linenos pre { color: #000000; background-color: #f0f0f0; padding-left: 5px; padding-right: 5px; }
span.linenos { color: #000000; background-color: #f0f0f0; padding-left: 5px; padding-right: 5px; }
td.linenos pre.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
.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 text_cell rendered"><div class="prompt input_prompt">
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<h2 id="Precompute-Features">Precompute Features<a class="anchor-link" href="#Precompute-Features">&#182;</a></h2><p>This notebook shows how to compute an initial feature representation (Harmonic Constant-Q Transform or HCQT) from an audio file and how to convert multi-pitch annotations from a csv list of note events to an output representation for training multi-pitch estimators.</p>
<p>&copy; Christof Weiss and Geoffroy Peeters, Télécom Paris 2022</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">os</span>
<span class="kn">import</span> <span class="nn">sys</span>
<span class="n">basepath</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">abspath</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">dirname</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">dirname</span><span class="p">(</span><span class="s1">&#39;.&#39;</span><span class="p">)))</span>
<span class="n">sys</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">basepath</span><span class="p">)</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span><span class="o">,</span> <span class="nn">os</span><span class="o">,</span> <span class="nn">scipy</span><span class="o">,</span> <span class="nn">scipy.spatial</span><span class="o">,</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span><span class="o">,</span> <span class="nn">IPython.display</span> <span class="k">as</span> <span class="nn">ipd</span>
<span class="kn">from</span> <span class="nn">numba</span> <span class="kn">import</span> <span class="n">jit</span>
<span class="kn">import</span> <span class="nn">librosa</span>
<span class="kn">import</span> <span class="nn">libfmp.b</span><span class="o">,</span> <span class="nn">libfmp.c3</span><span class="o">,</span> <span class="nn">libfmp.c5</span>
<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span><span class="o">,</span> <span class="nn">pickle</span><span class="o">,</span> <span class="nn">re</span>
<span class="kn">from</span> <span class="nn">numba</span> <span class="kn">import</span> <span class="n">jit</span>
<span class="kn">from</span> <span class="nn">libdl.data_preprocessing</span> <span class="kn">import</span> <span class="n">compute_hopsize_cqt</span><span class="p">,</span> <span class="n">compute_hcqt</span><span class="p">,</span> <span class="n">compute_efficient_hcqt</span><span class="p">,</span> <span class="n">compute_annotation_array_nooverlap</span>
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<h3 id="1.-Load-audio">1. Load audio<a class="anchor-link" href="#1.-Load-audio">&#182;</a></h3><p>Load an audio file, e.g. from the <a href="https://doi.org/10.5281/zenodo.5139893">MusicNet</a> dataset. This serves to illustrate the extracted representations and the corresponding pitch annotations.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">fs</span> <span class="o">=</span> <span class="mi">22050</span>

<span class="n">audio_folder</span> <span class="o">=</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">basepath</span><span class="p">,</span> <span class="s1">&#39;data&#39;</span><span class="p">,</span> <span class="s1">&#39;MusicNet&#39;</span><span class="p">,</span> <span class="s1">&#39;audio&#39;</span><span class="p">)</span>
<span class="n">fn_audio</span> <span class="o">=</span> <span class="s1">&#39;2382_Beethoven_OP130_StringQuartet.wav&#39;</span>

<span class="n">path_audio</span> <span class="o">=</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">audio_folder</span><span class="p">,</span> <span class="n">fn_audio</span><span class="p">)</span>
<span class="n">f_audio</span><span class="p">,</span> <span class="n">fs_load</span> <span class="o">=</span> <span class="n">librosa</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="n">path_audio</span><span class="p">,</span> <span class="n">sr</span><span class="o">=</span><span class="n">fs</span><span class="p">)</span>
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<h3 id="2.-Compute-HCQT-representation-and-plot-its-channels-(corresponding-to-the-harmonics)">2. Compute HCQT representation and plot its channels (corresponding to the harmonics)<a class="anchor-link" href="#2.-Compute-HCQT-representation-and-plot-its-channels-(corresponding-to-the-harmonics)">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">bins_per_semitone</span> <span class="o">=</span> <span class="mi">3</span>
<span class="n">num_octaves</span> <span class="o">=</span> <span class="mi">6</span>
<span class="n">n_bins</span> <span class="o">=</span> <span class="n">bins_per_semitone</span><span class="o">*</span><span class="mi">12</span><span class="o">*</span><span class="n">num_octaves</span>
<span class="n">num_harmonics</span> <span class="o">=</span> <span class="mi">5</span>
<span class="n">num_subharmonics</span> <span class="o">=</span> <span class="mi">1</span>

<span class="n">f_hcqt</span><span class="p">,</span> <span class="n">fs_hcqt</span><span class="p">,</span> <span class="n">hopsize_cqt</span> <span class="o">=</span> <span class="n">compute_efficient_hcqt</span><span class="p">(</span><span class="n">f_audio</span><span class="p">,</span> <span class="n">fs</span><span class="o">=</span><span class="mi">22050</span><span class="p">,</span> <span class="n">fmin</span><span class="o">=</span><span class="n">librosa</span><span class="o">.</span><span class="n">note_to_hz</span><span class="p">(</span><span class="s1">&#39;C1&#39;</span><span class="p">),</span> <span class="n">fs_hcqt_target</span><span class="o">=</span><span class="mi">50</span><span class="p">,</span> \
                                                    <span class="n">bins_per_octave</span><span class="o">=</span><span class="n">bins_per_semitone</span><span class="o">*</span><span class="mi">12</span><span class="p">,</span> <span class="n">num_octaves</span><span class="o">=</span><span class="n">num_octaves</span><span class="p">,</span> \
                                                    <span class="n">num_harmonics</span><span class="o">=</span><span class="n">num_harmonics</span><span class="p">,</span> <span class="n">num_subharmonics</span><span class="o">=</span><span class="n">num_subharmonics</span><span class="p">)</span>

<span class="n">start_sec</span> <span class="o">=</span> <span class="mi">0</span>
<span class="n">show_sec</span> <span class="o">=</span> <span class="mf">3.5</span>

<span class="k">for</span> <span class="n">curr_ax</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">6</span><span class="p">):</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span><span class="o">.</span><span class="n">update</span><span class="p">({</span><span class="s1">&#39;font.size&#39;</span><span class="p">:</span> <span class="mi">12</span><span class="p">})</span>
    <span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="n">gridspec_kw</span><span class="o">=</span><span class="p">{</span><span class="s1">&#39;width_ratios&#39;</span><span class="p">:</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mf">0.05</span><span class="p">]},</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="mf">3.5</span><span class="p">))</span>
    <span class="n">im</span> <span class="o">=</span> <span class="n">libfmp</span><span class="o">.</span><span class="n">b</span><span class="o">.</span><span class="n">plot_matrix</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">log</span><span class="p">(</span><span class="mi">1</span><span class="o">+</span><span class="mi">1000</span><span class="o">*</span><span class="n">np</span><span class="o">.</span><span class="n">abs</span><span class="p">(</span><span class="n">f_hcqt</span><span class="p">[:,</span> <span class="nb">int</span><span class="p">(</span><span class="n">start_sec</span><span class="o">*</span><span class="n">fs_hcqt</span><span class="p">):</span><span class="nb">int</span><span class="p">(</span><span class="n">show_sec</span><span class="o">*</span><span class="n">fs_hcqt</span><span class="p">),</span> <span class="n">curr_ax</span><span class="p">])),</span> <span class="n">Fs</span><span class="o">=</span><span class="n">fs_hcqt</span><span class="p">,</span> <span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">,</span> <span class="n">cmap</span><span class="o">=</span><span class="s1">&#39;gray_r&#39;</span><span class="p">,</span> <span class="n">ylabel</span><span class="o">=</span><span class="s1">&#39;MIDI pitch&#39;</span><span class="p">)</span>
    <span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_yticks</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="n">n_bins</span><span class="o">+</span><span class="mi">13</span><span class="p">,</span> <span class="mi">12</span><span class="o">*</span><span class="n">bins_per_semitone</span><span class="p">))</span>
    <span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_yticklabels</span><span class="p">([</span><span class="nb">str</span><span class="p">(</span><span class="mi">24</span><span class="o">+</span><span class="mi">12</span><span class="o">*</span><span class="n">octave</span><span class="p">)</span> <span class="k">for</span> <span class="n">octave</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">num_octaves</span><span class="o">+</span><span class="mi">2</span><span class="p">)])</span>
    <span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_xticklabels</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="n">start_sec</span><span class="o">-</span><span class="mi">5</span><span class="p">,</span> <span class="n">show_sec</span><span class="o">+</span><span class="mi">5</span><span class="p">,</span> <span class="mi">5</span><span class="p">))</span>
    <span class="k">if</span> <span class="n">curr_ax</span><span class="o">==</span><span class="mi">0</span><span class="p">:</span>
        <span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">&#39;subharmonic 1&#39;</span><span class="p">)</span>
    <span class="k">elif</span> <span class="n">curr_ax</span><span class="o">==</span><span class="mi">1</span><span class="p">:</span>
        <span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">&#39;harmonic 1 (fundamental)&#39;</span><span class="p">)</span>
    <span class="k">else</span><span class="p">:</span>
        <span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">&#39;harmonic &#39;</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">curr_ax</span><span class="p">))</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">tight_layout</span><span class="p">()</span>
    
    
<span class="c1">### Optional: Save ###</span>
<span class="c1"># path_output = &#39;&#39;</span>
<span class="c1"># np.save(os.path.join(path_output, fn_audio[:-4]+&#39;.npy&#39;), f_hcqt)</span>
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<h3 id="3.-Load-annotations-and-convert-to-numpy-array">3. Load annotations and convert to numpy array<a class="anchor-link" href="#3.-Load-annotations-and-convert-to-numpy-array">&#182;</a></h3>
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<div class="prompt input_prompt">In&nbsp;[4]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">annot_folder</span> <span class="o">=</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">basepath</span><span class="p">,</span> <span class="s1">&#39;data&#39;</span><span class="p">,</span> <span class="s1">&#39;MusicNet&#39;</span><span class="p">,</span> <span class="s1">&#39;csv&#39;</span><span class="p">)</span>
<span class="n">fn_annot</span> <span class="o">=</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">annot_folder</span><span class="p">,</span> <span class="n">fn_audio</span><span class="p">[:</span><span class="o">-</span><span class="mi">4</span><span class="p">]</span><span class="o">+</span><span class="s1">&#39;.csv&#39;</span><span class="p">)</span>

<span class="n">df</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">fn_annot</span><span class="p">,</span> <span class="n">sep</span><span class="o">=</span><span class="s1">&#39;,&#39;</span><span class="p">)</span>
<span class="n">note_events</span> <span class="o">=</span> <span class="n">df</span><span class="o">.</span><span class="n">to_numpy</span><span class="p">()[:,(</span><span class="mi">0</span><span class="p">,</span><span class="mi">1</span><span class="p">,</span><span class="mi">3</span><span class="p">)]</span>
<span class="n">note_events</span><span class="p">[:,:</span><span class="mi">2</span><span class="p">]</span> <span class="o">/=</span> <span class="mi">44100</span>
<span class="n">note_events</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">note_events</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">((</span><span class="n">note_events</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="mi">1</span><span class="p">)),</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
        
<span class="n">f_annot_pitch</span> <span class="o">=</span> <span class="n">compute_annotation_array_nooverlap</span><span class="p">(</span><span class="n">note_events</span><span class="o">.</span><span class="n">copy</span><span class="p">(),</span> <span class="n">f_hcqt</span><span class="p">,</span> <span class="n">fs_hcqt</span><span class="p">,</span> <span class="n">annot_type</span><span class="o">=</span><span class="s1">&#39;pitch&#39;</span><span class="p">,</span> <span class="n">shorten</span><span class="o">=</span><span class="mf">1.0</span><span class="p">)</span>
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<h3 id="4.-Plot-annotation-array">4. Plot annotation array<a class="anchor-link" href="#4.-Plot-annotation-array">&#182;</a></h3>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span><span class="o">.</span><span class="n">update</span><span class="p">({</span><span class="s1">&#39;font.size&#39;</span><span class="p">:</span> <span class="mi">12</span><span class="p">})</span>
<span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="n">gridspec_kw</span><span class="o">=</span><span class="p">{</span><span class="s1">&#39;width_ratios&#39;</span><span class="p">:</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mf">0.05</span><span class="p">]},</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="mf">3.5</span><span class="p">))</span>

<span class="n">cfig</span><span class="p">,</span> <span class="n">cax</span><span class="p">,</span> <span class="n">cim</span> <span class="o">=</span> <span class="n">libfmp</span><span class="o">.</span><span class="n">b</span><span class="o">.</span><span class="n">plot_matrix</span><span class="p">(</span><span class="n">f_annot_pitch</span><span class="p">[</span><span class="mi">24</span><span class="p">:</span><span class="mi">97</span><span class="p">,</span> <span class="nb">int</span><span class="p">(</span><span class="n">start_sec</span><span class="o">*</span><span class="n">fs_hcqt</span><span class="p">):</span><span class="nb">int</span><span class="p">(</span><span class="n">show_sec</span><span class="o">*</span><span class="n">fs_hcqt</span><span class="p">)],</span> <span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">,</span> <span class="n">Fs</span><span class="o">=</span><span class="n">fs_hcqt</span><span class="p">,</span> <span class="n">cmap</span><span class="o">=</span><span class="s1">&#39;gray_r&#39;</span><span class="p">,</span> <span class="n">ylabel</span><span class="o">=</span><span class="s1">&#39;MIDI pitch&#39;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">ylim</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="mi">73</span><span class="p">])</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_yticks</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">73</span><span class="p">,</span> <span class="mi">12</span><span class="p">))</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_yticklabels</span><span class="p">([</span><span class="nb">str</span><span class="p">(</span><span class="mi">24</span><span class="o">+</span><span class="mi">12</span><span class="o">*</span><span class="n">octave</span><span class="p">)</span> <span class="k">for</span> <span class="n">octave</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">num_octaves</span><span class="o">+</span><span class="mi">1</span><span class="p">)])</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">&#39;Multi-pitch annotations (piano roll)&#39;</span><span class="p">)</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">set_ylim</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">tight_layout</span><span class="p">()</span>

<span class="c1">### Optional: Save ###</span>
<span class="c1"># path_output_annot = &#39;&#39;</span>
<span class="c1"># np.save(os.path.join(path_output_annot, song_fn_wav[:-4]+&#39;.npy&#39;), f_annot_pitch)</span>
</pre></div>

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g4Dbga2BvYEPjVJR3cP4H8DT6Xpf/4UOLLvMw9airujqq4EzgPelGTjJPcF9gZOp+kQ70gz88TOwCXAG2geXJIkSUM0ahHiJJsBLwXeW1Vrq+oU4Bhgrx7JHwqcUlW/r6rbgKOAR/e7xzAHibwEeC6wGjgXuBV4W1VdVVWXTWzAbcA1VbV2iGWTJEkaexNjiIccId5yYtKEdtuvq1jbA7dV1dkdx07nzrOVTfgK8PAk2yfZhCYAe3y/5x7aS3VV9Wtg1wHSLZv1wkiSJKmnOZj54cqqWj7F+cXAmq5ja4DNe6S9FPgR8DuaIOtFwDP6FcClmyVJkrTeqEyF1mEtsKTr2BLguh5pDwAeT/NO2mXAq4ETk+xQVddPdoPxm1dDkiRJPc3RkIl+zgY2TrJdx7GdgFU90u4EfLWq/lBVt1bV52lmNptyHLEdYkmSJK03ai/VVdU6mql7D06yWZKnALvTe/aIXwJ7JNk6yaIkewGb0Ly/NimHTEiSJGm9EV2YY3/gCOAK4CrgTVW1KslS4Azg0VV1Ic0aF/cHfk2z9sW5wEur6o9TZW6HWJIkSeuN4Bhiqupq4MU9jl9I89LdxP6NwP9pt4HZIZYkSRIwvks32yGWJEnSeqMYIZ5tdoglSZK0nhFiSZIkja1BZ35YaOwQS5IkaT0jxJIkSRprRoglSZI0tpxlQpIkSWPPCLEkSZLGmhFiSZIkjTUjxJIkSRpbjiGWJEnS2DNCLEmSpLE2jhHioTxxkrVd221J/qU998Qk30tydZLVSb6e5AHDKJckSZLuMLFS3TC3UTCUCHFVLZ74OclmwOXA19tD9wNWACcAtwKHAp8DnjuMskmSJOkO4xghnoshEy8DrgB+BFBV3+08meRQ4IdzUC5JkqSxNypR22EauEOc5D7AI4DFncer6sRp3nNv4ItVVZOcfxqwapIy7AfsB7B06dJp3laSJElTcZaJKSTZBzgMWAtc33GqgIcNerMkS4FdgNdNcv4xwPuA3Xudr6oVNMMrWL58+WQdakmSJG0gI8ST+7/Ay7qHN2yA1wCnVNV53SeSPBz4LvDXVfWju3kfSZIkbQAjxFOn+48ZuN9rgA91H0zyEOA/gUOq6sgZuI8kSZKmaZRmfhimQTvEHwbek+SQqrp9Q26U5MnAg7hjdomJ4w8CTgQOq6pPb0jekiRJmhlGiDskuYhmjDBAgD8F/jbJVZ3pqmrQt9v2Bo6uquu6ju9LMw75gCQHdOS7GEmSJA2VEeI7e/VM3qiq3jDJ8YOAg2byXpIkSZo+Z5noUlXOBSxJkjRmxjFCPNBHgCRHJ3lq17GnJvn32SmWJEmS5sKiRYuGug0iyRZJvplkXZILkrxqirQPS/KdJNcluTLJR/rlP+hLdbsAe3Qd+ynwrQGvlyRJ0jwwohHiw4Cbga2BnYFjk5xeVXdazC3JPYDvten/F3AbsH2/zAftEN8IbAZc23FsMXDLgNdLkiRpxI3iGOIkmwEvBXasqrXAKUmOAfYC3tWVfB/gkqr6WMex3/S7x6BPfALwmSRL2oItAQ4Fjh/wekmSJM0DE3MRD2sbwPbAbVV1dsex04EdeqR9InB+ku+2wyVOSvI/+t1g0A7x24ElwNVJrgCuBu4DvG3A6yVJkjQPzMEY4i2TrOzY9usq0mJgTdexNcDmPYq/DfAK4BPAA4FjgW+3QykmNdCQiaq6BnhBkj8FHgxcVFWXDXKtNFtmeoxTVfVPJEnSAjZHK9VdWVXLpzi/liYw22kJ0L22BcANwClV9V2AJB8F3gM8iiaq3NNAHeIkp1XVY9tO8GUdx1f2eQBJkiTNI6M2hhg4G9g4yXZVdU57bCdgVY+0vwGeMt0bDPpS3cO7D6T5+PCw6d5wIRrRtzFnxd2Nos5kXRnRXZhsI1pIhvnvg+19OOby3/xh/Y5HrV9TVeuSHA0cnGRfmlkmdgee3CP5UcDbk+wG/AB4C3AlcOZU95iyQ5zki+2P9+j4ecIyevfMJUmSNA+N4iwTrf2BI4ArgKuAN1XVqiRLgTOAR1fVhVX1uySvBj4N3B/4FfCiqrp5qsz7RYj/e5KfC/gx8PVpPYokSZJG2qhFiAGq6mrgxT2OX0jz0l3nsaOBo6eT/5Qd4qo6CCDJz6rqhOlkPE78mmpw1pX6sY1oIbE9Lzzj8DsdxQ7xbJu0Q5zkaVV1crt7S5Jn9EpXVSfOSskkSZI0dCM6ZGJWTRUh/iSwY/vz4ZOkKXyxbqzc3U+NC+WT9VzXwyi/qDPXdaPRN5cvTjpdo+azYfztn6Np1+bcpB3iqtqx4+eHDqc4kiRJmktGiKeQZCOa5fAeCFwM/LyqbputgkmSJGn4jBBPIsljgG8BmwJ/oFkW78YkL6mqX89i+TRi/HqwMdf1MNf3n8ool02jYS7biO1T89kwhgiN8LRrs2rQCPERwGHAx6qq2kU53kYztvhxs1U4SZIkDZcR4sltD/xztR9N2k7xx4EDp3OzJK8ADgCW0iwBvU9V/SjJM2k63EuBn7fHL5hO3nNpHBvOuJvrl+KGGeWablnncwRumM8613835rLs87mNSHP9/+4wjGOEeNAnPg54UdexFwLHDnqjJM8CPgy8FtgceBrw+yRb0kye/F5gC2Al8NVB85UkSdLMmZhpYljbKBg0QrwR8JUkpwIXAQ+mGSrx7c4lnavqNVPkcRBwcFX9rN2/GCDJfsCqqvp6u38gcGWSR1bVWdN5mLlitEPTNdcR5tk0ymXr1v17mM3xeXf3XjPt7vye5rrsd4fRbd1d86kNOIZ4cIN2iP+r3SacAQy8cl07Q8Vy4Jgk59K8nPct4J3ADsDpE2mral2S/26Pz4sOsSRJ0kIxnwIbM2WgDvHEEs53w9bAJsDLgKcCtwDfBt5Ds/706q70a2iGVdxJG03eD2Dp0qV3s0iSJEnqZoR49tzQ/vdfqupSgCQfo+kQnwws6Uq/BLiuO5OqWgGsAFi+fPn8+c5CmmHz6Su7hWw+/x7mc9nvjnF9bmlQozSud5iG0iGuqmuS/IFmqeduq4C9J3aSbAZs2x6XJEnSEBkhnl2fA/4qyfE0QybeCnwH+Cbwj0leSjNrxfuA38yXF+rGzUx+alzIL5Zpw41LBM/2OzeG/XdnXNqzhmNYfzfG8e/TMDvEhwBbAmcDNwJfA/5vVd3YdoYPBY6imYf4FUMslyRJknCWiZ6SPKNfBlV14iA3qqpbgP3brfvcfwKPHCQfza1RinaMUlmk6bL9zk/DWDp3Q9mmFr5htT8jxHd1eJ/zBTxshsoiSZKkOWaEuEtVPXRYBZEkSdLcM0I8hSSPoFla+aqqOnv2iiSpn1F6uXGmjeMf4nEzam1uNo3Ts2phGNcxxH2fOMlrklwGnAn8GDgryaVJ9u5zqSRJkuaZibmIh7WNgn4v1e0GHAYcCBwNXAI8CHgJ8Ikkl1TV92a7kJLubCFHnRbys0nSfDCOEeJ+QybeAvxDVX2i49jvgY8muRH4a8AOsSRJ0gIwSlHbYerXIX48sO8k575Gs/SyJEmSFohxjBD3e+LNquqKXifa45vNfJEkSbNtLsf/LbSxh9JCM4pjiJNskeSbSdYluSDJqwa45sQklaTvJBJ9E6Qpaa/ShmYeYkmSJC0AIzzLxGHAzcDWwM7AsUlOr6pVvRIn2ZNpzKbWL+Fi4NZJztkhlqR5ai5fXvTFSWm0jdq3L0k2A14K7FhVa4FTkhwD7AW8q0f6+wAHAK8BfjrIPfp1iF2YQ5IkaYyMYIR4e+C2rnUwTgd2mST9B4BPAZcNeoN+K9VdMGhGkiRJmv/mIEK8ZZKVHfsrqmpFx/5iYE3XNWuAzbszSrIceArNTGjbDFqAfvMQH9wvg6p636A3kyRJ0uiaozHEV1bV8inOrwWWdB1bAlzXeSDJIuCTwF9X1a3T6dj3GzLx4IFzkiRJ0rw3amOIgbOBjZNsV1XntMd2ArpfqFsCLAe+2j7DRu3xPyTZo6p+NNkN+g2ZeO0GFVuSpBE00//Q+4KgFqJRG0NcVeuSHA0cnGRfmlkmdgee3JV0DfDAjv0HA78AHgesnuoe/YZMLB2gkBf2SyNJkqTRN8JzfO8PHAFcAVwFvKmqVrV91TOAR7d90vUv0iXZtP3x8qqabNY0oP+QifO5Y2q1XrVT3BGOliRppBnRlfobtQgxQFVdDby4x/ELaV6663XN+fTuv95Fvw7xb4BNgS8ARwGXDJKpJEmS5qcRjRDPqn5jiHdOsiOwN3AKcBbwReDoqrphCOWTJEnSkIzwSnWzqu8TV9V/VdU7aRbp+BjwF8ClSf5sQ26YZLskNyY5quPYy5OcmeS6JGckuUtIXJIkSbNvYhzxsLZRMPAaz8B2NCuCPAk4DbhmA+95GPDLiZ0kD6IZjrE7cDzwfODrSZZV1RUbeA9JkiRtgHGMEPebZWIL4JU0QyY2B44EnrahM0skeQXwR+AnwMPbw9sAf6yq77b7xyZZB2xL8yahJEnz0jCjX74wqJkwSlHbYeoXIb4EOI+mI/yz9tjDk0x0ZqmqEwe5UZIlwMHAM4HXdZxaCZyZ5EXAscALgZtoXujrzmM/YD+ApUv7zggnSZKkaTJCfFeX0cwy8fp261bAwwa81yHA4VV1Uecnj6q6LckXgX9r73UzsEdVrbvLzZp1rVcALF++3I/CkqSRZtRW85ER4i5VtWwmbpJkZ2A34LE9zu0GfATYFfgVzWoixyR5XlX9eibuL0mSpMHYIZ49uwLLgAvbSl4MbJTk0TSR4ZOramWb9pdJfk7TgZ4XHeL53HCMXkiSNLiFvvy3067NrhU0L8nt3G6fphkv/ByaGSee2kaRSfJY4Kn0GEMsSZKk2eW0a7Okqq4Hrp/YT7IWuLGqVgM/THIg8O9JtgZWAx+oqv8YRtkkSZJ0h3GMEA9ryMSdVNWBXfuHAofORVlmwqh93SFJkmbHQv83f5SitsM0Jx1iSZIkjSYjxJLU5e5GChZ6NEWSFhojxJIkSRpb4zrLhB1iSZIkrWeEWJK6OORBksaLEWJJkiSNNSPEkqShWOirXU1lJp99us89zvUuDcIxxJIkSRp7RoglSUMxzpHFuXz2Yd97mB2LcW5TmllGiCVJkjS2XKlOkiRJY88IsSRJmjEOY9B8ZIRYkiRJY2tcZ5kYvyeWZsDEGKuZ2iRJGhUz/W/cTPwbmGSLJN9Msi7JBUleNUm6vZOcmuTaJH9I8pEkfQPARoglSZK03ohGiA8Dbga2BnYGjk1yelWt6kp3b+CtwM+BrYBjgHcAH5oqczvE0gZwXKAkaaEatW8uk2wGvBTYsarWAqckOQbYC3hXZ9qq+lTH7sVJvgQ8vd897BBLkiQJmLMxxFsmWdmxv6KqVnTsbw/cVlVndxw7HdhlgLyfBnRHke/CDrEkSZLWm4MI8ZVVtXyK84uBNV3H1gCbT5VpktcCy4F9+xVgaB8BkhyV5NJ2kPPZSfbtOHfvJJ9McmWSNUlOHla5JGmCL0ZKUjOGeJjbANYCS7qOLQGum+yCJC+mGTf8vKq6st8Nhhkh/iDwuqq6KckjgZOSnFZVpwIr2rI8CriaZrC0JEmShmhEP+SfDWycZLuqOqc9thOTDIVI8lzgX4EXVNVvB7nB0DrEXW8BVrttm2Qt8CJgm6q6tj1/6rDKJUkTfFlSkkZvlomqWpfkaODgdoTBzsDuwJO70yZ5BvAl4C+r6heD3mOoT9wOi7geOAu4FDgOeAJwAXBQO2Tit0leOsn1+yVZmWTl6tWrh1dwSZKkMTGK8xAD+wP3Aq4Avgy8qapWJVmaZG2SpW269wL3AY5rj69N8t1+mQ/1pbqq2j/JXwFPAnYFbgK2AXYEvgE8sD13bJIzqurMrutX0AyvYPny5YZyJEmSZtAczTLRV1VdDby4x/ELaV66m9jvO8VaL0N/4qq6rapOoekIvwm4AbgFeH9V3VxVPwR+ADx72GWTJEkadyMaIZ5Vcznt2sbAtjQriEiSJGkEjGKEeLYN5YmT3D/JK5IsTrJRkucArwROBE4GLgTenWTjJE+hGU5xwjDKJkmSpDsYIZ49RTM84tM0nfALgLdW1bcBkuwOfJZm+b0LgNdU1VlDKpskSZIY3THEs20oHeKqWs0Uy+u1U7I9aRhlkSRJ0uRGJWo7TE+C2ZkAAAs3SURBVC7dLEmSpPWMEEuSJGlsjdK43mGyQyxJkqT1jBBLkiRprBkhliRJ0thylglJkiSNPSPEkiRJGmtGiCVJkjTWjBBLkiRpbDntmiRJksaeQyYkSZI01owQS5IkaWw57ZokSZLGnhFiSZIkjTUjxJIkSRpbzjIhSZKksWeEWJIkSWPNCLEkSZLG1rjOMjGUJ05yzySHJ7kgyXVJTkvyvB7pDkhSSXYbRrkkSZJ0ZxPjiIe1jYJhfQTYGLgI2AW4D/Be4GtJlk0kSLIt8DLg0iGVSZIkSV0WLVo01G0QSbZI8s0k69oA66umSPu2JJclWZPkiCT37PvM06ifDVZV66rqwKo6v6pur6rvAOcBj+tIdijwd8DNwyiTJEmS7mpEI8SH0fQRtwb2BD6VZIceZX8O8C7gmcAy4GHAQf0yn5MxxEm2BrYHVrX7ewA3V9VxoxI6lyRJGjejOIY4yWbAS4Edq2otcEqSY4C9aDq/nfYGDq+qiT7mIcCXeqS7k6F3iJNsQlOwL1TVWUkWAx8Anj3AtfsB+wEsXbp0VsspSZI0jkYwOLk9cFtVnd1x7HSaobjddgC+3ZVu6yR/UlVXTXaDoXaIkywCjqQJeb+5PXwQcGRVndfv+qpaAaxo81qd5AJgS+DK2Snx2LJOZ5b1ObOsz5llfc4s63PmWacb7iHTveDUU089YdGiRVvORmGmsGmSlR37K9o+34TFwJqua9YAm/fIqzvtxM+bA3PfIU7zceNwmrEfz6+qW9pTzwS2SbJ/u78VzQt3H66qD0+WX1Vt1ea7sqqWz2LRx451OrOsz5llfc4s63NmWZ8zzzodrqp67lyXoYe1wJKuY0uA6wZIO/Fzr7TrDTNC/CngUcBuVXVDx/FnApt07P8S+Bvgu0MsmyRJkkbT2cDGSbarqnPaYzvRvovWZVV77msd6S6fargEDG8e4ocAbwB2Bi5Lsrbd9qyqq6rqsokNuA24ph00LUmSpDFWVeuAo4GDk2yW5CnA7jTDcLt9EXhdkkcnuR/wHuDz/e4xlAhxVV0ADDRCu6qWTTP7Ff2TaJqs05llfc4s63NmWZ8zy/qcedapAPYHjgCuoBkL/KaqWpVkKXAG8OiqurCqjk/yEeAHwL2AbwAH9Ms8VTV7RZckSZJG3GhNNCdJkiQNmR1iSZIkjbV50SGe7fWrx82g9ZlknyS3dbwEuTbJrkMu7shL8uYkK5PclOTzfdLaPvsYtD5tn4NJcs8kh7f/r1+X5LQkz5sivW10CtOpT9voYJIcleTSJNcmOTvJvlOktX1qVsyLDjGzvH71GBqoPls/rarFHdtJwyrkPHIJ8H6awf6Tsn0ObKD6bNk++9sYuIhmRaf7AO+lmet9WXdC2+hABq7Plm20vw8Cy6pqCfAi4P1JHtedyPap2TTyHeKO9avfW1Vrq+oUYGL96m7r16+uqmuAQ4B9hlbYeWCa9akBVNXRVfUtplgBp2X7HMA06lMDqKp1VXVgVZ1fVbdX1XeA84C7dDiwjfY1zfrUANr2dtPEbrtt2yOp7VOzZuQ7xEy+fnWviOYO7bnOdFsn+ZNZLN98M536BHhskivbr7Hem2Soy30vMLbPmWf7nKYkW9P8Heg1ob1tdJr61CfYRgeS5JNJrgfOAi4FjuuRzPapWTMfOsQztX61GtOpz5OBHYH700SVXwm8c1ZLt7DZPmeW7XOakmwCfAn4QlWd1SOJbXQaBqhP2+iAqmp/mnb2VJoFGG7qkcz2qVkzHzrEs75+9ZgZuD6r6vdVdV77teBvgYOBlw2hjAuV7XMG2T6nJ8kimlWdbgbePEky2+iABqlP2+j0VNVt7TC+bYA39Uhi+9SsmQ8d4vXrV3cc67d+dWe6vutXj5np1Ge3YsAVB9WT7XN22T4nkSTA4TQv0r60qm6ZJKltdADTqM9uttHBbEzvMcS2T82ake8QD2P96nEynfpM8rx2fBxJHknzNvW3h1ne+SDJxkk2BTYCNkqy6STjBG2fAxi0Pm2f0/Ip4FHAC6vqhinS2UYHM1B92kb7S3L/JK9IsjjJRu1MEq8ETuyR3Pap2VNVI78BWwDfAtYBFwKvao8vpfkKZWlH2r8BLgeuBT4H3HOuyz9q26D1CXy0rct1wO9pvu7bZK7LP2obcCB3vBk9sR1o+5zd+rR9DlyfD2nr8Ma2/ia2PW2js1ufttGB6nMr4IfAH9s291vg9e0526fb0LZUFZIkSdK4GvkhE5IkSdJsskMsSZKksWaHWJIkSWPNDrEkSZLGmh1iSZIkjTU7xJIkSRprdoglzTtJ/j7JZ4d4vx8neeyw7rehkixLUpMsDNOZ7kVJvjKscknSqJvyj6YkzYUkazt27w3cBNzW7r+hqj4wxLK8ELiuqk4b1j1nW1Udk+QDSR5TVb+Z6/JI0lwzQixp5FTV4omNZjXFF3Yc+9KQi/NGei8VP999GdhvrgshSaPADrGkeSfJgUmOan+eGCbw2iQXJbkmyRuTPD7Jb5L8McmhXdf/7yRntmlPSPKQSe5zD+AZNEvLThz7n0lWJrk2yeVJPtZx7olJftLe8/Qku3ac2yLJ55Jc0t73Wx3nXp/k3CRXJzkmyQM7zlX7POe01x2WJO25jZJ8NMmVSX4PvKCr/Psk+X2S65Kcl2TPjtMndaeXpHFlh1jSQvEEYDvgfwH/DPwDsBuwA/DyJLsAJHkx8PfAS4CtgB/RREt72Q64var+0HHs48DHq2oJsC3wtTbfBwHHAu8HtgDeAXwjyVbtdUfSDP/YAbg/8E/tdc8APgi8HHgAcAHQPb73L4DHAzu16Z7THn99e+6xwHLgZRMXJNkM+ATwvKraHHgy8OuOPM8EliVZMsmzS9LYsEMsaaE4pKpurKr/ANYBX66qK6rqYppO78RLcW8APlhVZ1bVrcAHgJ0niRLfF7iu69gtwMOTbFlVa6vqZ+3xVwPHVdVxVXV7VX0PWAk8P8kDgOcBb6yqa6rqlqqaiDrvCRxRVb+qqpuAdwNPSrKs454fqqo/VtWFwA+AndvjLwf+uaouqqqraTrWnW4Hdkxyr6q6tKpWdZybeK779qpMSRondoglLRSXd/x8Q4/9xe3PDwE+3g5r+CNwNRDgQT3yvAbYvOvY64DtgbOS/DLJX3Tku8dEvm3ef04T9X0wcHVVXdPjHg+kiQoDUFVrgau6ynNZx8/XdzzLA4GLOs515rOOJlr+RuDSJMcmeWRH2onn+mOPMknSWLFDLGncXEQzU8V9O7Z7VdVPeqQ9B0g7HAKAqjqnql5JM+zhw8C/t8MTLgKO7Mp3s6r6UHtuiyS9orGX0HSmgfVDHf4EuHiAZ7mUprM9YWnnyao6oaqeRdMpPwv4147TjwLOr6prB7iPJC1odogljZtPA+9OsgNAkvsk2aNXwqq6BfhPYJeJY0lenWSrqrqdO6KrtwFHAS9M8pz2ZbdNk+yaZJuquhT4LvDJJPdLskmSp7XX/hvw2iQ7J7knzRCOn1fV+QM8y9eAtyTZJsn9gHd1lHPrdr7hzWimrVvLHVPX0T7Tdwe4hyQteHaIJY2VqvomTWT3K0muBf6LZnzvZD4D7NWx/1xgVTtX8seBV7Rjly8Cdqd5YW81TVT4ndzxd3YvmvHHZwFXAG9ty/N94L3AN2givtsCrxjwcf4VOAE4HfgVcHTHuUXA22ki0FfTdID37zj/yvbZJGnsparmugySNNKSnAL81UJZnKNdbGSvqnr5XJdFkkaBHWJJkiSNNYdMSJIkaazZIZYkSdJYs0MsSZKksWaHWJIkSWPNDrEkSZLGmh1iSZIkjTU7xJIkSRprdoglSZI01v4/GHreaviWJ74AAAAASUVORK5CYII=
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<h3 id="5.-Plot-annotations-as-overlay-to-CQT-(fundamental),-as-in-Fig.-2-of-the-paper">5. Plot annotations as overlay to CQT (fundamental), as in Fig. 2 of the paper<a class="anchor-link" href="#5.-Plot-annotations-as-overlay-to-CQT-(fundamental),-as-in-Fig.-2-of-the-paper">&#182;</a></h3>
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<div class="prompt input_prompt">In&nbsp;[6]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span><span class="o">.</span><span class="n">update</span><span class="p">({</span><span class="s1">&#39;font.size&#39;</span><span class="p">:</span> <span class="mi">14</span><span class="p">})</span>
<span class="n">fig</span><span class="p">,</span> <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="n">gridspec_kw</span><span class="o">=</span><span class="p">{</span><span class="s1">&#39;width_ratios&#39;</span><span class="p">:</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mf">0.05</span><span class="p">]},</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">5</span><span class="p">))</span>
<span class="n">f_log</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">log</span><span class="p">(</span><span class="mi">1</span><span class="o">+</span><span class="mi">70</span><span class="o">*</span><span class="n">np</span><span class="o">.</span><span class="n">abs</span><span class="p">(</span><span class="n">f_hcqt</span><span class="p">[:,</span> <span class="p">:,</span> <span class="mi">1</span><span class="p">]))</span>
<span class="n">f_log</span> <span class="o">/=</span> <span class="mf">0.96</span><span class="o">*</span><span class="n">np</span><span class="o">.</span><span class="n">max</span><span class="p">(</span><span class="n">f_log</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
<span class="n">im</span> <span class="o">=</span> <span class="n">libfmp</span><span class="o">.</span><span class="n">b</span><span class="o">.</span><span class="n">plot_matrix</span><span class="p">(</span><span class="n">f_log</span><span class="p">,</span> <span class="n">Fs</span><span class="o">=</span><span class="n">fs_hcqt</span><span class="p">,</span> <span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">,</span> <span class="n">cmap</span><span class="o">=</span><span class="s1">&#39;gray_r&#39;</span><span class="p">,</span> <span class="n">ylabel</span><span class="o">=</span><span class="s1">&#39;MIDI pitch&#39;</span><span class="p">,</span> <span class="n">clim</span><span class="o">=</span><span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">],</span> <span class="n">colorbar</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>

<span class="n">start_bin</span> <span class="o">=</span> <span class="mi">3</span><span class="o">*</span><span class="mi">24</span> <span class="c1"># MIDI pitch 24 + centered view</span>
<span class="n">bins_per_semitone</span> <span class="o">=</span> <span class="mi">3</span>
<span class="n">pitch_alpha</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">f_hcqt</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">f_annot_pitch</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="mi">4</span><span class="p">))</span>
<span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="nb">int</span><span class="p">((</span><span class="n">f_hcqt</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">+</span><span class="n">start_bin</span><span class="p">)</span><span class="o">/</span><span class="n">bins_per_semitone</span><span class="p">)):</span>
    <span class="n">cqtLine</span> <span class="o">=</span> <span class="n">i</span><span class="o">*</span><span class="n">bins_per_semitone</span> <span class="o">-</span> <span class="n">start_bin</span>
    <span class="n">pitch_alpha</span><span class="p">[</span><span class="n">cqtLine</span><span class="p">,:,</span><span class="mi">0</span><span class="p">:</span><span class="mi">3</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mf">0.1</span><span class="p">,</span> <span class="mf">0.1</span><span class="p">]</span>
    <span class="n">pitch_alpha</span><span class="p">[</span><span class="n">cqtLine</span><span class="p">,:,</span><span class="mi">3</span><span class="p">]</span> <span class="o">=</span> <span class="n">f_annot_pitch</span><span class="p">[</span><span class="n">i</span><span class="p">,:]</span><span class="o">*</span><span class="mi">1</span>

<span class="n">T_coef</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="n">f_hcqt</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span> <span class="o">/</span> <span class="n">fs_hcqt</span>
<span class="n">x_ext1</span> <span class="o">=</span> <span class="p">(</span><span class="n">T_coef</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="o">-</span> <span class="n">T_coef</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span> <span class="o">/</span> <span class="mi">2</span>
<span class="n">x_ext2</span> <span class="o">=</span> <span class="p">(</span><span class="n">T_coef</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="o">-</span> <span class="n">T_coef</span><span class="p">[</span><span class="o">-</span><span class="mi">2</span><span class="p">])</span> <span class="o">/</span> <span class="mi">2</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">imshow</span><span class="p">(</span><span class="n">pitch_alpha</span><span class="p">[::</span><span class="o">-</span><span class="mi">1</span><span class="p">,:,:],</span> <span class="n">extent</span><span class="o">=</span><span class="p">[</span><span class="n">T_coef</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">-</span> <span class="n">x_ext1</span><span class="p">,</span> <span class="n">T_coef</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="o">+</span> <span class="n">x_ext2</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="n">f_hcqt</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]],</span> <span class="n">aspect</span><span class="o">=</span><span class="s1">&#39;auto&#39;</span><span class="p">)</span>
        
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_yticks</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">n_bins</span><span class="o">+</span><span class="mi">1</span><span class="p">,</span> <span class="mi">12</span><span class="o">*</span><span class="n">bins_per_semitone</span><span class="p">))</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_yticklabels</span><span class="p">([</span><span class="nb">str</span><span class="p">(</span><span class="mi">24</span><span class="o">+</span><span class="mi">12</span><span class="o">*</span><span class="n">octave</span><span class="p">)</span> <span class="k">for</span> <span class="n">octave</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">num_octaves</span><span class="o">+</span><span class="mi">1</span><span class="p">)])</span>
<span class="n">ax</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_xlim</span><span class="p">([</span><span class="mi">0</span><span class="p">,</span> <span class="mf">3.5</span><span class="p">])</span>

<span class="n">plt</span><span class="o">.</span><span class="n">tight_layout</span><span class="p">()</span>

<span class="c1">### Optional: Save ###</span>
<span class="c1"># path_output_image = &#39;&#39;</span>
<span class="c1"># plt.savefig(path_output_image, dpi=600)</span>
</pre></div>

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