week05.html

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


<title>week05</title>

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

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

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

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

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
div.output_area .mglyph > img {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 1px 0 1px 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul:not(.list-inline),
.rendered_html ol:not(.list-inline) {
  padding-left: 2em;
}
.rendered_html ul {
  list-style: disc;
}
.rendered_html ul ul {
  list-style: square;
  margin-top: 0;
}
.rendered_html ul ul ul {
  list-style: circle;
}
.rendered_html ol {
  list-style: decimal;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin-top: 0;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
  padding: 0px;
  background-color: #fff;
}
.rendered_html code {
  background-color: #eff0f1;
}
.rendered_html p code {
  padding: 1px 5px;
}
.rendered_html pre code {
  background-color: #fff;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  color: #000;
  font-size: 100%;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: none;
  border-collapse: collapse;
  border-spacing: 0;
  color: black;
  font-size: 12px;
  table-layout: fixed;
}
.rendered_html thead {
  border-bottom: 1px solid black;
  vertical-align: bottom;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  text-align: right;
  vertical-align: middle;
  padding: 0.5em 0.5em;
  line-height: normal;
  white-space: normal;
  max-width: none;
  border: none;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html tbody tr:nth-child(odd) {
  background: #f5f5f5;
}
.rendered_html tbody tr:hover {
  background: rgba(66, 165, 245, 0.2);
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
.rendered_html .alert {
  margin-bottom: initial;
}
.rendered_html * + .alert {
  margin-top: 1em;
}
[dir="rtl"] .rendered_html p {
  text-align: right;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.rendered .rendered_html tr,
.text_cell.rendered .rendered_html th,
.text_cell.rendered .rendered_html td {
  max-width: none;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.text_cell .dropzone .input_area {
  border: 2px dashed #bababa;
  margin: -1px;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
.jupyter-keybindings {
  padding: 1px;
  line-height: 24px;
  border-bottom: 1px solid gray;
}
.jupyter-keybindings input {
  margin: 0;
  padding: 0;
  border: none;
}
.jupyter-keybindings i {
  padding: 6px;
}
.well code {
  background-color: #ffffff;
  border-color: #ababab;
  border-width: 1px;
  border-style: solid;
  padding: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.tags_button_container {
  width: 100%;
  display: flex;
}
.tag-container {
  display: flex;
  flex-direction: row;
  flex-grow: 1;
  overflow: hidden;
  position: relative;
}
.tag-container > * {
  margin: 0 4px;
}
.remove-tag-btn {
  margin-left: 4px;
}
.tags-input {
  display: flex;
}
.cell-tag:last-child:after {
  content: "";
  position: absolute;
  right: 0;
  width: 40px;
  height: 100%;
  /* Fade to background color of cell toolbar */
  background: linear-gradient(to right, rgba(0, 0, 0, 0), #EEE);
}
.tags-input > * {
  margin-left: 4px;
}
.cell-tag,
.tags-input input,
.tags-input button {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  box-shadow: none;
  width: inherit;
  font-size: inherit;
  height: 22px;
  line-height: 22px;
  padding: 0px 4px;
  display: inline-block;
}
.cell-tag:focus,
.tags-input input:focus,
.tags-input button:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.cell-tag::-moz-placeholder,
.tags-input input::-moz-placeholder,
.tags-input button::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.cell-tag:-ms-input-placeholder,
.tags-input input:-ms-input-placeholder,
.tags-input button:-ms-input-placeholder {
  color: #999;
}
.cell-tag::-webkit-input-placeholder,
.tags-input input::-webkit-input-placeholder,
.tags-input button::-webkit-input-placeholder {
  color: #999;
}
.cell-tag::-ms-expand,
.tags-input input::-ms-expand,
.tags-input button::-ms-expand {
  border: 0;
  background-color: transparent;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
.cell-tag[readonly],
.tags-input input[readonly],
.tags-input button[readonly],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  background-color: #eeeeee;
  opacity: 1;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  cursor: not-allowed;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button {
  height: auto;
}
select.cell-tag,
select.tags-input input,
select.tags-input button {
  height: 30px;
  line-height: 30px;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button,
select[multiple].cell-tag,
select[multiple].tags-input input,
select[multiple].tags-input button {
  height: auto;
}
.cell-tag,
.tags-input button {
  padding: 0px 4px;
}
.cell-tag {
  background-color: #fff;
  white-space: nowrap;
}
.tags-input input[type=text]:focus {
  outline: none;
  box-shadow: none;
  border-color: #ccc;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
[dir="rtl"] #kernel_logo_widget {
  float: left !important;
  float: left;
}
.modal .modal-body .move-path {
  display: flex;
  flex-direction: row;
  justify-content: space;
  align-items: center;
}
.modal .modal-body .move-path .server-root {
  padding-right: 20px;
}
.modal .modal-body .move-path .path-input {
  flex: 1;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
[dir="rtl"] #menubar .navbar-toggle {
  float: right;
}
[dir="rtl"] #menubar .navbar-collapse {
  clear: right;
}
[dir="rtl"] #menubar .navbar-nav {
  float: right;
}
[dir="rtl"] #menubar .nav {
  padding-right: 0px;
}
[dir="rtl"] #menubar .navbar-nav > li {
  float: right;
}
[dir="rtl"] #menubar .navbar-right {
  float: left !important;
}
[dir="rtl"] ul.dropdown-menu {
  text-align: right;
  left: auto;
}
[dir="rtl"] ul#new-menu.dropdown-menu {
  right: auto;
  left: 0;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
[dir="rtl"] i.menu-icon.pull-right {
  float: left !important;
  float: left;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
[dir="rtl"] ul#help_menu li a {
  padding-left: 2.2em;
}
[dir="rtl"] ul#help_menu li a i {
  margin-right: 0;
  margin-left: -1.2em;
}
[dir="rtl"] ul#help_menu li a i.pull-right {
  float: left !important;
  float: left;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
[dir="rtl"] .dropdown-submenu > .dropdown-menu {
  right: 100%;
  margin-right: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.fa-pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.fa-pull-right {
  margin-left: .3em;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
[dir="rtl"] .dropdown-submenu > a:after {
  float: left;
  content: "\f0d9";
  margin-right: 0;
  margin-left: -10px;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
[dir="rtl"] #notification_area {
  float: left !important;
  float: left;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] .indicator_area {
  float: left !important;
  float: left;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
[dir="rtl"] #kernel_indicator {
  float: left !important;
  float: left;
  border-left: 0;
  border-right: 1px solid;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] #modal_indicator {
  float: left !important;
  float: left;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  height: 30px;
  margin-top: 4px;
  display: flex;
  justify-content: flex-start;
  align-items: baseline;
  width: 50%;
  flex: 1;
}
span.save_widget span.filename {
  height: 100%;
  line-height: 1em;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  text-overflow: ellipsis;
  overflow: hidden;
  white-space: nowrap;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
[dir="rtl"] span.save_widget.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] span.save_widget span.filename {
  margin-left: 0;
  margin-right: 16px;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
  white-space: nowrap;
  padding: 0 5px;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
    padding: 0 0 0 5px;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
.toolbar-btn-label {
  margin-left: 6px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
[dir="rtl"] .btn-group > .btn,
.btn-group-vertical > .btn {
  float: right;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
 * of chance of beeing generated from the ../less/[samename].less file, you can
 * try to get back the less file by reverting somme commit in history
 **/
/*
 * We'll try to get something pretty, so we
 * have some strange css to have the scroll bar on
 * the left with fix button on the top right of the tooltip
 */
@-moz-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-webkit-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
@-webkit-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
  float: right;
}
.ipython_tooltip .tooltiptext pre {
  border: 0;
  border-radius: 0;
  font-size: 100%;
  background-color: #f7f7f7;
}
.pretooltiparrow {
  left: 0px;
  margin: 0px;
  top: -16px;
  width: 40px;
  height: 16px;
  overflow: hidden;
  position: absolute;
}
.pretooltiparrow:before {
  background-color: #f7f7f7;
  border: 1px #ababab solid;
  z-index: 11;
  content: "";
  position: absolute;
  left: 15px;
  top: 10px;
  width: 25px;
  height: 25px;
  -webkit-transform: rotate(45deg);
  -moz-transform: rotate(45deg);
  -ms-transform: rotate(45deg);
  -o-transform: rotate(45deg);
}
ul.typeahead-list i {
  margin-left: -10px;
  width: 18px;
}
[dir="rtl"] ul.typeahead-list i {
  margin-left: 0;
  margin-right: -10px;
}
ul.typeahead-list {
  max-height: 80vh;
  overflow: auto;
}
ul.typeahead-list > li > a {
  /** Firefox bug **/
  /* see https://github.com/jupyter/notebook/issues/559 */
  white-space: normal;
}
ul.typeahead-list  > li > a.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .typeahead-list {
  text-align: right;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  min-width: 20px;
  color: transparent;
}
[dir="rtl"] .no-shortcut.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .command-shortcut.pull-right {
  float: left !important;
  float: left;
}
.command-shortcut:before {
  content: "(command mode)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
[dir="rtl"] .edit-shortcut.pull-right {
  float: left !important;
  float: left;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
  background-color: #BBDEFB;
  border-color: #90CAF9;
  border-style: solid;
  border-width: 1px;
  border-radius: 0px;
}
[dir="ltr"] #find-and-replace .input-group-btn + .form-control {
  border-left: none;
}
[dir="rtl"] #find-and-replace .input-group-btn + .form-control {
  border-right: none;
}
#find-and-replace #replace-preview .replace .match {
  background-color: #FFCDD2;
  border-color: #EF9A9A;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
  background-color: #C8E6C9;
  border-color: #A5D6A7;
  border-radius: 0px;
}
#find-and-replace #replace-preview {
  max-height: 60vh;
  overflow: auto;
}
#find-and-replace #replace-preview pre {
  padding: 5px 10px;
}
.terminal-app {
  background: #EEE;
}
.terminal-app #header {
  background: #fff;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.terminal-app .terminal {
  width: 100%;
  float: left;
  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
  border-radius: 2px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
}
.terminal-app .terminal,
.terminal-app .terminal dummy-screen {
  line-height: 1em;
  font-size: 14px;
}
.terminal-app .terminal .xterm-rows {
  padding: 10px;
}
.terminal-app .terminal-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
/*# sourceMappingURL=style.min.css.map */
    </style>
<style type="text/css">
    pre { line-height: 125%; margin: 0; }
td.linenos pre { color: #000000; background-color: #f0f0f0; padding: 0 5px 0 5px; }
span.linenos { color: #000000; background-color: #f0f0f0; padding: 0 5px 0 5px; }
td.linenos pre.special { color: #000000; background-color: #ffffc0; padding: 0 5px 0 5px; }
span.linenos.special { color: #000000; background-color: #ffffc0; padding: 0 5px 0 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 */
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.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
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.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
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.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
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.highlight .nf { color: #0000FF } /* Name.Function */
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.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
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.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
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.highlight .vm { color: #19177C } /* Name.Variable.Magic */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
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<style type="text/css">
/* Overrides of notebook CSS for static HTML export */
body {
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  padding: 8px;
}

div#notebook {
  overflow: visible;
  border-top: none;
}@media print {
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    page-break-inside: avoid;
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    page-break-inside: avoid;
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}
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          display: table;
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        .jp-OutputPrompt {
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        }
    </style></head>
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<h1 id="Week-5-6:-Continuous-random-variables">Week 5-6: Continuous random variables<a class="anchor-link" href="#Week-5-6:-Continuous-random-variables">&#182;</a></h1><h4 id="Back-to-main-page"><a href="https://petrosyan.page/fall2020math3215">Back to main page</a><a class="anchor-link" href="#Back-to-main-page">&#182;</a></h4>
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<p><strong>Definition (cdf)</strong></p>
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Let $X$ be any random variable (does not have to be discrete). Define the cdf of $X$ as before

$$F(x)=P(X\leq x).$$

</div><p><strong>Definition (Continuous random variable)</strong></p>
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A function $F:\mathbb{R}\to [0,1]$ is a cdf of some random variable,  if and only if

1. $F$ is non-decreasing:
$x\leq y\Rightarrow F(x)\leq F(y)$

2. $\lim\limits_{x\to -\infty}F(x)=0$

3. $\lim\limits_{x\to \infty}F(x)=1$

4. $F$ is  right continuous: for any $x\in \mathbb{R}$, $\lim\limits_{y\to x^+}f(y)=f(x).$

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<p>An example of a pdf is given by</p>
$$f(x)=\frac{1}{\pi}\frac{\sin^2x}{ x^2}, \quad x\in\mathbb{R}.$$<p>This is indeed a pdf, because it is non-negative and, as it can be checked,</p>
$$\int\limits_\mathbb{R}\frac{\sin^2x}{ x^2}=\pi.$$<p>Below we plot the pdf of this distribution.</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># nbi:hide_in</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">from</span> <span class="nn">ipywidgets</span> <span class="kn">import</span> <span class="n">interact</span><span class="p">,</span> <span class="n">FloatSlider</span>

<span class="n">x</span><span class="o">=</span><span class="mf">0.5</span>
<span class="k">def</span> <span class="nf">cdf_pdf</span><span class="p">(</span><span class="n">x</span><span class="p">):</span>
    <span class="n">xdata</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">delete</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="o">-</span><span class="mi">10</span><span class="p">,</span> <span class="mi">10</span><span class="p">,</span> <span class="mi">1000</span><span class="p">),</span> <span class="p">[</span><span class="mi">0</span><span class="p">])</span>
    <span class="k">def</span> <span class="nf">pdf_func</span><span class="p">(</span><span class="n">x</span><span class="p">):</span>
        <span class="n">y</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">divide</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">sin</span><span class="p">(</span><span class="n">x</span><span class="p">)</span><span class="o">**</span><span class="mi">2</span><span class="p">,</span><span class="n">x</span><span class="o">**</span><span class="mi">2</span><span class="p">)</span><span class="o">/</span><span class="n">np</span><span class="o">.</span><span class="n">pi</span>
        <span class="k">return</span> <span class="n">y</span>


    <span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">xdata</span><span class="p">,</span> <span class="n">pdf_func</span><span class="p">(</span><span class="n">xdata</span><span class="p">))</span>
    <span class="n">xshade</span> <span class="o">=</span> <span class="n">xdata</span><span class="p">[</span><span class="n">xdata</span><span class="o">&lt;=</span><span class="n">x</span><span class="p">]</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">fill_between</span><span class="p">(</span><span class="n">xshade</span><span class="p">,</span> <span class="n">pdf_func</span><span class="p">(</span><span class="n">xshade</span><span class="p">),</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.3</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">x</span><span class="p">,</span><span class="mi">0</span><span class="p">,</span> <span class="n">s</span><span class="o">=</span><span class="mi">30</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;figure.figsize&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="mi">8</span><span class="p">,</span> <span class="mi">4</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">axhline</span><span class="p">(</span><span class="n">y</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;k&#39;</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mf">0.5</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">xlim</span><span class="p">(</span><span class="o">-</span><span class="mi">11</span><span class="p">,</span><span class="mi">11</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="o">-</span><span class="mf">0.01</span><span class="p">,</span><span class="mf">0.35</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">([</span><span class="n">x</span><span class="p">],[</span><span class="s2">&quot;x=</span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">x</span><span class="p">)])</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">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">1</span><span class="p">,</span><span class="mi">2</span><span class="p">))</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">figtext</span><span class="p">(</span><span class="mf">0.6</span><span class="p">,</span><span class="mf">0.6</span><span class="p">,</span> <span class="sa">r</span><span class="s2">&quot;$f(x)=\frac{\sin^2x}{ \pi x^2}$&quot;</span><span class="p">,</span> <span class="n">ha</span><span class="o">=</span><span class="s2">&quot;left&quot;</span><span class="p">,</span> <span class="n">va</span><span class="o">=</span><span class="s2">&quot;top&quot;</span><span class="p">,</span>
            <span class="n">backgroundcolor</span><span class="o">=</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">0</span><span class="p">),</span> <span class="n">fontsize</span><span class="o">=</span><span class="s2">&quot;large&quot;</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">box</span><span class="p">(</span><span class="n">on</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
    <span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">();</span>

<span class="c1"># create interactive variables</span>
<span class="n">x</span> <span class="o">=</span> <span class="n">FloatSlider</span><span class="p">(</span><span class="nb">min</span><span class="o">=-</span><span class="mf">10.0</span><span class="p">,</span> <span class="nb">max</span><span class="o">=</span><span class="mf">10.0</span><span class="p">,</span> <span class="n">step</span><span class="o">=</span><span class="mf">0.1</span><span class="p">,</span> <span class="n">value</span><span class="o">=</span><span class="mf">0.6</span><span class="p">,</span> <span class="n">readout_format</span><span class="o">=</span><span class="s1">&#39;&#39;</span><span class="p">)</span>

<span class="c1"># display the interactive plot</span>
<span class="n">interact</span><span class="p">(</span><span class="n">cdf_pdf</span><span class="p">,</span> <span class="n">x</span><span class="o">=</span><span class="n">x</span><span class="p">);</span>
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<h3 id="Logistic-function">Logistic function<a class="anchor-link" href="#Logistic-function">&#182;</a></h3>$$F(X)=\frac{e^x}{1+e^x}\quad \Rightarrow \quad  f(x)=\frac{e^x}{(1+e^x)^2}.$$
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># nbi:hide_in</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">from</span> <span class="nn">ipywidgets</span> <span class="kn">import</span> <span class="n">interact</span><span class="p">,</span> <span class="n">FloatSlider</span>
<span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;figure.figsize&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="mi">16</span><span class="p">,</span> <span class="mi">5</span><span class="p">)</span>


<span class="k">def</span> <span class="nf">logistic_cdf_pdf</span><span class="p">(</span><span class="n">x</span><span class="p">):</span>
    <span class="n">xdata</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="o">-</span><span class="mi">10</span><span class="p">,</span> <span class="mi">10</span><span class="p">,</span> <span class="mi">1000</span><span class="p">)</span>
    <span class="k">def</span> <span class="nf">cdf_func</span><span class="p">(</span><span class="n">xdata</span><span class="p">):</span>
        <span class="n">val</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">divide</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">exp</span><span class="p">(</span><span class="n">xdata</span><span class="p">),</span> <span class="mi">1</span><span class="o">+</span><span class="n">np</span><span class="o">.</span><span class="n">exp</span><span class="p">(</span><span class="n">xdata</span><span class="p">))</span>
        <span class="k">return</span> <span class="n">val</span>
    <span class="k">def</span> <span class="nf">pdf_func</span><span class="p">(</span><span class="n">xdata</span><span class="p">):</span>
        <span class="n">val</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">divide</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">exp</span><span class="p">(</span><span class="n">xdata</span><span class="p">),</span> <span class="p">(</span><span class="mi">1</span><span class="o">+</span><span class="n">np</span><span class="o">.</span><span class="n">exp</span><span class="p">(</span><span class="n">xdata</span><span class="p">)</span><span class="o">**</span><span class="mi">2</span><span class="p">))</span>
        <span class="k">return</span> <span class="n">val</span>
    
    <span class="n">fig</span><span class="p">,</span> <span class="p">[</span><span class="n">ax1</span><span class="p">,</span> <span class="n">ax2</span><span class="p">]</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">ax1</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">xdata</span><span class="p">,</span> <span class="n">pdf_func</span><span class="p">(</span><span class="n">xdata</span><span class="p">))</span>
    <span class="n">xshade</span> <span class="o">=</span> <span class="n">xdata</span><span class="p">[</span><span class="n">xdata</span><span class="o">&lt;=</span><span class="n">x</span><span class="p">]</span>
    <span class="n">ax1</span><span class="o">.</span><span class="n">fill_between</span><span class="p">(</span><span class="n">xshade</span><span class="p">,</span> <span class="n">pdf_func</span><span class="p">(</span><span class="n">xshade</span><span class="p">),</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.3</span><span class="p">)</span>
    <span class="n">ax1</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">x</span><span class="p">,</span><span class="mi">0</span><span class="p">,</span> <span class="n">s</span><span class="o">=</span><span class="mi">30</span><span class="p">)</span>
    <span class="n">ax1</span><span class="o">.</span><span class="n">axhline</span><span class="p">(</span><span class="n">y</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;k&#39;</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mf">0.5</span><span class="p">)</span>
    <span class="n">ax1</span><span class="o">.</span><span class="n">set_xlim</span><span class="p">(</span><span class="o">-</span><span class="mi">10</span><span class="p">,</span> <span class="mi">10</span><span class="p">)</span>
    <span class="n">ax1</span><span class="o">.</span><span class="n">set_ylim</span><span class="p">(</span><span class="o">-</span><span class="mf">0.06</span><span class="p">,</span><span class="mf">0.6</span><span class="p">)</span>
    <span class="n">ax1</span><span class="o">.</span><span class="n">set_xticks</span><span class="p">([</span><span class="n">x</span><span class="p">])</span>
    <span class="n">ax1</span><span class="o">.</span><span class="n">set_xticklabels</span><span class="p">([</span><span class="s2">&quot;x=</span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">x</span><span class="p">)])</span>
    <span class="n">ax1</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s2">&quot;pdf&quot;</span><span class="p">)</span>
    
    <span class="n">ax2</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">xdata</span><span class="p">,</span> <span class="n">cdf_func</span><span class="p">(</span><span class="n">xdata</span><span class="p">))</span>
    <span class="n">ax2</span><span class="o">.</span><span class="n">vlines</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="n">cdf_func</span><span class="p">(</span><span class="n">x</span><span class="p">),</span> <span class="n">linestyle</span><span class="o">=</span><span class="s2">&quot;dashed&quot;</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.4</span><span class="p">)</span>
    <span class="n">ax2</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">x</span><span class="p">,</span><span class="mi">0</span><span class="p">,</span> <span class="n">s</span><span class="o">=</span><span class="mi">30</span><span class="p">)</span>
    <span class="n">ax2</span><span class="o">.</span><span class="n">axhline</span><span class="p">(</span><span class="n">y</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;k&#39;</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mf">0.5</span><span class="p">)</span>
    <span class="n">ax2</span><span class="o">.</span><span class="n">set_xlim</span><span class="p">(</span><span class="o">-</span><span class="mi">10</span><span class="p">,</span> <span class="mi">10</span><span class="p">)</span>
    <span class="n">ax2</span><span class="o">.</span><span class="n">set_ylim</span><span class="p">(</span><span class="o">-</span><span class="mf">0.1</span><span class="p">,</span><span class="mf">1.1</span><span class="p">)</span>
    <span class="n">ax2</span><span class="o">.</span><span class="n">set_xticks</span><span class="p">([</span><span class="n">x</span><span class="p">])</span>
    <span class="n">ax2</span><span class="o">.</span><span class="n">set_xticklabels</span><span class="p">([</span><span class="s2">&quot;x=</span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">x</span><span class="p">)])</span>
    <span class="n">ax2</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s2">&quot;cdf&quot;</span><span class="p">)</span>
    
    <span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">();</span>
    
<span class="c1"># create interactive variables</span>
<span class="n">x</span> <span class="o">=</span> <span class="n">FloatSlider</span><span class="p">(</span><span class="nb">min</span><span class="o">=-</span><span class="mi">10</span><span class="p">,</span> <span class="nb">max</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span> <span class="n">step</span><span class="o">=</span><span class="mf">0.1</span><span class="p">,</span> <span class="n">value</span><span class="o">=</span><span class="mf">0.6</span><span class="p">,</span> <span class="n">readout_format</span><span class="o">=</span><span class="s1">&#39;&#39;</span><span class="p">)</span>

<span class="c1"># display the interactive plot</span>
<span class="n">interact</span><span class="p">(</span><span class="n">logistic_cdf_pdf</span><span class="p">,</span> <span class="n">x</span><span class="o">=</span><span class="n">x</span><span class="p">);</span>    
        
        
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># nbi:hide_in</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">from</span> <span class="nn">ipywidgets</span> <span class="kn">import</span> <span class="n">interact</span><span class="p">,</span> <span class="n">FloatSlider</span>
<span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;figure.figsize&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="mi">16</span><span class="p">,</span> <span class="mi">5</span><span class="p">)</span>

<span class="n">a</span><span class="o">=</span><span class="mi">0</span>
<span class="n">b</span><span class="o">=</span><span class="mi">1</span>

<span class="k">def</span> <span class="nf">uniform_cdf_pdf</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">a</span><span class="o">=</span><span class="n">a</span><span class="p">,</span> <span class="n">b</span><span class="o">=</span><span class="n">b</span><span class="p">):</span>
    <span class="n">xdata</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="n">a</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="n">b</span><span class="o">+</span><span class="mi">1</span><span class="p">,</span> <span class="mi">1000</span><span class="p">)</span>
    <span class="k">def</span> <span class="nf">cdf_func</span><span class="p">(</span><span class="n">xdata</span><span class="p">):</span>
        <span class="n">f0</span> <span class="o">=</span> <span class="k">lambda</span> <span class="n">y</span><span class="p">:</span> <span class="p">(</span><span class="n">y</span><span class="o">-</span><span class="n">a</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="n">b</span><span class="o">-</span><span class="n">a</span><span class="p">)</span>
        <span class="n">val</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">piecewise</span><span class="p">(</span><span class="n">xdata</span><span class="p">,</span> <span class="p">[</span><span class="n">xdata</span><span class="o">&lt;</span><span class="n">a</span><span class="p">,</span> <span class="p">(</span><span class="n">xdata</span><span class="o">&gt;=</span><span class="n">a</span><span class="p">)</span> <span class="o">&amp;</span> <span class="p">(</span><span class="n">xdata</span><span class="o">&lt;=</span><span class="n">b</span><span class="p">),</span> <span class="n">xdata</span><span class="o">&gt;</span><span class="n">b</span><span class="p">],</span> <span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="n">f0</span><span class="p">,</span> <span class="mi">1</span><span class="p">])</span>
        <span class="k">return</span> <span class="n">val</span>
    <span class="k">def</span> <span class="nf">pdf_func</span><span class="p">(</span><span class="n">y</span><span class="p">):</span>
        <span class="n">val</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">piecewise</span><span class="p">(</span><span class="n">y</span><span class="p">,</span> <span class="p">[</span><span class="n">y</span><span class="o">&lt;</span><span class="n">a</span><span class="p">,</span> <span class="p">(</span><span class="n">y</span><span class="o">&gt;=</span><span class="n">a</span><span class="p">)</span> <span class="o">&amp;</span> <span class="p">(</span><span class="n">y</span><span class="o">&lt;=</span><span class="n">b</span><span class="p">),</span> <span class="n">y</span><span class="o">&gt;</span><span class="n">b</span><span class="p">],</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">0</span><span class="p">])</span>
        <span class="k">return</span> <span class="n">val</span>
    
    <span class="n">fig</span><span class="p">,</span> <span class="p">[</span><span class="n">ax2</span><span class="p">,</span> <span class="n">ax1</span><span class="p">]</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">ax1</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">xdata</span><span class="p">,</span> <span class="n">pdf_func</span><span class="p">(</span><span class="n">xdata</span><span class="p">))</span>
    <span class="n">xshade</span> <span class="o">=</span> <span class="n">xdata</span><span class="p">[</span><span class="n">xdata</span><span class="o">&lt;=</span><span class="n">x</span><span class="p">]</span>
    <span class="n">ax1</span><span class="o">.</span><span class="n">fill_between</span><span class="p">(</span><span class="n">xshade</span><span class="p">,</span> <span class="n">pdf_func</span><span class="p">(</span><span class="n">xshade</span><span class="p">),</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.3</span><span class="p">)</span>
    <span class="n">ax1</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">x</span><span class="p">,</span><span class="mi">0</span><span class="p">,</span> <span class="n">s</span><span class="o">=</span><span class="mi">30</span><span class="p">)</span>
    <span class="n">ax1</span><span class="o">.</span><span class="n">axhline</span><span class="p">(</span><span class="n">y</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;k&#39;</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mf">0.5</span><span class="p">)</span>
    <span class="n">ax1</span><span class="o">.</span><span class="n">set_xlim</span><span class="p">(</span><span class="n">a</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="n">b</span><span class="o">+</span><span class="mi">1</span><span class="p">)</span>
    <span class="n">ax1</span><span class="o">.</span><span class="n">set_ylim</span><span class="p">(</span><span class="o">-</span><span class="mf">0.01</span><span class="p">,</span><span class="mi">1</span><span class="p">)</span>
    <span class="n">ax1</span><span class="o">.</span><span class="n">set_xticks</span><span class="p">([</span><span class="n">a</span><span class="p">,</span> <span class="n">x</span><span class="p">,</span> <span class="n">b</span><span class="p">])</span>
    <span class="n">ax1</span><span class="o">.</span><span class="n">set_xticklabels</span><span class="p">([</span><span class="s2">&quot;a=</span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">a</span><span class="p">),</span> <span class="s2">&quot;x=</span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">x</span><span class="p">),</span> <span class="s2">&quot;b=</span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">b</span><span class="p">)])</span>
    <span class="n">ax1</span><span class="o">.</span><span class="n">set_frame_on</span><span class="p">(</span><span class="kc">False</span><span class="p">)</span>
    <span class="n">ax1</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s2">&quot;pdf&quot;</span><span class="p">)</span>
    
    <span class="n">ax2</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">xdata</span><span class="p">,</span> <span class="n">cdf_func</span><span class="p">(</span><span class="n">xdata</span><span class="p">))</span>
    <span class="n">ax2</span><span class="o">.</span><span class="n">vlines</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="n">cdf_func</span><span class="p">(</span><span class="n">x</span><span class="p">),</span> <span class="n">linestyle</span><span class="o">=</span><span class="s2">&quot;dashed&quot;</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.4</span><span class="p">)</span>
    <span class="n">ax2</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">x</span><span class="p">,</span><span class="mi">0</span><span class="p">,</span> <span class="n">s</span><span class="o">=</span><span class="mi">30</span><span class="p">)</span>
    <span class="n">ax2</span><span class="o">.</span><span class="n">axhline</span><span class="p">(</span><span class="n">y</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;k&#39;</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mf">0.5</span><span class="p">)</span>
    <span class="n">ax2</span><span class="o">.</span><span class="n">set_xlim</span><span class="p">(</span><span class="n">a</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="n">b</span><span class="o">+</span><span class="mi">1</span><span class="p">)</span>
    <span class="n">ax2</span><span class="o">.</span><span class="n">set_ylim</span><span class="p">(</span><span class="o">-</span><span class="mf">0.01</span><span class="p">,</span><span class="mi">1</span><span class="p">)</span>
    <span class="n">ax2</span><span class="o">.</span><span class="n">set_xticks</span><span class="p">([</span><span class="n">a</span><span class="p">,</span> <span class="n">x</span><span class="p">,</span> <span class="n">b</span><span class="p">])</span>
    <span class="n">ax2</span><span class="o">.</span><span class="n">set_xticklabels</span><span class="p">([</span><span class="s2">&quot;a=</span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">a</span><span class="p">),</span> <span class="s2">&quot;x=</span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">x</span><span class="p">),</span> <span class="s2">&quot;b=</span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">b</span><span class="p">)])</span>
    <span class="n">ax2</span><span class="o">.</span><span class="n">set_frame_on</span><span class="p">(</span><span class="kc">False</span><span class="p">)</span>
    <span class="n">ax2</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s2">&quot;cdf&quot;</span><span class="p">)</span>
    
    <span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">();</span>
    
<span class="c1"># create interactive variables</span>
<span class="n">x</span> <span class="o">=</span> <span class="n">FloatSlider</span><span class="p">(</span><span class="nb">min</span><span class="o">=-</span><span class="n">a</span><span class="p">,</span> <span class="nb">max</span><span class="o">=</span><span class="n">b</span><span class="p">,</span> <span class="n">step</span><span class="o">=</span><span class="mf">0.1</span><span class="p">,</span> <span class="n">value</span><span class="o">=</span><span class="mf">0.6</span><span class="p">,</span> <span class="n">readout_format</span><span class="o">=</span><span class="s1">&#39;&#39;</span><span class="p">)</span>

<span class="c1"># display the interactive plot</span>
<span class="n">interact</span><span class="p">(</span><span class="n">uniform_cdf_pdf</span><span class="p">,</span> <span class="n">x</span><span class="o">=</span><span class="n">x</span><span class="p">);</span>    
        
        
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<p>The mean of the uniform distribution is</p>
$$\mu=\frac{a+b}{2}.$$
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># nbi:hide_in</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">from</span> <span class="nn">ipywidgets</span> <span class="kn">import</span> <span class="n">interact</span><span class="p">,</span> <span class="n">FloatSlider</span>
<span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;figure.figsize&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="mi">12</span><span class="p">,</span> <span class="mi">8</span><span class="p">)</span>
<span class="kn">import</span> <span class="nn">matplotlib</span> <span class="k">as</span> <span class="nn">mpl</span>
<span class="n">mpl</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="n">mpl</span><span class="o">.</span><span class="n">rcParamsDefault</span><span class="p">)</span>
<span class="n">lmbd</span> <span class="o">=</span> <span class="mf">0.8</span>
<span class="n">x</span><span class="o">=</span><span class="mi">1</span>

<span class="n">xdata</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="mi">10</span><span class="p">,</span> <span class="mi">1000</span><span class="p">)</span>
<span class="k">def</span> <span class="nf">pdf_func</span><span class="p">(</span><span class="n">xdata</span><span class="p">):</span>
    <span class="n">f1</span> <span class="o">=</span> <span class="k">lambda</span> <span class="n">y</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">exp</span><span class="p">(</span><span class="o">-</span><span class="n">lmbd</span> <span class="o">*</span><span class="p">(</span><span class="n">y</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">y</span><span class="p">))</span><span class="o">/</span><span class="mi">2</span><span class="p">)</span>
    <span class="n">val</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">piecewise</span><span class="p">(</span><span class="n">xdata</span><span class="p">,</span> <span class="p">[</span><span class="n">xdata</span><span class="o">&lt;</span><span class="mi">0</span><span class="p">,</span> <span class="n">xdata</span><span class="o">&gt;=</span><span class="mi">0</span><span class="p">],</span> <span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="n">f1</span><span class="p">])</span>
    <span class="k">return</span> <span class="n">val</span>


<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">xdata</span><span class="p">,</span> <span class="n">pdf_func</span><span class="p">(</span><span class="n">xdata</span><span class="p">))</span>
<span class="n">xshade</span> <span class="o">=</span> <span class="n">xdata</span><span class="p">[</span><span class="n">xdata</span><span class="o">&lt;=</span><span class="n">x</span><span class="p">]</span>
<span class="n">plt</span><span class="o">.</span><span class="n">fill_between</span><span class="p">(</span><span class="n">xshade</span><span class="p">,</span> <span class="n">pdf_func</span><span class="p">(</span><span class="n">xshade</span><span class="p">),</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.2</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">([</span><span class="n">x</span><span class="p">],[</span><span class="s2">&quot;x=</span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">x</span><span class="p">)])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">axhline</span><span class="p">(</span><span class="n">y</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;k&#39;</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mf">0.5</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">box</span><span class="p">(</span><span class="n">on</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">figtext</span><span class="p">(</span><span class="mf">0.5</span><span class="p">,</span><span class="mf">0.5</span><span class="p">,</span> <span class="sa">r</span><span class="s2">&quot; $\lambda=$</span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">lmbd</span><span class="p">),</span> <span class="n">ha</span><span class="o">=</span><span class="s2">&quot;left&quot;</span><span class="p">,</span> <span class="n">va</span><span class="o">=</span><span class="s2">&quot;top&quot;</span><span class="p">,</span>
            <span class="n">backgroundcolor</span><span class="o">=</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="mi">1</span><span class="p">,</span> <span class="mf">0.15</span><span class="p">),</span> <span class="n">fontsize</span><span class="o">=</span><span class="s2">&quot;large&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">();</span>
    
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
"
>
</div>

</div>

</div>
</div>

  </div>

  
  <div class="nbinteract-hide_in
      cell border-box-sizing code_cell rendered">
    <div class="input">

<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># nbi:hide_in</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">from</span> <span class="nn">scipy.special</span> <span class="kn">import</span> <span class="n">gamma</span> 
<span class="kn">from</span> <span class="nn">ipywidgets</span> <span class="kn">import</span> <span class="n">interact</span><span class="p">,</span> <span class="n">FloatSlider</span>
<span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;figure.figsize&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="mi">12</span><span class="p">,</span> <span class="mi">8</span><span class="p">)</span>
<span class="kn">import</span> <span class="nn">matplotlib</span> <span class="k">as</span> <span class="nn">mpl</span>
<span class="n">mpl</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="n">mpl</span><span class="o">.</span><span class="n">rcParamsDefault</span><span class="p">)</span>

<span class="n">Alpha</span> <span class="o">=</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mf">1.5</span><span class="p">,</span>  <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">]</span>
<span class="n">Theta</span> <span class="o">=</span> <span class="p">[</span><span class="mf">3.5</span><span class="p">,</span> <span class="mf">3.5</span><span class="p">,</span> <span class="mf">3.5</span><span class="p">,</span> <span class="mf">3.5</span> <span class="p">]</span>

<span class="k">def</span> <span class="nf">pdf_func</span><span class="p">(</span><span class="n">xdata</span><span class="p">,</span> <span class="n">alpha</span><span class="p">,</span> <span class="n">theta</span><span class="p">):</span>
    <span class="n">f1</span> <span class="o">=</span> <span class="k">lambda</span> <span class="n">y</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">power</span><span class="p">(</span><span class="n">y</span><span class="p">,</span> <span class="n">alpha</span><span class="o">-</span><span class="mi">1</span><span class="p">)</span><span class="o">*</span><span class="n">np</span><span class="o">.</span><span class="n">exp</span><span class="p">(</span><span class="o">-</span><span class="n">y</span><span class="o">/</span><span class="mi">2</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">power</span><span class="p">(</span><span class="n">theta</span><span class="p">,</span><span class="n">alpha</span><span class="p">)</span><span class="o">*</span><span class="n">gamma</span><span class="p">(</span><span class="n">alpha</span><span class="p">))</span>
    <span class="n">val</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">piecewise</span><span class="p">(</span><span class="n">xdata</span><span class="p">,</span> <span class="p">[</span><span class="n">xdata</span><span class="o">&lt;</span><span class="mi">0</span><span class="p">,</span> <span class="n">xdata</span><span class="o">&gt;=</span><span class="mi">0</span><span class="p">],</span> <span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="n">f1</span><span class="p">])</span>
    <span class="k">return</span> <span class="n">val</span>

<span class="n">fix</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="k">def</span> <span class="nf">pplot_gamma</span><span class="p">(</span><span class="n">theta</span><span class="p">,</span> <span class="n">alpha</span><span class="p">,</span> <span class="n">ax</span><span class="p">):</span>
    <span class="n">xdata</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="mi">20</span><span class="p">,</span> <span class="mi">1000</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">xdata</span><span class="p">,</span> <span class="n">pdf_func</span><span class="p">(</span><span class="n">xdata</span><span class="p">,</span> <span class="n">alpha</span><span class="p">,</span> <span class="n">theta</span><span class="p">),</span> <span class="n">label</span><span class="o">=</span><span class="sa">r</span><span class="s2">&quot;$\theta=$</span><span class="si">{}</span><span class="s2">, $\alpha=$</span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">theta</span><span class="p">,</span> <span class="n">alpha</span><span class="p">))</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">axhline</span><span class="p">(</span><span class="n">y</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;k&#39;</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mf">0.5</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">set_frame_on</span><span class="p">(</span><span class="kc">False</span><span class="p">)</span>


<span class="k">for</span> <span class="n">t</span><span class="p">,</span><span class="n">a</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">Theta</span><span class="p">,</span> <span class="n">Alpha</span><span class="p">):</span>
    <span class="n">pplot_gamma</span><span class="p">(</span><span class="n">t</span><span class="p">,</span> <span class="n">a</span><span class="p">,</span> <span class="n">ax</span><span class="p">)</span>
  
<span class="n">ax</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s2">&quot;pdf of Gamma distribution&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">()</span>  
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">();</span>
</pre></div>

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  <div class="nbinteract-hide_in
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># nbi:hide_in</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">from</span> <span class="nn">scipy.special</span> <span class="kn">import</span> <span class="n">gamma</span> 
<span class="kn">from</span> <span class="nn">ipywidgets</span> <span class="kn">import</span> <span class="n">interact</span><span class="p">,</span> <span class="n">FloatSlider</span>
<span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;figure.figsize&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="mi">12</span><span class="p">,</span> <span class="mi">8</span><span class="p">)</span>
<span class="kn">import</span> <span class="nn">matplotlib</span> <span class="k">as</span> <span class="nn">mpl</span>
<span class="n">mpl</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="n">mpl</span><span class="o">.</span><span class="n">rcParamsDefault</span><span class="p">)</span>

<span class="n">r_values</span> <span class="o">=</span> <span class="p">[</span><span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">4</span><span class="p">,</span> <span class="mi">5</span><span class="p">,</span> <span class="mi">10</span><span class="p">]</span>

<span class="k">def</span> <span class="nf">pdf_func</span><span class="p">(</span><span class="n">xdata</span><span class="p">,</span> <span class="n">alpha</span><span class="p">,</span> <span class="n">theta</span><span class="p">):</span>
    <span class="n">f1</span> <span class="o">=</span> <span class="k">lambda</span> <span class="n">y</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">power</span><span class="p">(</span><span class="n">y</span><span class="p">,</span> <span class="n">alpha</span><span class="o">-</span><span class="mi">1</span><span class="p">)</span><span class="o">*</span><span class="n">np</span><span class="o">.</span><span class="n">exp</span><span class="p">(</span><span class="o">-</span><span class="n">y</span><span class="o">/</span><span class="mi">2</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">power</span><span class="p">(</span><span class="n">theta</span><span class="p">,</span><span class="n">alpha</span><span class="p">)</span><span class="o">*</span><span class="n">gamma</span><span class="p">(</span><span class="n">alpha</span><span class="p">))</span>
    <span class="n">val</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">piecewise</span><span class="p">(</span><span class="n">xdata</span><span class="p">,</span> <span class="p">[</span><span class="n">xdata</span><span class="o">&lt;</span><span class="mi">0</span><span class="p">,</span> <span class="n">xdata</span><span class="o">&gt;=</span><span class="mi">0</span><span class="p">],</span> <span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="n">f1</span><span class="p">])</span>
    <span class="k">return</span> <span class="n">val</span>

<span class="n">fix</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="k">def</span> <span class="nf">pplot_chi</span><span class="p">(</span><span class="n">r</span><span class="p">):</span>
    <span class="n">alpha</span> <span class="o">=</span> <span class="n">r</span><span class="o">/</span><span class="mi">2</span>
    <span class="n">xdata</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="mi">30</span><span class="p">,</span> <span class="mi">1000</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">xdata</span><span class="p">,</span> <span class="n">pdf_func</span><span class="p">(</span><span class="n">xdata</span><span class="p">,</span> <span class="n">alpha</span><span class="p">,</span> <span class="n">theta</span><span class="o">=</span><span class="mi">2</span><span class="p">),</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;r=</span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">r</span><span class="p">))</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">axhline</span><span class="p">(</span><span class="n">y</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;k&#39;</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mf">0.5</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">set_frame_on</span><span class="p">(</span><span class="kc">False</span><span class="p">)</span>


<span class="k">for</span> <span class="n">r</span> <span class="ow">in</span> <span class="n">r_values</span><span class="p">:</span>
    <span class="n">pplot_chi</span><span class="p">(</span><span class="n">r</span><span class="p">)</span>
  
<span class="n">ax</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="sa">r</span><span class="s2">&quot;pdf of $\chi^2$ distribution&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">()</span>  
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">();</span>
</pre></div>

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

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<div class="output">


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<div class="output_png output_subarea ">
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># nbi:hide_in</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">from</span> <span class="nn">scipy.special</span> <span class="kn">import</span> <span class="n">gamma</span> 
<span class="kn">from</span> <span class="nn">ipywidgets</span> <span class="kn">import</span> <span class="n">interact</span><span class="p">,</span> <span class="n">FloatSlider</span>
<span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;figure.figsize&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="mi">12</span><span class="p">,</span> <span class="mi">8</span><span class="p">)</span>
<span class="kn">import</span> <span class="nn">matplotlib</span> <span class="k">as</span> <span class="nn">mpl</span>
<span class="n">mpl</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="n">mpl</span><span class="o">.</span><span class="n">rcParamsDefault</span><span class="p">)</span>

<span class="n">Mu</span> <span class="o">=</span> <span class="p">[</span><span class="mi">0</span><span class="p">,</span>  <span class="o">-</span><span class="mi">15</span><span class="p">,</span> <span class="mi">10</span><span class="p">]</span>
<span class="n">Sigma</span> <span class="o">=</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">7</span><span class="p">,</span> <span class="mi">5</span> <span class="p">]</span>

<span class="k">def</span> <span class="nf">pdf_func</span><span class="p">(</span><span class="n">xdata</span><span class="p">,</span> <span class="n">mu</span><span class="p">,</span> <span class="n">sigma</span><span class="p">):</span>
    <span class="n">val</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">exp</span><span class="p">(</span><span class="o">-</span><span class="n">np</span><span class="o">.</span><span class="n">power</span><span class="p">(</span><span class="n">xdata</span><span class="o">-</span><span class="n">mu</span><span class="p">,</span><span class="mi">2</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="mi">2</span><span class="o">*</span><span class="n">sigma</span><span class="o">**</span><span class="mi">2</span><span class="p">))</span><span class="o">/</span><span class="p">(</span><span class="n">sigma</span> <span class="o">*</span><span class="n">np</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="mi">2</span><span class="o">*</span><span class="n">np</span><span class="o">.</span><span class="n">pi</span><span class="p">))</span>
    <span class="k">return</span> <span class="n">val</span>

<span class="n">fix</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="k">def</span> <span class="nf">pplot_gamma</span><span class="p">(</span><span class="n">mu</span><span class="p">,</span> <span class="n">sigma</span><span class="p">,</span> <span class="n">ax</span><span class="p">):</span>
    <span class="n">xdata</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="o">-</span><span class="mi">40</span><span class="p">,</span> <span class="mi">40</span><span class="p">,</span> <span class="mi">1000</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">xdata</span><span class="p">,</span> <span class="n">pdf_func</span><span class="p">(</span><span class="n">xdata</span><span class="p">,</span> <span class="n">mu</span><span class="p">,</span> <span class="n">sigma</span><span class="p">),</span> <span class="n">label</span><span class="o">=</span><span class="sa">r</span><span class="s2">&quot;$\mu=$</span><span class="si">{}</span><span class="s2">,   $\sigma=$</span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">mu</span><span class="p">,</span> <span class="n">sigma</span><span class="p">))</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">axhline</span><span class="p">(</span><span class="n">y</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;k&#39;</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mf">0.5</span><span class="p">)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">set_frame_on</span><span class="p">(</span><span class="kc">False</span><span class="p">)</span>


<span class="k">for</span> <span class="n">mu</span><span class="p">,</span><span class="n">sigma</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">Mu</span><span class="p">,</span> <span class="n">Sigma</span><span class="p">):</span>
    <span class="n">pplot_gamma</span><span class="p">(</span><span class="n">mu</span><span class="p">,</span> <span class="n">sigma</span><span class="p">,</span> <span class="n">ax</span><span class="p">)</span>
  
<span class="n">ax</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s2">&quot;pdf of normal distribution&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">(</span><span class="n">Mu</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">()</span>  
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">();</span>
</pre></div>

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>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># nbi:hide_in</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
<span class="kn">from</span> <span class="nn">scipy.special</span> <span class="kn">import</span> <span class="n">gamma</span> 
<span class="kn">from</span> <span class="nn">ipywidgets</span> <span class="kn">import</span> <span class="n">interact</span><span class="p">,</span> <span class="n">FloatSlider</span>
<span class="n">plt</span><span class="o">.</span><span class="n">rcParams</span><span class="p">[</span><span class="s1">&#39;figure.figsize&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="mi">12</span><span class="p">,</span> <span class="mi">8</span><span class="p">)</span>
<span class="kn">import</span> <span class="nn">matplotlib</span> <span class="k">as</span> <span class="nn">mpl</span>
<span class="n">mpl</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="n">mpl</span><span class="o">.</span><span class="n">rcParamsDefault</span><span class="p">)</span>

<span class="n">mu</span><span class="o">=</span><span class="mi">0</span>
<span class="n">sigma</span> <span class="o">=</span><span class="mi">1</span>
<span class="n">alpha</span> <span class="o">=</span> <span class="mf">0.05</span>
<span class="n">z</span>  <span class="o">=</span> <span class="mf">1.645</span>

<span class="k">def</span> <span class="nf">pdf_func</span><span class="p">(</span><span class="n">xdata</span><span class="p">,</span> <span class="n">mu</span><span class="p">,</span> <span class="n">sigma</span><span class="p">):</span>
    <span class="n">val</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">exp</span><span class="p">(</span><span class="o">-</span><span class="n">np</span><span class="o">.</span><span class="n">power</span><span class="p">(</span><span class="n">xdata</span><span class="o">-</span><span class="n">mu</span><span class="p">,</span><span class="mi">2</span><span class="p">)</span><span class="o">/</span><span class="p">(</span><span class="mi">2</span><span class="o">*</span><span class="n">sigma</span><span class="o">**</span><span class="mi">2</span><span class="p">))</span><span class="o">/</span><span class="p">(</span><span class="n">sigma</span> <span class="o">*</span><span class="n">np</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="mi">2</span><span class="o">*</span><span class="n">np</span><span class="o">.</span><span class="n">pi</span><span class="p">))</span>
    <span class="k">return</span> <span class="n">val</span>

<span class="n">fix</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="k">def</span> <span class="nf">pplot_gamma</span><span class="p">(</span><span class="n">mu</span><span class="p">,</span> <span class="n">sigma</span><span class="p">,</span> <span class="n">ax</span><span class="p">,</span> <span class="n">z</span><span class="p">):</span>
    <span class="n">xdata</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</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="mi">1000</span><span class="p">)</span>
    <span class="n">xshade</span> <span class="o">=</span> <span class="n">xdata</span><span class="p">[</span><span class="n">xdata</span><span class="o">-</span><span class="n">mu</span><span class="o">/</span><span class="n">sigma</span><span class="o">&gt;=-</span><span class="n">z</span><span class="p">]</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">fill_between</span><span class="p">(</span><span class="n">xshade</span><span class="p">,</span> <span class="n">pdf_func</span><span class="p">(</span><span class="n">xshade</span><span class="p">,</span> <span class="n">mu</span><span class="p">,</span> <span class="n">sigma</span><span class="p">),</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.3</span> <span class="p">)</span>
    <span class="c1">#xshade = xdata[xdata-mu/sigma&lt;=-z]</span>
    <span class="c1">#ax.fill_between(xshade, pdf_func(xshade, mu, sigma), alpha=0.3, color=&quot;blue&quot;)</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">xdata</span><span class="p">,</span> <span class="n">pdf_func</span><span class="p">(</span><span class="n">xdata</span><span class="p">,</span> <span class="n">mu</span><span class="p">,</span> <span class="n">sigma</span><span class="p">),</span> <span class="n">label</span><span class="o">=</span><span class="sa">r</span><span class="s2">&quot;$\mu=$</span><span class="si">{}</span><span class="s2">,   $\sigma=$</span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">mu</span><span class="p">,</span> <span class="n">sigma</span><span class="p">))</span>
    <span class="n">ax</span><span class="o">.</span><span class="n">axhline</span><span class="p">(</span><span class="n">y</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">color</span><span class="o">=</span><span class="s1">&#39;k&#39;</span><span class="p">,</span> <span class="n">linewidth</span><span class="o">=</span><span class="mf">0.5</span><span class="p">)</span>


<span class="n">pplot_gamma</span><span class="p">(</span><span class="n">mu</span><span class="p">,</span> <span class="n">sigma</span><span class="p">,</span> <span class="n">ax</span><span class="p">,</span> <span class="n">z</span><span class="p">)</span>
  
<span class="n">ax</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s2">&quot;pdf of standard normal distribution&quot;</span><span class="p">)</span>
<span class="n">plt</span><span class="o">.</span><span class="n">xticks</span><span class="p">([</span><span class="o">-</span><span class="mi">4</span><span class="p">,</span><span class="mi">0</span><span class="p">,</span><span class="mi">4</span><span class="p">])</span>
<span class="n">plt</span><span class="o">.</span><span class="n">legend</span><span class="p">()</span>  
<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">();</span>
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
"
>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># # nbi:hide_in</span>


<span class="c1">##### These are for the homeworkproblems #####</span>


<span class="c1"># import matplotlib.pyplot as plt</span>
<span class="c1"># import numpy as np</span>
<span class="c1"># from ipywidgets import interact, FloatSlider</span>
<span class="c1"># plt.rcParams[&#39;figure.figsize&#39;] = (12, 8)</span>
<span class="c1"># import matplotlib as mpl</span>
<span class="c1"># mpl.rcParams.update(mpl.rcParamsDefault)</span>
<span class="c1"># lmbd = 0.8</span>
<span class="c1"># x=1</span>

<span class="c1"># xdata = np.linspace(-1, 10, 1000)</span>
<span class="c1"># def pdf_func(xdata):</span>
<span class="c1">#     f1 = lambda y: np.exp(-lmbd *(y + np.abs(y))/2)</span>
<span class="c1">#     val = np.piecewise(xdata, [xdata&lt;0, xdata&gt;=0], [0, f1])</span>
<span class="c1">#     return val</span>


<span class="c1"># plt.plot(xdata, pdf_func(xdata))</span>
<span class="c1"># xshade = xdata[xdata&lt;=x]</span>
<span class="c1"># plt.fill_between(xshade, pdf_func(xshade), alpha=0.2)</span>
<span class="c1"># plt.xticks([x],[&quot;x={}&quot;.format(x)])</span>
<span class="c1"># plt.axhline(y=0, color=&#39;k&#39;, linewidth=0.5)</span>
<span class="c1"># plt.box(on=None)</span>
<span class="c1"># plt.figtext(0.5,0.5, r&quot; $\lambda=${}&quot;.format(lmbd), ha=&quot;left&quot;, va=&quot;top&quot;,</span>
<span class="c1">#             backgroundcolor=(0.1, 0.1, 1, 0.15), fontsize=&quot;large&quot;)</span>
<span class="c1"># plt.show();</span>
    
</pre></div>

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      cell border-box-sizing code_cell rendered">
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    <div class="input_area">
<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># # nbi:hide_in</span>
<span class="c1"># import matplotlib.pyplot as plt</span>
<span class="c1"># import numpy as np</span>
<span class="c1"># from ipywidgets import interact, FloatSlider</span>
<span class="c1"># plt.rcParams[&#39;figure.figsize&#39;] = (12, 8)</span>
<span class="c1"># import matplotlib as mpl</span>
<span class="c1"># mpl.rcParams.update(mpl.rcParamsDefault)</span>
<span class="c1"># lmbd = 0.8</span>
<span class="c1"># x=1</span>

<span class="c1"># xdata = np.linspace(-1, 3, 1000)</span>
<span class="c1"># def pdf_func(xdata):</span>
<span class="c1">#     f1 = lambda y: np.power(y,4)/16</span>
<span class="c1">#     val = np.piecewise(xdata, [xdata&lt;0, (xdata&gt;=0) &amp; (xdata&lt;=2), xdata&gt;=2], [0, f1, 1])</span>
<span class="c1">#     return val</span>


<span class="c1"># plt.plot(xdata, pdf_func(xdata))</span>
<span class="c1"># xshade = xdata[xdata&lt;=x]</span>
<span class="c1"># plt.axhline(y=0, color=&#39;k&#39;, linewidth=0.5)</span>
<span class="c1"># plt.title(&quot;cdf&quot;)</span>
<span class="c1"># plt.show();</span>
    
</pre></div>

    </div>
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      cell border-box-sizing code_cell rendered">
    <div class="input">

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># # nbi:hide_in</span>
<span class="c1"># import matplotlib.pyplot as plt</span>
<span class="c1"># import numpy as np</span>
<span class="c1"># from ipywidgets import interact, FloatSlider</span>
<span class="c1"># plt.rcParams[&#39;figure.figsize&#39;] = (12, 8)</span>
<span class="c1"># import matplotlib as mpl</span>
<span class="c1"># mpl.rcParams.update(mpl.rcParamsDefault)</span>
<span class="c1"># lmbd = 0.8</span>
<span class="c1"># x=1</span>

<span class="c1"># xdata = np.linspace(-1, 3, 1000)</span>
<span class="c1"># def pdf_func(xdata):</span>
<span class="c1">#     f1 = lambda y: np.power(y,3)/4</span>
<span class="c1">#     val = np.piecewise(xdata, [xdata&lt;0, (xdata&gt;=0) &amp; (xdata&lt;=2), xdata&gt;=2], [0, f1, 0])</span>
<span class="c1">#     return val</span>


<span class="c1"># plt.plot(xdata, pdf_func(xdata))</span>
<span class="c1"># xshade = xdata[xdata&lt;=x]</span>
<span class="c1"># plt.axhline(y=0, color=&#39;k&#39;, linewidth=0.5)</span>
<span class="c1"># plt.title(&quot;pdf&quot;)</span>
<span class="c1"># plt.show();</span>
    
</pre></div>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># # nbi:hide_in</span>
<span class="c1"># import matplotlib.pyplot as plt</span>
<span class="c1"># import numpy as np</span>
<span class="c1"># from ipywidgets import interact, FloatSlider</span>
<span class="c1"># plt.rcParams[&#39;figure.figsize&#39;] = (12, 8)</span>
<span class="c1"># import matplotlib as mpl</span>
<span class="c1"># mpl.rcParams.update(mpl.rcParamsDefault)</span>


<span class="c1"># xdata = np.linspace(-3,3, 1000)</span>
<span class="c1"># def pdf_func(xdata):</span>
<span class="c1">#     f1 = lambda y: np.power(y,3)/16+0.5</span>
<span class="c1">#     val = np.piecewise(xdata, [xdata&lt;-2, (xdata&gt;=-2) &amp; (xdata&lt;=2), xdata&gt;=2], [0, f1, 1])</span>
<span class="c1">#     return val</span>


<span class="c1"># plt.plot(xdata, pdf_func(xdata))</span>
<span class="c1"># xshade = xdata[xdata&lt;=x]</span>
<span class="c1"># plt.axhline(y=0, color=&#39;k&#39;, linewidth=0.5)</span>
<span class="c1"># plt.title(&quot;cdf&quot;)</span>
<span class="c1"># plt.show();</span>
</pre></div>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># # nbi:hide_in</span>
<span class="c1"># import matplotlib.pyplot as plt</span>
<span class="c1"># import numpy as np</span>
<span class="c1"># from ipywidgets import interact, FloatSlider</span>
<span class="c1"># plt.rcParams[&#39;figure.figsize&#39;] = (12, 8)</span>
<span class="c1"># import matplotlib as mpl</span>
<span class="c1"># mpl.rcParams.update(mpl.rcParamsDefault)</span>
<span class="c1"># lmbd = 0.8</span>
<span class="c1"># x=1</span>

<span class="c1"># xdata = np.linspace(-3, 3, 1000)</span>
<span class="c1"># def pdf_func(xdata):</span>
<span class="c1">#     f1 = lambda y: np.power(y,2)/16</span>
<span class="c1">#     val = np.piecewise(xdata, [xdata&lt;-2, (xdata&gt;=-2) &amp; (xdata&lt;=2), xdata&gt;=2], [0, f1, 0])</span>
<span class="c1">#     return val</span>


<span class="c1"># plt.plot(xdata, pdf_func(xdata))</span>
<span class="c1"># xshade = xdata[xdata&lt;=x]</span>
<span class="c1"># plt.axhline(y=0, color=&#39;k&#39;, linewidth=0.5)</span>
<span class="c1"># plt.title(&quot;pdf&quot;)</span>
<span class="c1"># plt.show();</span>
    
</pre></div>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># # nbi:hide_in</span>
<span class="c1"># import matplotlib.pyplot as plt</span>
<span class="c1"># import numpy as np</span>
<span class="c1"># from ipywidgets import interact, FloatSlider</span>
<span class="c1"># plt.rcParams[&#39;figure.figsize&#39;] = (12, 8)</span>
<span class="c1"># import matplotlib as mpl</span>
<span class="c1"># mpl.rcParams.update(mpl.rcParamsDefault)</span>
<span class="c1"># lmbd = 0.8</span>
<span class="c1"># x=1</span>

<span class="c1"># xdata = np.linspace(-1, 2, 1001)</span>
<span class="c1"># def pdf_func(xdata):</span>
<span class="c1">#     f1 = lambda y: np.power(y,0.5)</span>
<span class="c1">#     val = np.piecewise(xdata, [xdata&lt;0, (xdata&gt;=0) &amp; (xdata&lt;=1), xdata&gt;=1], [0, f1, 1])</span>
<span class="c1">#     return val</span>


<span class="c1"># plt.plot(xdata, pdf_func(xdata))</span>
<span class="c1"># xshade = xdata[xdata&lt;=x]</span>
<span class="c1"># plt.axhline(y=0, color=&#39;k&#39;, linewidth=0.5)</span>
<span class="c1"># plt.title(&quot;cdf&quot;)</span>
<span class="c1"># plt.show();</span>
    
</pre></div>

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  <div class="nbinteract-hide_in
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># # nbi:hide_in</span>
<span class="c1"># import matplotlib.pyplot as plt</span>
<span class="c1"># import numpy as np</span>
<span class="c1"># from ipywidgets import interact, FloatSlider</span>
<span class="c1"># plt.rcParams[&#39;figure.figsize&#39;] = (12, 8)</span>
<span class="c1"># import matplotlib as mpl</span>
<span class="c1"># mpl.rcParams.update(mpl.rcParamsDefault)</span>
<span class="c1"># lmbd = 0.8</span>
<span class="c1"># x=1</span>

<span class="c1"># xdata = np.linspace(-1, 2, 1001)</span>
<span class="c1"># def pdf_func(xdata):</span>
<span class="c1">#     f1 = lambda y: np.reciprocal(np.power(y,0.5))/2</span>
<span class="c1">#     val = np.piecewise(xdata, [xdata&lt;0, (xdata&gt;=0) &amp; (xdata&lt;=1), xdata&gt;=1], [0, f1, 0])</span>
<span class="c1">#     return val</span>


<span class="c1"># plt.plot(xdata, pdf_func(xdata))</span>
<span class="c1"># xshade = xdata[xdata&lt;=x]</span>
<span class="c1"># plt.axhline(y=0, color=&#39;k&#39;, linewidth=0.5)</span>
<span class="c1"># plt.title(&quot;pdf&quot;)</span>
<span class="c1"># plt.show();</span>
</pre></div>

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

  </div>

  
  <div class="nbinteract-hide_in
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    <div class="input">

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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># # nbi:hide_in</span>
<span class="c1"># import matplotlib.pyplot as plt</span>
<span class="c1"># import numpy as np</span>
<span class="c1"># from ipywidgets import interact, FloatSlider</span>
<span class="c1"># plt.rcParams[&#39;figure.figsize&#39;] = (12, 8)</span>
<span class="c1"># import matplotlib as mpl</span>
<span class="c1"># mpl.rcParams.update(mpl.rcParamsDefault)</span>
<span class="c1"># lmbd = 0.8</span>
<span class="c1"># x=1</span>

<span class="c1"># xdata = np.linspace(-1, 3, 1001)</span>
<span class="c1"># def cdf_func(xdata):</span>
<span class="c1">#     f1 = lambda y: np.power(y,2)/4</span>
<span class="c1">#     f2 = lambda y: (y+1)/4</span>
<span class="c1">#     val = np.piecewise(xdata, [xdata&lt;0, (xdata&gt;=0) &amp; (xdata&lt;1),(xdata&gt;=1) &amp; (xdata&lt;2), xdata&gt;=2], [0, f1, f2, 1])</span>
<span class="c1">#     return val</span>


<span class="c1"># plt.plot(xdata, cdf_func(xdata))</span>
<span class="c1"># xshade = xdata[xdata&lt;=x]</span>
<span class="c1"># plt.axhline(y=0, color=&#39;k&#39;, linewidth=0.5)</span>
<span class="c1"># plt.title(&quot;cdf&quot;)</span>
<span class="c1"># plt.show();</span>
</pre></div>

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  </div>

  
  <div class="nbinteract-hide_in
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<div class=" highlight hl-ipython3"><pre><span></span><span class="c1"># # nbi:hide_in</span>
<span class="c1"># import matplotlib.pyplot as plt</span>
<span class="c1"># import numpy as np</span>
<span class="c1"># from ipywidgets import interact, FloatSlider</span>
<span class="c1"># plt.rcParams[&#39;figure.figsize&#39;] = (12, 8)</span>
<span class="c1"># import matplotlib as mpl</span>
<span class="c1"># mpl.rcParams.update(mpl.rcParamsDefault)</span>
<span class="c1"># lmbd = 0.8</span>
<span class="c1"># x=1</span>

<span class="c1"># xdata = np.linspace(-2, 7, 1001)</span>
<span class="c1"># def cdf_func1(xdata):</span>
<span class="c1">#     f = lambda y: y</span>
<span class="c1">#     val = np.piecewise(xdata, [xdata&lt;0, (xdata&gt;=0) &amp; (xdata&lt;1), xdata&gt;=1], [0, f, 1])</span>
<span class="c1">#     return val</span>

<span class="c1"># def cdf_func2(xdata):</span>
<span class="c1">#     val = np.piecewise(xdata, [xdata&lt;1, (xdata&gt;=1) &amp; (xdata&lt;3),(xdata&gt;=3) &amp; (xdata&lt;5), xdata&gt;=5], [0, 1/3, 2/3, 1])</span>
<span class="c1">#     return val</span>

<span class="c1"># plt.plot(xdata, cdf_func1(xdata)/2+cdf_func2(xdata)/2)</span>
<span class="c1"># xshade = xdata[xdata&lt;=x]</span>
<span class="c1"># plt.axhline(y=0, color=&#39;k&#39;, linewidth=0.5)</span>
<span class="c1"># plt.title(&quot;cdf&quot;)</span>
<span class="c1"># plt.show();</span>
</pre></div>

    </div>
</div>
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