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

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

<style type="text/css">
    /*!
*
* Twitter Bootstrap
*
*/
/*!
 * Bootstrap v3.3.6 (http://getbootstrap.com)
 * Copyright 2011-2015 Twitter, Inc.
 * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
 */
/*! normalize.css v3.0.3 | MIT License | github.com/necolas/normalize.css */
html {
  font-family: sans-serif;
  -ms-text-size-adjust: 100%;
  -webkit-text-size-adjust: 100%;
}
body {
  margin: 0;
}
article,
aside,
details,
figcaption,
figure,
footer,
header,
hgroup,
main,
menu,
nav,
section,
summary {
  display: block;
}
audio,
canvas,
progress,
video {
  display: inline-block;
  vertical-align: baseline;
}
audio:not([controls]) {
  display: none;
  height: 0;
}
[hidden],
template {
  display: none;
}
a {
  background-color: transparent;
}
a:active,
a:hover {
  outline: 0;
}
abbr[title] {
  border-bottom: 1px dotted;
}
b,
strong {
  font-weight: bold;
}
dfn {
  font-style: italic;
}
h1 {
  font-size: 2em;
  margin: 0.67em 0;
}
mark {
  background: #ff0;
  color: #000;
}
small {
  font-size: 80%;
}
sub,
sup {
  font-size: 75%;
  line-height: 0;
  position: relative;
  vertical-align: baseline;
}
sup {
  top: -0.5em;
}
sub {
  bottom: -0.25em;
}
img {
  border: 0;
}
svg:not(:root) {
  overflow: hidden;
}
figure {
  margin: 1em 40px;
}
hr {
  box-sizing: content-box;
  height: 0;
}
pre {
  overflow: auto;
}
code,
kbd,
pre,
samp {
  font-family: monospace, monospace;
  font-size: 1em;
}
button,
input,
optgroup,
select,
textarea {
  color: inherit;
  font: inherit;
  margin: 0;
}
button {
  overflow: visible;
}
button,
select {
  text-transform: none;
}
button,
html input[type="button"],
input[type="reset"],
input[type="submit"] {
  -webkit-appearance: button;
  cursor: pointer;
}
button[disabled],
html input[disabled] {
  cursor: default;
}
button::-moz-focus-inner,
input::-moz-focus-inner {
  border: 0;
  padding: 0;
}
input {
  line-height: normal;
}
input[type="checkbox"],
input[type="radio"] {
  box-sizing: border-box;
  padding: 0;
}
input[type="number"]::-webkit-inner-spin-button,
input[type="number"]::-webkit-outer-spin-button {
  height: auto;
}
input[type="search"] {
  -webkit-appearance: textfield;
  box-sizing: content-box;
}
input[type="search"]::-webkit-search-cancel-button,
input[type="search"]::-webkit-search-decoration {
  -webkit-appearance: none;
}
fieldset {
  border: 1px solid #c0c0c0;
  margin: 0 2px;
  padding: 0.35em 0.625em 0.75em;
}
legend {
  border: 0;
  padding: 0;
}
textarea {
  overflow: auto;
}
optgroup {
  font-weight: bold;
}
table {
  border-collapse: collapse;
  border-spacing: 0;
}
td,
th {
  padding: 0;
}
/*! Source: https://github.com/h5bp/html5-boilerplate/blob/master/src/css/main.css */
@media print {
  *,
  *:before,
  *:after {
    background: transparent !important;
    color: #000 !important;
    box-shadow: none !important;
    text-shadow: none !important;
  }
  a,
  a:visited {
    text-decoration: underline;
  }
  a[href]:after {
    content: " (" attr(href) ")";
  }
  abbr[title]:after {
    content: " (" attr(title) ")";
  }
  a[href^="#"]:after,
  a[href^="javascript:"]:after {
    content: "";
  }
  pre,
  blockquote {
    border: 1px solid #999;
    page-break-inside: avoid;
  }
  thead {
    display: table-header-group;
  }
  tr,
  img {
    page-break-inside: avoid;
  }
  img {
    max-width: 100% !important;
  }
  p,
  h2,
  h3 {
    orphans: 3;
    widows: 3;
  }
  h2,
  h3 {
    page-break-after: avoid;
  }
  .navbar {
    display: none;
  }
  .btn > .caret,
  .dropup > .btn > .caret {
    border-top-color: #000 !important;
  }
  .label {
    border: 1px solid #000;
  }
  .table {
    border-collapse: collapse !important;
  }
  .table td,
  .table th {
    background-color: #fff !important;
  }
  .table-bordered th,
  .table-bordered td {
    border: 1px solid #ddd !important;
  }
}
@font-face {
  font-family: 'Glyphicons Halflings';
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot');
  src: url('../components/bootstrap/fonts/glyphicons-halflings-regular.eot?#iefix') format('embedded-opentype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff2') format('woff2'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.woff') format('woff'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.ttf') format('truetype'), url('../components/bootstrap/fonts/glyphicons-halflings-regular.svg#glyphicons_halflingsregular') format('svg');
}
.glyphicon {
  position: relative;
  top: 1px;
  display: inline-block;
  font-family: 'Glyphicons Halflings';
  font-style: normal;
  font-weight: normal;
  line-height: 1;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
.glyphicon-asterisk:before {
  content: "\002a";
}
.glyphicon-plus:before {
  content: "\002b";
}
.glyphicon-euro:before,
.glyphicon-eur:before {
  content: "\20ac";
}
.glyphicon-minus:before {
  content: "\2212";
}
.glyphicon-cloud:before {
  content: "\2601";
}
.glyphicon-envelope:before {
  content: "\2709";
}
.glyphicon-pencil:before {
  content: "\270f";
}
.glyphicon-glass:before {
  content: "\e001";
}
.glyphicon-music:before {
  content: "\e002";
}
.glyphicon-search:before {
  content: "\e003";
}
.glyphicon-heart:before {
  content: "\e005";
}
.glyphicon-star:before {
  content: "\e006";
}
.glyphicon-star-empty:before {
  content: "\e007";
}
.glyphicon-user:before {
  content: "\e008";
}
.glyphicon-film:before {
  content: "\e009";
}
.glyphicon-th-large:before {
  content: "\e010";
}
.glyphicon-th:before {
  content: "\e011";
}
.glyphicon-th-list:before {
  content: "\e012";
}
.glyphicon-ok:before {
  content: "\e013";
}
.glyphicon-remove:before {
  content: "\e014";
}
.glyphicon-zoom-in:before {
  content: "\e015";
}
.glyphicon-zoom-out:before {
  content: "\e016";
}
.glyphicon-off:before {
  content: "\e017";
}
.glyphicon-signal:before {
  content: "\e018";
}
.glyphicon-cog:before {
  content: "\e019";
}
.glyphicon-trash:before {
  content: "\e020";
}
.glyphicon-home:before {
  content: "\e021";
}
.glyphicon-file:before {
  content: "\e022";
}
.glyphicon-time:before {
  content: "\e023";
}
.glyphicon-road:before {
  content: "\e024";
}
.glyphicon-download-alt:before {
  content: "\e025";
}
.glyphicon-download:before {
  content: "\e026";
}
.glyphicon-upload:before {
  content: "\e027";
}
.glyphicon-inbox:before {
  content: "\e028";
}
.glyphicon-play-circle:before {
  content: "\e029";
}
.glyphicon-repeat:before {
  content: "\e030";
}
.glyphicon-refresh:before {
  content: "\e031";
}
.glyphicon-list-alt:before {
  content: "\e032";
}
.glyphicon-lock:before {
  content: "\e033";
}
.glyphicon-flag:before {
  content: "\e034";
}
.glyphicon-headphones:before {
  content: "\e035";
}
.glyphicon-volume-off:before {
  content: "\e036";
}
.glyphicon-volume-down:before {
  content: "\e037";
}
.glyphicon-volume-up:before {
  content: "\e038";
}
.glyphicon-qrcode:before {
  content: "\e039";
}
.glyphicon-barcode:before {
  content: "\e040";
}
.glyphicon-tag:before {
  content: "\e041";
}
.glyphicon-tags:before {
  content: "\e042";
}
.glyphicon-book:before {
  content: "\e043";
}
.glyphicon-bookmark:before {
  content: "\e044";
}
.glyphicon-print:before {
  content: "\e045";
}
.glyphicon-camera:before {
  content: "\e046";
}
.glyphicon-font:before {
  content: "\e047";
}
.glyphicon-bold:before {
  content: "\e048";
}
.glyphicon-italic:before {
  content: "\e049";
}
.glyphicon-text-height:before {
  content: "\e050";
}
.glyphicon-text-width:before {
  content: "\e051";
}
.glyphicon-align-left:before {
  content: "\e052";
}
.glyphicon-align-center:before {
  content: "\e053";
}
.glyphicon-align-right:before {
  content: "\e054";
}
.glyphicon-align-justify:before {
  content: "\e055";
}
.glyphicon-list:before {
  content: "\e056";
}
.glyphicon-indent-left:before {
  content: "\e057";
}
.glyphicon-indent-right:before {
  content: "\e058";
}
.glyphicon-facetime-video:before {
  content: "\e059";
}
.glyphicon-picture:before {
  content: "\e060";
}
.glyphicon-map-marker:before {
  content: "\e062";
}
.glyphicon-adjust:before {
  content: "\e063";
}
.glyphicon-tint:before {
  content: "\e064";
}
.glyphicon-edit:before {
  content: "\e065";
}
.glyphicon-share:before {
  content: "\e066";
}
.glyphicon-check:before {
  content: "\e067";
}
.glyphicon-move:before {
  content: "\e068";
}
.glyphicon-step-backward:before {
  content: "\e069";
}
.glyphicon-fast-backward:before {
  content: "\e070";
}
.glyphicon-backward:before {
  content: "\e071";
}
.glyphicon-play:before {
  content: "\e072";
}
.glyphicon-pause:before {
  content: "\e073";
}
.glyphicon-stop:before {
  content: "\e074";
}
.glyphicon-forward:before {
  content: "\e075";
}
.glyphicon-fast-forward:before {
  content: "\e076";
}
.glyphicon-step-forward:before {
  content: "\e077";
}
.glyphicon-eject:before {
  content: "\e078";
}
.glyphicon-chevron-left:before {
  content: "\e079";
}
.glyphicon-chevron-right:before {
  content: "\e080";
}
.glyphicon-plus-sign:before {
  content: "\e081";
}
.glyphicon-minus-sign:before {
  content: "\e082";
}
.glyphicon-remove-sign:before {
  content: "\e083";
}
.glyphicon-ok-sign:before {
  content: "\e084";
}
.glyphicon-question-sign:before {
  content: "\e085";
}
.glyphicon-info-sign:before {
  content: "\e086";
}
.glyphicon-screenshot:before {
  content: "\e087";
}
.glyphicon-remove-circle:before {
  content: "\e088";
}
.glyphicon-ok-circle:before {
  content: "\e089";
}
.glyphicon-ban-circle:before {
  content: "\e090";
}
.glyphicon-arrow-left:before {
  content: "\e091";
}
.glyphicon-arrow-right:before {
  content: "\e092";
}
.glyphicon-arrow-up:before {
  content: "\e093";
}
.glyphicon-arrow-down:before {
  content: "\e094";
}
.glyphicon-share-alt:before {
  content: "\e095";
}
.glyphicon-resize-full:before {
  content: "\e096";
}
.glyphicon-resize-small:before {
  content: "\e097";
}
.glyphicon-exclamation-sign:before {
  content: "\e101";
}
.glyphicon-gift:before {
  content: "\e102";
}
.glyphicon-leaf:before {
  content: "\e103";
}
.glyphicon-fire:before {
  content: "\e104";
}
.glyphicon-eye-open:before {
  content: "\e105";
}
.glyphicon-eye-close:before {
  content: "\e106";
}
.glyphicon-warning-sign:before {
  content: "\e107";
}
.glyphicon-plane:before {
  content: "\e108";
}
.glyphicon-calendar:before {
  content: "\e109";
}
.glyphicon-random:before {
  content: "\e110";
}
.glyphicon-comment:before {
  content: "\e111";
}
.glyphicon-magnet:before {
  content: "\e112";
}
.glyphicon-chevron-up:before {
  content: "\e113";
}
.glyphicon-chevron-down:before {
  content: "\e114";
}
.glyphicon-retweet:before {
  content: "\e115";
}
.glyphicon-shopping-cart:before {
  content: "\e116";
}
.glyphicon-folder-close:before {
  content: "\e117";
}
.glyphicon-folder-open:before {
  content: "\e118";
}
.glyphicon-resize-vertical:before {
  content: "\e119";
}
.glyphicon-resize-horizontal:before {
  content: "\e120";
}
.glyphicon-hdd:before {
  content: "\e121";
}
.glyphicon-bullhorn:before {
  content: "\e122";
}
.glyphicon-bell:before {
  content: "\e123";
}
.glyphicon-certificate:before {
  content: "\e124";
}
.glyphicon-thumbs-up:before {
  content: "\e125";
}
.glyphicon-thumbs-down:before {
  content: "\e126";
}
.glyphicon-hand-right:before {
  content: "\e127";
}
.glyphicon-hand-left:before {
  content: "\e128";
}
.glyphicon-hand-up:before {
  content: "\e129";
}
.glyphicon-hand-down:before {
  content: "\e130";
}
.glyphicon-circle-arrow-right:before {
  content: "\e131";
}
.glyphicon-circle-arrow-left:before {
  content: "\e132";
}
.glyphicon-circle-arrow-up:before {
  content: "\e133";
}
.glyphicon-circle-arrow-down:before {
  content: "\e134";
}
.glyphicon-globe:before {
  content: "\e135";
}
.glyphicon-wrench:before {
  content: "\e136";
}
.glyphicon-tasks:before {
  content: "\e137";
}
.glyphicon-filter:before {
  content: "\e138";
}
.glyphicon-briefcase:before {
  content: "\e139";
}
.glyphicon-fullscreen:before {
  content: "\e140";
}
.glyphicon-dashboard:before {
  content: "\e141";
}
.glyphicon-paperclip:before {
  content: "\e142";
}
.glyphicon-heart-empty:before {
  content: "\e143";
}
.glyphicon-link:before {
  content: "\e144";
}
.glyphicon-phone:before {
  content: "\e145";
}
.glyphicon-pushpin:before {
  content: "\e146";
}
.glyphicon-usd:before {
  content: "\e148";
}
.glyphicon-gbp:before {
  content: "\e149";
}
.glyphicon-sort:before {
  content: "\e150";
}
.glyphicon-sort-by-alphabet:before {
  content: "\e151";
}
.glyphicon-sort-by-alphabet-alt:before {
  content: "\e152";
}
.glyphicon-sort-by-order:before {
  content: "\e153";
}
.glyphicon-sort-by-order-alt:before {
  content: "\e154";
}
.glyphicon-sort-by-attributes:before {
  content: "\e155";
}
.glyphicon-sort-by-attributes-alt:before {
  content: "\e156";
}
.glyphicon-unchecked:before {
  content: "\e157";
}
.glyphicon-expand:before {
  content: "\e158";
}
.glyphicon-collapse-down:before {
  content: "\e159";
}
.glyphicon-collapse-up:before {
  content: "\e160";
}
.glyphicon-log-in:before {
  content: "\e161";
}
.glyphicon-flash:before {
  content: "\e162";
}
.glyphicon-log-out:before {
  content: "\e163";
}
.glyphicon-new-window:before {
  content: "\e164";
}
.glyphicon-record:before {
  content: "\e165";
}
.glyphicon-save:before {
  content: "\e166";
}
.glyphicon-open:before {
  content: "\e167";
}
.glyphicon-saved:before {
  content: "\e168";
}
.glyphicon-import:before {
  content: "\e169";
}
.glyphicon-export:before {
  content: "\e170";
}
.glyphicon-send:before {
  content: "\e171";
}
.glyphicon-floppy-disk:before {
  content: "\e172";
}
.glyphicon-floppy-saved:before {
  content: "\e173";
}
.glyphicon-floppy-remove:before {
  content: "\e174";
}
.glyphicon-floppy-save:before {
  content: "\e175";
}
.glyphicon-floppy-open:before {
  content: "\e176";
}
.glyphicon-credit-card:before {
  content: "\e177";
}
.glyphicon-transfer:before {
  content: "\e178";
}
.glyphicon-cutlery:before {
  content: "\e179";
}
.glyphicon-header:before {
  content: "\e180";
}
.glyphicon-compressed:before {
  content: "\e181";
}
.glyphicon-earphone:before {
  content: "\e182";
}
.glyphicon-phone-alt:before {
  content: "\e183";
}
.glyphicon-tower:before {
  content: "\e184";
}
.glyphicon-stats:before {
  content: "\e185";
}
.glyphicon-sd-video:before {
  content: "\e186";
}
.glyphicon-hd-video:before {
  content: "\e187";
}
.glyphicon-subtitles:before {
  content: "\e188";
}
.glyphicon-sound-stereo:before {
  content: "\e189";
}
.glyphicon-sound-dolby:before {
  content: "\e190";
}
.glyphicon-sound-5-1:before {
  content: "\e191";
}
.glyphicon-sound-6-1:before {
  content: "\e192";
}
.glyphicon-sound-7-1:before {
  content: "\e193";
}
.glyphicon-copyright-mark:before {
  content: "\e194";
}
.glyphicon-registration-mark:before {
  content: "\e195";
}
.glyphicon-cloud-download:before {
  content: "\e197";
}
.glyphicon-cloud-upload:before {
  content: "\e198";
}
.glyphicon-tree-conifer:before {
  content: "\e199";
}
.glyphicon-tree-deciduous:before {
  content: "\e200";
}
.glyphicon-cd:before {
  content: "\e201";
}
.glyphicon-save-file:before {
  content: "\e202";
}
.glyphicon-open-file:before {
  content: "\e203";
}
.glyphicon-level-up:before {
  content: "\e204";
}
.glyphicon-copy:before {
  content: "\e205";
}
.glyphicon-paste:before {
  content: "\e206";
}
.glyphicon-alert:before {
  content: "\e209";
}
.glyphicon-equalizer:before {
  content: "\e210";
}
.glyphicon-king:before {
  content: "\e211";
}
.glyphicon-queen:before {
  content: "\e212";
}
.glyphicon-pawn:before {
  content: "\e213";
}
.glyphicon-bishop:before {
  content: "\e214";
}
.glyphicon-knight:before {
  content: "\e215";
}
.glyphicon-baby-formula:before {
  content: "\e216";
}
.glyphicon-tent:before {
  content: "\26fa";
}
.glyphicon-blackboard:before {
  content: "\e218";
}
.glyphicon-bed:before {
  content: "\e219";
}
.glyphicon-apple:before {
  content: "\f8ff";
}
.glyphicon-erase:before {
  content: "\e221";
}
.glyphicon-hourglass:before {
  content: "\231b";
}
.glyphicon-lamp:before {
  content: "\e223";
}
.glyphicon-duplicate:before {
  content: "\e224";
}
.glyphicon-piggy-bank:before {
  content: "\e225";
}
.glyphicon-scissors:before {
  content: "\e226";
}
.glyphicon-bitcoin:before {
  content: "\e227";
}
.glyphicon-btc:before {
  content: "\e227";
}
.glyphicon-xbt:before {
  content: "\e227";
}
.glyphicon-yen:before {
  content: "\00a5";
}
.glyphicon-jpy:before {
  content: "\00a5";
}
.glyphicon-ruble:before {
  content: "\20bd";
}
.glyphicon-rub:before {
  content: "\20bd";
}
.glyphicon-scale:before {
  content: "\e230";
}
.glyphicon-ice-lolly:before {
  content: "\e231";
}
.glyphicon-ice-lolly-tasted:before {
  content: "\e232";
}
.glyphicon-education:before {
  content: "\e233";
}
.glyphicon-option-horizontal:before {
  content: "\e234";
}
.glyphicon-option-vertical:before {
  content: "\e235";
}
.glyphicon-menu-hamburger:before {
  content: "\e236";
}
.glyphicon-modal-window:before {
  content: "\e237";
}
.glyphicon-oil:before {
  content: "\e238";
}
.glyphicon-grain:before {
  content: "\e239";
}
.glyphicon-sunglasses:before {
  content: "\e240";
}
.glyphicon-text-size:before {
  content: "\e241";
}
.glyphicon-text-color:before {
  content: "\e242";
}
.glyphicon-text-background:before {
  content: "\e243";
}
.glyphicon-object-align-top:before {
  content: "\e244";
}
.glyphicon-object-align-bottom:before {
  content: "\e245";
}
.glyphicon-object-align-horizontal:before {
  content: "\e246";
}
.glyphicon-object-align-left:before {
  content: "\e247";
}
.glyphicon-object-align-vertical:before {
  content: "\e248";
}
.glyphicon-object-align-right:before {
  content: "\e249";
}
.glyphicon-triangle-right:before {
  content: "\e250";
}
.glyphicon-triangle-left:before {
  content: "\e251";
}
.glyphicon-triangle-bottom:before {
  content: "\e252";
}
.glyphicon-triangle-top:before {
  content: "\e253";
}
.glyphicon-console:before {
  content: "\e254";
}
.glyphicon-superscript:before {
  content: "\e255";
}
.glyphicon-subscript:before {
  content: "\e256";
}
.glyphicon-menu-left:before {
  content: "\e257";
}
.glyphicon-menu-right:before {
  content: "\e258";
}
.glyphicon-menu-down:before {
  content: "\e259";
}
.glyphicon-menu-up:before {
  content: "\e260";
}
* {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
*:before,
*:after {
  -webkit-box-sizing: border-box;
  -moz-box-sizing: border-box;
  box-sizing: border-box;
}
html {
  font-size: 10px;
  -webkit-tap-highlight-color: rgba(0, 0, 0, 0);
}
body {
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-size: 13px;
  line-height: 1.42857143;
  color: #000;
  background-color: #fff;
}
input,
button,
select,
textarea {
  font-family: inherit;
  font-size: inherit;
  line-height: inherit;
}
a {
  color: #337ab7;
  text-decoration: none;
}
a:hover,
a:focus {
  color: #23527c;
  text-decoration: underline;
}
a:focus {
  outline: thin dotted;
  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: thin dotted;
  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: thin dotted;
  outline: 5px auto -webkit-focus-ring-color;
  outline-offset: -2px;
}
.btn:hover,
.btn:focus,
.btn.focus {
  color: #333;
  text-decoration: none;
}
.btn:active,
.btn.active {
  outline: 0;
  background-image: none;
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn.disabled,
.btn[disabled],
fieldset[disabled] .btn {
  cursor: not-allowed;
  opacity: 0.65;
  filter: alpha(opacity=65);
  -webkit-box-shadow: none;
  box-shadow: none;
}
a.btn.disabled,
fieldset[disabled] a.btn {
  pointer-events: none;
}
.btn-default {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.btn-default:focus,
.btn-default.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.btn-default:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.btn-default:active:hover,
.btn-default.active:hover,
.open > .dropdown-toggle.btn-default:hover,
.btn-default:active:focus,
.btn-default.active:focus,
.open > .dropdown-toggle.btn-default:focus,
.btn-default:active.focus,
.btn-default.active.focus,
.open > .dropdown-toggle.btn-default.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.btn-default:active,
.btn-default.active,
.open > .dropdown-toggle.btn-default {
  background-image: none;
}
.btn-default.disabled:hover,
.btn-default[disabled]:hover,
fieldset[disabled] .btn-default:hover,
.btn-default.disabled:focus,
.btn-default[disabled]:focus,
fieldset[disabled] .btn-default:focus,
.btn-default.disabled.focus,
.btn-default[disabled].focus,
fieldset[disabled] .btn-default.focus {
  background-color: #fff;
  border-color: #ccc;
}
.btn-default .badge {
  color: #fff;
  background-color: #333;
}
.btn-primary {
  color: #fff;
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary:focus,
.btn-primary.focus {
  color: #fff;
  background-color: #286090;
  border-color: #122b40;
}
.btn-primary:hover {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  color: #fff;
  background-color: #286090;
  border-color: #204d74;
}
.btn-primary:active:hover,
.btn-primary.active:hover,
.open > .dropdown-toggle.btn-primary:hover,
.btn-primary:active:focus,
.btn-primary.active:focus,
.open > .dropdown-toggle.btn-primary:focus,
.btn-primary:active.focus,
.btn-primary.active.focus,
.open > .dropdown-toggle.btn-primary.focus {
  color: #fff;
  background-color: #204d74;
  border-color: #122b40;
}
.btn-primary:active,
.btn-primary.active,
.open > .dropdown-toggle.btn-primary {
  background-image: none;
}
.btn-primary.disabled:hover,
.btn-primary[disabled]:hover,
fieldset[disabled] .btn-primary:hover,
.btn-primary.disabled:focus,
.btn-primary[disabled]:focus,
fieldset[disabled] .btn-primary:focus,
.btn-primary.disabled.focus,
.btn-primary[disabled].focus,
fieldset[disabled] .btn-primary.focus {
  background-color: #337ab7;
  border-color: #2e6da4;
}
.btn-primary .badge {
  color: #337ab7;
  background-color: #fff;
}
.btn-success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success:focus,
.btn-success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.btn-success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.btn-success:active:hover,
.btn-success.active:hover,
.open > .dropdown-toggle.btn-success:hover,
.btn-success:active:focus,
.btn-success.active:focus,
.open > .dropdown-toggle.btn-success:focus,
.btn-success:active.focus,
.btn-success.active.focus,
.open > .dropdown-toggle.btn-success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.btn-success:active,
.btn-success.active,
.open > .dropdown-toggle.btn-success {
  background-image: none;
}
.btn-success.disabled:hover,
.btn-success[disabled]:hover,
fieldset[disabled] .btn-success:hover,
.btn-success.disabled:focus,
.btn-success[disabled]:focus,
fieldset[disabled] .btn-success:focus,
.btn-success.disabled.focus,
.btn-success[disabled].focus,
fieldset[disabled] .btn-success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.btn-success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.btn-info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info:focus,
.btn-info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.btn-info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.btn-info:active:hover,
.btn-info.active:hover,
.open > .dropdown-toggle.btn-info:hover,
.btn-info:active:focus,
.btn-info.active:focus,
.open > .dropdown-toggle.btn-info:focus,
.btn-info:active.focus,
.btn-info.active.focus,
.open > .dropdown-toggle.btn-info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.btn-info:active,
.btn-info.active,
.open > .dropdown-toggle.btn-info {
  background-image: none;
}
.btn-info.disabled:hover,
.btn-info[disabled]:hover,
fieldset[disabled] .btn-info:hover,
.btn-info.disabled:focus,
.btn-info[disabled]:focus,
fieldset[disabled] .btn-info:focus,
.btn-info.disabled.focus,
.btn-info[disabled].focus,
fieldset[disabled] .btn-info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.btn-info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.btn-warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning:focus,
.btn-warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.btn-warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.btn-warning:active:hover,
.btn-warning.active:hover,
.open > .dropdown-toggle.btn-warning:hover,
.btn-warning:active:focus,
.btn-warning.active:focus,
.open > .dropdown-toggle.btn-warning:focus,
.btn-warning:active.focus,
.btn-warning.active.focus,
.open > .dropdown-toggle.btn-warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.btn-warning:active,
.btn-warning.active,
.open > .dropdown-toggle.btn-warning {
  background-image: none;
}
.btn-warning.disabled:hover,
.btn-warning[disabled]:hover,
fieldset[disabled] .btn-warning:hover,
.btn-warning.disabled:focus,
.btn-warning[disabled]:focus,
fieldset[disabled] .btn-warning:focus,
.btn-warning.disabled.focus,
.btn-warning[disabled].focus,
fieldset[disabled] .btn-warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.btn-warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.btn-danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger:focus,
.btn-danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.btn-danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.btn-danger:active:hover,
.btn-danger.active:hover,
.open > .dropdown-toggle.btn-danger:hover,
.btn-danger:active:focus,
.btn-danger.active:focus,
.open > .dropdown-toggle.btn-danger:focus,
.btn-danger:active.focus,
.btn-danger.active.focus,
.open > .dropdown-toggle.btn-danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.btn-danger:active,
.btn-danger.active,
.open > .dropdown-toggle.btn-danger {
  background-image: none;
}
.btn-danger.disabled:hover,
.btn-danger[disabled]:hover,
fieldset[disabled] .btn-danger:hover,
.btn-danger.disabled:focus,
.btn-danger[disabled]:focus,
fieldset[disabled] .btn-danger:focus,
.btn-danger.disabled.focus,
.btn-danger[disabled].focus,
fieldset[disabled] .btn-danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.btn-danger .badge {
  color: #d9534f;
  background-color: #fff;
}
.btn-link {
  color: #337ab7;
  font-weight: normal;
  border-radius: 0;
}
.btn-link,
.btn-link:active,
.btn-link.active,
.btn-link[disabled],
fieldset[disabled] .btn-link {
  background-color: transparent;
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn-link,
.btn-link:hover,
.btn-link:focus,
.btn-link:active {
  border-color: transparent;
}
.btn-link:hover,
.btn-link:focus {
  color: #23527c;
  text-decoration: underline;
  background-color: transparent;
}
.btn-link[disabled]:hover,
fieldset[disabled] .btn-link:hover,
.btn-link[disabled]:focus,
fieldset[disabled] .btn-link:focus {
  color: #777777;
  text-decoration: none;
}
.btn-lg,
.btn-group-lg > .btn {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
.btn-sm,
.btn-group-sm > .btn {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-xs,
.btn-group-xs > .btn {
  padding: 1px 5px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
.btn-block {
  display: block;
  width: 100%;
}
.btn-block + .btn-block {
  margin-top: 5px;
}
input[type="submit"].btn-block,
input[type="reset"].btn-block,
input[type="button"].btn-block {
  width: 100%;
}
.fade {
  opacity: 0;
  -webkit-transition: opacity 0.15s linear;
  -o-transition: opacity 0.15s linear;
  transition: opacity 0.15s linear;
}
.fade.in {
  opacity: 1;
}
.collapse {
  display: none;
}
.collapse.in {
  display: block;
}
tr.collapse.in {
  display: table-row;
}
tbody.collapse.in {
  display: table-row-group;
}
.collapsing {
  position: relative;
  height: 0;
  overflow: hidden;
  -webkit-transition-property: height, visibility;
  transition-property: height, visibility;
  -webkit-transition-duration: 0.35s;
  transition-duration: 0.35s;
  -webkit-transition-timing-function: ease;
  transition-timing-function: ease;
}
.caret {
  display: inline-block;
  width: 0;
  height: 0;
  margin-left: 2px;
  vertical-align: middle;
  border-top: 4px dashed;
  border-top: 4px solid \9;
  border-right: 4px solid transparent;
  border-left: 4px solid transparent;
}
.dropup,
.dropdown {
  position: relative;
}
.dropdown-toggle:focus {
  outline: 0;
}
.dropdown-menu {
  position: absolute;
  top: 100%;
  left: 0;
  z-index: 1000;
  display: none;
  float: left;
  min-width: 160px;
  padding: 5px 0;
  margin: 2px 0 0;
  list-style: none;
  font-size: 13px;
  text-align: left;
  background-color: #fff;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.15);
  border-radius: 2px;
  -webkit-box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);
  background-clip: padding-box;
}
.dropdown-menu.pull-right {
  right: 0;
  left: auto;
}
.dropdown-menu .divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.dropdown-menu > li > a {
  display: block;
  padding: 3px 20px;
  clear: both;
  font-weight: normal;
  line-height: 1.42857143;
  color: #333333;
  white-space: nowrap;
}
.dropdown-menu > li > a:hover,
.dropdown-menu > li > a:focus {
  text-decoration: none;
  color: #262626;
  background-color: #f5f5f5;
}
.dropdown-menu > .active > a,
.dropdown-menu > .active > a:hover,
.dropdown-menu > .active > a:focus {
  color: #fff;
  text-decoration: none;
  outline: 0;
  background-color: #337ab7;
}
.dropdown-menu > .disabled > a,
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  color: #777777;
}
.dropdown-menu > .disabled > a:hover,
.dropdown-menu > .disabled > a:focus {
  text-decoration: none;
  background-color: transparent;
  background-image: none;
  filter: progid:DXImageTransform.Microsoft.gradient(enabled = false);
  cursor: not-allowed;
}
.open > .dropdown-menu {
  display: block;
}
.open > a {
  outline: 0;
}
.dropdown-menu-right {
  left: auto;
  right: 0;
}
.dropdown-menu-left {
  left: 0;
  right: auto;
}
.dropdown-header {
  display: block;
  padding: 3px 20px;
  font-size: 12px;
  line-height: 1.42857143;
  color: #777777;
  white-space: nowrap;
}
.dropdown-backdrop {
  position: fixed;
  left: 0;
  right: 0;
  bottom: 0;
  top: 0;
  z-index: 990;
}
.pull-right > .dropdown-menu {
  right: 0;
  left: auto;
}
.dropup .caret,
.navbar-fixed-bottom .dropdown .caret {
  border-top: 0;
  border-bottom: 4px dashed;
  border-bottom: 4px solid \9;
  content: "";
}
.dropup .dropdown-menu,
.navbar-fixed-bottom .dropdown .dropdown-menu {
  top: auto;
  bottom: 100%;
  margin-bottom: 2px;
}
@media (min-width: 541px) {
  .navbar-right .dropdown-menu {
    left: auto;
    right: 0;
  }
  .navbar-right .dropdown-menu-left {
    left: 0;
    right: auto;
  }
}
.btn-group,
.btn-group-vertical {
  position: relative;
  display: inline-block;
  vertical-align: middle;
}
.btn-group > .btn,
.btn-group-vertical > .btn {
  position: relative;
  float: left;
}
.btn-group > .btn:hover,
.btn-group-vertical > .btn:hover,
.btn-group > .btn:focus,
.btn-group-vertical > .btn:focus,
.btn-group > .btn:active,
.btn-group-vertical > .btn:active,
.btn-group > .btn.active,
.btn-group-vertical > .btn.active {
  z-index: 2;
}
.btn-group .btn + .btn,
.btn-group .btn + .btn-group,
.btn-group .btn-group + .btn,
.btn-group .btn-group + .btn-group {
  margin-left: -1px;
}
.btn-toolbar {
  margin-left: -5px;
}
.btn-toolbar .btn,
.btn-toolbar .btn-group,
.btn-toolbar .input-group {
  float: left;
}
.btn-toolbar > .btn,
.btn-toolbar > .btn-group,
.btn-toolbar > .input-group {
  margin-left: 5px;
}
.btn-group > .btn:not(:first-child):not(:last-child):not(.dropdown-toggle) {
  border-radius: 0;
}
.btn-group > .btn:first-child {
  margin-left: 0;
}
.btn-group > .btn:first-child:not(:last-child):not(.dropdown-toggle) {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn:last-child:not(:first-child),
.btn-group > .dropdown-toggle:not(:first-child) {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group > .btn-group {
  float: left;
}
.btn-group > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.btn-group > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.btn-group .dropdown-toggle:active,
.btn-group.open .dropdown-toggle {
  outline: 0;
}
.btn-group > .btn + .dropdown-toggle {
  padding-left: 8px;
  padding-right: 8px;
}
.btn-group > .btn-lg + .dropdown-toggle {
  padding-left: 12px;
  padding-right: 12px;
}
.btn-group.open .dropdown-toggle {
  -webkit-box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
  box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);
}
.btn-group.open .dropdown-toggle.btn-link {
  -webkit-box-shadow: none;
  box-shadow: none;
}
.btn .caret {
  margin-left: 0;
}
.btn-lg .caret {
  border-width: 5px 5px 0;
  border-bottom-width: 0;
}
.dropup .btn-lg .caret {
  border-width: 0 5px 5px;
}
.btn-group-vertical > .btn,
.btn-group-vertical > .btn-group,
.btn-group-vertical > .btn-group > .btn {
  display: block;
  float: none;
  width: 100%;
  max-width: 100%;
}
.btn-group-vertical > .btn-group > .btn {
  float: none;
}
.btn-group-vertical > .btn + .btn,
.btn-group-vertical > .btn + .btn-group,
.btn-group-vertical > .btn-group + .btn,
.btn-group-vertical > .btn-group + .btn-group {
  margin-top: -1px;
  margin-left: 0;
}
.btn-group-vertical > .btn:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.btn-group-vertical > .btn:first-child:not(:last-child) {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn:last-child:not(:first-child) {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
.btn-group-vertical > .btn-group:not(:first-child):not(:last-child) > .btn {
  border-radius: 0;
}
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .btn:last-child,
.btn-group-vertical > .btn-group:first-child:not(:last-child) > .dropdown-toggle {
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.btn-group-vertical > .btn-group:last-child:not(:first-child) > .btn:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.btn-group-justified {
  display: table;
  width: 100%;
  table-layout: fixed;
  border-collapse: separate;
}
.btn-group-justified > .btn,
.btn-group-justified > .btn-group {
  float: none;
  display: table-cell;
  width: 1%;
}
.btn-group-justified > .btn-group .btn {
  width: 100%;
}
.btn-group-justified > .btn-group .dropdown-menu {
  left: auto;
}
[data-toggle="buttons"] > .btn input[type="radio"],
[data-toggle="buttons"] > .btn-group > .btn input[type="radio"],
[data-toggle="buttons"] > .btn input[type="checkbox"],
[data-toggle="buttons"] > .btn-group > .btn input[type="checkbox"] {
  position: absolute;
  clip: rect(0, 0, 0, 0);
  pointer-events: none;
}
.input-group {
  position: relative;
  display: table;
  border-collapse: separate;
}
.input-group[class*="col-"] {
  float: none;
  padding-left: 0;
  padding-right: 0;
}
.input-group .form-control {
  position: relative;
  z-index: 2;
  float: left;
  width: 100%;
  margin-bottom: 0;
}
.input-group .form-control:focus {
  z-index: 3;
}
.input-group-lg > .form-control,
.input-group-lg > .input-group-addon,
.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
  border-radius: 3px;
}
select.input-group-lg > .form-control,
select.input-group-lg > .input-group-addon,
select.input-group-lg > .input-group-btn > .btn {
  height: 45px;
  line-height: 45px;
}
textarea.input-group-lg > .form-control,
textarea.input-group-lg > .input-group-addon,
textarea.input-group-lg > .input-group-btn > .btn,
select[multiple].input-group-lg > .form-control,
select[multiple].input-group-lg > .input-group-addon,
select[multiple].input-group-lg > .input-group-btn > .btn {
  height: auto;
}
.input-group-sm > .form-control,
.input-group-sm > .input-group-addon,
.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
}
select.input-group-sm > .form-control,
select.input-group-sm > .input-group-addon,
select.input-group-sm > .input-group-btn > .btn {
  height: 30px;
  line-height: 30px;
}
textarea.input-group-sm > .form-control,
textarea.input-group-sm > .input-group-addon,
textarea.input-group-sm > .input-group-btn > .btn,
select[multiple].input-group-sm > .form-control,
select[multiple].input-group-sm > .input-group-addon,
select[multiple].input-group-sm > .input-group-btn > .btn {
  height: auto;
}
.input-group-addon,
.input-group-btn,
.input-group .form-control {
  display: table-cell;
}
.input-group-addon:not(:first-child):not(:last-child),
.input-group-btn:not(:first-child):not(:last-child),
.input-group .form-control:not(:first-child):not(:last-child) {
  border-radius: 0;
}
.input-group-addon,
.input-group-btn {
  width: 1%;
  white-space: nowrap;
  vertical-align: middle;
}
.input-group-addon {
  padding: 6px 12px;
  font-size: 13px;
  font-weight: normal;
  line-height: 1;
  color: #555555;
  text-align: center;
  background-color: #eeeeee;
  border: 1px solid #ccc;
  border-radius: 2px;
}
.input-group-addon.input-sm {
  padding: 5px 10px;
  font-size: 12px;
  border-radius: 1px;
}
.input-group-addon.input-lg {
  padding: 10px 16px;
  font-size: 17px;
  border-radius: 3px;
}
.input-group-addon input[type="radio"],
.input-group-addon input[type="checkbox"] {
  margin-top: 0;
}
.input-group .form-control:first-child,
.input-group-addon:first-child,
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group > .btn,
.input-group-btn:first-child > .dropdown-toggle,
.input-group-btn:last-child > .btn:not(:last-child):not(.dropdown-toggle),
.input-group-btn:last-child > .btn-group:not(:last-child) > .btn {
  border-bottom-right-radius: 0;
  border-top-right-radius: 0;
}
.input-group-addon:first-child {
  border-right: 0;
}
.input-group .form-control:last-child,
.input-group-addon:last-child,
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group > .btn,
.input-group-btn:last-child > .dropdown-toggle,
.input-group-btn:first-child > .btn:not(:first-child),
.input-group-btn:first-child > .btn-group:not(:first-child) > .btn {
  border-bottom-left-radius: 0;
  border-top-left-radius: 0;
}
.input-group-addon:last-child {
  border-left: 0;
}
.input-group-btn {
  position: relative;
  font-size: 0;
  white-space: nowrap;
}
.input-group-btn > .btn {
  position: relative;
}
.input-group-btn > .btn + .btn {
  margin-left: -1px;
}
.input-group-btn > .btn:hover,
.input-group-btn > .btn:focus,
.input-group-btn > .btn:active {
  z-index: 2;
}
.input-group-btn:first-child > .btn,
.input-group-btn:first-child > .btn-group {
  margin-right: -1px;
}
.input-group-btn:last-child > .btn,
.input-group-btn:last-child > .btn-group {
  z-index: 2;
  margin-left: -1px;
}
.nav {
  margin-bottom: 0;
  padding-left: 0;
  list-style: none;
}
.nav > li {
  position: relative;
  display: block;
}
.nav > li > a {
  position: relative;
  display: block;
  padding: 10px 15px;
}
.nav > li > a:hover,
.nav > li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.nav > li.disabled > a {
  color: #777777;
}
.nav > li.disabled > a:hover,
.nav > li.disabled > a:focus {
  color: #777777;
  text-decoration: none;
  background-color: transparent;
  cursor: not-allowed;
}
.nav .open > a,
.nav .open > a:hover,
.nav .open > a:focus {
  background-color: #eeeeee;
  border-color: #337ab7;
}
.nav .nav-divider {
  height: 1px;
  margin: 8px 0;
  overflow: hidden;
  background-color: #e5e5e5;
}
.nav > li > a > img {
  max-width: none;
}
.nav-tabs {
  border-bottom: 1px solid #ddd;
}
.nav-tabs > li {
  float: left;
  margin-bottom: -1px;
}
.nav-tabs > li > a {
  margin-right: 2px;
  line-height: 1.42857143;
  border: 1px solid transparent;
  border-radius: 2px 2px 0 0;
}
.nav-tabs > li > a:hover {
  border-color: #eeeeee #eeeeee #ddd;
}
.nav-tabs > li.active > a,
.nav-tabs > li.active > a:hover,
.nav-tabs > li.active > a:focus {
  color: #555555;
  background-color: #fff;
  border: 1px solid #ddd;
  border-bottom-color: transparent;
  cursor: default;
}
.nav-tabs.nav-justified {
  width: 100%;
  border-bottom: 0;
}
.nav-tabs.nav-justified > li {
  float: none;
}
.nav-tabs.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-tabs.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-tabs.nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs.nav-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs.nav-justified > .active > a,
.nav-tabs.nav-justified > .active > a:hover,
.nav-tabs.nav-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs.nav-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs.nav-justified > .active > a,
  .nav-tabs.nav-justified > .active > a:hover,
  .nav-tabs.nav-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.nav-pills > li {
  float: left;
}
.nav-pills > li > a {
  border-radius: 2px;
}
.nav-pills > li + li {
  margin-left: 2px;
}
.nav-pills > li.active > a,
.nav-pills > li.active > a:hover,
.nav-pills > li.active > a:focus {
  color: #fff;
  background-color: #337ab7;
}
.nav-stacked > li {
  float: none;
}
.nav-stacked > li + li {
  margin-top: 2px;
  margin-left: 0;
}
.nav-justified {
  width: 100%;
}
.nav-justified > li {
  float: none;
}
.nav-justified > li > a {
  text-align: center;
  margin-bottom: 5px;
}
.nav-justified > .dropdown .dropdown-menu {
  top: auto;
  left: auto;
}
@media (min-width: 768px) {
  .nav-justified > li {
    display: table-cell;
    width: 1%;
  }
  .nav-justified > li > a {
    margin-bottom: 0;
  }
}
.nav-tabs-justified {
  border-bottom: 0;
}
.nav-tabs-justified > li > a {
  margin-right: 0;
  border-radius: 2px;
}
.nav-tabs-justified > .active > a,
.nav-tabs-justified > .active > a:hover,
.nav-tabs-justified > .active > a:focus {
  border: 1px solid #ddd;
}
@media (min-width: 768px) {
  .nav-tabs-justified > li > a {
    border-bottom: 1px solid #ddd;
    border-radius: 2px 2px 0 0;
  }
  .nav-tabs-justified > .active > a,
  .nav-tabs-justified > .active > a:hover,
  .nav-tabs-justified > .active > a:focus {
    border-bottom-color: #fff;
  }
}
.tab-content > .tab-pane {
  display: none;
}
.tab-content > .active {
  display: block;
}
.nav-tabs .dropdown-menu {
  margin-top: -1px;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar {
  position: relative;
  min-height: 30px;
  margin-bottom: 18px;
  border: 1px solid transparent;
}
@media (min-width: 541px) {
  .navbar {
    border-radius: 2px;
  }
}
@media (min-width: 541px) {
  .navbar-header {
    float: left;
  }
}
.navbar-collapse {
  overflow-x: visible;
  padding-right: 0px;
  padding-left: 0px;
  border-top: 1px solid transparent;
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1);
  -webkit-overflow-scrolling: touch;
}
.navbar-collapse.in {
  overflow-y: auto;
}
@media (min-width: 541px) {
  .navbar-collapse {
    width: auto;
    border-top: 0;
    box-shadow: none;
  }
  .navbar-collapse.collapse {
    display: block !important;
    height: auto !important;
    padding-bottom: 0;
    overflow: visible !important;
  }
  .navbar-collapse.in {
    overflow-y: visible;
  }
  .navbar-fixed-top .navbar-collapse,
  .navbar-static-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    padding-left: 0;
    padding-right: 0;
  }
}
.navbar-fixed-top .navbar-collapse,
.navbar-fixed-bottom .navbar-collapse {
  max-height: 340px;
}
@media (max-device-width: 540px) and (orientation: landscape) {
  .navbar-fixed-top .navbar-collapse,
  .navbar-fixed-bottom .navbar-collapse {
    max-height: 200px;
  }
}
.container > .navbar-header,
.container-fluid > .navbar-header,
.container > .navbar-collapse,
.container-fluid > .navbar-collapse {
  margin-right: 0px;
  margin-left: 0px;
}
@media (min-width: 541px) {
  .container > .navbar-header,
  .container-fluid > .navbar-header,
  .container > .navbar-collapse,
  .container-fluid > .navbar-collapse {
    margin-right: 0;
    margin-left: 0;
  }
}
.navbar-static-top {
  z-index: 1000;
  border-width: 0 0 1px;
}
@media (min-width: 541px) {
  .navbar-static-top {
    border-radius: 0;
  }
}
.navbar-fixed-top,
.navbar-fixed-bottom {
  position: fixed;
  right: 0;
  left: 0;
  z-index: 1030;
}
@media (min-width: 541px) {
  .navbar-fixed-top,
  .navbar-fixed-bottom {
    border-radius: 0;
  }
}
.navbar-fixed-top {
  top: 0;
  border-width: 0 0 1px;
}
.navbar-fixed-bottom {
  bottom: 0;
  margin-bottom: 0;
  border-width: 1px 0 0;
}
.navbar-brand {
  float: left;
  padding: 6px 0px;
  font-size: 17px;
  line-height: 18px;
  height: 30px;
}
.navbar-brand:hover,
.navbar-brand:focus {
  text-decoration: none;
}
.navbar-brand > img {
  display: block;
}
@media (min-width: 541px) {
  .navbar > .container .navbar-brand,
  .navbar > .container-fluid .navbar-brand {
    margin-left: 0px;
  }
}
.navbar-toggle {
  position: relative;
  float: right;
  margin-right: 0px;
  padding: 9px 10px;
  margin-top: -2px;
  margin-bottom: -2px;
  background-color: transparent;
  background-image: none;
  border: 1px solid transparent;
  border-radius: 2px;
}
.navbar-toggle:focus {
  outline: 0;
}
.navbar-toggle .icon-bar {
  display: block;
  width: 22px;
  height: 2px;
  border-radius: 1px;
}
.navbar-toggle .icon-bar + .icon-bar {
  margin-top: 4px;
}
@media (min-width: 541px) {
  .navbar-toggle {
    display: none;
  }
}
.navbar-nav {
  margin: 3px 0px;
}
.navbar-nav > li > a {
  padding-top: 10px;
  padding-bottom: 10px;
  line-height: 18px;
}
@media (max-width: 540px) {
  .navbar-nav .open .dropdown-menu {
    position: static;
    float: none;
    width: auto;
    margin-top: 0;
    background-color: transparent;
    border: 0;
    box-shadow: none;
  }
  .navbar-nav .open .dropdown-menu > li > a,
  .navbar-nav .open .dropdown-menu .dropdown-header {
    padding: 5px 15px 5px 25px;
  }
  .navbar-nav .open .dropdown-menu > li > a {
    line-height: 18px;
  }
  .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-nav .open .dropdown-menu > li > a:focus {
    background-image: none;
  }
}
@media (min-width: 541px) {
  .navbar-nav {
    float: left;
    margin: 0;
  }
  .navbar-nav > li {
    float: left;
  }
  .navbar-nav > li > a {
    padding-top: 6px;
    padding-bottom: 6px;
  }
}
.navbar-form {
  margin-left: 0px;
  margin-right: 0px;
  padding: 10px 0px;
  border-top: 1px solid transparent;
  border-bottom: 1px solid transparent;
  -webkit-box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  box-shadow: inset 0 1px 0 rgba(255, 255, 255, 0.1), 0 1px 0 rgba(255, 255, 255, 0.1);
  margin-top: -1px;
  margin-bottom: -1px;
}
@media (min-width: 768px) {
  .navbar-form .form-group {
    display: inline-block;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .form-control {
    display: inline-block;
    width: auto;
    vertical-align: middle;
  }
  .navbar-form .form-control-static {
    display: inline-block;
  }
  .navbar-form .input-group {
    display: inline-table;
    vertical-align: middle;
  }
  .navbar-form .input-group .input-group-addon,
  .navbar-form .input-group .input-group-btn,
  .navbar-form .input-group .form-control {
    width: auto;
  }
  .navbar-form .input-group > .form-control {
    width: 100%;
  }
  .navbar-form .control-label {
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio,
  .navbar-form .checkbox {
    display: inline-block;
    margin-top: 0;
    margin-bottom: 0;
    vertical-align: middle;
  }
  .navbar-form .radio label,
  .navbar-form .checkbox label {
    padding-left: 0;
  }
  .navbar-form .radio input[type="radio"],
  .navbar-form .checkbox input[type="checkbox"] {
    position: relative;
    margin-left: 0;
  }
  .navbar-form .has-feedback .form-control-feedback {
    top: 0;
  }
}
@media (max-width: 540px) {
  .navbar-form .form-group {
    margin-bottom: 5px;
  }
  .navbar-form .form-group:last-child {
    margin-bottom: 0;
  }
}
@media (min-width: 541px) {
  .navbar-form {
    width: auto;
    border: 0;
    margin-left: 0;
    margin-right: 0;
    padding-top: 0;
    padding-bottom: 0;
    -webkit-box-shadow: none;
    box-shadow: none;
  }
}
.navbar-nav > li > .dropdown-menu {
  margin-top: 0;
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.navbar-fixed-bottom .navbar-nav > li > .dropdown-menu {
  margin-bottom: 0;
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
  border-bottom-right-radius: 0;
  border-bottom-left-radius: 0;
}
.navbar-btn {
  margin-top: -1px;
  margin-bottom: -1px;
}
.navbar-btn.btn-sm {
  margin-top: 0px;
  margin-bottom: 0px;
}
.navbar-btn.btn-xs {
  margin-top: 4px;
  margin-bottom: 4px;
}
.navbar-text {
  margin-top: 6px;
  margin-bottom: 6px;
}
@media (min-width: 541px) {
  .navbar-text {
    float: left;
    margin-left: 0px;
    margin-right: 0px;
  }
}
@media (min-width: 541px) {
  .navbar-left {
    float: left !important;
    float: left;
  }
  .navbar-right {
    float: right !important;
    float: right;
    margin-right: 0px;
  }
  .navbar-right ~ .navbar-right {
    margin-right: 0;
  }
}
.navbar-default {
  background-color: #f8f8f8;
  border-color: #e7e7e7;
}
.navbar-default .navbar-brand {
  color: #777;
}
.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
  color: #5e5e5e;
  background-color: transparent;
}
.navbar-default .navbar-text {
  color: #777;
}
.navbar-default .navbar-nav > li > a {
  color: #777;
}
.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
  color: #333;
  background-color: transparent;
}
.navbar-default .navbar-nav > .active > a,
.navbar-default .navbar-nav > .active > a:hover,
.navbar-default .navbar-nav > .active > a:focus {
  color: #555;
  background-color: #e7e7e7;
}
.navbar-default .navbar-nav > .disabled > a,
.navbar-default .navbar-nav > .disabled > a:hover,
.navbar-default .navbar-nav > .disabled > a:focus {
  color: #ccc;
  background-color: transparent;
}
.navbar-default .navbar-toggle {
  border-color: #ddd;
}
.navbar-default .navbar-toggle:hover,
.navbar-default .navbar-toggle:focus {
  background-color: #ddd;
}
.navbar-default .navbar-toggle .icon-bar {
  background-color: #888;
}
.navbar-default .navbar-collapse,
.navbar-default .navbar-form {
  border-color: #e7e7e7;
}
.navbar-default .navbar-nav > .open > a,
.navbar-default .navbar-nav > .open > a:hover,
.navbar-default .navbar-nav > .open > a:focus {
  background-color: #e7e7e7;
  color: #555;
}
@media (max-width: 540px) {
  .navbar-default .navbar-nav .open .dropdown-menu > li > a {
    color: #777;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #333;
    background-color: transparent;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #555;
    background-color: #e7e7e7;
  }
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-default .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #ccc;
    background-color: transparent;
  }
}
.navbar-default .navbar-link {
  color: #777;
}
.navbar-default .navbar-link:hover {
  color: #333;
}
.navbar-default .btn-link {
  color: #777;
}
.navbar-default .btn-link:hover,
.navbar-default .btn-link:focus {
  color: #333;
}
.navbar-default .btn-link[disabled]:hover,
fieldset[disabled] .navbar-default .btn-link:hover,
.navbar-default .btn-link[disabled]:focus,
fieldset[disabled] .navbar-default .btn-link:focus {
  color: #ccc;
}
.navbar-inverse {
  background-color: #222;
  border-color: #080808;
}
.navbar-inverse .navbar-brand {
  color: #9d9d9d;
}
.navbar-inverse .navbar-brand:hover,
.navbar-inverse .navbar-brand:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-text {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a {
  color: #9d9d9d;
}
.navbar-inverse .navbar-nav > li > a:hover,
.navbar-inverse .navbar-nav > li > a:focus {
  color: #fff;
  background-color: transparent;
}
.navbar-inverse .navbar-nav > .active > a,
.navbar-inverse .navbar-nav > .active > a:hover,
.navbar-inverse .navbar-nav > .active > a:focus {
  color: #fff;
  background-color: #080808;
}
.navbar-inverse .navbar-nav > .disabled > a,
.navbar-inverse .navbar-nav > .disabled > a:hover,
.navbar-inverse .navbar-nav > .disabled > a:focus {
  color: #444;
  background-color: transparent;
}
.navbar-inverse .navbar-toggle {
  border-color: #333;
}
.navbar-inverse .navbar-toggle:hover,
.navbar-inverse .navbar-toggle:focus {
  background-color: #333;
}
.navbar-inverse .navbar-toggle .icon-bar {
  background-color: #fff;
}
.navbar-inverse .navbar-collapse,
.navbar-inverse .navbar-form {
  border-color: #101010;
}
.navbar-inverse .navbar-nav > .open > a,
.navbar-inverse .navbar-nav > .open > a:hover,
.navbar-inverse .navbar-nav > .open > a:focus {
  background-color: #080808;
  color: #fff;
}
@media (max-width: 540px) {
  .navbar-inverse .navbar-nav .open .dropdown-menu > .dropdown-header {
    border-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu .divider {
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a {
    color: #9d9d9d;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > li > a:focus {
    color: #fff;
    background-color: transparent;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .active > a:focus {
    color: #fff;
    background-color: #080808;
  }
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:hover,
  .navbar-inverse .navbar-nav .open .dropdown-menu > .disabled > a:focus {
    color: #444;
    background-color: transparent;
  }
}
.navbar-inverse .navbar-link {
  color: #9d9d9d;
}
.navbar-inverse .navbar-link:hover {
  color: #fff;
}
.navbar-inverse .btn-link {
  color: #9d9d9d;
}
.navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link:focus {
  color: #fff;
}
.navbar-inverse .btn-link[disabled]:hover,
fieldset[disabled] .navbar-inverse .btn-link:hover,
.navbar-inverse .btn-link[disabled]:focus,
fieldset[disabled] .navbar-inverse .btn-link:focus {
  color: #444;
}
.breadcrumb {
  padding: 8px 15px;
  margin-bottom: 18px;
  list-style: none;
  background-color: #f5f5f5;
  border-radius: 2px;
}
.breadcrumb > li {
  display: inline-block;
}
.breadcrumb > li + li:before {
  content: "/\00a0";
  padding: 0 5px;
  color: #5e5e5e;
}
.breadcrumb > .active {
  color: #777777;
}
.pagination {
  display: inline-block;
  padding-left: 0;
  margin: 18px 0;
  border-radius: 2px;
}
.pagination > li {
  display: inline;
}
.pagination > li > a,
.pagination > li > span {
  position: relative;
  float: left;
  padding: 6px 12px;
  line-height: 1.42857143;
  text-decoration: none;
  color: #337ab7;
  background-color: #fff;
  border: 1px solid #ddd;
  margin-left: -1px;
}
.pagination > li:first-child > a,
.pagination > li:first-child > span {
  margin-left: 0;
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.pagination > li:last-child > a,
.pagination > li:last-child > span {
  border-bottom-right-radius: 2px;
  border-top-right-radius: 2px;
}
.pagination > li > a:hover,
.pagination > li > span:hover,
.pagination > li > a:focus,
.pagination > li > span:focus {
  z-index: 2;
  color: #23527c;
  background-color: #eeeeee;
  border-color: #ddd;
}
.pagination > .active > a,
.pagination > .active > span,
.pagination > .active > a:hover,
.pagination > .active > span:hover,
.pagination > .active > a:focus,
.pagination > .active > span:focus {
  z-index: 3;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
  cursor: default;
}
.pagination > .disabled > span,
.pagination > .disabled > span:hover,
.pagination > .disabled > span:focus,
.pagination > .disabled > a,
.pagination > .disabled > a:hover,
.pagination > .disabled > a:focus {
  color: #777777;
  background-color: #fff;
  border-color: #ddd;
  cursor: not-allowed;
}
.pagination-lg > li > a,
.pagination-lg > li > span {
  padding: 10px 16px;
  font-size: 17px;
  line-height: 1.3333333;
}
.pagination-lg > li:first-child > a,
.pagination-lg > li:first-child > span {
  border-bottom-left-radius: 3px;
  border-top-left-radius: 3px;
}
.pagination-lg > li:last-child > a,
.pagination-lg > li:last-child > span {
  border-bottom-right-radius: 3px;
  border-top-right-radius: 3px;
}
.pagination-sm > li > a,
.pagination-sm > li > span {
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
}
.pagination-sm > li:first-child > a,
.pagination-sm > li:first-child > span {
  border-bottom-left-radius: 1px;
  border-top-left-radius: 1px;
}
.pagination-sm > li:last-child > a,
.pagination-sm > li:last-child > span {
  border-bottom-right-radius: 1px;
  border-top-right-radius: 1px;
}
.pager {
  padding-left: 0;
  margin: 18px 0;
  list-style: none;
  text-align: center;
}
.pager li {
  display: inline;
}
.pager li > a,
.pager li > span {
  display: inline-block;
  padding: 5px 14px;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 15px;
}
.pager li > a:hover,
.pager li > a:focus {
  text-decoration: none;
  background-color: #eeeeee;
}
.pager .next > a,
.pager .next > span {
  float: right;
}
.pager .previous > a,
.pager .previous > span {
  float: left;
}
.pager .disabled > a,
.pager .disabled > a:hover,
.pager .disabled > a:focus,
.pager .disabled > span {
  color: #777777;
  background-color: #fff;
  cursor: not-allowed;
}
.label {
  display: inline;
  padding: .2em .6em .3em;
  font-size: 75%;
  font-weight: bold;
  line-height: 1;
  color: #fff;
  text-align: center;
  white-space: nowrap;
  vertical-align: baseline;
  border-radius: .25em;
}
a.label:hover,
a.label:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.label:empty {
  display: none;
}
.btn .label {
  position: relative;
  top: -1px;
}
.label-default {
  background-color: #777777;
}
.label-default[href]:hover,
.label-default[href]:focus {
  background-color: #5e5e5e;
}
.label-primary {
  background-color: #337ab7;
}
.label-primary[href]:hover,
.label-primary[href]:focus {
  background-color: #286090;
}
.label-success {
  background-color: #5cb85c;
}
.label-success[href]:hover,
.label-success[href]:focus {
  background-color: #449d44;
}
.label-info {
  background-color: #5bc0de;
}
.label-info[href]:hover,
.label-info[href]:focus {
  background-color: #31b0d5;
}
.label-warning {
  background-color: #f0ad4e;
}
.label-warning[href]:hover,
.label-warning[href]:focus {
  background-color: #ec971f;
}
.label-danger {
  background-color: #d9534f;
}
.label-danger[href]:hover,
.label-danger[href]:focus {
  background-color: #c9302c;
}
.badge {
  display: inline-block;
  min-width: 10px;
  padding: 3px 7px;
  font-size: 12px;
  font-weight: bold;
  color: #fff;
  line-height: 1;
  vertical-align: middle;
  white-space: nowrap;
  text-align: center;
  background-color: #777777;
  border-radius: 10px;
}
.badge:empty {
  display: none;
}
.btn .badge {
  position: relative;
  top: -1px;
}
.btn-xs .badge,
.btn-group-xs > .btn .badge {
  top: 0;
  padding: 1px 5px;
}
a.badge:hover,
a.badge:focus {
  color: #fff;
  text-decoration: none;
  cursor: pointer;
}
.list-group-item.active > .badge,
.nav-pills > .active > a > .badge {
  color: #337ab7;
  background-color: #fff;
}
.list-group-item > .badge {
  float: right;
}
.list-group-item > .badge + .badge {
  margin-right: 5px;
}
.nav-pills > li > a > .badge {
  margin-left: 3px;
}
.jumbotron {
  padding-top: 30px;
  padding-bottom: 30px;
  margin-bottom: 30px;
  color: inherit;
  background-color: #eeeeee;
}
.jumbotron h1,
.jumbotron .h1 {
  color: inherit;
}
.jumbotron p {
  margin-bottom: 15px;
  font-size: 20px;
  font-weight: 200;
}
.jumbotron > hr {
  border-top-color: #d5d5d5;
}
.container .jumbotron,
.container-fluid .jumbotron {
  border-radius: 3px;
  padding-left: 0px;
  padding-right: 0px;
}
.jumbotron .container {
  max-width: 100%;
}
@media screen and (min-width: 768px) {
  .jumbotron {
    padding-top: 48px;
    padding-bottom: 48px;
  }
  .container .jumbotron,
  .container-fluid .jumbotron {
    padding-left: 60px;
    padding-right: 60px;
  }
  .jumbotron h1,
  .jumbotron .h1 {
    font-size: 59px;
  }
}
.thumbnail {
  display: block;
  padding: 4px;
  margin-bottom: 18px;
  line-height: 1.42857143;
  background-color: #fff;
  border: 1px solid #ddd;
  border-radius: 2px;
  -webkit-transition: border 0.2s ease-in-out;
  -o-transition: border 0.2s ease-in-out;
  transition: border 0.2s ease-in-out;
}
.thumbnail > img,
.thumbnail a > img {
  margin-left: auto;
  margin-right: auto;
}
a.thumbnail:hover,
a.thumbnail:focus,
a.thumbnail.active {
  border-color: #337ab7;
}
.thumbnail .caption {
  padding: 9px;
  color: #000;
}
.alert {
  padding: 15px;
  margin-bottom: 18px;
  border: 1px solid transparent;
  border-radius: 2px;
}
.alert h4 {
  margin-top: 0;
  color: inherit;
}
.alert .alert-link {
  font-weight: bold;
}
.alert > p,
.alert > ul {
  margin-bottom: 0;
}
.alert > p + p {
  margin-top: 5px;
}
.alert-dismissable,
.alert-dismissible {
  padding-right: 35px;
}
.alert-dismissable .close,
.alert-dismissible .close {
  position: relative;
  top: -2px;
  right: -21px;
  color: inherit;
}
.alert-success {
  background-color: #dff0d8;
  border-color: #d6e9c6;
  color: #3c763d;
}
.alert-success hr {
  border-top-color: #c9e2b3;
}
.alert-success .alert-link {
  color: #2b542c;
}
.alert-info {
  background-color: #d9edf7;
  border-color: #bce8f1;
  color: #31708f;
}
.alert-info hr {
  border-top-color: #a6e1ec;
}
.alert-info .alert-link {
  color: #245269;
}
.alert-warning {
  background-color: #fcf8e3;
  border-color: #faebcc;
  color: #8a6d3b;
}
.alert-warning hr {
  border-top-color: #f7e1b5;
}
.alert-warning .alert-link {
  color: #66512c;
}
.alert-danger {
  background-color: #f2dede;
  border-color: #ebccd1;
  color: #a94442;
}
.alert-danger hr {
  border-top-color: #e4b9c0;
}
.alert-danger .alert-link {
  color: #843534;
}
@-webkit-keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
@keyframes progress-bar-stripes {
  from {
    background-position: 40px 0;
  }
  to {
    background-position: 0 0;
  }
}
.progress {
  overflow: hidden;
  height: 18px;
  margin-bottom: 18px;
  background-color: #f5f5f5;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
  box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.1);
}
.progress-bar {
  float: left;
  width: 0%;
  height: 100%;
  font-size: 12px;
  line-height: 18px;
  color: #fff;
  text-align: center;
  background-color: #337ab7;
  -webkit-box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.15);
  -webkit-transition: width 0.6s ease;
  -o-transition: width 0.6s ease;
  transition: width 0.6s ease;
}
.progress-striped .progress-bar,
.progress-bar-striped {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-size: 40px 40px;
}
.progress.active .progress-bar,
.progress-bar.active {
  -webkit-animation: progress-bar-stripes 2s linear infinite;
  -o-animation: progress-bar-stripes 2s linear infinite;
  animation: progress-bar-stripes 2s linear infinite;
}
.progress-bar-success {
  background-color: #5cb85c;
}
.progress-striped .progress-bar-success {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-info {
  background-color: #5bc0de;
}
.progress-striped .progress-bar-info {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-warning {
  background-color: #f0ad4e;
}
.progress-striped .progress-bar-warning {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.progress-bar-danger {
  background-color: #d9534f;
}
.progress-striped .progress-bar-danger {
  background-image: -webkit-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: -o-linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
  background-image: linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);
}
.media {
  margin-top: 15px;
}
.media:first-child {
  margin-top: 0;
}
.media,
.media-body {
  zoom: 1;
  overflow: hidden;
}
.media-body {
  width: 10000px;
}
.media-object {
  display: block;
}
.media-object.img-thumbnail {
  max-width: none;
}
.media-right,
.media > .pull-right {
  padding-left: 10px;
}
.media-left,
.media > .pull-left {
  padding-right: 10px;
}
.media-left,
.media-right,
.media-body {
  display: table-cell;
  vertical-align: top;
}
.media-middle {
  vertical-align: middle;
}
.media-bottom {
  vertical-align: bottom;
}
.media-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.media-list {
  padding-left: 0;
  list-style: none;
}
.list-group {
  margin-bottom: 20px;
  padding-left: 0;
}
.list-group-item {
  position: relative;
  display: block;
  padding: 10px 15px;
  margin-bottom: -1px;
  background-color: #fff;
  border: 1px solid #ddd;
}
.list-group-item:first-child {
  border-top-right-radius: 2px;
  border-top-left-radius: 2px;
}
.list-group-item:last-child {
  margin-bottom: 0;
  border-bottom-right-radius: 2px;
  border-bottom-left-radius: 2px;
}
a.list-group-item,
button.list-group-item {
  color: #555;
}
a.list-group-item .list-group-item-heading,
button.list-group-item .list-group-item-heading {
  color: #333;
}
a.list-group-item:hover,
button.list-group-item:hover,
a.list-group-item:focus,
button.list-group-item:focus {
  text-decoration: none;
  color: #555;
  background-color: #f5f5f5;
}
button.list-group-item {
  width: 100%;
  text-align: left;
}
.list-group-item.disabled,
.list-group-item.disabled:hover,
.list-group-item.disabled:focus {
  background-color: #eeeeee;
  color: #777777;
  cursor: not-allowed;
}
.list-group-item.disabled .list-group-item-heading,
.list-group-item.disabled:hover .list-group-item-heading,
.list-group-item.disabled:focus .list-group-item-heading {
  color: inherit;
}
.list-group-item.disabled .list-group-item-text,
.list-group-item.disabled:hover .list-group-item-text,
.list-group-item.disabled:focus .list-group-item-text {
  color: #777777;
}
.list-group-item.active,
.list-group-item.active:hover,
.list-group-item.active:focus {
  z-index: 2;
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.list-group-item.active .list-group-item-heading,
.list-group-item.active:hover .list-group-item-heading,
.list-group-item.active:focus .list-group-item-heading,
.list-group-item.active .list-group-item-heading > small,
.list-group-item.active:hover .list-group-item-heading > small,
.list-group-item.active:focus .list-group-item-heading > small,
.list-group-item.active .list-group-item-heading > .small,
.list-group-item.active:hover .list-group-item-heading > .small,
.list-group-item.active:focus .list-group-item-heading > .small {
  color: inherit;
}
.list-group-item.active .list-group-item-text,
.list-group-item.active:hover .list-group-item-text,
.list-group-item.active:focus .list-group-item-text {
  color: #c7ddef;
}
.list-group-item-success {
  color: #3c763d;
  background-color: #dff0d8;
}
a.list-group-item-success,
button.list-group-item-success {
  color: #3c763d;
}
a.list-group-item-success .list-group-item-heading,
button.list-group-item-success .list-group-item-heading {
  color: inherit;
}
a.list-group-item-success:hover,
button.list-group-item-success:hover,
a.list-group-item-success:focus,
button.list-group-item-success:focus {
  color: #3c763d;
  background-color: #d0e9c6;
}
a.list-group-item-success.active,
button.list-group-item-success.active,
a.list-group-item-success.active:hover,
button.list-group-item-success.active:hover,
a.list-group-item-success.active:focus,
button.list-group-item-success.active:focus {
  color: #fff;
  background-color: #3c763d;
  border-color: #3c763d;
}
.list-group-item-info {
  color: #31708f;
  background-color: #d9edf7;
}
a.list-group-item-info,
button.list-group-item-info {
  color: #31708f;
}
a.list-group-item-info .list-group-item-heading,
button.list-group-item-info .list-group-item-heading {
  color: inherit;
}
a.list-group-item-info:hover,
button.list-group-item-info:hover,
a.list-group-item-info:focus,
button.list-group-item-info:focus {
  color: #31708f;
  background-color: #c4e3f3;
}
a.list-group-item-info.active,
button.list-group-item-info.active,
a.list-group-item-info.active:hover,
button.list-group-item-info.active:hover,
a.list-group-item-info.active:focus,
button.list-group-item-info.active:focus {
  color: #fff;
  background-color: #31708f;
  border-color: #31708f;
}
.list-group-item-warning {
  color: #8a6d3b;
  background-color: #fcf8e3;
}
a.list-group-item-warning,
button.list-group-item-warning {
  color: #8a6d3b;
}
a.list-group-item-warning .list-group-item-heading,
button.list-group-item-warning .list-group-item-heading {
  color: inherit;
}
a.list-group-item-warning:hover,
button.list-group-item-warning:hover,
a.list-group-item-warning:focus,
button.list-group-item-warning:focus {
  color: #8a6d3b;
  background-color: #faf2cc;
}
a.list-group-item-warning.active,
button.list-group-item-warning.active,
a.list-group-item-warning.active:hover,
button.list-group-item-warning.active:hover,
a.list-group-item-warning.active:focus,
button.list-group-item-warning.active:focus {
  color: #fff;
  background-color: #8a6d3b;
  border-color: #8a6d3b;
}
.list-group-item-danger {
  color: #a94442;
  background-color: #f2dede;
}
a.list-group-item-danger,
button.list-group-item-danger {
  color: #a94442;
}
a.list-group-item-danger .list-group-item-heading,
button.list-group-item-danger .list-group-item-heading {
  color: inherit;
}
a.list-group-item-danger:hover,
button.list-group-item-danger:hover,
a.list-group-item-danger:focus,
button.list-group-item-danger:focus {
  color: #a94442;
  background-color: #ebcccc;
}
a.list-group-item-danger.active,
button.list-group-item-danger.active,
a.list-group-item-danger.active:hover,
button.list-group-item-danger.active:hover,
a.list-group-item-danger.active:focus,
button.list-group-item-danger.active:focus {
  color: #fff;
  background-color: #a94442;
  border-color: #a94442;
}
.list-group-item-heading {
  margin-top: 0;
  margin-bottom: 5px;
}
.list-group-item-text {
  margin-bottom: 0;
  line-height: 1.3;
}
.panel {
  margin-bottom: 18px;
  background-color: #fff;
  border: 1px solid transparent;
  border-radius: 2px;
  -webkit-box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: 0 1px 1px rgba(0, 0, 0, 0.05);
}
.panel-body {
  padding: 15px;
}
.panel-heading {
  padding: 10px 15px;
  border-bottom: 1px solid transparent;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel-heading > .dropdown .dropdown-toggle {
  color: inherit;
}
.panel-title {
  margin-top: 0;
  margin-bottom: 0;
  font-size: 15px;
  color: inherit;
}
.panel-title > a,
.panel-title > small,
.panel-title > .small,
.panel-title > small > a,
.panel-title > .small > a {
  color: inherit;
}
.panel-footer {
  padding: 10px 15px;
  background-color: #f5f5f5;
  border-top: 1px solid #ddd;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .list-group,
.panel > .panel-collapse > .list-group {
  margin-bottom: 0;
}
.panel > .list-group .list-group-item,
.panel > .panel-collapse > .list-group .list-group-item {
  border-width: 1px 0;
  border-radius: 0;
}
.panel > .list-group:first-child .list-group-item:first-child,
.panel > .panel-collapse > .list-group:first-child .list-group-item:first-child {
  border-top: 0;
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .list-group:last-child .list-group-item:last-child,
.panel > .panel-collapse > .list-group:last-child .list-group-item:last-child {
  border-bottom: 0;
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .panel-heading + .panel-collapse > .list-group .list-group-item:first-child {
  border-top-right-radius: 0;
  border-top-left-radius: 0;
}
.panel-heading + .list-group .list-group-item:first-child {
  border-top-width: 0;
}
.list-group + .panel-footer {
  border-top-width: 0;
}
.panel > .table,
.panel > .table-responsive > .table,
.panel > .panel-collapse > .table {
  margin-bottom: 0;
}
.panel > .table caption,
.panel > .table-responsive > .table caption,
.panel > .panel-collapse > .table caption {
  padding-left: 15px;
  padding-right: 15px;
}
.panel > .table:first-child,
.panel > .table-responsive:first-child > .table:first-child {
  border-top-right-radius: 1px;
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child {
  border-top-left-radius: 1px;
  border-top-right-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:first-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:first-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:first-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:first-child {
  border-top-left-radius: 1px;
}
.panel > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child td:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child td:last-child,
.panel > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > thead:first-child > tr:first-child th:last-child,
.panel > .table:first-child > tbody:first-child > tr:first-child th:last-child,
.panel > .table-responsive:first-child > .table:first-child > tbody:first-child > tr:first-child th:last-child {
  border-top-right-radius: 1px;
}
.panel > .table:last-child,
.panel > .table-responsive:last-child > .table:last-child {
  border-bottom-right-radius: 1px;
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child {
  border-bottom-left-radius: 1px;
  border-bottom-right-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:first-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:first-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:first-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:first-child {
  border-bottom-left-radius: 1px;
}
.panel > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child td:last-child,
.panel > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tbody:last-child > tr:last-child th:last-child,
.panel > .table:last-child > tfoot:last-child > tr:last-child th:last-child,
.panel > .table-responsive:last-child > .table:last-child > tfoot:last-child > tr:last-child th:last-child {
  border-bottom-right-radius: 1px;
}
.panel > .panel-body + .table,
.panel > .panel-body + .table-responsive,
.panel > .table + .panel-body,
.panel > .table-responsive + .panel-body {
  border-top: 1px solid #ddd;
}
.panel > .table > tbody:first-child > tr:first-child th,
.panel > .table > tbody:first-child > tr:first-child td {
  border-top: 0;
}
.panel > .table-bordered,
.panel > .table-responsive > .table-bordered {
  border: 0;
}
.panel > .table-bordered > thead > tr > th:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:first-child,
.panel > .table-bordered > tbody > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:first-child,
.panel > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:first-child,
.panel > .table-bordered > thead > tr > td:first-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:first-child,
.panel > .table-bordered > tbody > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:first-child,
.panel > .table-bordered > tfoot > tr > td:first-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:first-child {
  border-left: 0;
}
.panel > .table-bordered > thead > tr > th:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > th:last-child,
.panel > .table-bordered > tbody > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > th:last-child,
.panel > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > th:last-child,
.panel > .table-bordered > thead > tr > td:last-child,
.panel > .table-responsive > .table-bordered > thead > tr > td:last-child,
.panel > .table-bordered > tbody > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tbody > tr > td:last-child,
.panel > .table-bordered > tfoot > tr > td:last-child,
.panel > .table-responsive > .table-bordered > tfoot > tr > td:last-child {
  border-right: 0;
}
.panel > .table-bordered > thead > tr:first-child > td,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > td,
.panel > .table-bordered > tbody > tr:first-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > td,
.panel > .table-bordered > thead > tr:first-child > th,
.panel > .table-responsive > .table-bordered > thead > tr:first-child > th,
.panel > .table-bordered > tbody > tr:first-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:first-child > th {
  border-bottom: 0;
}
.panel > .table-bordered > tbody > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > td,
.panel > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > td,
.panel > .table-bordered > tbody > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tbody > tr:last-child > th,
.panel > .table-bordered > tfoot > tr:last-child > th,
.panel > .table-responsive > .table-bordered > tfoot > tr:last-child > th {
  border-bottom: 0;
}
.panel > .table-responsive {
  border: 0;
  margin-bottom: 0;
}
.panel-group {
  margin-bottom: 18px;
}
.panel-group .panel {
  margin-bottom: 0;
  border-radius: 2px;
}
.panel-group .panel + .panel {
  margin-top: 5px;
}
.panel-group .panel-heading {
  border-bottom: 0;
}
.panel-group .panel-heading + .panel-collapse > .panel-body,
.panel-group .panel-heading + .panel-collapse > .list-group {
  border-top: 1px solid #ddd;
}
.panel-group .panel-footer {
  border-top: 0;
}
.panel-group .panel-footer + .panel-collapse .panel-body {
  border-bottom: 1px solid #ddd;
}
.panel-default {
  border-color: #ddd;
}
.panel-default > .panel-heading {
  color: #333333;
  background-color: #f5f5f5;
  border-color: #ddd;
}
.panel-default > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ddd;
}
.panel-default > .panel-heading .badge {
  color: #f5f5f5;
  background-color: #333333;
}
.panel-default > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ddd;
}
.panel-primary {
  border-color: #337ab7;
}
.panel-primary > .panel-heading {
  color: #fff;
  background-color: #337ab7;
  border-color: #337ab7;
}
.panel-primary > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #337ab7;
}
.panel-primary > .panel-heading .badge {
  color: #337ab7;
  background-color: #fff;
}
.panel-primary > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #337ab7;
}
.panel-success {
  border-color: #d6e9c6;
}
.panel-success > .panel-heading {
  color: #3c763d;
  background-color: #dff0d8;
  border-color: #d6e9c6;
}
.panel-success > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #d6e9c6;
}
.panel-success > .panel-heading .badge {
  color: #dff0d8;
  background-color: #3c763d;
}
.panel-success > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #d6e9c6;
}
.panel-info {
  border-color: #bce8f1;
}
.panel-info > .panel-heading {
  color: #31708f;
  background-color: #d9edf7;
  border-color: #bce8f1;
}
.panel-info > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #bce8f1;
}
.panel-info > .panel-heading .badge {
  color: #d9edf7;
  background-color: #31708f;
}
.panel-info > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #bce8f1;
}
.panel-warning {
  border-color: #faebcc;
}
.panel-warning > .panel-heading {
  color: #8a6d3b;
  background-color: #fcf8e3;
  border-color: #faebcc;
}
.panel-warning > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #faebcc;
}
.panel-warning > .panel-heading .badge {
  color: #fcf8e3;
  background-color: #8a6d3b;
}
.panel-warning > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #faebcc;
}
.panel-danger {
  border-color: #ebccd1;
}
.panel-danger > .panel-heading {
  color: #a94442;
  background-color: #f2dede;
  border-color: #ebccd1;
}
.panel-danger > .panel-heading + .panel-collapse > .panel-body {
  border-top-color: #ebccd1;
}
.panel-danger > .panel-heading .badge {
  color: #f2dede;
  background-color: #a94442;
}
.panel-danger > .panel-footer + .panel-collapse > .panel-body {
  border-bottom-color: #ebccd1;
}
.embed-responsive {
  position: relative;
  display: block;
  height: 0;
  padding: 0;
  overflow: hidden;
}
.embed-responsive .embed-responsive-item,
.embed-responsive iframe,
.embed-responsive embed,
.embed-responsive object,
.embed-responsive video {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  height: 100%;
  width: 100%;
  border: 0;
}
.embed-responsive-16by9 {
  padding-bottom: 56.25%;
}
.embed-responsive-4by3 {
  padding-bottom: 75%;
}
.well {
  min-height: 20px;
  padding: 19px;
  margin-bottom: 20px;
  background-color: #f5f5f5;
  border: 1px solid #e3e3e3;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.05);
}
.well blockquote {
  border-color: #ddd;
  border-color: rgba(0, 0, 0, 0.15);
}
.well-lg {
  padding: 24px;
  border-radius: 3px;
}
.well-sm {
  padding: 9px;
  border-radius: 1px;
}
.close {
  float: right;
  font-size: 19.5px;
  font-weight: bold;
  line-height: 1;
  color: #000;
  text-shadow: 0 1px 0 #fff;
  opacity: 0.2;
  filter: alpha(opacity=20);
}
.close:hover,
.close:focus {
  color: #000;
  text-decoration: none;
  cursor: pointer;
  opacity: 0.5;
  filter: alpha(opacity=50);
}
button.close {
  padding: 0;
  cursor: pointer;
  background: transparent;
  border: 0;
  -webkit-appearance: none;
}
.modal-open {
  overflow: hidden;
}
.modal {
  display: none;
  overflow: hidden;
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1050;
  -webkit-overflow-scrolling: touch;
  outline: 0;
}
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, -25%);
  -ms-transform: translate(0, -25%);
  -o-transform: translate(0, -25%);
  transform: translate(0, -25%);
  -webkit-transition: -webkit-transform 0.3s ease-out;
  -moz-transition: -moz-transform 0.3s ease-out;
  -o-transition: -o-transform 0.3s ease-out;
  transition: transform 0.3s ease-out;
}
.modal.in .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
.modal-open .modal {
  overflow-x: hidden;
  overflow-y: auto;
}
.modal-dialog {
  position: relative;
  width: auto;
  margin: 10px;
}
.modal-content {
  position: relative;
  background-color: #fff;
  border: 1px solid #999;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  box-shadow: 0 3px 9px rgba(0, 0, 0, 0.5);
  background-clip: padding-box;
  outline: 0;
}
.modal-backdrop {
  position: fixed;
  top: 0;
  right: 0;
  bottom: 0;
  left: 0;
  z-index: 1040;
  background-color: #000;
}
.modal-backdrop.fade {
  opacity: 0;
  filter: alpha(opacity=0);
}
.modal-backdrop.in {
  opacity: 0.5;
  filter: alpha(opacity=50);
}
.modal-header {
  padding: 15px;
  border-bottom: 1px solid #e5e5e5;
}
.modal-header .close {
  margin-top: -2px;
}
.modal-title {
  margin: 0;
  line-height: 1.42857143;
}
.modal-body {
  position: relative;
  padding: 15px;
}
.modal-footer {
  padding: 15px;
  text-align: right;
  border-top: 1px solid #e5e5e5;
}
.modal-footer .btn + .btn {
  margin-left: 5px;
  margin-bottom: 0;
}
.modal-footer .btn-group .btn + .btn {
  margin-left: -1px;
}
.modal-footer .btn-block + .btn-block {
  margin-left: 0;
}
.modal-scrollbar-measure {
  position: absolute;
  top: -9999px;
  width: 50px;
  height: 50px;
  overflow: scroll;
}
@media (min-width: 768px) {
  .modal-dialog {
    width: 600px;
    margin: 30px auto;
  }
  .modal-content {
    -webkit-box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
    box-shadow: 0 5px 15px rgba(0, 0, 0, 0.5);
  }
  .modal-sm {
    width: 300px;
  }
}
@media (min-width: 992px) {
  .modal-lg {
    width: 900px;
  }
}
.tooltip {
  position: absolute;
  z-index: 1070;
  display: block;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 12px;
  opacity: 0;
  filter: alpha(opacity=0);
}
.tooltip.in {
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.tooltip.top {
  margin-top: -3px;
  padding: 5px 0;
}
.tooltip.right {
  margin-left: 3px;
  padding: 0 5px;
}
.tooltip.bottom {
  margin-top: 3px;
  padding: 5px 0;
}
.tooltip.left {
  margin-left: -3px;
  padding: 0 5px;
}
.tooltip-inner {
  max-width: 200px;
  padding: 3px 8px;
  color: #fff;
  text-align: center;
  background-color: #000;
  border-radius: 2px;
}
.tooltip-arrow {
  position: absolute;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.tooltip.top .tooltip-arrow {
  bottom: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-left .tooltip-arrow {
  bottom: 0;
  right: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.top-right .tooltip-arrow {
  bottom: 0;
  left: 5px;
  margin-bottom: -5px;
  border-width: 5px 5px 0;
  border-top-color: #000;
}
.tooltip.right .tooltip-arrow {
  top: 50%;
  left: 0;
  margin-top: -5px;
  border-width: 5px 5px 5px 0;
  border-right-color: #000;
}
.tooltip.left .tooltip-arrow {
  top: 50%;
  right: 0;
  margin-top: -5px;
  border-width: 5px 0 5px 5px;
  border-left-color: #000;
}
.tooltip.bottom .tooltip-arrow {
  top: 0;
  left: 50%;
  margin-left: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-left .tooltip-arrow {
  top: 0;
  right: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.tooltip.bottom-right .tooltip-arrow {
  top: 0;
  left: 5px;
  margin-top: -5px;
  border-width: 0 5px 5px;
  border-bottom-color: #000;
}
.popover {
  position: absolute;
  top: 0;
  left: 0;
  z-index: 1060;
  display: none;
  max-width: 276px;
  padding: 1px;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
  font-style: normal;
  font-weight: normal;
  letter-spacing: normal;
  line-break: auto;
  line-height: 1.42857143;
  text-align: left;
  text-align: start;
  text-decoration: none;
  text-shadow: none;
  text-transform: none;
  white-space: normal;
  word-break: normal;
  word-spacing: normal;
  word-wrap: normal;
  font-size: 13px;
  background-color: #fff;
  background-clip: padding-box;
  border: 1px solid #ccc;
  border: 1px solid rgba(0, 0, 0, 0.2);
  border-radius: 3px;
  -webkit-box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
  box-shadow: 0 5px 10px rgba(0, 0, 0, 0.2);
}
.popover.top {
  margin-top: -10px;
}
.popover.right {
  margin-left: 10px;
}
.popover.bottom {
  margin-top: 10px;
}
.popover.left {
  margin-left: -10px;
}
.popover-title {
  margin: 0;
  padding: 8px 14px;
  font-size: 13px;
  background-color: #f7f7f7;
  border-bottom: 1px solid #ebebeb;
  border-radius: 2px 2px 0 0;
}
.popover-content {
  padding: 9px 14px;
}
.popover > .arrow,
.popover > .arrow:after {
  position: absolute;
  display: block;
  width: 0;
  height: 0;
  border-color: transparent;
  border-style: solid;
}
.popover > .arrow {
  border-width: 11px;
}
.popover > .arrow:after {
  border-width: 10px;
  content: "";
}
.popover.top > .arrow {
  left: 50%;
  margin-left: -11px;
  border-bottom-width: 0;
  border-top-color: #999999;
  border-top-color: rgba(0, 0, 0, 0.25);
  bottom: -11px;
}
.popover.top > .arrow:after {
  content: " ";
  bottom: 1px;
  margin-left: -10px;
  border-bottom-width: 0;
  border-top-color: #fff;
}
.popover.right > .arrow {
  top: 50%;
  left: -11px;
  margin-top: -11px;
  border-left-width: 0;
  border-right-color: #999999;
  border-right-color: rgba(0, 0, 0, 0.25);
}
.popover.right > .arrow:after {
  content: " ";
  left: 1px;
  bottom: -10px;
  border-left-width: 0;
  border-right-color: #fff;
}
.popover.bottom > .arrow {
  left: 50%;
  margin-left: -11px;
  border-top-width: 0;
  border-bottom-color: #999999;
  border-bottom-color: rgba(0, 0, 0, 0.25);
  top: -11px;
}
.popover.bottom > .arrow:after {
  content: " ";
  top: 1px;
  margin-left: -10px;
  border-top-width: 0;
  border-bottom-color: #fff;
}
.popover.left > .arrow {
  top: 50%;
  right: -11px;
  margin-top: -11px;
  border-right-width: 0;
  border-left-color: #999999;
  border-left-color: rgba(0, 0, 0, 0.25);
}
.popover.left > .arrow:after {
  content: " ";
  right: 1px;
  border-right-width: 0;
  border-left-color: #fff;
  bottom: -10px;
}
.carousel {
  position: relative;
}
.carousel-inner {
  position: relative;
  overflow: hidden;
  width: 100%;
}
.carousel-inner > .item {
  display: none;
  position: relative;
  -webkit-transition: 0.6s ease-in-out left;
  -o-transition: 0.6s ease-in-out left;
  transition: 0.6s ease-in-out left;
}
.carousel-inner > .item > img,
.carousel-inner > .item > a > img {
  line-height: 1;
}
@media all and (transform-3d), (-webkit-transform-3d) {
  .carousel-inner > .item {
    -webkit-transition: -webkit-transform 0.6s ease-in-out;
    -moz-transition: -moz-transform 0.6s ease-in-out;
    -o-transition: -o-transform 0.6s ease-in-out;
    transition: transform 0.6s ease-in-out;
    -webkit-backface-visibility: hidden;
    -moz-backface-visibility: hidden;
    backface-visibility: hidden;
    -webkit-perspective: 1000px;
    -moz-perspective: 1000px;
    perspective: 1000px;
  }
  .carousel-inner > .item.next,
  .carousel-inner > .item.active.right {
    -webkit-transform: translate3d(100%, 0, 0);
    transform: translate3d(100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.prev,
  .carousel-inner > .item.active.left {
    -webkit-transform: translate3d(-100%, 0, 0);
    transform: translate3d(-100%, 0, 0);
    left: 0;
  }
  .carousel-inner > .item.next.left,
  .carousel-inner > .item.prev.right,
  .carousel-inner > .item.active {
    -webkit-transform: translate3d(0, 0, 0);
    transform: translate3d(0, 0, 0);
    left: 0;
  }
}
.carousel-inner > .active,
.carousel-inner > .next,
.carousel-inner > .prev {
  display: block;
}
.carousel-inner > .active {
  left: 0;
}
.carousel-inner > .next,
.carousel-inner > .prev {
  position: absolute;
  top: 0;
  width: 100%;
}
.carousel-inner > .next {
  left: 100%;
}
.carousel-inner > .prev {
  left: -100%;
}
.carousel-inner > .next.left,
.carousel-inner > .prev.right {
  left: 0;
}
.carousel-inner > .active.left {
  left: -100%;
}
.carousel-inner > .active.right {
  left: 100%;
}
.carousel-control {
  position: absolute;
  top: 0;
  left: 0;
  bottom: 0;
  width: 15%;
  opacity: 0.5;
  filter: alpha(opacity=50);
  font-size: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
  background-color: rgba(0, 0, 0, 0);
}
.carousel-control.left {
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.5) 0%, rgba(0, 0, 0, 0.0001) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#80000000', endColorstr='#00000000', GradientType=1);
}
.carousel-control.right {
  left: auto;
  right: 0;
  background-image: -webkit-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: -o-linear-gradient(left, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-image: linear-gradient(to right, rgba(0, 0, 0, 0.0001) 0%, rgba(0, 0, 0, 0.5) 100%);
  background-repeat: repeat-x;
  filter: progid:DXImageTransform.Microsoft.gradient(startColorstr='#00000000', endColorstr='#80000000', GradientType=1);
}
.carousel-control:hover,
.carousel-control:focus {
  outline: 0;
  color: #fff;
  text-decoration: none;
  opacity: 0.9;
  filter: alpha(opacity=90);
}
.carousel-control .icon-prev,
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-left,
.carousel-control .glyphicon-chevron-right {
  position: absolute;
  top: 50%;
  margin-top: -10px;
  z-index: 5;
  display: inline-block;
}
.carousel-control .icon-prev,
.carousel-control .glyphicon-chevron-left {
  left: 50%;
  margin-left: -10px;
}
.carousel-control .icon-next,
.carousel-control .glyphicon-chevron-right {
  right: 50%;
  margin-right: -10px;
}
.carousel-control .icon-prev,
.carousel-control .icon-next {
  width: 20px;
  height: 20px;
  line-height: 1;
  font-family: serif;
}
.carousel-control .icon-prev:before {
  content: '\2039';
}
.carousel-control .icon-next:before {
  content: '\203a';
}
.carousel-indicators {
  position: absolute;
  bottom: 10px;
  left: 50%;
  z-index: 15;
  width: 60%;
  margin-left: -30%;
  padding-left: 0;
  list-style: none;
  text-align: center;
}
.carousel-indicators li {
  display: inline-block;
  width: 10px;
  height: 10px;
  margin: 1px;
  text-indent: -999px;
  border: 1px solid #fff;
  border-radius: 10px;
  cursor: pointer;
  background-color: #000 \9;
  background-color: rgba(0, 0, 0, 0);
}
.carousel-indicators .active {
  margin: 0;
  width: 12px;
  height: 12px;
  background-color: #fff;
}
.carousel-caption {
  position: absolute;
  left: 15%;
  right: 15%;
  bottom: 20px;
  z-index: 10;
  padding-top: 20px;
  padding-bottom: 20px;
  color: #fff;
  text-align: center;
  text-shadow: 0 1px 2px rgba(0, 0, 0, 0.6);
}
.carousel-caption .btn {
  text-shadow: none;
}
@media screen and (min-width: 768px) {
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-prev,
  .carousel-control .icon-next {
    width: 30px;
    height: 30px;
    margin-top: -10px;
    font-size: 30px;
  }
  .carousel-control .glyphicon-chevron-left,
  .carousel-control .icon-prev {
    margin-left: -10px;
  }
  .carousel-control .glyphicon-chevron-right,
  .carousel-control .icon-next {
    margin-right: -10px;
  }
  .carousel-caption {
    left: 20%;
    right: 20%;
    padding-bottom: 30px;
  }
  .carousel-indicators {
    bottom: 20px;
  }
}
.clearfix:before,
.clearfix:after,
.dl-horizontal dd:before,
.dl-horizontal dd:after,
.container:before,
.container:after,
.container-fluid:before,
.container-fluid:after,
.row:before,
.row:after,
.form-horizontal .form-group:before,
.form-horizontal .form-group:after,
.btn-toolbar:before,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:before,
.btn-group-vertical > .btn-group:after,
.nav:before,
.nav:after,
.navbar:before,
.navbar:after,
.navbar-header:before,
.navbar-header:after,
.navbar-collapse:before,
.navbar-collapse:after,
.pager:before,
.pager:after,
.panel-body:before,
.panel-body:after,
.modal-header:before,
.modal-header:after,
.modal-footer:before,
.modal-footer:after,
.item_buttons:before,
.item_buttons:after {
  content: " ";
  display: table;
}
.clearfix:after,
.dl-horizontal dd:after,
.container:after,
.container-fluid:after,
.row:after,
.form-horizontal .form-group:after,
.btn-toolbar:after,
.btn-group-vertical > .btn-group:after,
.nav:after,
.navbar:after,
.navbar-header:after,
.navbar-collapse:after,
.pager:after,
.panel-body:after,
.modal-header:after,
.modal-footer:after,
.item_buttons:after {
  clear: both;
}
.center-block {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.pull-right {
  float: right !important;
}
.pull-left {
  float: left !important;
}
.hide {
  display: none !important;
}
.show {
  display: block !important;
}
.invisible {
  visibility: hidden;
}
.text-hide {
  font: 0/0 a;
  color: transparent;
  text-shadow: none;
  background-color: transparent;
  border: 0;
}
.hidden {
  display: none !important;
}
.affix {
  position: fixed;
}
@-ms-viewport {
  width: device-width;
}
.visible-xs,
.visible-sm,
.visible-md,
.visible-lg {
  display: none !important;
}
.visible-xs-block,
.visible-xs-inline,
.visible-xs-inline-block,
.visible-sm-block,
.visible-sm-inline,
.visible-sm-inline-block,
.visible-md-block,
.visible-md-inline,
.visible-md-inline-block,
.visible-lg-block,
.visible-lg-inline,
.visible-lg-inline-block {
  display: none !important;
}
@media (max-width: 767px) {
  .visible-xs {
    display: block !important;
  }
  table.visible-xs {
    display: table !important;
  }
  tr.visible-xs {
    display: table-row !important;
  }
  th.visible-xs,
  td.visible-xs {
    display: table-cell !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-block {
    display: block !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline {
    display: inline !important;
  }
}
@media (max-width: 767px) {
  .visible-xs-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm {
    display: block !important;
  }
  table.visible-sm {
    display: table !important;
  }
  tr.visible-sm {
    display: table-row !important;
  }
  th.visible-sm,
  td.visible-sm {
    display: table-cell !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-block {
    display: block !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline {
    display: inline !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .visible-sm-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md {
    display: block !important;
  }
  table.visible-md {
    display: table !important;
  }
  tr.visible-md {
    display: table-row !important;
  }
  th.visible-md,
  td.visible-md {
    display: table-cell !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-block {
    display: block !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline {
    display: inline !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .visible-md-inline-block {
    display: inline-block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg {
    display: block !important;
  }
  table.visible-lg {
    display: table !important;
  }
  tr.visible-lg {
    display: table-row !important;
  }
  th.visible-lg,
  td.visible-lg {
    display: table-cell !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-block {
    display: block !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline {
    display: inline !important;
  }
}
@media (min-width: 1200px) {
  .visible-lg-inline-block {
    display: inline-block !important;
  }
}
@media (max-width: 767px) {
  .hidden-xs {
    display: none !important;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  .hidden-sm {
    display: none !important;
  }
}
@media (min-width: 992px) and (max-width: 1199px) {
  .hidden-md {
    display: none !important;
  }
}
@media (min-width: 1200px) {
  .hidden-lg {
    display: none !important;
  }
}
.visible-print {
  display: none !important;
}
@media print {
  .visible-print {
    display: block !important;
  }
  table.visible-print {
    display: table !important;
  }
  tr.visible-print {
    display: table-row !important;
  }
  th.visible-print,
  td.visible-print {
    display: table-cell !important;
  }
}
.visible-print-block {
  display: none !important;
}
@media print {
  .visible-print-block {
    display: block !important;
  }
}
.visible-print-inline {
  display: none !important;
}
@media print {
  .visible-print-inline {
    display: inline !important;
  }
}
.visible-print-inline-block {
  display: none !important;
}
@media print {
  .visible-print-inline-block {
    display: inline-block !important;
  }
}
@media print {
  .hidden-print {
    display: none !important;
  }
}
/*!
*
* Font Awesome
*
*/
/*!
 *  Font Awesome 4.2.0 by @davegandy - http://fontawesome.io - @fontawesome
 *  License - http://fontawesome.io/license (Font: SIL OFL 1.1, CSS: MIT License)
 */
/* FONT PATH
 * -------------------------- */
@font-face {
  font-family: 'FontAwesome';
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?v=4.2.0');
  src: url('../components/font-awesome/fonts/fontawesome-webfont.eot?#iefix&v=4.2.0') format('embedded-opentype'), url('../components/font-awesome/fonts/fontawesome-webfont.woff?v=4.2.0') format('woff'), url('../components/font-awesome/fonts/fontawesome-webfont.ttf?v=4.2.0') format('truetype'), url('../components/font-awesome/fonts/fontawesome-webfont.svg?v=4.2.0#fontawesomeregular') format('svg');
  font-weight: normal;
  font-style: normal;
}
.fa {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
}
/* makes the font 33% larger relative to the icon container */
.fa-lg {
  font-size: 1.33333333em;
  line-height: 0.75em;
  vertical-align: -15%;
}
.fa-2x {
  font-size: 2em;
}
.fa-3x {
  font-size: 3em;
}
.fa-4x {
  font-size: 4em;
}
.fa-5x {
  font-size: 5em;
}
.fa-fw {
  width: 1.28571429em;
  text-align: center;
}
.fa-ul {
  padding-left: 0;
  margin-left: 2.14285714em;
  list-style-type: none;
}
.fa-ul > li {
  position: relative;
}
.fa-li {
  position: absolute;
  left: -2.14285714em;
  width: 2.14285714em;
  top: 0.14285714em;
  text-align: center;
}
.fa-li.fa-lg {
  left: -1.85714286em;
}
.fa-border {
  padding: .2em .25em .15em;
  border: solid 0.08em #eee;
  border-radius: .1em;
}
.pull-right {
  float: right;
}
.pull-left {
  float: left;
}
.fa.pull-left {
  margin-right: .3em;
}
.fa.pull-right {
  margin-left: .3em;
}
.fa-spin {
  -webkit-animation: fa-spin 2s infinite linear;
  animation: fa-spin 2s infinite linear;
}
@-webkit-keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
@keyframes fa-spin {
  0% {
    -webkit-transform: rotate(0deg);
    transform: rotate(0deg);
  }
  100% {
    -webkit-transform: rotate(359deg);
    transform: rotate(359deg);
  }
}
.fa-rotate-90 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=1);
  -webkit-transform: rotate(90deg);
  -ms-transform: rotate(90deg);
  transform: rotate(90deg);
}
.fa-rotate-180 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=2);
  -webkit-transform: rotate(180deg);
  -ms-transform: rotate(180deg);
  transform: rotate(180deg);
}
.fa-rotate-270 {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=3);
  -webkit-transform: rotate(270deg);
  -ms-transform: rotate(270deg);
  transform: rotate(270deg);
}
.fa-flip-horizontal {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=0, mirror=1);
  -webkit-transform: scale(-1, 1);
  -ms-transform: scale(-1, 1);
  transform: scale(-1, 1);
}
.fa-flip-vertical {
  filter: progid:DXImageTransform.Microsoft.BasicImage(rotation=2, mirror=1);
  -webkit-transform: scale(1, -1);
  -ms-transform: scale(1, -1);
  transform: scale(1, -1);
}
:root .fa-rotate-90,
:root .fa-rotate-180,
:root .fa-rotate-270,
:root .fa-flip-horizontal,
:root .fa-flip-vertical {
  filter: none;
}
.fa-stack {
  position: relative;
  display: inline-block;
  width: 2em;
  height: 2em;
  line-height: 2em;
  vertical-align: middle;
}
.fa-stack-1x,
.fa-stack-2x {
  position: absolute;
  left: 0;
  width: 100%;
  text-align: center;
}
.fa-stack-1x {
  line-height: inherit;
}
.fa-stack-2x {
  font-size: 2em;
}
.fa-inverse {
  color: #fff;
}
/* Font Awesome uses the Unicode Private Use Area (PUA) to ensure screen
   readers do not read off random characters that represent icons */
.fa-glass:before {
  content: "\f000";
}
.fa-music:before {
  content: "\f001";
}
.fa-search:before {
  content: "\f002";
}
.fa-envelope-o:before {
  content: "\f003";
}
.fa-heart:before {
  content: "\f004";
}
.fa-star:before {
  content: "\f005";
}
.fa-star-o:before {
  content: "\f006";
}
.fa-user:before {
  content: "\f007";
}
.fa-film:before {
  content: "\f008";
}
.fa-th-large:before {
  content: "\f009";
}
.fa-th:before {
  content: "\f00a";
}
.fa-th-list:before {
  content: "\f00b";
}
.fa-check:before {
  content: "\f00c";
}
.fa-remove:before,
.fa-close:before,
.fa-times:before {
  content: "\f00d";
}
.fa-search-plus:before {
  content: "\f00e";
}
.fa-search-minus:before {
  content: "\f010";
}
.fa-power-off:before {
  content: "\f011";
}
.fa-signal:before {
  content: "\f012";
}
.fa-gear:before,
.fa-cog:before {
  content: "\f013";
}
.fa-trash-o:before {
  content: "\f014";
}
.fa-home:before {
  content: "\f015";
}
.fa-file-o:before {
  content: "\f016";
}
.fa-clock-o:before {
  content: "\f017";
}
.fa-road:before {
  content: "\f018";
}
.fa-download:before {
  content: "\f019";
}
.fa-arrow-circle-o-down:before {
  content: "\f01a";
}
.fa-arrow-circle-o-up:before {
  content: "\f01b";
}
.fa-inbox:before {
  content: "\f01c";
}
.fa-play-circle-o:before {
  content: "\f01d";
}
.fa-rotate-right:before,
.fa-repeat:before {
  content: "\f01e";
}
.fa-refresh:before {
  content: "\f021";
}
.fa-list-alt:before {
  content: "\f022";
}
.fa-lock:before {
  content: "\f023";
}
.fa-flag:before {
  content: "\f024";
}
.fa-headphones:before {
  content: "\f025";
}
.fa-volume-off:before {
  content: "\f026";
}
.fa-volume-down:before {
  content: "\f027";
}
.fa-volume-up:before {
  content: "\f028";
}
.fa-qrcode:before {
  content: "\f029";
}
.fa-barcode:before {
  content: "\f02a";
}
.fa-tag:before {
  content: "\f02b";
}
.fa-tags:before {
  content: "\f02c";
}
.fa-book:before {
  content: "\f02d";
}
.fa-bookmark:before {
  content: "\f02e";
}
.fa-print:before {
  content: "\f02f";
}
.fa-camera:before {
  content: "\f030";
}
.fa-font:before {
  content: "\f031";
}
.fa-bold:before {
  content: "\f032";
}
.fa-italic:before {
  content: "\f033";
}
.fa-text-height:before {
  content: "\f034";
}
.fa-text-width:before {
  content: "\f035";
}
.fa-align-left:before {
  content: "\f036";
}
.fa-align-center:before {
  content: "\f037";
}
.fa-align-right:before {
  content: "\f038";
}
.fa-align-justify:before {
  content: "\f039";
}
.fa-list:before {
  content: "\f03a";
}
.fa-dedent:before,
.fa-outdent:before {
  content: "\f03b";
}
.fa-indent:before {
  content: "\f03c";
}
.fa-video-camera:before {
  content: "\f03d";
}
.fa-photo:before,
.fa-image:before,
.fa-picture-o:before {
  content: "\f03e";
}
.fa-pencil:before {
  content: "\f040";
}
.fa-map-marker:before {
  content: "\f041";
}
.fa-adjust:before {
  content: "\f042";
}
.fa-tint:before {
  content: "\f043";
}
.fa-edit:before,
.fa-pencil-square-o:before {
  content: "\f044";
}
.fa-share-square-o:before {
  content: "\f045";
}
.fa-check-square-o:before {
  content: "\f046";
}
.fa-arrows:before {
  content: "\f047";
}
.fa-step-backward:before {
  content: "\f048";
}
.fa-fast-backward:before {
  content: "\f049";
}
.fa-backward:before {
  content: "\f04a";
}
.fa-play:before {
  content: "\f04b";
}
.fa-pause:before {
  content: "\f04c";
}
.fa-stop:before {
  content: "\f04d";
}
.fa-forward:before {
  content: "\f04e";
}
.fa-fast-forward:before {
  content: "\f050";
}
.fa-step-forward:before {
  content: "\f051";
}
.fa-eject:before {
  content: "\f052";
}
.fa-chevron-left:before {
  content: "\f053";
}
.fa-chevron-right:before {
  content: "\f054";
}
.fa-plus-circle:before {
  content: "\f055";
}
.fa-minus-circle:before {
  content: "\f056";
}
.fa-times-circle:before {
  content: "\f057";
}
.fa-check-circle:before {
  content: "\f058";
}
.fa-question-circle:before {
  content: "\f059";
}
.fa-info-circle:before {
  content: "\f05a";
}
.fa-crosshairs:before {
  content: "\f05b";
}
.fa-times-circle-o:before {
  content: "\f05c";
}
.fa-check-circle-o:before {
  content: "\f05d";
}
.fa-ban:before {
  content: "\f05e";
}
.fa-arrow-left:before {
  content: "\f060";
}
.fa-arrow-right:before {
  content: "\f061";
}
.fa-arrow-up:before {
  content: "\f062";
}
.fa-arrow-down:before {
  content: "\f063";
}
.fa-mail-forward:before,
.fa-share:before {
  content: "\f064";
}
.fa-expand:before {
  content: "\f065";
}
.fa-compress:before {
  content: "\f066";
}
.fa-plus:before {
  content: "\f067";
}
.fa-minus:before {
  content: "\f068";
}
.fa-asterisk:before {
  content: "\f069";
}
.fa-exclamation-circle:before {
  content: "\f06a";
}
.fa-gift:before {
  content: "\f06b";
}
.fa-leaf:before {
  content: "\f06c";
}
.fa-fire:before {
  content: "\f06d";
}
.fa-eye:before {
  content: "\f06e";
}
.fa-eye-slash:before {
  content: "\f070";
}
.fa-warning:before,
.fa-exclamation-triangle:before {
  content: "\f071";
}
.fa-plane:before {
  content: "\f072";
}
.fa-calendar:before {
  content: "\f073";
}
.fa-random:before {
  content: "\f074";
}
.fa-comment:before {
  content: "\f075";
}
.fa-magnet:before {
  content: "\f076";
}
.fa-chevron-up:before {
  content: "\f077";
}
.fa-chevron-down:before {
  content: "\f078";
}
.fa-retweet:before {
  content: "\f079";
}
.fa-shopping-cart:before {
  content: "\f07a";
}
.fa-folder:before {
  content: "\f07b";
}
.fa-folder-open:before {
  content: "\f07c";
}
.fa-arrows-v:before {
  content: "\f07d";
}
.fa-arrows-h:before {
  content: "\f07e";
}
.fa-bar-chart-o:before,
.fa-bar-chart:before {
  content: "\f080";
}
.fa-twitter-square:before {
  content: "\f081";
}
.fa-facebook-square:before {
  content: "\f082";
}
.fa-camera-retro:before {
  content: "\f083";
}
.fa-key:before {
  content: "\f084";
}
.fa-gears:before,
.fa-cogs:before {
  content: "\f085";
}
.fa-comments:before {
  content: "\f086";
}
.fa-thumbs-o-up:before {
  content: "\f087";
}
.fa-thumbs-o-down:before {
  content: "\f088";
}
.fa-star-half:before {
  content: "\f089";
}
.fa-heart-o:before {
  content: "\f08a";
}
.fa-sign-out:before {
  content: "\f08b";
}
.fa-linkedin-square:before {
  content: "\f08c";
}
.fa-thumb-tack:before {
  content: "\f08d";
}
.fa-external-link:before {
  content: "\f08e";
}
.fa-sign-in:before {
  content: "\f090";
}
.fa-trophy:before {
  content: "\f091";
}
.fa-github-square:before {
  content: "\f092";
}
.fa-upload:before {
  content: "\f093";
}
.fa-lemon-o:before {
  content: "\f094";
}
.fa-phone:before {
  content: "\f095";
}
.fa-square-o:before {
  content: "\f096";
}
.fa-bookmark-o:before {
  content: "\f097";
}
.fa-phone-square:before {
  content: "\f098";
}
.fa-twitter:before {
  content: "\f099";
}
.fa-facebook:before {
  content: "\f09a";
}
.fa-github:before {
  content: "\f09b";
}
.fa-unlock:before {
  content: "\f09c";
}
.fa-credit-card:before {
  content: "\f09d";
}
.fa-rss:before {
  content: "\f09e";
}
.fa-hdd-o:before {
  content: "\f0a0";
}
.fa-bullhorn:before {
  content: "\f0a1";
}
.fa-bell:before {
  content: "\f0f3";
}
.fa-certificate:before {
  content: "\f0a3";
}
.fa-hand-o-right:before {
  content: "\f0a4";
}
.fa-hand-o-left:before {
  content: "\f0a5";
}
.fa-hand-o-up:before {
  content: "\f0a6";
}
.fa-hand-o-down:before {
  content: "\f0a7";
}
.fa-arrow-circle-left:before {
  content: "\f0a8";
}
.fa-arrow-circle-right:before {
  content: "\f0a9";
}
.fa-arrow-circle-up:before {
  content: "\f0aa";
}
.fa-arrow-circle-down:before {
  content: "\f0ab";
}
.fa-globe:before {
  content: "\f0ac";
}
.fa-wrench:before {
  content: "\f0ad";
}
.fa-tasks:before {
  content: "\f0ae";
}
.fa-filter:before {
  content: "\f0b0";
}
.fa-briefcase:before {
  content: "\f0b1";
}
.fa-arrows-alt:before {
  content: "\f0b2";
}
.fa-group:before,
.fa-users:before {
  content: "\f0c0";
}
.fa-chain:before,
.fa-link:before {
  content: "\f0c1";
}
.fa-cloud:before {
  content: "\f0c2";
}
.fa-flask:before {
  content: "\f0c3";
}
.fa-cut:before,
.fa-scissors:before {
  content: "\f0c4";
}
.fa-copy:before,
.fa-files-o:before {
  content: "\f0c5";
}
.fa-paperclip:before {
  content: "\f0c6";
}
.fa-save:before,
.fa-floppy-o:before {
  content: "\f0c7";
}
.fa-square:before {
  content: "\f0c8";
}
.fa-navicon:before,
.fa-reorder:before,
.fa-bars:before {
  content: "\f0c9";
}
.fa-list-ul:before {
  content: "\f0ca";
}
.fa-list-ol:before {
  content: "\f0cb";
}
.fa-strikethrough:before {
  content: "\f0cc";
}
.fa-underline:before {
  content: "\f0cd";
}
.fa-table:before {
  content: "\f0ce";
}
.fa-magic:before {
  content: "\f0d0";
}
.fa-truck:before {
  content: "\f0d1";
}
.fa-pinterest:before {
  content: "\f0d2";
}
.fa-pinterest-square:before {
  content: "\f0d3";
}
.fa-google-plus-square:before {
  content: "\f0d4";
}
.fa-google-plus:before {
  content: "\f0d5";
}
.fa-money:before {
  content: "\f0d6";
}
.fa-caret-down:before {
  content: "\f0d7";
}
.fa-caret-up:before {
  content: "\f0d8";
}
.fa-caret-left:before {
  content: "\f0d9";
}
.fa-caret-right:before {
  content: "\f0da";
}
.fa-columns:before {
  content: "\f0db";
}
.fa-unsorted:before,
.fa-sort:before {
  content: "\f0dc";
}
.fa-sort-down:before,
.fa-sort-desc:before {
  content: "\f0dd";
}
.fa-sort-up:before,
.fa-sort-asc:before {
  content: "\f0de";
}
.fa-envelope:before {
  content: "\f0e0";
}
.fa-linkedin:before {
  content: "\f0e1";
}
.fa-rotate-left:before,
.fa-undo:before {
  content: "\f0e2";
}
.fa-legal:before,
.fa-gavel:before {
  content: "\f0e3";
}
.fa-dashboard:before,
.fa-tachometer:before {
  content: "\f0e4";
}
.fa-comment-o:before {
  content: "\f0e5";
}
.fa-comments-o:before {
  content: "\f0e6";
}
.fa-flash:before,
.fa-bolt:before {
  content: "\f0e7";
}
.fa-sitemap:before {
  content: "\f0e8";
}
.fa-umbrella:before {
  content: "\f0e9";
}
.fa-paste:before,
.fa-clipboard:before {
  content: "\f0ea";
}
.fa-lightbulb-o:before {
  content: "\f0eb";
}
.fa-exchange:before {
  content: "\f0ec";
}
.fa-cloud-download:before {
  content: "\f0ed";
}
.fa-cloud-upload:before {
  content: "\f0ee";
}
.fa-user-md:before {
  content: "\f0f0";
}
.fa-stethoscope:before {
  content: "\f0f1";
}
.fa-suitcase:before {
  content: "\f0f2";
}
.fa-bell-o:before {
  content: "\f0a2";
}
.fa-coffee:before {
  content: "\f0f4";
}
.fa-cutlery:before {
  content: "\f0f5";
}
.fa-file-text-o:before {
  content: "\f0f6";
}
.fa-building-o:before {
  content: "\f0f7";
}
.fa-hospital-o:before {
  content: "\f0f8";
}
.fa-ambulance:before {
  content: "\f0f9";
}
.fa-medkit:before {
  content: "\f0fa";
}
.fa-fighter-jet:before {
  content: "\f0fb";
}
.fa-beer:before {
  content: "\f0fc";
}
.fa-h-square:before {
  content: "\f0fd";
}
.fa-plus-square:before {
  content: "\f0fe";
}
.fa-angle-double-left:before {
  content: "\f100";
}
.fa-angle-double-right:before {
  content: "\f101";
}
.fa-angle-double-up:before {
  content: "\f102";
}
.fa-angle-double-down:before {
  content: "\f103";
}
.fa-angle-left:before {
  content: "\f104";
}
.fa-angle-right:before {
  content: "\f105";
}
.fa-angle-up:before {
  content: "\f106";
}
.fa-angle-down:before {
  content: "\f107";
}
.fa-desktop:before {
  content: "\f108";
}
.fa-laptop:before {
  content: "\f109";
}
.fa-tablet:before {
  content: "\f10a";
}
.fa-mobile-phone:before,
.fa-mobile:before {
  content: "\f10b";
}
.fa-circle-o:before {
  content: "\f10c";
}
.fa-quote-left:before {
  content: "\f10d";
}
.fa-quote-right:before {
  content: "\f10e";
}
.fa-spinner:before {
  content: "\f110";
}
.fa-circle:before {
  content: "\f111";
}
.fa-mail-reply:before,
.fa-reply:before {
  content: "\f112";
}
.fa-github-alt:before {
  content: "\f113";
}
.fa-folder-o:before {
  content: "\f114";
}
.fa-folder-open-o:before {
  content: "\f115";
}
.fa-smile-o:before {
  content: "\f118";
}
.fa-frown-o:before {
  content: "\f119";
}
.fa-meh-o:before {
  content: "\f11a";
}
.fa-gamepad:before {
  content: "\f11b";
}
.fa-keyboard-o:before {
  content: "\f11c";
}
.fa-flag-o:before {
  content: "\f11d";
}
.fa-flag-checkered:before {
  content: "\f11e";
}
.fa-terminal:before {
  content: "\f120";
}
.fa-code:before {
  content: "\f121";
}
.fa-mail-reply-all:before,
.fa-reply-all:before {
  content: "\f122";
}
.fa-star-half-empty:before,
.fa-star-half-full:before,
.fa-star-half-o:before {
  content: "\f123";
}
.fa-location-arrow:before {
  content: "\f124";
}
.fa-crop:before {
  content: "\f125";
}
.fa-code-fork:before {
  content: "\f126";
}
.fa-unlink:before,
.fa-chain-broken:before {
  content: "\f127";
}
.fa-question:before {
  content: "\f128";
}
.fa-info:before {
  content: "\f129";
}
.fa-exclamation:before {
  content: "\f12a";
}
.fa-superscript:before {
  content: "\f12b";
}
.fa-subscript:before {
  content: "\f12c";
}
.fa-eraser:before {
  content: "\f12d";
}
.fa-puzzle-piece:before {
  content: "\f12e";
}
.fa-microphone:before {
  content: "\f130";
}
.fa-microphone-slash:before {
  content: "\f131";
}
.fa-shield:before {
  content: "\f132";
}
.fa-calendar-o:before {
  content: "\f133";
}
.fa-fire-extinguisher:before {
  content: "\f134";
}
.fa-rocket:before {
  content: "\f135";
}
.fa-maxcdn:before {
  content: "\f136";
}
.fa-chevron-circle-left:before {
  content: "\f137";
}
.fa-chevron-circle-right:before {
  content: "\f138";
}
.fa-chevron-circle-up:before {
  content: "\f139";
}
.fa-chevron-circle-down:before {
  content: "\f13a";
}
.fa-html5:before {
  content: "\f13b";
}
.fa-css3:before {
  content: "\f13c";
}
.fa-anchor:before {
  content: "\f13d";
}
.fa-unlock-alt:before {
  content: "\f13e";
}
.fa-bullseye:before {
  content: "\f140";
}
.fa-ellipsis-h:before {
  content: "\f141";
}
.fa-ellipsis-v:before {
  content: "\f142";
}
.fa-rss-square:before {
  content: "\f143";
}
.fa-play-circle:before {
  content: "\f144";
}
.fa-ticket:before {
  content: "\f145";
}
.fa-minus-square:before {
  content: "\f146";
}
.fa-minus-square-o:before {
  content: "\f147";
}
.fa-level-up:before {
  content: "\f148";
}
.fa-level-down:before {
  content: "\f149";
}
.fa-check-square:before {
  content: "\f14a";
}
.fa-pencil-square:before {
  content: "\f14b";
}
.fa-external-link-square:before {
  content: "\f14c";
}
.fa-share-square:before {
  content: "\f14d";
}
.fa-compass:before {
  content: "\f14e";
}
.fa-toggle-down:before,
.fa-caret-square-o-down:before {
  content: "\f150";
}
.fa-toggle-up:before,
.fa-caret-square-o-up:before {
  content: "\f151";
}
.fa-toggle-right:before,
.fa-caret-square-o-right:before {
  content: "\f152";
}
.fa-euro:before,
.fa-eur:before {
  content: "\f153";
}
.fa-gbp:before {
  content: "\f154";
}
.fa-dollar:before,
.fa-usd:before {
  content: "\f155";
}
.fa-rupee:before,
.fa-inr:before {
  content: "\f156";
}
.fa-cny:before,
.fa-rmb:before,
.fa-yen:before,
.fa-jpy:before {
  content: "\f157";
}
.fa-ruble:before,
.fa-rouble:before,
.fa-rub:before {
  content: "\f158";
}
.fa-won:before,
.fa-krw:before {
  content: "\f159";
}
.fa-bitcoin:before,
.fa-btc:before {
  content: "\f15a";
}
.fa-file:before {
  content: "\f15b";
}
.fa-file-text:before {
  content: "\f15c";
}
.fa-sort-alpha-asc:before {
  content: "\f15d";
}
.fa-sort-alpha-desc:before {
  content: "\f15e";
}
.fa-sort-amount-asc:before {
  content: "\f160";
}
.fa-sort-amount-desc:before {
  content: "\f161";
}
.fa-sort-numeric-asc:before {
  content: "\f162";
}
.fa-sort-numeric-desc:before {
  content: "\f163";
}
.fa-thumbs-up:before {
  content: "\f164";
}
.fa-thumbs-down:before {
  content: "\f165";
}
.fa-youtube-square:before {
  content: "\f166";
}
.fa-youtube:before {
  content: "\f167";
}
.fa-xing:before {
  content: "\f168";
}
.fa-xing-square:before {
  content: "\f169";
}
.fa-youtube-play:before {
  content: "\f16a";
}
.fa-dropbox:before {
  content: "\f16b";
}
.fa-stack-overflow:before {
  content: "\f16c";
}
.fa-instagram:before {
  content: "\f16d";
}
.fa-flickr:before {
  content: "\f16e";
}
.fa-adn:before {
  content: "\f170";
}
.fa-bitbucket:before {
  content: "\f171";
}
.fa-bitbucket-square:before {
  content: "\f172";
}
.fa-tumblr:before {
  content: "\f173";
}
.fa-tumblr-square:before {
  content: "\f174";
}
.fa-long-arrow-down:before {
  content: "\f175";
}
.fa-long-arrow-up:before {
  content: "\f176";
}
.fa-long-arrow-left:before {
  content: "\f177";
}
.fa-long-arrow-right:before {
  content: "\f178";
}
.fa-apple:before {
  content: "\f179";
}
.fa-windows:before {
  content: "\f17a";
}
.fa-android:before {
  content: "\f17b";
}
.fa-linux:before {
  content: "\f17c";
}
.fa-dribbble:before {
  content: "\f17d";
}
.fa-skype:before {
  content: "\f17e";
}
.fa-foursquare:before {
  content: "\f180";
}
.fa-trello:before {
  content: "\f181";
}
.fa-female:before {
  content: "\f182";
}
.fa-male:before {
  content: "\f183";
}
.fa-gittip:before {
  content: "\f184";
}
.fa-sun-o:before {
  content: "\f185";
}
.fa-moon-o:before {
  content: "\f186";
}
.fa-archive:before {
  content: "\f187";
}
.fa-bug:before {
  content: "\f188";
}
.fa-vk:before {
  content: "\f189";
}
.fa-weibo:before {
  content: "\f18a";
}
.fa-renren:before {
  content: "\f18b";
}
.fa-pagelines:before {
  content: "\f18c";
}
.fa-stack-exchange:before {
  content: "\f18d";
}
.fa-arrow-circle-o-right:before {
  content: "\f18e";
}
.fa-arrow-circle-o-left:before {
  content: "\f190";
}
.fa-toggle-left:before,
.fa-caret-square-o-left:before {
  content: "\f191";
}
.fa-dot-circle-o:before {
  content: "\f192";
}
.fa-wheelchair:before {
  content: "\f193";
}
.fa-vimeo-square:before {
  content: "\f194";
}
.fa-turkish-lira:before,
.fa-try:before {
  content: "\f195";
}
.fa-plus-square-o:before {
  content: "\f196";
}
.fa-space-shuttle:before {
  content: "\f197";
}
.fa-slack:before {
  content: "\f198";
}
.fa-envelope-square:before {
  content: "\f199";
}
.fa-wordpress:before {
  content: "\f19a";
}
.fa-openid:before {
  content: "\f19b";
}
.fa-institution:before,
.fa-bank:before,
.fa-university:before {
  content: "\f19c";
}
.fa-mortar-board:before,
.fa-graduation-cap:before {
  content: "\f19d";
}
.fa-yahoo:before {
  content: "\f19e";
}
.fa-google:before {
  content: "\f1a0";
}
.fa-reddit:before {
  content: "\f1a1";
}
.fa-reddit-square:before {
  content: "\f1a2";
}
.fa-stumbleupon-circle:before {
  content: "\f1a3";
}
.fa-stumbleupon:before {
  content: "\f1a4";
}
.fa-delicious:before {
  content: "\f1a5";
}
.fa-digg:before {
  content: "\f1a6";
}
.fa-pied-piper:before {
  content: "\f1a7";
}
.fa-pied-piper-alt:before {
  content: "\f1a8";
}
.fa-drupal:before {
  content: "\f1a9";
}
.fa-joomla:before {
  content: "\f1aa";
}
.fa-language:before {
  content: "\f1ab";
}
.fa-fax:before {
  content: "\f1ac";
}
.fa-building:before {
  content: "\f1ad";
}
.fa-child:before {
  content: "\f1ae";
}
.fa-paw:before {
  content: "\f1b0";
}
.fa-spoon:before {
  content: "\f1b1";
}
.fa-cube:before {
  content: "\f1b2";
}
.fa-cubes:before {
  content: "\f1b3";
}
.fa-behance:before {
  content: "\f1b4";
}
.fa-behance-square:before {
  content: "\f1b5";
}
.fa-steam:before {
  content: "\f1b6";
}
.fa-steam-square:before {
  content: "\f1b7";
}
.fa-recycle:before {
  content: "\f1b8";
}
.fa-automobile:before,
.fa-car:before {
  content: "\f1b9";
}
.fa-cab:before,
.fa-taxi:before {
  content: "\f1ba";
}
.fa-tree:before {
  content: "\f1bb";
}
.fa-spotify:before {
  content: "\f1bc";
}
.fa-deviantart:before {
  content: "\f1bd";
}
.fa-soundcloud:before {
  content: "\f1be";
}
.fa-database:before {
  content: "\f1c0";
}
.fa-file-pdf-o:before {
  content: "\f1c1";
}
.fa-file-word-o:before {
  content: "\f1c2";
}
.fa-file-excel-o:before {
  content: "\f1c3";
}
.fa-file-powerpoint-o:before {
  content: "\f1c4";
}
.fa-file-photo-o:before,
.fa-file-picture-o:before,
.fa-file-image-o:before {
  content: "\f1c5";
}
.fa-file-zip-o:before,
.fa-file-archive-o:before {
  content: "\f1c6";
}
.fa-file-sound-o:before,
.fa-file-audio-o:before {
  content: "\f1c7";
}
.fa-file-movie-o:before,
.fa-file-video-o:before {
  content: "\f1c8";
}
.fa-file-code-o:before {
  content: "\f1c9";
}
.fa-vine:before {
  content: "\f1ca";
}
.fa-codepen:before {
  content: "\f1cb";
}
.fa-jsfiddle:before {
  content: "\f1cc";
}
.fa-life-bouy:before,
.fa-life-buoy:before,
.fa-life-saver:before,
.fa-support:before,
.fa-life-ring:before {
  content: "\f1cd";
}
.fa-circle-o-notch:before {
  content: "\f1ce";
}
.fa-ra:before,
.fa-rebel:before {
  content: "\f1d0";
}
.fa-ge:before,
.fa-empire:before {
  content: "\f1d1";
}
.fa-git-square:before {
  content: "\f1d2";
}
.fa-git:before {
  content: "\f1d3";
}
.fa-hacker-news:before {
  content: "\f1d4";
}
.fa-tencent-weibo:before {
  content: "\f1d5";
}
.fa-qq:before {
  content: "\f1d6";
}
.fa-wechat:before,
.fa-weixin:before {
  content: "\f1d7";
}
.fa-send:before,
.fa-paper-plane:before {
  content: "\f1d8";
}
.fa-send-o:before,
.fa-paper-plane-o:before {
  content: "\f1d9";
}
.fa-history:before {
  content: "\f1da";
}
.fa-circle-thin:before {
  content: "\f1db";
}
.fa-header:before {
  content: "\f1dc";
}
.fa-paragraph:before {
  content: "\f1dd";
}
.fa-sliders:before {
  content: "\f1de";
}
.fa-share-alt:before {
  content: "\f1e0";
}
.fa-share-alt-square:before {
  content: "\f1e1";
}
.fa-bomb:before {
  content: "\f1e2";
}
.fa-soccer-ball-o:before,
.fa-futbol-o:before {
  content: "\f1e3";
}
.fa-tty:before {
  content: "\f1e4";
}
.fa-binoculars:before {
  content: "\f1e5";
}
.fa-plug:before {
  content: "\f1e6";
}
.fa-slideshare:before {
  content: "\f1e7";
}
.fa-twitch:before {
  content: "\f1e8";
}
.fa-yelp:before {
  content: "\f1e9";
}
.fa-newspaper-o:before {
  content: "\f1ea";
}
.fa-wifi:before {
  content: "\f1eb";
}
.fa-calculator:before {
  content: "\f1ec";
}
.fa-paypal:before {
  content: "\f1ed";
}
.fa-google-wallet:before {
  content: "\f1ee";
}
.fa-cc-visa:before {
  content: "\f1f0";
}
.fa-cc-mastercard:before {
  content: "\f1f1";
}
.fa-cc-discover:before {
  content: "\f1f2";
}
.fa-cc-amex:before {
  content: "\f1f3";
}
.fa-cc-paypal:before {
  content: "\f1f4";
}
.fa-cc-stripe:before {
  content: "\f1f5";
}
.fa-bell-slash:before {
  content: "\f1f6";
}
.fa-bell-slash-o:before {
  content: "\f1f7";
}
.fa-trash:before {
  content: "\f1f8";
}
.fa-copyright:before {
  content: "\f1f9";
}
.fa-at:before {
  content: "\f1fa";
}
.fa-eyedropper:before {
  content: "\f1fb";
}
.fa-paint-brush:before {
  content: "\f1fc";
}
.fa-birthday-cake:before {
  content: "\f1fd";
}
.fa-area-chart:before {
  content: "\f1fe";
}
.fa-pie-chart:before {
  content: "\f200";
}
.fa-line-chart:before {
  content: "\f201";
}
.fa-lastfm:before {
  content: "\f202";
}
.fa-lastfm-square:before {
  content: "\f203";
}
.fa-toggle-off:before {
  content: "\f204";
}
.fa-toggle-on:before {
  content: "\f205";
}
.fa-bicycle:before {
  content: "\f206";
}
.fa-bus:before {
  content: "\f207";
}
.fa-ioxhost:before {
  content: "\f208";
}
.fa-angellist:before {
  content: "\f209";
}
.fa-cc:before {
  content: "\f20a";
}
.fa-shekel:before,
.fa-sheqel:before,
.fa-ils:before {
  content: "\f20b";
}
.fa-meanpath:before {
  content: "\f20c";
}
/*!
*
* IPython base
*
*/
.modal.fade .modal-dialog {
  -webkit-transform: translate(0, 0);
  -ms-transform: translate(0, 0);
  -o-transform: translate(0, 0);
  transform: translate(0, 0);
}
code {
  color: #000;
}
pre {
  font-size: inherit;
  line-height: inherit;
}
label {
  font-weight: normal;
}
/* Make the page background atleast 100% the height of the view port */
/* Make the page itself atleast 70% the height of the view port */
.border-box-sizing {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.corner-all {
  border-radius: 2px;
}
.no-padding {
  padding: 0px;
}
/* Flexible box model classes */
/* Taken from Alex Russell http://infrequently.org/2009/08/css-3-progress/ */
/* This file is a compatability layer.  It allows the usage of flexible box 
model layouts accross multiple browsers, including older browsers.  The newest,
universal implementation of the flexible box model is used when available (see
`Modern browsers` comments below).  Browsers that are known to implement this 
new spec completely include:

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

Browsers not listed, including Safari, are supported via the styling under the
`Old browsers` comments below.
*/
.hbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
.hbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.vbox {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
.vbox > * {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
}
.hbox.reverse,
.vbox.reverse,
.reverse {
  /* Old browsers */
  -webkit-box-direction: reverse;
  -moz-box-direction: reverse;
  box-direction: reverse;
  /* Modern browsers */
  flex-direction: row-reverse;
}
.hbox.box-flex0,
.vbox.box-flex0,
.box-flex0 {
  /* Old browsers */
  -webkit-box-flex: 0;
  -moz-box-flex: 0;
  box-flex: 0;
  /* Modern browsers */
  flex: none;
  width: auto;
}
.hbox.box-flex1,
.vbox.box-flex1,
.box-flex1 {
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex,
.vbox.box-flex,
.box-flex {
  /* Old browsers */
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
.hbox.box-flex2,
.vbox.box-flex2,
.box-flex2 {
  /* Old browsers */
  -webkit-box-flex: 2;
  -moz-box-flex: 2;
  box-flex: 2;
  /* Modern browsers */
  flex: 2;
}
.box-group1 {
  /*  Deprecated */
  -webkit-box-flex-group: 1;
  -moz-box-flex-group: 1;
  box-flex-group: 1;
}
.box-group2 {
  /* Deprecated */
  -webkit-box-flex-group: 2;
  -moz-box-flex-group: 2;
  box-flex-group: 2;
}
.hbox.start,
.vbox.start,
.start {
  /* Old browsers */
  -webkit-box-pack: start;
  -moz-box-pack: start;
  box-pack: start;
  /* Modern browsers */
  justify-content: flex-start;
}
.hbox.end,
.vbox.end,
.end {
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
}
.hbox.center,
.vbox.center,
.center {
  /* Old browsers */
  -webkit-box-pack: center;
  -moz-box-pack: center;
  box-pack: center;
  /* Modern browsers */
  justify-content: center;
}
.hbox.baseline,
.vbox.baseline,
.baseline {
  /* Old browsers */
  -webkit-box-pack: baseline;
  -moz-box-pack: baseline;
  box-pack: baseline;
  /* Modern browsers */
  justify-content: baseline;
}
.hbox.stretch,
.vbox.stretch,
.stretch {
  /* Old browsers */
  -webkit-box-pack: stretch;
  -moz-box-pack: stretch;
  box-pack: stretch;
  /* Modern browsers */
  justify-content: stretch;
}
.hbox.align-start,
.vbox.align-start,
.align-start {
  /* Old browsers */
  -webkit-box-align: start;
  -moz-box-align: start;
  box-align: start;
  /* Modern browsers */
  align-items: flex-start;
}
.hbox.align-end,
.vbox.align-end,
.align-end {
  /* Old browsers */
  -webkit-box-align: end;
  -moz-box-align: end;
  box-align: end;
  /* Modern browsers */
  align-items: flex-end;
}
.hbox.align-center,
.vbox.align-center,
.align-center {
  /* Old browsers */
  -webkit-box-align: center;
  -moz-box-align: center;
  box-align: center;
  /* Modern browsers */
  align-items: center;
}
.hbox.align-baseline,
.vbox.align-baseline,
.align-baseline {
  /* Old browsers */
  -webkit-box-align: baseline;
  -moz-box-align: baseline;
  box-align: baseline;
  /* Modern browsers */
  align-items: baseline;
}
.hbox.align-stretch,
.vbox.align-stretch,
.align-stretch {
  /* Old browsers */
  -webkit-box-align: stretch;
  -moz-box-align: stretch;
  box-align: stretch;
  /* Modern browsers */
  align-items: stretch;
}
div.error {
  margin: 2em;
  text-align: center;
}
div.error > h1 {
  font-size: 500%;
  line-height: normal;
}
div.error > p {
  font-size: 200%;
  line-height: normal;
}
div.traceback-wrapper {
  text-align: left;
  max-width: 800px;
  margin: auto;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
body {
  background-color: #fff;
  /* This makes sure that the body covers the entire window and needs to
       be in a different element than the display: box in wrapper below */
  position: absolute;
  left: 0px;
  right: 0px;
  top: 0px;
  bottom: 0px;
  overflow: visible;
}
body > #header {
  /* Initially hidden to prevent FLOUC */
  display: none;
  background-color: #fff;
  /* Display over codemirror */
  position: relative;
  z-index: 100;
}
body > #header #header-container {
  padding-bottom: 5px;
  padding-top: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
body > #header .header-bar {
  width: 100%;
  height: 1px;
  background: #e7e7e7;
  margin-bottom: -1px;
}
@media print {
  body > #header {
    display: none !important;
  }
}
#header-spacer {
  width: 100%;
  visibility: hidden;
}
@media print {
  #header-spacer {
    display: none;
  }
}
#ipython_notebook {
  padding-left: 0px;
  padding-top: 1px;
  padding-bottom: 1px;
}
@media (max-width: 991px) {
  #ipython_notebook {
    margin-left: 10px;
  }
}
#noscript {
  width: auto;
  padding-top: 16px;
  padding-bottom: 16px;
  text-align: center;
  font-size: 22px;
  color: red;
  font-weight: bold;
}
#ipython_notebook img {
  height: 28px;
}
#site {
  width: 100%;
  display: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  overflow: auto;
}
@media print {
  #site {
    height: auto !important;
  }
}
/* Smaller buttons */
.ui-button .ui-button-text {
  padding: 0.2em 0.8em;
  font-size: 77%;
}
input.ui-button {
  padding: 0.3em 0.9em;
}
span#login_widget {
  float: right;
}
span#login_widget > .button,
#logout {
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button:focus,
#logout:focus,
span#login_widget > .button.focus,
#logout.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
span#login_widget > .button:hover,
#logout:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
span#login_widget > .button:active:hover,
#logout:active:hover,
span#login_widget > .button.active:hover,
#logout.active:hover,
.open > .dropdown-togglespan#login_widget > .button:hover,
.open > .dropdown-toggle#logout:hover,
span#login_widget > .button:active:focus,
#logout:active:focus,
span#login_widget > .button.active:focus,
#logout.active:focus,
.open > .dropdown-togglespan#login_widget > .button:focus,
.open > .dropdown-toggle#logout:focus,
span#login_widget > .button:active.focus,
#logout:active.focus,
span#login_widget > .button.active.focus,
#logout.active.focus,
.open > .dropdown-togglespan#login_widget > .button.focus,
.open > .dropdown-toggle#logout.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
span#login_widget > .button:active,
#logout:active,
span#login_widget > .button.active,
#logout.active,
.open > .dropdown-togglespan#login_widget > .button,
.open > .dropdown-toggle#logout {
  background-image: none;
}
span#login_widget > .button.disabled:hover,
#logout.disabled:hover,
span#login_widget > .button[disabled]:hover,
#logout[disabled]:hover,
fieldset[disabled] span#login_widget > .button:hover,
fieldset[disabled] #logout:hover,
span#login_widget > .button.disabled:focus,
#logout.disabled:focus,
span#login_widget > .button[disabled]:focus,
#logout[disabled]:focus,
fieldset[disabled] span#login_widget > .button:focus,
fieldset[disabled] #logout:focus,
span#login_widget > .button.disabled.focus,
#logout.disabled.focus,
span#login_widget > .button[disabled].focus,
#logout[disabled].focus,
fieldset[disabled] span#login_widget > .button.focus,
fieldset[disabled] #logout.focus {
  background-color: #fff;
  border-color: #ccc;
}
span#login_widget > .button .badge,
#logout .badge {
  color: #fff;
  background-color: #333;
}
.nav-header {
  text-transform: none;
}
#header > span {
  margin-top: 10px;
}
.modal_stretch .modal-dialog {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  min-height: 80vh;
}
.modal_stretch .modal-dialog .modal-body {
  max-height: calc(100vh - 200px);
  overflow: auto;
  flex: 1;
}
@media (min-width: 768px) {
  .modal .modal-dialog {
    width: 700px;
  }
}
@media (min-width: 768px) {
  select.form-control {
    margin-left: 12px;
    margin-right: 12px;
  }
}
/*!
*
* IPython auth
*
*/
.center-nav {
  display: inline-block;
  margin-bottom: -4px;
}
/*!
*
* IPython tree view
*
*/
/* We need an invisible input field on top of the sentense*/
/* "Drag file onto the list ..." */
.alternate_upload {
  background-color: none;
  display: inline;
}
.alternate_upload.form {
  padding: 0;
  margin: 0;
}
.alternate_upload input.fileinput {
  text-align: center;
  vertical-align: middle;
  display: inline;
  opacity: 0;
  z-index: 2;
  width: 12ex;
  margin-right: -12ex;
}
.alternate_upload .btn-upload {
  height: 22px;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
ul#tabs {
  margin-bottom: 4px;
}
ul#tabs a {
  padding-top: 6px;
  padding-bottom: 4px;
}
ul.breadcrumb a:focus,
ul.breadcrumb a:hover {
  text-decoration: none;
}
ul.breadcrumb i.icon-home {
  font-size: 16px;
  margin-right: 4px;
}
ul.breadcrumb span {
  color: #5e5e5e;
}
.list_toolbar {
  padding: 4px 0 4px 0;
  vertical-align: middle;
}
.list_toolbar .tree-buttons {
  padding-top: 1px;
}
.dynamic-buttons {
  padding-top: 3px;
  display: inline-block;
}
.list_toolbar [class*="span"] {
  min-height: 24px;
}
.list_header {
  font-weight: bold;
  background-color: #EEE;
}
.list_placeholder {
  font-weight: bold;
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
}
.list_container {
  margin-top: 4px;
  margin-bottom: 20px;
  border: 1px solid #ddd;
  border-radius: 2px;
}
.list_container > div {
  border-bottom: 1px solid #ddd;
}
.list_container > div:hover .list-item {
  background-color: red;
}
.list_container > div:last-child {
  border: none;
}
.list_item:hover .list_item {
  background-color: #ddd;
}
.list_item a {
  text-decoration: none;
}
.list_item:hover {
  background-color: #fafafa;
}
.list_header > div,
.list_item > div {
  padding-top: 4px;
  padding-bottom: 4px;
  padding-left: 7px;
  padding-right: 7px;
  line-height: 22px;
}
.list_header > div input,
.list_item > div input {
  margin-right: 7px;
  margin-left: 14px;
  vertical-align: baseline;
  line-height: 22px;
  position: relative;
  top: -1px;
}
.list_header > div .item_link,
.list_item > div .item_link {
  margin-left: -1px;
  vertical-align: baseline;
  line-height: 22px;
}
.new-file input[type=checkbox] {
  visibility: hidden;
}
.item_name {
  line-height: 22px;
  height: 24px;
}
.item_icon {
  font-size: 14px;
  color: #5e5e5e;
  margin-right: 7px;
  margin-left: 7px;
  line-height: 22px;
  vertical-align: baseline;
}
.item_buttons {
  line-height: 1em;
  margin-left: -5px;
}
.item_buttons .btn,
.item_buttons .btn-group,
.item_buttons .input-group {
  float: left;
}
.item_buttons > .btn,
.item_buttons > .btn-group,
.item_buttons > .input-group {
  margin-left: 5px;
}
.item_buttons .btn {
  min-width: 13ex;
}
.item_buttons .running-indicator {
  padding-top: 4px;
  color: #5cb85c;
}
.item_buttons .kernel-name {
  padding-top: 4px;
  color: #5bc0de;
  margin-right: 7px;
  float: left;
}
.toolbar_info {
  height: 24px;
  line-height: 24px;
}
.list_item input:not([type=checkbox]) {
  padding-top: 3px;
  padding-bottom: 3px;
  height: 22px;
  line-height: 14px;
  margin: 0px;
}
.highlight_text {
  color: blue;
}
#project_name {
  display: inline-block;
  padding-left: 7px;
  margin-left: -2px;
}
#project_name > .breadcrumb {
  padding: 0px;
  margin-bottom: 0px;
  background-color: transparent;
  font-weight: bold;
}
#tree-selector {
  padding-right: 0px;
}
#button-select-all {
  min-width: 50px;
}
#select-all {
  margin-left: 7px;
  margin-right: 2px;
}
.menu_icon {
  margin-right: 2px;
}
.tab-content .row {
  margin-left: 0px;
  margin-right: 0px;
}
.folder_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f114";
}
.folder_icon:before.pull-left {
  margin-right: .3em;
}
.folder_icon:before.pull-right {
  margin-left: .3em;
}
.notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
}
.notebook_icon:before.pull-left {
  margin-right: .3em;
}
.notebook_icon:before.pull-right {
  margin-left: .3em;
}
.running_notebook_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f02d";
  position: relative;
  top: -1px;
  color: #5cb85c;
}
.running_notebook_icon:before.pull-left {
  margin-right: .3em;
}
.running_notebook_icon:before.pull-right {
  margin-left: .3em;
}
.file_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f016";
  position: relative;
  top: -2px;
}
.file_icon:before.pull-left {
  margin-right: .3em;
}
.file_icon:before.pull-right {
  margin-left: .3em;
}
#notebook_toolbar .pull-right {
  padding-top: 0px;
  margin-right: -1px;
}
ul#new-menu {
  left: auto;
  right: 0;
}
.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;
}
.shutdown-button {
  display: none;
}
.dynamic-instructions {
  display: inline-block;
  padding-top: 4px;
}
/*!
*
* IPython text editor webapp
*
*/
.selected-keymap i.fa {
  padding: 0px 5px;
}
.selected-keymap i.fa:before {
  content: "\f00c";
}
#mode-menu {
  overflow: auto;
  max-height: 20em;
}
.edit_app #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.edit_app #menubar .navbar {
  /* Use a negative 1 bottom margin, so the border overlaps the border of the
    header */
  margin-bottom: -1px;
}
.dirty-indicator {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator.pull-left {
  margin-right: .3em;
}
.dirty-indicator.pull-right {
  margin-left: .3em;
}
.dirty-indicator-dirty {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-dirty.pull-left {
  margin-right: .3em;
}
.dirty-indicator-dirty.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  width: 20px;
}
.dirty-indicator-clean.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean.pull-right {
  margin-left: .3em;
}
.dirty-indicator-clean:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f00c";
}
.dirty-indicator-clean:before.pull-left {
  margin-right: .3em;
}
.dirty-indicator-clean:before.pull-right {
  margin-left: .3em;
}
#filename {
  font-size: 16pt;
  display: table;
  padding: 0px 5px;
}
#current-mode {
  padding-left: 5px;
  padding-right: 5px;
}
#texteditor-backdrop {
  padding-top: 20px;
  padding-bottom: 20px;
}
@media not print {
  #texteditor-backdrop {
    background-color: #EEE;
  }
}
@media print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container .CodeMirror-gutter,
  #texteditor-backdrop #texteditor-container .CodeMirror-gutters {
    background-color: #fff;
  }
}
@media not print {
  #texteditor-backdrop #texteditor-container {
    padding: 0px;
    background-color: #fff;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
/*!
*
* IPython notebook
*
*/
/* CSS font colors for translated ANSI colors. */
.ansibold {
  font-weight: bold;
}
/* use dark versions for foreground, to improve visibility */
.ansiblack {
  color: black;
}
.ansired {
  color: darkred;
}
.ansigreen {
  color: darkgreen;
}
.ansiyellow {
  color: #c4a000;
}
.ansiblue {
  color: darkblue;
}
.ansipurple {
  color: darkviolet;
}
.ansicyan {
  color: steelblue;
}
.ansigray {
  color: gray;
}
/* and light for background, for the same reason */
.ansibgblack {
  background-color: black;
}
.ansibgred {
  background-color: red;
}
.ansibggreen {
  background-color: green;
}
.ansibgyellow {
  background-color: yellow;
}
.ansibgblue {
  background-color: blue;
}
.ansibgpurple {
  background-color: magenta;
}
.ansibgcyan {
  background-color: cyan;
}
.ansibggray {
  background-color: gray;
}
div.cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  border-radius: 2px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  border-width: 1px;
  border-style: solid;
  border-color: transparent;
  width: 100%;
  padding: 5px;
  /* This acts as a spacer between cells, that is outside the border */
  margin: 0px;
  outline: none;
  border-left-width: 1px;
  padding-left: 5px;
  background: linear-gradient(to right, transparent -40px, transparent 1px, transparent 1px, transparent 100%);
}
div.cell.jupyter-soft-selected {
  border-left-color: #90CAF9;
  border-left-color: #E3F2FD;
  border-left-width: 1px;
  padding-left: 5px;
  border-right-color: #E3F2FD;
  border-right-width: 1px;
  background: #E3F2FD;
}
@media print {
  div.cell.jupyter-soft-selected {
    border-color: transparent;
  }
}
div.cell.selected {
  border-color: #ababab;
  border-left-width: 0px;
  padding-left: 6px;
  background: linear-gradient(to right, #42A5F5 -40px, #42A5F5 5px, transparent 5px, transparent 100%);
}
@media print {
  div.cell.selected {
    border-color: transparent;
  }
}
div.cell.selected.jupyter-soft-selected {
  border-left-width: 0;
  padding-left: 6px;
  background: linear-gradient(to right, #42A5F5 -40px, #42A5F5 7px, #E3F2FD 7px, #E3F2FD 100%);
}
.edit_mode div.cell.selected {
  border-color: #66BB6A;
  border-left-width: 0px;
  padding-left: 6px;
  background: linear-gradient(to right, #66BB6A -40px, #66BB6A 5px, transparent 5px, transparent 100%);
}
@media print {
  .edit_mode div.cell.selected {
    border-color: transparent;
  }
}
.prompt {
  /* This needs to be wide enough for 3 digit prompt numbers: In[100]: */
  min-width: 14ex;
  /* This padding is tuned to match the padding on the CodeMirror editor. */
  padding: 0.4em;
  margin: 0px;
  font-family: monospace;
  text-align: right;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
  /* Don't highlight prompt number selection */
  -webkit-touch-callout: none;
  -webkit-user-select: none;
  -khtml-user-select: none;
  -moz-user-select: none;
  -ms-user-select: none;
  user-select: none;
  /* Use default cursor */
  cursor: default;
}
@media (max-width: 540px) {
  .prompt {
    text-align: left;
  }
}
div.inner_cell {
  /* 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;
}
@-moz-document url-prefix() {
  div.inner_cell {
    overflow-x: hidden;
  }
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_area {
  border: 1px solid #cfcfcf;
  border-radius: 2px;
  background: #f7f7f7;
  line-height: 1.21429em;
}
/* This is needed so that empty prompt areas can collapse to zero height when there
   is no content in the output_subarea and the prompt. The main purpose of this is
   to make sure that empty JavaScript output_subareas have no height. */
div.prompt:empty {
  padding-top: 0;
  padding-bottom: 0;
}
div.unrecognized_cell {
  padding: 5px 5px 5px 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.unrecognized_cell .inner_cell {
  border-radius: 2px;
  padding: 5px;
  font-weight: bold;
  color: red;
  border: 1px solid #cfcfcf;
  background: #eaeaea;
}
div.unrecognized_cell .inner_cell a {
  color: inherit;
  text-decoration: none;
}
div.unrecognized_cell .inner_cell a:hover {
  color: inherit;
  text-decoration: none;
}
@media (max-width: 540px) {
  div.unrecognized_cell > div.prompt {
    display: none;
  }
}
div.code_cell {
  /* avoid page breaking on code cells when printing */
}
@media print {
  div.code_cell {
    page-break-inside: avoid;
  }
}
/* any special styling for code cells that are currently running goes here */
div.input {
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.input {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
/* input_area and input_prompt must match in top border and margin for alignment */
div.input_prompt {
  color: #303F9F;
  border-top: 1px solid transparent;
}
div.input_area > div.highlight {
  margin: 0.4em;
  border: none;
  padding: 0px;
  background-color: transparent;
}
div.input_area > div.highlight > pre {
  margin: 0px;
  border: none;
  padding: 0px;
  background-color: transparent;
}
/* The following gets added to the <head> if it is detected that the user has a
 * monospace font with inconsistent normal/bold/italic height.  See
 * notebookmain.js.  Such fonts will have keywords vertically offset with
 * respect to the rest of the text.  The user should select a better font.
 * See: https://github.com/ipython/ipython/issues/1503
 *
 * .CodeMirror span {
 *      vertical-align: bottom;
 * }
 */
.CodeMirror {
  line-height: 1.21429em;
  /* Changed from 1em to our global default */
  font-size: 14px;
  height: auto;
  /* Changed to auto to autogrow */
  background: none;
  /* Changed from white to allow our bg to show through */
}
.CodeMirror-scroll {
  /*  The CodeMirror docs are a bit fuzzy on if overflow-y should be hidden or visible.*/
  /*  We have found that if it is visible, vertical scrollbars appear with font size changes.*/
  overflow-y: hidden;
  overflow-x: auto;
}
.CodeMirror-lines {
  /* In CM2, this used to be 0.4em, but in CM3 it went to 4px. We need the em value because */
  /* we have set a different line-height and want this to scale with that. */
  padding: 0.4em;
}
.CodeMirror-linenumber {
  padding: 0 8px 0 4px;
}
.CodeMirror-gutters {
  border-bottom-left-radius: 2px;
  border-top-left-radius: 2px;
}
.CodeMirror pre {
  /* In CM3 this went to 4px from 0 in CM2. We need the 0 value because of how we size */
  /* .CodeMirror-lines */
  padding: 0;
  border: 0;
  border-radius: 0;
}
/*

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

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul {
  list-style: disc;
  margin: 0em 2em;
  padding-left: 0px;
}
.rendered_html ul ul {
  list-style: square;
  margin: 0em 2em;
}
.rendered_html ul ul ul {
  list-style: circle;
  margin: 0em 2em;
}
.rendered_html ol {
  list-style: decimal;
  margin: 0em 2em;
  padding-left: 0px;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin: 0em 2em;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
  margin: 0em 2em;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
  margin: 0em 2em;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
  margin: 0em 2em;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  background-color: #fff;
  color: #000;
  font-size: 100%;
  padding: 0px;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: 1px solid black;
  border-collapse: collapse;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  border: 1px solid black;
  border-collapse: collapse;
  margin: 1em 2em;
}
.rendered_html td,
.rendered_html th {
  text-align: left;
  vertical-align: middle;
  padding: 4px;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget {
  float: right !important;
  float: right;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 20ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  margin-top: 6px;
}
span.save_widget span.filename {
  height: 1em;
  line-height: 1em;
  padding: 3px;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  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;
}
.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;
}
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;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  display: none;
}
.command-shortcut:before {
  content: "(command)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
#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;
}
#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 {
  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-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
/*# sourceMappingURL=style.min.css.map */
    </style>
<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
.highlight .c { color: #408080; font-style: italic } /* Comment */
.highlight .err { border: 1px solid #FF0000 } /* Error */
.highlight .k { color: #008000; font-weight: bold } /* Keyword */
.highlight .o { color: #666666 } /* Operator */
.highlight .ch { color: #408080; font-style: italic } /* Comment.Hashbang */
.highlight .cm { color: #408080; font-style: italic } /* Comment.Multiline */
.highlight .cp { color: #BC7A00 } /* Comment.Preproc */
.highlight .cpf { color: #408080; font-style: italic } /* Comment.PreprocFile */
.highlight .c1 { color: #408080; font-style: italic } /* Comment.Single */
.highlight .cs { color: #408080; font-style: italic } /* Comment.Special */
.highlight .gd { color: #A00000 } /* Generic.Deleted */
.highlight .ge { font-style: italic } /* Generic.Emph */
.highlight .gr { color: #FF0000 } /* Generic.Error */
.highlight .gh { color: #000080; font-weight: bold } /* Generic.Heading */
.highlight .gi { color: #00A000 } /* Generic.Inserted */
.highlight .go { color: #888888 } /* Generic.Output */
.highlight .gp { color: #000080; font-weight: bold } /* Generic.Prompt */
.highlight .gs { font-weight: bold } /* Generic.Strong */
.highlight .gu { color: #800080; font-weight: bold } /* Generic.Subheading */
.highlight .gt { color: #0044DD } /* Generic.Traceback */
.highlight .kc { color: #008000; font-weight: bold } /* Keyword.Constant */
.highlight .kd { color: #008000; font-weight: bold } /* Keyword.Declaration */
.highlight .kn { color: #008000; font-weight: bold } /* Keyword.Namespace */
.highlight .kp { color: #008000 } /* Keyword.Pseudo */
.highlight .kr { color: #008000; font-weight: bold } /* Keyword.Reserved */
.highlight .kt { color: #B00040 } /* Keyword.Type */
.highlight .m { color: #666666 } /* Literal.Number */
.highlight .s { color: #BA2121 } /* Literal.String */
.highlight .na { color: #7D9029 } /* Name.Attribute */
.highlight .nb { color: #008000 } /* Name.Builtin */
.highlight .nc { color: #0000FF; font-weight: bold } /* Name.Class */
.highlight .no { color: #880000 } /* Name.Constant */
.highlight .nd { color: #AA22FF } /* Name.Decorator */
.highlight .ni { color: #999999; font-weight: bold } /* Name.Entity */
.highlight .ne { color: #D2413A; font-weight: bold } /* Name.Exception */
.highlight .nf { color: #0000FF } /* Name.Function */
.highlight .nl { color: #A0A000 } /* Name.Label */
.highlight .nn { color: #0000FF; font-weight: bold } /* Name.Namespace */
.highlight .nt { color: #008000; font-weight: bold } /* Name.Tag */
.highlight .nv { color: #19177C } /* Name.Variable */
.highlight .ow { color: #AA22FF; font-weight: bold } /* Operator.Word */
.highlight .w { color: #bbbbbb } /* Text.Whitespace */
.highlight .mb { color: #666666 } /* Literal.Number.Bin */
.highlight .mf { color: #666666 } /* Literal.Number.Float */
.highlight .mh { color: #666666 } /* Literal.Number.Hex */
.highlight .mi { color: #666666 } /* Literal.Number.Integer */
.highlight .mo { color: #666666 } /* Literal.Number.Oct */
.highlight .sb { color: #BA2121 } /* Literal.String.Backtick */
.highlight .sc { color: #BA2121 } /* Literal.String.Char */
.highlight .sd { color: #BA2121; font-style: italic } /* Literal.String.Doc */
.highlight .s2 { color: #BA2121 } /* Literal.String.Double */
.highlight .se { color: #BB6622; font-weight: bold } /* Literal.String.Escape */
.highlight .sh { color: #BA2121 } /* Literal.String.Heredoc */
.highlight .si { color: #BB6688; font-weight: bold } /* Literal.String.Interpol */
.highlight .sx { color: #008000 } /* Literal.String.Other */
.highlight .sr { color: #BB6688 } /* Literal.String.Regex */
.highlight .s1 { color: #BA2121 } /* Literal.String.Single */
.highlight .ss { color: #19177C } /* Literal.String.Symbol */
.highlight .bp { color: #008000 } /* Name.Builtin.Pseudo */
.highlight .vc { color: #19177C } /* Name.Variable.Class */
.highlight .vg { color: #19177C } /* Name.Variable.Global */
.highlight .vi { color: #19177C } /* Name.Variable.Instance */
.highlight .il { color: #666666 } /* Literal.Number.Integer.Long */
    </style>
<style type="text/css">
    
/* Temporary definitions which will become obsolete with Notebook release 5.0 */
.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-bold { font-weight: bold; }

    </style>


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

div#notebook {
  overflow: visible;
  border-top: none;
}

@media print {
  div.cell {
    display: block;
    page-break-inside: avoid;
  } 
  div.output_wrapper { 
    display: block;
    page-break-inside: avoid; 
  }
  div.output { 
    display: block;
    page-break-inside: avoid; 
  }
}
</style>

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

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

<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[2]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="o">%</span><span class="k">matplotlib</span> inline
<span class="kn">import</span> <span class="nn">seaborn</span>
<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="kn">as</span> <span class="nn">plt</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">14</span><span class="p">,</span> <span class="mi">6</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[3]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="kn">import</span> <span class="nn">librosa</span><span class="o">,</span> <span class="nn">IPython.display</span> <span class="kn">as</span> <span class="nn">ipd</span>
<span class="kn">import</span> <span class="nn">scipy</span><span class="o">,</span> <span class="nn">theano</span> <span class="kn">as</span> <span class="nn">th</span><span class="o">,</span> <span class="nn">time</span><span class="o">,</span> <span class="nn">keras</span>
<span class="kn">from</span> <span class="nn">scipy.special</span> <span class="kn">import</span> <span class="n">expit</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p><a href="index.html">&larr; Back to Index</a></p>

</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h1 id="Neural-Networks">Neural Networks<a class="anchor-link" href="#Neural-Networks">&#182;</a></h1>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Neural networks are a category of machine learning models which have seen a resurgence since 2006. So-called <em>deep learning</em> is the recent area of machine learning which combines many neuron layers (e.g. 20, 50, or more) to form a "deep" neural network. In doing so, a deep neural network can accomplish sophisticated classification tasks that classical machine learning models would find difficult.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Keras">Keras<a class="anchor-link" href="#Keras">&#182;</a></h2>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Keras is a Python package for deep learning which provides an easy-to-use layer of abstraction on top of Theano and Tensorflow.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Import Keras objects:</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[4]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="kn">from</span> <span class="nn">keras.models</span> <span class="kn">import</span> <span class="n">Sequential</span>
<span class="kn">from</span> <span class="nn">keras.layers.core</span> <span class="kn">import</span> <span class="n">Dense</span><span class="p">,</span> <span class="n">Activation</span><span class="p">,</span> <span class="n">Dropout</span><span class="p">,</span> <span class="n">AutoEncoder</span>
<span class="kn">from</span> <span class="nn">keras.layers</span> <span class="kn">import</span> <span class="n">containers</span>
<span class="kn">from</span> <span class="nn">keras.layers.noise</span> <span class="kn">import</span> <span class="n">GaussianNoise</span>
<span class="kn">import</span> <span class="nn">keras.optimizers</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Create a neural network architecture by layering neurons. Define the number of neurons in each layer and their activation functions:</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[23]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">model</span> <span class="o">=</span> <span class="n">Sequential</span><span class="p">()</span>
<span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">Dense</span><span class="p">(</span><span class="n">input_dim</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="n">output_dim</span><span class="o">=</span><span class="mi">4</span><span class="p">,</span> <span class="n">activation</span><span class="o">=</span><span class="s1">&#39;relu&#39;</span><span class="p">))</span>
<span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">Dense</span><span class="p">(</span><span class="n">output_dim</span><span class="o">=</span><span class="mi">4</span><span class="p">,</span> <span class="n">activation</span><span class="o">=</span><span class="s1">&#39;relu&#39;</span><span class="p">))</span>
<span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">Dense</span><span class="p">(</span><span class="n">output_dim</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span> <span class="n">activation</span><span class="o">=</span><span class="s1">&#39;softmax&#39;</span><span class="p">))</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Choose the optimizer, i.e. the update rule that the neural network will use to train:</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[24]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">optimizer</span> <span class="o">=</span> <span class="n">keras</span><span class="o">.</span><span class="n">optimizers</span><span class="o">.</span><span class="n">SGD</span><span class="p">(</span><span class="n">lr</span><span class="o">=</span><span class="mf">0.01</span><span class="p">,</span> <span class="n">momentum</span><span class="o">=</span><span class="mf">0.9</span><span class="p">,</span> <span class="n">nesterov</span><span class="o">=</span><span class="bp">True</span><span class="p">,</span> <span class="n">decay</span><span class="o">=</span><span class="mf">1e-3</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Compile the model, i.e. create the low-level code that the CPU or GPU will actually use for its calculations during training and testing:</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[25]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">model</span><span class="o">.</span><span class="n">compile</span><span class="p">(</span><span class="n">loss</span><span class="o">=</span><span class="s1">&#39;binary_crossentropy&#39;</span><span class="p">,</span> <span class="n">optimizer</span><span class="o">=</span><span class="n">optimizer</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Example:-XOR">Example: XOR<a class="anchor-link" href="#Example:-XOR">&#182;</a></h2>
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>The operation XOR is defined as:</p>
$$ XOR(x, y) = \left{ 1 if x \right. $$
</div>
</div>
</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Synthesize training data for the XOR problem.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[10]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">X_train</span> <span class="o">=</span> <span class="n">scipy</span><span class="o">.</span><span class="n">randn</span><span class="p">(</span><span class="mi">1000</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
<span class="k">print</span> <span class="n">X_train</span><span class="o">.</span><span class="n">shape</span>
</pre></div>

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

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


<div class="output_area"><div class="prompt"></div>
<div class="output_subarea output_stream output_stdout output_text">
<pre>(1000, 2)
</pre>
</div>
</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[15]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="k">print</span> <span class="n">X_train</span><span class="p">[:</span><span class="mi">5</span><span class="p">]</span>
</pre></div>

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

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


<div class="output_area"><div class="prompt"></div>
<div class="output_subarea output_stream output_stdout output_text">
<pre>[[-0.09263061 -0.36175166]
 [ 1.0852675  -0.25564605]
 [-0.56490495  0.47668881]
 [-0.03774602 -0.98621299]
 [-1.54151787  0.54774175]]
</pre>
</div>
</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Create ground truth labels for the training data.</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[11]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">y_train</span> <span class="o">=</span> <span class="n">scipy</span><span class="o">.</span><span class="n">array</span><span class="p">([</span>
    <span class="p">[</span><span class="nb">float</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="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">),</span> <span class="nb">float</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="o">*</span><span class="n">x</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="o">&lt;=</span> <span class="mi">0</span><span class="p">)]</span>
    <span class="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="n">X_train</span>
<span class="p">])</span>
<span class="k">print</span> <span class="n">y_train</span><span class="o">.</span><span class="n">shape</span>
</pre></div>

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

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


<div class="output_area"><div class="prompt"></div>
<div class="output_subarea output_stream output_stdout output_text">
<pre>(1000, 2)
</pre>
</div>
</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[13]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">y_train</span><span class="p">[:</span><span class="mi">5</span><span class="p">]</span>
</pre></div>

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

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


<div class="output_area"><div class="prompt output_prompt">Out[13]:</div>


<div class="output_text output_subarea output_execute_result">
<pre>array([[ 1.,  0.],
       [ 0.,  1.],
       [ 0.,  1.],
       [ 1.,  0.],
       [ 0.,  1.]])</pre>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Plot the training data:</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[16]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">X_train</span><span class="p">[</span><span class="n">y_train</span><span class="p">[:,</span><span class="mi">0</span><span class="p">]</span><span class="o">&gt;</span><span class="mf">0.5</span><span class="p">,</span><span class="mi">0</span><span class="p">],</span> <span class="n">X_train</span><span class="p">[</span><span class="n">y_train</span><span class="p">[:,</span><span class="mi">0</span><span class="p">]</span><span class="o">&gt;</span><span class="mf">0.5</span><span class="p">,</span><span class="mi">1</span><span class="p">],</span> <span class="n">c</span><span class="o">=</span><span class="s1">&#39;r&#39;</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_train</span><span class="p">[</span><span class="n">y_train</span><span class="p">[:,</span><span class="mi">1</span><span class="p">]</span><span class="o">&gt;</span><span class="mf">0.5</span><span class="p">,</span><span class="mi">0</span><span class="p">],</span> <span class="n">X_train</span><span class="p">[</span><span class="n">y_train</span><span class="p">[:,</span><span class="mi">1</span><span class="p">]</span><span class="o">&gt;</span><span class="mf">0.5</span><span class="p">,</span><span class="mi">1</span><span class="p">],</span> <span class="n">c</span><span class="o">=</span><span class="s1">&#39;b&#39;</span><span class="p">)</span>
</pre></div>

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

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


<div class="output_area"><div class="prompt output_prompt">Out[16]:</div>


<div class="output_text output_subarea output_execute_result">
<pre>&lt;matplotlib.collections.PathCollection at 0x116420d10&gt;</pre>
</div>

</div>

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


<div class="output_png output_subarea ">
<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAzAAAAFxCAYAAACsk037AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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==
"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Finally, train the model!</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[26]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">results</span> <span class="o">=</span> <span class="n">model</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">,</span> <span class="n">nb_epoch</span><span class="o">=</span><span class="mi">50</span><span class="p">,</span> <span class="n">batch_size</span><span class="o">=</span><span class="mi">10</span><span class="p">)</span>
</pre></div>

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

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


<div class="output_area"><div class="prompt"></div>
<div class="output_subarea output_stream output_stdout output_text">
<pre>Epoch 1/50
1000/1000 [==============================] - 0s - loss: 0.5816     
Epoch 2/50
1000/1000 [==============================] - 0s - loss: 0.3198     
Epoch 3/50
1000/1000 [==============================] - 0s - loss: 0.2197     
Epoch 4/50
1000/1000 [==============================] - 0s - loss: 0.1773     
Epoch 5/50
1000/1000 [==============================] - 0s - loss: 0.1547     
Epoch 6/50
1000/1000 [==============================] - 0s - loss: 0.1361     
Epoch 7/50
1000/1000 [==============================] - 0s - loss: 0.1273     
Epoch 8/50
1000/1000 [==============================] - 0s - loss: 0.1163     
Epoch 9/50
1000/1000 [==============================] - 0s - loss: 0.1057     
Epoch 10/50
1000/1000 [==============================] - 0s - loss: 0.1064     
Epoch 11/50
1000/1000 [==============================] - 0s - loss: 0.1046     
Epoch 12/50
1000/1000 [==============================] - 0s - loss: 0.0963     
Epoch 13/50
1000/1000 [==============================] - 0s - loss: 0.0933     
Epoch 14/50
1000/1000 [==============================] - 0s - loss: 0.0901     
Epoch 15/50
1000/1000 [==============================] - 0s - loss: 0.0822     
Epoch 16/50
1000/1000 [==============================] - 0s - loss: 0.0849     
Epoch 17/50
1000/1000 [==============================] - 0s - loss: 0.0874     
Epoch 18/50
1000/1000 [==============================] - 0s - loss: 0.0870     
Epoch 19/50
1000/1000 [==============================] - 0s - loss: 0.0866     
Epoch 20/50
1000/1000 [==============================] - 0s - loss: 0.0772     
Epoch 21/50
1000/1000 [==============================] - 0s - loss: 0.0785     
Epoch 22/50
1000/1000 [==============================] - 0s - loss: 0.0708     
Epoch 23/50
1000/1000 [==============================] - 0s - loss: 0.0749     
Epoch 24/50
1000/1000 [==============================] - 0s - loss: 0.0695     
Epoch 25/50
1000/1000 [==============================] - 0s - loss: 0.0673     
Epoch 26/50
1000/1000 [==============================] - 0s - loss: 0.0667     
Epoch 27/50
1000/1000 [==============================] - 0s - loss: 0.0632     
Epoch 28/50
1000/1000 [==============================] - 0s - loss: 0.0647     
Epoch 29/50
1000/1000 [==============================] - 0s - loss: 0.0613     
Epoch 30/50
1000/1000 [==============================] - 0s - loss: 0.0702     
Epoch 31/50
1000/1000 [==============================] - 0s - loss: 0.0614     
Epoch 32/50
1000/1000 [==============================] - 0s - loss: 0.0588     
Epoch 33/50
1000/1000 [==============================] - 0s - loss: 0.0611     
Epoch 34/50
1000/1000 [==============================] - 0s - loss: 0.0601     
Epoch 35/50
1000/1000 [==============================] - 0s - loss: 0.0548     
Epoch 36/50
1000/1000 [==============================] - 0s - loss: 0.0608     
Epoch 37/50
1000/1000 [==============================] - 0s - loss: 0.0575     
Epoch 38/50
1000/1000 [==============================] - 0s - loss: 0.0589     
Epoch 39/50
1000/1000 [==============================] - 0s - loss: 0.0679     
Epoch 40/50
1000/1000 [==============================] - 0s - loss: 0.0579     
Epoch 41/50
1000/1000 [==============================] - 0s - loss: 0.0612     
Epoch 42/50
1000/1000 [==============================] - 0s - loss: 0.0537     
Epoch 43/50
1000/1000 [==============================] - 0s - loss: 0.0527     
Epoch 44/50
1000/1000 [==============================] - 0s - loss: 0.0533     
Epoch 45/50
1000/1000 [==============================] - 0s - loss: 0.0510     
Epoch 46/50
1000/1000 [==============================] - 0s - loss: 0.0541     
Epoch 47/50
1000/1000 [==============================] - 0s - loss: 0.0488     
Epoch 48/50
1000/1000 [==============================] - 0s - loss: 0.0542     
Epoch 49/50
1000/1000 [==============================] - 0s - loss: 0.0557     
Epoch 50/50
1000/1000 [==============================] - 0s - loss: 0.0515     
</pre>
</div>
</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Plot the loss function as a function of the training iteration number:</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[27]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">results</span><span class="o">.</span><span class="n">history</span><span class="p">[</span><span class="s1">&#39;loss&#39;</span><span class="p">])</span>
</pre></div>

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

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


<div class="output_area"><div class="prompt output_prompt">Out[27]:</div>


<div class="output_text output_subarea output_execute_result">
<pre>[&lt;matplotlib.lines.Line2D at 0x1179d6790&gt;]</pre>
</div>

</div>

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


<div class="output_png output_subarea ">
<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAzYAAAFxCAYAAAChjT28AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Create test data:</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[30]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">X_test</span> <span class="o">=</span> <span class="n">scipy</span><span class="o">.</span><span class="n">randn</span><span class="p">(</span><span class="mi">1000</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Use the trained neural network to make predictions from the test data:</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[31]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">y_test</span> <span class="o">=</span> <span class="n">model</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">X_test</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[32]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">y_test</span><span class="o">.</span><span class="n">shape</span>
</pre></div>

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

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


<div class="output_area"><div class="prompt output_prompt">Out[32]:</div>


<div class="output_text output_subarea output_execute_result">
<pre>(1000, 2)</pre>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p>Let's see if it worked:</p>

</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[34]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">X_test</span><span class="p">[</span><span class="n">y_test</span><span class="p">[:,</span> <span class="mi">0</span><span class="p">]</span> <span class="o">&lt;</span> <span class="mf">0.5</span><span class="p">,</span><span class="mi">0</span><span class="p">],</span> <span class="n">X_test</span><span class="p">[</span><span class="n">y_test</span><span class="p">[:,</span> <span class="mi">0</span><span class="p">]</span> <span class="o">&lt;</span> <span class="mf">0.5</span><span class="p">,</span><span class="mi">1</span><span class="p">],</span> <span class="n">c</span><span class="o">=</span><span class="s1">&#39;r&#39;</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_test</span><span class="p">[</span><span class="n">y_test</span><span class="p">[:,</span> <span class="mi">0</span><span class="p">]</span> <span class="o">&gt;</span> <span class="mf">0.5</span><span class="p">,</span><span class="mi">0</span><span class="p">],</span> <span class="n">X_test</span><span class="p">[</span><span class="n">y_test</span><span class="p">[:,</span> <span class="mi">0</span><span class="p">]</span> <span class="o">&gt;</span> <span class="mf">0.5</span><span class="p">,</span><span class="mi">1</span><span class="p">],</span> <span class="n">c</span><span class="o">=</span><span class="s1">&#39;b&#39;</span><span class="p">)</span>
</pre></div>

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

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


<div class="output_area"><div class="prompt output_prompt">Out[34]:</div>


<div class="output_text output_subarea output_execute_result">
<pre>&lt;matplotlib.collections.PathCollection at 0x115d56590&gt;</pre>
</div>

</div>

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


<div class="output_png output_subarea ">
<img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAzAAAAFxCAYAAACsk037AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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"
>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Keras-Autoencoder">Keras Autoencoder<a class="anchor-link" href="#Keras-Autoencoder">&#182;</a></h2>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[20]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="kn">from</span> <span class="nn">keras.regularizers</span> <span class="kn">import</span> <span class="n">l1</span><span class="p">,</span> <span class="n">l2</span><span class="p">,</span> <span class="n">ActivityRegularizer</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[21]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">model</span> <span class="o">=</span> <span class="n">Sequential</span><span class="p">()</span>
<span class="n">model</span><span class="o">.</span><span class="n">add</span><span class="p">(</span><span class="n">AutoEncoder</span><span class="p">(</span>
        <span class="n">encoder</span><span class="o">=</span><span class="n">containers</span><span class="o">.</span><span class="n">Sequential</span><span class="p">([</span>
                <span class="c1">#Dense(1025, 1000, activation=&#39;relu&#39;, activity_regularizer=ActivityRegularizer(l1=0.1)), </span>
                <span class="n">Dense</span><span class="p">(</span><span class="mi">1025</span><span class="p">,</span> <span class="mi">1000</span><span class="p">,</span> <span class="n">activation</span><span class="o">=</span><span class="s1">&#39;relu&#39;</span><span class="p">),</span> 
                <span class="c1">#Dropout(0.7),</span>
                <span class="n">Dense</span><span class="p">(</span><span class="mi">1000</span><span class="p">,</span> <span class="mi">30</span><span class="p">,</span> <span class="n">activation</span><span class="o">=</span><span class="s1">&#39;relu&#39;</span><span class="p">)</span>
            <span class="p">]),</span>
        <span class="n">decoder</span><span class="o">=</span><span class="n">containers</span><span class="o">.</span><span class="n">Sequential</span><span class="p">([</span>
                <span class="n">Dense</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">activation</span><span class="o">=</span><span class="s1">&#39;relu&#39;</span><span class="p">),</span> 
                <span class="c1">#Dropout(0.7),</span>
                <span class="n">Dense</span><span class="p">(</span><span class="mi">1000</span><span class="p">,</span> <span class="mi">1025</span><span class="p">,</span> <span class="n">activation</span><span class="o">=</span><span class="s1">&#39;relu&#39;</span><span class="p">)</span>
            <span class="p">]),</span>
        <span class="n">output_reconstruction</span><span class="o">=</span><span class="bp">False</span><span class="p">))</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[22]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">optimizer</span> <span class="o">=</span> <span class="n">keras</span><span class="o">.</span><span class="n">optimizers</span><span class="o">.</span><span class="n">SGD</span><span class="p">(</span><span class="n">lr</span><span class="o">=</span><span class="mf">1.7</span><span class="p">)</span>
<span class="n">model</span><span class="o">.</span><span class="n">compile</span><span class="p">(</span><span class="n">loss</span><span class="o">=</span><span class="s1">&#39;mae&#39;</span><span class="p">,</span> <span class="n">optimizer</span><span class="o">=</span><span class="n">optimizer</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[23]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">x</span><span class="p">,</span> <span class="n">fs</span> <span class="o">=</span> <span class="n">librosa</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="s1">&#39;../tmp/bach.wav&#39;</span><span class="p">,</span> <span class="n">duration</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span> <span class="n">offset</span><span class="o">=</span><span class="mi">5</span><span class="p">,</span> <span class="n">sr</span><span class="o">=</span><span class="mi">44100</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[24]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">IPython</span><span class="o">.</span><span class="n">display</span><span class="o">.</span><span class="n">Audio</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">rate</span><span class="o">=</span><span class="n">fs</span><span class="p">)</span>
</pre></div>

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

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


<div class="output_area"><div class="prompt output_prompt">Out[24]:</div>

<div class="output_html rendered_html output_subarea output_execute_result">

                <audio controls="controls" >
                    <source src="data:audio/wav;base64,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" type="audio/wav" />
                    Your browser does not support the audio element.
                </audio>
              
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[25]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">n_fft</span> <span class="o">=</span> <span class="mi">2048</span>
<span class="n">hop_length</span> <span class="o">=</span> <span class="mi">512</span>
<span class="n">S</span> <span class="o">=</span> <span class="n">librosa</span><span class="o">.</span><span class="n">stft</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">n_fft</span><span class="o">=</span><span class="n">n_fft</span><span class="p">,</span> <span class="n">hop_length</span><span class="o">=</span><span class="n">hop_length</span><span class="p">)</span>
<span class="n">X</span> <span class="o">=</span> <span class="n">numpy</span><span class="o">.</span><span class="n">absolute</span><span class="p">(</span><span class="n">S</span><span class="p">)</span><span class="o">.</span><span class="n">T</span>
<span class="n">X</span><span class="o">.</span><span class="n">shape</span>
</pre></div>

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

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


<div class="output_area"><div class="prompt output_prompt">Out[25]:</div>


<div class="output_text output_subarea output_execute_result">
<pre>(862, 1025)</pre>
</div>

</div>

</div>
</div>

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">results</span> <span class="o">=</span> <span class="n">model</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X</span><span class="p">,</span> <span class="n">X</span><span class="p">,</span> <span class="n">nb_epoch</span><span class="o">=</span><span class="mi">1000</span><span class="p">,</span> <span class="n">batch_size</span><span class="o">=</span><span class="mi">10</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">results</span><span class="o">.</span><span class="n">history</span><span class="p">[</span><span class="s1">&#39;loss&#39;</span><span class="p">])</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">y</span> <span class="o">=</span> <span class="n">model</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">X</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">y</span><span class="o">.</span><span class="n">shape</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">librosa</span><span class="o">.</span><span class="n">display</span><span class="o">.</span><span class="n">specshow</span><span class="p">(</span><span class="n">y</span><span class="o">.</span><span class="n">T</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Layer">Layer<a class="anchor-link" href="#Layer">&#182;</a></h2>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="k">class</span> <span class="nc">Layer</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
    
    <span class="n">x</span> <span class="o">=</span> <span class="n">th</span><span class="o">.</span><span class="n">tensor</span><span class="o">.</span><span class="n">dvector</span><span class="p">(</span><span class="s1">&#39;x&#39;</span><span class="p">)</span>
    <span class="n">W</span> <span class="o">=</span> <span class="n">th</span><span class="o">.</span><span class="n">tensor</span><span class="o">.</span><span class="n">dmatrix</span><span class="p">(</span><span class="s1">&#39;W&#39;</span><span class="p">)</span>
    <span class="n">b</span> <span class="o">=</span> <span class="n">th</span><span class="o">.</span><span class="n">tensor</span><span class="o">.</span><span class="n">dvector</span><span class="p">(</span><span class="s1">&#39;b&#39;</span><span class="p">)</span>
    <span class="n">z</span> <span class="o">=</span> <span class="n">th</span><span class="o">.</span><span class="n">tensor</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">W</span><span class="p">,</span> <span class="n">x</span><span class="p">)</span> <span class="o">+</span> <span class="n">b</span>
    <span class="n">a</span> <span class="o">=</span> <span class="n">th</span><span class="o">.</span><span class="n">tensor</span><span class="o">.</span><span class="n">nnet</span><span class="o">.</span><span class="n">sigmoid</span><span class="p">(</span><span class="n">z</span><span class="p">)</span>
    <span class="n">sigmoid</span> <span class="o">=</span> <span class="n">th</span><span class="o">.</span><span class="n">function</span><span class="p">([</span><span class="n">x</span><span class="p">,</span> <span class="n">W</span><span class="p">,</span> <span class="n">b</span><span class="p">],</span> <span class="n">a</span><span class="p">)</span>
    
    <span class="k">def</span> <span class="nf">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">neurons_in</span><span class="p">,</span> <span class="n">neurons_out</span><span class="p">):</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">neurons_in</span> <span class="o">=</span> <span class="n">neurons_in</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">neurons_out</span> <span class="o">=</span> <span class="n">neurons_out</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">W</span> <span class="o">=</span> <span class="mf">0.1</span><span class="o">*</span><span class="n">scipy</span><span class="o">.</span><span class="n">randn</span><span class="p">(</span><span class="n">neurons_out</span><span class="p">,</span> <span class="n">neurons_in</span><span class="p">)</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">b</span> <span class="o">=</span> <span class="mf">0.1</span><span class="o">*</span><span class="n">scipy</span><span class="o">.</span><span class="n">randn</span><span class="p">(</span><span class="n">neurons_out</span><span class="p">)</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">d_W</span> <span class="o">=</span> <span class="n">scipy</span><span class="o">.</span><span class="n">zeros_like</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">W</span><span class="p">)</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">d_b</span> <span class="o">=</span> <span class="n">scipy</span><span class="o">.</span><span class="n">zeros_like</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">b</span><span class="p">)</span>
    
    <span class="k">def</span> <span class="nf">forward</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">x</span><span class="p">):</span>
        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">sigmoid</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">W</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">b</span><span class="p">)</span>
    
    <span class="k">def</span> <span class="nf">backward</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">y</span><span class="p">):</span>
        <span class="k">return</span> <span class="n">sigmoid</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">W</span><span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">y</span><span class="p">))</span>
    
    <span class="k">def</span> <span class="nf">contrastive_divergence</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">x</span><span class="p">):</span>
        <span class="n">h</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">forward</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
        
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">th</span><span class="o">.</span><span class="n">pp</span><span class="p">(</span><span class="n">Layer</span><span class="o">.</span><span class="n">a</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">layer0</span> <span class="o">=</span> <span class="n">Layer</span><span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
<span class="n">layer0</span><span class="o">.</span><span class="n">W</span> <span class="o">=</span> <span class="n">scipy</span><span class="o">.</span><span class="n">randn</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">layer0</span><span class="o">.</span><span class="n">b</span> <span class="o">=</span> <span class="n">scipy</span><span class="o">.</span><span class="n">randn</span><span class="p">(</span><span class="mi">2</span><span class="p">)</span>
<span class="n">X</span> <span class="o">=</span> <span class="n">scipy</span><span class="o">.</span><span class="n">rand</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="mi">3</span><span class="p">)</span>
<span class="n">y</span> <span class="o">=</span> <span class="p">[</span><span class="n">layer0</span><span class="o">.</span><span class="n">forward</span><span class="p">(</span><span class="n">x</span><span class="p">)</span> <span class="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="n">X</span><span class="p">]</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="k">print</span> <span class="n">X</span>
<span class="k">print</span> <span class="n">y</span>
<span class="k">print</span> <span class="n">layer0</span><span class="o">.</span><span class="n">forward</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="k">print</span> <span class="n">layer0</span><span class="o">.</span><span class="n">W</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">x</span> <span class="o">=</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="mi">1</span><span class="p">]</span>
<span class="n">y</span> <span class="o">=</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">]</span>
<span class="n">W0</span> <span class="o">=</span> <span class="n">scipy</span><span class="o">.</span><span class="n">array</span><span class="p">([[]])</span>
<span class="n">a</span> <span class="o">=</span> <span class="n">layer</span><span class="o">.</span><span class="n">forward</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
<span class="k">print</span> <span class="n">a</span>
<span class="k">print</span> <span class="n">scipy</span><span class="o">.</span><span class="n">inner</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="n">y</span><span class="o">-</span><span class="n">a</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">layer</span> <span class="o">=</span> <span class="n">Layer</span><span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">delta</span> <span class="o">=</span> <span class="o">-</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="n">a</span><span class="o">*</span><span class="p">(</span><span class="mi">1</span> <span class="o">-</span> <span class="n">a</span><span class="p">)</span>
<span class="k">print</span> <span class="n">delta</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">alpha</span> <span class="o">=</span> <span class="mi">10</span>
<span class="n">max_iter</span> <span class="o">=</span> <span class="mi">1000</span>
<span class="n">r</span> <span class="o">=</span> <span class="n">scipy</span><span class="o">.</span><span class="n">zeros</span><span class="p">(</span><span class="n">max_iter</span><span class="p">)</span>
<span class="n">iters</span> <span class="o">=</span> <span class="nb">range</span><span class="p">(</span><span class="n">max_iter</span><span class="p">)</span>
<span class="k">for</span> <span class="nb">iter</span> <span class="ow">in</span> <span class="n">iters</span><span class="p">:</span>
    <span class="n">d_W</span> <span class="o">=</span> <span class="n">scipy</span><span class="o">.</span><span class="n">outer</span><span class="p">(</span><span class="n">delta</span><span class="p">,</span> <span class="n">x</span><span class="p">)</span>
    <span class="n">d_b</span> <span class="o">=</span> <span class="n">delta</span>
    <span class="n">layer</span><span class="o">.</span><span class="n">W</span> <span class="o">-=</span> <span class="n">alpha</span><span class="o">*</span><span class="n">d_W</span>
    <span class="n">layer</span><span class="o">.</span><span class="n">b</span> <span class="o">-=</span> <span class="n">alpha</span><span class="o">*</span><span class="n">d_b</span>
    <span class="n">a</span> <span class="o">=</span> <span class="n">layer</span><span class="o">.</span><span class="n">forward</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
    <span class="n">delta</span> <span class="o">=</span> <span class="o">-</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="n">a</span><span class="o">*</span><span class="p">(</span><span class="mi">1</span> <span class="o">-</span> <span class="n">a</span><span class="p">)</span>
    <span class="n">r</span><span class="p">[</span><span class="nb">iter</span><span class="p">]</span> <span class="o">=</span> <span class="n">scipy</span><span class="o">.</span><span class="n">linalg</span><span class="o">.</span><span class="n">norm</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="n">plt</span><span class="o">.</span><span class="n">semilogy</span><span class="p">(</span><span class="n">iters</span><span class="p">,</span> <span class="n">r</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Feedforward">Feedforward<a class="anchor-link" href="#Feedforward">&#182;</a></h2>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="k">class</span> <span class="nc">Feedforward</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
    
    <span class="k">def</span> <span class="nf">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">n_neurons</span><span class="p">):</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">num_layers</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">n_neurons</span><span class="p">)</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">layers</span> <span class="o">=</span> <span class="p">[</span>
            <span class="n">Layer</span><span class="p">(</span><span class="n">n_neurons</span><span class="p">[</span><span class="n">i</span><span class="p">],</span> <span class="n">n_neurons</span><span class="p">[</span><span class="n">i</span><span class="o">+</span><span class="mi">1</span><span class="p">])</span> 
            <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">num_layers</span> <span class="o">-</span> <span class="mi">1</span><span class="p">)</span>
        <span class="p">]</span>

    <span class="k">def</span> <span class="nf">forward</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">x</span><span class="p">,</span> <span class="n">start_layer</span><span class="o">=</span><span class="bp">None</span><span class="p">,</span> <span class="n">end_layer</span><span class="o">=</span><span class="bp">None</span><span class="p">):</span>
        <span class="n">A</span> <span class="o">=</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">x</span>
        <span class="k">for</span> <span class="n">layer</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">layers</span><span class="p">[</span><span class="n">start_layer</span><span class="p">:</span><span class="n">end_layer</span><span class="p">]:</span>
            <span class="n">a</span> <span class="o">=</span> <span class="n">layer</span><span class="o">.</span><span class="n">forward</span><span class="p">(</span><span class="n">a</span><span class="p">)</span>
            <span class="n">A</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">a</span><span class="p">)</span>
        <span class="k">return</span> <span class="n">A</span>

    <span class="k">def</span> <span class="nf">train</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">X</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="n">max_iter</span><span class="o">=</span><span class="mi">10</span><span class="p">):</span>
        <span class="k">for</span> <span class="nb">iter</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">max_iter</span><span class="p">):</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">train_step</span><span class="p">(</span><span class="n">X</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">alpha</span><span class="p">)</span>

    <span class="k">def</span> <span class="nf">train_step</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">X</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="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="n">X</span><span class="p">:</span>
            <span class="n">A</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">forward</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
            <span class="n">delta</span> <span class="o">=</span> <span class="n">y</span> <span class="o">-</span> <span class="n">a</span>
            <span class="k">for</span> <span class="n">layer</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="bp">self</span><span class="o">.</span><span class="n">layers</span><span class="p">[::</span><span class="o">-</span><span class="mi">1</span><span class="p">],</span> <span class="n">A</span><span class="p">[::</span><span class="o">-</span><span class="mi">1</span><span class="p">]):</span>
                <span class="n">layer</span><span class="o">.</span><span class="n">W</span> <span class="o">+=</span> <span class="n">alpha</span><span class="o">*</span><span class="n">delta</span><span class="o">*</span><span class="n">a</span>
                <span class="n">layer</span><span class="o">.</span><span class="n">b</span> <span class="o">-=</span> <span class="n">alpha</span><span class="o">*</span><span class="n">delta</span>
                <span class="n">delta</span> <span class="o">=</span> <span class="n">scipy</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">layer</span><span class="o">.</span><span class="n">W</span><span class="o">.</span><span class="n">T</span><span class="p">,</span> <span class="n">delta</span><span class="p">)</span>
                    
    <span class="k">def</span> <span class="nf">encode_decode</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">x</span><span class="p">):</span>
        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">forward</span><span class="p">(</span><span class="n">x</span><span class="p">)[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span>
    
    <span class="k">def</span> <span class="nf">encode</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">x</span><span class="p">):</span>
        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">forward</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">end_layer</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">num_layers</span><span class="o">/</span><span class="mi">2</span><span class="p">)[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span>
    
    <span class="k">def</span> <span class="nf">decode</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">y</span><span class="p">):</span>
        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">forward</span><span class="p">(</span><span class="n">y</span><span class="p">,</span> <span class="n">start_layer</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">num_layers</span><span class="o">/</span><span class="mi">2</span><span class="p">)[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="XOR">XOR<a class="anchor-link" href="#XOR">&#182;</a></h2>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">X</span> <span class="o">=</span> <span class="p">[[</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">],</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</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="mi">0</span><span class="p">],</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">]]</span>
<span class="n">y</span> <span class="o">=</span> <span class="p">[</span><span class="mi">1</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="mi">0</span><span class="p">]</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">model</span> <span class="o">=</span> <span class="n">Feedforward</span><span class="p">([</span><span class="mi">2</span><span class="p">,</span> <span class="mi">1</span><span class="p">])</span>
<span class="n">model</span><span class="o">.</span><span class="n">train</span><span class="p">(</span><span class="n">X</span><span class="p">,</span> <span class="n">y</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span> 
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span> 
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span> 
</pre></div>

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

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Simple-Autoencoder">Simple Autoencoder<a class="anchor-link" href="#Simple-Autoencoder">&#182;</a></h2>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="k">class</span> <span class="nc">SimpleAutoencoder</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
    
    <span class="k">def</span> <span class="nf">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">n_neurons</span><span class="p">):</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">layer_0</span> <span class="o">=</span> <span class="n">Layer</span><span class="p">(</span><span class="n">n_neurons</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">n_neurons</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">layer_1</span> <span class="o">=</span> <span class="n">Layer</span><span class="p">(</span><span class="n">n_neurons</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="n">n_neurons</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>

    <span class="k">def</span> <span class="nf">forward</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">x</span><span class="p">):</span>
        <span class="n">a1</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">layer_0</span><span class="o">.</span><span class="n">forward</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
        <span class="n">a2</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">layer_1</span><span class="o">.</span><span class="n">forward</span><span class="p">(</span><span class="n">a1</span><span class="p">)</span>
        <span class="k">return</span> <span class="p">[</span><span class="n">x</span><span class="p">,</span> <span class="n">a1</span><span class="p">,</span> <span class="n">a2</span><span class="p">]</span>

    <span class="k">def</span> <span class="nf">train</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">X</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="n">lamb</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">max_iter</span><span class="o">=</span><span class="mi">10</span><span class="p">):</span>
        <span class="k">for</span> <span class="nb">iter</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">max_iter</span><span class="p">):</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">train_step</span><span class="p">(</span><span class="n">X</span><span class="p">,</span> <span class="n">alpha</span><span class="p">,</span> <span class="n">lamb</span><span class="p">)</span>

    <span class="k">def</span> <span class="nf">train_step</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">X</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="n">lamb</span><span class="o">=</span><span class="mi">0</span><span class="p">):</span>
        <span class="n">m</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">X</span><span class="p">)</span>
        <span class="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="n">X</span><span class="p">:</span>
            <span class="n">A</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">forward</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
            <span class="n">delta</span> <span class="o">=</span> <span class="o">-</span><span class="p">(</span><span class="n">x</span> <span class="o">-</span> <span class="n">A</span><span class="p">[</span><span class="mi">2</span><span class="p">])</span><span class="o">*</span><span class="n">A</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">1</span> <span class="o">-</span> <span class="n">A</span><span class="p">[</span><span class="mi">2</span><span class="p">])</span>
            
            <span class="bp">self</span><span class="o">.</span><span class="n">layer_1</span><span class="o">.</span><span class="n">d_W</span> <span class="o">+=</span> <span class="n">scipy</span><span class="o">.</span><span class="n">outer</span><span class="p">(</span><span class="n">delta</span><span class="p">,</span> <span class="n">A</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">layer_1</span><span class="o">.</span><span class="n">d_b</span> <span class="o">+=</span> <span class="n">delta</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">layer_1</span><span class="o">.</span><span class="n">W</span> <span class="o">-=</span> <span class="n">alpha</span><span class="o">*</span><span class="p">((</span><span class="mi">1</span><span class="o">/</span><span class="n">m</span><span class="p">)</span><span class="o">*</span><span class="bp">self</span><span class="o">.</span><span class="n">layer_1</span><span class="o">.</span><span class="n">d_W</span> <span class="o">+</span> <span class="n">lamb</span><span class="o">*</span><span class="bp">self</span><span class="o">.</span><span class="n">layer_1</span><span class="o">.</span><span class="n">W</span><span class="p">)</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">layer_1</span><span class="o">.</span><span class="n">b</span> <span class="o">-=</span> <span class="p">(</span><span class="n">alpha</span><span class="o">/</span><span class="n">m</span><span class="p">)</span><span class="o">*</span><span class="bp">self</span><span class="o">.</span><span class="n">layer_1</span><span class="o">.</span><span class="n">d_b</span>
            <span class="n">delta</span> <span class="o">=</span> <span class="n">scipy</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">layer_1</span><span class="o">.</span><span class="n">W</span><span class="o">.</span><span class="n">T</span><span class="p">,</span> <span class="n">delta</span><span class="p">)</span><span class="o">*</span><span class="n">A</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mi">1</span> <span class="o">-</span> <span class="n">A</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span>

            <span class="bp">self</span><span class="o">.</span><span class="n">layer_0</span><span class="o">.</span><span class="n">d_W</span> <span class="o">+=</span> <span class="n">scipy</span><span class="o">.</span><span class="n">outer</span><span class="p">(</span><span class="n">delta</span><span class="p">,</span> <span class="n">A</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">layer_0</span><span class="o">.</span><span class="n">d_b</span> <span class="o">+=</span> <span class="n">delta</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">layer_0</span><span class="o">.</span><span class="n">W</span> <span class="o">-=</span> <span class="n">alpha</span><span class="o">*</span><span class="p">((</span><span class="mi">1</span><span class="o">/</span><span class="n">m</span><span class="p">)</span><span class="o">*</span><span class="bp">self</span><span class="o">.</span><span class="n">layer_0</span><span class="o">.</span><span class="n">d_W</span> <span class="o">+</span> <span class="n">lamb</span><span class="o">*</span><span class="bp">self</span><span class="o">.</span><span class="n">layer_0</span><span class="o">.</span><span class="n">W</span><span class="p">)</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">layer_0</span><span class="o">.</span><span class="n">b</span> <span class="o">-=</span> <span class="p">(</span><span class="n">alpha</span><span class="o">/</span><span class="n">m</span><span class="p">)</span><span class="o">*</span><span class="bp">self</span><span class="o">.</span><span class="n">layer_0</span><span class="o">.</span><span class="n">d_b</span>
            
    <span class="k">def</span> <span class="nf">encode_decode</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">x</span><span class="p">):</span>
        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">forward</span><span class="p">(</span><span class="n">x</span><span class="p">)[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span>
    
    <span class="k">def</span> <span class="nf">encode</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">x</span><span class="p">):</span>
        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">layer_0</span><span class="o">.</span><span class="n">forward</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
    
    <span class="k">def</span> <span class="nf">decode</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">y</span><span class="p">):</span>
        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">layer_1</span><span class="o">.</span><span class="n">forward</span><span class="p">(</span><span class="n">y</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">Z</span> <span class="o">=</span> <span class="n">scipy</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">randint</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="p">(</span><span class="mi">100</span><span class="p">,</span> <span class="mi">3</span><span class="p">))</span>
<span class="k">print</span> <span class="n">Z</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">X</span> <span class="o">=</span> <span class="n">Z</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="mf">0.3</span><span class="o">*</span><span class="n">scipy</span><span class="o">.</span><span class="n">rand</span><span class="p">(</span><span class="mi">3</span><span class="p">,</span> <span class="mi">5</span><span class="p">))</span>
<span class="k">print</span> <span class="n">X</span><span class="o">.</span><span class="n">shape</span>
<span class="k">print</span> <span class="n">X</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">sae</span> <span class="o">=</span> <span class="n">SimpleAutoencoder</span><span class="p">([</span><span class="mi">5</span><span class="p">,</span> <span class="mi">3</span><span class="p">])</span>
<span class="n">sae</span><span class="o">.</span><span class="n">train</span><span class="p">(</span><span class="n">X</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.1</span><span class="p">,</span> <span class="n">lamb</span><span class="o">=</span><span class="mf">0.01</span><span class="p">,</span> <span class="n">max_iter</span><span class="o">=</span><span class="mi">20</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">sae</span><span class="o">.</span><span class="n">layer_0</span><span class="o">.</span><span class="n">W</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">sae</span><span class="o">.</span><span class="n">layer_0</span><span class="o">.</span><span class="n">b</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">x</span> <span class="o">=</span> <span class="n">scipy</span><span class="o">.</span><span class="n">rand</span><span class="p">(</span><span class="mi">5</span><span class="p">)</span>
<span class="k">print</span> <span class="n">x</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">sae</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">sae</span><span class="o">.</span><span class="n">train_step</span><span class="p">(</span><span class="n">X</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.001</span><span class="p">,</span> <span class="n">lamb</span><span class="o">=</span><span class="mf">0.0</span><span class="p">)</span>
<span class="n">y</span> <span class="o">=</span> <span class="n">sae</span><span class="o">.</span><span class="n">encode_decode</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
<span class="k">print</span> <span class="n">y</span>
<span class="k">print</span> <span class="n">scipy</span><span class="o">.</span><span class="n">inner</span><span class="p">(</span><span class="n">y</span><span class="o">-</span><span class="n">x</span><span class="p">,</span> <span class="n">y</span><span class="o">-</span><span class="n">x</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<h2 id="Stacked-Autoencoder">Stacked Autoencoder<a class="anchor-link" href="#Stacked-Autoencoder">&#182;</a></h2>
</div>
</div>
</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="k">class</span> <span class="nc">Autoencoder</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span>
    
    <span class="k">def</span> <span class="nf">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">n_neurons</span><span class="p">):</span>
        <span class="n">n_neurons</span> <span class="o">=</span> <span class="n">n_neurons</span> <span class="o">+</span> <span class="n">n_neurons</span><span class="p">[</span><span class="o">-</span><span class="mi">2</span><span class="p">::</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">num_layers</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">n_neurons</span><span class="p">)</span>
        <span class="bp">self</span><span class="o">.</span><span class="n">layers</span> <span class="o">=</span> <span class="p">[</span>
            <span class="n">Layer</span><span class="p">(</span><span class="n">n_neurons</span><span class="p">[</span><span class="n">i</span><span class="p">],</span> <span class="n">n_neurons</span><span class="p">[</span><span class="n">i</span><span class="o">+</span><span class="mi">1</span><span class="p">])</span> 
            <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">num_layers</span> <span class="o">-</span> <span class="mi">1</span><span class="p">)</span>
        <span class="p">]</span>

    <span class="k">def</span> <span class="nf">forward</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">x</span><span class="p">,</span> <span class="n">start_layer</span><span class="o">=</span><span class="bp">None</span><span class="p">,</span> <span class="n">end_layer</span><span class="o">=</span><span class="bp">None</span><span class="p">):</span>
        <span class="n">A</span> <span class="o">=</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">x</span>
        <span class="k">for</span> <span class="n">layer</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">layers</span><span class="p">[</span><span class="n">start_layer</span><span class="p">:</span><span class="n">end_layer</span><span class="p">]:</span>
            <span class="n">a</span><span class="p">,</span> <span class="n">z</span> <span class="o">=</span> <span class="n">layer</span><span class="o">.</span><span class="n">forward</span><span class="p">(</span><span class="n">a</span><span class="p">)</span>
            <span class="n">A</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">a</span><span class="p">)</span>
        <span class="k">return</span> <span class="n">A</span>

    <span class="k">def</span> <span class="nf">train</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">X</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="n">max_iter</span><span class="o">=</span><span class="mi">10</span><span class="p">):</span>
        <span class="k">for</span> <span class="nb">iter</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">max_iter</span><span class="p">):</span>
            <span class="bp">self</span><span class="o">.</span><span class="n">train_step</span><span class="p">(</span><span class="n">X</span><span class="p">,</span> <span class="n">alpha</span><span class="p">)</span>

    <span class="k">def</span> <span class="nf">train_step</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">X</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="n">c</span> <span class="o">=</span> <span class="n">alpha</span><span class="o">/</span><span class="nb">len</span><span class="p">(</span><span class="n">X</span><span class="p">)</span>
        <span class="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="n">X</span><span class="p">:</span>
            <span class="n">A</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">forward</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
            <span class="n">delta</span> <span class="o">=</span> <span class="o">-</span><span class="p">(</span><span class="n">x</span> <span class="o">-</span> <span class="n">A</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span><span class="o">*</span><span class="n">A</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">*</span><span class="p">(</span><span class="mi">1</span> <span class="o">-</span> <span class="n">A</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span>
            <span class="k">for</span> <span class="n">layer</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="bp">self</span><span class="o">.</span><span class="n">layers</span><span class="p">[::</span><span class="o">-</span><span class="mi">1</span><span class="p">],</span> <span class="n">A</span><span class="p">[</span><span class="o">-</span><span class="mi">2</span><span class="p">::</span><span class="o">-</span><span class="mi">1</span><span class="p">]):</span>
                <span class="n">layer</span><span class="o">.</span><span class="n">d_W</span> <span class="o">+=</span> <span class="n">scipy</span><span class="o">.</span><span class="n">outer</span><span class="p">(</span><span class="n">delta</span><span class="p">,</span> <span class="n">a</span><span class="p">)</span>
                <span class="n">layer</span><span class="o">.</span><span class="n">d_b</span> <span class="o">+=</span> <span class="n">delta</span>
                <span class="n">layer</span><span class="o">.</span><span class="n">W</span> <span class="o">-=</span> <span class="n">c</span><span class="o">*</span><span class="n">layer</span><span class="o">.</span><span class="n">d_W</span>
                <span class="n">layer</span><span class="o">.</span><span class="n">b</span> <span class="o">-=</span> <span class="n">c</span><span class="o">*</span><span class="n">layer</span><span class="o">.</span><span class="n">d_b</span>
                <span class="n">delta</span> <span class="o">=</span> <span class="n">scipy</span><span class="o">.</span><span class="n">dot</span><span class="p">(</span><span class="n">layer</span><span class="o">.</span><span class="n">W</span><span class="o">.</span><span class="n">T</span><span class="p">,</span> <span class="n">delta</span><span class="p">)</span><span class="o">*</span><span class="n">a</span><span class="o">*</span><span class="p">(</span><span class="mi">1</span><span class="o">-</span><span class="n">a</span><span class="p">)</span>
                    
    <span class="k">def</span> <span class="nf">encode_decode</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">x</span><span class="p">):</span>
        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">forward</span><span class="p">(</span><span class="n">x</span><span class="p">)[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span>
    
    <span class="k">def</span> <span class="nf">encode</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">x</span><span class="p">):</span>
        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">forward</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">end_layer</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">num_layers</span><span class="o">/</span><span class="mi">2</span><span class="p">)[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span>
    
    <span class="k">def</span> <span class="nf">decode</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">y</span><span class="p">):</span>
        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">forward</span><span class="p">(</span><span class="n">y</span><span class="p">,</span> <span class="n">start_layer</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">num_layers</span><span class="o">/</span><span class="mi">2</span><span class="p">)[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">AE</span> <span class="o">=</span> <span class="n">Autoencoder</span><span class="p">([</span><span class="mi">10</span><span class="p">,</span> <span class="mi">5</span><span class="p">,</span> <span class="mi">3</span><span class="p">])</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">X</span> <span class="o">=</span> <span class="n">scipy</span><span class="o">.</span><span class="n">rand</span><span class="p">(</span><span class="mi">100</span><span class="p">,</span> <span class="mi">10</span><span class="p">)</span>
<span class="n">AE</span><span class="o">.</span><span class="n">train</span><span class="p">(</span><span class="n">X</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">x</span> <span class="o">=</span> <span class="n">scipy</span><span class="o">.</span><span class="n">rand</span><span class="p">(</span><span class="mi">10</span><span class="p">)</span>
<span class="k">print</span> <span class="n">x</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">y</span> <span class="o">=</span> <span class="n">AE</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
<span class="k">print</span> <span class="n">y</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="k">print</span> <span class="n">AE</span><span class="o">.</span><span class="n">decode</span><span class="p">(</span><span class="n">y</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="k">print</span> <span class="n">AE</span><span class="o">.</span><span class="n">encode_decode</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span><span class="n">AE</span><span class="o">.</span><span class="n">train_step</span><span class="p">(</span><span class="n">X</span><span class="p">)</span>
<span class="k">print</span> <span class="n">AE</span><span class="o">.</span><span class="n">encode</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
</pre></div>

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

</div>
<div class="cell border-box-sizing code_cell rendered">
<div class="input">
<div class="prompt input_prompt">In&nbsp;[&nbsp;]:</div>
<div class="inner_cell">
    <div class="input_area">
<div class=" highlight hl-ipython2"><pre><span></span> 
</pre></div>

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

</div>
<div class="cell border-box-sizing text_cell rendered">
<div class="prompt input_prompt">
</div>
<div class="inner_cell">
<div class="text_cell_render border-box-sizing rendered_html">
<p><a href="index.html">&larr; Back to Index</a></p>

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