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<title>Project_presentation slides</title>

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

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

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

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

*/
.highlight-base {
  color: #000;
}
.highlight-variable {
  color: #000;
}
.highlight-variable-2 {
  color: #1a1a1a;
}
.highlight-variable-3 {
  color: #333333;
}
.highlight-string {
  color: #BA2121;
}
.highlight-comment {
  color: #408080;
  font-style: italic;
}
.highlight-number {
  color: #080;
}
.highlight-atom {
  color: #88F;
}
.highlight-keyword {
  color: #008000;
  font-weight: bold;
}
.highlight-builtin {
  color: #008000;
}
.highlight-error {
  color: #f00;
}
.highlight-operator {
  color: #AA22FF;
  font-weight: bold;
}
.highlight-meta {
  color: #AA22FF;
}
/* previously not defined, copying from default codemirror */
.highlight-def {
  color: #00f;
}
.highlight-string-2 {
  color: #f50;
}
.highlight-qualifier {
  color: #555;
}
.highlight-bracket {
  color: #997;
}
.highlight-tag {
  color: #170;
}
.highlight-attribute {
  color: #00c;
}
.highlight-header {
  color: blue;
}
.highlight-quote {
  color: #090;
}
.highlight-link {
  color: #00c;
}
/* apply the same style to codemirror */
.cm-s-ipython span.cm-keyword {
  color: #008000;
  font-weight: bold;
}
.cm-s-ipython span.cm-atom {
  color: #88F;
}
.cm-s-ipython span.cm-number {
  color: #080;
}
.cm-s-ipython span.cm-def {
  color: #00f;
}
.cm-s-ipython span.cm-variable {
  color: #000;
}
.cm-s-ipython span.cm-operator {
  color: #AA22FF;
  font-weight: bold;
}
.cm-s-ipython span.cm-variable-2 {
  color: #1a1a1a;
}
.cm-s-ipython span.cm-variable-3 {
  color: #333333;
}
.cm-s-ipython span.cm-comment {
  color: #408080;
  font-style: italic;
}
.cm-s-ipython span.cm-string {
  color: #BA2121;
}
.cm-s-ipython span.cm-string-2 {
  color: #f50;
}
.cm-s-ipython span.cm-meta {
  color: #AA22FF;
}
.cm-s-ipython span.cm-qualifier {
  color: #555;
}
.cm-s-ipython span.cm-builtin {
  color: #008000;
}
.cm-s-ipython span.cm-bracket {
  color: #997;
}
.cm-s-ipython span.cm-tag {
  color: #170;
}
.cm-s-ipython span.cm-attribute {
  color: #00c;
}
.cm-s-ipython span.cm-header {
  color: blue;
}
.cm-s-ipython span.cm-quote {
  color: #090;
}
.cm-s-ipython span.cm-link {
  color: #00c;
}
.cm-s-ipython span.cm-error {
  color: #f00;
}
.cm-s-ipython span.cm-tab {
  background: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAADAAAAAMCAYAAAAkuj5RAAAAAXNSR0IArs4c6QAAAGFJREFUSMft1LsRQFAQheHPowAKoACx3IgEKtaEHujDjORSgWTH/ZOdnZOcM/sgk/kFFWY0qV8foQwS4MKBCS3qR6ixBJvElOobYAtivseIE120FaowJPN75GMu8j/LfMwNjh4HUpwg4LUAAAAASUVORK5CYII=);
  background-position: right;
  background-repeat: no-repeat;
}
div.output_wrapper {
  /* this position must be relative to enable descendents to be absolute within it */
  position: relative;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
  z-index: 1;
}
/* class for the output area when it should be height-limited */
div.output_scroll {
  /* ideally, this would be max-height, but FF barfs all over that */
  height: 24em;
  /* FF needs this *and the wrapper* to specify full width, or it will shrinkwrap */
  width: 100%;
  overflow: auto;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  box-shadow: inset 0 2px 8px rgba(0, 0, 0, 0.8);
  display: block;
}
/* output div while it is collapsed */
div.output_collapsed {
  margin: 0px;
  padding: 0px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
div.out_prompt_overlay {
  height: 100%;
  padding: 0px 0.4em;
  position: absolute;
  border-radius: 2px;
}
div.out_prompt_overlay:hover {
  /* use inner shadow to get border that is computed the same on WebKit/FF */
  -webkit-box-shadow: inset 0 0 1px #000;
  box-shadow: inset 0 0 1px #000;
  background: rgba(240, 240, 240, 0.5);
}
div.output_prompt {
  color: #D84315;
}
/* This class is the outer container of all output sections. */
div.output_area {
  padding: 0px;
  page-break-inside: avoid;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
div.output_area .MathJax_Display {
  text-align: left !important;
}
div.output_area .rendered_html table {
  margin-left: 0;
  margin-right: 0;
}
div.output_area .rendered_html img {
  margin-left: 0;
  margin-right: 0;
}
div.output_area img,
div.output_area svg {
  max-width: 100%;
  height: auto;
}
div.output_area img.unconfined,
div.output_area svg.unconfined {
  max-width: none;
}
div.output_area .mglyph > img {
  max-width: none;
}
/* This is needed to protect the pre formating from global settings such
   as that of bootstrap */
.output {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: vertical;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: vertical;
  -moz-box-align: stretch;
  display: box;
  box-orient: vertical;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: column;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.output_area {
    /* Old browsers */
    display: -webkit-box;
    -webkit-box-orient: vertical;
    -webkit-box-align: stretch;
    display: -moz-box;
    -moz-box-orient: vertical;
    -moz-box-align: stretch;
    display: box;
    box-orient: vertical;
    box-align: stretch;
    /* Modern browsers */
    display: flex;
    flex-direction: column;
    align-items: stretch;
  }
}
div.output_area pre {
  margin: 0;
  padding: 1px 0 1px 0;
  border: 0;
  vertical-align: baseline;
  color: black;
  background-color: transparent;
  border-radius: 0;
}
/* This class is for the output subarea inside the output_area and after
   the prompt div. */
div.output_subarea {
  overflow-x: auto;
  padding: 0.4em;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
  max-width: calc(100% - 14ex);
}
div.output_scroll div.output_subarea {
  overflow-x: visible;
}
/* The rest of the output_* classes are for special styling of the different
   output types */
/* all text output has this class: */
div.output_text {
  text-align: left;
  color: #000;
  /* This has to match that of the the CodeMirror class line-height below */
  line-height: 1.21429em;
}
/* stdout/stderr are 'text' as well as 'stream', but execute_result/error are *not* streams */
div.output_stderr {
  background: #fdd;
  /* very light red background for stderr */
}
div.output_latex {
  text-align: left;
}
/* Empty output_javascript divs should have no height */
div.output_javascript:empty {
  padding: 0;
}
.js-error {
  color: darkred;
}
/* raw_input styles */
div.raw_input_container {
  line-height: 1.21429em;
  padding-top: 5px;
}
pre.raw_input_prompt {
  /* nothing needed here. */
}
input.raw_input {
  font-family: monospace;
  font-size: inherit;
  color: inherit;
  width: auto;
  /* make sure input baseline aligns with prompt */
  vertical-align: baseline;
  /* padding + margin = 0.5em between prompt and cursor */
  padding: 0em 0.25em;
  margin: 0em 0.25em;
}
input.raw_input:focus {
  box-shadow: none;
}
p.p-space {
  margin-bottom: 10px;
}
div.output_unrecognized {
  padding: 5px;
  font-weight: bold;
  color: red;
}
div.output_unrecognized a {
  color: inherit;
  text-decoration: none;
}
div.output_unrecognized a:hover {
  color: inherit;
  text-decoration: none;
}
.rendered_html {
  color: #000;
  /* any extras will just be numbers: */
}
.rendered_html em {
  font-style: italic;
}
.rendered_html strong {
  font-weight: bold;
}
.rendered_html u {
  text-decoration: underline;
}
.rendered_html :link {
  text-decoration: underline;
}
.rendered_html :visited {
  text-decoration: underline;
}
.rendered_html h1 {
  font-size: 185.7%;
  margin: 1.08em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h2 {
  font-size: 157.1%;
  margin: 1.27em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h3 {
  font-size: 128.6%;
  margin: 1.55em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h4 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
}
.rendered_html h5 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h6 {
  font-size: 100%;
  margin: 2em 0 0 0;
  font-weight: bold;
  line-height: 1.0;
  font-style: italic;
}
.rendered_html h1:first-child {
  margin-top: 0.538em;
}
.rendered_html h2:first-child {
  margin-top: 0.636em;
}
.rendered_html h3:first-child {
  margin-top: 0.777em;
}
.rendered_html h4:first-child {
  margin-top: 1em;
}
.rendered_html h5:first-child {
  margin-top: 1em;
}
.rendered_html h6:first-child {
  margin-top: 1em;
}
.rendered_html ul:not(.list-inline),
.rendered_html ol:not(.list-inline) {
  padding-left: 2em;
}
.rendered_html ul {
  list-style: disc;
}
.rendered_html ul ul {
  list-style: square;
  margin-top: 0;
}
.rendered_html ul ul ul {
  list-style: circle;
}
.rendered_html ol {
  list-style: decimal;
}
.rendered_html ol ol {
  list-style: upper-alpha;
  margin-top: 0;
}
.rendered_html ol ol ol {
  list-style: lower-alpha;
}
.rendered_html ol ol ol ol {
  list-style: lower-roman;
}
.rendered_html ol ol ol ol ol {
  list-style: decimal;
}
.rendered_html * + ul {
  margin-top: 1em;
}
.rendered_html * + ol {
  margin-top: 1em;
}
.rendered_html hr {
  color: black;
  background-color: black;
}
.rendered_html pre {
  margin: 1em 2em;
  padding: 0px;
  background-color: #fff;
}
.rendered_html code {
  background-color: #eff0f1;
}
.rendered_html p code {
  padding: 1px 5px;
}
.rendered_html pre code {
  background-color: #fff;
}
.rendered_html pre,
.rendered_html code {
  border: 0;
  color: #000;
  font-size: 100%;
}
.rendered_html blockquote {
  margin: 1em 2em;
}
.rendered_html table {
  margin-left: auto;
  margin-right: auto;
  border: none;
  border-collapse: collapse;
  border-spacing: 0;
  color: black;
  font-size: 12px;
  table-layout: fixed;
}
.rendered_html thead {
  border-bottom: 1px solid black;
  vertical-align: bottom;
}
.rendered_html tr,
.rendered_html th,
.rendered_html td {
  text-align: right;
  vertical-align: middle;
  padding: 0.5em 0.5em;
  line-height: normal;
  white-space: normal;
  max-width: none;
  border: none;
}
.rendered_html th {
  font-weight: bold;
}
.rendered_html tbody tr:nth-child(odd) {
  background: #f5f5f5;
}
.rendered_html tbody tr:hover {
  background: rgba(66, 165, 245, 0.2);
}
.rendered_html * + table {
  margin-top: 1em;
}
.rendered_html p {
  text-align: left;
}
.rendered_html * + p {
  margin-top: 1em;
}
.rendered_html img {
  display: block;
  margin-left: auto;
  margin-right: auto;
}
.rendered_html * + img {
  margin-top: 1em;
}
.rendered_html img,
.rendered_html svg {
  max-width: 100%;
  height: auto;
}
.rendered_html img.unconfined,
.rendered_html svg.unconfined {
  max-width: none;
}
.rendered_html .alert {
  margin-bottom: initial;
}
.rendered_html * + .alert {
  margin-top: 1em;
}
[dir="rtl"] .rendered_html p {
  text-align: right;
}
div.text_cell {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
}
@media (max-width: 540px) {
  div.text_cell > div.prompt {
    display: none;
  }
}
div.text_cell_render {
  /*font-family: "Helvetica Neue", Arial, Helvetica, Geneva, sans-serif;*/
  outline: none;
  resize: none;
  width: inherit;
  border-style: none;
  padding: 0.5em 0.5em 0.5em 0.4em;
  color: #000;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
a.anchor-link:link {
  text-decoration: none;
  padding: 0px 20px;
  visibility: hidden;
}
h1:hover .anchor-link,
h2:hover .anchor-link,
h3:hover .anchor-link,
h4:hover .anchor-link,
h5:hover .anchor-link,
h6:hover .anchor-link {
  visibility: visible;
}
.text_cell.rendered .input_area {
  display: none;
}
.text_cell.rendered .rendered_html {
  overflow-x: auto;
  overflow-y: hidden;
}
.text_cell.rendered .rendered_html tr,
.text_cell.rendered .rendered_html th,
.text_cell.rendered .rendered_html td {
  max-width: none;
}
.text_cell.unrendered .text_cell_render {
  display: none;
}
.text_cell .dropzone .input_area {
  border: 2px dashed #bababa;
  margin: -1px;
}
.cm-header-1,
.cm-header-2,
.cm-header-3,
.cm-header-4,
.cm-header-5,
.cm-header-6 {
  font-weight: bold;
  font-family: "Helvetica Neue", Helvetica, Arial, sans-serif;
}
.cm-header-1 {
  font-size: 185.7%;
}
.cm-header-2 {
  font-size: 157.1%;
}
.cm-header-3 {
  font-size: 128.6%;
}
.cm-header-4 {
  font-size: 110%;
}
.cm-header-5 {
  font-size: 100%;
  font-style: italic;
}
.cm-header-6 {
  font-size: 100%;
  font-style: italic;
}
/*!
*
* IPython notebook webapp
*
*/
@media (max-width: 767px) {
  .notebook_app {
    padding-left: 0px;
    padding-right: 0px;
  }
}
#ipython-main-app {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook_panel {
  margin: 0px;
  padding: 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  height: 100%;
}
div#notebook {
  font-size: 14px;
  line-height: 20px;
  overflow-y: hidden;
  overflow-x: auto;
  width: 100%;
  /* This spaces the page away from the edge of the notebook area */
  padding-top: 20px;
  margin: 0px;
  outline: none;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  min-height: 100%;
}
@media not print {
  #notebook-container {
    padding: 15px;
    background-color: #fff;
    min-height: 0;
    -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
    box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  }
}
@media print {
  #notebook-container {
    width: 100%;
  }
}
div.ui-widget-content {
  border: 1px solid #ababab;
  outline: none;
}
pre.dialog {
  background-color: #f7f7f7;
  border: 1px solid #ddd;
  border-radius: 2px;
  padding: 0.4em;
  padding-left: 2em;
}
p.dialog {
  padding: 0.2em;
}
/* Word-wrap output correctly.  This is the CSS3 spelling, though Firefox seems
   to not honor it correctly.  Webkit browsers (Chrome, rekonq, Safari) do.
 */
pre,
code,
kbd,
samp {
  white-space: pre-wrap;
}
#fonttest {
  font-family: monospace;
}
p {
  margin-bottom: 0;
}
.end_space {
  min-height: 100px;
  transition: height .2s ease;
}
.notebook_app > #header {
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
@media not print {
  .notebook_app {
    background-color: #EEE;
  }
}
kbd {
  border-style: solid;
  border-width: 1px;
  box-shadow: none;
  margin: 2px;
  padding-left: 2px;
  padding-right: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
.jupyter-keybindings {
  padding: 1px;
  line-height: 24px;
  border-bottom: 1px solid gray;
}
.jupyter-keybindings input {
  margin: 0;
  padding: 0;
  border: none;
}
.jupyter-keybindings i {
  padding: 6px;
}
.well code {
  background-color: #ffffff;
  border-color: #ababab;
  border-width: 1px;
  border-style: solid;
  padding: 2px;
  padding-top: 1px;
  padding-bottom: 1px;
}
/* CSS for the cell toolbar */
.celltoolbar {
  border: thin solid #CFCFCF;
  border-bottom: none;
  background: #EEE;
  border-radius: 2px 2px 0px 0px;
  width: 100%;
  height: 29px;
  padding-right: 4px;
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  /* Old browsers */
  -webkit-box-pack: end;
  -moz-box-pack: end;
  box-pack: end;
  /* Modern browsers */
  justify-content: flex-end;
  display: -webkit-flex;
}
@media print {
  .celltoolbar {
    display: none;
  }
}
.ctb_hideshow {
  display: none;
  vertical-align: bottom;
}
/* ctb_show is added to the ctb_hideshow div to show the cell toolbar.
   Cell toolbars are only shown when the ctb_global_show class is also set.
*/
.ctb_global_show .ctb_show.ctb_hideshow {
  display: block;
}
.ctb_global_show .ctb_show + .input_area,
.ctb_global_show .ctb_show + div.text_cell_input,
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border-top-right-radius: 0px;
  border-top-left-radius: 0px;
}
.ctb_global_show .ctb_show ~ div.text_cell_render {
  border: 1px solid #cfcfcf;
}
.celltoolbar {
  font-size: 87%;
  padding-top: 3px;
}
.celltoolbar select {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  width: inherit;
  font-size: inherit;
  height: 22px;
  padding: 0px;
  display: inline-block;
}
.celltoolbar select:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.celltoolbar select::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.celltoolbar select:-ms-input-placeholder {
  color: #999;
}
.celltoolbar select::-webkit-input-placeholder {
  color: #999;
}
.celltoolbar select::-ms-expand {
  border: 0;
  background-color: transparent;
}
.celltoolbar select[disabled],
.celltoolbar select[readonly],
fieldset[disabled] .celltoolbar select {
  background-color: #eeeeee;
  opacity: 1;
}
.celltoolbar select[disabled],
fieldset[disabled] .celltoolbar select {
  cursor: not-allowed;
}
textarea.celltoolbar select {
  height: auto;
}
select.celltoolbar select {
  height: 30px;
  line-height: 30px;
}
textarea.celltoolbar select,
select[multiple].celltoolbar select {
  height: auto;
}
.celltoolbar label {
  margin-left: 5px;
  margin-right: 5px;
}
.tags_button_container {
  width: 100%;
  display: flex;
}
.tag-container {
  display: flex;
  flex-direction: row;
  flex-grow: 1;
  overflow: hidden;
  position: relative;
}
.tag-container > * {
  margin: 0 4px;
}
.remove-tag-btn {
  margin-left: 4px;
}
.tags-input {
  display: flex;
}
.cell-tag:last-child:after {
  content: "";
  position: absolute;
  right: 0;
  width: 40px;
  height: 100%;
  /* Fade to background color of cell toolbar */
  background: linear-gradient(to right, rgba(0, 0, 0, 0), #EEE);
}
.tags-input > * {
  margin-left: 4px;
}
.cell-tag,
.tags-input input,
.tags-input button {
  display: block;
  width: 100%;
  height: 32px;
  padding: 6px 12px;
  font-size: 13px;
  line-height: 1.42857143;
  color: #555555;
  background-color: #fff;
  background-image: none;
  border: 1px solid #ccc;
  border-radius: 2px;
  -webkit-box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  box-shadow: inset 0 1px 1px rgba(0, 0, 0, 0.075);
  -webkit-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  -o-transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  transition: border-color ease-in-out .15s, box-shadow ease-in-out .15s;
  height: 30px;
  padding: 5px 10px;
  font-size: 12px;
  line-height: 1.5;
  border-radius: 1px;
  box-shadow: none;
  width: inherit;
  font-size: inherit;
  height: 22px;
  line-height: 22px;
  padding: 0px 4px;
  display: inline-block;
}
.cell-tag:focus,
.tags-input input:focus,
.tags-input button:focus {
  border-color: #66afe9;
  outline: 0;
  -webkit-box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
  box-shadow: inset 0 1px 1px rgba(0,0,0,.075), 0 0 8px rgba(102, 175, 233, 0.6);
}
.cell-tag::-moz-placeholder,
.tags-input input::-moz-placeholder,
.tags-input button::-moz-placeholder {
  color: #999;
  opacity: 1;
}
.cell-tag:-ms-input-placeholder,
.tags-input input:-ms-input-placeholder,
.tags-input button:-ms-input-placeholder {
  color: #999;
}
.cell-tag::-webkit-input-placeholder,
.tags-input input::-webkit-input-placeholder,
.tags-input button::-webkit-input-placeholder {
  color: #999;
}
.cell-tag::-ms-expand,
.tags-input input::-ms-expand,
.tags-input button::-ms-expand {
  border: 0;
  background-color: transparent;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
.cell-tag[readonly],
.tags-input input[readonly],
.tags-input button[readonly],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  background-color: #eeeeee;
  opacity: 1;
}
.cell-tag[disabled],
.tags-input input[disabled],
.tags-input button[disabled],
fieldset[disabled] .cell-tag,
fieldset[disabled] .tags-input input,
fieldset[disabled] .tags-input button {
  cursor: not-allowed;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button {
  height: auto;
}
select.cell-tag,
select.tags-input input,
select.tags-input button {
  height: 30px;
  line-height: 30px;
}
textarea.cell-tag,
textarea.tags-input input,
textarea.tags-input button,
select[multiple].cell-tag,
select[multiple].tags-input input,
select[multiple].tags-input button {
  height: auto;
}
.cell-tag,
.tags-input button {
  padding: 0px 4px;
}
.cell-tag {
  background-color: #fff;
  white-space: nowrap;
}
.tags-input input[type=text]:focus {
  outline: none;
  box-shadow: none;
  border-color: #ccc;
}
.completions {
  position: absolute;
  z-index: 110;
  overflow: hidden;
  border: 1px solid #ababab;
  border-radius: 2px;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  line-height: 1;
}
.completions select {
  background: white;
  outline: none;
  border: none;
  padding: 0px;
  margin: 0px;
  overflow: auto;
  font-family: monospace;
  font-size: 110%;
  color: #000;
  width: auto;
}
.completions select option.context {
  color: #286090;
}
#kernel_logo_widget .current_kernel_logo {
  display: none;
  margin-top: -1px;
  margin-bottom: -1px;
  width: 32px;
  height: 32px;
}
[dir="rtl"] #kernel_logo_widget {
  float: left !important;
  float: left;
}
.modal .modal-body .move-path {
  display: flex;
  flex-direction: row;
  justify-content: space;
  align-items: center;
}
.modal .modal-body .move-path .server-root {
  padding-right: 20px;
}
.modal .modal-body .move-path .path-input {
  flex: 1;
}
#menubar {
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
  margin-top: 1px;
}
#menubar .navbar {
  border-top: 1px;
  border-radius: 0px 0px 2px 2px;
  margin-bottom: 0px;
}
#menubar .navbar-toggle {
  float: left;
  padding-top: 7px;
  padding-bottom: 7px;
  border: none;
}
#menubar .navbar-collapse {
  clear: left;
}
[dir="rtl"] #menubar .navbar-toggle {
  float: right;
}
[dir="rtl"] #menubar .navbar-collapse {
  clear: right;
}
[dir="rtl"] #menubar .navbar-nav {
  float: right;
}
[dir="rtl"] #menubar .nav {
  padding-right: 0px;
}
[dir="rtl"] #menubar .navbar-nav > li {
  float: right;
}
[dir="rtl"] #menubar .navbar-right {
  float: left !important;
}
[dir="rtl"] ul.dropdown-menu {
  text-align: right;
  left: auto;
}
[dir="rtl"] ul#new-menu.dropdown-menu {
  right: auto;
  left: 0;
}
.nav-wrapper {
  border-bottom: 1px solid #e7e7e7;
}
i.menu-icon {
  padding-top: 4px;
}
[dir="rtl"] i.menu-icon.pull-right {
  float: left !important;
  float: left;
}
ul#help_menu li a {
  overflow: hidden;
  padding-right: 2.2em;
}
ul#help_menu li a i {
  margin-right: -1.2em;
}
[dir="rtl"] ul#help_menu li a {
  padding-left: 2.2em;
}
[dir="rtl"] ul#help_menu li a i {
  margin-right: 0;
  margin-left: -1.2em;
}
[dir="rtl"] ul#help_menu li a i.pull-right {
  float: left !important;
  float: left;
}
.dropdown-submenu {
  position: relative;
}
.dropdown-submenu > .dropdown-menu {
  top: 0;
  left: 100%;
  margin-top: -6px;
  margin-left: -1px;
}
[dir="rtl"] .dropdown-submenu > .dropdown-menu {
  right: 100%;
  margin-right: -1px;
}
.dropdown-submenu:hover > .dropdown-menu {
  display: block;
}
.dropdown-submenu > a:after {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  display: block;
  content: "\f0da";
  float: right;
  color: #333333;
  margin-top: 2px;
  margin-right: -10px;
}
.dropdown-submenu > a:after.fa-pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.fa-pull-right {
  margin-left: .3em;
}
.dropdown-submenu > a:after.pull-left {
  margin-right: .3em;
}
.dropdown-submenu > a:after.pull-right {
  margin-left: .3em;
}
[dir="rtl"] .dropdown-submenu > a:after {
  float: left;
  content: "\f0d9";
  margin-right: 0;
  margin-left: -10px;
}
.dropdown-submenu:hover > a:after {
  color: #262626;
}
.dropdown-submenu.pull-left {
  float: none;
}
.dropdown-submenu.pull-left > .dropdown-menu {
  left: -100%;
  margin-left: 10px;
}
#notification_area {
  float: right !important;
  float: right;
  z-index: 10;
}
[dir="rtl"] #notification_area {
  float: left !important;
  float: left;
}
.indicator_area {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] .indicator_area {
  float: left !important;
  float: left;
}
#kernel_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  border-left: 1px solid;
}
#kernel_indicator .kernel_indicator_name {
  padding-left: 5px;
  padding-right: 5px;
}
[dir="rtl"] #kernel_indicator {
  float: left !important;
  float: left;
  border-left: 0;
  border-right: 1px solid;
}
#modal_indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
}
[dir="rtl"] #modal_indicator {
  float: left !important;
  float: left;
}
#readonly-indicator {
  float: right !important;
  float: right;
  color: #777;
  margin-left: 5px;
  margin-right: 5px;
  width: 11px;
  z-index: 10;
  text-align: center;
  width: auto;
  margin-top: 2px;
  margin-bottom: 0px;
  margin-left: 0px;
  margin-right: 0px;
  display: none;
}
.modal_indicator:before {
  width: 1.28571429em;
  text-align: center;
}
.edit_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f040";
}
.edit_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.edit_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.edit_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: ' ';
}
.command_mode .modal_indicator:before.fa-pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.fa-pull-right {
  margin-left: .3em;
}
.command_mode .modal_indicator:before.pull-left {
  margin-right: .3em;
}
.command_mode .modal_indicator:before.pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f10c";
}
.kernel_idle_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_idle_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_idle_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f111";
}
.kernel_busy_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_busy_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_busy_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f1e2";
}
.kernel_dead_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_dead_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_dead_icon:before.pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before {
  display: inline-block;
  font: normal normal normal 14px/1 FontAwesome;
  font-size: inherit;
  text-rendering: auto;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  content: "\f127";
}
.kernel_disconnected_icon:before.fa-pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.fa-pull-right {
  margin-left: .3em;
}
.kernel_disconnected_icon:before.pull-left {
  margin-right: .3em;
}
.kernel_disconnected_icon:before.pull-right {
  margin-left: .3em;
}
.notification_widget {
  color: #777;
  z-index: 10;
  background: rgba(240, 240, 240, 0.5);
  margin-right: 4px;
  color: #333;
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget:focus,
.notification_widget.focus {
  color: #333;
  background-color: #e6e6e6;
  border-color: #8c8c8c;
}
.notification_widget:hover {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  color: #333;
  background-color: #e6e6e6;
  border-color: #adadad;
}
.notification_widget:active:hover,
.notification_widget.active:hover,
.open > .dropdown-toggle.notification_widget:hover,
.notification_widget:active:focus,
.notification_widget.active:focus,
.open > .dropdown-toggle.notification_widget:focus,
.notification_widget:active.focus,
.notification_widget.active.focus,
.open > .dropdown-toggle.notification_widget.focus {
  color: #333;
  background-color: #d4d4d4;
  border-color: #8c8c8c;
}
.notification_widget:active,
.notification_widget.active,
.open > .dropdown-toggle.notification_widget {
  background-image: none;
}
.notification_widget.disabled:hover,
.notification_widget[disabled]:hover,
fieldset[disabled] .notification_widget:hover,
.notification_widget.disabled:focus,
.notification_widget[disabled]:focus,
fieldset[disabled] .notification_widget:focus,
.notification_widget.disabled.focus,
.notification_widget[disabled].focus,
fieldset[disabled] .notification_widget.focus {
  background-color: #fff;
  border-color: #ccc;
}
.notification_widget .badge {
  color: #fff;
  background-color: #333;
}
.notification_widget.warning {
  color: #fff;
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning:focus,
.notification_widget.warning.focus {
  color: #fff;
  background-color: #ec971f;
  border-color: #985f0d;
}
.notification_widget.warning:hover {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  color: #fff;
  background-color: #ec971f;
  border-color: #d58512;
}
.notification_widget.warning:active:hover,
.notification_widget.warning.active:hover,
.open > .dropdown-toggle.notification_widget.warning:hover,
.notification_widget.warning:active:focus,
.notification_widget.warning.active:focus,
.open > .dropdown-toggle.notification_widget.warning:focus,
.notification_widget.warning:active.focus,
.notification_widget.warning.active.focus,
.open > .dropdown-toggle.notification_widget.warning.focus {
  color: #fff;
  background-color: #d58512;
  border-color: #985f0d;
}
.notification_widget.warning:active,
.notification_widget.warning.active,
.open > .dropdown-toggle.notification_widget.warning {
  background-image: none;
}
.notification_widget.warning.disabled:hover,
.notification_widget.warning[disabled]:hover,
fieldset[disabled] .notification_widget.warning:hover,
.notification_widget.warning.disabled:focus,
.notification_widget.warning[disabled]:focus,
fieldset[disabled] .notification_widget.warning:focus,
.notification_widget.warning.disabled.focus,
.notification_widget.warning[disabled].focus,
fieldset[disabled] .notification_widget.warning.focus {
  background-color: #f0ad4e;
  border-color: #eea236;
}
.notification_widget.warning .badge {
  color: #f0ad4e;
  background-color: #fff;
}
.notification_widget.success {
  color: #fff;
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success:focus,
.notification_widget.success.focus {
  color: #fff;
  background-color: #449d44;
  border-color: #255625;
}
.notification_widget.success:hover {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  color: #fff;
  background-color: #449d44;
  border-color: #398439;
}
.notification_widget.success:active:hover,
.notification_widget.success.active:hover,
.open > .dropdown-toggle.notification_widget.success:hover,
.notification_widget.success:active:focus,
.notification_widget.success.active:focus,
.open > .dropdown-toggle.notification_widget.success:focus,
.notification_widget.success:active.focus,
.notification_widget.success.active.focus,
.open > .dropdown-toggle.notification_widget.success.focus {
  color: #fff;
  background-color: #398439;
  border-color: #255625;
}
.notification_widget.success:active,
.notification_widget.success.active,
.open > .dropdown-toggle.notification_widget.success {
  background-image: none;
}
.notification_widget.success.disabled:hover,
.notification_widget.success[disabled]:hover,
fieldset[disabled] .notification_widget.success:hover,
.notification_widget.success.disabled:focus,
.notification_widget.success[disabled]:focus,
fieldset[disabled] .notification_widget.success:focus,
.notification_widget.success.disabled.focus,
.notification_widget.success[disabled].focus,
fieldset[disabled] .notification_widget.success.focus {
  background-color: #5cb85c;
  border-color: #4cae4c;
}
.notification_widget.success .badge {
  color: #5cb85c;
  background-color: #fff;
}
.notification_widget.info {
  color: #fff;
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info:focus,
.notification_widget.info.focus {
  color: #fff;
  background-color: #31b0d5;
  border-color: #1b6d85;
}
.notification_widget.info:hover {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  color: #fff;
  background-color: #31b0d5;
  border-color: #269abc;
}
.notification_widget.info:active:hover,
.notification_widget.info.active:hover,
.open > .dropdown-toggle.notification_widget.info:hover,
.notification_widget.info:active:focus,
.notification_widget.info.active:focus,
.open > .dropdown-toggle.notification_widget.info:focus,
.notification_widget.info:active.focus,
.notification_widget.info.active.focus,
.open > .dropdown-toggle.notification_widget.info.focus {
  color: #fff;
  background-color: #269abc;
  border-color: #1b6d85;
}
.notification_widget.info:active,
.notification_widget.info.active,
.open > .dropdown-toggle.notification_widget.info {
  background-image: none;
}
.notification_widget.info.disabled:hover,
.notification_widget.info[disabled]:hover,
fieldset[disabled] .notification_widget.info:hover,
.notification_widget.info.disabled:focus,
.notification_widget.info[disabled]:focus,
fieldset[disabled] .notification_widget.info:focus,
.notification_widget.info.disabled.focus,
.notification_widget.info[disabled].focus,
fieldset[disabled] .notification_widget.info.focus {
  background-color: #5bc0de;
  border-color: #46b8da;
}
.notification_widget.info .badge {
  color: #5bc0de;
  background-color: #fff;
}
.notification_widget.danger {
  color: #fff;
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger:focus,
.notification_widget.danger.focus {
  color: #fff;
  background-color: #c9302c;
  border-color: #761c19;
}
.notification_widget.danger:hover {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  color: #fff;
  background-color: #c9302c;
  border-color: #ac2925;
}
.notification_widget.danger:active:hover,
.notification_widget.danger.active:hover,
.open > .dropdown-toggle.notification_widget.danger:hover,
.notification_widget.danger:active:focus,
.notification_widget.danger.active:focus,
.open > .dropdown-toggle.notification_widget.danger:focus,
.notification_widget.danger:active.focus,
.notification_widget.danger.active.focus,
.open > .dropdown-toggle.notification_widget.danger.focus {
  color: #fff;
  background-color: #ac2925;
  border-color: #761c19;
}
.notification_widget.danger:active,
.notification_widget.danger.active,
.open > .dropdown-toggle.notification_widget.danger {
  background-image: none;
}
.notification_widget.danger.disabled:hover,
.notification_widget.danger[disabled]:hover,
fieldset[disabled] .notification_widget.danger:hover,
.notification_widget.danger.disabled:focus,
.notification_widget.danger[disabled]:focus,
fieldset[disabled] .notification_widget.danger:focus,
.notification_widget.danger.disabled.focus,
.notification_widget.danger[disabled].focus,
fieldset[disabled] .notification_widget.danger.focus {
  background-color: #d9534f;
  border-color: #d43f3a;
}
.notification_widget.danger .badge {
  color: #d9534f;
  background-color: #fff;
}
div#pager {
  background-color: #fff;
  font-size: 14px;
  line-height: 20px;
  overflow: hidden;
  display: none;
  position: fixed;
  bottom: 0px;
  width: 100%;
  max-height: 50%;
  padding-top: 8px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  /* Display over codemirror */
  z-index: 100;
  /* Hack which prevents jquery ui resizable from changing top. */
  top: auto !important;
}
div#pager pre {
  line-height: 1.21429em;
  color: #000;
  background-color: #f7f7f7;
  padding: 0.4em;
}
div#pager #pager-button-area {
  position: absolute;
  top: 8px;
  right: 20px;
}
div#pager #pager-contents {
  position: relative;
  overflow: auto;
  width: 100%;
  height: 100%;
}
div#pager #pager-contents #pager-container {
  position: relative;
  padding: 15px 0px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
div#pager .ui-resizable-handle {
  top: 0px;
  height: 8px;
  background: #f7f7f7;
  border-top: 1px solid #cfcfcf;
  border-bottom: 1px solid #cfcfcf;
  /* This injects handle bars (a short, wide = symbol) for 
        the resize handle. */
}
div#pager .ui-resizable-handle::after {
  content: '';
  top: 2px;
  left: 50%;
  height: 3px;
  width: 30px;
  margin-left: -15px;
  position: absolute;
  border-top: 1px solid #cfcfcf;
}
.quickhelp {
  /* Old browsers */
  display: -webkit-box;
  -webkit-box-orient: horizontal;
  -webkit-box-align: stretch;
  display: -moz-box;
  -moz-box-orient: horizontal;
  -moz-box-align: stretch;
  display: box;
  box-orient: horizontal;
  box-align: stretch;
  /* Modern browsers */
  display: flex;
  flex-direction: row;
  align-items: stretch;
  line-height: 1.8em;
}
.shortcut_key {
  display: inline-block;
  width: 21ex;
  text-align: right;
  font-family: monospace;
}
.shortcut_descr {
  display: inline-block;
  /* Old browsers */
  -webkit-box-flex: 1;
  -moz-box-flex: 1;
  box-flex: 1;
  /* Modern browsers */
  flex: 1;
}
span.save_widget {
  height: 30px;
  margin-top: 4px;
  display: flex;
  justify-content: flex-start;
  align-items: baseline;
  width: 50%;
  flex: 1;
}
span.save_widget span.filename {
  height: 100%;
  line-height: 1em;
  margin-left: 16px;
  border: none;
  font-size: 146.5%;
  text-overflow: ellipsis;
  overflow: hidden;
  white-space: nowrap;
  border-radius: 2px;
}
span.save_widget span.filename:hover {
  background-color: #e6e6e6;
}
[dir="rtl"] span.save_widget.pull-left {
  float: right !important;
  float: right;
}
[dir="rtl"] span.save_widget span.filename {
  margin-left: 0;
  margin-right: 16px;
}
span.checkpoint_status,
span.autosave_status {
  font-size: small;
  white-space: nowrap;
  padding: 0 5px;
}
@media (max-width: 767px) {
  span.save_widget {
    font-size: small;
    padding: 0 0 0 5px;
  }
  span.checkpoint_status,
  span.autosave_status {
    display: none;
  }
}
@media (min-width: 768px) and (max-width: 991px) {
  span.checkpoint_status {
    display: none;
  }
  span.autosave_status {
    font-size: x-small;
  }
}
.toolbar {
  padding: 0px;
  margin-left: -5px;
  margin-top: 2px;
  margin-bottom: 5px;
  box-sizing: border-box;
  -moz-box-sizing: border-box;
  -webkit-box-sizing: border-box;
}
.toolbar select,
.toolbar label {
  width: auto;
  vertical-align: middle;
  margin-right: 2px;
  margin-bottom: 0px;
  display: inline;
  font-size: 92%;
  margin-left: 0.3em;
  margin-right: 0.3em;
  padding: 0px;
  padding-top: 3px;
}
.toolbar .btn {
  padding: 2px 8px;
}
.toolbar .btn-group {
  margin-top: 0px;
  margin-left: 5px;
}
.toolbar-btn-label {
  margin-left: 6px;
}
#maintoolbar {
  margin-bottom: -3px;
  margin-top: -8px;
  border: 0px;
  min-height: 27px;
  margin-left: 0px;
  padding-top: 11px;
  padding-bottom: 3px;
}
#maintoolbar .navbar-text {
  float: none;
  vertical-align: middle;
  text-align: right;
  margin-left: 5px;
  margin-right: 0px;
  margin-top: 0px;
}
.select-xs {
  height: 24px;
}
[dir="rtl"] .btn-group > .btn,
.btn-group-vertical > .btn {
  float: right;
}
.pulse,
.dropdown-menu > li > a.pulse,
li.pulse > a.dropdown-toggle,
li.pulse.open > a.dropdown-toggle {
  background-color: #F37626;
  color: white;
}
/**
 * Primary styles
 *
 * Author: Jupyter Development Team
 */
/** WARNING IF YOU ARE EDITTING THIS FILE, if this is a .css file, It has a lot
 * of chance of beeing generated from the ../less/[samename].less file, you can
 * try to get back the less file by reverting somme commit in history
 **/
/*
 * We'll try to get something pretty, so we
 * have some strange css to have the scroll bar on
 * the left with fix button on the top right of the tooltip
 */
@-moz-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-webkit-keyframes fadeOut {
  from {
    opacity: 1;
  }
  to {
    opacity: 0;
  }
}
@-moz-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
@-webkit-keyframes fadeIn {
  from {
    opacity: 0;
  }
  to {
    opacity: 1;
  }
}
/*properties of tooltip after "expand"*/
.bigtooltip {
  overflow: auto;
  height: 200px;
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
}
/*properties of tooltip before "expand"*/
.smalltooltip {
  -webkit-transition-property: height;
  -webkit-transition-duration: 500ms;
  -moz-transition-property: height;
  -moz-transition-duration: 500ms;
  transition-property: height;
  transition-duration: 500ms;
  text-overflow: ellipsis;
  overflow: hidden;
  height: 80px;
}
.tooltipbuttons {
  position: absolute;
  padding-right: 15px;
  top: 0px;
  right: 0px;
}
.tooltiptext {
  /*avoid the button to overlap on some docstring*/
  padding-right: 30px;
}
.ipython_tooltip {
  max-width: 700px;
  /*fade-in animation when inserted*/
  -webkit-animation: fadeOut 400ms;
  -moz-animation: fadeOut 400ms;
  animation: fadeOut 400ms;
  -webkit-animation: fadeIn 400ms;
  -moz-animation: fadeIn 400ms;
  animation: fadeIn 400ms;
  vertical-align: middle;
  background-color: #f7f7f7;
  overflow: visible;
  border: #ababab 1px solid;
  outline: none;
  padding: 3px;
  margin: 0px;
  padding-left: 7px;
  font-family: monospace;
  min-height: 50px;
  -moz-box-shadow: 0px 6px 10px -1px #adadad;
  -webkit-box-shadow: 0px 6px 10px -1px #adadad;
  box-shadow: 0px 6px 10px -1px #adadad;
  border-radius: 2px;
  position: absolute;
  z-index: 1000;
}
.ipython_tooltip a {
  float: right;
}
.ipython_tooltip .tooltiptext pre {
  border: 0;
  border-radius: 0;
  font-size: 100%;
  background-color: #f7f7f7;
}
.pretooltiparrow {
  left: 0px;
  margin: 0px;
  top: -16px;
  width: 40px;
  height: 16px;
  overflow: hidden;
  position: absolute;
}
.pretooltiparrow:before {
  background-color: #f7f7f7;
  border: 1px #ababab solid;
  z-index: 11;
  content: "";
  position: absolute;
  left: 15px;
  top: 10px;
  width: 25px;
  height: 25px;
  -webkit-transform: rotate(45deg);
  -moz-transform: rotate(45deg);
  -ms-transform: rotate(45deg);
  -o-transform: rotate(45deg);
}
ul.typeahead-list i {
  margin-left: -10px;
  width: 18px;
}
[dir="rtl"] ul.typeahead-list i {
  margin-left: 0;
  margin-right: -10px;
}
ul.typeahead-list {
  max-height: 80vh;
  overflow: auto;
}
ul.typeahead-list > li > a {
  /** Firefox bug **/
  /* see https://github.com/jupyter/notebook/issues/559 */
  white-space: normal;
}
ul.typeahead-list  > li > a.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .typeahead-list {
  text-align: right;
}
.cmd-palette .modal-body {
  padding: 7px;
}
.cmd-palette form {
  background: white;
}
.cmd-palette input {
  outline: none;
}
.no-shortcut {
  min-width: 20px;
  color: transparent;
}
[dir="rtl"] .no-shortcut.pull-right {
  float: left !important;
  float: left;
}
[dir="rtl"] .command-shortcut.pull-right {
  float: left !important;
  float: left;
}
.command-shortcut:before {
  content: "(command mode)";
  padding-right: 3px;
  color: #777777;
}
.edit-shortcut:before {
  content: "(edit)";
  padding-right: 3px;
  color: #777777;
}
[dir="rtl"] .edit-shortcut.pull-right {
  float: left !important;
  float: left;
}
#find-and-replace #replace-preview .match,
#find-and-replace #replace-preview .insert {
  background-color: #BBDEFB;
  border-color: #90CAF9;
  border-style: solid;
  border-width: 1px;
  border-radius: 0px;
}
[dir="ltr"] #find-and-replace .input-group-btn + .form-control {
  border-left: none;
}
[dir="rtl"] #find-and-replace .input-group-btn + .form-control {
  border-right: none;
}
#find-and-replace #replace-preview .replace .match {
  background-color: #FFCDD2;
  border-color: #EF9A9A;
  border-radius: 0px;
}
#find-and-replace #replace-preview .replace .insert {
  background-color: #C8E6C9;
  border-color: #A5D6A7;
  border-radius: 0px;
}
#find-and-replace #replace-preview {
  max-height: 60vh;
  overflow: auto;
}
#find-and-replace #replace-preview pre {
  padding: 5px 10px;
}
.terminal-app {
  background: #EEE;
}
.terminal-app #header {
  background: #fff;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.2);
}
.terminal-app .terminal {
  width: 100%;
  float: left;
  font-family: monospace;
  color: white;
  background: black;
  padding: 0.4em;
  border-radius: 2px;
  -webkit-box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
  box-shadow: 0px 0px 12px 1px rgba(87, 87, 87, 0.4);
}
.terminal-app .terminal,
.terminal-app .terminal dummy-screen {
  line-height: 1em;
  font-size: 14px;
}
.terminal-app .terminal .xterm-rows {
  padding: 10px;
}
.terminal-app .terminal-cursor {
  color: black;
  background: white;
}
.terminal-app #terminado-container {
  margin-top: 20px;
}
/*# sourceMappingURL=style.min.css.map */
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<style type="text/css">
    .highlight .hll { background-color: #ffffcc }
.highlight  { background: #f8f8f8; }
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.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 */
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.highlight .nv { color: #19177C } /* Name.Variable */
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.highlight .sx { color: #008000 } /* Literal.String.Other */
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<h1 id="Heston-model-parameter-estimates-using-NMLE-and-CEKF">Heston model parameter estimates using NMLE and CEKF<a class="anchor-link" href="#Heston-model-parameter-estimates-using-NMLE-and-CEKF">&#182;</a></h1>
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<h2 id="Theory-(Paolo)">Theory (Paolo)<a class="anchor-link" href="#Theory-(Paolo)">&#182;</a></h2>
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<h2 id="Algorithms">Algorithms<a class="anchor-link" href="#Algorithms">&#182;</a></h2>
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<p>Once settled the theory behind the process we began to code our algorithm to test his quality with the following steps:</p>
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<li><strong>Simulate</strong> some data to create a dataset with known Stock and Volatility values</li>
<li><strong>Test</strong> our algorithm against the simulated dataset to ensure his quality and possibly choose a set of practical initialization values</li>
<li><strong>Apply</strong> the algorithm against s&amp;p500 as a final test</li>
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<h3 id="Data-Simulation">Data Simulation<a class="anchor-link" href="#Data-Simulation">&#182;</a></h3>
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<p>To test the quality of our parameter estimation algorithm we've decided to test it against some simulated data. This task was not as easy as we thought and came with a bunch of issues we will see in the following slides</p>

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<h4 id="First-attempt">First attempt<a class="anchor-link" href="#First-attempt">&#182;</a></h4><p>As a first attempt we started from the discrete <strong>SSM (State Space Model)</strong> of the <strong>Heston Model</strong></p>
\begin{equation}
    \begin{cases}
        V_k = V_{k-1} + \kappa (\theta - V_{k-1}) \delta + \sigma \sqrt{V_{k-1}} \Delta {W_v}_k \\
        z_k = \left( r- \frac{1}{2} V_{k} \right) \delta + \sqrt{(1-\rho^2) V_{k}} \Delta W_{sk} + \rho \Delta W_{vk}
    \end{cases} \label{26}
\end{equation}<p>where $W_{vk}$ and $W_{sk}$ are indipendent <strong>Brownian Motions</strong> and</p>
$$ S_{k} = S_{k-1}e^{z_k} $$
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<p>This approach was not feasible since negativity of volatilities was not taken into account, therefore it was immeadiately discarded</p>

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<h4 id="Second-attempt">Second attempt<a class="anchor-link" href="#Second-attempt">&#182;</a></h4><p>To solve the negativity of volatilities we've tried two different approaches. In the first one we opted for a discretization with based on an NMLE method.</p>
\begin{equation}
    \begin{cases}
        \sqrt{\tilde{V}_k} = \sqrt{\tilde{V}_{k-1}} + \frac{1}{2\sqrt{max(\tilde{V}_{k-1},\nu)}}\left[\kappa\theta -\kappa V_{k-1} - \frac{1}{4}\sigma^2\right] \delta + \frac{1}{2}\sigma\sqrt{\delta}\varepsilon_2 \\
        \sqrt{V_k} = \sqrt{\tilde{V}_k^+}
    \end{cases}
\end{equation}
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<p>This attempt solved the negativity of the volatility, altough it didn't behaved well on the long run, in addition to that we weren't able to assess his quality so we've decided to stick with the second option</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="kn">import</span> <span class="nn">state_space_simulation</span> <span class="k">as</span> <span class="nn">sss</span>

<span class="n">n</span> <span class="o">=</span> <span class="mi">1000</span>
<span class="n">param</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;r&quot;</span><span class="p">:</span> <span class="mf">0.005</span><span class="p">,</span> <span class="s2">&quot;k&quot;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span> <span class="s2">&quot;theta&quot;</span><span class="p">:</span> <span class="mf">0.25</span><span class="p">,</span> <span class="s2">&quot;sigma&quot;</span><span class="p">:</span> <span class="mf">0.5</span><span class="p">,</span> <span class="s2">&quot;delta&quot;</span><span class="p">:</span> <span class="mf">0.01</span><span class="p">,</span> <span class="s2">&quot;rho&quot;</span><span class="p">:</span> <span class="mf">0.001</span><span class="p">}</span>
<span class="n">S</span><span class="p">,</span> <span class="n">z</span><span class="p">,</span> <span class="n">V</span> <span class="o">=</span> <span class="n">sss</span><span class="o">.</span><span class="n">generate_stock_data</span><span class="p">(</span><span class="n">n</span><span class="p">,</span> <span class="n">param</span><span class="p">,</span> <span class="s2">&quot;nmle&quot;</span><span class="p">)</span>
<span class="n">fig</span><span class="p">,</span> <span class="n">axes</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span><span class="mi">2</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">20</span><span class="p">,</span><span class="mi">5</span><span class="p">))</span>
<span class="n">axes</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">S</span><span class="p">);</span> <span class="n">axes</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">&#39;S&#39;</span><span class="p">);</span> <span class="n">axes</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">V</span><span class="p">);</span> <span class="n">axes</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">&#39;V&#39;</span><span class="p">)</span>
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<pre>Text(0.5, 1.0, &#39;V&#39;)</pre>
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<h4 id="Third-attempt">Third attempt<a class="anchor-link" href="#Third-attempt">&#182;</a></h4><p>In this last attempt we used the <strong>full truncation</strong> scheme which proposes a so called <strong>"discretization with smallest bias"</strong></p>
<p><strong>full trunctation</strong> is proposed as</p>
\begin{equation}
    \begin{cases}
        \tilde{V}_k = \tilde{V}_{k-1} + \kappa (\theta - \tilde{V}^+_{k-1})\delta + \sigma \sqrt{\tilde{V}_{k-1}^+}\sqrt{\delta}\varepsilon_2 \\
        V_k = \tilde{V}_k^+
    \end{cases}
\end{equation}\begin{equation}
    z_k = \left( r - \frac{1}{2} V_k \right)\delta + \sqrt{(1-\rho^2)V_k}\sqrt{\delta}\varepsilon_1 + \rho \sqrt{V_k}\sqrt{\delta}\varepsilon_2
\end{equation}<p>where $\tilde{V}_k^+ = max(V_k,0)$ and $\varepsilon\sim N(0,1)$</p>

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<p>This solution appeared to be the one with the best behaviour so we've decided to stick with it</p>

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<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
<span class="kn">import</span> <span class="nn">state_space_simulation</span> <span class="k">as</span> <span class="nn">sss</span>

<span class="n">n</span> <span class="o">=</span> <span class="mi">1000</span>
<span class="n">param</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;r&quot;</span><span class="p">:</span> <span class="mf">0.005</span><span class="p">,</span> <span class="s2">&quot;k&quot;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span> <span class="s2">&quot;theta&quot;</span><span class="p">:</span> <span class="mf">0.25</span><span class="p">,</span> <span class="s2">&quot;sigma&quot;</span><span class="p">:</span> <span class="mf">0.5</span><span class="p">,</span> <span class="s2">&quot;delta&quot;</span><span class="p">:</span> <span class="mf">0.01</span><span class="p">,</span> <span class="s2">&quot;rho&quot;</span><span class="p">:</span> <span class="mf">0.001</span><span class="p">}</span>
<span class="n">S</span><span class="p">,</span> <span class="n">z</span><span class="p">,</span> <span class="n">V</span> <span class="o">=</span> <span class="n">sss</span><span class="o">.</span><span class="n">generate_stock_data</span><span class="p">(</span><span class="n">n</span><span class="p">,</span> <span class="n">param</span><span class="p">,</span> <span class="s2">&quot;euler&quot;</span><span class="p">)</span>
<span class="n">fig</span><span class="p">,</span> <span class="n">axes</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span><span class="mi">2</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">20</span><span class="p">,</span><span class="mi">5</span><span class="p">))</span>
<span class="n">axes</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">S</span><span class="p">);</span> <span class="n">axes</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">&#39;S&#39;</span><span class="p">);</span> <span class="n">axes</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">V</span><span class="p">);</span> <span class="n">axes</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="s1">&#39;V&#39;</span><span class="p">)</span>
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<pre>Text(0.5, 1.0, &#39;V&#39;)</pre>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="n">k</span><span class="p">,</span> <span class="n">sigma</span><span class="p">,</span> <span class="n">theta</span><span class="p">,</span> <span class="n">rho</span> <span class="o">=</span> <span class="n">sss</span><span class="o">.</span><span class="n">nmle</span><span class="p">(</span><span class="n">V</span><span class="p">,</span> <span class="n">S</span><span class="p">,</span> <span class="n">param</span><span class="p">[</span><span class="s2">&quot;delta&quot;</span><span class="p">],</span> <span class="n">param</span><span class="p">[</span><span class="s2">&quot;r&quot;</span><span class="p">])</span>
<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;k = </span><span class="si">{}</span><span class="se">\n</span><span class="s2">theta = </span><span class="si">{}</span><span class="se">\n</span><span class="s2">sigma = </span><span class="si">{}</span><span class="se">\n</span><span class="s2">rho = </span><span class="si">{}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">k</span><span class="p">,</span> <span class="n">theta</span><span class="p">,</span> <span class="n">sigma</span><span class="p">,</span> <span class="n">rho</span><span class="p">))</span>
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<pre>k = 0.9938653057653735
theta = 0.2692787900688055
sigma = 0.5202304052950458
rho = 0.051182384255273564
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<h3 id="Estimation-of-Parameters">Estimation of Parameters<a class="anchor-link" href="#Estimation-of-Parameters">&#182;</a></h3>
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<p>The estimation of the parameters was a less successful step in our implementation phase.</p>
<p>During it's implementation we've faced many challenges that we're going to see in the next slides including:</p>
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<li>Impossibility of an online update of both <strong>NMLE</strong> and <strong>CEKF</strong> parameters</li>
<li>Negative volatilities</li>
<li>Inability to produce the right bounds to prevent $\sqrt{x}$ with $x&lt;0$ and $\frac{x}{0}$</li>
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<h4 id="First-attempt">First attempt<a class="anchor-link" href="#First-attempt">&#182;</a></h4><p>Our first attempt was based on the version described in the paper "Parameter estimates of Heston stochastic volatility model with MLE and consistent EKF algorithm"</p>

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<p>Unfortunately this came with a major fault which forced us to move to the next version:</p>
<p>The algorithm at the first iteration tried to update the <strong>NMLE</strong> parameters with just one Volatility value.</p>
$$\hat{P}_j =\frac{ \frac{1}{n}\sum_{i=1}^n\sqrt{\hat{V}_{i-1}\hat{V}_i}-\frac{1}{n^2}\sum_{i=1}^n\sqrt{\frac{\hat{V}_i}{\hat{V}_{i-1}}}\sum_{i=1}^n\hat{V}_{i-1}}{\frac{\delta}{2}-\frac{\delta}{2}\frac{1}{n^2}\sum_{i=1}^n\frac{1}{\hat{V}_{i-1}}\sum_{i=1}^n\hat{V}_{i-1}}$$$$\hat{\kappa}_{j+1} = \frac{2}{\delta}\left(1+\frac{\hat{P}_j\delta}{2}\frac{1}{n}\sum_{i=1}^n\frac{1}{\hat{V}_{i-1}}-\frac{1}{n}\sum_{i=1}^n\sqrt{\frac{\hat{V}_i}{\hat{V}_{i-1}}}\right)$$$$\hat{\sigma}_{j+1} = \sqrt{\frac{4}{\delta} \frac{1}{n}\sum_{i=1}^n\left(\sqrt{\hat{V}_i}-\sqrt{\hat{V}_{i-1}}-\frac{\delta}{2\sqrt{\hat{V}_{i-1}}}(\hat{P}-\hat{\kappa}_{j+1}\hat{V}_{i-1})\right)^2}$$$$\hat{\theta} = \frac{\hat{P}+\frac{1}{4}\hat{\sigma}_{j+1}^2}{\hat{\kappa}_{j+1}}$$<p>If we look to the formula of $\hat{P}$ we can see that if there is only one value of V, the denominator goes to 0</p>

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<h4 id="Second-attempt">Second attempt<a class="anchor-link" href="#Second-attempt">&#182;</a></h4><p>To solve the problem showed above we moved to a $O(n^2)$ solution which expected to:</p>
<ul>
<li>set a bundle of initial values</li>
<li>compute a full set of $n = len(S)$ (S = stock) Volatilities with <strong>CEKF</strong> algorithm</li>
<li>update the <strong>NMLE</strong> parameters with the new Volatilities</li>
<li>repeat it for $n$ iterations</li>
</ul>

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<h5 id="Issues">Issues<a class="anchor-link" href="#Issues">&#182;</a></h5><p>At this point the algorithm was behaving well for the first $i-th$ iterations after which all results produced where $NaN$s.</p>
<p>We began analyzing the possible causes of this and we found a set of issues presented below:</p>
<ul>
<li>the original implementation didn't took into account the correct update of $\hat{V}$<ul>
<li>$-\frac{1}{2}\bar{V}_{k+1}$ instead of $-( r - \frac{1}{2}\bar{V}_{k+1})$</li>
</ul>
</li>
<li>the update of $P_{k+1}$ was incorrect and changed with the one from the theory calculations</li>
<li><strong>NMLE</strong> parameters update was not bounded:<ul>
<li>parameters update was not bounded by the condition $2\kappa\theta &gt; \sigma^2$ which prevents the volatility from going $&lt;0$</li>
<li>even when the condition was set this didn't prevent the $NaN$ generation.</li>
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</li>
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